Fatty Acid Oxidation Fuels Mitochondrial Respiration to Drive Epidermal Stem Cell Fate and Barrier Regeneration | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Article Fatty Acid Oxidation Fuels Mitochondrial Respiration to Drive Epidermal Stem Cell Fate and Barrier Regeneration Anna Mandinova, Kristina Todorova, Stefano Sol, Fabiana Boncimino, and 11 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-6636875/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted You are reading this latest preprint version Abstract The skin’s barrier function relies on the epidermis, whose structural integrity is maintained by basal stem cells that continuously renew and differentiate to form the multilayered epidermal architecture. Disruptions in epidermal differentiation underlie numerous hyperproliferative and inflammatory skin disorders. While transcriptional and epigenetic mechanisms are known to regulate the late stages of this process, the molecular events driving the early commitment to differentiation remain elusive. Here, we reveal that early mitochondrial reprogramming, characterized by the activation of oxidative phosphorylation (OXPHOS), is a critical determinant of differentiation initiation. Our findings identify fatty acid oxidation (FAO) as the primary metabolic pathway fueling OXPHOS during this process. Pharmacological and genetic inhibition of FAO, both in vitro and in vivo, disrupts differentiation and compromises the regeneration of the epidermal barrier, causing defective responses to physical insults. Mechanistically, FAO enables ATP production in committed epidermal cells to support the high energy demand of the differentiation process, establishing a direct link between lipid metabolism and epidermal homeostasis. These results uncover a previously unrecognized role for metabolic reprogramming in epidermal stem cell fate and highlight FAO as a novel target for therapeutic interventions to restore barrier function in pathological conditions. Biological sciences/Stem cells Biological sciences/Developmental biology/Self-renewal Epidermal Stem Cells Stem Cell Differentiation Metabolism Mitochondrial Respiration Fatty Acid Oxidation Figures Figure 1 Figure 2 Figure 3 Figure 4 Main The skin, the largest and most intricate organ of the human body, functions as a critical barrier against environmental insults, including UV radiation and pathogens 1 . The epidermis, its outermost layer, is pivotal to this barrier function and is maintained through regeneration via differentiation and maturation of approximately every four weeks, driven by epidermal stem cells (ESC) along the basement membrane 2 , 3 . These cells continuously divide and differentiate into specialized keratinocytes 4 , replenishing the basal layer while forming the protective stratum corneum 1 , 5 , 6 . Recent advances in lineage tracing and genetic manipulation have revealed a dynamic model of epidermal homeostasis, highlighting ESC’ binary decisions to either divide or commit to differentiation 6-8 . Disruptions in this process underlie skin disorders such as psoriasis, atopic dermatitis, and carcinomas, collectively imposing a significant healthcare burden—estimated at $75 billion annually in the U.S. 9 . Understanding the molecular mechanisms governing epidermal renewal and differentiation is essential for developing effective therapies for these conditions. Transcription modifiers such as p63 10 , 11 , 12 , Notch 13-16 , and members of the AP-1 (e.g., c-Jun, JunB) 17-19 and AP-2 20 family play central roles in driving gene expression programs associated with differentiation, including the induction of differentiation markers such as keratin 1 (KRT1), keratin 10 (KRT10), involucrin, filaggrin and loricrin 21-24 and simultaneous suppression of stem cells markers such as p63 and members of the Integrin family of proteins 25 . The activity of these transcriptional regulators is intricately modulated by epigenetic mechanisms, such as histone modifications 26 , DNA methylation 27 , and chromatin remodeling, which enable precise spatial and temporal control of gene expression during differentiation 28-30 . Additionally, non-coding RNAs such as microRNAs (e.g., miR-203) 31 , RNA modifications and RNA binding proteins (e.g., YBX1) act as post-transcriptional regulators 32 , facilitating keratinocyte transition to a differentiated state 33 . The epidermis is a metabolically active organ that maintains internal homeostasis by integrating external signals into biological processes 34 . Mitochondria serve as central mediators of epidermal cellular metabolism. They are the primary source of reactive oxygen species (ROS), which regulate key cellular functions, including epidermal differentiation, immune responses, and stress adaptation 35 . Additionally, mitochondrial calcium uptake is essential in keratinocyte differentiation, as its inhibition disrupts epidermal differentiation 36 . Interestingly, in in vitro models of human ESC differentiation, the transcriptional and epigenetic changes become detectable approximately 48 hours after initiating the differentiation process. However, this observation leaves unanswered a critical and highly relevant question: what regulates the onset of differentiation? Understanding the upstream signals and regulatory cues that trigger this key process for skin homeostasis remains a major challenge in the field. In this study, we investigated the early initiation of the differentiation program. We discovered that before the onset of the transcriptional changes that characterize epidermal differentiation, ESC undergo a comprehensive metabolic reprogramming, marked by a shift to mitochondrial respiration. This metabolic transition is not a consequence of the upward movement of committed cells and their immediate exposure to the air surface; instead, it occurs at an early commitment stage. The switch to OXPHOS is essential for initiating epidermal differentiation, preceding previously characterized transcriptional and epigenetic changes. Mitochondrial respiration increases ATP production, which is likely required to meet the high energy demands of the differentiation process. Furthermore, we identified FAO as the exclusive metabolic pathway fueling this shift, underscoring its crucial role in epidermal differentiation. Our findings reveal a previously unrecognized mechanism that triggers regulates epidermal homeostasis. They also highlight the importance of mitochondrial ATP production and FAO as key determinants of epidermal barrier maintenance. Environmental interactions lead to the daily desquamation of millions of dead cells from the superficial layers of the human epidermis, potentially resulting in structural disruptions to the epidermal surface. The epidermal barrier is subsequently replenished by the committing-to-differentiation progeny of basal ESC, which progressively migrate away from the basement membrane toward the upper differentiated layers. This upward migration is counterbalanced by the proliferation of ESC, ensuring the continuous renewal of the basal layer. In vitro modeling of epidermal homeostasis relies on primary cultures of human ESC, which proliferate through two distinct modes: "balanced" and "expanding" 37 . Under low confluency conditions, proliferating ESC predominantly adopt an "expanding mode," mirroring their self-renewal behavior during homeostasis and in response to injury in vivo. This results in a relatively homogeneous population that can be sustained across multiple cellular generations. As cells reach confluence, the "expanding mode" transitions into the "balanced mode", promoting commitment to differentiation and leading to the formation of a heterogeneous population—an essential process for the development of stratified epithelium 32 , 38 , 39 . It is now well established that the differentiation program in vitro can be initiated upon the addition of exogenous calcium, which induces the transcription and expression of various differentiation markers (Figure 1A). A hallmark of ESC differentiation is the loss of colony-forming capacity. Using an in vitro model of epidermal homeostasis, we demonstrate that calcium-stimulated ESC rapidly commit to differentiation and lose their colony-forming ability well before the detectable expression of early differentiation markers such as KRT10 (Figure 1B-D). Primary ESC cultures were derived from non-sun-exposed areas of the human body to minimize the influence of chronic UV-induced cellular damage. Previous studies utilizing the same in vitro human model have established a 48–72-hour timeline for the complete execution of the transcriptional differentiation program. Consistent with these findings, we observed an increase in differentiation markers (KRT10, KRT1, and Involucrin) at 24 hours post-stimulation. In contrast, suppression of key stem cell markers, such as p63, KRT5, and ITGA6, was not yet detectable (Figure 1E). We performed RNA sequencing to investigate the transcriptional landscape during the earliest phases of differentiation commitment. ESC collected immediately before calcium addition served as controls. Surprisingly, despite the early loss of the stem cell phenotype and a marked decrease in colony-forming ability, we observed only minimal changes in the transcriptional profile of ESC at 2- and 6-hours post-stimulation (Figure 1F-H). Substantial transcriptional alterations became evident only at 24 hours post-stimulation (Figure 1I). Differential gene expression analysis revealed strong enrichment for pathways associated with epidermal development and epithelial cell differentiation, with "Cornified Envelope" emerging as the most significantly enriched Cellular Component (Figure 1J). Although this analysis used primary ESC cultures derived from female donors, a parallel experiment with male donors confirmed these findings (Figure S1A, B), demonstrating no gender bias in the experimental conditions. Collectively, our data surprisingly indicate that commitment to differentiation and the loss of the stem cell phenotype occur before the well-characterized transcriptional changes traditionally used to define the process of ESC differentiation. Stem cell fate decisions and lineage commitment are highly energy-demanding processes that necessitate profound changes in intracellular metabolism. Given that ESC commitment to differentiation is associated with a drastic increase in intracellular calcium levels in vivo and in vitro, we aimed to elucidate the metabolic changes occurring during the early stages of commitment. Our RNA sequencing data revealed a lack of transcriptional changes in metabolism-related genes. However, it remains possible that differentiation initiation is governed by post-transcriptional metabolic rewiring. To investigate this, we directly measured real-time metabolic changes in ESC progeny undergoing differentiation. Our data revealed a significant increase in the oxygen consumption rate (OCR), indicative of a shift toward oxidative phosphorylation (OXPHOS), as early as 2 hours post-calcium induction. This metabolic shift, also characterized by a significantly elevated basal and maximal respiration, persists throughout the early stages of differentiation and up to 24 hours post-stimulation (Figure 2A and S2A). Because exogenous calcium is known to activate mitochondrial metabolism and enhance OXPHOS artificially 40 , we sought to determine whether OCR upregulation is an intrinsic feature of ESC differentiation. Indeed, this metabolic shift was recapitulated in differentiating ESC progeny upon suspension culture, independent of calcium addition (Figure S2B), confirming that metabolic reprogramming is a fundamental aspect of early ESC differentiation. Given the absence of transcriptional changes in genes regulating mitochondrial function, we hypothesized that differentiation-committed progeny regulate OXPHOS through mitochondrial dynamics, as previously suggested 41 , 42 . To assess the correlation between increased mitochondrial respiration and mitochondrial architecture, we visualized and quantified mitochondrial network changes during differentiation (Figure 2B-E and S2C-E). Our analysis revealed profound morphological remodeling, including an increase in the number of networks coupled with fewer and shortened branches. Taken together, the change in these parameters implies active mitochondrial restructuring and fragmentation during commitment to differentiation 43 , 44 . To further characterize metabolic reprogramming, we performed an untargeted metabolomic analysis of control ESC and calcium-initiated progeny using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Initiation of differentiation led to significant changes in the levels of several metabolites (Figure 2F and S2F, G). Consistent with the metabolic shift toward OXPHOS, metabolites involved in the Citric Acid Cycle and Fatty Acid Oxidation were upregulated, while glycolytic intermediates were downregulated (Figure 2G-H). Notably, we also observed an increase in Acetylcarnitine, and Thiamine Phosphate, while D-glyceraldehyde 3-phosphate was reduced (Figure S2H). These findings substantiate our mitochondrial flux analysis and morphological visualization, demonstrating that differentiating keratinocytes undergo profound metabolic reprogramming toward OXPHOS well before the onset of transcriptional changes. OXPHOS, as the final step in nutrient oxidation, integrates the metabolism of glucose, fatty acids, and amino acids. Although cellular substrate preference mechanisms remain incompletely