Abstract
10
Autophagy enables macrophages to degrade intracellular Mycobacterium tuberculosis 11
(Mtb), and this defense depends on E3 ubiquitin ligases such as PARKIN and SMURF1, 12
which tag Mtb-associated structures for lysosomal clearance. Deubiquitinases (DUBs) 13
counter ubiquitin ligases by removing ubiquitin from molecular targets. We hypothesized 14
that DUBs might offset ubiquitin ligase activity and negatively regulate host immunity to 15
Mtb. Here, we identify ubiquitin-specific protease 15 (USP15) as a negative regulator of 16
autophagy-mediated macrophage immunity to Mtb. Using a targeted knockdown screen 17
in mouse macrophages, we found that Usp15 loss increased K63-linked ubiquitination 18
and LC3 recruitment to Mtb-associated structures, leading to reduced bacterial 19
replication. These effects required USP15’s catalytic activity and were reversed by 20
knockdown of PARKIN ( Park2) or inhibition of autophagy initiation. In primary human 21
macrophages, USP15 knockdown similarly enhanced LC3 targeting and restricted Mtb 22
growth. Importantly, pharmacologic inhibition of USP15 with a selective small molecule 23
decreased Mtb burden in human macrophages. Our findings identify USP15 as a 24
suppressor of macrophage immunity and suggest that targeting deubiquitinases may 25
represent a promising host-directed therapeutic strategy against tuberculosis. 26
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Introduction
27
Mycobacterium tuberculosis (Mtb), the causative agent of tuberculosis (TB), is 28
responsible for an estima ted 10 million new cases and 1.3 million deaths annually 29
worldwide (1). The airborne route of transmission, combined with its ability to persist 30
within infected individuals, contribute to its global success (2, 3). Mtb primarily infects 31
macrophages or inflammatory monocytes following inhalation (4, 5) and can enter a 32
long-lived persistent state that later reactivates to cause disease and transmission (3, 33
6). While antibiotics are effective against active TB, they are less effective against latent 34
bacteria, and the emergence of multidrug-resistant Mtb strains further complicates 35
treatment (1, 7). These challenges underscore the need for host-directed therapies that 36
enhance immune control of Mtb replication (8-14). However, a detailed understanding of 37
the molecular mechanisms used by host innate immune cells to restrict bacterial 38
replication is incomplete. 39
Xenophagy, a form of selective autophagy that targets large intracellular 40
structures, is a critical component of macrophage cell-autonomous immunity against 41
Mtb (15-18). Pathogen- and damage-associated molecular patterns (PAMPs and 42
DAMPs) stimulate xenophagy by recruiting E3 ubiquitin ligases such as PARKIN 43
(encoded by the Park2 gene) and SMURF1 to cytosolic Mtb or damaged phagosomal 44
membranes (19-26). These ligases attach ubiquitin to Mtb-associated structures, 45
particularly K63- and K48-linked polyubiquitin chains, which are recognized by adaptor 46
proteins like p62, NDP52, NBR1 and Optineurin (OPTN). In turn, adaptors recruit LC3 47
and other autophagy machinery, leading to the formation of autophagosomes and 48
subsequent bacterial degradation through lysosomal fusion (27-29). While some 49
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
controversy remains regarding the role of autophagy in Mtb control (30, 31), genetic 50
ablation of Park2, Smurf1, or autophagy pathway components in murine (25, 26, 32-35) 51
or human (26, 36) macrophages results in increased Mtb growth and reduced mouse 52
survival (25, 26, 32-35). 53
Although the role of ubiquitin ligases in promoting xenophagy is well established, 54
the contribution of opposing deubiquitinases (DUBs) remains poorly understood. DUBs 55
remove ubiquitin chains from proteins and are categorized into five major families based 56
on structural and functional characteristics (37). These enzymes are known to regulate 57
key immune and stress response pathways, but only a few have been implicated in 58
macrophage immunity during infection. For example, DUB30 negatively regulates 59
mitophagy by delaying mitochondrial recruitment of PARKIN (38, 39), and ubiquitin-60
specific protease (USP) 18 modulates type I interferon signaling and host defense 61
during Mtb and Salmonella infections (40). Finally, a recent study identified USP8 as a 62
negative regulator of cell-autonomous immunity to Mtb by facilitating the repair of Mtb-63
induced membrane damage that would normally trigger Mtb degradation (41). However, 64
the broader roles of DUBs in regulating host responses to Mtb remain largely 65
unexplored. 66
To address this gap, we performed a knockdown screen targeting murine DUBs 67
in BV2 macrophages (42) and identified multiple candidates that alter Mtb replication. 68
USP15 emerged as a potent negative regulator of host immunity to Mtb. Genetic 69
deletion or knockdown of USP15 in mouse and human macrophages enhanced K63-70
linked ubiquitination and LC3 recruitment to Mtb-associated structures, resulting in 71
impaired bacterial replication. These effects required USP15’s catalytic activity and 72
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
were reversed by knockdown of Park2 or pharmacologic inhibition of autophagy 73
initiation. In primary human macrophages, pharmacologic inhibition of USP15 similarly 74
reduced Mtb burden. These findings identify USP15 as a key regulator of autophagy 75
and macrophage defense against Mtb and suggest that targeting deubiquitinases may 76
represent a promising strategy for host-directed therapy against tuberculosis. 77
78
Results
79
Depletion or deletion of Usp15 inhibits Mtb replication 80
To identify deubiquitinases (DUBs) that regulate Mycobacterium tuberculosis 81
(Mtb) replication in macrophages, we generated a knockdown library in the genetically 82
tractable murine BV2 macrophage cell line. We selected BV2 microglial macrophages 83
due to their robust genetic tractability, their previously validated use in autophagy 84
studies, and their established utility in modeling mycobacterial pathogenesis (43-50). 85
We used a luminescent Mtb strain (Mtb-pLux) to measure intracellular bacterial growth 86
across cell lines, each stably expressing one of three distinct shRNAs per target gene 87
(Figure 1A). Among the DUBs screened, knockdown of 33 genes increased Mtb 88
replication, whereas knockdown of 6 genes decreased bacterial growth by at least 1.25-89
fold compared to a non-targeting control (NTC) (Figure 1A, 1B). Notably, Usp18 90
knockdown increased Mtb growth, consistent with prior reports and validating our 91
screening strategy (40). 92
We focused on USP15 based on its significant suppression of Mtb replication 93
and its known interactions with PARKIN and roles in autophagy regulation (51-53). We 94
first validated Usp15 knockdown (KD) in BV2 macrophages using two independent 95
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
shRNAs, which effectively reduced USP15 protein levels by immunoblotting 96
(Supplemental Figure 1A). We next quantified Mtb replication in BV2 Usp15 KD cell 97
lines using a traditional colony-forming unit (CFU) assay. Compared to control BV2 98
cells, BV2 Usp15 KD macrophages exhibited static Mtb growth and significantly 99
reduced CFU over a 3-day infection (Figure 1C). 100
To confirm this phenotype, we generated BV2 Usp15 knockout (KO) cells using 101
CRISPR/Cas9 and validated USP15 loss by sequencing and immunoblotting 102
(Supplemental Figure 1B). In agreement with the knockdown data, BV2 Usp15 KO 103
macrophages infected with Mtb Erdman (MOI 1) showed reduced CFU at two and three 104
