Minor cannabinoids have pleiotropic effects on human brain microvascular endothelial activation and barrier function

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While minor phytocannabinoids, including cannabinol (CBN), cannabigerol (CBG), and cannabidiol (CBD), are recognized for their potential vascular and immunomodulatory actions, their direct impact on human brain endothelial barrier function under cytokine stress has not been systematically evaluated. Methods Primary human brain microvascular endothelial cells (HBMEC) from two donors were treated with TNF-α or IL-1β (0.1 ng/mL) in the presence or absence of CBN, CBG, or CBD (0.01–10 µM). Barrier function was assessed between 0–10 h using transendothelial electrical resistance (TEER). The structural integrity of tight and adherens junctions was assessed using immunofluorescence for Zonula Occludens-1 (ZO-1), Vascular endothelial (VE)-cadherin, and F-actin. IL-6 and IL-8 levels were measured using ELISA. Results TNF-α and IL-1β each induced a rapid and sustained reduction in HBMEC TEER, consistent with barrier dysfunction and junctional disruption, as assessed by immunofluorescence microscopy of ZO-1, VE-cadherin, and F-actin. Across both donors, CBN attenuated TNF-α–induced reductions in TEER and suppressed TNF-α–stimulated IL-6 and IL-8 release (p < 0.05), and partially restored VE-cadherin organization towards baseline, but not ZO-1 or F-actin. In contrast, CBN showed minimal or donor-variable effect under IL-1β, with no reproducible effect on TEER. CBD had little or no effect in the TNF-α model, and at higher concentrations, exacerbated IL-1β-driven permeability of HBMEC from one donor (p < 0.05). CBD selectively reduced IL-1β–induced IL-8 secretion with limited impact on IL-6. CBG at 10 µM augmented reductions in TEER induced by IL-1β or TNF-α (p < 0.05), and variably affected IL-1β or TNF-α-induced IL-6 and IL-8 release. Conclusions CBN partially reverses TNF-α-induced HBMEC barrier dysfunction and IL-6 and IL-8 production. In contrast, CBD shows a narrow, cytokine-specific anti-inflammatory signal, with partial suppression of IL-1β–induced IL-8 without barrier protection. Finally, CBG potentiates IL-1β and TNF-α-induced permeability, and is pro-inflammatory at higher concentrations. Our study identifies CBN as the most promising of these minor cannabinoids for TNF-α–driven inflammatory states, with associated endothelial activation and dysfunction, such as sepsis. These findings underscore that cannabinoid actions on brain endothelial cells are both ligand- and cytokine-dependent and highlight the need to match cannabinoid choice and dosing to the prevailing inflammatory milieu. Cannabinol Cannabigerol Cannabidiol Blood–brain barrier Endothelial permeability TNF-α IL-1β Neuroinflammation Figures Figure 1 Figure 2 Figure 3 Figure 4 Figure 5 Figure 6 Background Endothelial barrier dysfunction is a critical pathological feature of systemic inflammation and plays a pivotal role in the development of organ injury during critical illness[ 1 ]. Within the central nervous system, disruption of the blood–brain barrier (BBB) caused by inflammatory cytokines, such as tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β), contributes to cerebral edema, neuroinflammation, and secondary neuronal damage[ 2 ]. Human brain microvascular endothelial cells (HBMEC), which form the structural and functional basis of the BBB, are particularly vulnerable to inflammatory insults, making them an important cellular model for studying barrier integrity under pathological conditions[ 3 ]. Cannabinoids have recently garnered growing interest due to their immunomodulatory and barrier-protective properties [ 4 , 5 ]. While Δ-9-tetrahydrocannabinol (THC) and cannabidiol (CBD) are the most studied phytocannabinoids, increasing attention has been paid to minor cannabinoids such as cannabinol (CBN) and cannabigerol (CBG)[ 6 ]. Preclinical studies suggest that CBD and CBG may confer vascular or anti-inflammatory benefits; however, their effects on endothelial barrier function remain inconsistent and context-dependent[ 7 , 8 ]. In contrast, evidence regarding the vascular actions of CBN is sparse, despite its emerging popularity for symptom management, including pain, anxiety, and sleep disturbances[ 9 ]. Given the critical role of BBB integrity in regulating neuroinflammation and preventing secondary neuronal injury, a systematic comparison of the effects of minor cannabinoids on endothelial barrier function is warranted[ 10 ]. Although previous research has primarily focused on the neuroprotective and anti-inflammatory properties of THC and CBD, considerably less is known about the vascular actions of CBN and CBG[ 11 ]. Importantly, different minor cannabinoids may act through distinct receptor pathways and intracellular signaling mechanisms, suggesting that they could differentially modulate endothelial responses to inflammatory stimuli[ 12 ]. Human brain microvascular endothelial cells (HBMEC) are widely used as a representative model of the cerebral endothelium to evaluate blood-brain barrier (BBB) function in vitro[ 3 ]. Transendothelial electrical resistance (TEER) is a well-established quantitative method for assessing dynamic changes in barrier integrity and permeability[ 13 ]. Structural evaluation of endothelial junctions is commonly performed by immunofluorescence staining for VE-cadherin, the major adhesion molecule regulating endothelial cell–cell contacts and vascular barrier stability [ 14 ]. In addition, the quantification of cytokines such as IL-6 and IL-8 in cell culture supernatants provides insight into inflammatory activation and BBB dysfunction[ 15 ]. Together, these complementary approaches provide a robust framework for studying cytokine-induced endothelial barrier disruption and the protective effects of cannabinoids. Growing evidence suggests that cannabinoids exert context-dependent effects on vascular and endothelial biology. Recent work highlights the emerging interest in phytocannabinoids as modulators of endothelial dysfunction and inflammatory vascular injury, particularly in conditions such as COVID-19 where endothelial activation plays a central role[ 16 ]. In parallel, advances in cannabinoid biosynthesis have emphasized that many minor cannabinoids remain poorly characterized at both the structural and functional levels, underscoring a critical gap in understanding how less abundant phytocannabinoids, such as CBN and CBG, interact with endothelial pathways[ 17 ]. Beyond mechanistic insights, purified CBD has demonstrated improvements in human vascular endothelial function, including reductions in arterial stiffness and an increase in carotid artery diameter, suggesting that select phytocannabinoids may exert clinically relevant vascular effects[ 18 ]. Together, these findings underscore both the therapeutic potential and the knowledge gaps surrounding cannabinoids in endothelial regulation, highlighting the need for systematic evaluation of minor cannabinoids under defined inflammatory conditions. We hypothesized that minor cannabinoids would differentially affect the inflammatory activation of HBMEC. We therefore investigated how the minor cannabinoids CBN, CBD, and CBG modulate the barrier function of HBMEC exposed to the pro-inflammatory cytokines TNF-α and IL-1β, two key mediators of systemic inflammation and sepsis-associated encephalopathy. Barrier integrity was assessed using TEER measurements and immunofluorescence microscopy, and endothelial inflammation was assessed by quantifying IL-6 and IL-8 in culture supernatants. Our goal was to identify minor cannabinoids that are potentially capable of improving endothelial barrier function under inflammatory stress, thereby providing a rationale for subsequent mechanistic and translational studies. Methods Cell Culture. Primary human brain microvascular endothelial cells (HBMEC) from two independent donors were purchased from AnaBios (Kirkland, WA, USA). Cells were cultured in EGM®-2 MV microvascular endothelial cell growth medium-2 bullet kit (Lonza, Walkersville, MD) and used at passage 5. HBMEC from donor A (Lot# 376.01.05.01.2F) and donor B (Lot# 376.07.05.01.2F) were used for all experiments. Cytokine and Cannabinoid Treatments. Cells were stimulated with TNF-α (0.1 ng/mL; R&D Systems, Cat# 10291-TA) or IL-1β (0.1 ng/mL; R&D Systems, Cat# 201-LB). CBN, CBD, and CBG were purchased (Cayman Chemical, Ann Arbor, MI, USA) as 1 mg/mL stock solutions in methanol (MeOH), Cannabinoids were applied at final concentrations of 0.01–10 µM, and the final concentrations of vehicles (MeOH) were maintained at ≤ 0.1% in all conditions. Transendothelial electrical resistance (TEER) Measurement. TEER was measured using Electric cell-substrate impedance sensing (ECIS) as described[ 19 ]. Primary HBMEC were seeded onto array plate and allowed to grow to confluence, reaching a stable plateau of barrier resistance. Upon reaching this stable plateau phase, treatments were applied, and this moment was defined as time 0. TEER was continuously monitored using an ECIS Zθ system (Applied BioPhysics, NY, USA) at a frequency of 4000 Hz. TEER values were normalized to levels at time 0. Barrier dysfunction was quantified as the reduction in area under the curve (ΔAUC) over a 10-hour experimental period (0–10 h) post-treatment. Immunofluorescence Microscopy. Barrier integrity was also assessed by immunofluorescence staining for the tight junction protein ZO-1, adherence junction protein VE-cadherin, and actin cytoskeleton (F-actin) at t = 10 h. The primary antibody against ZO-1 (Cat. #339194, diluted 1:50) was obtained from Invitrogen (Thermo Fisher Scientific, Waltham, MA, USA). The primary antibody against VE-cadherin (Cat. #37085, diluted 1:50) was obtained from Cayman Chemical (Ann Arbor, MI, USA). F-actin staining was performed using a fluorescently labeled phalloidin conjugate (Cat. #ZK1129; Vector Laboratories, Newark, NJ, USA). Images were acquired using a KEYENCE BZ-X810 fluorescence microscope with identical exposure settings. ELISA. IL-6 and IL-8 were quantified in HBMEC supernatants collected at the 10-hour time point using commercially available enzyme-linked immunosorbent assay (ELISA) kits (R&D Systems/Bio-Techne; Minneapolis, MN, USA) as per the manufacturer's instructions. Statistics. All data are expressed as mean ±standard error of the mean (SEM) from a minimum of three independent experiments (n = 5–8 replicates per condition). Statistical analyses were performed using the GraphPad Prism software. Differences between groups were determined using either one-way or two-way analysis of variance (ANOVA), as appropriate for the experimental design. For all ANOVAs, post-hoc multiple comparisons were conducted using Tukey’s honest significant difference test. Statistical significance was set at P < 0.05. Results Effect of TNF-α and IL-1β on HBMEC barrier function. Treatment of HBMEC from Donor A and Donor B with TNF-α or IL-1β induced a marked loss of barrier integrity compared with medium alone, reflected by a robust reduction in TEER over time and a negative ΔAUC (Fig. 1 – 3 ; Supplementary Fig. S1 -S3). Given this reproducible cytokine-induced barrier dysfunction baseline, we next evaluated whether CBG, CBD, or CBN modulates cytokine-driven changes in TEER. Donor A data are presented in the main figures, and the corresponding Donor B results are shown in the Supplementary figures. CBN effects on TNF-α– and IL-1β–induced barrier dysfunction across donors. Across two HBMEC donors, CBN showed a stimulus-dependent and donor-modulated barrier-protective profile (Fig. 1 ; Supplementary Fig S1 ). TNF-α-induced permeability In Donor A, CBN at 0.1 and 10 µM significantly reduced the ΔAUC towards medium values, whereas 0.01 and 1 µM had no significant effect (Fig. 1 A). CBN also partially reversed TNF-α-induced permeability of HBMEC from Donor B but only at CBN concentrations of 10 µM, but not 0.01–1 µM (Supplementary Fig S1 A). Thus, CBN reproducibly counteracted TNF-α–mediated barrier dysfunction in both donors, albeit with a higher effective concentration in Donor B. IL-1β-induced permeability In contrast to the results for TNF-α, CBN again had only weak and donor-dependent effects on IL-1β-induced permeability of HBMEC from Donors A and B (Fig. 1 B). In Donor A cells, CBN at 0.01–1 µM did not significantly change ΔAUC compared with IL-1β alone, whereas 10 µM CBN modestly reduced IL-1β-induced changes toward medium alone (Fig. 1 B). In Donor B cells, CBN alone had no effect compared with medium, and 1 µM CBN slightly augmented IL-1β–induced HBMEC permeability, as reflected by a further decrease in ΔAUC relative to IL-1β alone (Supplementary Fig S1 B). CBD has limited effects on HBMEC barrier function and augments IL-1β-induced permeability at higher concentrations. Across HBMEC from both donors, CBD displayed minimal barrier-modifying activity, with its effects varying by both inflammatory stimulus and donor (Fig. 2 ; Supplementary Fig. 2). Overall, CBD did not confer meaningful stabilization of barrier function, and at higher concentrations, it exacerbated cytokine-induced barrier dysfunction. TNF-α-induced permeability In Donor A, CBD at all tested concentrations (0.01–10 µM) did not affect either the TEER trajectory or ΔAUC of TNF- α-activated HBMEC, suggesting that it has neither protective nor detrimental effects (Fig. 2 A). Donor B exhibited a similar lack of response at low and intermediate doses (0.01–1 µM); however, 10 µM CBD produced a small but significant increase in the ΔAUC, suggesting a modest barrier-preserving effect restricted to this high concentration and this donor (Supplementary Fig. 2A). IL-1β-induced permeability : In contrast, under IL-1β stimulation (0.1 ng/mL), high concentrations of CBD augmented the permeability of HBMEC from both Donors. In Donor A HBMEC, CBD concentrations of 1 µM and 10 µM, but not 0.01 or 0.1 µM, significantly decreased ΔAUC (Fig. 2 B). Donor B HBMEC exhibited a similar pattern: CBD concentrations of 10 µM, but not 0.01, 0.1 or 1 µM, significantly reduced ΔAUC, demonstrating additional exacerbation of barrier dysfunction relative to IL-1β alone (Supplementary Fig. 2B). These results indicate that CBD can exacerbate IL-1β–induced barrier dysfunction. CBG Augments Permeability Induced by TNF-α or IL-1β. Across both HBMEC donors, lower concentrations of CBG did not affect TEER at concentrations from 0.01-1 µM, but markedly augmented both TNF-α and IL-1β-induced reductions in TEER at a concentration of 10 µM (Fig. 3 ; Supplementary Fig. S3). TNF-α-induced permeability Under TNF-α stimulation, HBMEC from both donors exhibited the expected decline in normalized resistance with markedly negative ΔAUC. In Donor A, CBG at 0.01–1 µM did not alter either the TEER trajectory or ΔAUC compared with TNF-α alone (Fig. 3 A). In contrast, 10 µM CBG further decreased ΔAUC, indicating this high concentration exacerbates TNF-α–induced barrier dysfunction. A similar pattern was observed in response of HBMEC from Donor B (Supplementary Fig S3A). Low and intermediate concentrations (0.01–1 µM) again had no detectable impact on barrier function relative to TNF-α alone. However, 10 µM CBG significantly exacerbated the reduction in TEER, producing the most negative ΔAUC among all conditions. These data confirm that at high concentrations, CBG reproducibly augments TNF-α-induced HBMEC permeability. IL-1β-induced permeability Under IL-1β stimulation, CBG showed a dose-dependent tendency to worsen permeability (Fig. 3 B; Supplementary Fig. S3B). In HBMEC from Donor A, treatment with CBG at 0.01–1 µM did not affect IL-1β–induced reductions in TEER as compared with IL-1β alone. Notably, 10 µM CBG strongly augmented the IL-1β-induced decrease in ΔAUC, suggesting the CBG further disrupts IL-1β-induced endothelial dysfunction. The responses of Donor B cells paralleled those of Donor A cells. Low to intermediate