Matrix Biology
○ Elsevier BV
Preprints posted in the last 30 days, ranked by how well they match Matrix Biology's content profile, based on 29 papers previously published here. The average preprint has a 0.03% match score for this journal, so anything above that is already an above-average fit.
Petruk, G.; Wallblom, K.; Lundgren, S.; Nilson, B.; Cardoso, J.; Stromdahl, A.-C.; Forsberg, F.; Luo, C.; Hartman, E.; Fisher, J.; Saleh, K.; Puthia, M.; Bruggemann, H.; Schmidtchen, A.
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The innate immune system controls bacterial growth and modulates inflammation during wound healing. TCP-25 is a synthetic thrombin-derived host-defense peptide that combines direct antibacterial activity with neutralization of microbial products and modulation of CD14-dependent inflammatory signaling. We investigated whether this dual mechanism translates to human wounds using longitudinal samples from 24 healthy volunteers enrolled in a randomized, double-blind, within-participant, placebo-controlled phase I dose-escalation study of topical TCP-25 gel in matched epidermal suction blister wounds. We assessed inflammatory cytokines, neutrophil-derived proteins, wound exudation, cultivable bacterial burden, spatial bacterial distribution, and microbiome composition. TCP-25 reduced multiple cytokines, myeloperoxidase, and heparin-binding protein, with the strongest effects observed during the peak inflammatory phase. These changes were accompanied by reduced wound exudation and significant reductions in cultivable bacterial burden. Despite this antibacterial effect, microbiome composition and diversity remained largely unchanged, and participant-specific microbial profiles were preserved. TCP-25 therefore coordinated bacterial control, modulation of the physiological inflammatory response, and reduced wound leakage without major disruption of the resident microbiota composition. These findings provide clinical support for translating nature's endogenous host-defense principles into new therapies for complex wounds.
Harn, H.;Yu, Z.;Huang, C.;Widelitz, R.;Wu, P.;Chuong, C.;Chow, R.
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Tissue patterning is integral to development and regeneration, yet the factors that initiate morphogenetic patterning remain to be explored. Here, using embryonic chicken skin as a model, we show that perturbation of calcium signaling induces de novo feather bud formation in regions that normally do not form feather buds. This is achieved through coordinated changes in calcium dynamics, endogenous bioelectric currents, transcriptional regulation of calcium and potassium channel genes, and morphogen signaling. Different combinations of channel perturbations altered the number, distribution, size, and shape of induced feather buds. Live calcium imaging and extracellular electrophysiological recordings revealed homeostatic regulation, in which initially depressed calcium activity is followed by elevated calcium activity. Inward bioelectric currents emerge as de novo feather buds appear. Potassium channel blockade suppressed calcium dynamics, abolished endogenous currents, and inhibited new bud formation. Canonical feather morphogenesis pathways including Shh and {beta}-catenin are induced in these new buds. Our findings support a model in which developmental bioelectricity contributes to regulating the threshold of feather bud formation. These results identify developmental bioelectricity as an unrecognized regulatory layer of tissue patterning that warrants further study. Bullet points- Calcium signaling perturbation induces de novo feather bud formation in apteric skin - Ion channel perturbations regulate the formation, distribution and shape of new buds across a continuum, depending on channel type(s) and perturbation strength. - Elevated calcium activity and inward bioelectric currents accompany feather bud induction - Developmental bioelectricity represents an unrecognized regulatory layer for morphogenesis
Nguyen, J.; Peidl, A.; Chitturi, P.; McClintock, S. D.; Knibbs, R.; Zestranjyan, K.; Abdi, B. A.; Denomy, C.; Bhandari, P.; Carter, D. E.; Petitjean, M.; Varga, J.; Khanna, D.; Stratton, R. J.; Aslam, M. N.; Varani, J.; Riser, B. L.; Leask, A.