days post-infection compared to wild-type BV2 macrophages (Figure 1D). Bacterial 105
burden remained static in BV2 Usp15 KO cells over time, while it increased steadily in 106
wild-type controls. These results demonstrate that Usp15 suppresses cell-autonomous 107
immunity to Mtb in BV2 macrophages. 108
Usp15 deletion in BV2 cells increases K63 ubiquitin co-localization with Mtb 109
Because USP15 has been reported to remove K63-linked ubiquitin (K63-Ub) and 110
counteract PARKIN activity (51), we next tested whether loss of Usp15 affected K63 111
ubiquitination of Mtb-associated structures. We use the term "Mtb-associated 112
structures" because it remains unclear whether ubiquitin directly attaches to bacteria or 113
the membranes surrounding the bacteria. We infected wild-type and BV2 Usp15 KO 114
cells with mCherry-expressing Mtb and performed immunofluorescence microscopy 115
using an anti-K63 ubiquitin antibody. Compared to wild-type cells, BV2 Usp15 KO cells 116
exhibited a significant increase in the colocalization of K63-Ub with Mtb (Figure 1E, 1F). 117
As a control, we examined K48-linked ubiquitin (K48-Ub), which has also been reported 118
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
to localize to Mtb-associated structures (25). In contrast to K63-Ub, K48-Ub 119
colocalization with mCherry Mtb was unchanged between wild-type and BV2 Usp15 KO 120
cells (Supplemental Figure 1C, 1D). These results suggest that USP15 specifically limits 121
the accumulation of K63-linked ubiquitin at Mtb-associated structures, consistent with its 122
role in countering PARKIN-mediated ubiquitination. 123
Usp15 deletion in BV2 cells increases LC3-I to LC3-II conversion and recruitment 124
of LC3 to Mtb-associated structures 125
Because K63-linked ubiquitination has been implicated in promoting recruitment 126
of autophagy machinery (25), we next tested whether loss of Usp15 altered LC3 127
dynamics during Mtb infection. One hallmark of autophagy activation is the conversion 128
of cytosolic LC3-I to the lipidated LC3-II form, which becomes membrane-associated 129
during autophagosome formation (54, 55). BV2 Usp15 KO cells infected with Mtb 130
exhibited increased LC3-II relative to LC3-I, as measured by immunoblotting (Figure 2A, 131
2B). We next examined whether this increase in LC3-II was accompanied by enhanced 132
recruitment of LC3 to Mtb-associated structures. Immunofluorescence microscopy 133
revealed greater colocalization of endogenous LC3 with mCherry Mtb in BV2 Usp15 KO 134
cells compared to wild-type controls (Figure 2C, 2D). 135
To determine whether this phenotype was dependent on canonical autophagy 136
initiation, we treated wild-type and BV2 Usp15 KO macrophages with PIK-III, an 137
inhibitor of the phosphoinositide 3-kinase complex component VPS34 essential for 138
autophagy initiation (Figure 2E) (56). As expected, inhibition of autophagy increased 139
Mtb replication in wild-type BV2 cells (Figure 2F). Importantly, PIK-III treatment also 140
reversed the reduced Mtb burden in BV2 Usp15 KO cells (Figure 2F), indicating that 141
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
autophagy is required for the enhanced bacterial control observed in the absence of 142
Usp15 in macrophages. 143
Usp15 deletion in mouse bone marrow-derived macrophages leads to decreased 144
bacterial replication and increased autophagy 145
To determine whether Usp15 deletion affects macrophage immunity in primary 146
cells, we examined bone marrow-derived macrophages (BMDMs) from wild-type and 147
Usp15 knockout mice (57, 58). Following infection with Mtb, BMDMs from Usp15 KO 148
mice exhibited significantly reduced bacterial burden compared to wild-type controls at 149
day 3 post-infection (Figure 3A). We next tested whether Usp15 deletion in BMDMs 150
enhanced autophagy activation. Immunofluorescence microscopy showed that 151
endogenous LC3 was more frequently colocalized with mCherry Mtb in Usp15 KO 152
BMDMs (Figure 3B, 3C), consistent with enhanced recruitment of autophagy machinery. 153
Together, these results confirm that the autophagy-dependent restriction of Mtb 154
observed in BV2 cells also occurs in primary mouse macrophages lacking Usp15. 155
The deubiquitinase activity of USP15 is necessary for its role in regulating Mtb 156
replication in BV2 macrophages 157
USP15 contains a conserved catalytic triad (Cys269, His862, Asp879) typical of 158
the USP family of deubiquitinases (59). To determine whether USP15 suppresses 159
macrophage immunity to Mtb through its enzymatic function, we generated BV2 Usp15 160
KO macrophages stably complemented with either wild-type (WT) USP15 or a 161
catalytically inactive mutant, C269A, which targets the catalytic cysteine within the USP 162
domain triad (59). Specifically, we complemented BV2 Usp15 KO cells with either an 163
empty vector, a vector containing a cDNA encoding full-length USP15 ( Usp15WT), or a 164
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
vector containing a cDNA encoding the catalytically inactive USP15 C269A allele, each 165
also containing an N-terminal 3X-FLAG tag (Figure 4A, 4B). Complementation with WT 166
USP15 fully restored intracellular Mtb replication to levels observed in parental BV2 167
cells, whereas expression of the USP15C269A mutant did not (Figure 4C). 168
We next examined whether USP15 enzymatic activity was required to suppress 169
K63-ubiquitination and LC3 recruitment to Mtb-associated structures. 170
Immunofluorescence microscopy showed that only WT USP15 reversed the increased 171
K63-ubiquitination and LC3 colocalization with mCherry Mtb observed in BV2 Usp15 KO 172
cells, while the USP15 C269A mutant failed to do so (Figure 4D-4G). These results 173
indicate that USP15 requires its catalytic activity to restrict autophagy and promote 174
intracellular Mtb growth in macrophages. 175
USP15 counters the activity of PARKIN on K63 ubiquitination and Mtb survival 176
Previous studies suggest that USP15 interacts with and counteracts PARKIN, an 177
E3 ubiquitin ligase that promotes K63-linked polyubiquitination of Mtb and enhances 178
autophagy-mediated clearance (Figure 5A) (25, 26, 51). We therefore tested whether 179
the effects of Usp15 deletion on Mtb ubiquitination and intracellular growth were 180
dependent on PARKIN. First, we performed shRNA-mediated knockdown of Park2 in 181
BV2 Usp15 KO cells and confirmed loss of PARKIN expression by immunoblotting 182
(Figure 5B). As expected, Park2 knockdown in wild type BV2 cells resulted in increased 183
bacterial burden over time compared to wild type BV2 cells expressing the non-targeting 184
control (Figure 5C). In addition, compared to non-targeting controls, Park2 knockdown 185
restored Mtb replication in BV2 Usp15 KO cells nearly to levels observed in wild-type 186
BV2 cells at 3 days after infection (Figure 5C). 187
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Next, we examined the impact of Park2 knockdown on K63-linked ubiquitination 188
and LC3 recruitment to Mtb associated structures. Immunofluorescence microscopy 189
showed that in BV2 Usp15 KO cells expressing a Park2 shRNA, the frequency of K63-190
ubiquitin-positive and LC3-positive Mtb-associated structures was significantly reduced 191
compared to BV2 Usp15 KO cells encoding a non-targeting control (Figure 5D-5G). 192
These findings demonstrate that USP15 restricts macrophage immunity to Mtb, at least 193
in part, by opposing PARKIN-mediated K63 ubiquitination and downstream engagement 194
of autophagy machinery components. 195
USP15 depletion in human monocyte-derived macrophages leads to decreased 196
Mtb replication 197