concentrations (0.01–1 µM) did not affect TEER or ΔAUC, whereas 10 µM CBG significantly aggravated ΔAUC, representing the strongest IL-1β–induced permeability increase among all conditions tested. Immunofluorescence microscopy suggests CBN partially ameliorates TNF-α-induced disruption of the endothelial barrier. Immunofluorescence microscopy of Donor A HBMEC demonstrated that TNF-α (0.1 ng/mL) induced marked endothelial junctional disruption (Fig. 4 A). Compared with medium control, ZO-1 staining changed from a continuous belt-like pattern to discontinuous, fragmented borders, VE-cadherin became irregular and weakened at cell–cell contacts, and F-actin redistributed from a cortical rim to prominent central stress fibers, consistent with cytoskeletal contraction and increased permeability. TNF-α Treatment CBN alone (10 µM) did not alter junctional morphology as compared with medium. When co-applied with TNF-α, CBN partially restored VE-cadherin organization towards baseline, with more continuous junctional labeling and fewer obvious gaps. However, ZO-1 continuity and F-actin stress fiber formation were only minimally affected and remained broadly similar to TNF-α alone. IL-1β-Treatment Compared with medium, treatment with IL-1β (0.1 ng/mL) induced major changes in the endothelial barrier, including discontinuity of VE-cadherin and ZO-1 and robust formation of actin stress fibers. CBN 10 µM had no effect on basal junctional structure, and it did not ameliorate barrier dysfunction, restore junctional continuity or reduce stress fiber formation induced by IL-1β. TNF-α and IL-1β robustly induce IL-6 and IL-8 secretion in HBMEC across donors. To validate the inflammatory responsiveness of our model, we first quantified IL-6 and IL-8 in supernatants from HBMEC (Donor A and Donor B) exposed to TNF-α or IL-1β. Relative to medium controls, both cytokines significantly increased IL-6 and IL-8 secretion in each donor line (Fig. 5 –6; Supplementary Fig. S4-S5), confirming a robust and reproducible cytokine-driven inflammatory activation baseline for subsequent evaluation of cannabinoid modulation. Low concentrations of CBN attenuate TNF-α–driven IL-6 and IL-8 production across donors, highlighting consistent low-dose anti-inflammatory actions. To assess whether CBN-induced changes in endothelial barrier function were paralleled by alterations in inflammatory activity, IL-6 and IL-8 concentrations were measured in HBMEC supernatants after 10 h of exposure to TNF-α alone, CBN alone, and TNF-α plus CBN. IL-6 secretion For Donor A, low concentrations of CBN (0.01–0.1 µM) significantly reduced TNF-α–induced IL-6, with the strongest suppression at 0.1 µM (Fig. 5 ). At higher concentrations (1 and 10 µM), IL-6 levels remained lower than TNF-α alone, but the magnitude of inhibition was weaker. Similarly for Donor B, CBN at 0.01–0.1 µM significantly decreased IL-6 (Supplementary Fig S4). Notably, at the highest concentration (10 µM), IL-6 levels rebounded markedly and were significantly higher than those induced by TNF-α alone, indicating a loss of suppression and a paradoxical enhancement of cytokine release. IL-8 secretion For Donor A, all concentrations of CBN (0.01–10 µM) significantly reduced TNF-α-induced IL-8 production (Fig. 5 ). For Donor B, CBN concentrations of 0.01–1 µM significantly reduced TNF-α-induced IL-8 production, but the highest concentration of CBN (10 µM) had no effect on TNF-α-induced IL-8 production (Supplementary Fig S4). CBN Differentially Modulates IL-1β–Induced IL-6 and IL-8 Production in a Donor-Dependent Manner IL-6 secretion In Donor A, CBN concentrations of 0.01–10 µM did not significantly change IL-1β–induced IL-6 (Fig. 6). In contrast, in Donor B, all CBN concentrations (0.01–10 µM) further increased IL-1β–stimulated IL-6, with statistically significant elevations across doses and a consistent upward shift relative to IL-1β alone (Supplementary Fig. S5). IL-8 secretion In Donor A, CBN at 0.01–10 µM did not significantly alter IL-8 levels, which remained similar to those in the IL-1β group (Fig. 6). By contrast, in Donor B, all CBN concentrations (0.01–10 µM) augmented IL-1β-induced IL-8 secretion (Supplementary Fig. S5). Thus, there is donor to donor variability in the effects of CBN on IL-1β-induced IL-8 production. Figure 6. Cannabinoids modulate IL-1β–induced IL-6 and IL-8 secretion by Donor A HBMEC. HBMEC were stimulated with IL-1β (0.1 ng/mL) for 10 h in the presence of CBN, CBG, or CBD (0.01–10 µM). CBN did not alter IL-6 or IL-8 at any dose. CBG increased IL-6 at 0.01–1 µM and reduced IL-8 at 10 µM. CBD increased IL-6 at 10 µM and modestly reduced IL-8 at 0.01–0.1 µM. Data are mean ± SEM; one-way ANOVA. *p < 0.05, **p < 0.01, **p < 0.001 , ns = not significant. CBD Concentration-Dependently Enhances TNF-α–Induced IL-6 and IL-8 Production by HBMEC. IL-6 Secretion For Donor A HBMEC, CBD concentrations of 0.01 and 1 µM did not affect TNF-α-induced IL-6 secretion (Fig. 5 ). In contrast, CBD at 10 µM increased IL-6 secretion, resulting in the largest cytokine response among all CBD-treated groups. For Donor B HBMEC, CBD at 0.01, 0.1, 1 and 10 µM concentration-dependently enhanced TNF-α–induced IL-6 production (Supplementary Fig S4). IL-8 Secretion For Donor A HBMEC, CBG (0.01–10 µM) did not affect TNF-α-induced IL-8 production (Fig. 5 ). For Donor B, all concentrations of CBG (0.01–10 µM) augmented TNF-α-induced IL-8 production (Supplementary Fig S4). These data indicate a pro-inflammatory effect of CBG. CBD Has Limited Effects on IL-1β–Induced Production of IL-6 but Selectively Suppresses IL-8 Production, Particularly in Donor B. IL-6 secretion In Donor A, CBD at 0.01–1 µM did not significantly modify IL-1β–induced IL-6, whereas 10 µM CBD further elevated IL-6, yielding the highest IL-6 levels among CBD-treated groups and a significant increase relative to IL-1β alone (Fig. 6). In Donor B, CBD concentrations from 0.01–10 µM did not significantly alter IL-6 production (Supplementary Fig. S5). IL-8 secretion : In Donor A, CBD at 0.1 and 1 µM, but not 0.01 µM and 10 µM produced a modest reduction in IL-1β-induced IL-8 production (Fig. 6). In Donor B, CBD showed a more consistent inhibitory profile: all concentrations of CBD (0.01–10 µM) significantly reduced IL-1β–induced IL-8 secretion, with similar degrees of suppression across the dose range (Supplementary Fig. S5). CBG Potentiates TNF-α-Driven IL-6 and IL-8 Production by HBMEC. IL-6 secretion CBG induced a concentration-dependent augmentation of cytokine production. For Donor A, CBG concentrations of 0.01, 0.1 and 10 µM, but not 1 µM increased TNF-α-induced IL-6 production (Fig. 5 ). In contrast, for Donor B, treatment with CBG at concentrations of 0.01, 0.1, 1 or 10 µM did not significantly affect TNF-α-induced IL-6 secretion (Supplementary Fig S4). Thus, CBG does not exert an inhibitory effect on IL-6 production in Donor B. IL-8 secretion For Donor A HBMEC, CBG at concentrations of 0.01–10 µM did not alter TNF-α–induced IL-8 secretion (Fig. 5 ). For Donor B HBMEC, CBG (0.01–10 µM) augmented TNF-α-induced IL-8 production, with high IL-8 secretion by cells treated with CBG concentrations of 1 and 10 µM (Supplementary Fig S4). Thus, CBG robustly augments TNF-α–induced IL-8 release by Donor B HBMEC. CBG Induces Modest, Concentration-Dependent Changes in IL-1β–Induced IL-6 and IL-8 Production with Donor-Specific Patterns. IL-6 secretion In Donor A, CBG concentrations of 0.01, 0.1 and 1 µM, but not 10 µM augmented IL-6 production by IL-1β-activated HBMEC (Fig. 6). In Donor B HBMEC, CBG concentrations from 0.01-10 µM had no significant effect on IL-1β–induced IL-6 (Supplementary Fig. S5). IL-8 secretion For Donor A, CBG concentrations of 0.01–1 µM had no effect on IL-1β–induced IL-8 production, whereas 10 µM CBG significantly reduced IL-8 secretion (Fig. 6). In Donor B, CBG affected IL-8 differently (Supplementary Fig. S5). CBG at 0.01 µM and 1 µM significantly reduced IL-1β–induced IL-8 production, whereas 0.1 µM and 10 µM had no significant effect. Discussion This study reveals a coherent pattern of ligand- and cytokine-specific modulation of the human brain microvascular endothelium. Across two HBMEC donors, CBN reproducibly and robustly attenuated TNF-α–induced barrier dysfunction, restoring TEER, limiting permeability, and suppressing TNF-α–driven IL-6 and IL-8 release. In contrast, CBN’s actions on IL-1β-activated HBMEC were weak and donor-variable, without consistent barrier rescue and even mild worsening barrier dysfunction in Donor B. In contrast, CBD failed to protect barrier integrity under either cytokine; high doses tended to aggravate IL-1β-induced permeability, yet CBD selectively reduced IL-1β–induced IL-8 (especially in Donor B) with little effect on IL-6. These findings point to a narrow, chemokine-focused anti-inflammatory signal that is uncoupled from protection of the endothelial barrier structural. CBG showed the least favorable profile of the three cannabinoids, providing no barrier benefit under TNF-α or IL-1β and consistently exacerbating permeability at 10 µM, in several settings. Additionally, CBG treatment led to increased cytokine release. Collectively, our findings identify CBN as the most promising TNF-α–targeted barrier-protective candidate among the three minor cannabinoids, highlight CBD’s limited but specific modulation of the IL-1β–IL-8 axis, and underscore that cannabinoid effects on the BBB are highly dependent on cytokine milieu, concentration of the cannabinoid, and donor background. Although CBN clearly attenuated TNF-α–induced barrier dysfunction at the functional level, its effects on individual junctional and cytoskeletal markers were not uniform. In Donor A, CBN partially improved VE-cadherin organization after TNF-α exposure, whereas ZO-1 and F-actin remained largely indistinguishable from TNF-α alone. One possibility is that CBN preferentially stabilizes adherens junctions while exerting only modest influence on tight junction scaffolding and actin remodeling, so that changes in ZO-1 and stress fibers are too subtle to be captured by qualitative immunofluorescence at the 10 h time point. Alternatively, TEER may integrate small, spatially heterogeneous improvements in paracellular sealing that do not translate into obvious changes in global ZO-1 patterning or bulk F-actin distribution. The lack of effect on any marker in the IL-1β model further supports the idea that CBN’s junctional actions are cytokine- and pathway-specific, with stronger engagement of TNF-α–related adhesion and signaling programs than of IL-1β-driven cytoskeletal responses. Importantly, IL-1β and TNF-α are not unique to sepsis but are also rapidly induced in ischemia–reperfusion settings such as acute stroke and post-reperfusion neuroinflammation, where they contribute to BBB breakdown and cerebral edema[ 20 – 22 ]. Similarly, major tissue trauma and surgery trigger a systemic cytokine response characterized by early IL-1β and delayed but marked IL-6, IL-8 and TNF-α elevations, which are closely linked to postoperative complications and organ dysfunction[ 23 ]. In these settings, transient or sustained rises in circulating cytokines may similarly compromise BBB integrity and amplify neuroinflammation[ 24 ]. Consistent with brain microvascular endothelium acting as an active inflammatory effector, TNF-α and IL-1β alone produced a reproducible barrier-injury phenotype across both HBMEC donors, with sustained TEER decline and negative ΔAUC versus medium. Notably, this coupling of inflammatory activation with barrier failure is not unique to the BBB: human glomerular microvascular endothelial cells similarly increase permeability while concomitantly activating cytokine production in response to microbial and host inflammatory cues[ 25 ]. Together, these observations support the broader relevance of our findings—TNF-α/IL-1β-driven endothelial barrier dysfunction represents a shared pathway across sepsis, ischemia–reperfusion injury, and surgical/traumatic insults—suggesting that the cannabinoid responses we observed may extend beyond classical sepsis and septic encephalopathy. The divergent responses to TNF-α and IL-1β may reflect fundamental differences in the mechanisms by which they regulate and disrupt endothelial cell homeostasis. TNF-α primarily promotes cytoskeletal contraction and junctional disassembly by activating the NF-κB and RhoA/ROCK pathways, leading to stress fiber formation and loss of VE-cadherin continuity [ 26 , 27 ]. Conversely, IL-1β activates a distinct signaling profile dominated by MyD88–IRAK–p38/JNK cascades, which amplify inflammatory gene expression and cytokine release rather than directly inducing cytoskeletal stress[ 28 , 29 ]. The strong barrier-protective effect of CBN under TNF-α stimulation, but not IL-1β, suggests that CBN may preferentially interfere with the NF-κB– or RhoA/ROCK-mediated cytoskeletal contractility pathway. Differential receptor expression and signal coupling may also underlie cytokine specificity. Cannabinoid receptors, including CB1, CB2, PPARγ, and TRPV channels, are variably expressed among endothelial populations and can differentially regulate anti-inflammatory and cytoprotective signaling[ 30 , 31 ]. The selective stabilizing of barrier function of CBN against TNF-α-mediated barrier injury may involve CB2 activation. Previous studies have demonstrated that stimulation of CB2 with the synthetic agonist PM289 improves brain endothelial barrier integrity, reduces inflammatory cytokine release, and accelerates endothelial repair following cytokine challenge, supporting a CB2-dependent mechanism underlying cannabinoid-mediated barrier protection[ 32 ]. PPARγ activation exerts anti-inflammatory and junction-stabilizing effects[ 33 , 34 ]. Therefore, the selective efficacy of CBN under TNF-α conditions may be attributed to its partial agonism at CB2 and PPARγ, both of which negatively regulate NF-κB–driven inflammation. Collectively, these findings position CBN as a promising modulator of TNF-α–driven endothelial injury, capable of preserving BBB integrity and suppressing cytokine amplification. However, its limited effect under IL-1β stimulation highlights the importance of the cytokine context and receptor heterogeneity. Further studies integrating VE-cadherin imaging and multi-omics profiling are warranted to elucidate the molecular targets and signaling networks through which CBN exerts selective barrier-protective actions. Ultimately, these insights could help to inform the rational design of cannabinoid-based interventions to mitigate BBB dysfunction during systemic inflammation and sepsis-associated encephalopathy. Although lipopolysaccharide (LPS) is commonly used to induce endothelial inflammation, we intentionally employed TNF-α and IL-1β to model the cytokine-driven barrier dysfunction. LPS acts through Toll-like receptor 4 (TLR4) on immune cells, leading to the secondary release of pro-inflammatory cytokines such as TNF-α, IL-1β, and IL-6[ 35 , 36 ]. LPS can also activate endothelial cells via TLR4. Therefore, LPS directly activates endothelial cells via interaction with endothelial TLR4, and indirectly by inducing the release of cytokines, such as TNF-α and IL-1β. In contrast, direct stimulation with TNF-α and IL-1β provides a more defined model of cytokine-mediated endothelial injury, allowing us to specifically evaluate how cannabinoids modulate canonical inflammatory pathways, such as NF-κB, RhoA/ROCK, and MAPK (p38/JNK) signaling in human brain microvascular endothelial cells (HBMEC). These cytokines are widely recognized as key mediators of BBB disruption in systemic inflammation and sepsis-associated encephalopathy[ 15 , 37 ]. Moreover, HBMEC express relatively low levels of TLR4 compared to immune cells, resulting in a weaker direct response to LPS[ 38 ]. Thus, the use of TNF-α and IL-1β enables a clearer mechanistic interpretation of how cannabinoids, particularly CBN, influence endothelial