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An autocrine pro-adhesive/pro-contractile signaling loop, through the mechanosensitive transcriptional cofactor YAP, promotes fibrosis. The CCN family of matricellular proteins modify adhesive signaling. Of these, CCN3 is antifibrotic. We show that BLR-200, a CCN3-derived peptide, has anti-fibrotic properties in the bleomycin-induced model of scleroderma skin fibrosis. In vitro, BLR-200 delayed, but did not abolish, fibroblast adhesion to collagen and nuclear YAP localization. In vivo, BLR-200 prevented/treated bleomycin-induced skin fibrosis, and reduced bleomycin-induced expression of profibrotic genes including alpha-smooth muscle actin, CCN1 and CCN2. Lineage tracing and scRNA-seq analyses revealed that the myofibroblasts in this model were quantitatively derived from collagen-lineage Pi16+/Col15+ve fibroblasts. BLR-200 prevented myofibroblast differentiation in this model and trajectory of fibroblasts toward a Sfrp2-positive subset, a cell type associated with poor clinical outcome. BLR-200 impairs YAP activation in vitro and appearance of translationally-relevant fibroblast subtypes in vivo and is a novel anti-fibrotic agent for SSc skin fibrosis.
Katsoulis-Dimitriou, K.; Umer, W.; El-Bizri, A.; Knop, L.; Schickschneit, T.; Hoffman, A.; Schmitter, L. M.; Baumgart, K.; Jantz-Naeem, N.; Dovhan, V.; Heidelbach, C.; Philipsen, L.; Mueller, A. J.; Kahlfuss, S.; Schueler, T.; Fricke, S.; Dudeck, J.; Dudeck, A.
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Receptor activator of NF{kappa}B ligand (RANKL) is important for bone metabolism, but also modulates immune processes. We showed that mast cells (MCs) are involved in RANKL regulation, but the importance of MC-derived RANKL in skin inflammation has not yet been investigated. In contact hypersensitivity (CHS), the absence of MC-derived RANKL led to reduced skin inflammation due to impaired leukocyte infiltration and blood lymphopenia. Surprisingly, we observed a massive hyperplasia of the distant inguinal lymph nodes in the absence of MC-RANKL. Using adoptive transfers, flow cytometry and whole-mount 3D imaging, we demonstrated that this was not caused by structural maladaptation, but rather by the inability of lymphocytes to exit in a timely manner. Importantly, RANKL deletion in skin MCs only replicated the effect of LN hyperplasia and blood lymphopenia. Moreover, MCs were involved in serum sphingosine-1-phosphate (S1P) regulation during sensitization and challenge. Intravascular administration of S1P restored timely lymphocyte egress, demonstrating a MC-induced organ-spanning RANKL-S1P axis. Consequently, peripheral skin MC-derived RANKL is essential for the timely lymphocyte egress from distant LNs, which may have important implications for the targeted treatment of inflammatory skin diseases.
Moore, J.;Takeuchi, H.;Nguyen, C.;Huang, C.;Chapla, D.;Basu, A.;Wang, Z.;Liu, J.;Moremen, K.;Weiss, R.
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Heparan sulfate proteoglycans (HSPGs) are essential cell surface and extracellular matrix glycoconjugates that mediate diverse biological processes through interactions between their heparan sulfate (HS) chains and extracellular ligands. While HS sulfation patterning is known to dictate ligand specificity, how cells control HS assembly to regulate these interactions remains incompletely understood. To systematically identify genetic modifiers of HS-protein interactions, we performed genome-wide CRISPR activation (CRISPRa) screens in HEK293T cells using binding of antithrombin (AT), which selectively recognizes 3-O-sulfated HS motifs, or the N-sulfation-specific antibody 10E4 as functional readouts. Strikingly, the screens revealed proteoglycan core proteins as key modulators of HS function. In particular, syndecan-1 (SDC1) emerged as a preferential enhancer of AT binding compared to other syndecan family members. Targeted upregulation of syndecan family members increased total HS levels, but only SDC1 enhanced AT binding. Structural and enzymatic analyses demonstrated that SDC1-associated HS chains contain elevated 6-O-sulfation and serve as superior substrates for 3-O-sulfotransferases relative to SDC2-associated HS chains. Additionally, SDC1 exhibited slower cell surface recovery, which was blocked by cycloheximide treatment, consistent with extended trafficking and biosynthetic processing. Overall, these findings indicate that proteoglycan core protein identity influences HS sulfation patterning and ligand-binding specificity and trafficking kinetics may contribute to core protein-dependent regulation of HS modification.
Choi, D.; Bakhtiari, M.; Amin, A.; Mann, J.; Bhasin, S.; Bhasin, M.