understood, recent studies suggest that different tissues exhibit distinct metabolic dependencies 45 highlighting the critical role of various metabolic substrates in regulating fundamental cellular functions, including differentiation. To identify the primary substrate driving mitochondrial activation and fueling ESC differentiation, we investigated the metabolic inputs sustaining OXPHOS. Specifically, we inhibited the following key metabolic pathways: glutamine oxidation via glutaminase using bis-2-(5-phenylacetamido-1,3,4-thiazol-2-yl)ethyl sulfide (BPTES) 46 , pyruvate flux through the mitochondrial pyruvate carrier (MPC) using the α-cyanocinnamate analog UK5099 47 , and fatty acid oxidation (FAO) through irreversible inhibition of the carnitine palmitoyltransferase-1 (CPT1) via etomoxir 48 (Figure 3A). We focused on the magnitude of changes in baseline and maximal respiration 24 hours after the initiation of differentiation. Inhibition of these three mitochondrial substrate oxidation pathways reduced baseline respiration in control ESC, suggesting utilization of all three substrates and, to some extent, plasticity in mitochondrial metabolism in proliferating ESC. However, while BPTES and UK5099 did not prevent the increase in baseline and maximal respiration during the early phases of differentiation, inhibition of FAO via etomoxir completely abolished mitochondrial reprogramming in differentiating keratinocytes (Figure 3B-D and S3A). To assess whether reduced FAO through etomoxir directly impacts ESC' commitment to differentiation, we measured the expression of KRT10 24 hours after calcium initiation. We observed that inhibiting the transport of long-chain fatty acids into the mitochondria via CPT1 completely prevented ESC from committing to differentiation (Figure 3E). In contrast, when oxidation of other mitochondrial substrates, such as pyruvate and amino acids, was pharmacologically inhibited, ESC were still able to initiate differentiation and express KRT10 at 24 hours post-initiation (Figure 3E). Given that etomoxir has been shown to exhibit a variety of off-target effects 49 , we also suppressed mitochondrial FAO by inhibiting CPT1 expression through siRNA-mediated knockdown. This approach led to a reduction in mitochondrial reprogramming during keratinocyte commitment to differentiation. Subsequently, it inhibited the differentiation program, confirming the essential role of mitochondrial FAO in ESC differentiation (Figure S3B, C). Treatment with etomoxir also rescued the colony-forming ability of ESC even after 24 hours of incubation with calcium, indicative of preserving the stem cell phenotype while lacking the ability to initiate differentiation (Figure 3F, G). While animal models only partially recapitulate human epidermal homeostasis due to significant differences in organ structure, human skin equivalents serve as a well-characterized and widely used model for studying ESC renewal and commitment to differentiation. In this study, we utilized full-thickness 3D skin equivalents composed of both dermal and epidermal components to investigate the consequences of reduced mitochondrial FAO on epidermal homeostasis and differentiation. Etomoxir treatment resulted in defective epidermal formation, with loss of keratohyalin granules and visible retention of nucleated cells in the upper epidermal layer, suggesting severe differentiation defects (Figure 3H-J). Immunostaining for differentiation markers in the equivalents revealed significantly reduced expression of the early differentiation marker KRT10 (Figure S3D, E). To further explore the in vivo relevance of mitochondrial FAO for epidermal homeostasis, we employed a genetic mouse model with epidermis-specific deletion of CPT1 50 , driven by the Keratin 14 promoter (K14Cre; CPT1A f/f ) (Figure 3K, L). Notably, the CPT1 deletion did not result in major phenotypic alterations in the skin of neonatal and adult mice under baseline conditions (Figure 3M and S3F). This outcome was anticipated, as CPT1 functions in conjunction with its partner CPT2 and CACT (carnitine-acylcarnitine translocase) to facilitate the transport of fatty acids into the mitochondria, with some degree of functional redundancy. Epidermal differentiation is the primary driver of epidermal homeostasis and triggers the self-renewal of ESC in the basal layer to compensate for differentiated progeny 7 . Therefore, we induced ectopic epidermal differentiation in control CPT1A f/f and K14Cre; CPT1A f/f mice by tape stripping and removing the corneocytes from the outermost epidermal layers 51 . It has been shown that this insult to the epidermal barrier and subsequent differentiation results in the excessive division of ESC that aims to replenish the basal layer and balance the loss of the differentiating progeny 7 , 52 . While control CPT1A f/f mice exhibited aberrant proliferation in the basal layer following tape stripping, K14Cre; CPT1A f/f mice failed to respond, indicating a deficiency in their ability to initiate detachment from the basal membrane, upward movement and compensatory proliferation (Figure 3M, N). This suggests that mitochondrial FAO is essential for the stress-induced initiation of epidermal differentiation. To further confirm that ectopic differentiation is indeed impaired upon FAO blockade, we tested if tape stripping would interfere with the very early commitment of ESC progeny to differentiation. In the mouse epidermis, KRT10 is the first upregulated differentiation marker, and early molecular changes associated with differentiation are characterized by an increase in KRT10 levels within a restricted population of basal keratinocytes, which still express high levels of the stem cell markers KRT14 and KRT15 8 . To investigate the effects of deficient mitochondrial FAO on these early differentiation events, we focused on KRT10/KRT15 double-positive basal epidermal cells in response to tape stripping. As expected, control CPT1A f/f mice exhibited a substantial increase in the number of early differentiating double-positive cells, whereas K14Cre; CPT1A f/f mice failed to show a similar response (Figure 3S G, H), indicating a blockade of ESC differentiation. Taken together, our findings demonstrate that mitochondrial FAO is specifically required for the early commitment to epidermal differentiation. FAO integrates several metabolic pathways, with acetyl-CoA as its primary end product. Acetyl-CoA is an essential intermediate involved in various cellular processes. The levels of acetyl-CoA in both the nucleus and cytoplasm have been shown to influence the epigenetic regulation of gene expression across different cell types, including epidermal keratinocytes 53 . To explore the cellular mechanisms by which FAO supports ESC’ differentiation, we first examined whether FAO promotes epidermal differentiation by maintaining the cytoplasmic acetyl-CoA pool 54 . Differentiation in ESC cultures was induced with calcium, in the presence or absence of etomoxir. We then assessed whether acetyl-CoA precursors such as acetate and citrate could bypass FAO inhibition to sustain epidermal differentiation. Treatment with acetate or citrate failed to restore epithelial differentiation suppressed by etomoxir, as indicated by the lack of KRT10 expression (Figure 4A). This indicates that the effects of suppressed FAO on ESC are not a consequence of limited levels of cytoplasmic acetyl-CoA. Given the constant exposure of the human epidermis to air and the high efficiency of ATP production via FAO and OXPHOS when oxygen is abundant, we also explored whether FAO primarily supports ATP production. Mitochondrial flux analysis revealed a significant increase in ATP levels during differentiation (Figure 4B), an effect blocked by etomoxir treatment (Figure S4A). To investigate this further, we conducted a series of perturbations targeting the cellular machinery responsible for ATP production (Figure 4C). In normal mammalian cells, ATP is derived from both glycolysis and mitochondrial OXPHOS. To block mitochondrial ATP production, we treated calcium-induced ESC with oligomycin and antimycin, which inhibit the electron transport chain and ATP synthase within the mitochondria 55 . This treatment completely blocked epidermal differentiation, as assessed by KRT10 expression (Figure 4D). Similar results were obtained with arsenite, a compound that disrupts key enzymes in the electron transport chain through its interaction with thiol groups, thereby reducing ATP production via OXPHOS 56 . Although glycolysis contributes to a smaller portion of ATP production, we also evaluated its role in epidermal differentiation. Inhibition of glycolytic ATP production with 2-deoxyglucose (2-DG), a glucose analog (Figure 4D), did not prevent ESC from committing to differentiation, highlighting that mitochondrial but not glycolytic ATP production is essential for epidermal homeostasis. To further confirm these findings, we used Piericidin A, an inhibitor of mitochondrial Complex I, to treat full-thickness 3D skin equivalents. This intervention resulted in defects similar to those observed with FAO inhibition by etomoxir: impaired epidermal formation, a thinner multilayered structure, retention of nucleated cells in the upper epidermal layers, and failure to induce differentiation markers such as KRT10 (Figure 4E-I). Modeling epidermal differentiation in intact human skin presents challenges. However, the replenishment of the basal layer through ESC division can be studied in intact skin. A discrete population of basal ESC continually proliferates to replace differentiated progeny during barrier renewal. In human skin, these proliferating ESC constitute approximately 8-10% of the basal layer and are positive for the proliferation marker Ki67. We hypothesized that mitochondrial activation would subtly enhance homeostatic differentiation and lead to an increased number of Ki67-positive basal keratinocytes. Mitochondrial NAD+ (nicotinamide adenine dinucleotide) is critical for ATP generation as it acts as an electron carrier in the electron transport chain. The reduction of NAD+ to NADH during the citric acid cycle creates a proton gradient across the mitochondrial membrane, which drives ATP synthesis via OXPHOS 57 . Treatment of patient-derived human skin explants with the NAD+ precursor NMN (nicotinamide mononucleotide) resulted in a significant increase in Ki67-positive cells in the basal layer, indicating activation of epidermal turnover (Figure S4B, C). In summary, these data indicate that FAO is not required to supply acetyl-CoA for histone acetylation of differentiation-related genes during basal epidermal keratinocyte differentiation. However, it is indispensable for ATP production, which is essential for executing the differentiation program. In this context, inhibiting mitochondrial ATP production by blocking FAO disrupts ESC differentiation and impedes replenishing the epidermal barrier. Our study demonstrates that homeostatic epidermal renewal, driven by ESC differentiation, necessitates metabolic reprogramming towards OXPHOS at the early stages of commitment. Furthermore, we establish that the activation of mitochondrial respiration and ATP production is critically dependent on fatty acid β-oxidation. Using genetic loss-of-function experiments and pharmacological inhibition of FAO both in vitro and in vivo, we show that blocking this metabolic pathway disrupts ESC differentiation, thereby impairing epidermal renewal and compromising barrier function. Defective epidermal differentiation is increasingly recognized as a key molecular driver of various skin pathologies, including inflammatory skin disorders, benign hyperplastic lesions, and ichthyosis 58-60 . It is widely accepted that epidermal differentiation is governed by a tightly controlled transcriptional program, regulated at the epigenetic level, which promotes the expression of pro-differentiation factors while simultaneously suppressing stem cell-associated genes 3 , 7 , 24 , 25 . However, the precise molecular mechanisms that initiate this complex process remain elusive. A well-established factor in ESC commitment is the increase in intracellular calcium levels, yet the molecular events linking this calcium spike to the activation of the differentiation-associated transcriptional response remain poorly understood 9 . Building the multilayered structure of the epidermis is an energy-intensive process, requiring high ATP levels and an adequate supply of biomolecular precursors. Cellular metabolism plays a pivotal role in meeting these demands, and previous studies have implicated increased ROS levels, amino acids, and lipids as key drivers of epidermal differentiation 35 . To elucidate the role of metabolism in epidermal homeostasis, we employed a well-established in vitro ESC differentiation model in combination with 3D skin equivalents. Our findings reveal that metabolic reprogramming towards mitochondrial respiration occurs very early after calcium stimulation and is essential for executing the differentiation program. This shift to OXPHOS is likely sustained by mitochondrial calcium uptake and the availability of oxygen. Recently, mitochondrial deficiencies in ESC have been implicated in the pathogenesis of common epidermal disorders, such as atopic dermatitis, independently of immune system involvement 61 . Moreover, we demonstrate that differentiating ESC rely exclusively on FAO to sustain mitochondrial respiration and ATP production. These findings were corroborated in skin organoid