barrier integrity through cytokine-specific signaling mechanisms. The endothelial barrier stabilizing effects of CBN under TNF-α activation suggests that it interferes with contractile signaling and/or stabilizes endothelial junctional architecture. In contrast, the donor-dependent response under IL-1β implies that baseline differences between HBMEC donors - such as CB1/CB2 expression, engagement of non-canonical targets (TRP channels, PPARs, GPR55), redox status, or junctional protein abundance - may shift CBN’s net effect from protective to neutral or even detrimental. In other words, CBN appears to be a context-sensitive modulator whose efficacy is shaped by both the upstream cytokine and the intrinsic endothelial phenotype. Methodologically, the multimodal design of this study is a major strength. Continuous TEER monitoring captured dynamic barrier trajectories, and normalization at 10 h—aligned with peak cytokine effects - allowed derivation of an integrated functional readout (ΔAUC). VE-cadherin (and ZO-1) immunofluorescence microscopy anatomically anchor these functional changes: conditions that improve TEER (e.g., CBN under TNF-α) are expected to maintain continuous, linear junctional staining, whereas permeability-enhancing conditions (e.g., high-dose CBG or CBD under IL-1β) should exhibit junctional gaps, discontinuities, or internalization. Parallel IL-6/IL-8 measurements help distinguish barrier changes driven primarily by cytoskeletal/junctional mechanisms from those driven by inflammatory amplification: protective CBN conditions coincide with lower cytokine release, whereas disruptive CBD/CBG conditions are associated with higher IL-6/IL-8. Correlating ΔAUC with quantitative junction metrics (e.g., continuity index, line-scan intensity) and cytokine outputs will sharpen causal inference. Although previous studies have described the vascular actions of cannabinoids, including CBD-associated improvements in endothelial function[ 18 ], the comparative effects of minor cannabinoids under defined inflammatory stimuli remain unclear. Reviews of cannabinoid biosynthesis further emphasize that many minor phytocannabinoids remain insufficiently characterized in terms of bioactivity[ 17 ]. Our study fills this gap by demonstrating that CBN uniquely and reproducibly protects the BBB from TNF-α–induced dysfunction while concurrently reducing inflammatory cytokine release. These findings align with emerging evidence that cannabinoids influence endothelial responses in context-dependent ways. Thus, our results provide novel mechanistic insight into the endothelial actions of minor cannabinoids and identify CBN as a credible candidate for mitigating BBB injury during systemic inflammation. Several limitations guide interpretation and future directions. First, a monoculture HBMEC system cannot recapitulate the full neurovascular unit (astrocytes, pericytes, microglia) or hemodynamic shear. Therefore, follow-up work in co-culture, BBB-on-chip, or flow-based models is needed. Second, donor heterogeneity was evident, particularly for CBN under IL-1β. Increasing donor numbers, stratifying by sex and age, and profiling baseline receptor and junctional protein expression should help identify predictors of response. Third, mechanistic specificity remains to be defined. Pharmacological dissection with CB1/CB2 antagonists, TRP channel and PPAR inhibitors, together with readouts of cytoskeletal tension (p-MLC, RhoA activity), junctional turnover (p120/β-catenin dynamics), and oxidative stress/Nrf2 signaling, will clarify how each cannabinoid alters barrier integrity. Finally, the dose–response relationships, especially for CBG, were non-monotonic, highlighting the need for finer concentration mapping (pM–low µM range) and stringent vehicle controls. Analogous to the effects of the cannabinoids on endothelial activation and dysfunction, we have also found that CBN, CBG, and CBD differentially modulate the activation of sensory neurons, as assessed by Calcium imaging[ 39 ]. Clinically, circulating markers of TNF-α–driven endothelial injury such as Angiopoietin-2 and syndecan-1 are strongly associated with sepsis severity, microvascular dysfunction, and mortality, reinforcing the concept of an “endotheliopathy” endotype in which TNF-α and endothelial damage are tightly coupled[ 40 – 42 ]. This is consistent with extensive experimental work showing that TNF-α is a central driver of endothelial activation, tight-junction disruption, and microvascular leak in sepsis models, largely via NF-κB–dependent signaling and junctional protein loss[ 43 , 44 ]. Although broad anti-TNF strategies in unselected sepsis populations have yielded mixed overall results, subgroup and meta-analytic data (for example with afelimomab) suggest potential benefit in biologically defined subsets, particularly patients with high baseline inflammatory burden (e.g., elevated IL-6)[ 45 – 47 ]. Together with our in-vitro data, this supports a testable hypothesis that CBN—or CBN-like compounds—might be most effective in patients with a “TNF-high, endotheliopathy-high” inflammatory endotype characterized by elevated TNF-α, soluble TNF receptors, and endothelial injury markers such as Ang-2 and syndecan-1[ 48 , 49 ]. Future studies integrating plasma cytokine profiling, endothelial biomarkers, and in-vivo or advanced in-vitro BBB readouts could evaluate whether CBN-based adjunctive therapy selectively stabilizes the BBB and mitigates cerebrovascular injury in these TNF-α–driven clinical phenotypes. Conclusions In our HBMEC model, CBN reproducibly attenuated TNF-α–induced barrier dysfunction and suppressed downstream IL-6 and IL-8 release, whereas its effects under IL-1β were weak and heterogeneous. This suggests that CBN preferentially engages TNF-α–linked endothelial pathways. From a translational standpoint, our findings position CBN as a promising candidate for TNF-α–dominant inflammatory states, such as systemic inflammation and sepsis-associated encephalopathy. Abbreviations ANOVA Analysis of variance ΔAUC Reduction in area under the curve BBB blood-brain barrier CBN Cannabinol CBG Cannabigerol CBD Cannabidiol ECIS Electric cell-substrate impedance sensing HBMEC Human brain microvascular endothelial cells IL 1β-Interleukin-1beta IL 6-Interleukin 6 IL 8-Interleukin 8 MeOH Methanol TEER Transendothelial electrical resistance THC Δ-9-tetrahydrocannabinol TNF α-Tumor necrosis factor alpha VE cadherin-Vascular endothelial-cadherin ZO 1-Zonula Occludens-1 Declarations Ethics approval and consent to participate: Not applicable Consent for publication: Not Applicable Availability of data and materials: The datasets used during the current study are available from the corresponding author on reasonable request. Competing interests: The authors declare that they have no competing interests Funding: This work was funded by NIH/NCCIH R01AT010757 (Hellman PI/Schumacher MPI) and the UCSF Department of Anesthesia and Perioperative Care Authors' contributions: SQ performed experiments, analyzed and interpreted the data, wrote the initial draft of and edited the paper. FH performed cytokine analyses, analyzed and interpreted the data, and contributed to the writing and editing of the paper. NN optimized assays to measure endothelial permeability, performed permeability experiments, and analyzed data. KT optimized and performed endothelial permeability assays and analyzed data. MS participated in the conception and planning of the study, and in the critical appraisal of results and editing of the paper. IMB participated in experiments testing effects of cannabinoids on endothelial cell inflammation. EL contributed to the conception and implementation of the experiments on cannabinol and to the analysis of endothelial inflammation. FX contributed to the conception of the project, optimized endothelial permeability and inflammation assays and immunofluorescence microscopy to visualize endothelial cells. JH conceived of the study, provided oversight for all of the experiments, analyzed and interpreted data, and edited the paper. All authors read and approved the final manuscript. Acknowledgements: Not applicable References Aird WC. Endothelium as an organ system. Crit Care Med. 2004;32(5 Suppl):S271–279. Abbott NJ, Rönnbäck L, Hansson E. Astrocyte-endothelial interactions at the blood-brain barrier. Nat Rev Neurosci. 2006;7(1):41–53. Weksler BB, Subileau EA, Perrière N, Charneau P, Holloway K, Leveque M, Tricoire-Leignel H, Nicotra A, Bourdoulous S, Turowski P, et al. Blood-brain barrier-specific properties of a human adult brain endothelial cell line. Faseb j. 2005;19(13):1872–4. Lu HC, Mackie K. An Introduction to the Endogenous Cannabinoid System. Biol Psychiatry. 2016;79(7):516–25. Lloyd E, Nguyen N, Hellman J. The endocannabinoid system, immunomodulation, and LPS-induced inflammation. In: Neurobiology and Physiology of the Endocannabinoid System. Edited by Vinood B. Patel VRP, Colin R. Martin, 1 edn: Elsevier; 2023: 17–34. Arthur P, Kalvala AK, Surapaneni SK, Singh MS. Applications of Cannabinoids in Neuropathic Pain: An Updated Review. Crit Rev Ther Drug Carrier Syst. 2024;41(1):1–33. Baranowska-Kuczko M, Kozłowska H, Kloza M, Kusaczuk M, Harasim-Symbor E, Biernacki M, Kasacka I, Malinowska B. Vasoprotective Endothelial Effects of Chronic Cannabidiol Treatment and Its Influence on the Endocannabinoid System in Rats with Primary and Secondary Hypertension. Pharmaceuticals (Basel) 2021, 14(11). Stone NL, England TJ, O'Sullivan SE. Protective Effects of Cannabidivarin and Cannabigerol on Cells of the Blood-Brain Barrier Under Ischemic Conditions. Cannabis Cannabinoid Res. 2021;6(4):315–26. Rathod SS, Agrawal YO. Phytocannabinoids as Potential Multitargeting Neuroprotectants in Alzheimer's Disease. Curr Drug Res Rev. 2024;16(2):94–110. Abbott NJ, Patabendige AA, Dolman DE, Yusof SR, Begley DJ. Structure and function of the blood-brain barrier. Neurobiol Dis. 2010;37(1):13–25. Atalay S, Jarocka-Karpowicz I, Skrzydlewska E. Antioxidative and Anti-Inflammatory Properties of Cannabidiol. Antioxid (Basel) 2019, 9(1). Zou S, Kumar U. Cannabinoid Receptors and the Endocannabinoid System: Signaling and Function in the Central Nervous System. Int J Mol Sci 2018, 19(3). Helms HC, Abbott NJ, Burek M, Cecchelli R, Couraud PO, Deli MA, Förster C, Galla HJ, Romero IA, Shusta EV, et al. In vitro models of the blood-brain barrier: An overview of commonly used brain endothelial cell culture models and guidelines for their use. J Cereb Blood Flow Metab. 2016;36(5):862–90. Vestweber D. VE-cadherin: the major endothelial adhesion molecule controlling cellular junctions and blood vessel formation. Arterioscler Thromb Vasc Biol. 2008;28(2):223–32. Banks WA, Erickson MA. The blood-brain barrier and immune function and dysfunction. Neurobiol Dis. 2010;37(1):26–32. Ashtar Nakhaei N, Najarian A, Farzaei MH, Norooznezhad AH. Endothelial dysfunction and angiogenesis: what is missing from COVID-19 and cannabidiol story? J Cannabis Res. 2022;4(1):21. Tahir MN, Raz FS, Rondeau-Gagné S, Trant JF. The biosynthesis of the cannabinoids. J Cannabis Res. 2021;3(1):7. O'Sullivan SE, Jensen SS, Nikolajsen GN, Bruun HZ, Bhuller R, Hoeng J. The therapeutic potential of purified cannabidiol. J Cannabis Res. 2023;5(1):21. Bokoch MP, Xu F, Govindaraju K, Lloyd E, Tsutsui K, Kothari RP, Adelmann D, Joffre J, Hellman J. Serum from patients with cirrhosis undergoing liver transplantation induces permeability in human pulmonary microvascular endothelial cells ex vivo. Front Med (Lausanne). 2024;11:1412891. Jurcau A, Simion A. Neuroinflammation in Cerebral Ischemia and Ischemia/Reperfusion Injuries: From Pathophysiology to Therapeutic Strategies. Int J Mol Sci 2021, 23(1). Guo X, Liu R, Jia M, Wang Q, Wu J. Ischemia Reperfusion Injury Induced Blood Brain Barrier Dysfunction and the Involved Molecular Mechanism. Neurochem Res. 2023;48(8):2320–34. Hammed O, Afolabi O, Ajike R, Hezekiah O, Alabi B, Ajao D, Saka W, Oyekunle O, Olusola B. Intestinal ischemia-reperfusion and blood-brain barrier compromise: pathways to cognitive dysfunction. Front Neurosci. 2025;19:1597170. Bain CR, Myles PS, Corcoran T, Dieleman JM. Postoperative systemic inflammatory dysregulation and corticosteroids: a narrative review. Anaesthesia. 2023;78(3):356–70. Yang M, Liu B, Chen B, Shen Y, Liu G. Cerebral ischemia-reperfusion injury: mechanisms and promising therapies. Front Pharmacol. 2025;16:1613464. Zhuang C, Xu F, Tsutsui K, Bokoch MP, Hellman J. Microbial and host inflammatory factors induce permeability and activate cytokine production by human glomerular microvascular endothelial cells. Shock 2025. Ng CT, Fong LY, Tan JJ, Abdullah MNH. Endothelial barrier disruptive effect of IFN-Ƴ and TNF-α: Synergism of pro-inflammatory cytokines. Cytokine. 2025;190:156922. Moztarzadeh S, Sepic S, Hamad I, Waschke J, Radeva MY, García-Ponce A. Cortactin is in a complex with VE-cadherin and is required for endothelial adherens junction stability through Rap1/Rac1 activation. Sci Rep. 2024;14(1):1218. Weber A, Wasiliew P, Kracht M. Interleukin-1 (IL-1) pathway. Sci Signal. 2010;3(105):cm1. Xu YR, Lei CQ. TAK1-TABs Complex: A Central Signalosome in Inflammatory Responses. Front Immunol. 2020;11:608976. Eddin LB, Meeran MFN, Subramanya SB, Jha NK, Ojha S. Therapeutic potential of agents targeting cannabinoid type 2 receptors in organ fibrosis. Pharmacol Res Perspect. 2024;12(6):e1219. Negri S, Faris P, Rosti V, Antognazza MR, Lodola F, Moccia F. Endothelial TRPV1 as an Emerging Molecular Target to Promote Therapeutic Angiogenesis. Cells 2020, 9(6). Bullock TA, Galpayage Dona KNU, Hale JF, Morales P, Jagerovic N, Andrews AM, Ramirez SH. Activation of CB2R by synthetic CB2R agonist, PM289, improves brain endothelial barrier properties, decreases inflammatory response and enhances endothelial repair. NeuroImmune Pharm Ther. 2023;2(4):387–400. Xiong T, Qiu N, Ni A, Xu X, Sun P, Li S, Yin KJ. Nitro-oleic acid activation of endothelial PPARγ signaling pathway alleviates neurovascular injury and improves functional outcomes in ischemic stroke. Brain Pathol 2025:e70037. Luan J, Ji X, Liu L. PPARγ in Atherosclerotic Endothelial Dysfunction: Regulatory Compounds and PTMs. Int J Mol Sci 2023, 24(19). Lu YC, Yeh WC, Ohashi PS. LPS/TLR4 signal transduction pathway. Cytokine. 2008;42(2):145–51. Iwasaki A, Medzhitov R. Control of adaptive immunity by the innate immune system. Nat Immunol. 2015;16(4):343–53. Pober JS, Sessa WC. Evolving functions of endothelial cells in inflammation. Nat Rev Immunol. 2007;7(10):803–15. Nagyoszi P, Wilhelm I, Farkas AE, Fazakas C, Dung NT, Hasko J, Krizbai IA. Expression and regulation of toll-like receptors in cerebral endothelial cells. Neurochem Int. 2010;57(5):556–64. Rabl K, Gruenke L, Banfal A, Eilers H, Hellman J, Schumacher MA. Minor Cannabinoids CBD, CBG, CBN and CBC differentially modulate sensory neuron activation. bioRxiv 2025. Yu WK, McNeil JB, Wickersham NE, Shaver CM, Bastarache JA, Ware LB. Angiopoietin-2 outperforms other endothelial biomarkers associated with severe acute kidney injury in patients with severe sepsis and respiratory failure. Crit Care. 2021;25(1):48. Patterson EK, Cepinskas G, Fraser DD. Endothelial Glycocalyx Degradation in Critical Illness and Injury. Front Med (Lausanne). 2022;9:898592. Inkinen N, Pettilä V, Lakkisto P, Kuitunen A, Jukarainen S, Bendel S, Inkinen O, Ala-Kokko T, Vaara ST. Association of endothelial and glycocalyx injury biomarkers with fluid administration, development of acute kidney injury, and 90-day mortality: data from the FINNAKI observational study. Ann Intensive Care. 2019;9(1):103. Wang R, Han Q, Fan J, Xu Z, Liu W, Liu D, Li Y, Du J, Sun J, Zhang H, et al. Sepsis-Induced Endothelial Barrier Dysfunction: Mechanisms, Pathology, and Therapeutic Advances. Res (Wash D C). 