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Chronic wounds, such as diabetic foot ulcers, fail to progress through the normal healing process and impose a significant burden on healthcare systems. While previous single-cell studies have characterized specific wound conditions, a unified understanding of the shared and distinct cellular landscapes across diverse wound microenvironments has been lacking. Therefore, we integrated over 500,541 cells from patients and mice across multiple wound conditions, including acute wound, diabetic foot ulcer, and venous ulcer as well as their healing outcome. Fibroblast-focused analysis identified a bifurcation in differentiation trajectories and identified STAT3 as a potential regulator of a reparative program in chronic wound. Furthermore, we discovered immune dysfunctions in non-healed chronic wounds, contrasting the quiescent memory-like T cells and TIMP1+ macrophages in healed chronic wounds with the exhausted T cells and foamy SPP1+ macrophage enriched in non-healed chronic wounds. Finally, we translated these results into a clinically applicable three-gene signature (CHI3L1, TIMP1, and SPP1) that accurately predicts chronic wound healing. To support wound biology community, we developed WoundSCAtlas, an interactive web resource for exploring diverse wound pathologies. In conclusion, this work provides a comprehensive and cross-species landscape of chronic wound healing, identifying conversed wound outcome-associated molecular programs, predictive biomarker, and interactive data resource.
Wolfe, D.; Saha, J.; Mitchell, J.; McCalpin, S.; Gutknecht, M.; Brooks, C. L.; Rothstein, T.; Ramamoorthy, A.
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Insulin can misfold and assemble into amyloid fibrils, a process linked not only to complications of insulin therapy but also to proteotoxic stress in pancreatic {beta}-cells. Despite growing interest in the pathological consequences of insulin aggregation, prevention efforts are limited by an incomplete understanding of the endogenous mechanisms that counteract it. Here, we identify Fas apoptosis inhibitory molecule (FAIM) as an endogenous suppressor of insulin amyloid formation. FAIM reduces {beta}-sheet formation and redirects insulin toward disordered, growth-incompetent assemblies. Further, FAIM attenuates the cytotoxicity of insulin aggregates in vitro. We hypothesize that this effect arises from masking aggregation-prone regions of insulin and show through structural modeling that FAIM interacts with both insulin chains. These findings extend the anti-aggregation function of FAIM to insulin and suggest a mechanism for endogenous suppression of insulin amyloid formation. More broadly, our results provide insight into the regulation of insulin assembly and highlight FAIM as a candidate modulator of proteostasis in metabolic disease. Statement for a broader audienceInsulin can clump together into harmful aggregates, contributing to complications of insulin therapy and potentially damaging the insulin-producing cells of the pancreas. This study identifies the naturally occurring protein FAIM as a protective factor that inhibits the formation of these harmful aggregates and reduces their toxicity. These findings improve our understanding of how cells protect insulin from harmful aggregation and may open new avenues for developing therapies to combat diabetes-related protein aggregation.
Meneses, L. K.; Kim, H. J.; Szot, G. L.; Sneddon, J. B.; Gartner, Z. J.
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The unique peri-islet and double-layered vascular basement membrane (BM) of the human pancreatic islet are critical regulators of beta cell survival and function. While animal models imply that endothelial cells (ECs) are the exclusive source of islet BM, the precise cellular origins and spatial organization of the human islet matrisome remain poorly defined due to overlap in genes that mark non-epithelial cell populations and loss of spatial context during single-cell dissociation. In this study, we combine computational integration of whole-pancreas single-cell transcriptomes using CONCORD with high-resolution MERFISH spatial genomics to map the extracellular matrix (ECM) landscape across 251,477 spatially resolved cells from seven non-diabetic and five type 2 diabetic human donors. Contrary to an endothelial-centric paradigm, our data support a cooperative division of labor in the provision of BM, where pericytes represent the dominant transcriptional source of structural BM collagens (COL4A1, COL4A2) and ECs selectively express complementary matrix factors (HSPG2, LAMA5). Spatial neighborhood analysis further resolves a specialized population of islet-associated fibroblasts enriched at the islet boundary that are characterized by expression of peri-islet laminin genes. In type 2 diabetes, this homeostatic perivascular niche changes composition, marked by a significant increase in the islet fibroblast-to-pericyte ratio. Concurrently, islet pericytes undergo pro-fibrotic reprogramming characterized by the loss of canonical identity markers (PDGFRB), altered expression of ECM genes including COL1A2 and COL18A1, and upregulation of contractile machinery (MYL9). In the non-diabetic pancreas, pericytes constitute the principal vascular BM-expressing population within islets, whereas type 2 diabetes is