models as well as in FAO-deficient mouse models, reinforcing the critical role of FAO in epidermal differentiation. The preferential engagement of FAO is likely driven by the availability of lipids within the epidermal environment. Our study identifies fundamental metabolic determinants of early epidermal differentiation and raises several important questions for future research. What role does FAO play in defective differentiation responses at the onset of inflammatory skin reactions? Could targeting FAO serve as a potential therapeutic strategy for treating epidermal differentiation disorders? Addressing these questions will provide deeper insights into epidermal biology and may inform novel approaches for managing skin diseases characterized by impaired differentiation. Methods Animal Studies CPT1A fl/fl mice were provided from Laboratory animal center KU Leuven, Belgium and K14-Cre mice B6N.Cg-Tg(KRT14-cre)1Amc/J were purchased from The Jackson Laboratory. Mousegenotyping for CPT1A fl/fl mice was performed by PCR starting from mouse tail DNA isolated with DNeasy Blood & Tissue Kit (Qiagen 69504). For CPT1A, the following oligonucleotides primers were used: CPT F: 5’ CAG-CTG-CTC-CAC-ACC-AAG-GCT 3’ CPT R: 5’ TGC-CCT-TCT-ACT-GTC-ACA-TGG 3’ Results: loxlox band: 403 bp; Wt band: 290 bp Samples (mice tail) for K14-Cre genotyping were sent to Transnetyx Inc. For mice back skin tape strip, 7-week-old mice were used to affirm resting of the hair follicles due to telogen phase of their hair cycle. The mice were anesthetized with isoflurane and the back skin was shaved and epilated. The tape stripping, using Tegaderm film, was performed the day after hair removal. To standardize the degree of epidermal disruption elicited by tape stripping, the trans epidermal water loss (TEWL) is measured using a Dermalab TEWL probe (CortexTechnology, Denmark). All animal experimental protocols were approved by IACUC of Massachusetts General Hospital. Cell Culture Healthy skin samples taken during surgical operations were used to isolate human primary keratinocytes and dermal fibroblast. Following the removal of subcutaneous adipose tissue from the human skin specimens, the tissue pieces were incubated in dispase solution (StemCell Technologies) at 4°C overnight. After digestion, the epidermis and the dermis were separated, chopped into small pieces and processed separately. The dermis was incubated with Collagenase/Hyaluronidase (StemCell Technologies) 1X at 37°C overnight. Fibroblast were then passed through a 70 µm cell strainer and cultured in in DMEM (Gibco) supplemented with 10% FBS and 1% antibiotic/antimycotic and maintained at 37 °C in 5% CO 2 . The epidermis was incubated in 0.05% Trypsin-EDTA (Gibco) for 10 minutes at 37°C. The human primary keratinocytes were then passed through a 70 µm cell strainer, seeded in a precoated dish, and cultured in Keratinocyte SFM (K-SFM, Thermo Fisher Scientific) supplemented with 0.2 ng/mL human recombinant epidermal growth factor (EGF), 30 μg/mL bovine pituitary extract (BPE), and 1% antibiotic/antimycotic. Cultures were maintained at 37 °C in 5% CO 2 . Cells were cultured in K-SFM supplemented with 30ug/ml BPE and 0.3ng/ml EGF with 5% CO 2 at 37°C. For differentiation, keratinocytes at a confluency of 50–60% were treated with 1.5 mM CaCl 2 (C1016, Sigma-Aldrich) for 2, 6 or 24 hours. Differentiation of keratinocytes upon suspension culture was performed as described previously (reference). Briefly, 500000 cells of keratinocytes were resuspended in 1.45% methyl cellulose in complete medium and seeded in 12-well with a super low cell attachment surface (Nunclon Sphera Plates, Thermo Scientific). Cells were incubated at 37°C in 5% CO 2 and harvested at 24 hours by diluting the methylcellulose with PBS. Cells were collected and subjected to multiple PBS washes by centrifugation. Swiss3T3 were cultured in DMEM (Gibco) supplemented with 10% FBS and 1% antibiotic/antimycotic and maintained at 37 °C in 5% CO 2 . Skin explant 7mm punch biopsy skin explants were placed dermal side down onto membranes of trans well inserts (Costar) in contact with growth medium DMEM (Gibco), containing 10% human serum (Gemini Bio Products) and 1% antibiotic/antimycotic. The surface of the biopsy was kept in contact of the air. The medium in the bottom part of the well was supplemented with DMSO or the indicated concentration of NMN. The so treated skin explants were harvested after 24 hours and fixed in 10% formalin overnight for paraffin sections. Full-thickness 3D skin equivalents Dermal fibroblasts were mixed with collagen matrix and seeded in deep wells (BD Biosciences). Human keratinocytes were placed over the dermal equivalent and grown submersed in KGM-2 Bullet Kit (Lonza) for 48 hours. 3D skin cultures were subjected to air–liquid interface (ALI) in differentiation media (KGM Bullet Kit, Lonza, with 25mg of ascorbic acid, 10 µg/mL of transferrin, and 1M of CaCl 2 ) for 7 days. Starting on the day of establishment of ALI, 3D skin cultures were treated with the indicated concentration of Etomoxir or Piericidin A. siRNAs and transfection methods Predesigned siRNAs for human CPT1A and control siRNAs were purchased from Dharmacon (Cat. No: L-009749-00-0010, D-001206-13-05). Cells were transiently transfected using HiPerFect Transfection Reagent (Qiagen). Colony forming assays Swiss3T3 cells were treated with 4 μg/ml mitomycin C for 3 hours and plated in 6-well plates 24 hours prior seeding the keratinocytes. Human primary keratinocytes were treated with 1.5 mM CaCl 2 and 40 μM Etomoxir for the indicated time. After that, 100 cells of treated keratinocytes were seeded in 6-well plates containing the layer of Swiss3T3 feeder cells. Clonal density cultures were maintained in FAD medium (50% DMEM, 50% DMEM/F12 with the addition of 5% FBS, 5μg/ml insulin, 0.18 mM adenine, 0.5μg/ml hydrocortisone, 1 × 10 –9 M cholera toxin and 10ng/ml EGF) for 10 days, fixed with 4% PFA and stained with 1% crystal violet. SDS-PAGE and Western blot Cells were lysed in RIPA buffer (Boston Bio Products). Samples were prepared after mixing 3 parts of the clear lysates with 1 part of 4x NuPAGE LDS Sample Buffer (Invitrogen) and b-mercaptoetanol (EMD Millipore). Samples were boiled and loaded on denaturing SDS-PAGE gels followed by western blotting. Membranes were blocked with 5% nonfat-dry milk and incubated with primary antibodies overnight at 4°C. The primary antibodies used for Western blot analysis were: anti-vinculin (sc73614 - Santa Cruz), anti-KRT10 (ab76318, Abcam), anti-CPT1A (15184-1-Ap, Proteintech). Membranes were incubated for 1h at RT with the appropriate horseradish peroxidase-conjugated secondary antibody and detected by chemiluminescence. RNA Isolation and RT-qPCR Total RNA was extracted from cells using RNeasy Mini Kit (Qiagen) and retro-transcribed to cDNA using Maxima First Strand cDNA Synthesis Kit (Thermo Fisher Scientific). RT-qPCR was performed using SYBR green Master Mix (Applied Biosystems) in a Quant Studio 3 instrument (Applied Biosystems). Target genes were quantified using the following specific oligonucleotide primers and normalized to human 36B4 expression. Gene Forward primer (5’-3’) Reverse primer (5’-3’) 36B4 TGGTCATCCAGCAGGTGTTCGA ACAGACACTGGCAACATTGCGG KRT10 CCTGCTTCAGATCGACAATGCC ATCTCCAGGTCAGCCTTGGTCA KRT1 CAGCATCATTGCTGAGGTCAAGG CATGTCTGCCAGCAGTGATCTG INV GGTCCAAGACATTCAACCAGCC TCTGGACACTGCGGGTGGTTAT TP63 CAGGAAGACAGAGTGTGCTGGT AATTGGACGGCGGTTCATCCCT KRT5 GCTGCCTACATGAACAAGGTGG ATGGAGAGGACCACTGAGGTGT ITGA6 CGAAACCAAGGTTCTGAGCCCA CTTGGATCTCCACTGAGGCAGT Mitochondrial function measuring (Seahorse XF Assay) Oxygen consumption rate (OCR) was measured using XF Cell Mito Stress Test Kit (103015-100) on Agilent Seahorse XFe24 Analyzer. The utility plate was collagen coated and 15000 cells/well were plated (except in the background wells) in 100 μl Keratinocyte-SFM medium. After 1h incubation for evenly cells distribution, 150 μl of growth medium are added to each well. Depends on the experiment, cells were treated with the indicated concentration of mitochondria pathways inhibitors and CaCl 2 . Seahorse sensor cartridge was incubated with Seahorse Calibrant solution overnight at 37°C in CO 2 free incubator. Cells in the utility plate were first washed and then incubated with fresh 500 μl assay medium (Seahorse media XF DMEM medium pH 7.4, cat #103575-100, supplemented with 10 mM glucose, 1 mM pyruvate to final and 2 mM glutamine) for 1h at 37°C in CO 2 free incubator prior the assay. OCR was monitored at baseline and throughout sequential injections of oligomycin (1 μM), carbonyl cyanide-4-(trifluoromethoxy)phenylhydrazone (FCCP) (1 μM) and rotenone/antimycin A (0.5 μM each).For keratinocytes differentiated upon suspension culture, 40000 already differentiated cells were resuspended in 500 μl of fresh assay medium and plated in seahorse utility plate coated in advance with Poly-D-Lysine. After gentle spin to let them attach, incubate for 1h at 37°C in CO 2 free incubator prior the assay. Mitotracker Human primary keratinocytes were incubated for 30 min with 100 nM MitoTracker Red CMXROS (Invitrogen). Then, cells were fixed for 15 min with 4% paraformaldehyde. Fluorescence images were acquired using a confocal microscope (Nikon). An average of 20 cells per condition from 3 independent experiments were used to perform the Mitochondrial Network Analysis (MiNA) with ImageJ software. Metabolomics LC-MS sample preparation Cells were lysed in pre-chilled 80% Methanol HPLC Grade. After centrifuging for 10 min at 10000 g, the supernatant was transferred into new tube and dried in the Speed-Vac concentrator. Dried samples were resuspended using 20 uL HPLC grade water for mass spectrometry.5-7 μL were injected and analyzed using a hybrid 6500 QTRAP triple quadrupole mass spectrometer (AB/SCIEX) coupled to a Prominence UFLC HPLC system (Shimadzu) via selected reaction monitoring (SRM) of a total of 298 endogenous water-soluble metabolites for steady-state analyses of samples. Some metabolites were targeted in both positive and negative ion mode for a total of 309 SRM transitions using positive/negative ion polarity switching. ESI voltage was +4950V in positive ion mode and –4500V in negative ion mode. The dwell time was 3 ms per SRM transition and the total cycle time was 1.55 seconds. Approximately 9-12 data points were acquired per detected metabolite. Samples were delivered to the mass spectrometer via hydrophilic interaction chromatography (HILIC) using a 4.6 mm i.d x 10 cm Amide XBridge column (Waters) at 400 μL/min. Gradients were run starting from 85% buffer B (HPLC grade acetonitrile) to 42% B from 0-5 minutes; 42% B to 0% B from 5-16 minutes; 0% B was held from 16-24 minutes; 0% B to 85% B from 24-25 minutes; 85% B was held for 7 minutes to re-equilibrate the column. Buffer A was comprised of 20 mM ammonium hydroxide/20 mM ammonium acetate (pH=9.0) in 95:5 water:acetonitrile. Peak areas from the total ion current for each metabolite SRM transition were integrated using MultiQuant v3.0 software (AB/SCIEX). Histology and immunofluorescence. Skin explant, 3D skin cultures and mouse skin were harvested and fixed in 10% formalin overnight for paraffin sections. Paraffin sections were used for Hematoxylin and Eosin (H&E) staining and histological analysis. After standard deparaffinization, 15 minutes permeabilization with 0.5% Triton-X 100 in PBS and heat-induced antigen retriever with citrate-based antigen unmasking solution (Sigma), sections were incubated overnight at 4°C with the following antibodies: anti-KRT5 (03-GP-CK5, ARP); anti-KRT10 (905404, Bio-Legend); Ki67 (ab16667, Abcam). Secondary Alexa Fluor antibodies were incubated for 1 h at room temperature. Nuclei were stained with 1ug/ml Hoechst 33342 (Invitrogen). QUANTIFICATION AND STATISTICAL ANALYSIS RNA-seq and expression analysis RNA library preparation, sequencing, and analysis were conducted at Azenta Life Sciences (South Plainfield, NJ, USA) as follows: Library Preparation with PolyA selection and Illumina Sequencing RNA samples were quantified using a Qubit 2.0 Fluorometer (Life Technologies), and RNA integrity was checked using an Agilent TapeStation 4200 (Agilent Technologies). RNA sequencing libraries were prepared using the NEBNext Ultra II RNA Library Prep Kit for Illumina using the manufacturer's instructions (NEB). The sequencing library was validated on the Agilent TapeStation (Agilent Technologies), and quantified by using Qubit 2.0 Fluorometer (Invitrogen) as well as by quantitative PCR (KAPA Biosystems). The sequencing libraries were clustered on a flow cell. After clustering, the flow cell was loaded on the Illumina NovaSeq instrument according to the manufacturer’s instructions. The samples were sequenced using a 2x150bp Paired-End (PE) configuration, targeting 30 M reads/sample. Differential expression analysis was performed, and the Wald test was used to generate p-values and Log2 fold changes. Genes with p-values < 0.05 and absolute log2 fold changes ≥ 1 were called as differentially expressed genes for each comparison. A gene ontology analysis was performed on the statistically significant set of genes by Enrichr software. The human GO list was used to cluster the set of genes based on their biological process, cellular component, and determine their statistical significance. Metabolomics LC-MS analysis Relative metabolite levels were quantified from peak area and normalized to the cells number. Heatmaps, principal component analysis, volcano plot and enrichment analysis were generated using MetaboAnalyst. Statistical analysis All datasets derive from at least three independent experiments unless otherwise indicated. Data are presented as the mean of independent experiments ±SD as indicated. All statistical analyses were performed using GraphPad Prism software (version 10.0). In experiments comparing two samples, paired or unpaired, two-tailed t-test was performed, whereas when comparing multiple independent samples, one-way analysis of variance (ANOVA) was performed as described in the legends. Declarations Acknowledgements We thank Dr. John M. Asara from Mass Spectrometry Core, BIDMC, for liquid chromatography-mass spectrometry experiments. This work was supported by NIH grant 1P01AG071463-02 (Project 1, A.M.). P.C. is supported by long-term structural Methusalem funding from the Flemish government (METH.14.08), and the European Research Council ERC Advanced Research Grant (EU-101055155). P.C. is also funded by Fund for Scientific Research-Flanders (FWO-Vlaanderen). Ethics declaration: Kazuki T. and E.G. are visiting scientists at the Cutaneous Biology Research Center, Massachusetts General Hospital and are funded by Shiseido Co., Ltd). A. M. is a co-founder (with equity) of New Frontier Bio, a consumer health company developing skincare and anti-aging products, and has equity in DermBiont, a private company advancing targeted topical therapeutics for dermatological indications. K.T. has a financial interest in New Frontier Bio. Declaration of generative AI and AI-assisted technologies in the writing process: During the preparation of this work the author(s) used ChatGPT 4o to proofread the text and edit for language deficiencies. After using this tool, the author(s) reviewed and edited the content as needed and take(s) full responsibility for the content of the publication. References Slominski, A. & Pawelek, J. Animals under the sun: effects of ultraviolet radiation on mammalian skin. Clin Dermatol 16 , 503-515 (1998). Fuchs, E. & Nowak, J.A. 