2025;8:0997. Clark PR, Kim RK, Pober JS, Kluger MS. Tumor necrosis factor disrupts claudin-5 endothelial tight junction barriers in two distinct NF-κB-dependent phases. PLoS ONE. 2015;10(3):e0120075. Panacek EA, Marshall JC, Albertson TE, Johnson DH, Johnson S, MacArthur RD, Miller M, Barchuk WT, Fischkoff S, Kaul M, et al. Efficacy and safety of the monoclonal anti-tumor necrosis factor antibody F(ab')2 fragment afelimomab in patients with severe sepsis and elevated interleukin-6 levels. Crit Care Med. 2004;32(11):2173–82. Lv S, Han M, Yi R, Kwon S, Dai C, Wang R. Anti-TNF-α therapy for patients with sepsis: a systematic meta-analysis. Int J Clin Pract. 2014;68(4):520–8. Qiu P, Cui X, Sun J, Welsh J, Natanson C, Eichacker PQ. Antitumor necrosis factor therapy is associated with improved survival in clinical sepsis trials: a meta-analysis. Crit Care Med. 2013;41(10):2419–29. Iba T, Maier CL, Helms J, Ferrer R, Thachil J, Levy JH. Managing sepsis and septic shock in an endothelial glycocalyx-friendly way: from the viewpoint of surviving sepsis campaign guidelines. Ann Intensive Care. 2024;14(1):64. Daniyarova KR, Sarkulova ZN, Tamadon A, Tokshilykova AB, Sarkulov MN, Kalieva BM, Mussin NM, Safarzoda Sharoffidin R. Glycocalyx and Endothelial Biomarkers as Prognostic Indicators in Sepsis: A Systematic Review and Meta-Analysis. Microbiologyopen. 2025;14(6):e70155. Additional Declarations No competing interests reported. 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Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-8982679","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":603376906,"identity":"2185dc41-a763-4ed4-908c-0631f9da29f5","order_by":0,"name":"Song Qin","email":"","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":false,"prefix":"","firstName":"Song","middleName":"","lastName":"Qin","suffix":""},{"id":603376908,"identity":"3501d1fe-b03b-48b7-acde-c006f0a5393b","order_by":1,"name":"Farhad Ghazali","email":"","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":false,"prefix":"","firstName":"Farhad","middleName":"","lastName":"Ghazali","suffix":""},{"id":603376911,"identity":"1f1a04d3-5e8c-467d-8abe-055a8e7527e9","order_by":2,"name":"Nina Nguyen","email":"","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":false,"prefix":"","firstName":"Nina","middleName":"","lastName":"Nguyen","suffix":""},{"id":603376913,"identity":"1845a816-9fcb-4f32-a552-ab940f25c0a6","order_by":3,"name":"Kyle Tsutsui","email":"","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":false,"prefix":"","firstName":"Kyle","middleName":"","lastName":"Tsutsui","suffix":""},{"id":603376915,"identity":"69134364-e182-4ced-b31f-f878b5e56b39","order_by":4,"name":"Mark Schumacher","email":"","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":false,"prefix":"","firstName":"Mark","middleName":"","lastName":"Schumacher","suffix":""},{"id":603376916,"identity":"86ffc769-c4f3-49e4-8b38-8416b9900c69","order_by":5,"name":"Ivan Magayewski Bonet","email":"","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":false,"prefix":"","firstName":"Ivan","middleName":"Magayewski","lastName":"Bonet","suffix":""},{"id":603376918,"identity":"02347b72-095d-4276-a77d-1d8fbc6a4db9","order_by":6,"name":"Elliot Lloyd","email":"","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":false,"prefix":"","firstName":"Elliot","middleName":"","lastName":"Lloyd","suffix":""},{"id":603376919,"identity":"97d4120b-b198-4aea-a38c-65a7f11a947c","order_by":7,"name":"Fengyun Xu","email":"","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":false,"prefix":"","firstName":"Fengyun","middleName":"","lastName":"Xu","suffix":""},{"id":603376920,"identity":"ebf567bb-201a-49ae-b270-ff61e8593c2e","order_by":8,"name":"Judith Hellman","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAA+0lEQVRIiWNgGAWjYBAC9gYGgwOMDQyJDezMDUC+DRAzPmBgYMOthRGk5SBICzMjSEsaEDMbENTCgKTlMBFaZiRvPPxxB0NiPzNj64afO84n9vcDtX0oO4xHS1rBgYNnGOpnNjO23ew9cztxxo1koOg5fFpygH5pY0jccJix7QZv2+3EDRL8B5h524jQsh+o5ebftnOJG/gPMzD/xaNFEG4LM2Pbbd62A4kbGJIZgGzcWqR5nhUcONsmkTgDaMtt2bZkY5BfDvacS8ephY89efOHyjabxP725mM337bZyQJDjPHBjzJrnFqgQAKVe4CQ+lEwCkbBKBgF+AEA0ahkWuEav2QAAAAASUVORK5CYII=","orcid":"","institution":"University of California, San Francisco","correspondingAuthor":true,"prefix":"","firstName":"Judith","middleName":"","lastName":"Hellman","suffix":""}],"badges":[],"createdAt":"2026-02-27 02:39:36","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-8982679/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-8982679/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":104410949,"identity":"1dfe2403-cd0d-437d-b868-a9237706221b","added_by":"auto","created_at":"2026-03-11 12:54:46","extension":"png","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":1480298,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eCBN reduces TNF-α and IL-1β–induced permeability of Donor A HBMEC.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eHBMEC (Donor A) were activated with TNF-α or IL-1β (0.1 ng/mL) for 10 h in the presence or absence of CBN (0.01–10 μM). Treatment with TNF-α substantially reduced normalized resistance (TEER) and ΔAUC vs. medium alone, indicating that TNF-ahas strong barrier-disrupting effects. CBN significantly improved ΔAUC at 0.1 and 10 μM, but not at 0.01 or 1 μM. Under IL-1β, CBN at 10 μM produced a modest attenuation, while 0.01–1 μM had no effect. Donor B showed similar directional trends with a higher effective concentration under TNF-α and a shifted active dose under IL-1β (see Supplementary Figure S1). Data are mean ± SEM; one-way ANOVA with multiple comparisons. *\u003cem\u003ep \u003c/em\u003e\u0026lt; 0.05, **\u003cem\u003ep \u003c/em\u003e\u0026lt; 0.01, ***\u003cem\u003ep\u003c/em\u003e\u0026lt; 0.001, ****\u003cem\u003ep\u003c/em\u003e \u0026lt; 0.0001, ns = not significant.\u003c/p\u003e","description":"","filename":"image1.png","url":"https://assets-eu.researchsquare.com/files/rs-8982679/v1/f6c5b986d1223230a5f9a118.png"},{"id":104409608,"identity":"2774fa1b-6694-4484-9a08-8a7a47927546","added_by":"auto","created_at":"2026-03-11 12:46:13","extension":"png","order_by":2,"title":"Figure 2","display":"","copyAsset":false,"role":"figure","size":1398162,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eCBD does not abrogate TNF-α- or IL-1β-induced barrier dysfunction of Donor A HBMEC. \u003c/strong\u003eHBMEC from Donor A were activated with TNF-α or IL-1β (0.1 ng/mL) in the presence or absence of CBD (0.01–10 μM) for 10 h. CBD did not modify TNF-α–induced reductions in resistance at any concentration. Under IL-1β, CBD concentrations of 1 and 10 μM CBD augmented barrier dysfunction. HBMEC from Donor B displayed a similar pattern, except that CBD at a concentration of 10 μM reduced TNF-α-induced barrier dysfunction, shown in Supplementary Figure 2. Data = mean ± SEM; one-way ANOVA. *\u003cem\u003ep \u003c/em\u003e\u0026lt; 0.05, **\u003cem\u003ep \u003c/em\u003e\u0026lt; 0.01, ***\u003cem\u003ep\u003c/em\u003e \u0026lt; 0.001, ****\u003cem\u003ep\u003c/em\u003e \u0026lt; 0.0001, ns = not significant.\u003c/p\u003e","description":"","filename":"image2.png","url":"https://assets-eu.researchsquare.com/files/rs-8982679/v1/db017d4abede363dfbdc54c8.png"},{"id":104411229,"identity":"c8be08b3-0973-472d-93f7-0164549c1951","added_by":"auto","created_at":"2026-03-11 12:55:42","extension":"png","order_by":3,"title":"Figure 3","display":"","copyAsset":false,"role":"figure","size":1386585,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eCBG augments TNF-α- or IL-1β-induced dysfunction of Donor A HBMEC.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eHBMEC from Donor A were treated with TNF-α or IL-1β (0.1 ng/mL) for 10 h in the presence of CBG (0.01–10 μM). Under TNF-α, CBG at 0.01–1 μM did not alter the decline in normalized resistance or ΔAUC relative to TNF-α alone, whereas 10 μM CBG further reduced ΔAUC, indicating enhanced barrier dysfunction. Under IL-1β, CBG again showed no protective effect at 0.01–1 μM and 10 μM CBG produced the most pronounced worsening of barrier integrity. Donor B displayed a similar dose-dependent detrimental pattern, with 10 μM CBG consistently aggravating TNF-α– and IL-1β–induced permeability (see Supplementary Figure 3). Data represent mean ± SEM; one-way ANOVA with multiple comparisons. *\u003cem\u003ep \u003c/em\u003e\u0026lt; 0.05, **\u003cem\u003ep \u003c/em\u003e\u0026lt; 0.01, ***\u003cem\u003ep\u003c/em\u003e \u0026lt; 0.001, ****\u003cem\u003ep\u003c/em\u003e \u0026lt; 0.0001, ns = not significant.\u003c/p\u003e","description":"","filename":"image3.png","url":"https://assets-eu.researchsquare.com/files/rs-8982679/v1/095192dbe1a66f44a017bba6.png"},{"id":104413125,"identity":"58088559-49ed-442b-80ef-a6a8e50ae20d","added_by":"auto","created_at":"2026-03-11 13:03:20","extension":"png","order_by":4,"title":"Figure 4","display":"","copyAsset":false,"role":"figure","size":1020368,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eCBN attenuates TNF-α but not IL-1β-induced dysregulation of cell-cell junctions of Donor A HBMEC.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e(A) TNF-α-Induced Permeability. Immunofluorescence staining of VE-cadherin, ZO-1, and F-actin in HBMEC treated with TNF-α (0.1 ng/mL) and/or CBN (10 μM). (B) IL-1β-Induced Permeability. Immunofluorescence staining of VE-cadherin, ZO-1, and F-actin in HBMEC treated with TNF-α (0.1 ng/mL) and/or CBN (10 μM). Scale bars = 100 μm.\u003c/p\u003e","description":"","filename":"image4.png","url":"https://assets-eu.researchsquare.com/files/rs-8982679/v1/e4ac412018caa94383d681a4.png"},{"id":104410969,"identity":"7c739c3e-b705-474f-a6a6-c5fd1b64bae0","added_by":"auto","created_at":"2026-03-11 12:54:53","extension":"jpeg","order_by":5,"title":"Figure 5","display":"","copyAsset":false,"role":"figure","size":223851,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eCannabinoids modulate TNF-α–induced IL-6 and IL-8 secretion by Donor A HBMEC.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eHBMEC were treated with TNF-α (0.1 ng/mL) together with CBN, CBG, or CBD (0.01–10 μM) for 10 h. CBN significantly reduced both IL-6 and IL-8 at all concentrations tested. CBG augmented IL-6 at several concentrations, but did not affect IL-8. CBD strongly induced IL-6 at 10 μM, and slightly reduced IL-8 at 0.1 μM. Data are mean ± SEM. One-way ANOVA with multiple comparisons. \u003cem\u003e*p \u0026lt; 0.05; **p \u0026lt; 0.01; ***p \u0026lt; 0.001; ****p \u0026lt; 0.0001\u003c/em\u003e; ns = not significant.\u003c/p\u003e","description":"","filename":"image5.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-8982679/v1/c860f512ac530057613cc91a.jpeg"},{"id":104413113,"identity":"00e9879c-efde-45fb-b5d0-872bf766cbd4","added_by":"auto","created_at":"2026-03-11 13:03:15","extension":"jpeg","order_by":6,"title":"Figure 6","display":"","copyAsset":false,"role":"figure","size":230942,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eCannabinoids modulate IL-1β–induced IL-6 and IL-8 secretion by Donor A HBMEC.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eHBMEC were stimulated with IL-1β (0.1 ng/mL) for 10 h in the presence of CBN, CBG, or CBD (0.01–10 μM). CBN did not alter IL-6 or IL-8 at any dose. CBG increased IL-6 at 0.01–1 μM and reduced IL-8 at 10 μM. CBD increased IL-6 at 10 μM and modestly reduced IL-8 at 0.01–0.1 μM. Data are mean ± SEM; one-way ANOVA. \u003cem\u003e*p \u0026lt; 0.05, **p \u0026lt; 0.01, **p \u0026lt; 0.001\u003c/em\u003e, ns = not significant\u003cem\u003e.\u003c/em\u003e\u003c/p\u003e","description":"","filename":"image6.jpeg","url":"https://assets-eu.researchsquare.com/files/rs-8982679/v1/63a9d1c3ad9a0db2d14141e8.jpeg"},{"id":109030872,"identity":"78e18eca-44d5-41a9-9ff7-34cdeafe2f11","added_by":"auto","created_at":"2026-05-12 00:24:48","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":6138832,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8982679/v1/bf0795de-c4a8-45ca-90c3-3373d4d2e5a0.pdf"},{"id":104409535,"identity":"e2e74058-788b-4ddc-bdd8-f70daed257b9","added_by":"auto","created_at":"2026-03-11 12:45:45","extension":"docx","order_by":0,"title":"","display":"","copyAsset":false,"role":"supplement","size":1307513,"visible":true,"origin":"","legend":"","description":"","filename":"SupplementaryFigures15withLegendsFeb26.docx","url":"https://assets-eu.researchsquare.com/files/rs-8982679/v1/ac4112460de67eabd6677255.docx"}],"financialInterests":"No competing interests reported.","formattedTitle":"Minor cannabinoids have pleiotropic effects on human brain microvascular endothelial activation and barrier function","fulltext":[{"header":"Background","content":"\u003cp\u003eEndothelial barrier dysfunction is a critical pathological feature of systemic inflammation and plays a pivotal role in the development of organ injury during critical illness[\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e]. Within the central nervous system, disruption of the blood\u0026ndash;brain barrier (BBB) caused by inflammatory cytokines, such as tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β), contributes to cerebral edema, neuroinflammation, and secondary neuronal damage[\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2\u003c/span\u003e]. Human brain microvascular endothelial cells (HBMEC), which form the structural and functional basis of the BBB, are particularly vulnerable to inflammatory insults, making them an important cellular model for studying barrier integrity under pathological conditions[\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eCannabinoids have recently garnered growing interest due to their immunomodulatory and barrier-protective properties [\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e]. While Δ-9-tetrahydrocannabinol (THC) and cannabidiol (CBD) are the most studied phytocannabinoids, increasing attention has been paid to minor cannabinoids such as cannabinol (CBN) and cannabigerol (CBG)[\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e]. Preclinical studies suggest that CBD and CBG may confer vascular or anti-inflammatory benefits; however, their effects on endothelial barrier function remain inconsistent and context-dependent[\u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e, \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e8\u003c/span\u003e]. In contrast, evidence regarding the vascular actions of CBN is sparse, despite its emerging popularity for symptom management, including pain, anxiety, and sleep disturbances[\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eGiven the critical role of BBB integrity in regulating neuroinflammation and preventing secondary neuronal injury, a systematic comparison of the effects of minor cannabinoids on endothelial barrier function is warranted[\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e]. Although previous research has primarily focused on the neuroprotective and anti-inflammatory properties of THC and CBD, considerably less is known about the vascular actions of CBN and CBG[\u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e]. Importantly, different minor cannabinoids may act through distinct receptor pathways and intracellular signaling mechanisms, suggesting that they could differentially modulate endothelial responses to inflammatory stimuli[\u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eHuman brain microvascular endothelial cells (HBMEC) are widely used as a representative model of the cerebral endothelium to evaluate blood-brain barrier (BBB) function in vitro[\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e]. Transendothelial electrical resistance (TEER) is a well-established quantitative method for assessing dynamic changes in barrier integrity and permeability[\u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e]. Structural evaluation of endothelial junctions is commonly performed by immunofluorescence staining for VE-cadherin, the major adhesion molecule regulating endothelial cell\u0026ndash;cell contacts and vascular barrier stability [\u003cspan citationid=\"CR14\" class=\"CitationRef\"\u003e14\u003c/span\u003e]. In addition, the quantification of cytokines such as IL-6 and IL-8 in cell culture supernatants provides insight into inflammatory activation and BBB dysfunction[\u003cspan citationid=\"CR15\" class=\"CitationRef\"\u003e15\u003c/span\u003e]. Together, these complementary approaches provide a robust framework for studying cytokine-induced endothelial barrier disruption and the protective effects of cannabinoids.