To further validate the role of USP15 in cell-autonomous immunity to Mtb, we 198
tested the impact of genetic depletion of USP15 on Mtb replication in primary human 199
monocyte-derived macrophages (hMDM). We isolated peripheral blood mononuclear 200
cells (PBMCs) from buffy coat preparations obtained from healthy blood donors, 201
knocked down USP15 through lentiviral transduction of USP15-specific shRNA, and 202
differentiated the cells into macrophages over seven days. We achieved approximately 203
40–50% knockdown of USP15 as determined by immunoblot (Figure 6A), which is 204
consistent with our prior results targeting SMURF1 (26). 205
Despite partial knockdown, hMDMs from multiple donors transduced with 206
USP15-specific shRNA exhibited reduced Mtb CFU compared to those transduced with 207
a non-targeting control shRNA (Figure 6B, 6C). To determine whether this phenotype 208
correlated with autophagy induction, we assessed LC3 colocalization with Mtb-209
associated structures by immunofluorescence. USP15 knockdown resulted in increased 210
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
LC3 recruitment relative to control cells (Figure 6D, 6E; Supplemental Figure 2). We 211
also attempted to assess K63-linked ubiquitination of Mtb-associated structures in 212
hMDMs using multiple antibodies but were unable to detect K63-Ub reliably by 213
immunofluorescence, preventing us from evaluating whether USP15 knockdown altered 214
ubiquitination dynamics in this setting. 215
Together, these data show that USP15 suppresses autophagy-mediated control 216
of Mtb in primary human macrophages, further supporting its role as a negative 217
regulator of macrophage cell-autonomous immunity in both murine and human systems. 218
Pharmacologic inhibition of USP15 leads to decreased bacterial replication 219
Based on the findings that USP15 suppresses antibacterial autophagy in both 220
mouse and human macrophages, we next tested whether pharmacologic inhibition of 221
USP15 could recapitulate these effects. We used a recently described small molecule 222
inhibitor, USP15-IN-1 (60), to assess whether pharmacologic inhibition of USP15 223
restricts Mtb replication in macrophages. First, we confirmed that USP15-IN-1 had no 224
direct effect on axenic Mtb growth (Supplemental Figure 3A). Next, to test specificity of 225
USP15-IN-1, we treated wild-type and BV2 Usp15 KO cells with increasing 226
concentrations of USP15-IN-1 and infected them with Mtb-pLux. In wild-type BV2 cells, 227
USP15-IN-1 reduced Mtb replication by approximately two-fold at the highest 228
concentration tested (60 µM) (Figure 7A). This reduction was not observed in BV2 229
Usp15 KO cells, indicating the effect was USP15-dependent. Cell viability was 230
unaffected by USP15-IN-1 at all tested concentrations (Supplemental Figure 3B, 3C). 231
We next tested the efficacy of USP15-IN-1 in hMDMs derived from four healthy 232
donors. USP15-IN-1 treatment resulted in a dose-dependent decrease in Mtb replication 233
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
in three of four donors (Figure 7B-F). Notably, Mtb replication was reduced by nearly 234
50% with as little as 3.75 µM USP15-IN-1 in responsive donors (Figure 7C-E), without 235
evidence of cytotoxicity as determined by LDH release assay (Supplemental Figure 3D, 236
3E). 237
To assess whether these effects were associated with autophagy induction, we 238
evaluated LC3 colocalization with Mtb. USP15-IN-1 increased LC3 recruitment in 239
hMDMs from two of the three donors (Figure 7G, 7H; Supplemental Figure 3F-I). No 240
increase in LC3 recruitment was observed in hMDMs from donor 9, which also failed to 241
respond to USP15-IN-1 with reduced bacterial replication (Figure 7F; Supplemental 242
Figure 3F, 3G). 243
Together, these data demonstrate that pharmacologic inhibition of USP15 with 244
USP15-IN-1 enhances autophagy-mediated restriction of Mtb in human macrophages, 245
supporting its potential as a host-directed therapeutic strategy for tuberculosis. 246
247
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Discussion
248
Host-directed therapies that harness or enhance innate immune pathways offer a 249
promising avenue to improve outcomes in tuberculosis (TB), particularly in the face of 250
rising drug resistance (61-63). In this study, we identify the deubiquitinase USP15 as a 251
conserved and targetable suppressor of autophagy-mediated immunity to Mtb in both 252
murine and human macrophages. Our findings reveal that USP15 removes PARKIN-253
dependent K63-linked ubiquitin from Mtb-associated structures, reducing LC3 254
recruitment and autophagic clearance. Genetic deletion or pharmacologic inhibition of 255
USP15 increases K63 ubiquitination, enhances LC3 colocalization, and restricts Mtb 256
replication in multiple macrophage systems. While USP15 has been linked to mitophagy 257
and mitochondrial quality control through interactions with PARKIN (38, 51), our study 258
newly defines its role in pathogen-directed autophagy, extending current understanding 259
of USP15’s role in host-pathogen interactions. 260
Beyond its role in xenophagy, USP15 may regulate additional immune signaling 261
pathways relevant to Mtb infection (64, 65). For instance, USP15, with the aid of COP9 262
signalosome (CSN), is a negative regulator of NF- κ B via deubiquitination of I κ Bα (66, 263
67). Furthermore, loss of USP15 has been suggested to impact lipid droplet 264
accumulation while decreasing HCV virus propagation (52). Lipid droplets are 265
considered an additional nutrient source that can influence the balance of Mtb between 266
dormancy and active growth (68, 69). In addition, USP15 stabilizes TRIM25 to enhance 267
production of IFN-β (70, 71), which itself is considered a key regulator of Mtb replication 268
(72). Thus, USP15 may act as a direct negative regulator of xenophagy and influence 269
additional signaling pathways during Mtb infection. 270
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
By comparing our screen to that of Chandra et al. (41), we validate USP15 as a 271
key negative regulator of macrophage immunity and highlight the broader relevance of 272
deubiquitinases in host-pathogen interactions. Notably, Chandra et al. showed that 273
knockdown of Usp15 in immortalized BMDMs results in increased ubiquitination of Mtb 274
and reduced bacterial burden (41). Additionally, like Chandra et al., we observed that 275
depletion of Cyld, a DUB that counters the activity of the linear ubiquitin assembly 276
complex (LUBAC) (73), resulted in decreased Mtb replication compared to a 277
nontargeting control or scramble. However, in contrast to the Chandra et al. study that 278
demonstrated a reduced CFU upon Usp8 depletion, we observed a modest but 279
reproducible increase in bacterial replication when Usp8 was knocked down in BV2 280
cells. The functional divergence regarding Usp8 between our studies underscores the 281
importance of cellular context (BV2 cells versus BMDM), screen design (luminescent 282
growth assay versus ubiquitination/CFU), and bacterial strain (Mtb Erdman versus 283
H37Rv) when interpreting DUB function. Nevertheless, both studies converge on the 284
therapeutic potential of modulating the host ubiquitin system to combat intracellular 285
pathogens. 286
Importantly, USP15-IN-1, a small molecule inhibitor, mimics the effects of USP15 287
deletion in both murine and human macrophages, with enhanced bacterial clearance 288
observed at non-cytotoxic concentrations. The specificity of this effect, absent in 289
USP15-deficient cells, highlights its therapeutic potential. Remarkably, hMDMs were 290