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The specificity and metabolic implications of the inhibition of pyruvate transport in isolated mitochondria and intact tissue preparations by alpha-Cyano-4-hydroxycinnamate and related compounds. Biochem J 148 , 97-106 (1975). Kruszynska, Y.T. & Sherratt, H.S. Glucose kinetics during acute and chronic treatment of rats with 2[6(4-chloro-phenoxy)hexyl]oxirane-2-carboxylate, etomoxir. Biochem Pharmacol 36 , 3917-3921 (1987). Yao, C.H. , et al. Identifying off-target effects of etomoxir reveals that carnitine palmitoyltransferase I is essential for cancer cell proliferation independent of beta-oxidation. PLoS Biol 16 , e2003782 (2018). Schoors, S. , et al. Fatty acid carbon is essential for dNTP synthesis in endothelial cells. Nature 520 , 192-197 (2015). Potten, C.S. , et al. Proliferation in murine epidermis after minor mechanical stimulation. Part 1. Sustained increase in keratinocyte production and migration. Cell Prolif 33 , 231-246 (2000). Pinkus, H. Examination of the epidermis by the strip method of removing horny layers. I. Observations on thickness of the horny layer, and on mitotic activity after stripping. J Invest Dermatol 16 , 383-386 (1951). Zhang, P. , et al. FBP1 orchestrates keratinocyte proliferation/differentiation and suppresses psoriasis through metabolic control of histone acetylation. Cell Death Dis 15 , 392 (2024). Wellen, K.E. , et al. ATP-citrate lyase links cellular metabolism to histone acetylation. Science 324 , 1076-1080 (2009). Zheng, X. , et al. Alleviation of neuronal energy deficiency by mTOR inhibition as a treatment for mitochondria-related neurodegeneration. Elife 5 (2016). Sabir, S. , et al. Role of cadmium and arsenic as endocrine disruptors in the metabolism of carbohydrates: Inserting the association into perspectives. Biomed Pharmacother 114 , 108802 (2019). Stein, L.R. & Imai, S. The dynamic regulation of NAD metabolism in mitochondria. Trends Endocrinol Metab 23 , 420-428 (2012). Bigas, J., Sevilla, L.M., Carceller, E., Boix, J. & Perez, P. Epidermal glucocorticoid and mineralocorticoid receptors act cooperatively to regulate epidermal development and counteract skin inflammation. Cell Death Dis 9 , 588 (2018). Zhou, X., Chen, Y., Cui, L., Shi, Y. & Guo, C. Advances in the pathogenesis of psoriasis: from keratinocyte perspective. Cell Death Dis 13 , 81 (2022). Schmuth, M. , et al. Skin Barrier in Atopic Dermatitis. J Invest Dermatol 144 , 989-1000 e1001 (2024). Leman, G. , et al. Mitochondrial Activity Is Upregulated in Nonlesional Atopic Dermatitis and Amenable to Therapeutic Intervention. J Invest Dermatol 142 , 2623-2634 e2612 (2022). Additional Declarations Yes there is potential Competing Interest. Kazuki T. and E.G. are visiting scientists at the Cutaneous Biology Research Center, Massachusetts General Hospital and are funded by Shiseido Co., Ltd). A. M. is a co-founder (with equity) of New Frontier Bio, a consumer health company developing skincare and anti-aging products, and has equity in DermBiont, a private company advancing targeted topical therapeutics for dermatological indications. K.T. has a financial interest in New Frontier Bio. Supplementary Files Suppl.FiguresandFigurelegends03302025.pdf Supplementary Figures and Legends Cite Share Download PDF Status: Under Review Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. 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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-6636875","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Article","associatedPublications":[],"authors":[{"id":465584923,"identity":"a78112b7-b1eb-4ea3-b1d0-cc40b7c5257a","order_by":0,"name":"Anna 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1","display":"","copyAsset":false,"role":"figure","size":2094830,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eEarly differentiation commitment in human ESC happens without significant transcriptional changes\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e(A) Schematic of the experimental design.\u003c/p\u003e\n\u003cp\u003e(B–C) Colony-forming capacity of ESC under basal or differentiated conditions at various time points (0, 2, 6, and 24 hours after calcium addition). Cells were fixed and stained with Crystal Violet. Representative wells are shown in (B), with the corresponding quantification of colony numbers in (C). \u003cem\u003en\u003c/em\u003e = 3 human skin donors; \u003cem\u003en\u003c/em\u003e = 3 wells per condition per donor. Data are presented as mean ± SD. Statistical analysis was performed using one-way ANOVA followed by Dunnett’s multiple comparisons test.\u003c/p\u003e\n\u003cp\u003e(D) Western blot analysis of KRT10 expression in ESC under basal or differentiated conditions at 0, 2, 6, and 24 hours after calcium. Vinculin was used as a loading control.\u003c/p\u003e\n\u003cp\u003e(E) Expression levels of KRT10, KRT1, INV, TP63, KRT5, and ITGA6 in ESC under basal or differentiated conditions at 24 hours after calcium addition, \u003cem\u003en\u003c/em\u003e ≥ 5 donors. Data are shown as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were determined using a paired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e\n\u003cp\u003e(F) Heatmap of significantly differentially expressed genes (\u003cem\u003ep\u003c/em\u003e \u0026lt; 0.05) between basal and differentiated conditions in ESC at 0, 2, 6, and 24 hours after calcium addition (n = 3).\u003c/p\u003e\n\u003cp\u003e(G–I) Volcano plots of RNA-seq data showing differentially expressed genes between basal and differentiated conditions at indicated time points. Green dots represent significantly downregulated genes (log₂fold change ≤ –1, \u003cem\u003ep\u003c/em\u003e \u0026lt; 0.05), and violet dots represent significantly upregulated genes (log₂fold change ≥ 1, \u003cem\u003ep\u003c/em\u003e \u0026lt; 0.05, n = 3 donors).\u003c/p\u003e\n\u003cp\u003e(J) Top 5 Gene Ontology (GO) terms identified for biological processes (upper panel) and cellular components (lower panel) from the indicated comparison.\u003c/p\u003e","description":"","filename":"1.png","url":"https://assets-eu.researchsquare.com/files/rs-6636875/v1/50b073a4eb690d51eab80009.png"},{"id":83905974,"identity":"ed1d67a7-e2e2-4cc3-b9af-974f3a715642","added_by":"auto","created_at":"2025-06-04 10:21:43","extension":"png","order_by":2,"title":"Figure 2","display":"","copyAsset":false,"role":"figure","size":2363593,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eMetabolic reprogramming to OXPHOS promotes the early differentiation commitment of ESCs.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e(A) OCR analysis of ESC under basal or differentiated conditions at the indicated time points (2, 6, and 24 hours). Cells were sequentially treated with oligomycin, FCCP, and rotenone/antimycin A as indicated (n ≥ 3 donors). Data are presented as mean ± SD.\u003c/p\u003e\n\u003cp\u003e(B) Representative confocal images of mitochondria in ESC under basal or differentiated conditions at 24 hours. Cells were stained with MitoTracker CMXRos (red). Scale bar, 25 μm.\u003c/p\u003e\n\u003cp\u003e(C–E) Mitochondrial network analysis using the MiNA plugin in ImageJ. Quantification of total networks (C), mean branch length (D), and mean branch number per network (E) is shown. n \u0026gt; 15 cells analyzed per donor for each condition. Data are presented as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were calculated using an unpaired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e\n\u003cp\u003e(F) Heatmap of the top 80 differentially expressed metabolites identified by LC-MS-based metabolomics analysis of ESC under basal versus differentiated conditions at 24 hours after calcium addition. Shades of violet and green represent increased and decreased metabolite levels, respectively.\u003c/p\u003e\n\u003cp\u003e(G) Top 10 enriched upregulated metabolic pathways. Circle size indicates the enrichment ratio, and color represents the corresponding \u003cem\u003ep\u003c/em\u003e-value.\u003c/p\u003e\n\u003cp\u003e(H) Top 10 enriched downregulated metabolic pathways. Circle size indicates the enrichment ratio, and color represents the corresponding \u003cem\u003ep\u003c/em\u003e-value.\u003c/p\u003e","description":"","filename":"2.png","url":"https://assets-eu.researchsquare.com/files/rs-6636875/v1/2ad8bc2f7cdbde95a762b3d8.png"},{"id":83906892,"identity":"5648441a-fe90-4b4f-80cc-133d2317cb04","added_by":"auto","created_at":"2025-06-04 10:37:43","extension":"png","order_by":3,"title":"Figure 3","display":"","copyAsset":false,"role":"figure","size":4330489,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eMitochondrial fatty acid oxidation is crucial for the differentiation of ESCs.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e(A) Schematic representation of the metabolic pathways and respective interventions.\u003c/p\u003e\n\u003cp\u003e(B–D) OCR analysis of ESC treated for 24 hours with DMSO, 1 μM BPTES, 10 μM UK5099, or 40 μM Etomoxir under basal or differentiated conditions. Cells were sequentially treated with oligomycin, FCCP, and rotenone/antimycin A (n = 2 donors). Data are presented as mean ± SD.\u003c/p\u003e\n\u003cp\u003e(E) Western blot analysis of KRT10 expression in primary human keratinocytes treated with DMSO, 1 μM BPTES, 10 μM UK5099, or 40 μM Etomoxir for 24 hours under basal or differentiated conditions. Vinculin was used as a loading control.\u003c/p\u003e\n\u003cp\u003e(F–G) Colony-forming capacity of ESC treated with DMSO or 40 μM Etomoxir for 24 hours under basal or differentiated conditions. Cells were fixed and stained with Crystal Violet. Representative wells are shown in (F), and quantification of colony numbers is shown in (G). n = 3 donors; n = 3 wells per condition per donor. Data are presented as mean ± SD. Statistical analysis was performed using one-way ANOVA followed by Sidak’s multiple comparisons test.\u003c/p\u003e\n\u003cp\u003e(H) Representative low- and high-magnification images of hematoxylin and eosin (H\u0026amp;E) staining of 3D skin cultures treated with DMSO or 40 μM Etomoxir for 7 days. White arrowheads indicate keratohyalin granules and black arrowheads indicate retained nuclei in the cornified layer. Scale bars: 100 μm (low magnification) and 25 μm (high magnification).\u003c/p\u003e\n\u003cp\u003e(I) Quantification of epidermal thickness in 3D skin equivalents treated with DMSO or Etomoxir for 7 days. Measurements were taken from 9–10 randomly selected high-power fields (hpf) per sample. n = 6. Data are presented as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were calculated using a paired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e\n\u003cp\u003e(J) Quantification of retained nuclei per hpf in 3D skin equivalents treated with DMSO or Etomoxir for 7 days. Nuclei were counted blindly across 9–10 randomly selected hpf per sample. n = 6. Data are presented as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were calculated using a paired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e\n\u003cp\u003e(K) Schematic of the mouse model.\u003c/p\u003e\n\u003cp\u003e(L) Western blot analysis of CPT1A expression in the epidermis of wild-type (CPT1A\u003csup\u003ef/f\u003c/sup\u003e) and K14Cre; CPT1A\u003csup\u003ef/f\u003c/sup\u003e mice at postnatal day 3 (P3). Vinculin was used as a loading control.\u003c/p\u003e\n\u003cp\u003e(M) Representative H\u0026amp;E-stained images of skin from wild-type (CPT1A\u003csup\u003ef/f\u003c/sup\u003e) and K14Cre; CPT1A\u003csup\u003ef/f\u003c/sup\u003e mice at 7 weeks of age, with or without tape stripping. Scale bar, 100 μm.