\u003c/p\u003e \u003cp\u003eGrowing evidence suggests that cannabinoids exert context-dependent effects on vascular and endothelial biology. Recent work highlights the emerging interest in phytocannabinoids as modulators of endothelial dysfunction and inflammatory vascular injury, particularly in conditions such as COVID-19 where endothelial activation plays a central role[\u003cspan citationid=\"CR16\" class=\"CitationRef\"\u003e16\u003c/span\u003e]. In parallel, advances in cannabinoid biosynthesis have emphasized that many minor cannabinoids remain poorly characterized at both the structural and functional levels, underscoring a critical gap in understanding how less abundant phytocannabinoids, such as CBN and CBG, interact with endothelial pathways[\u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e17\u003c/span\u003e]. Beyond mechanistic insights, purified CBD has demonstrated improvements in human vascular endothelial function, including reductions in arterial stiffness and an increase in carotid artery diameter, suggesting that select phytocannabinoids may exert clinically relevant vascular effects[\u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e18\u003c/span\u003e]. Together, these findings underscore both the therapeutic potential and the knowledge gaps surrounding cannabinoids in endothelial regulation, highlighting the need for systematic evaluation of minor cannabinoids under defined inflammatory conditions.\u003c/p\u003e \u003cp\u003eWe hypothesized that minor cannabinoids would differentially affect the inflammatory activation of HBMEC. We therefore investigated how the minor cannabinoids CBN, CBD, and CBG modulate the barrier function of HBMEC exposed to the pro-inflammatory cytokines TNF-α and IL-1β, two key mediators of systemic inflammation and sepsis-associated encephalopathy. Barrier integrity was assessed using TEER measurements and immunofluorescence microscopy, and endothelial inflammation was assessed by quantifying IL-6 and IL-8 in culture supernatants. Our goal was to identify minor cannabinoids that are potentially capable of improving endothelial barrier function under inflammatory stress, thereby providing a rationale for subsequent mechanistic and translational studies.\u003c/p\u003e"},{"header":"Methods","content":"\u003cp\u003e \u003cb\u003eCell Culture.\u003c/b\u003e Primary human brain microvascular endothelial cells (HBMEC) from two independent donors were purchased from AnaBios (Kirkland, WA, USA). Cells were cultured in EGM\u0026reg;-2 MV microvascular endothelial cell growth medium-2 bullet kit (Lonza, Walkersville, MD) and used at passage 5. HBMEC from donor A (Lot# 376.01.05.01.2F) and donor B (Lot# 376.07.05.01.2F) were used for all experiments.\u003c/p\u003e \u003cp\u003e \u003cb\u003eCytokine and Cannabinoid Treatments.\u003c/b\u003e Cells were stimulated with TNF-α (0.1 ng/mL; R\u0026amp;D Systems, Cat# 10291-TA) or IL-1β (0.1 ng/mL; R\u0026amp;D Systems, Cat# 201-LB). CBN, CBD, and CBG were purchased (Cayman Chemical, Ann Arbor, MI, USA) as 1 mg/mL stock solutions in methanol (MeOH), Cannabinoids were applied at final concentrations of 0.01\u0026ndash;10 \u0026micro;M, and the final concentrations of vehicles (MeOH) were maintained at \u0026le;\u0026thinsp;0.1% in all conditions.\u003c/p\u003e \u003cp\u003e \u003cb\u003eTransendothelial electrical resistance (TEER) Measurement.\u003c/b\u003e TEER was measured using Electric cell-substrate impedance sensing (ECIS) as described[\u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e19\u003c/span\u003e]. Primary HBMEC were seeded onto array plate and allowed to grow to confluence, reaching a stable plateau of barrier resistance. Upon reaching this stable plateau phase, treatments were applied, and this moment was defined as time 0. TEER was continuously monitored using an ECIS Zθ system (Applied BioPhysics, NY, USA) at a frequency of 4000 Hz. TEER values were normalized to levels at time 0. Barrier dysfunction was quantified as the reduction in area under the curve (ΔAUC) over a 10-hour experimental period (0\u0026ndash;10 h) post-treatment.\u003c/p\u003e \u003cp\u003e \u003cb\u003eImmunofluorescence Microscopy.\u003c/b\u003e Barrier integrity was also assessed by immunofluorescence staining for the tight junction protein ZO-1, adherence junction protein VE-cadherin, and actin cytoskeleton (F-actin) at t\u0026thinsp;=\u0026thinsp;10 h. The primary antibody against ZO-1 (Cat. #339194, diluted 1:50) was obtained from Invitrogen (Thermo Fisher Scientific, Waltham, MA, USA). The primary antibody against VE-cadherin (Cat. #37085, diluted 1:50) was obtained from Cayman Chemical (Ann Arbor, MI, USA). F-actin staining was performed using a fluorescently labeled phalloidin conjugate (Cat. #ZK1129; Vector Laboratories, Newark, NJ, USA). Images were acquired using a KEYENCE BZ-X810 fluorescence microscope with identical exposure settings.\u003c/p\u003e \u003cp\u003e \u003cb\u003eELISA.\u003c/b\u003e IL-6 and IL-8 were quantified in HBMEC supernatants collected at the 10-hour time point using commercially available enzyme-linked immunosorbent assay (ELISA) kits (R\u0026amp;D Systems/Bio-Techne; Minneapolis, MN, USA) as per the manufacturer's instructions.\u003c/p\u003e \u003cp\u003e \u003cb\u003eStatistics.\u003c/b\u003e All data are expressed as mean \u0026plusmn;standard error of the mean (SEM) from a minimum of three independent experiments (n\u0026thinsp;=\u0026thinsp;5\u0026ndash;8 replicates per condition). Statistical analyses were performed using the GraphPad Prism software. Differences between groups were determined using either one-way or two-way analysis of variance (ANOVA), as appropriate for the experimental design. For all ANOVAs, post-hoc multiple comparisons were conducted using Tukey\u0026rsquo;s honest significant difference test. Statistical significance was set at P\u0026thinsp;\u0026lt;\u0026thinsp;0.05.\u003c/p\u003e"},{"header":"Results","content":"\u003cp\u003e\u003cstrong\u003eEffect of TNF-\u0026alpha; and IL-1\u0026beta; on HBMEC barrier function.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eTreatment of HBMEC from Donor A and Donor B with TNF-\u0026alpha; or IL-1\u0026beta; induced a marked loss of barrier integrity compared with medium alone, reflected by a robust reduction in TEER over time and a negative \u0026Delta;AUC (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e1\u003c/span\u003e\u0026ndash;\u003cspan class=\"InternalRef\"\u003e3\u003c/span\u003e; Supplementary Fig. \u003cspan class=\"InternalRef\"\u003eS1\u003c/span\u003e-S3). Given this reproducible cytokine-induced barrier dysfunction baseline, we next evaluated whether CBG, CBD, or CBN modulates cytokine-driven changes in TEER. Donor A data are presented in the main figures, and the corresponding Donor B results are shown in the Supplementary figures.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCBN effects on TNF-\u0026alpha;\u0026ndash; and IL-1\u0026beta;\u0026ndash;induced barrier dysfunction across donors.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eAcross two HBMEC donors, CBN showed a stimulus-dependent and donor-modulated barrier-protective profile (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e1\u003c/span\u003e; Supplementary Fig \u003cspan class=\"InternalRef\"\u003eS1\u003c/span\u003e).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTNF-\u0026alpha;-induced permeability\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn Donor A, CBN at 0.1 and 10 \u0026micro;M significantly reduced the \u0026Delta;AUC towards medium values, whereas 0.01 and 1 \u0026micro;M had no significant effect (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e1\u003c/span\u003eA). CBN also partially reversed TNF-\u0026alpha;-induced permeability of HBMEC from Donor B but only at CBN concentrations of 10 \u0026micro;M, but not 0.01\u0026ndash;1 \u0026micro;M (Supplementary Fig \u003cspan class=\"InternalRef\"\u003eS1\u003c/span\u003eA). Thus, CBN reproducibly counteracted TNF-\u0026alpha;\u0026ndash;mediated barrier dysfunction in both donors, albeit with a higher effective concentration in Donor B.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-1\u0026beta;-induced permeability\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn contrast to the results for TNF-\u0026alpha;, CBN again had only weak and donor-dependent effects on IL-1\u0026beta;-induced permeability of HBMEC from Donors A and B (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e1\u003c/span\u003eB). In Donor A cells, CBN at 0.01\u0026ndash;1 \u0026micro;M did not significantly change \u0026Delta;AUC compared with IL-1\u0026beta; alone, whereas 10 \u0026micro;M CBN modestly reduced IL-1\u0026beta;-induced changes toward medium alone (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e1\u003c/span\u003eB). In Donor B cells, CBN alone had no effect compared with medium, and 1 \u0026micro;M CBN slightly augmented IL-1\u0026beta;\u0026ndash;induced HBMEC permeability, as reflected by a further decrease in \u0026Delta;AUC relative to IL-1\u0026beta; alone (Supplementary Fig \u003cspan class=\"InternalRef\"\u003eS1\u003c/span\u003eB).\u003c/p\u003e\n\u003cp\u003e\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCBD has limited effects on HBMEC barrier function and augments IL-1\u0026beta;-induced permeability at higher concentrations.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eAcross HBMEC from both donors, CBD displayed minimal barrier-modifying activity, with its effects varying by both inflammatory stimulus and donor (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e2\u003c/span\u003e; Supplementary Fig.\u0026nbsp;2). Overall, CBD did not confer meaningful stabilization of barrier function, and at higher concentrations, it exacerbated cytokine-induced barrier dysfunction.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTNF-\u0026alpha;-induced permeability\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn Donor A, CBD at all tested concentrations (0.01\u0026ndash;10 \u0026micro;M) did not affect either the TEER trajectory or \u0026Delta;AUC of TNF- \u0026alpha;-activated HBMEC, suggesting that it has neither protective nor detrimental effects (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e2\u003c/span\u003eA). Donor B exhibited a similar lack of response at low and intermediate doses (0.01\u0026ndash;1 \u0026micro;M); however, 10 \u0026micro;M CBD produced a small but significant increase in the \u0026Delta;AUC, suggesting a modest barrier-preserving effect restricted to this high concentration and this donor (Supplementary Fig.\u0026nbsp;2A).\u003c/p\u003e\n\u003cp\u003e\u003cspan class=\"ItalicUnderline\"\u003eIL-1\u0026beta;-induced permeability\u003c/span\u003e: In contrast, under IL-1\u0026beta; stimulation (0.1 ng/mL), high concentrations of CBD augmented the permeability of HBMEC from both Donors. In Donor A HBMEC, CBD concentrations of 1 \u0026micro;M and 10 \u0026micro;M, but not 0.01 or 0.1 \u0026micro;M, significantly decreased \u0026Delta;AUC (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e2\u003c/span\u003eB). Donor B HBMEC exhibited a similar pattern: CBD concentrations of 10 \u0026micro;M, but not 0.01, 0.1 or 1 \u0026micro;M, significantly reduced \u0026Delta;AUC, demonstrating additional exacerbation of barrier dysfunction relative to IL-1\u0026beta; alone (Supplementary Fig.\u0026nbsp;2B). These results indicate that CBD can exacerbate IL-1\u0026beta;\u0026ndash;induced barrier dysfunction.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCBG Augments Permeability Induced by TNF-\u0026alpha; or IL-1\u0026beta;.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eAcross both HBMEC donors, lower concentrations of CBG did not affect TEER at concentrations from 0.01-1 \u0026micro;M, but markedly augmented both TNF-\u0026alpha; and IL-1\u0026beta;-induced reductions in TEER at a concentration of 10 \u0026micro;M (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e3\u003c/span\u003e; Supplementary Fig. S3).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTNF-\u0026alpha;-induced permeability\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eUnder TNF-\u0026alpha; stimulation, HBMEC from both donors exhibited the expected decline in normalized resistance with markedly negative \u0026Delta;AUC. In Donor A, CBG at 0.01\u0026ndash;1 \u0026micro;M did not alter either the TEER trajectory or \u0026Delta;AUC compared with TNF-\u0026alpha; alone (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e3\u003c/span\u003eA). In contrast, 10 \u0026micro;M CBG further decreased \u0026Delta;AUC, indicating this high concentration exacerbates TNF-\u0026alpha;\u0026ndash;induced barrier dysfunction.\u003c/p\u003e\n\u003cp\u003eA similar pattern was observed in response of HBMEC from Donor B (Supplementary Fig S3A). Low and intermediate concentrations (0.01\u0026ndash;1 \u0026micro;M) again had no detectable impact on barrier function relative to TNF-\u0026alpha; alone. However, 10 \u0026micro;M CBG significantly exacerbated the reduction in TEER, producing the most negative \u0026Delta;AUC among all conditions. These data confirm that at high concentrations, CBG reproducibly augments TNF-\u0026alpha;-induced HBMEC permeability.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-1\u0026beta;-induced permeability\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eUnder IL-1\u0026beta; stimulation, CBG showed a dose-dependent tendency to worsen permeability (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e3\u003c/span\u003eB; Supplementary Fig. S3B). In HBMEC from Donor A, treatment with CBG at 0.01\u0026ndash;1 \u0026micro;M did not affect IL-1\u0026beta;\u0026ndash;induced reductions in TEER as compared with IL-1\u0026beta; alone. Notably, 10 \u0026micro;M CBG strongly augmented the IL-1\u0026beta;-induced decrease in \u0026Delta;AUC, suggesting the CBG further disrupts IL-1\u0026beta;-induced endothelial dysfunction. The responses of Donor B cells paralleled those of Donor A cells. Low to intermediate concentrations (0.01\u0026ndash;1 \u0026micro;M) did not affect TEER or \u0026Delta;AUC, whereas 10 \u0026micro;M CBG significantly aggravated \u0026Delta;AUC, representing the strongest IL-1\u0026beta;\u0026ndash;induced permeability increase among all conditions tested.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eImmunofluorescence microscopy suggests CBN partially ameliorates TNF-\u0026alpha;-induced disruption of the endothelial barrier.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eImmunofluorescence microscopy of Donor A HBMEC demonstrated that TNF-\u0026alpha; (0.1 ng/mL) induced marked endothelial junctional disruption (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e4\u003c/span\u003eA). Compared with medium control, ZO-1 staining changed from a continuous belt-like pattern to discontinuous, fragmented borders, VE-cadherin became irregular and weakened at cell\u0026ndash;cell contacts, and F-actin redistributed from a cortical rim to prominent central stress fibers, consistent with cytoskeletal contraction and increased permeability.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTNF-\u0026alpha; Treatment\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eCBN alone (10 \u0026micro;M) did not alter junctional morphology as compared with medium. When co-applied with TNF-\u0026alpha;, CBN partially restored VE-cadherin organization towards baseline, with more continuous junctional labeling and fewer obvious gaps. However, ZO-1 continuity and F-actin stress fiber formation were only minimally affected and remained broadly similar to TNF-\u0026alpha; alone.