sensitive to much lower concentrations of USP15-IN-1 than murine BV2 cells, despite 291
95% sequence identity between human and mouse USP15. This observation suggests 292
that modest USP15 inhibition may be sufficient to enhance antimicrobial activity in 293
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
human macrophages, and that USP15-IN-1 or related compounds may warrant further 294
investigation as host-directed therapeutic agents in combination with antibiotics. 295
While we were unable to test USP15 function in vivo due to the perinatal lethality 296
of global Usp15 knockout mice, our results in primary cells strongly suggest physiologic 297
relevance. Future studies using conditional or inducible knockout models of USP15 (74) 298
or administration of USP15 inhibitors with established pharmacokinetics and 299
pharmacodynamics will be essential to determine whether these findings extend to host 300
defense in the context of whole-animal infection. 301
In conclusion, our data define USP15 as a key negative regulator of bacterial 302
xenophagy in both mouse and human macrophages and establish proof-of-concept that 303
pharmacologic inhibition of USP15 enhances control of Mtb in human macrophages. 304
These findings have implications for understanding the roles of deubiquitinases in 305
innate immunity against intracellular pathogens and support further development of 306
USP15-targeted strategies as a component of host-directed therapy for TB and 307
potentially other infections. 308
Materials and methods
309
Bacterial Strains 310
We used the Mtb Erdman strain for all Mtb experiments. The Mtb mCherry-expressing 311
strain was previously described (22). We received the pLux plasmid 312
(pMV306hsp+LuxG13, BEI plasmid #26161) as a gift from Brian Robertson and 313
Siouxsie Wiles and electroporated it into Mtb Erdman as described (75). We cultured all 314
strains in 7H9 medium supplemented with 0.5% glycerol, 0.05% Tween 80, and 10% 315
Middlebrook OADC (BD Biosciences), as previously described (22). For the USP15-IN-316
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
1 growth curve, we added 0 µM, 3.75 µM, 15 µM, or 60 µM of inhibitor to 7H9. We 317
diluted Mtb to an initial OD600 of 0.15 and then exposed to USP15-IN-1 for four days. 318
Cells and Cell Culture 319
Mouse cells: We cultured the BV2 murine microglial cell line in DMEM (Gibco, 11965-320
092) supplemented with 10% fetal bovine serum (FBS; Gibco, 16000-044) and 1% 321
HEPES (cytiva, SH30237.01). For the initial screen, because the efficacy of each 322
shRNA was unpredictable, we generated three unique stable BV2 cell lines per gene, 323
each expressing a distinct shRNA sequence (Supplemental Table 1). The same BV2 324
cell line transduced with a non-targeting shRNA served as the control. Cells were 325
infected with Mtb-pLux at an MOI of 3 to ensure strong luminescence signal. BV2 326
Usp15 KO cells were obtained from GEiC Washington University using the gRNA 327
sequence 'TCTTATAAGCAGTATATGACNGG'. BMDMs were extracted from mouse 328
femurs and tibias and differentiated in DMEM supplemented with 30% L929 cell-329
conditioned media, 20% FBS, and 1% HEPES (22). After seven days, differentiated 330
BMDMs were harvested for experiments. 331
Human cells: Buffy coats from anonymous donors were obtained from a local blood 332
bank. PBMCs were isolated using SepMate-50 tubes (Stemcell Technology, 85450) 333
following the manufacturer’s protocol. CD14-positive cells were selected using CD14 334
Microbeads (Miltenyi Biotec, 130-050-201). Adherent monocytes were differentiated in 335
RPMI supplemented with 1% HEPES, 1% sodium pyruvate, 10% heat-inactivated 336
human serum, 10% FBS, and 50 ng/mL GM-CSF (Peprotech, 300-03) for four days. On 337
day five, the media was changed to RPMI with 10% FBS. 338
Mice 339
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Usp15-/- mice on a C57BL/6J background were obtained from Dr. Yue Xiong with 340
permission from Taconic (TF2834). All experiments used Usp15 -/- mice and littermate 341
controls from heterozygous crosses. Mice were housed under specific pathogen-free 342
conditions. All studies were approved by the IACUC of UT Southwestern, an AAALAC-343
accredited institution. 344
Lentiviral Transduction for Knockdown in BV2 cells 345
shRNAs targeting mouse DUBs were obtained from Sigma MISSION (Supplemental 346
Table 1); a non-targeting sequence served as the control. Lentiviruses were generated 347
by transfecting HEK293T cells with lentiviral vectors and packaging plasmids (psPAX2 348
and pMD2.G). After three days, viral supernatant was collected and filtered through 0.45 349
µm filters. BV2 cells were exposed to lentiviral supernatant diluted in DMEM and 350
incubated at 37°C with 5% CO ₂ . After infection, the media was replaced with fresh 351
DMEM containing 4 µg/mL puromycin (Fisher Scientific, BP2956-100). Selection was 352
maintained for at least seven days, with media changes every other day. 353
Lentiviral Transduction for Knockdown in hMDM 354
CD14+ cells were differentiated as described above. On day three of differentiation, 355
lentivirus containing USP15-targeting shRNA or non-targeting control was added. Cells 356
were centrifuged for 1 hour at 800 × g. The next day, the media was changed to RPMI 357
with 2 µg/mL puromycin, 1% HEPES, 1% sodium pyruvate, and 10% FBS. Selection 358
was continued for three days. On the day of infection, media was replaced with RPMI 359
supplemented with 1% HEPES, 1% sodium pyruvate, and 10% FBS. 360
Macrophage Infections 361
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
BV2, BMDMs, and hMDMs were infected with Mtb as previously described (22). Briefly, 362
Mtb cultures were grown to OD600 0.4–0.6, washed three times, and sonicated for three 363
rounds of 7 seconds on and 7 seconds off (total 21 seconds). OD 600 was remeasured 364
and bacteria diluted to an MOI of 1 for all CFU and immunofluorescence experiments. 365
For Mtb-pLux experiments, an MOI of 3 was used to ensure sufficient luminescence. 366
BV2 cells were seeded at 10 /i4 cells per well in white 96-well plates (ThermoFisher 367
Scientific, 165306). Mtb was centrifuged onto cells for 10 minutes at 1500 rpm and 368
incubated for 30 minutes at 37°C with 5% CO ₂ . Plates were read at days 0, 1, 2, 3, and 369
4. For CFU, BMDMs and hMDMs were seeded at 10 /i4 cells/well in 48-well plates 370
(Corning, 3548). For immunofluorescence, 2 × 10 /i4 cells were seeded on sterile 371
coverslips in 24-well plates. PIK-III (MCE, HY-12794) was added to inhibit autophagy 372
immediately post-infection. USP15-IN-1 (MCE, HY-148046) was added at 0 µM (DMSO 373
control), 3.75 µM, 15 µM, or 60 µM. Cytotoxicity was measured using the CyQUANT 374
LDH assay (Fisher Scientific, C20300). 375
Immunofluorescence 376
Sixteen hours post-infection with mCherry Mt b, cells were was hed twice with PBS and 377
fixed with 4% paraformaldehyde in PBS for 4 hours (26). After fixation, we washed and 378
permeabilized the cells. For LC3, cells were permeabilized with 100% methanol for 5 379
minutes and blocked with 3% BSA for 30 minutes at room temperature. For K63 and 380
K48 staining, cells were permeabilized with 0.5% saponin for 30 minutes and blocked in 381
3% BSA with 0.5% saponin at room temperature. Primary antibodies were diluted and 382
incubated at room temperature for 1 hour: anti-LC3 (Sigma, L7543-200UL) at 1:250; 383
anti-K63 (EMD Millipore, 05-1306) and anti-K48 (EMD Millipore, 05-1307) at 1:1000. 384
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Secondary antibody (anti-mouse AlexaFluor 488, Invitrogen, A11008) was diluted 385
1:2000 and incubated for 1 hour at room temperature. Coverslips were mounted with 5 386