associated with coordinated, compartment-specific remodeling of vascular-supportive stromal populations. Research in ContextO_ST_ABSWhat is already known about this subject?C_ST_ABSO_LIExtracellular matrix (ECM), and in particular basement membrane (BM), are essential structural and signaling components of the pancreatic islet microenvironment that contribute to beta cell function and survival. C_LIO_LIIslet capillaries are closely associated with endocrine cells and are surrounded by specialized BMs; however, the cellular sources of these BM components in the adult human pancreas remain incompletely defined. C_LIO_LIType 2 diabetes is associated with islet fibrosis and vascular dysfunction, but cell type-specific alterations in ECM-producing populations have not been comprehensively characterized in situ. C_LI What is the key question?O_LIWhich cell populations produce the components of ECM, including BM, within the adult human islet, and how are these populations altered in type 2 diabetes? C_LI What are the new findings?O_LISpatial transcriptomics identifies pericytes as the predominant vascular-associated source of ECM, including BM, gene expression in human islets, whereas endothelial cells exhibit complementary but more limited matrix-producing programs. C_LIO_LISpatial transcriptomics identifies an islet-associated fibroblast population enriched for fibrillar collagen and BM-associated genes that localizes preferentially to the islet surface niche. C_LIO_LIType 2 diabetes is associated with remodeling of perivascular ECM programs, including reduced expression of vascular basement membrane genes, a shift from a pericyte to smooth muscle-like identity, and increased expression of matrix-remodeling and fibrosis-associated genes. C_LI How might this impact clinical practice in the foreseeable future?O_LIDefining the cellular sources and disease-associated remodeling of the human islet ECM may inform the development of therapies aimed at preserving or restoring the islet microenvironment in type 2 diabetes. C_LIO_LIIncluding key subtypes of islet-associated ECM-producing cells may be important in improving current protocols to generate replacement islets from human pluripotent stem cells for cell replacement therapy for diabetes. C_LI
Genito, C. J.; Ariel, P.; Heise, M. T.; Thurlow, L. R.
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Individuals with diabetes are at increased risk for severe outcomes from vaccine-preventable infections and often mount weaker immune responses to vaccination. The factors underlying this impaired immunity remain unclear, and defining them is critical to improve vaccine strategies for this vulnerable population. Here, we focused on insulin deficiency as a contributing factor. Following immunization with an alum-adjuvanted protein subunit vaccine, insulin-deficient mice exhibited reduced antigen-specific IgG antibody responses, decreased lymphocyte numbers, and lower germinal center B-cell counts within the vaccine-draining lymph node. Three-dimensional whole-organ light sheet microscopy combined with virtual reality-assisted analysis revealed significantly smaller germinal center volumes in insulin-deficient mice than controls. These findings indicate that insulin deficiency can significantly constrain germinal center responses and impair antibody production from vaccination. Our results provide foundational evidence that diabetes-associated metabolic changes can significantly and negatively influence the quality of vaccine-induced immunity and highlight insulin deficiency as a potential physiological factor.
Geng, X.;Mahamud, M.;Rosikiewicz, W.;Ent, M.;Zawieja, S.;Chen, H.;Cleuren, A.;Li, C.;Davis, M.;Srinivasan, R.
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The two-hit hypothesis provides a novel framework for incompletely penetrant vascular disorders. Emberger syndrome, caused by heterozygous loss-of-function mutations in mechanosensitive transcription factor (TF) GATA2, is associated with lymphedema in a subset of patients, suggesting that modifiers influence disease development. Heterozygous loss-of-function mutations in mechanosensitive TF FOXC2 also cause lymphedema. Complete deletion of either factor in lymphatic endothelial cells (LECs) causes severe, overlapping defects, including complete loss of lymphatic valves, whereas single heterozygous mutants exhibit milder phenotypes, suggesting genetic buffering. However, whether GATA2 and FOXC2 interact with each other and with shear stress-dependent transcriptional programs remains unclear. Here, we show that Gata2+/-;Foxc2+/- mice develop profound lymphatic vascular defects, including absent lymphatic valves, perinatal lethality, and valve dysfunction, revealing dosage-dependent cooperation between GATA2 and FOXC2. Using a Cre-dependent model of LEC-specific GATA2 overexpression, we found that increased GATA2 dosage downregulated PROX1 and disrupted lymphatic vascular development. ATAC-seq and bulk RNA-seq of shear-exposed human LECs showed that PROX1 governs shear-responsive genes, including KLF2 and KLF4, whereas FOXC2 modulates PROX1-dependent and independent gene subsets. Together, these findings identify PROX1 as a central integrator of shear stress-responsive transcriptional programs and reveal that balanced GATA2 and FOXC2 dosage preserves this network during lymphatic vascular development.