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-1\u0026beta;-Treatment\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eCompared with medium, treatment with IL-1\u0026beta; (0.1 ng/mL) induced major changes in the endothelial barrier, including discontinuity of VE-cadherin and ZO-1 and robust formation of actin stress fibers. CBN 10 \u0026micro;M had no effect on basal junctional structure, and it did not ameliorate barrier dysfunction, restore junctional continuity or reduce stress fiber formation induced by IL-1\u0026beta;.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTNF-\u0026alpha; and IL-1\u0026beta; robustly induce IL-6 and IL-8 secretion in HBMEC across donors.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eTo validate the inflammatory responsiveness of our model, we first quantified IL-6 and IL-8 in supernatants from HBMEC (Donor A and Donor B) exposed to TNF-\u0026alpha; or IL-1\u0026beta;. Relative to medium controls, both cytokines significantly increased IL-6 and IL-8 secretion in each donor line (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e\u0026ndash;6; Supplementary Fig. S4-S5), confirming a robust and reproducible cytokine-driven inflammatory activation baseline for subsequent evaluation of cannabinoid modulation.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eLow concentrations of CBN attenuate TNF-\u0026alpha;\u0026ndash;driven IL-6 and IL-8 production across donors, highlighting consistent low-dose anti-inflammatory actions.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eTo assess whether CBN-induced changes in endothelial barrier function were paralleled by alterations in inflammatory activity, IL-6 and IL-8 concentrations were measured in HBMEC supernatants after 10 h of exposure to TNF-\u0026alpha; alone, CBN alone, and TNF-\u0026alpha; plus CBN.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-6 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eFor Donor A, low concentrations of CBN (0.01\u0026ndash;0.1 \u0026micro;M) significantly reduced TNF-\u0026alpha;\u0026ndash;induced IL-6, with the strongest suppression at 0.1 \u0026micro;M (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e). At higher concentrations (1 and 10 \u0026micro;M), IL-6 levels remained lower than TNF-\u0026alpha; alone, but the magnitude of inhibition was weaker. Similarly for Donor B, CBN at 0.01\u0026ndash;0.1 \u0026micro;M significantly decreased IL-6 (Supplementary Fig S4). Notably, at the highest concentration (10 \u0026micro;M), IL-6 levels rebounded markedly and were significantly higher than those induced by TNF-\u0026alpha; alone, indicating a loss of suppression and a paradoxical enhancement of cytokine release.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-8 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eFor Donor A, all concentrations of CBN (0.01\u0026ndash;10 \u0026micro;M) significantly reduced TNF-\u0026alpha;-induced IL-8 production (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e). For Donor B, CBN concentrations of 0.01\u0026ndash;1 \u0026micro;M significantly reduced TNF-\u0026alpha;-induced IL-8 production, but the highest concentration of CBN (10 \u0026micro;M) had no effect on TNF-\u0026alpha;-induced IL-8 production (Supplementary Fig S4).\u003c/p\u003e\n\u003cp\u003e\u0026nbsp;\u003c/p\u003e\n\u003ch3\u003eCBN Differentially Modulates IL-1\u0026beta;\u0026ndash;Induced IL-6 and IL-8 Production in a Donor-Dependent Manner\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eIL-6 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn Donor A, CBN concentrations of 0.01\u0026ndash;10 \u0026micro;M did not significantly change IL-1\u0026beta;\u0026ndash;induced IL-6 (Fig.\u0026nbsp;6). In contrast, in Donor B, all CBN concentrations (0.01\u0026ndash;10 \u0026micro;M) further increased IL-1\u0026beta;\u0026ndash;stimulated IL-6, with statistically significant elevations across doses and a consistent upward shift relative to IL-1\u0026beta; alone (Supplementary Fig. S5).\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-8 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn Donor A, CBN at 0.01\u0026ndash;10 \u0026micro;M did not significantly alter IL-8 levels, which remained similar to those in the IL-1\u0026beta; group (Fig.\u0026nbsp;6). By contrast, in Donor B, all CBN concentrations (0.01\u0026ndash;10 \u0026micro;M) augmented IL-1\u0026beta;-induced IL-8 secretion (Supplementary Fig. S5). Thus, there is donor to donor variability in the effects of CBN on IL-1\u0026beta;-induced IL-8 production.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFigure 6. Cannabinoids modulate IL-1\u0026beta;\u0026ndash;induced IL-6 and IL-8 secretion by Donor A HBMEC.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eHBMEC were stimulated with IL-1\u0026beta; (0.1 ng/mL) for 10 h in the presence of CBN, CBG, or CBD (0.01\u0026ndash;10 \u0026micro;M). CBN did not alter IL-6 or IL-8 at any dose. CBG increased IL-6 at 0.01\u0026ndash;1 \u0026micro;M and reduced IL-8 at 10 \u0026micro;M. CBD increased IL-6 at 10 \u0026micro;M and modestly reduced IL-8 at 0.01\u0026ndash;0.1 \u0026micro;M. Data are mean\u0026thinsp;\u0026plusmn;\u0026thinsp;SEM; one-way ANOVA. \u003cem\u003e*p\u0026thinsp;\u0026lt;\u0026thinsp;0.05, **p\u0026thinsp;\u0026lt;\u0026thinsp;0.01, **p\u0026thinsp;\u0026lt;\u0026thinsp;0.001\u003c/em\u003e, ns\u0026thinsp;=\u0026thinsp;not significant.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCBD Concentration-Dependently Enhances TNF-\u0026alpha;\u0026ndash;Induced IL-6 and IL-8 Production by HBMEC.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-6 Secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eFor Donor A HBMEC, CBD concentrations of 0.01 and 1 \u0026micro;M did not affect TNF-\u0026alpha;-induced IL-6 secretion (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e). In contrast, CBD at 10 \u0026micro;M increased IL-6 secretion, resulting in the largest cytokine response among all CBD-treated groups. For Donor B HBMEC, CBD at 0.01, 0.1, 1 and 10 \u0026micro;M concentration-dependently enhanced TNF-\u0026alpha;\u0026ndash;induced IL-6 production (Supplementary Fig S4).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-8 Secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eFor Donor A HBMEC, CBG (0.01\u0026ndash;10 \u0026micro;M) did not affect TNF-\u0026alpha;-induced IL-8 production (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e). For Donor B, all concentrations of CBG (0.01\u0026ndash;10 \u0026micro;M) augmented TNF-\u0026alpha;-induced IL-8 production (Supplementary Fig S4). These data indicate a pro-inflammatory effect of CBG.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCBD Has Limited Effects on IL-1\u0026beta;\u0026ndash;Induced Production of IL-6 but Selectively Suppresses IL-8 Production, Particularly in Donor B.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-6 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn Donor A, CBD at 0.01\u0026ndash;1 \u0026micro;M did not significantly modify IL-1\u0026beta;\u0026ndash;induced IL-6, whereas 10 \u0026micro;M CBD further elevated IL-6, yielding the highest IL-6 levels among CBD-treated groups and a significant increase relative to IL-1\u0026beta; alone (Fig.\u0026nbsp;6). In Donor B, CBD concentrations from 0.01\u0026ndash;10 \u0026micro;M did not significantly alter IL-6 production (Supplementary Fig. S5).\u003c/p\u003e\n\u003cp\u003e\u003cspan class=\"ItalicUnderline\"\u003eIL-8 secretion\u003c/span\u003e: In Donor A, CBD at 0.1 and 1 \u0026micro;M, but not 0.01 \u0026micro;M and 10 \u0026micro;M produced a modest reduction in IL-1\u0026beta;-induced IL-8 production (Fig.\u0026nbsp;6). In Donor B, CBD showed a more consistent inhibitory profile: all concentrations of CBD (0.01\u0026ndash;10 \u0026micro;M) significantly reduced IL-1\u0026beta;\u0026ndash;induced IL-8 secretion, with similar degrees of suppression across the dose range (Supplementary Fig. S5).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCBG Potentiates TNF-\u0026alpha;-Driven IL-6 and IL-8 Production by HBMEC.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-6 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eCBG induced a concentration-dependent augmentation of cytokine production. For Donor A, CBG concentrations of 0.01, 0.1 and 10 \u0026micro;M, but not 1 \u0026micro;M increased TNF-\u0026alpha;-induced IL-6 production (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e). In contrast, for Donor B, treatment with CBG at concentrations of 0.01, 0.1, 1 or 10 \u0026micro;M did not significantly affect TNF-\u0026alpha;-induced IL-6 secretion (Supplementary Fig S4). Thus, CBG does not exert an inhibitory effect on IL-6 production in Donor B.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-8 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eFor Donor A HBMEC, CBG at concentrations of 0.01\u0026ndash;10 \u0026micro;M did not alter TNF-\u0026alpha;\u0026ndash;induced IL-8 secretion (Fig.\u0026nbsp;\u003cspan class=\"InternalRef\"\u003e5\u003c/span\u003e). For Donor B HBMEC, CBG (0.01\u0026ndash;10 \u0026micro;M) augmented TNF-\u0026alpha;-induced IL-8 production, with high IL-8 secretion by cells treated with CBG concentrations of 1 and 10 \u0026micro;M (Supplementary Fig S4). Thus, CBG robustly augments TNF-\u0026alpha;\u0026ndash;induced IL-8 release by Donor B HBMEC.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCBG Induces Modest, Concentration-Dependent Changes in IL-1\u0026beta;\u0026ndash;Induced IL-6 and IL-8 Production with Donor-Specific Patterns.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-6 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn Donor A, CBG concentrations of 0.01, 0.1 and 1 \u0026micro;M, but not 10 \u0026micro;M augmented IL-6 production by IL-1\u0026beta;-activated HBMEC (Fig.\u0026nbsp;6). In Donor B HBMEC, CBG concentrations from 0.01-10 \u0026micro;M had no significant effect on IL-1\u0026beta;\u0026ndash;induced IL-6 (Supplementary Fig. S5).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eIL-8 secretion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eFor Donor A, CBG concentrations of 0.01\u0026ndash;1 \u0026micro;M had no effect on IL-1\u0026beta;\u0026ndash;induced IL-8 production, whereas 10 \u0026micro;M CBG significantly reduced IL-8 secretion (Fig.\u0026nbsp;6). In Donor B, CBG affected IL-8 differently (Supplementary Fig. S5). CBG at 0.01 \u0026micro;M and 1 \u0026micro;M significantly reduced IL-1\u0026beta;\u0026ndash;induced IL-8 production, whereas 0.1 \u0026micro;M and 10 \u0026micro;M had no significant effect.\u003c/p\u003e"},{"header":"Discussion","content":"\u003cp\u003eThis study reveals a coherent pattern of ligand- and cytokine-specific modulation of the human brain microvascular endothelium. Across two HBMEC donors, CBN reproducibly and robustly attenuated TNF-α–induced barrier dysfunction, restoring TEER, limiting permeability, and suppressing TNF-α–driven IL-6 and IL-8 release. In contrast, CBN’s actions on IL-1β-activated HBMEC were weak and donor-variable, without consistent barrier rescue and even mild worsening barrier dysfunction in Donor B. In contrast, CBD failed to protect barrier integrity under either cytokine; high doses tended to aggravate IL-1β-induced permeability, yet CBD selectively reduced IL-1β–induced IL-8 (especially in Donor B) with little effect on IL-6. These findings point to a narrow, chemokine-focused anti-inflammatory signal that is uncoupled from protection of the endothelial barrier structural. CBG showed the least favorable profile of the three cannabinoids, providing no barrier benefit under TNF-α or IL-1β and consistently exacerbating permeability at 10 µM, in several settings. Additionally, CBG treatment led to increased cytokine release. Collectively, our findings identify CBN as the most promising TNF-α–targeted barrier-protective candidate among the three minor cannabinoids, highlight CBD’s limited but specific modulation of the IL-1β–IL-8 axis, and underscore that cannabinoid effects on the BBB are highly dependent on cytokine milieu, concentration of the cannabinoid, and donor background.\u003c/p\u003e \u003cp\u003eAlthough CBN clearly attenuated TNF-α–induced barrier dysfunction at the functional level, its effects on individual junctional and cytoskeletal markers were not uniform. In Donor A, CBN partially improved VE-cadherin organization after TNF-α exposure, whereas ZO-1 and F-actin remained largely indistinguishable from TNF-α alone. One possibility is that CBN preferentially stabilizes adherens junctions while exerting only modest influence on tight junction scaffolding and actin remodeling, so that changes in ZO-1 and stress fibers are too subtle to be captured by qualitative immunofluorescence at the 10 h time point. Alternatively, TEER may integrate small, spatially heterogeneous improvements in paracellular sealing that do not translate into obvious changes in global ZO-1 patterning or bulk F-actin distribution. The lack of effect on any marker in the IL-1β model further supports the idea that CBN’s junctional actions are cytokine- and pathway-specific, with stronger engagement of TNF-α–related adhesion and signaling programs than of IL-1β-driven cytoskeletal responses.\u003c/p\u003e \u003cp\u003eImportantly, IL-1β and TNF-α are not unique to sepsis but are also rapidly induced in ischemia–reperfusion settings such as acute stroke and post-reperfusion neuroinflammation, where they contribute to BBB breakdown and cerebral edema[\u003cspan class=\"CitationRef\"\u003e20\u003c/span\u003e–\u003cspan class=\"CitationRef\"\u003e22\u003c/span\u003e]. Similarly, major tissue trauma and surgery trigger a systemic cytokine response characterized by early IL-1β and delayed but marked IL-6, IL-8 and TNF-α elevations, which are closely linked to postoperative complications and organ dysfunction[\u003cspan class=\"CitationRef\"\u003e23\u003c/span\u003e]. In these settings, transient or sustained rises in circulating cytokines may similarly compromise BBB integrity and amplify neuroinflammation[\u003cspan class=\"CitationRef\"\u003e24\u003c/span\u003e]. Consistent with brain microvascular endothelium acting as an active inflammatory effector, TNF-α and IL-1β alone produced a reproducible barrier-injury phenotype across both HBMEC donors, with sustained TEER decline and negative ΔAUC versus medium. Notably, this coupling of inflammatory activation with barrier failure is not unique to the BBB: human glomerular microvascular endothelial cells similarly increase permeability while concomitantly activating cytokine production in response to microbial and host inflammatory cues[\u003cspan class=\"CitationRef\"\u003e25\u003c/span\u003e]. Together, these observations support the broader relevance of our findings—TNF-α/IL-1β-driven endothelial barrier dysfunction represents a shared pathway across sepsis, ischemia–reperfusion injury, and surgical/traumatic insults—suggesting that the cannabinoid responses we observed may extend beyond classical sepsis and septic encephalopathy.