µL ProLong Diamond with DAPI and dried overnight. Images were acquired using a 387
Nikon W1 spinning disk confocal microscope and analyzed using Imaris 10 (Bitplane); 388
image panels were assembled using ImageJ. 389
Immunoblots 390
BMDMs, hMDMs, and BV2 cells were seeded at 10 /i4 cells/well in 6-well plates and 391
either infected at MOI 5 or left uninfected. After 24 hours, cells were washed three times 392
with PBS and lysed in RIPA buffer with protease inhibitors (Roche, 11836170001) for 5 393
minutes. Lysates were homogenized by pipetting and scraping, then filtered twice 394
through 0.22 µm filters. Protein concentration was determined using a BCA assay 395
(ThermoFisher, 23225). Lysates (20 µg) were separated on 8–20% SDS-PAGE gels 396
(Bio-Rad, 4561096) and transferred to PVDF membranes (Bio-Rad, 1620174) using 397
semi-dry transfer (Bio-Rad, 1704150). Membranes were blocked in 3% BSA in TBST for 398
1 hour at room temperature. Primary antibodies were used at the following dilutions in 399
3% BSA: anti-USP15 (Novus Biologicals, H00009958-M01) 1:500, anti-PARKIN (Cell 400
Signaling, 4211) 1:2000, anti-B-ACTIN (Santa Cruz, sc-47778) 1:10000, and anti-LC3B 401
(Novus Biologicals, NB100-2220) 1:250. After three washes, membranes were 402
incubated with HRP-conjugated secondary antibodies (Jackson ImmunoResearch, 115-403
035-003 or 111-035-003), washed again, and developed using Clarity ECL Substrate 404
(Bio-Rad, 1705060). Blots were imaged using a Bio-Rad ChemiDoc MP system. 405
Statistical Analysis 406
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Statistical analyses were performed using GraphPad Prism 9 (version 9.5.0). For CFU 407
and Mtb-pLux experiments involving multiple comparisons, ordinary two-way ANOVA 408
followed by Tukey’s multiple comparisons test was used. For comparisons between two 409
groups, Student’s t-test was used. For co-localization experiments involving more than 410
two groups, ordinary one-way ANOVA was used. All experiments were independently 411
repeated at least three times. 412
Authorship contribution statement 413
KCR: Conceptualization, Formal analysis, Investigation, Writing – original draft, Writing 414
– review and editing, PCC: Investigation, Formal Analysis, Writing – review and editing, 415
BRD: Investigation, Formal Analysis, Writing – review and editing, PKP: Investigation, 416
Formal Analysis, Writing – review and editing, MUS: Conceptualization, Formal 417
analysis, Funding acquisition, Project administration, Supervision, Writing – original 418
draft, Writing – review and editing. 419
Declaration of competing interests 420
All authors declare that they have no competing interests. 421
Acknowledgments 422
The authors would like to thank all members of the Shiloh lab for their support and 423
constructive feedback on the manuscript. We also thank members of the Animal 424
Resources Center at UT Southwestern for providing support with all animal welfare and 425
husbandry. We thank Dr. Yue Xiong, formerly of the University of North Carolina, for the 426
Usp15-/- mice. We would like to thank Dr. Kate Luby-Phelps and Dr. Marcel Mettlen of 427
the Quantitative Light Microscopy Core Facility at UT Southwestern for their assistance 428
with fluorescence microscopy. The spinning disk confocal microscope was funded 429
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
through the NIH 1S10OD028630 grant to Dr. Kate Luby-Phelps. This work was funded 430
by NIH T32HL098040 (K.C.R.) and 5U19AI142784 (M.U.S.) grants. Michael Shiloh 431
would also like to acknowledge support from the Disease Oriented Clinical Scholar 432
program at UT Southwestern. 433
Figure Legends 434
Figure 1. Loss of Usp15 inhibits Mtb replication and increases K63 ubiquitination 435
co-localization. A) Schematic for shRNA screen in the BV2 cell line infected with 436
luminescent Mtb. B) Heat map shows the average of relative luminescence units when 437
normalized to day 0 and then to the nontargeting control (NTC). C) Colony forming unit 438
(CFU) values of WT Erdman Mtb infected into non-targeting control shRNA (NTC) and 439
Usp15 KD shRNA BV2 cells were normalized for each day to the count on Day 0. D) 440
CFUs of WT or CRISPR Usp15 KO BV2 infected with WT Mtb. E) Images show Mtb 441
(gray or red) and K63 (gray or green) with DAPI (blue) in WT or Usp15 KO BV2 cells. 442
Scale bar is 5 µM. F) Quantification of K63 immunofluorescence co-localizing with 443
mCherry Mtb infected WT or Usp15 KO BV2 cells at 16h post-infection. For statistical 444
analysis of CFU, we used two-way ANOVA and Tukey’s multiple comparison test. For 445
statistical analysis of co-localization, we used Student’s t-test. * p<0.05, ** p<0.01, *** 446
p<0.001, **** p<0.0001. Data shown are representative of at least 3 independent 447
experimental replicates. 448
Figure 2. Usp15 deletion in BV2 cells increases LC3-II conversion and 449
colocalization of LC3 with Mtb-associated structures. A) Western blot of LC3-I and 450
LC3-II and ACTIN in WT and Usp15 KO BV2 cells infected with Mtb. B) Quantification of 451
LC3-II normalized to ACTIN. C) Representative immunofluorescence images of 452
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
mCherry Mtb (grey or red), LC3 (grey or green) in WT (upper panel) or Usp15 KO 453
(lower panel) BV2 cells. Scale bar is 5 µM. D) Quantification of LC3 co-localization with 454
mCherry Mtb in BV2 cells. E) Schematic of PIK-III inhibition of upstream autophagy 455
initiation via the PI3KC3 complex. F) CFU of WT Mtb in WT or Usp15 KO cells with or 456
without 5 µM of PIK-III normalized for each day to the count on Day 0. For statistical 457
analysis, we used two-way ANOVA and Tukey’s multiple comparison test.* p<0.05, ** 458
p<0.01, *** p<0.001, **** p<0.000.1. Data shown are representative of at least 3 459
independent experimental replicates. 460
Figure 3. Loss of Usp15 in BMDM results in reduced CFU and increased co-461
localization of LC3 with Mtb-associated structures. A) CFU of WT Mtb in WT or 462
Usp15-/- BMDMs normalized to the count at Day 0. B) Representative images of 463
mCherry (grey or red) and LC3 immunofluorescence (grey or green) in WT or Usp15-/- 464
BMDMs. Scale bar is 5 µM. C) Quantification of LC3 co-localization with mCherry Mtb in 465
BMDMs 16 at 16h post-infection. For statistical analysis of CFU, we used two-way 466
ANOVA and Tukey’s multiple comparison test. For statistical analysis of co-localization, 467
we used Student's t-test. * p<0.05, ** p<0.01, *** p<0.001, **** p<0.0001. Data shown 468
are representative of at least 3 independent experimental replicates. 469
Figure 4. The catalytic activity of USP15 is necessary for regulating Mtb 470
replication in BV2 cells. A) Schematic of Usp15 with the location of the catalytic dead 471
mutation noted in red. Domain abbreviations are as follows: DUSP (domain present in 472
USP) and UBL (ubiquitin-like domain). The catalytic domains (CD) are noted in blue. B) 473
Complementation of BV2 Usp15 KO cells with 3XFlag-Usp15WT (Usp15 KO::WT) or 474
3XFlag-Usp15C269A ( Usp15 KO::C269A). Western blot demonstrating 3XFlag-475
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Usp15WT or 3XFlag - Usp15C269A in BV2 cell lines. C) CFU of Mtb infection in BV2 WT 476
with empty vector (WT Empty), BV2 Usp15 KO with empty vector ( Usp15 KO Empty), 477
BV2 Usp15 KO complemented with 3XFlag- Usp15WT (Usp15 KO::WT) or BV2 Usp15 478
KO complemented with 3XFlag- Usp15C269A ( Usp15 KO:: C269A). CFU values were 479
normalized to Day 0. D) Representative image of mCherry (grey or red) and K63 480
immunofluorescence (grey or green) with DAPI (blue) in WT Empty, BV2 Usp15 KO 481