\u003c/p\u003e\n\u003cp\u003e(N) Quantification of basal layer thickness in wild-type (CPT1A\u003csup\u003ef/f\u003c/sup\u003e) and K14Cre; CPT1A\u003csup\u003ef/f\u003c/sup\u003e mouse skin at 7 weeks, with or without tape stripping (TP). Basal layer was visualized using KRT5 immunostaining and measured in 9–10 randomly selected hpf per sample. n ≥ 4. Data are presented as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were calculated using an unpaired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e","description":"","filename":"3.png","url":"https://assets-eu.researchsquare.com/files/rs-6636875/v1/839ff3a94f83ab1c77d2535a.png"},{"id":83905977,"identity":"b15d0bd9-33e2-4395-a6c2-915f0f15a0d6","added_by":"auto","created_at":"2025-06-04 10:21:43","extension":"png","order_by":4,"title":"Figure 4","display":"","copyAsset":false,"role":"figure","size":2311879,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eATP production sustained by FAO is crucial for epidermal homeostasis.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e(A) Western blot analysis of KRT10 expression in ESC treated with DMSO, Etomoxir, citrate, or acetate for 24 hours under basal or differentiated conditions. Vinculin was used as a loading control.\u003c/p\u003e\n\u003cp\u003e(B) ATP production in ESC under basal or differentiated conditions. Cells were sequentially treated with oligomycin, FCCP, and rotenone/antimycin A as indicated. n = 6 donors. Data are presented as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were determined using a paired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e\n\u003cp\u003e(C) Schematic illustration of the relevant metabolic pathways and respective treatments.\u003c/p\u003e\n\u003cp\u003e(D) Western blot analysis of KRT10 expression in ESC treated with DMSO, oligomycin, antimycin A, 2-DG, or arsenite for 24 hours under basal or differentiated conditions. Vinculin was used as a loading control.\u003c/p\u003e\n\u003cp\u003e(E) Representative low- and high-magnification images of hematoxylin and eosin (H\u0026amp;E) staining and immunofluorescence (IF) for KRT10 in 3D skin cultures treated with DMSO or Piericidin A for 7 days. White arrowheads indicate keratohyalin granules; black arrowheads indicate retained nuclei in the cornified layers. Dashed lines mark the bottom of the epidermis. Scale bars: black, 100 μm (low magnification) and 25 μm (high magnification); white, 25 μm.\u003c/p\u003e\n\u003cp\u003e(F) Quantification of epidermal thickness in 3D skin equivalents treated with DMSO or Piericidin A for 7 days. Measurements were taken from 9–10 randomly selected hpf per culture. n = 8. Data are presented as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were determined using a paired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e\n\u003cp\u003e(G) Quantification of retained nuclei per hpf in 3D skin equivalents treated with DMSO or Piericidin A for 7 days. Nuclei were blindly counted across 9–10 randomly selected hpf per culture. n = 6. Data are presented as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were determined using a paired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e\n\u003cp\u003e(H) Quantification of relative KRT10 intensity in 3D skin equivalents treated with DMSO or Piericidin A for 7 days. Fluorescence intensity was measured in 9–10 randomly selected hpf per culture. n = 5. Data are presented as mean ± SD. \u003cem\u003ep\u003c/em\u003e-values were determined using a paired two-tailed \u003cem\u003et\u003c/em\u003e-test.\u003c/p\u003e\n\u003cp\u003e(I) Western blot analysis of KRT10 expression in ESC treated with DMSO or Piericidin A for 24 hours under basal or differentiated conditions. Vinculin was used as a loading control\u003c/p\u003e","description":"","filename":"4.png","url":"https://assets-eu.researchsquare.com/files/rs-6636875/v1/ebde55341979e52c1864eaf8.png"},{"id":83907554,"identity":"a3fb04b4-65f4-48c7-ab18-53cda1166a03","added_by":"auto","created_at":"2025-06-04 10:45:49","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":11999215,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-6636875/v1/a2638add-ce6b-4770-8735-b5d40a1bdacd.pdf"},{"id":83906661,"identity":"dfe347b0-75c4-4a66-a51d-4292b7901a15","added_by":"auto","created_at":"2025-06-04 10:29:43","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":490798,"visible":true,"origin":"","legend":"Supplementary Figures and Legends","description":"","filename":"Suppl.FiguresandFigurelegends03302025.pdf","url":"https://assets-eu.researchsquare.com/files/rs-6636875/v1/95eaf02c18103a114fc728d4.pdf"}],"financialInterests":"\u003cb\u003eYes\u003c/b\u003e there is potential Competing Interest.\nKazuki T. and E.G. are visiting scientists at the Cutaneous Biology Research Center, Massachusetts General Hospital and are funded by Shiseido Co., Ltd). A. M. is a co-founder (with equity) of New Frontier Bio, a consumer health company developing skincare and anti-aging products, and has equity in DermBiont, a private company advancing targeted topical therapeutics for dermatological indications. K.T. has a financial interest in New Frontier Bio.","formattedTitle":"Fatty Acid Oxidation Fuels Mitochondrial Respiration to Drive Epidermal Stem Cell Fate and Barrier Regeneration","fulltext":[{"header":"Main","content":"\u003cp\u003eThe skin, the largest and most intricate organ of the human body, functions as a critical barrier against environmental insults, including UV radiation and pathogens \u003csup\u003e1\u003c/sup\u003e. The epidermis, its outermost layer, is pivotal to this barrier function and is maintained through regeneration via differentiation and maturation of approximately every four weeks, driven by epidermal stem cells (ESC) along the basement membrane \u003csup\u003e2\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e3\u003c/sup\u003e. These cells continuously divide and differentiate into specialized keratinocytes \u003csup\u003e4\u003c/sup\u003e, replenishing the basal layer while forming the protective stratum corneum \u003csup\u003e1\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e5\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e6\u003c/sup\u003e.\u003c/p\u003e\n\u003cp\u003eRecent advances in lineage tracing and genetic manipulation have revealed a dynamic model of epidermal homeostasis, highlighting ESC\u0026rsquo; binary decisions to either divide or commit to differentiation \u003csup\u003e6-8\u003c/sup\u003e. Disruptions in this process underlie skin disorders such as psoriasis, atopic dermatitis, and carcinomas, collectively imposing a significant healthcare burden\u0026mdash;estimated at $75 billion annually in the U.S. \u003csup\u003e9\u003c/sup\u003e. Understanding the molecular mechanisms governing epidermal renewal and differentiation is essential for developing effective therapies for these conditions. Transcription modifiers such as p63 \u003csup\u003e10\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e11\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e12\u003c/sup\u003e, Notch \u003csup\u003e13-16\u003c/sup\u003e, and members of the AP-1 (e.g., c-Jun, JunB) \u003csup\u003e17-19\u003c/sup\u003e and AP-2 \u003csup\u003e20\u003c/sup\u003e family play central roles in driving gene expression programs associated with differentiation, including the induction of differentiation markers such as keratin 1 (KRT1), keratin 10 (KRT10), involucrin, filaggrin and loricrin \u003csup\u003e21-24\u003c/sup\u003e and simultaneous suppression of stem cells markers such as p63 and members of the Integrin family of proteins \u003csup\u003e25\u003c/sup\u003e. The activity of these transcriptional regulators is intricately modulated by epigenetic mechanisms, such as histone modifications \u003csup\u003e26\u003c/sup\u003e, DNA methylation \u003csup\u003e27\u003c/sup\u003e, and chromatin remodeling, which enable precise spatial and temporal control of gene expression during differentiation \u003csup\u003e28-30\u003c/sup\u003e.\u003c/p\u003e\n\u003cp\u003eAdditionally, non-coding RNAs such as microRNAs (e.g., miR-203) \u003csup\u003e31\u003c/sup\u003e, RNA modifications and RNA binding proteins (e.g., YBX1) act as post-transcriptional regulators \u003csup\u003e32\u003c/sup\u003e, facilitating keratinocyte transition to a differentiated state \u003csup\u003e33\u003c/sup\u003e. The epidermis is a metabolically active organ that maintains internal homeostasis by integrating external signals into biological processes \u003csup\u003e34\u003c/sup\u003e. Mitochondria serve as central mediators of epidermal cellular metabolism. They are the primary source of reactive oxygen species (ROS), which regulate key cellular functions, including epidermal differentiation, immune responses, and stress adaptation \u003csup\u003e35\u003c/sup\u003e. Additionally, mitochondrial calcium uptake is essential in keratinocyte differentiation, as its inhibition disrupts epidermal differentiation \u003csup\u003e36\u003c/sup\u003e. Interestingly, in in vitro models of human ESC differentiation, the transcriptional and epigenetic changes become detectable approximately 48 hours after initiating the differentiation process. However, this observation leaves unanswered a critical and highly relevant question: what regulates the onset of differentiation? Understanding the upstream signals and regulatory cues that trigger this key process for skin homeostasis remains a major challenge in the field. \u003c/p\u003e\n\u003cp\u003eIn this study, we investigated the early initiation of the differentiation program. We discovered that before the onset of the transcriptional changes that characterize epidermal differentiation, ESC undergo a comprehensive metabolic reprogramming, marked by a shift to mitochondrial respiration. This metabolic transition is not a consequence of the upward movement of committed cells and their immediate exposure to the air surface; instead, it occurs at an early commitment stage. The switch to OXPHOS is essential for initiating epidermal differentiation, preceding previously characterized transcriptional and epigenetic changes. Mitochondrial respiration increases ATP production, which is likely required to meet the high energy demands of the differentiation process. Furthermore, we identified FAO as the exclusive metabolic pathway fueling this shift, underscoring its crucial role in epidermal differentiation.\u003c/p\u003e\n\u003cp\u003eOur findings reveal a previously unrecognized mechanism that triggers regulates epidermal homeostasis. They also highlight the importance of mitochondrial ATP production and FAO as key determinants of epidermal barrier maintenance.\u003c/p\u003e\n\n\u003cp\u003eEnvironmental interactions lead to the daily desquamation of millions of dead cells from the superficial layers of the human epidermis, potentially resulting in structural disruptions to the epidermal surface. The epidermal barrier is subsequently replenished by the committing-to-differentiation progeny of basal ESC, which progressively migrate away from the basement membrane toward the upper differentiated layers. This upward migration is counterbalanced by the proliferation of ESC, ensuring the continuous renewal of the basal layer.\u003c/p\u003e\n\u003cp\u003eIn vitro modeling of epidermal homeostasis relies on primary cultures of human ESC, which proliferate through two distinct modes: \u0026quot;balanced\u0026quot; and \u0026quot;expanding\u0026quot; \u003csup\u003e37\u003c/sup\u003e. Under low confluency conditions, proliferating ESC predominantly adopt an \u0026quot;expanding mode,\u0026quot; mirroring their self-renewal behavior during homeostasis and in response to injury in vivo. This results in a relatively homogeneous population that can be sustained across multiple cellular generations. As cells reach confluence, the \u0026quot;expanding mode\u0026quot; transitions into the \u0026quot;balanced mode\u0026quot;, promoting commitment to differentiation and leading to the formation of a heterogeneous population\u0026mdash;an essential process for the development of stratified epithelium \u003csup\u003e32\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e38\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e39\u003c/sup\u003e. It is now well established that the differentiation program in vitro can be initiated upon the addition of exogenous calcium, which induces the transcription and expression of various differentiation markers (Figure 1A).\u003c/p\u003e\n\u003cp\u003eA hallmark of ESC differentiation is the loss of colony-forming capacity. Using an in vitro model of epidermal homeostasis, we demonstrate that calcium-stimulated ESC rapidly commit to differentiation and lose their colony-forming ability well before the detectable expression of early differentiation markers such as KRT10 (Figure 1B-D). Primary ESC cultures were derived from non-sun-exposed areas of the human body to minimize the influence of chronic UV-induced cellular damage. Previous studies utilizing the same in vitro human model have established a 48\u0026ndash;72-hour timeline for the complete execution of the transcriptional differentiation program. Consistent with these findings, we observed an increase in differentiation markers (KRT10, KRT1, and Involucrin) at 24 hours post-stimulation. In contrast, suppression of key stem cell markers, such as p63, KRT5, and ITGA6, was not yet detectable (Figure 1E).