Flatt, C. L.; Nano, S. L.; Goyal, R.; Waltz, S. E.; Niebur, G. L.; Littlepage, L. E.
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Osteoblastic bone metastasis, in which disseminated tumor cells drive net bone formation, is a clinically distinct and mechanistically underexplored form of skeletal disease that is enriched in hormone receptor-positive breast cancers. Preclinical models of bone metastasis from breast cancer predominantly rely on immunodeficient hosts inoculated with osteolytic human breast cancer cell lines, limiting the study of immune-dependent mechanisms of bone remodeling. Here we describe the development and characterization of an immunocompetent, syngeneic osteoblastic bone metastasis model using intratibial injection of PyMT-CK(OB), a luciferase-expressing derivative of the MMTV-PyMT mammary carcinoma cell line, in FVB/N mice. PyMT-CK(OB) cells produced detectable bioluminescent signal after intratibial injection, enabling longitudinal monitoring of tumor progression. Micro-computed tomography (microCT) revealed significant increases in trabecular bone volume fraction and trabecular number at three and four weeks post-injection, consistent with osteoblastic remodeling. Histological analysis confirmed dense bone lesion formation in tumor-bearing bones. Critically, this osteoblastic phenotype was entirely absent in immunodeficient NOD SCID hosts, despite robust tumor growth, supporting a role for immune competence in tumor-induced bone formation. Loss of bioluminescent signal in immunocompetent mice reflected either immune pressure on reporter gene expression or limited space for cancer cell expansion in the bone, rather than tumor regression or hypoxia, as confirmed by hypoxia imaging and histological endpoint analysis. In contrast, a second PyMT cell subline, PyMT-CF, maintained sustained bioluminescent signal and produced predominantly osteolytic lesions, providing a complementary syngeneic model of osteolytic disease from the same parental background. In vitro hydrogel coculture experiments and protein array analysis of conditioned media revealed that the PyMT sublines have differing impact on MC3T3 osteoblast mineralization, identifying candidate mediators of divergent bone remodeling phenotypes. R7 mammary carcinoma cells derived from MMTV-RON transgenic mouse mammary tumors did not induce measurable bone remodeling under equivalent experimental conditions. Together, these models provide a validated, immunologically intact framework for studying the mechanistic basis of osteoblastic bone metastasis and evaluating therapeutic interventions targeting the tumor-bone microenvironment.
Pathak, S.; Ahmed, R.; Nagy, N.; Lee, S.; Bader, C.; Regmi, S.; Iliopoulou, B.; Chen, P.; Gupta, B.; Villar-Prados, A.; Kim, Y. B.; Hussein, N.; Soohoo, E.; Twoy, A.; Thakor, A.; Jensen, K.; Utz, P.; Davis, M. M.; Annes, J.; Meyer, E.
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Type 1 diabetes (T1D) is caused by T cell-mediated autoimmune destruction of insulin-producing islet beta-cells. Treatment with T-cell depleting therapies delays the progression of stage 2 and 3 T1D, but these agents exert broad immunosuppressive effects on T cell populations, including T regulatory cells (Tregs), which are key in promoting immune tolerance. We evaluated non-obese diabetic (NOD) mice and recently diagnosed T1D patients and identified CD38 as a marker for pathogenic T cell populations. Using adoptive T-cell transfer in Recombination Activating Gene 1 knockout NOD mice and in a humanized mouse model of autoimmune diabetes, we demonstrated that CD38-expressing autoreactive T cells drive diabetes pathogenesis. Furthermore, we found that selective depletion of CD38+ cells, using an anti-CD38 monoclonal antibody (mAb), prevents insulitis and diabetes onset without depleting CD4+CD25+ Tregs. Administration of anti-CD38 mAb did not adversely affect islet function and may selectively eliminate immunogenic senescent islet beta-cells. These results support the strategy of selectively depleting diabetogenic T cells using an anti-CD38 mAb to treat T1D and restore immune tolerance. Therefore, transient depletion of autoreactive T cells using anti-CD38 mAb may provide a novel strategy to prevent or abrogate autoimmunity in T1D.