Empty, BV2 Usp15 KO::WT, or BV2 Usp15 KO::C269A. Scale bar is 5 µM. E) 482
Quantification of K63 co-localization with mCherry Mtb in WT Empty, BV2 Usp15 KO 483
Empty, BV2 Usp15 KO::WT, or BV2 Usp15 KO::C269A. F) Representative image of 484
mCherry (grey or red) and LC3 immunofluorescence (grey or green) with DAPI (blue) in 485
WT Empty, BV2 Usp15 KO Empty, BV2 Usp15 KO::WT, or BV2 Usp15 KO::C269A. 486
Scale bar is 5 µM. G) Quantification of LC3 co-localization with mCherry Mtb in WT 487
Empty, BV2 Usp15 KO Empty, BV2 Usp15 KO::WT, or BV2 Usp15 KO::C269A. For 488
statistical analysis of CFU, we used two-way ANOVA and Tukey’s multiple comparison 489
test. For statistical analysis of colocalization, we used one-way ANOVA and Tukey’s 490
multiple comparison test. * p<0.05, ** p<0.01, *** p<0.001, **** p<0.0001. Data shown 491
are representative of at least 3 independent experimental replicates. 492
Figure 5. USP15 counters the activity of PARKIN. A) Schematic of PARKIN’s activity 493
in the context of ubiquitination of Mtb. B) Western blot confirms knockdown (KD) of 494
PARKIN in WT or Usp15 KO compared to non-targeting controls (NTC). The 495
percentage of KD is shown below each KD. C) CFU of WT Mtb infected in WT with 496
NTC, Usp15 KO with NTC, WT with Parkin KD, and Usp15 KO with Parkin KD. CFU 497
values were normalized to the count at Day 0. D) Representative image of mCherry 498
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
(grey or red) and K63 immunofluorescence (grey or green) with DAPI (blue) in WT with 499
NTC, Usp15 KO with NTC, WT with Parkin KD, and Usp15 KO with Parkin KD. Scale 500
bar is 5 µM E) Quantification of K63 co-localization with mCherry Mtb in WT with NTC, 501
Usp15 KO with NTC, WT with Parkin KD, and Usp15 KO with Parkin KD. F) 502
Representative image of mCherry (grey or red) and LC3 immunofluorescence (grey or 503
green) with DAPI (blue) in WT with NTC, Usp15 KO with NTC, WT with Parkin KD, and 504
Usp15 KO with Parkin KD. Scale bar is 5 µM. G) Quantification of LC3 co-localization 505
with mCherry Mtb in WT with NTC, Usp15 KO with NTC, WT with Parkin KD, and 506
Usp15 KO with Parkin KD. For statistical analysis of CFU, we used two-way ANOVA 507
and Tukey’s multiple comparison test. For statistical analysis of colocalization, we used 508
one-way ANOVA and Tukey’s multiple comparison test. * p<0.05, ** p<0.01, *** 509
p<0.001, **** p<0.0001. Data shown are representative of at least 3 independent 510
experimental replicates. 511
Figure 6. USP15 depletion in hMDM leads to decreased Mtb burden and increased 512
LC3 co-localization. A) Representative western blot of knockdown of USP15 in human 513
monocyte-derived macrophages (hMDMs) from Donor 1 and Donor 2. B) 514
Representative time course from day 0 to day 3 of Mtb CFU in hMDMs from Donor 2. C) 515
Combined normalized CFU to day 0 from day 3 of Donor 1 (D1), Donor 2 (D2), Donor 3 516
(D3), and Donor 4 (D4). D) Representative image of mCherry Mtb (grey or red) and LC3 517
immunofluorescence (grey or green) in hMDMs from Donor 5 (D5) with NTC or USP15 518
KD. Scale bar is 5 µM. E) Quantification of LC3 co-localization in hMDMs from Donor 5 519
with NTC or USP15 KD. For statistical analysis of CFU, we used two-way ANOVA and 520
Tukey’s multiple comparison test. For statistical analysis of colocalization, we used 521
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Student’s t-test.* p<0.05, ** p<0.01, *** p<0.001, **** p<0.0001. Data shown are 522
representative of at least 3 independent experimental replicates. 523
Figure 7. Inhibition of USP15 by USP15-IN-1 leads to decreased Mtb burden in 524
BV2 cells and hMDM. A) A 4-point dose response of USP15-IN-1 in WT or Usp15 KO 525
BV2 cells infected with Mtb-pLux. B) Combined Relative Luminescence Units (RLU) of 526
Day 3 from Donor 6, Donor 7, Donor 8, and Donor 9. C-F) The 4-point dose response of 527
USP15- IN-1 in C) Donor 6, D) Donor 7, E) Donor 8, F) Donor 9. G) Representative 528
immunofluorescence image of mCherry Mtb (grey or red) and LC3 (grey or green) in 529
hMDMs from Donor 7 with 0 µM (DMSO control) or 60 µM of 15 IN 1 at 18 hours post-530
infection. Scale bar is 5 µM. H) Quantification of LC3 co-localization in hMDMs from 531
donor 7. For statistical analysis for Mtb-pLux experiments, we used two-way ANOVA 532
and Tukey’s multiple comparison test. For colocalization analysis, we used Student’s t-533
test. * p<0.05, ** p<0.01, *** p<0.001, **** p<0.0001. Data shown are representative of 534
at least 3 independent experimental replicates. 535
Supplemental Figure 1. Validation of USP15 loss and its effect on K48 ubiquitination. 536
A) Western blot of USP15 in BV2 NTC cells and in two of the three BV2 Usp15 537
knockdown (KD) cells. B) Western blot of USP15 in WT or Usp15 K O B V 2 c e l l s . C ) 538
Representative immunofluorescence images of K48-Ub with mCherry Mtb in WT BV2 539
cells. Scale bar is 5 µM. D) Quantification of K48 co-localization with mCherry-540
expressing Mtb in WT or Usp15 KO BV2 cells. Data shown are representative of at least 541
3 independent experimental replicates. 542
Supplemental Figure 2. USP15 depletion in hMDMs leads to increased LC3 co-543
localization with Mtb-associated structures in two donors. A,C) Representative 544
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
immunofluorescence images of mCherry Mtb (grey or red) and LC3 (grey or green) in 545
hMDMs from A) Donor 10 or C) Donor 11 with NTC or USP15 KD. Scale bar is 5 µM. 546
B,D) Quantification of LC3 co-localization in hMDMs from B) Donor 10 or D) Donor 11 547
with NTC or USP15 KD. For statistical analysis, we used Student’s t-test.** p<0.01. 548
Supplemental Figure 3. Impact of USP15-IN-1 on BV2 and hMDM viability and LC3 549
colocalization with Mtb-associated structures. A) Growth curve of Mtb Erdman in 7H9 550
with different concentrations of USP15-IN-1. B) 10X image of BV2 WT or BV2 Usp15 551
KO exposed to DMSO or 60 µM USP15-IN-1 at day 3 after Mtb infection. C,D) LDH 552
assay showing the 4-point dose response of C) BV2 WT and BV2 Usp15 KO cells or D) 553
hMDMs treated with USP15-IN-1 at day 3 after Mtb infection. E) 10X images from each 554
donor in the RLU experiments with 0 µM (DMSO) or 60 µM USP15-IN-1. F, H) 555
Representative immunofluorescence images of mCherry Mtb (grey or red) and LC3 556
(grey or green) in hMDMs from F) Donor 8 or H) Donor 12 treated with 0 µM (DMSO 557
control) or 60 µM USP15-IN-1 at 18 hours post-infection. Scale bar is 5 µM. G, I) 558
Quantification of LC3 co-localization in hMDMs from G) donor 8 or I) donor 12. For 559
statistical analysis, we used Student’s t-test. *** p<0.001. For non-human donor 560
experiments, data shown are representative of 3 independent experimental replicates. 561
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
References
562
1. World Health Organization. Rapid communication: TB antigen-based skin tests 563
for the diagnosis of TB infection. . https://www.who.int/publications/i/item/WHO-564
UCN-TB-2022.1. 565
2. Shiloh MU. Mechanisms of mycobacterial transmission: how does 566
Mycobacterium tuberculosis enter and escape from the human host. Future 567
Microbiol. 2016;11(12):1503-6. 568
3. Warner DF, Barczak AK, Gutierrez MG, and Mizrahi V. Mycobacterium 569
tuberculosis biology, pathogenicity and interaction with the host. Nat Rev 570
Microbiol. 2025. 571
4. Cohen SB, Gern BH, Delahaye JL, Adams KN, Plumlee CR, Winkler JK, et al. 572
Alveolar Macrophages Provide an Early Mycobacterium tuberculosis Niche and 573
Initiate Dissemination. Cell Host Microbe. 2018;24(3):439-46 e4. 574
5. Russell DG, Simwela NV, Mattila JT, Flynn J, Mwandumba HC, and Pisu D. How 575