\u003c/p\u003e\n\u003cp\u003eWe performed RNA sequencing to investigate the transcriptional landscape during the earliest phases of differentiation commitment. ESC collected immediately before calcium addition served as controls. Surprisingly, despite the early loss of the stem cell phenotype and a marked decrease in colony-forming ability, we observed only minimal changes in the transcriptional profile of ESC at 2- and 6-hours post-stimulation (Figure 1F-H). Substantial transcriptional alterations became evident only at 24 hours post-stimulation (Figure 1I). Differential gene expression analysis revealed strong enrichment for pathways associated with epidermal development and epithelial cell differentiation, with \u0026quot;Cornified Envelope\u0026quot; emerging as the most significantly enriched Cellular Component (Figure 1J).\u003c/p\u003e\n\u003cp\u003eAlthough this analysis used primary ESC cultures derived from female donors, a parallel experiment with male donors confirmed these findings (Figure S1A, B), demonstrating no gender bias in the experimental conditions. Collectively, our data surprisingly indicate that commitment to differentiation and the loss of the stem cell phenotype occur before the well-characterized transcriptional changes traditionally used to define the process of ESC differentiation.\u003c/p\u003e\n\u003cp\u003eStem cell fate decisions and lineage commitment are highly energy-demanding processes that necessitate profound changes in intracellular metabolism. Given that ESC commitment to differentiation is associated with a drastic increase in intracellular calcium levels in vivo and in vitro, we aimed to elucidate the metabolic changes occurring during the early stages of commitment.\u003c/p\u003e\n\u003cp\u003eOur RNA sequencing data revealed a lack of transcriptional changes in metabolism-related genes. However, it remains possible that differentiation initiation is governed by post-transcriptional metabolic rewiring. To investigate this, we directly measured real-time metabolic changes in ESC progeny undergoing differentiation. Our data revealed a significant increase in the oxygen consumption rate (OCR), indicative of a shift toward oxidative phosphorylation (OXPHOS), as early as 2 hours post-calcium induction. This metabolic shift, also characterized by a significantly elevated basal and maximal respiration, persists throughout the early stages of differentiation and up to 24 hours post-stimulation (Figure 2A and S2A). \u003c/p\u003e\n\u003cp\u003eBecause exogenous calcium is known to activate mitochondrial metabolism and enhance OXPHOS artificially \u003csup\u003e40\u003c/sup\u003e, we sought to determine whether OCR upregulation is an intrinsic feature of ESC differentiation. Indeed, this metabolic shift was recapitulated in differentiating ESC progeny upon suspension culture, independent of calcium addition (Figure S2B), confirming that metabolic reprogramming is a fundamental aspect of early ESC differentiation.\u003c/p\u003e\n\u003cp\u003eGiven the absence of transcriptional changes in genes regulating mitochondrial function, we hypothesized that differentiation-committed progeny regulate OXPHOS through mitochondrial dynamics, as previously suggested \u003csup\u003e41\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e42\u003c/sup\u003e. To assess the correlation between increased mitochondrial respiration and mitochondrial architecture, we visualized and quantified mitochondrial network changes during differentiation (Figure 2B-E and S2C-E). Our analysis revealed profound morphological remodeling, including an increase in the number of networks coupled with fewer and shortened branches. Taken together, the change in these parameters implies active mitochondrial restructuring and fragmentation during commitment to differentiation \u003csup\u003e43\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e44\u003c/sup\u003e.\u003c/p\u003e\n\u003cp\u003eTo further characterize metabolic reprogramming, we performed an untargeted metabolomic analysis of control ESC and calcium-initiated progeny using liquid chromatography-tandem mass spectrometry (LC-MS/MS). Initiation of differentiation led to significant changes in the levels of several metabolites (Figure 2F and S2F, G). Consistent with the metabolic shift toward OXPHOS, metabolites involved in the Citric Acid Cycle and Fatty Acid Oxidation were upregulated, while glycolytic intermediates were downregulated (Figure 2G-H). Notably, we also observed an increase in Acetylcarnitine, and Thiamine Phosphate, while D-glyceraldehyde 3-phosphate was reduced (Figure S2H).\u003c/p\u003e\n\u003cp\u003eThese findings substantiate our mitochondrial flux analysis and morphological visualization, demonstrating that differentiating keratinocytes undergo profound metabolic reprogramming toward OXPHOS well before the onset of transcriptional changes. \u003c/p\u003e\n\u003cp\u003eOXPHOS, as the final step in nutrient oxidation, integrates the metabolism of glucose, fatty acids, and amino acids. Although cellular substrate preference mechanisms remain incompletely understood, recent studies suggest that different tissues exhibit distinct metabolic dependencies \u003csup\u003e45\u003c/sup\u003e highlighting the critical role of various metabolic substrates in regulating fundamental cellular functions, including differentiation.\u003c/p\u003e\n\u003cp\u003eTo identify the primary substrate driving mitochondrial activation and fueling ESC differentiation, we investigated the metabolic inputs sustaining OXPHOS. Specifically, we inhibited the following key metabolic pathways: glutamine oxidation via glutaminase using bis-2-(5-phenylacetamido-1,3,4-thiazol-2-yl)ethyl sulfide (BPTES) \u003csup\u003e46\u003c/sup\u003e, pyruvate flux through the mitochondrial pyruvate carrier (MPC) using the \u0026alpha;-cyanocinnamate analog UK5099 \u003csup\u003e47\u003c/sup\u003e, and fatty acid oxidation (FAO) through irreversible inhibition of the carnitine palmitoyltransferase-1 (CPT1) via etomoxir \u003csup\u003e48\u003c/sup\u003e (Figure 3A).\u003c/p\u003e\n\u003cp\u003eWe focused on the magnitude of changes in baseline and maximal respiration 24 hours after the initiation of differentiation. Inhibition of these three mitochondrial substrate oxidation pathways reduced baseline respiration in control ESC, suggesting utilization of all three substrates and, to some extent, plasticity in mitochondrial metabolism in proliferating ESC. However, while BPTES and UK5099 did not prevent the increase in baseline and maximal respiration during the early phases of differentiation, inhibition of FAO via etomoxir completely abolished mitochondrial reprogramming in differentiating keratinocytes (Figure 3B-D and S3A). \u003c/p\u003e\n\u003cp\u003eTo assess whether reduced FAO through etomoxir directly impacts ESC\u0026apos; commitment to differentiation, we measured the expression of KRT10 24 hours after calcium initiation. We observed that inhibiting the transport of long-chain fatty acids into the mitochondria via CPT1 completely prevented ESC from committing to differentiation (Figure 3E). In contrast, when oxidation of other mitochondrial substrates, such as pyruvate and amino acids, was pharmacologically inhibited, ESC were still able to initiate differentiation and express KRT10 at 24 hours post-initiation (Figure 3E). Given that etomoxir has been shown to exhibit a variety of off-target effects \u003csup\u003e49\u003c/sup\u003e, we also suppressed mitochondrial FAO by inhibiting CPT1 expression through siRNA-mediated knockdown. This approach led to a reduction in mitochondrial reprogramming during keratinocyte commitment to differentiation. Subsequently, it inhibited the differentiation program, confirming the essential role of mitochondrial FAO in ESC differentiation (Figure S3B, C). Treatment with etomoxir also rescued the colony-forming ability of ESC even after 24 hours of incubation with calcium, indicative of preserving the stem cell phenotype while lacking the ability to initiate differentiation (Figure 3F, G).\u003c/p\u003e\n\u003cp\u003eWhile animal models only partially recapitulate human epidermal homeostasis due to significant differences in organ structure, human skin equivalents serve as a well-characterized and widely used model for studying ESC renewal and commitment to differentiation. In this study, we utilized full-thickness 3D skin equivalents composed of both dermal and epidermal components to investigate the consequences of reduced mitochondrial FAO on epidermal homeostasis and differentiation. Etomoxir treatment resulted in defective epidermal formation, with loss of keratohyalin granules and visible retention of nucleated cells in the upper epidermal layer, suggesting severe differentiation defects (Figure 3H-J). Immunostaining for differentiation markers in the equivalents revealed significantly reduced expression of the early differentiation marker KRT10 (Figure S3D, E).\u003c/p\u003e\n\u003cp\u003eTo further explore the in vivo relevance of mitochondrial FAO for epidermal homeostasis, we employed a genetic mouse model with epidermis-specific deletion of CPT1 \u003csup\u003e50\u003c/sup\u003e, driven by the Keratin 14 promoter (K14Cre; CPT1A\u003csup\u003ef/f\u003c/sup\u003e) (Figure 3K, L). Notably, the CPT1 deletion did not result in major phenotypic alterations in the skin of neonatal and adult mice under baseline conditions (Figure 3M and S3F). This outcome was anticipated, as CPT1 functions in conjunction with its partner CPT2 and CACT (carnitine-acylcarnitine translocase) to facilitate the transport of fatty acids into the mitochondria, with some degree of functional redundancy. Epidermal differentiation is the primary driver of epidermal homeostasis and triggers the self-renewal of ESC in the basal layer to compensate for differentiated progeny \u003csup\u003e7\u003c/sup\u003e. Therefore, we induced ectopic epidermal differentiation in control CPT1A\u003csup\u003ef/f\u003c/sup\u003e and K14Cre; CPT1A\u003csup\u003ef/f\u003c/sup\u003e mice by tape stripping and removing the corneocytes from the outermost epidermal layers \u003csup\u003e51\u003c/sup\u003e. It has been shown that this insult to the epidermal barrier and subsequent differentiation results in the excessive division of ESC that aims to replenish the basal layer and balance the loss of the differentiating progeny \u003csup\u003e7\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e52\u003c/sup\u003e. While control CPT1A\u003csup\u003ef/f \u003c/sup\u003e\u003csup\u003e \u003c/sup\u003emice exhibited aberrant proliferation in the basal layer following tape stripping, K14Cre; CPT1A\u003csup\u003ef/f\u003c/sup\u003e mice failed to respond, indicating a deficiency in their ability to initiate detachment from the basal membrane, upward movement and compensatory proliferation (Figure 3M, N). This suggests that mitochondrial FAO is essential for the stress-induced initiation of epidermal differentiation. To further confirm that ectopic differentiation is indeed impaired upon FAO blockade, we tested if tape stripping would interfere with the very early commitment of ESC progeny to differentiation. In the mouse epidermis, KRT10 is the first upregulated differentiation marker, and early molecular changes associated with differentiation are characterized by an increase in KRT10 levels within a restricted population of basal keratinocytes, which still express high levels of the stem cell markers KRT14 and KRT15 \u003csup\u003e8\u003c/sup\u003e. To investigate the effects of deficient mitochondrial FAO on these early differentiation events, we focused on KRT10/KRT15 double-positive basal epidermal cells in response to tape stripping. As expected, control CPT1A\u003csup\u003ef/f\u003c/sup\u003e mice exhibited a substantial increase in the number of early differentiating double-positive cells, whereas K14Cre; CPT1A\u003csup\u003ef/f\u003c/sup\u003e mice failed to show a similar response (Figure 3S G, H), indicating a blockade of ESC differentiation.\u003c/p\u003e\n\u003cp\u003eTaken together, our findings demonstrate that mitochondrial FAO is specifically required for the early commitment to epidermal differentiation.\u003c/p\u003e\n\u003cp\u003eFAO integrates several metabolic pathways, with acetyl-CoA as its primary end product. Acetyl-CoA is an essential intermediate involved in various cellular processes. The levels of acetyl-CoA in both the nucleus and cytoplasm have been shown to influence the epigenetic regulation of gene expression across different cell types, including epidermal keratinocytes \u003csup\u003e53\u003c/sup\u003e. To explore the cellular mechanisms by which FAO supports ESC\u0026rsquo; differentiation, we first examined whether FAO promotes epidermal differentiation by maintaining the cytoplasmic acetyl-CoA pool \u003csup\u003e54\u003c/sup\u003e. Differentiation in ESC cultures was induced with calcium, in the presence or absence of etomoxir. We then assessed whether acetyl-CoA precursors such as acetate and citrate could bypass FAO inhibition to sustain epidermal differentiation. Treatment with acetate or citrate failed to restore epithelial differentiation suppressed by etomoxir, as indicated by the lack of KRT10 expression (Figure 4A). This indicates that the effects of suppressed FAO on ESC are not a consequence of limited levels of cytoplasmic acetyl-CoA.