Mangold, A.; Vleugels, R. A.; Paik, J. J.; Shahriari, N.; Castillo, R. L.; Gehlhausen, J.; Jiang, R.; Sluzevich, J. C.; Haemel, A. K.; Fox, J. C.; Bogle, R.; Roberts, B. T.; Penner, S.; Li, X.; Ramirez, Z.; Tsoi, A.; Shaw, K.; Cascino, M.; Johnson, B. M.; Kahlenberg, J. M.; Christopher-Stine, L.; Fernandez, A. P.; Fiorentino, D. F.; Werth, V. P.; Gudjonsson, J. E.
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Dermatomyositis is driven by overactivation of type I and II interferons and other proinflammatory cytokines that signal via the JAK-STAT pathway. We conducted a 12-week, open-label study of brepocitinib, an oral TYK2/JAK1 inhibitor, in five adults with severe cutaneous dermatomyositis. Treatment was associated with rapid, clinically meaningful improvement in cutaneous disease activity. Single-cell and spatial transcriptomic profiling of lesional skin showed marked suppression of interferon-responsive pathways and inflammatory cell states by week 4. Together with findings from a Phase 3 randomized trial in DM patients with skin and muscle involvement (VALOR, NCT05437263), these data support TYK2/JAK1 inhibition as a promising therapeutic strategy for DM.
Maity, S. K.; Bhar, A.; Sen, A.; Das, T.; Sasmal, A.; Mitra, S.; Chowdhury, A.; Chakrabarti, P.
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Complement factor D, also known as adipsin, is produced by adipose tissue, and the liver that links metabolic regulation with innate immunity. Despite its established systemic functions, the regulation of hepatic adipsin expression and its contribution to metabolic disease remain poorly defined. Here, we show that hepatic adipsin protein abundance is markedly increased in individuals with type 2 diabetes (T2D), and positively correlates with glycated hemoglobin, despite unchanged mRNA expression. Concordantly, hepatic adipsin protein levels were elevated in multiple murine models of hyperglycemia, including type 1 diabetes (T1D), T2D, and following fasting-refeeding transitions. In cultured hepatocytes, glucose exposure induced a rapid, dose-dependent increase in adipsin protein without altering transcript abundance, demonstrating post-transcriptional regulation. Mechanistically, glucose stimulates adipsin translation via dephosphorylation of eukaryotic initiation factor 2 (eIF2), and activation of the mammalian target of rapamycin, mediated by the 5' untranslated region of adipsin mRNA. Functionally, hepatocyte-specific depletion of adipsin impaired postprandial glucose tolerance, with reduced glucose uptake and a marked downregulation of glucose transporter type 2 (GLUT2). Taken together, these findings identify hepatic adipsin as a glucose-responsive translational target that couples nutrient availability to metabolic adaptation, revealing a new layer of regulation with potential relevance to diabetes pathogenesis. HighlightsO_LIHepatic adipsin protein increases in type 2 diabetes and correlates with glycemic status independent of mRNA expression. C_LIO_LIGlucose induces adipsin translation through eIF2 dephosphorylation and mTOR activation. C_LIO_LImTOR controls adipsin synthesis via structured 5'UTR of adipsin mRNA. C_LIO_LILiver-specific adipsin depletion impairs post-prandial glucose tolerance by downregulating GLUT2. C_LIO_LIHepatic adipsin acts as a glucose-responsive effector of glycemic control. C_LI
Daher, A.; Eftimie, R.; Afzal, F.