\u003c/p\u003e \u003cp\u003eThe divergent responses to TNF-α and IL-1β may reflect fundamental differences in the mechanisms by which they regulate and disrupt endothelial cell homeostasis. TNF-α primarily promotes cytoskeletal contraction and junctional disassembly by activating the NF-κB and RhoA/ROCK pathways, leading to stress fiber formation and loss of VE-cadherin continuity [\u003cspan class=\"CitationRef\"\u003e26\u003c/span\u003e, \u003cspan class=\"CitationRef\"\u003e27\u003c/span\u003e]. Conversely, IL-1β activates a distinct signaling profile dominated by MyD88–IRAK–p38/JNK cascades, which amplify inflammatory gene expression and cytokine release rather than directly inducing cytoskeletal stress[\u003cspan class=\"CitationRef\"\u003e28\u003c/span\u003e, \u003cspan class=\"CitationRef\"\u003e29\u003c/span\u003e]. The strong barrier-protective effect of CBN under TNF-α stimulation, but not IL-1β, suggests that CBN may preferentially interfere with the NF-κB– or RhoA/ROCK-mediated cytoskeletal contractility pathway. Differential receptor expression and signal coupling may also underlie cytokine specificity. Cannabinoid receptors, including CB1, CB2, PPARγ, and TRPV channels, are variably expressed among endothelial populations and can differentially regulate anti-inflammatory and cytoprotective signaling[\u003cspan class=\"CitationRef\"\u003e30\u003c/span\u003e, \u003cspan class=\"CitationRef\"\u003e31\u003c/span\u003e]. The selective stabilizing of barrier function of CBN against TNF-α-mediated barrier injury may involve CB2 activation. Previous studies have demonstrated that stimulation of CB2 with the synthetic agonist PM289 improves brain endothelial barrier integrity, reduces inflammatory cytokine release, and accelerates endothelial repair following cytokine challenge, supporting a CB2-dependent mechanism underlying cannabinoid-mediated barrier protection[\u003cspan class=\"CitationRef\"\u003e32\u003c/span\u003e]. PPARγ activation exerts anti-inflammatory and junction-stabilizing effects[\u003cspan class=\"CitationRef\"\u003e33\u003c/span\u003e, \u003cspan class=\"CitationRef\"\u003e34\u003c/span\u003e]. Therefore, the selective efficacy of CBN under TNF-α conditions may be attributed to its partial agonism at CB2 and PPARγ, both of which negatively regulate NF-κB–driven inflammation.\u003c/p\u003e \u003cp\u003eCollectively, these findings position CBN as a promising modulator of TNF-α–driven endothelial injury, capable of preserving BBB integrity and suppressing cytokine amplification. However, its limited effect under IL-1β stimulation highlights the importance of the cytokine context and receptor heterogeneity. Further studies integrating VE-cadherin imaging and multi-omics profiling are warranted to elucidate the molecular targets and signaling networks through which CBN exerts selective barrier-protective actions. Ultimately, these insights could help to inform the rational design of cannabinoid-based interventions to mitigate BBB dysfunction during systemic inflammation and sepsis-associated encephalopathy.\u003c/p\u003e \u003cp\u003eAlthough lipopolysaccharide (LPS) is commonly used to induce endothelial inflammation, we intentionally employed TNF-α and IL-1β to model the cytokine-driven barrier dysfunction. LPS acts through Toll-like receptor 4 (TLR4) on immune cells, leading to the secondary release of pro-inflammatory cytokines such as TNF-α, IL-1β, and IL-6[\u003cspan class=\"CitationRef\"\u003e35\u003c/span\u003e, \u003cspan class=\"CitationRef\"\u003e36\u003c/span\u003e]. LPS can also activate endothelial cells via TLR4. Therefore, LPS directly activates endothelial cells via interaction with endothelial TLR4, and indirectly by inducing the release of cytokines, such as TNF-α and IL-1β. In contrast, direct stimulation with TNF-α and IL-1β provides a more defined model of cytokine-mediated endothelial injury, allowing us to specifically evaluate how cannabinoids modulate canonical inflammatory pathways, such as NF-κB, RhoA/ROCK, and MAPK (p38/JNK) signaling in human brain microvascular endothelial cells (HBMEC). These cytokines are widely recognized as key mediators of BBB disruption in systemic inflammation and sepsis-associated encephalopathy[\u003cspan class=\"CitationRef\"\u003e15\u003c/span\u003e, \u003cspan class=\"CitationRef\"\u003e37\u003c/span\u003e]. Moreover, HBMEC express relatively low levels of TLR4 compared to immune cells, resulting in a weaker direct response to LPS[\u003cspan class=\"CitationRef\"\u003e38\u003c/span\u003e]. Thus, the use of TNF-α and IL-1β enables a clearer mechanistic interpretation of how cannabinoids, particularly CBN, influence endothelial barrier integrity through cytokine-specific signaling mechanisms.\u003c/p\u003e \u003cp\u003eThe endothelial barrier stabilizing effects of CBN under TNF-α activation suggests that it interferes with contractile signaling and/or stabilizes endothelial junctional architecture. In contrast, the donor-dependent response under IL-1β implies that baseline differences between HBMEC donors - such as CB1/CB2 expression, engagement of non-canonical targets (TRP channels, PPARs, GPR55), redox status, or junctional protein abundance - may shift CBN’s net effect from protective to neutral or even detrimental. In other words, CBN appears to be a context-sensitive modulator whose efficacy is shaped by both the upstream cytokine and the intrinsic endothelial phenotype.\u003c/p\u003e \u003cp\u003eMethodologically, the multimodal design of this study is a major strength. Continuous TEER monitoring captured dynamic barrier trajectories, and normalization at 10 h—aligned with peak cytokine effects - allowed derivation of an integrated functional readout (ΔAUC). VE-cadherin (and ZO-1) immunofluorescence microscopy anatomically anchor these functional changes: conditions that improve TEER (e.g., CBN under TNF-α) are expected to maintain continuous, linear junctional staining, whereas permeability-enhancing conditions (e.g., high-dose CBG or CBD under IL-1β) should exhibit junctional gaps, discontinuities, or internalization. Parallel IL-6/IL-8 measurements help distinguish barrier changes driven primarily by cytoskeletal/junctional mechanisms from those driven by inflammatory amplification: protective CBN conditions coincide with lower cytokine release, whereas disruptive CBD/CBG conditions are associated with higher IL-6/IL-8. Correlating ΔAUC with quantitative junction metrics (e.g., continuity index, line-scan intensity) and cytokine outputs will sharpen causal inference.\u003c/p\u003e \u003cp\u003eAlthough previous studies have described the vascular actions of cannabinoids, including CBD-associated improvements in endothelial function[\u003cspan class=\"CitationRef\"\u003e18\u003c/span\u003e], the comparative effects of minor cannabinoids under defined inflammatory stimuli remain unclear. Reviews of cannabinoid biosynthesis further emphasize that many minor phytocannabinoids remain insufficiently characterized in terms of bioactivity[\u003cspan class=\"CitationRef\"\u003e17\u003c/span\u003e]. Our study fills this gap by demonstrating that CBN uniquely and reproducibly protects the BBB from TNF-α–induced dysfunction while concurrently reducing inflammatory cytokine release. These findings align with emerging evidence that cannabinoids influence endothelial responses in context-dependent ways. Thus, our results provide novel mechanistic insight into the endothelial actions of minor cannabinoids and identify CBN as a credible candidate for mitigating BBB injury during systemic inflammation.\u003c/p\u003e \u003cp\u003eSeveral limitations guide interpretation and future directions. First, a monoculture HBMEC system cannot recapitulate the full neurovascular unit (astrocytes, pericytes, microglia) or hemodynamic shear. Therefore, follow-up work in co-culture, BBB-on-chip, or flow-based models is needed. Second, donor heterogeneity was evident, particularly for CBN under IL-1β. Increasing donor numbers, stratifying by sex and age, and profiling baseline receptor and junctional protein expression should help identify predictors of response. Third, mechanistic specificity remains to be defined. Pharmacological dissection with CB1/CB2 antagonists, TRP channel and PPAR inhibitors, together with readouts of cytoskeletal tension (p-MLC, RhoA activity), junctional turnover (p120/β-catenin dynamics), and oxidative stress/Nrf2 signaling, will clarify how each cannabinoid alters barrier integrity. Finally, the dose–response relationships, especially for CBG, were non-monotonic, highlighting the need for finer concentration mapping (pM–low µM range) and stringent vehicle controls. Analogous to the effects of the cannabinoids on endothelial activation and dysfunction, we have also found that CBN, CBG, and CBD differentially modulate the activation of sensory neurons, as assessed by Calcium imaging[\u003cspan class=\"CitationRef\"\u003e39\u003c/span\u003e].\u003c/p\u003e \u003cp\u003eClinically, circulating markers of TNF-α–driven endothelial injury such as Angiopoietin-2 and syndecan-1 are strongly associated with sepsis severity, microvascular dysfunction, and mortality, reinforcing the concept of an “endotheliopathy” endotype in which TNF-α and endothelial damage are tightly coupled[\u003cspan class=\"CitationRef\"\u003e40\u003c/span\u003e–\u003cspan class=\"CitationRef\"\u003e42\u003c/span\u003e]. This is consistent with extensive experimental work showing that TNF-α is a central driver of endothelial activation, tight-junction disruption, and microvascular leak in sepsis models, largely via NF-κB–dependent signaling and junctional protein loss[\u003cspan class=\"CitationRef\"\u003e43\u003c/span\u003e, \u003cspan class=\"CitationRef\"\u003e44\u003c/span\u003e]. Although broad anti-TNF strategies in unselected sepsis populations have yielded mixed overall results, subgroup and meta-analytic data (for example with afelimomab) suggest potential benefit in biologically defined subsets, particularly patients with high baseline inflammatory burden (e.g., elevated IL-6)[\u003cspan class=\"CitationRef\"\u003e45\u003c/span\u003e–\u003cspan class=\"CitationRef\"\u003e47\u003c/span\u003e]. Together with our in-vitro data, this supports a testable hypothesis that CBN—or CBN-like compounds—might be most effective in patients with a “TNF-high, endotheliopathy-high” inflammatory endotype characterized by elevated TNF-α, soluble TNF receptors, and endothelial injury markers such as Ang-2 and syndecan-1[\u003cspan class=\"CitationRef\"\u003e48\u003c/span\u003e, \u003cspan class=\"CitationRef\"\u003e49\u003c/span\u003e]. Future studies integrating plasma cytokine profiling, endothelial biomarkers, and in-vivo or advanced in-vitro BBB readouts could evaluate whether CBN-based adjunctive therapy selectively stabilizes the BBB and mitigates cerebrovascular injury in these TNF-α–driven clinical phenotypes.\u003c/p\u003e \u003cp\u003e\u003c/p\u003e"},{"header":"Conclusions","content":"\u003cp\u003eIn our HBMEC model, CBN reproducibly attenuated TNF-α–induced barrier dysfunction and suppressed downstream IL-6 and IL-8 release, whereas its effects under IL-1β were weak and heterogeneous. This suggests that CBN preferentially engages TNF-α–linked endothelial pathways. From a translational standpoint, our findings position CBN as a promising candidate for TNF-α–dominant inflammatory states, such as systemic inflammation and sepsis-associated encephalopathy.\u003c/p\u003e"},{"header":"Abbreviations","content":"\u003cdiv class=\"DefinitionList\"\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eANOVA\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eAnalysis of variance\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eΔAUC\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eReduction in area under the curve\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eBBB\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eblood-brain barrier\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eCBN\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eCannabinol\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eCBG\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eCannabigerol\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eCBD\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eCannabidiol\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eECIS\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eElectric cell-substrate impedance sensing\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eHBMEC\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eHuman brain microvascular endothelial cells\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eIL\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003e1β-Interleukin-1beta\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eIL\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003e6-Interleukin 6\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eIL\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003e8-Interleukin 8\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eMeOH\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eMethanol\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eTEER\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eTransendothelial electrical resistance\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eTHC\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eΔ-9-tetrahydrocannabinol\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eTNF\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003eα-Tumor necrosis factor alpha\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eVE\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003ecadherin-Vascular endothelial-cadherin\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003cdiv class=\"DefinitionListEntry\"\u003e \u003cdiv class=\"Term\"\u003eZO\u003c/div\u003e \u003cdiv class=\"Description\"\u003e \u003cp\u003e1-Zonula Occludens-1\u003c/p\u003e \u003c/div\u003e \u003c/div\u003e \u003c/div\u003e"},{"header":"Declarations","content":"\u003cul\u003e\n \u003cli\u003e\u003cstrong\u003eEthics approval and consent to participate:\u0026nbsp;\u003c/strong\u003eNot applicable\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eConsent for publication:\u003c/strong\u003e Not Applicable\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eAvailability of data and materials:\u003c/strong\u003e The datasets used during the current study are available from the corresponding author on reasonable request.\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eCompeting interests:\u003c/strong\u003e The authors declare that they have no competing interests\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eFunding:\u0026nbsp;\u003c/strong\u003eThis work was funded by NIH/NCCIH R01AT010757 (Hellman PI/Schumacher MPI) and the UCSF Department of Anesthesia and Perioperative Care\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eAuthors' contributions:\u0026nbsp;\u003c/strong\u003eSQ performed experiments, analyzed and interpreted the data, wrote the initial draft of and edited the paper. FH performed cytokine analyses, analyzed and interpreted the data, and contributed to the writing and editing of the paper. NN optimized assays to measure endothelial permeability, performed permeability experiments, and analyzed data. KT optimized and performed endothelial permeability assays and analyzed data. MS participated in the conception and planning of the study, and in the critical appraisal of results and editing of the paper. IMB participated in experiments testing effects of cannabinoids on endothelial cell inflammation. EL contributed to the conception and implementation of the experiments \u0026nbsp;on cannabinol and to the analysis of endothelial inflammation. FX contributed to the conception of the project, optimized endothelial permeability and inflammation assays and immunofluorescence microscopy to visualize endothelial cells. JH conceived of the study, provided oversight for all of the experiments, analyzed and interpreted data, and edited the paper. All authors read and approved the final manuscript.\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eAcknowledgements:\u0026nbsp;\u003c/strong\u003eNot applicable\u003c/li\u003e\n\u003c/ul\u003e"},{"header":"References","content":"\u003col\u003e\u003cli\u003e\u003cspan\u003eAird WC. Endothelium as an organ system. Crit Care Med. 2004;32(5 Suppl):S271\u0026ndash;279.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eAbbott NJ, R\u0026ouml;nnb\u0026auml;ck L, Hansson E. Astrocyte-endothelial interactions at the blood-brain barrier. Nat Rev Neurosci. 2006;7(1):41\u0026ndash;53.