\u003c/p\u003e\n\u003cp\u003eGiven the constant exposure of the human epidermis to air and the high efficiency of ATP production via FAO and OXPHOS when oxygen is abundant, we also explored whether FAO primarily supports ATP production. Mitochondrial flux analysis revealed a significant increase in ATP levels during differentiation (Figure 4B), an effect blocked by etomoxir treatment (Figure S4A). To investigate this further, we conducted a series of perturbations targeting the cellular machinery responsible for ATP production (Figure 4C). In normal mammalian cells, ATP is derived from both glycolysis and mitochondrial OXPHOS. To block mitochondrial ATP production, we treated calcium-induced ESC with oligomycin and antimycin, which inhibit the electron transport chain and ATP synthase within the mitochondria \u003csup\u003e55\u003c/sup\u003e. This treatment completely blocked epidermal differentiation, as assessed by KRT10 expression (Figure 4D). Similar results were obtained with arsenite, a compound that disrupts key enzymes in the electron transport chain through its interaction with thiol groups, thereby reducing ATP production via OXPHOS \u003csup\u003e56\u003c/sup\u003e.\u003c/p\u003e\n\u003cp\u003eAlthough glycolysis contributes to a smaller portion of ATP production, we also evaluated its role in epidermal differentiation. Inhibition of glycolytic ATP production with 2-deoxyglucose (2-DG), a glucose analog (Figure 4D), did not prevent ESC from committing to differentiation, highlighting that mitochondrial but not glycolytic ATP production is essential for epidermal homeostasis. To further confirm these findings, we used Piericidin A, an inhibitor of mitochondrial Complex I, to treat full-thickness 3D skin equivalents. This intervention resulted in defects similar to those observed with FAO inhibition by etomoxir: impaired epidermal formation, a thinner multilayered structure, retention of nucleated cells in the upper epidermal layers, and failure to induce differentiation markers such as KRT10 (Figure 4E-I).\u003c/p\u003e\n\u003cp\u003eModeling epidermal differentiation in intact human skin presents challenges. However, the replenishment of the basal layer through ESC division can be studied in intact skin. A discrete population of basal ESC continually proliferates to replace differentiated progeny during barrier renewal. In human skin, these proliferating ESC constitute approximately 8-10% of the basal layer and are positive for the proliferation marker Ki67. We hypothesized that mitochondrial activation would subtly enhance homeostatic differentiation and lead to an increased number of Ki67-positive basal keratinocytes. Mitochondrial NAD+ (nicotinamide adenine dinucleotide) is critical for ATP generation as it acts as an electron carrier in the electron transport chain. The reduction of NAD+ to NADH during the citric acid cycle creates a proton gradient across the mitochondrial membrane, which drives ATP synthesis via OXPHOS \u003csup\u003e57\u003c/sup\u003e. Treatment of patient-derived human skin explants with the NAD+ precursor NMN (nicotinamide mononucleotide) resulted in a significant increase in Ki67-positive cells in the basal layer, indicating activation of epidermal turnover (Figure S4B, C).\u003c/p\u003e\n\u003cp\u003eIn summary, these data indicate that FAO is not required to supply acetyl-CoA for histone acetylation of differentiation-related genes during basal epidermal keratinocyte differentiation. However, it is indispensable for ATP production, which is essential for executing the differentiation program. In this context, inhibiting mitochondrial ATP production by blocking FAO disrupts ESC differentiation and impedes replenishing the epidermal barrier.\u003c/p\u003e\n\u003cp\u003eOur study demonstrates that homeostatic epidermal renewal, driven by ESC differentiation, necessitates metabolic reprogramming towards OXPHOS at the early stages of commitment. Furthermore, we establish that the activation of mitochondrial respiration and ATP production is critically dependent on fatty acid \u0026beta;-oxidation. Using genetic loss-of-function experiments and pharmacological inhibition of FAO both in vitro and in vivo, we show that blocking this metabolic pathway disrupts ESC differentiation, thereby impairing epidermal renewal and compromising barrier function.\u003c/p\u003e\n\u003cp\u003eDefective epidermal differentiation is increasingly recognized as a key molecular driver of various skin pathologies, including inflammatory skin disorders, benign hyperplastic lesions, and ichthyosis \u003csup\u003e58-60\u003c/sup\u003e. It is widely accepted that epidermal differentiation is governed by a tightly controlled transcriptional program, regulated at the epigenetic level, which promotes the expression of pro-differentiation factors while simultaneously suppressing stem cell-associated genes \u003csup\u003e3\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e7\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e24\u003c/sup\u003e\u003csup\u003e,\u003c/sup\u003e\u003csup\u003e25\u003c/sup\u003e. However, the precise molecular mechanisms that initiate this complex process remain elusive. A well-established factor in ESC commitment is the increase in intracellular calcium levels, yet the molecular events linking this calcium spike to the activation of the differentiation-associated transcriptional response remain poorly understood \u003csup\u003e9\u003c/sup\u003e. Building the multilayered structure of the epidermis is an energy-intensive process, requiring high ATP levels and an adequate supply of biomolecular precursors. Cellular metabolism plays a pivotal role in meeting these demands, and previous studies have implicated increased ROS levels, amino acids, and lipids as key drivers of epidermal differentiation \u003csup\u003e35\u003c/sup\u003e. To elucidate the role of metabolism in epidermal homeostasis, we employed a well-established in vitro ESC differentiation model in combination with 3D skin equivalents. Our findings reveal that metabolic reprogramming towards mitochondrial respiration occurs very early after calcium stimulation and is essential for executing the differentiation program. This shift to OXPHOS is likely sustained by mitochondrial calcium uptake and the availability of oxygen. Recently, mitochondrial deficiencies in ESC have been implicated in the pathogenesis of common epidermal disorders, such as atopic dermatitis, independently of immune system involvement \u003csup\u003e61\u003c/sup\u003e. \u003c/p\u003e\n\u003cp\u003eMoreover, we demonstrate that differentiating ESC rely exclusively on FAO to sustain mitochondrial respiration and ATP production. These findings were corroborated in skin organoid models as well as in FAO-deficient mouse models, reinforcing the critical role of FAO in epidermal differentiation. The preferential engagement of FAO is likely driven by the availability of lipids within the epidermal environment. \u003c/p\u003e\n\u003cp\u003eOur study identifies fundamental metabolic determinants of early epidermal differentiation and raises several important questions for future research. What role does FAO play in defective differentiation responses at the onset of inflammatory skin reactions? Could targeting FAO serve as a potential therapeutic strategy for treating epidermal differentiation disorders? Addressing these questions will provide deeper insights into epidermal biology and may inform novel approaches for managing skin diseases characterized by impaired differentiation.\u003c/p\u003e"},{"header":"Methods","content":"\u003cp\u003e\u003cstrong\u003eAnimal Studies\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eCPT1A fl/fl mice were provided from\u0026nbsp;Laboratory animal center KU Leuven, Belgium and K14-Cre mice\u0026nbsp;B6N.Cg-Tg(KRT14-cre)1Amc/J\u0026nbsp;were purchased from The Jackson Laboratory.\u0026nbsp;Mousegenotyping for CPT1A fl/fl mice was performed by PCR starting from mouse tail DNA isolated with DNeasy Blood \u0026amp; Tissue Kit (Qiagen 69504). For CPT1A, the following oligonucleotides primers were used:\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eCPT F: 5’ CAG-CTG-CTC-CAC-ACC-AAG-GCT 3’\u003c/p\u003e\n\u003cp\u003eCPT R: 5’ TGC-CCT-TCT-ACT-GTC-ACA-TGG 3’\u003c/p\u003e\n\u003cp\u003eResults: loxlox band: 403 bp; Wt band: 290 bp\u003c/p\u003e\n\u003cp\u003eSamples (mice tail) for K14-Cre genotyping were sent to Transnetyx Inc.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eFor mice back skin tape strip, 7-week-old mice\u0026nbsp;were used to affirm resting of the hair follicles due to telogen phase of their hair cycle. \u0026nbsp;The mice were anesthetized with isoflurane and the back skin was shaved and epilated. The tape stripping, using Tegaderm film, was performed the day after hair removal. To standardize the degree of epidermal disruption elicited by tape stripping, the trans epidermal water loss (TEWL) is measured using a Dermalab TEWL probe (CortexTechnology, Denmark). All animal experimental protocols were approved by IACUC of Massachusetts General Hospital.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCell Culture\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eHealthy skin samples taken during surgical operations were used to isolate human primary keratinocytes and dermal fibroblast. Following the removal of subcutaneous adipose tissue from the human skin specimens, the tissue pieces were incubated in dispase solution (StemCell Technologies) at 4°C overnight. After digestion, the epidermis and the dermis were separated, chopped into small pieces and processed separately.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eThe dermis was incubated with Collagenase/Hyaluronidase (StemCell Technologies) 1X at\u0026nbsp;37°C overnight. Fibroblast were then passed through a 70 µm cell strainer and cultured in in DMEM (Gibco)\u0026nbsp;supplemented with 10% FBS and 1% antibiotic/antimycotic and maintained at 37 °C in 5% CO\u003csub\u003e2\u003c/sub\u003e.\u003c/p\u003e\n\u003cp\u003eThe epidermis was incubated in 0.05% Trypsin-EDTA (Gibco) for 10 minutes at 37°C. The human primary keratinocytes were then passed through a 70 µm cell strainer, seeded in a precoated dish, and cultured in Keratinocyte SFM (K-SFM, Thermo Fisher Scientific) supplemented with 0.2 ng/mL human recombinant epidermal growth factor (EGF), 30 μg/mL bovine pituitary extract (BPE), and 1% antibiotic/antimycotic. Cultures were maintained at 37 °C in 5% CO\u003csub\u003e2\u003c/sub\u003e. Cells were cultured in K-SFM supplemented with 30ug/ml BPE and 0.3ng/ml EGF with 5% CO\u003csub\u003e2\u003c/sub\u003e at 37°C.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eFor differentiation, keratinocytes at a confluency of 50–60% were treated with 1.5 mM CaCl\u003csub\u003e2\u003c/sub\u003e (C1016, Sigma-Aldrich) for 2, 6 or 24 hours. \u0026nbsp; Differentiation of keratinocytes upon suspension culture was performed as described previously (reference). Briefly, 500000 cells of keratinocytes were resuspended in 1.45% methyl cellulose in complete medium and seeded in 12-well with a super low cell attachment surface (Nunclon Sphera Plates, Thermo Scientific). Cells were incubated at 37°C in 5% CO\u003csub\u003e2\u003c/sub\u003e and harvested at 24 hours by diluting the methylcellulose with PBS. Cells were collected and subjected to multiple PBS washes by centrifugation.\u003c/p\u003e\n\u003cp\u003eSwiss3T3 were cultured in DMEM (Gibco)\u0026nbsp;supplemented with 10% FBS and 1% antibiotic/antimycotic and maintained at 37 °C in 5% CO\u003csub\u003e2\u003c/sub\u003e.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eSkin explant\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e7mm punch biopsy skin explants were placed dermal side down onto membranes of trans well inserts (Costar) in contact with growth medium DMEM (Gibco),\u0026nbsp;containing 10% human serum (Gemini Bio Products) and 1% antibiotic/antimycotic. The surface of the biopsy was kept in contact of the air. The medium in the bottom part of the well was supplemented with DMSO or the indicated concentration of NMN. The so treated skin explants were harvested after 24 hours and fixed in 10% formalin overnight for paraffin sections.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFull-thickness 3D skin equivalents\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eDermal fibroblasts were mixed with collagen matrix and seeded in deep wells (BD Biosciences). Human keratinocytes were placed over the dermal equivalent and grown submersed in KGM-2 Bullet Kit (Lonza) for 48 hours. 3D skin cultures were subjected to air–liquid interface (ALI) in differentiation media (KGM Bullet Kit, Lonza, with 25mg of ascorbic acid, 10 µg/mL of transferrin, and 1M of CaCl\u003csub\u003e2\u003c/sub\u003e) for 7 days. Starting on the day of establishment of ALI, 3D skin cultures were treated with the indicated concentration of Etomoxir or Piericidin A.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003esiRNAs and transfection methods\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003ePredesigned siRNAs for human CPT1A and control siRNAs were purchased from Dharmacon (Cat. No: L-009749-00-0010, D-001206-13-05). Cells were transiently transfected using HiPerFect Transfection Reagent (Qiagen).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eColony forming assays\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSwiss3T3 cells were treated with 4 μg/ml mitomycin C for 3 hours and plated in 6-well plates 24 hours prior seeding the keratinocytes. Human primary keratinocytes were treated with 1.5 mM CaCl\u003csub\u003e2\u003c/sub\u003e and 40 μM Etomoxir for the indicated time. After that, 100 cells of treated keratinocytes were seeded in 6-well plates containing the layer of Swiss3T3 feeder cells. Clonal density cultures were maintained in FAD medium (50% DMEM, 50% DMEM/F12 with the addition of 5% FBS, 5μg/ml insulin, 0.18 mM adenine, 0.5μg/ml hydrocortisone, 1 × 10\u003csup\u003e–9\u003c/sup\u003eM cholera toxin and 10ng/ml EGF) for 10 days, fixed with 4% PFA and stained with 1% crystal violet.