macrophage heterogeneity affects tuberculosis disease and therapy. Nat Rev 576
Immunol. 2025;25(5):370-84. 577
6. Rahlwes KC, Dias BRS, Campos PC, Alvarez-Arguedas S, and Shiloh MU. 578
Pathogenicity and virulence of Mycobacterium tuberculosis. Virulence. 579
2023;14(1):2150449. 580
7. Conradie F, Diacon AH, Ngubane N, Howell P, Everitt D, Crook AM, et al. 581
Treatment of Highly Drug-Resistant Pulmonary Tuberculosis. N Engl J Med. 582
2020;382(10):893-902. 583
8. Berton S, Chen L, Liang YC, Xu Z, Afriyie-Asante A, Rajabalee N, et al. A 584
selective PPM1A inhibitor activates autophagy to restrict the survival of 585
Mycobacterium tuberculosis. Cell Chem Biol. 2022;29(7):1126-39 e12. 586
9. Boland R, Heemskerk MT, Forn-Cuni G, Korbee CJ, Walburg KV, Esselink JJ, et 587
al. Repurposing Tamoxifen as Potential Host-Directed Therapeutic for 588
Tuberculosis. mBio. 2023;14(1):e0302422. 589
10. Hawn TR, Matheson AI, Maley SN, and Vandal O. Host-directed therapeutics for 590
tuberculosis: can we harness the host? Microbiol Mol Biol Rev. 2013;77(4):608-591
27. 592
11. Heemskerk MT, Korbee CJ, Esselink JJ, Dos Santos CC, van Veen S, Gordijn 593
IF, et al. Repurposing diphenylbutylpiperidine-class antipsychotic drugs for host-594
directed therapy of Mycobacterium tuberculosis and Salmonella enterica 595
infections. Sci Rep. 2021;11(1):19634. 596
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
12. Wang J, Sha J, Strong E, Chopra AK, and Lee S. FDA-Approved Amoxapine 597
Effectively Promotes Macrophage Control of Mycobacteria by Inducing 598
Autophagy. Microbiol Spectr. 2022;10(5):e0250922. 599
13. Zhang S, Zhou X, Ou M, Fu X, Lin Q, Tao X, et al. Berbamine promotes 600
macrophage autophagy to clear Mycobacterium tuberculosis by regulating the 601
ROS/Ca(2+) axis. mBio. 2023;14(4):e0027223. 602
14. Strong EJ, and Lee S. Targeting Autophagy as a Strategy for Developing New 603
Vaccines and Host-Directed Therapeutics Against Mycobacteria. Front Microbiol. 604
2020;11:614313. 605
15. Virgin HW, and Levine B. Autophagy genes in immunity. Nature immunology. 606
2009;10(5):461-70. 607
16. Levine B, Mizushima N, and Virgin HW. Autophagy in immunity and 608
inflammation. Nature. 2011;469(7330):323-35. 609
17. Deretic V, and Levine B. Autophagy balances inflammation in innate immunity. 610
Autophagy. 2018:1-9. 611
18. Deretic V. Autophagy in inflammation, infection, and immunometabolism. 612
Immunity. 2021;54(3):437-53. 613
19. Deretic V. Autophagy in immunity and cell-autonomous defense against 614
intracellular microbes. Immunol Rev. 2011;240(1):92-104. 615
20. Gomes LC, and Dikic I. Autophagy in antimicrobial immunity. Mol Cell. 616
2014;54(2):224-33. 617
21. Kumar S, Chauhan S, Jain A, Ponpuak M, Choi SW, Mudd M, et al. Galectins 618
and TRIMs directly interact and orchestrate autophagic response to 619
endomembrane damage. Autophagy. 2017;13(6):1086-7. 620
22. Collins AC, Cai H, Li T, Franco LH, Li XD, Nair VR, et al. Cyclic GMP-AMP 621
Synthase Is an Innate Immune DNA Sensor for Mycobacterium tuberculosis. Cell 622
Host Microbe. 2015;17(6):820-8. 623
23. Watson RO, Bell SL, MacDuff DA, Kimmey JM, Diner EJ, Olivas J, et al. The 624
Cytosolic Sensor cGAS Detects Mycobacterium tuberculosis DNA to Induce 625
Type I Interferons and Activate Autophagy. Cell Host Microbe. 2015;17(6):811-9. 626
24. Gui X, Yang H, Li T, Tan X, Shi P, Li M, et al. Autophagy induction via STING 627
trafficking is a primordial function of the cGAS pathway. Nature. 628
2019;567(7747):262-6. 629
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
25. Manzanillo PS, Ayres JS, Watson RO, Collins AC, Souza G, Rae CS, et al. The 630
ubiquitin ligase parkin mediates resistance to intracellular pathogens. Nature. 631
2013;501(7468):512-6. 632
26. Franco LH, Nair VR, Scharn CR, Xavier RJ, Torrealba JR, Shiloh MU, et al. The 633
Ubiquitin Ligase Smurf1 Functions in Selective Autophagy of Mycobacterium 634
tuberculosis and Anti-tuberculous Host Defense. Cell Host Microbe. 635
2017;21(1):59-72. 636
27. Cemma M, Kim PK, and Brumell JH. The ubiquitin-binding adaptor proteins 637
p62/SQSTM1 and NDP52 are recruited independently to bacteria-associated 638
microdomains to target Salmonella to the autophagy pathway. Autophagy. 639
2011;7(3):341-5. 640
28. Ponpuak M, Davis AS, Roberts EA, Delgado MA, Dinkins C, Zhao Z, et al. 641
Delivery of cytosolic components by autophagic adaptor protein p62 endows 642
autophagosomes with unique antimicrobial properties. Immunity. 2010;32(3):329-643
41. 644
29. Shpilka T, and Elazar Z. Essential role for the mammalian ATG8 isoform LC3C in 645
xenophagy. Mol Cell. 2012;48(3):325-6. 646
30. Behar SM, and Baehrecke EH. Tuberculosis: Autophagy is not the answer. 647
Nature. 2015;528(7583):482-3. 648
31. Kinsella RL, Sur Chowdhury C, Smirnov A, Mreyoud Y, Kimmey JM, Esaulova E, 649
et al. ATG5 suppresses type I IFN-dependent neutrophil effector functions during 650
Mycobacterium tuberculosis infection in mice. Nat Microbiol. 2025;10(6):1323-39. 651
32. Golovkine GR, Roberts AW, Morrison HM, Rivera-Lugo R, McCall RM, Nilsson 652
H, et al. Autophagy restricts Mycobacterium tuberculosis during acute infection in 653
mice. Nat Microbiol. 2023;8(5):819-32. 654
33. Zhao D, Qiang L, Lei Z, Ge P, Lu Z, Wang Y, et al. TRIM27 elicits protective 655
immunity against tuberculosis by activating TFEB-mediated autophagy flux. 656
Autophagy. 2024;20(7):1483-504. 657
34. Yu Z, Liang YC, Berton S, Liu L, Zou J, Chen L, et al. Small Molecule Targeting 658
PPM1A Activates Autophagy for Mycobacterium tuberculosis Host-Directed 659
Therapy. J Med Chem. 2024;67(14):11917-36. 660
35. Silwal P, Paik S, Kim JK, Yoshimori T, and Jo EK. Regulatory Mechanisms of 661
Autophagy-Targeted Antimicrobial Therapeutics Against Mycobacterial Infection. 662
Front Cell Infect Microbiol. 2021;11:633360. 663
36. Aylan B, Bernard EM, Pellegrino E, Botella L, Fearns A, Athanasiadi N, et al. 664
ATG7 and ATG14 restrict cytosolic and phagosomal Mycobacterium tuberculosis 665
replication in human macrophages. Nat Microbiol. 2023;8(5):803-18. 666
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
37. Magraoui FE, Reidick C, Meyer HE, and Platta HW. Autophagy-Related 667
Deubiquitinating Enzymes Involved in Health and Disease. Cells. 2015;4(4):596-668
621. 669
38. Wang Y, Serricchio M, Jauregui M, Shanbhag R, Stoltz T, Di Paolo CT, et al. 670
Deubiquitinating enzymes regulate PARK2-mediated mitophagy. Autophagy. 671
2015;11(4):595-606. 672
39. Bingol B, Tea JS, Phu L, Reichelt M, Bakalarski CE, Song Q, et al. The 673
mitochondrial deubiquitinase USP30 opposes parkin-mediated mitophagy. 674
Nature. 2014;510(7505):370-5. 675
40. Dauphinee SM, Richer E, Eva MM, McIntosh F, Paquet M, Dangoor D, et al. 676
Contribution of increased ISG15, ISGylation and deregulated type I IFN signaling 677
in Usp18 mutant mice during the course of bacterial infections. Genes Immun. 678
2014;15(5):282-92. 679
41. Chandra P, and Philips JA. USP8 promotes intracellular infection by enhancing 680
ESCRT-mediated membrane repair, limiting xenophagy, and reducing oxidative 681
stress. Autophagy. 2025;21(2):298-314. 682
42. Blasi E, Barluzzi R, Bocchini V, Mazzolla R, and Bistoni F. Immortalization of 683
murine microglial cells by a v-raf/v-myc carrying retrovirus. J Neuroimmunol. 684
1990;27(2-3):229-37. 685
43. Baldridge MT, Lee S, Brown JJ, McAllister N, Urbanek K, Dermody TS, et al. 686
Expression of Ifnlr1 on Intestinal Epithelial Cells Is Critical to the Antiviral Effects 687
of Interferon Lambda against Norovirus and Reovirus. J Virol. 2017;91(7). 688
44. Urbanek K, Sutherland DM, Orchard RC, Wilen CB, Knowlton JJ, Aravamudhan 689