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eWeksler BB, Subileau EA, Perri\u0026egrave;re N, Charneau P, Holloway K, Leveque M, Tricoire-Leignel H, Nicotra A, Bourdoulous S, Turowski P, et al. Blood-brain barrier-specific properties of a human adult brain endothelial cell line. Faseb j. 2005;19(13):1872\u0026ndash;4.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eLu HC, Mackie K. An Introduction to the Endogenous Cannabinoid System. Biol Psychiatry. 2016;79(7):516\u0026ndash;25.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eLloyd E, Nguyen N, Hellman J. The endocannabinoid system, immunomodulation, and LPS-induced inflammation. In: \u003cem\u003eNeurobiology and Physiology of the Endocannabinoid System.\u003c/em\u003e Edited by Vinood B. Patel VRP, Colin R. Martin, 1 edn: Elsevier; 2023: 17\u0026ndash;34.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eArthur P, Kalvala AK, Surapaneni SK, Singh MS. Applications of Cannabinoids in Neuropathic Pain: An Updated Review. Crit Rev Ther Drug Carrier Syst. 2024;41(1):1\u0026ndash;33.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBaranowska-Kuczko M, Kozłowska H, Kloza M, Kusaczuk M, Harasim-Symbor E, Biernacki M, Kasacka I, Malinowska B. Vasoprotective Endothelial Effects of Chronic Cannabidiol Treatment and Its Influence on the Endocannabinoid System in Rats with Primary and Secondary Hypertension. Pharmaceuticals (Basel) 2021, 14(11).\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eStone NL, England TJ, O'Sullivan SE. Protective Effects of Cannabidivarin and Cannabigerol on Cells of the Blood-Brain Barrier Under Ischemic Conditions. Cannabis Cannabinoid Res. 2021;6(4):315\u0026ndash;26.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eRathod SS, Agrawal YO. Phytocannabinoids as Potential Multitargeting Neuroprotectants in Alzheimer's Disease. Curr Drug Res Rev. 2024;16(2):94\u0026ndash;110.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eAbbott NJ, Patabendige AA, Dolman DE, Yusof SR, Begley DJ. Structure and function of the blood-brain barrier. Neurobiol Dis. 2010;37(1):13\u0026ndash;25.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eAtalay S, Jarocka-Karpowicz I, Skrzydlewska E. Antioxidative and Anti-Inflammatory Properties of Cannabidiol. Antioxid (Basel) 2019, 9(1).\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eZou S, Kumar U. Cannabinoid Receptors and the Endocannabinoid System: Signaling and Function in the Central Nervous System. Int J Mol Sci 2018, 19(3).\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eHelms HC, Abbott NJ, Burek M, Cecchelli R, Couraud PO, Deli MA, F\u0026ouml;rster C, Galla HJ, Romero IA, Shusta EV, et al. In vitro models of the blood-brain barrier: An overview of commonly used brain endothelial cell culture models and guidelines for their use. J Cereb Blood Flow Metab. 2016;36(5):862\u0026ndash;90.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eVestweber D. VE-cadherin: the major endothelial adhesion molecule controlling cellular junctions and blood vessel formation. Arterioscler Thromb Vasc Biol. 2008;28(2):223\u0026ndash;32.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBanks WA, Erickson MA. The blood-brain barrier and immune function and dysfunction. Neurobiol Dis. 2010;37(1):26\u0026ndash;32.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eAshtar Nakhaei N, Najarian A, Farzaei MH, Norooznezhad AH. Endothelial dysfunction and angiogenesis: what is missing from COVID-19 and cannabidiol story? J Cannabis Res. 2022;4(1):21.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eTahir MN, Raz FS, Rondeau-Gagn\u0026eacute; S, Trant JF. The biosynthesis of the cannabinoids. J Cannabis Res. 2021;3(1):7.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eO'Sullivan SE, Jensen SS, Nikolajsen GN, Bruun HZ, Bhuller R, Hoeng J. The therapeutic potential of purified cannabidiol. J Cannabis Res. 2023;5(1):21.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBokoch MP, Xu F, Govindaraju K, Lloyd E, Tsutsui K, Kothari RP, Adelmann D, Joffre J, Hellman J. Serum from patients with cirrhosis undergoing liver transplantation induces permeability in human pulmonary microvascular endothelial cells ex vivo. Front Med (Lausanne). 2024;11:1412891.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eJurcau A, Simion A. Neuroinflammation in Cerebral Ischemia and Ischemia/Reperfusion Injuries: From Pathophysiology to Therapeutic Strategies. Int J Mol Sci 2021, 23(1).\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eGuo X, Liu R, Jia M, Wang Q, Wu J. Ischemia Reperfusion Injury Induced Blood Brain Barrier Dysfunction and the Involved Molecular Mechanism. Neurochem Res. 2023;48(8):2320\u0026ndash;34.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eHammed O, Afolabi O, Ajike R, Hezekiah O, Alabi B, Ajao D, Saka W, Oyekunle O, Olusola B. Intestinal ischemia-reperfusion and blood-brain barrier compromise: pathways to cognitive dysfunction. Front Neurosci. 2025;19:1597170.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBain CR, Myles PS, Corcoran T, Dieleman JM. Postoperative systemic inflammatory dysregulation and corticosteroids: a narrative review. Anaesthesia. 2023;78(3):356\u0026ndash;70.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eYang M, Liu B, Chen B, Shen Y, Liu G. Cerebral ischemia-reperfusion injury: mechanisms and promising therapies. Front Pharmacol. 2025;16:1613464.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eZhuang C, Xu F, Tsutsui K, Bokoch MP, Hellman J. Microbial and host inflammatory factors induce permeability and activate cytokine production by human glomerular microvascular endothelial cells. \u003cem\u003eShock\u003c/em\u003e 2025.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eNg CT, Fong LY, Tan JJ, Abdullah MNH. Endothelial barrier disruptive effect of IFN-Ƴ and TNF-α: Synergism of pro-inflammatory cytokines. Cytokine. 2025;190:156922.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eMoztarzadeh S, Sepic S, Hamad I, Waschke J, Radeva MY, Garc\u0026iacute;a-Ponce A. Cortactin is in a complex with VE-cadherin and is required for endothelial adherens junction stability through Rap1/Rac1 activation. Sci Rep. 2024;14(1):1218.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eWeber A, Wasiliew P, Kracht M. Interleukin-1 (IL-1) pathway. Sci Signal. 2010;3(105):cm1.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eXu YR, Lei CQ. TAK1-TABs Complex: A Central Signalosome in Inflammatory Responses. Front Immunol. 2020;11:608976.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eEddin LB, Meeran MFN, Subramanya SB, Jha NK, Ojha S. Therapeutic potential of agents targeting cannabinoid type 2 receptors in organ fibrosis. Pharmacol Res Perspect. 2024;12(6):e1219.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eNegri S, Faris P, Rosti V, Antognazza MR, Lodola F, Moccia F. Endothelial TRPV1 as an Emerging Molecular Target to Promote Therapeutic Angiogenesis. Cells 2020, 9(6).\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eBullock TA, Galpayage Dona KNU, Hale JF, Morales P, Jagerovic N, Andrews AM, Ramirez SH. Activation of CB2R by synthetic CB2R agonist, PM289, improves brain endothelial barrier properties, decreases inflammatory response and enhances endothelial repair. NeuroImmune Pharm Ther. 2023;2(4):387\u0026ndash;400.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eXiong T, Qiu N, Ni A, Xu X, Sun P, Li S, Yin KJ. Nitro-oleic acid activation of endothelial PPARγ signaling pathway alleviates neurovascular injury and improves functional outcomes in ischemic stroke. Brain Pathol 2025:e70037.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eLuan J, Ji X, Liu L. PPARγ in Atherosclerotic Endothelial Dysfunction: Regulatory Compounds and PTMs. Int J Mol Sci 2023, 24(19).\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eLu YC, Yeh WC, Ohashi PS. LPS/TLR4 signal transduction pathway. Cytokine. 2008;42(2):145\u0026ndash;51.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eIwasaki A, Medzhitov R. Control of adaptive immunity by the innate immune system. Nat Immunol. 2015;16(4):343\u0026ndash;53.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003ePober JS, Sessa WC. Evolving functions of endothelial cells in inflammation. Nat Rev Immunol. 2007;7(10):803\u0026ndash;15.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eNagyoszi P, Wilhelm I, Farkas AE, Fazakas C, Dung NT, Hasko J, Krizbai IA. Expression and regulation of toll-like receptors in cerebral endothelial cells. Neurochem Int. 2010;57(5):556\u0026ndash;64.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eRabl K, Gruenke L, Banfal A, Eilers H, Hellman J, Schumacher MA. Minor Cannabinoids CBD, CBG, CBN and CBC differentially modulate sensory neuron activation. \u003cem\u003ebioRxiv\u003c/em\u003e 2025.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eYu WK, McNeil JB, Wickersham NE, Shaver CM, Bastarache JA, Ware LB. Angiopoietin-2 outperforms other endothelial biomarkers associated with severe acute kidney injury in patients with severe sepsis and respiratory failure. Crit Care. 2021;25(1):48.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003ePatterson EK, Cepinskas G, Fraser DD. Endothelial Glycocalyx Degradation in Critical Illness and Injury. Front Med (Lausanne). 2022;9:898592.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eInkinen N, Pettil\u0026auml; V, Lakkisto P, Kuitunen A, Jukarainen S, Bendel S, Inkinen O, Ala-Kokko T, Vaara ST. Association of endothelial and glycocalyx injury biomarkers with fluid administration, development of acute kidney injury, and 90-day mortality: data from the FINNAKI observational study. Ann Intensive Care. 2019;9(1):103.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eWang R, Han Q, Fan J, Xu Z, Liu W, Liu D, Li Y, Du J, Sun J, Zhang H, et al. Sepsis-Induced Endothelial Barrier Dysfunction: Mechanisms, Pathology, and Therapeutic Advances. Res (Wash D C). 2025;8:0997.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eClark PR, Kim RK, Pober JS, Kluger MS. Tumor necrosis factor disrupts claudin-5 endothelial tight junction barriers in two distinct NF-κB-dependent phases. PLoS ONE. 2015;10(3):e0120075.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003ePanacek EA, Marshall JC, Albertson TE, Johnson DH, Johnson S, MacArthur RD, Miller M, Barchuk WT, Fischkoff S, Kaul M, et al. Efficacy and safety of the monoclonal anti-tumor necrosis factor antibody F(ab')2 fragment afelimomab in patients with severe sepsis and elevated interleukin-6 levels. Crit Care Med. 2004;32(11):2173\u0026ndash;82.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eLv S, Han M, Yi R, Kwon S, Dai C, Wang R. Anti-TNF-α therapy for patients with sepsis: a systematic meta-analysis. Int J Clin Pract. 2014;68(4):520\u0026ndash;8.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eQiu P, Cui X, Sun J, Welsh J, Natanson C, Eichacker PQ. Antitumor necrosis factor therapy is associated with improved survival in clinical sepsis trials: a meta-analysis. Crit Care Med. 2013;41(10):2419\u0026ndash;29.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eIba T, Maier CL, Helms J, Ferrer R, Thachil J, Levy JH. Managing sepsis and septic shock in an endothelial glycocalyx-friendly way: from the viewpoint of surviving sepsis campaign guidelines. Ann Intensive Care. 2024;14(1):64.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eDaniyarova KR, Sarkulova ZN, Tamadon A, Tokshilykova AB, Sarkulov MN, Kalieva BM, Mussin NM, Safarzoda Sharoffidin R. Glycocalyx and Endothelial Biomarkers as Prognostic Indicators in Sepsis: A Systematic Review and Meta-Analysis. Microbiologyopen. 2025;14(6):e70155.\u003c/span\u003e\u003c/li\u003e\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Cannabinol, Cannabigerol, Cannabidiol, Blood–brain barrier, Endothelial permeability, TNF-α, IL-1β, Neuroinflammation","lastPublishedDoi":"10.21203/rs.3.rs-8982679/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8982679/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003ch2\u003eBackground\u003c/h2\u003e \u003cp\u003eDisruption of the blood\u0026ndash;brain barrier is a key driver of neuroinflammation during systemic inflammatory states. While minor phytocannabinoids, including cannabinol (CBN), cannabigerol (CBG), and cannabidiol (CBD), are recognized for their potential vascular and immunomodulatory actions, their direct impact on human brain endothelial barrier function under cytokine stress has not been systematically evaluated.\u003c/p\u003e\u003ch2\u003eMethods\u003c/h2\u003e \u003cp\u003ePrimary human brain microvascular endothelial cells (HBMEC) from two donors were treated with TNF-α or IL-1β (0.1 ng/mL) in the presence or absence of CBN, CBG, or CBD (0.01\u0026ndash;10 \u0026micro;M). Barrier function was assessed between 0\u0026ndash;10 h using transendothelial electrical resistance (TEER). The structural integrity of tight and adherens junctions was assessed using immunofluorescence for Zonula Occludens-1 (ZO-1), Vascular endothelial (VE)-cadherin, and F-actin. IL-6 and IL-8 levels were measured using ELISA.\u003c/p\u003e\u003ch2\u003eResults\u003c/h2\u003e \u003cp\u003eTNF-α and IL-1β each induced a rapid and sustained reduction in HBMEC TEER, consistent with barrier dysfunction and junctional disruption, as assessed by immunofluorescence microscopy of ZO-1, VE-cadherin, and F-actin. Across both donors, CBN attenuated TNF-α\u0026ndash;induced reductions in TEER and suppressed TNF-α\u0026ndash;stimulated IL-6 and IL-8 release (p\u0026thinsp;\u0026lt;\u0026thinsp;0.05), and partially restored VE-cadherin organization towards baseline, but not ZO-1 or F-actin. In contrast, CBN showed minimal or donor-variable effect under IL-1β, with no reproducible effect on TEER. CBD had little or no effect in the TNF-α model, and at higher concentrations, exacerbated IL-1β-driven permeability of HBMEC from one donor (p\u0026thinsp;\u0026lt;\u0026thinsp;0.05). CBD selectively reduced IL-1β\u0026ndash;induced IL-8 secretion with limited impact on IL-6. CBG at 10 \u0026micro;M augmented reductions in TEER induced by IL-1β or TNF-α (p\u0026thinsp;\u0026lt;\u0026thinsp;0.05), and variably affected IL-1β or TNF-α-induced IL-6 and IL-8 release.\u003c/p\u003e\u003ch2\u003eConclusions\u003c/h2\u003e \u003cp\u003eCBN partially reverses TNF-α-induced HBMEC barrier dysfunction and IL-6 and IL-8 production. In contrast, CBD shows a narrow, cytokine-specific anti-inflammatory signal, with partial suppression of IL-1β\u0026ndash;induced IL-8 without barrier protection. Finally, CBG potentiates IL-1β and TNF-α-induced permeability, and is pro-inflammatory at higher concentrations. Our study identifies CBN as the most promising of these minor cannabinoids for TNF-α\u0026ndash;driven inflammatory states, with associated endothelial activation and dysfunction, such as sepsis. These findings underscore that cannabinoid actions on brain endothelial cells are both ligand- and cytokine-dependent and highlight the need to match cannabinoid choice and dosing to the prevailing inflammatory milieu.\u003c/p\u003e","manuscriptTitle":"Minor cannabinoids have pleiotropic effects on human brain microvascular endothelial activation and barrier function","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-03-11 06:34:05","doi":"10.21203/rs.3.rs-8982679/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"1678a63e-f0d5-4b6f-bff4-d0c2bac1b9ba","owner":[],"postedDate":"March 11th, 2026","published":true,"recentEditorialEvents":[{"type":"decision","content":"Rejected","date":"2026-05-12T00:09:25+00:00","index":"","fulltext":""}],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2026-05-12T00:23:49+00:00","versionOfRecord":[],"versionCreatedAt":"2026-03-11 06:34:05","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-8982679","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8982679","identity":"rs-8982679","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}

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