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eSDS-PAGE and Western blot\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eCells were lysed in RIPA buffer (Boston Bio Products). Samples were prepared after mixing 3 parts of the clear lysates with 1 part of 4x NuPAGE LDS Sample Buffer (Invitrogen) and b-mercaptoetanol (EMD Millipore). \u0026nbsp;Samples were boiled and loaded on denaturing SDS-PAGE gels followed by western blotting. Membranes were blocked with 5% nonfat-dry milk and incubated with primary antibodies overnight at 4°C. The primary antibodies used for Western blot analysis were: anti-vinculin (sc73614 - Santa Cruz), anti-KRT10 (ab76318, Abcam), anti-CPT1A (15184-1-Ap, Proteintech). Membranes were incubated for 1h at RT with the appropriate horseradish peroxidase-conjugated secondary antibody and detected by chemiluminescence.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eRNA Isolation and RT-qPCR\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eTotal RNA was extracted from cells using RNeasy Mini Kit (Qiagen) and retro-transcribed to cDNA using Maxima First Strand cDNA Synthesis Kit (Thermo Fisher Scientific). RT-qPCR was performed using SYBR green Master Mix (Applied Biosystems) in a Quant Studio 3 instrument (Applied Biosystems). Target genes were quantified using the following specific oligonucleotide primers and normalized to human 36B4 expression.\u0026nbsp;\u003c/p\u003e\n\u003ctable border=\"0\" cellspacing=\"0\" cellpadding=\"0\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eGene\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eForward primer (5’-3’)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eReverse primer (5’-3’)\u0026nbsp;\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e36B4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eTGGTCATCCAGCAGGTGTTCGA\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eACAGACACTGGCAACATTGCGG\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eKRT10\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eCCTGCTTCAGATCGACAATGCC\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eATCTCCAGGTCAGCCTTGGTCA\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eKRT1\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eCAGCATCATTGCTGAGGTCAAGG\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eCATGTCTGCCAGCAGTGATCTG\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eINV\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eGGTCCAAGACATTCAACCAGCC\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eTCTGGACACTGCGGGTGGTTAT\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eTP63\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eCAGGAAGACAGAGTGTGCTGGT\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eAATTGGACGGCGGTTCATCCCT\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eKRT5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eGCTGCCTACATGAACAAGGTGG\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eATGGAGAGGACCACTGAGGTGT\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eITGA6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eCGAAACCAAGGTTCTGAGCCCA\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eCTTGGATCTCCACTGAGGCAGT\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e\u003cstrong\u003eMitochondrial function measuring (Seahorse XF Assay)\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eOxygen consumption rate (OCR) was measured using XF Cell Mito Stress Test Kit (103015-100) on Agilent Seahorse XFe24 Analyzer. The utility plate was collagen coated and 15000 cells/well were plated (except in the background wells) in 100 μl Keratinocyte-SFM medium. After 1h incubation for evenly cells distribution, 150 μl of growth medium are added to each well. Depends on the experiment, cells were treated with the indicated concentration of mitochondria pathways inhibitors and CaCl\u003csub\u003e2\u003c/sub\u003e. Seahorse sensor cartridge was incubated with Seahorse Calibrant solution overnight at 37°C in CO\u003csub\u003e2\u003c/sub\u003e free incubator. Cells in the utility plate were first washed and then incubated with fresh 500 μl assay medium (Seahorse media XF DMEM medium pH 7.4, cat #103575-100, supplemented with 10 mM glucose, 1 mM pyruvate to final and 2 mM glutamine) for 1h at 37°C in CO\u003csub\u003e2\u003c/sub\u003e free incubator prior the assay. OCR was monitored at baseline and throughout sequential injections of oligomycin (1 μM), carbonyl cyanide-4-(trifluoromethoxy)phenylhydrazone (FCCP) (1 μM) and rotenone/antimycin A (0.5 μM each).For keratinocytes differentiated upon suspension culture, 40000 already differentiated cells were resuspended in 500 μl of fresh assay medium and plated in seahorse utility plate coated in advance with Poly-D-Lysine. After gentle spin to let them attach, incubate for 1h at 37°C in CO\u003csub\u003e2\u003c/sub\u003e free incubator prior the assay.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eMitotracker\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eHuman primary keratinocytes were incubated for 30 min with 100 nM MitoTracker Red CMXROS (Invitrogen). Then, cells were fixed for 15 min with 4% paraformaldehyde. Fluorescence images were acquired using a confocal microscope (Nikon). An average of 20 cells per condition from 3 independent experiments were used to perform the Mitochondrial Network Analysis (MiNA) with ImageJ software.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eMetabolomics LC-MS sample preparation\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eCells were lysed in pre-chilled 80% Methanol HPLC Grade. After centrifuging for 10 min at 10000 g, the supernatant was transferred into new tube and dried in the\u0026nbsp;Speed-Vac\u0026nbsp;concentrator. Dried samples were resuspended using 20 uL HPLC grade water for mass spectrometry.5-7 μL were injected and analyzed using a hybrid 6500 QTRAP triple quadrupole mass spectrometer (AB/SCIEX) coupled to a Prominence UFLC HPLC system (Shimadzu) via selected reaction monitoring (SRM) of a total of 298 endogenous water-soluble metabolites for steady-state analyses of samples. Some metabolites were targeted in both positive and negative ion mode for a total of 309 SRM transitions using positive/negative ion polarity switching. ESI voltage was +4950V in positive ion mode and –4500V in negative ion mode. The dwell time was 3 ms per SRM transition and the total cycle time was 1.55 seconds. \u0026nbsp;Approximately 9-12 data points were acquired per detected metabolite. Samples were delivered to the mass spectrometer via hydrophilic interaction chromatography (HILIC) using a 4.6 mm i.d x 10 cm Amide XBridge column (Waters) at 400 μL/min. Gradients were run starting from 85% buffer B (HPLC grade acetonitrile) to 42% B from 0-5 minutes; 42% B to 0% B from 5-16 minutes; 0% B was held from 16-24 minutes; 0% B to 85% B from 24-25 minutes; 85% B was held for 7 minutes to re-equilibrate the column. Buffer A was comprised of 20 mM ammonium hydroxide/20 mM ammonium acetate (pH=9.0) in 95:5 water:acetonitrile. Peak areas from the total ion current for each metabolite SRM transition were integrated using MultiQuant v3.0 software (AB/SCIEX).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eHistology and immunofluorescence.\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eSkin explant, 3D skin cultures and mouse skin were\u0026nbsp;harvested and fixed in 10% formalin overnight for paraffin sections. Paraffin sections were used for Hematoxylin and Eosin (H\u0026amp;E) staining and histological analysis. After standard deparaffinization, 15 minutes permeabilization with 0.5% Triton-X 100 in PBS and heat-induced antigen retriever with citrate-based antigen unmasking solution (Sigma), sections were incubated overnight at 4°C with the following antibodies: anti-KRT5 (03-GP-CK5, ARP); anti-KRT10 (905404, Bio-Legend); Ki67 (ab16667, Abcam). Secondary Alexa Fluor antibodies were incubated for 1 h at room temperature. Nuclei were stained with 1ug/ml Hoechst 33342 (Invitrogen).\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eQUANTIFICATION AND STATISTICAL ANALYSIS\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eRNA-seq and expression analysis\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eRNA library preparation, sequencing, and analysis were conducted at Azenta Life Sciences (South Plainfield, NJ, USA) as follows: Library Preparation with PolyA selection and Illumina Sequencing RNA samples were quantified using a Qubit 2.0 Fluorometer (Life Technologies), and RNA integrity was checked using an Agilent TapeStation 4200 (Agilent Technologies). RNA sequencing libraries were prepared using the NEBNext Ultra II RNA Library Prep Kit for Illumina using the manufacturer's instructions (NEB). The sequencing library was validated on the Agilent TapeStation (Agilent Technologies), and quantified by using Qubit 2.0 Fluorometer (Invitrogen) as well as by quantitative PCR (KAPA Biosystems). The sequencing libraries were clustered on a flow cell. After clustering, the flow cell was loaded on the Illumina NovaSeq instrument according to the manufacturer’s instructions. The samples were sequenced using a 2x150bp Paired-End (PE) configuration, targeting 30 M reads/sample. Differential expression analysis was\u0026nbsp;performed, and the Wald test was used to generate p-values and Log2 fold changes. Genes with p-values \u0026lt; 0.05 and absolute log2 fold changes ≥ 1 were called as differentially expressed genes for each comparison. A gene ontology analysis was performed on the statistically significant set of genes by Enrichr software. The human GO list was used to cluster the set of genes based on their biological process, cellular component, and determine their statistical significance.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eMetabolomics LC-MS analysis\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eRelative metabolite levels were quantified from peak area and normalized to the cells number.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eHeatmaps, principal component analysis, volcano plot and enrichment analysis were generated using MetaboAnalyst.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eStatistical analysis\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eAll datasets derive from at least three independent experiments unless otherwise indicated. Data are presented as the mean of independent experiments ±SD as indicated. All statistical analyses were performed using GraphPad Prism software (version 10.0). In experiments comparing two samples, paired or unpaired, two-tailed t-test was performed, whereas when comparing multiple independent samples, one-way analysis of variance (ANOVA) was performed as described in the legends.\u0026nbsp;\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eAcknowledgements\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eWe thank Dr. John M. Asara from Mass Spectrometry Core, BIDMC, for liquid chromatography-mass spectrometry experiments. This work was supported by NIH grant 1P01AG071463-02 (Project 1, A.M.). P.C. is supported by long-term structural Methusalem funding from the Flemish government (METH.14.08), and the European Research Council ERC Advanced Research Grant (EU-101055155). P.C. is also funded by Fund for Scientific Research-Flanders (FWO-Vlaanderen).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eEthics declaration:\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eKazuki T. and E.G. are visiting scientists at the Cutaneous Biology Research Center, Massachusetts General Hospital and are funded by Shiseido Co., Ltd). A. M. is a co-founder (with equity) of New Frontier Bio, a consumer health company developing skincare and anti-aging products, and has equity in DermBiont, a private company advancing targeted topical therapeutics for dermatological indications. K.T. has a financial interest in New Frontier Bio.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eDeclaration of generative AI and AI-assisted technologies in the writing process:\u0026nbsp;\u003c/strong\u003eDuring the preparation of this work the author(s) used ChatGPT 4o to proofread the text and edit for language deficiencies. 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Advances in the pathogenesis of psoriasis: from keratinocyte perspective. \u003cem\u003eCell Death Dis\u003c/em\u003e \u003cstrong\u003e13\u003c/strong\u003e, 81 (2022).\u003c/li\u003e\n \u003cli\u003eSchmuth, M.\u003cem\u003e, et al.\u003c/em\u003e Skin Barrier in Atopic Dermatitis. \u003cem\u003eJ Invest Dermatol\u003c/em\u003e \u003cstrong\u003e144\u003c/strong\u003e, 989-1000 e1001 (2024).\u003c/li\u003e\n \u003cli\u003eLeman, G.\u003cem\u003e, et al.\u003c/em\u003e Mitochondrial Activity Is Upregulated in Nonlesional Atopic Dermatitis and Amenable to Therapeutic Intervention. \u003cem\u003eJ Invest Dermatol\u003c/em\u003e \u003cstrong\u003e142\u003c/strong\u003e, 2623-2634 e2612 (2022).\u003c/li\u003e\n\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":true,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"
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