P, et al. Cytidine Monophosphate N-Acetylneuraminic Acid Synthetase and 690
Solute Carrier Family 35 Member A1 Are Required for Reovirus Binding and 691
Infection. J Virol. 2020;95(2). 692
45. McAllaster MR, Bhushan J, Balce DR, Orvedahl A, Park A, Hwang S, et al. 693
Autophagy gene-dependent intracellular immunity triggered by interferon-694
gamma. mBio. 2023;14(6):e0233223. 695
46. Lefrancois LH, Nitschke J, Wu H, Panis G, Prados J, Butler RE, et al. Temporal 696
genome-wide fitness analysis of Mycobacterium marinum during infection reveals 697
the genetic requirement for virulence and survival in amoebae and microglial 698
cells. mSystems. 2024;9(2):e0132623. 699
47. Li Y, Zhou D, Ren Y, Zhang Z, Guo X, Ma M, et al. Mir223 restrains autophagy 700
and promotes CNS inflammation by targeting ATG16L1. Autophagy. 701
2019;15(3):478-92. 702
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
48. Sheng G, Chu H, Duan H, Wang W, Tian N, Liu D, et al. LRRC25 Inhibits IFN-703
gamma Secretion by Microglia to Negatively Regulate Anti-Tuberculosis 704
Immunity in Mice. Microorganisms. 2023;11(10). 705
49. Trofimov V, Kicka S, Mucaria S, Hanna N, Ramon-Olayo F, Del Peral LV, et al. 706
Antimycobacterial drug discovery using Mycobacteria-infected amoebae 707
identifies anti-infectives and new molecular targets. Sci Rep. 2018;8(1):3939. 708
50. Yang CS, Lee HM, Lee JY, Kim JA, Lee SJ, Shin DM, et al. Reactive oxygen 709
species and p47phox activation are essential for the Mycobacterium 710
tuberculosis-induced pro-inflammatory response in murine microglia. J 711
Neuroinflammation. 2007;4:27. 712
51. Cornelissen T, Haddad D, Wauters F, Van Humbeeck C, Mandemakers W, 713
Koentjoro B, et al. The deubiquitinase USP15 antagonizes Parkin-mediated 714
mitochondrial ubiquitination and mitophagy. Hum Mol Genet. 2014;23(19):5227-715
42. 716
52. Kusakabe S, Suzuki T, Sugiyama Y, Haga S, Horike K, Tokunaga M, et al. 717
USP15 Participates in Hepatitis C Virus Propagation through Regulation of Viral 718
RNA Translation and Lipid Droplet Formation. J Virol. 2019;93(6). 719
53. Kim MJ, Min Y, Jeong SK, Son J, Kim JY, Lee JS, et al. USP15 negatively 720
regulates lung cancer progression through the TRAF6-BECN1 signaling axis for 721
autophagy induction. Cell Death Dis. 2022;13(4):348. 722
54. Deretic V, and Lazarou M. A guide to membrane atg8ylation and autophagy with 723
reflections on immunity. J Cell Biol. 2022;221(7). 724
55. Klionsky DJ, Abdel-Aziz AK, Abdelfatah S, Abdellatif M, Abdoli A, Abel S, et al. 725
Guidelines for the use and interpretation of assays for monitoring autophagy (4th 726
edition)(1). Autophagy. 2021;17(1):1-382. 727
56. Dowdle WE, Nyfeler B, Nagel J, Elling RA, Liu S, Triantafellow E, et al. Selective 728
VPS34 inhibitor blocks autophagy and uncovers a role for NCOA4 in ferritin 729
degradation and iron homeostasis in vivo. Nat Cell Biol. 2014;16(11):1069-79. 730
57. Baker RT, Wang XW, Woollatt E, White JA, and Sutherland GR. Identification, 731
functional characterization, and chromosomal localization of USP15, a novel 732
human ubiquitin-specific protease related to the UNP oncoprotein, and a 733
systematic nomenclature for human ubiquitin-specific proteases. Genomics. 734
1999;59(3):264-74. 735
58. Chen LL, Smith MD, Lv L, Nakagawa T, Li Z, Sun SC, et al. USP15 suppresses 736
tumor immunity via deubiquitylation and inactivation of TET2. Sci Adv. 737
2020;6(38). 738
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
59. Ward SJ, Gratton HE, Indrayudha P, Michavila C, Mukhopadhyay R, Maurer SK, 739
et al. The structure of the deubiquitinase USP15 reveals a misaligned catalytic 740
triad and an open ubiquitin-binding channel. J Biol Chem. 2018;293(45):17362-741
74. 742
60. Zhu R, Li M, Wang D, Liu C, Xie L, Yang Y, et al. USP15 regulates radiation-743
induced DNA damage and intestinal injury through K48-linked deubiquitination 744
and stabilisation of ATM. Mol Med. 2024;30(1):205. 745
61. Yang J, Zhang L, Qiao W, and Luo Y. Mycobacterium tuberculosis: Pathogenesis 746
and therapeutic targets. MedComm (2020). 2023;4(5):e353. 747
62. Ż ukowska L, Zygała-Pytlos D, Struś K, Zabost A, Koziń ska M, Augustynowicz-748
Kopeć E, et al. An overview of tuberculosis outbreaks reported in the years 2011-749
2020. BMC Infect Dis. 2023;23(1):253. 750
63. Paik S, Kim JK, Chung C, and Jo EK. Autophagy: A new strategy for host-751
directed therapy of tuberculosis. Virulence. 2019;10(1):448-59. 752
64. Georges A, Gros P, and Fodil N. USP15: a review of its implication in immune 753
and inflammatory processes and tumor progression. Genes Immun. 754
2021;22(1):12-23. 755
65. Li YC, Cai SW, Shu YB, Chen MW, and Shi Z. USP15 in Cancer and Other 756
Diseases: From Diverse Functionsto Therapeutic Targets. Biomedicines. 757
2022;10(2). 758
66. Hetfeld BK, Helfrich A, Kapelari B, Scheel H, Hofmann K, Guterman A, et al. The 759
zinc finger of the CSN-associated deubiquitinating enzyme USP15 is essential to 760
rescue the E3 ligase Rbx1. Curr Biol. 2005;15(13):1217-21. 761
67. Zhou P, Li W, Wong D, Xie J, and Av-Gay Y. Phosphorylation control of protein 762
tyrosine phosphatase A activity in Mycobacterium tuberculosis. FEBS Lett. 763
2015;589(3):326-31. 764
68. Daniel J, Maamar H, Deb C, Sirakova TD, and Kolattukudy PE. Mycobacterium 765
tuberculosis Uses Host Triacylglycerol to Accumulate Lipid Droplets and 766
Acquires a Dormancy-Like Phenotype in Lipid-Loaded Macrophages. PLOS 767
Pathogens. 2011;7(6):e1002093. 768
69. Peyron P, Vaubourgeix J, Poquet Y, Levillain F, Botanch C, Bardou F, et al. 769
Foamy Macrophages from Tuberculous Patients' Granulomas Constitute a 770
Nutrient-Rich Reservoir for M. tuberculosis Persistence. PLOS Pathogens. 771
2008;4(11):e1000204. 772
70. Pauli EK, Chan YK, Davis ME, Gableske S, Wang MK, Feister KF, et al. The 773
ubiquitin-specific protease USP15 promotes RIG-I-mediated antiviral signaling by 774
deubiquitylating TRIM25. Sci Signal. 2014;7(307):ra3. 775
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
71. Torre S, Polyak MJ, Langlais D, Fodil N, Kennedy JM, Radovanovic I, et al. 776
Erratum: USP15 regulates type I interferon response and is required for 777
pathogenesis of neuroinflammation. Nature immunology. 2016;17(12):1479. 778
72. Ji DX, Yamashiro LH, Chen KJ, Mukaida N, Kramnik I, Darwin KH, et al. Type I 779
interferon-driven susceptibility to Mycobacterium tuberculosis is mediated by IL-780
1Ra. Nat Microbiol. 2019;4(12):2128-35. 781
73. Elliott PR, Leske D, Hrdinka M, Bagola K, Fiil BK, McLaughlin SH, et al. SPATA2 782
Links CYLD to LUBAC, Activates CYLD, and Controls LUBAC Signaling. Mol 783
Cell. 2016;63(6):990-1005. 784
74. Haussler U, Neres J, Vandenplas C, Eykens C, Kadiu I, Schramm C, et al. 785
Downregulation of Ubiquitin-Specific Protease 15 (USP15) Does Not Provide 786
Therapeutic Benefit in Experimental Mesial Temporal Lobe Epilepsy. Mol 787
Neurobiol. 2024;61(4):2367-89. 788
75. Andreu N, Zelmer A, Fletcher T, Elkington PT, Ward TH, Ripoll J, et al. 789
Optimisation of bioluminescent reporters for use with mycobacteria. PLoS One. 790
2010;5(5):e10777. 791
792
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
.CC-BY-NC-ND 4.0 International licenseavailable under a
(which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made
The copyright holder for this preprintthis version posted August 7, 2025. ; https://doi.org/10.1101/2025.08.06.668987doi: bioRxiv preprint
Text is read by the "Ask this paper" AI Q&A widget below.
Extraction quality varies by source — PMC NXML preserves structure
cleanly, OA-HTML may include some navigation residue, and OA-PDF can
have broken hyphenation. The publisher copy
(via DOI)
is the canonical version.