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Keloids are fibroproliferative skin disorders arising following dermal injury that extend beyond the original wound margins. Their pathogenesis remains poorly understood, and current treatments are associated with high recurrence rates. Identifying transcriptomic biomarkers that distinguish keloids from other skin and scar phenotypes may provide insight into disease mechanisms and facilitate the development of targeted therapeutic approaches. However, previous transcriptomic studies have often been limited by small sample sizes, pairwise comparisons between tissue classes, heterogeneous data-integration strategies, and a reliance on conventional differential gene expression (DGE) analysis. Here, we employed a multi-stage machine learning (ML) workflow for robust keloid biomarker discovery using transcriptomic datasets derived from both bulk RNA sequencing and single-cell RNA sequencing (scRNA-seq). We assembled and harmonized, to the best of our knowledge, the largest curated cross-study keloid transcriptomic cohort currently available, comprising 81 samples from 13 independent studies spanning four clinically relevant tissue classes: normal skin, normotrophic scar, hypertrophic scar, and keloid scar. Through study-aware cross-validation, feature selection, partition-stability analysis, and bootstrap validation across multiple ML classifiers, we identified a panel of eight highly consistent biomarkers capable of distinguishing keloid from non-keloid samples. These biomarkers were associated with dysregulation of extracellular matrix homeostasis, fibrosis-resolution pathways, vascular remodelling, and metabolic reprogramming. Comparison with conventional DGE analysis demonstrated substantial agreement while also highlighting important differences between the two approaches. In particular, FASN was consistently identified by the ML workflow as an upregulated discriminatory biomarker despite exhibiting weak, non-significant differential expression in the DGE analysis. Cell-type-specific analysis further supported this finding, revealing significant FASN upregulation in fibroblast and vascular endothelial populations. These results demonstrate that ML and DGE capture complementary aspects of transcriptomic variation. This study provides a robust strategy for cross-study transcriptomic biomarker discovery and identifies candidate genes and pathways for future mechanistic and therapeutic investigation in keloids. 1 Author SummaryKeloids are abnormal scars that continue to grow beyond the original wound and can be difficult to treat because they frequently recur after therapy. Although many studies have investigated the biology of keloids, the molecular mechanisms that distinguish them from other scar types remain incompletely understood. Identifying biomarkers involved in keloid formation may help inform improved treatment strategies. Previous transcriptomic studies have often been limited by small sample sizes and inconsistent analytical approaches. In this study, we combined gene-expression data from multiple independent studies to create, to the best of our knowledge, the largest cross-study transcriptomic collection available for keloid analysis. We then applied several machine learning approaches to identify genes that consistently distinguished keloids from other skin and scar phenotypes. The identified biomarkers were associated with extracellular matrix remodeling, fibrosis, vascular function, and cellular metabolism. One gene involved in fatty-acid synthesis, FASN, was repeatedly identified by the machine learning analyses despite being overlooked by conventional gene-expression methods. Additional single-cell analyses confirmed elevated FASN expression in specific cell populations within keloid tissue. More broadly, this work provides a strategy for discovering robust biomarkers from heterogeneous biological datasets and identifies molecular targets for future studies of keloid disease.
Song, G.; Ma, Z.; Fan, M.; He, L.; Lan, Y.; Li, W.; Jiang, Z.; Jiang, Q.; Noone, D. P.; Nans, A.; Nahas, K. L.; Barkestani, M. N.; Wang, S.; Wang, Q.; Ren, P.; Cheng, J.; Zang, Y.; Zhou, H.; Johnson, J.; Mullan, C.; Gong, X.; Bubeck, D.; Moeckel, G.; Mak, M.; Tellides, G.; Jane-wit, D.
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Immune effects of membrane attack complexes (MAC) have been widely attributed to their abilities to cause cell death. Here, we show that the MAC component, C9, forms non-cytolytic aggregates with pro-inflammatory effects. Intracellular aggregates of C9 are detected within inflamed tissues of patients in association with endothelial cell (EC) activation but not increased cell death. We identify NUMBL as a Rab35 effector that directly binds surface-bound C9 to promote C9 internalization and entry into the endolysosomal pathway. Within acidified endolysosomes, C9 forms insoluble aggregates that are targeted for degradative aggrephagy in a process that activates NF-{kappa}B. For C9 aggrephagy to occur, ZFYVE21, a Rab5 effector, complexes with RNF34 to bridge C9 aggregates to LC3B+ aggresome membranes. We detect C9 aggregates in vivo, and we show that a ZFYVE21-RNF34 signaling axis is required for C9 aggrephagy and NF-{kappa}B -dependent EC activation in three separate mouse models. Mice with conditional loss of ZFYVE21 in ECs show reduced aggregraphy, resulting in attenuated systemic inflammation and reduced tissue injury following skin transplantation. Our data show that the C9 component of MACs forms intracellular aggregates with alarmin-like properties.
Mocquery-Corre, M.; Cartier, L.; Aziz, A.-I.; Berquand, A.; Clachet, J.; Jean, C.; Raymond, A.-A.; El Btaouri, H.; Dupuy, J.-W.; Hachet, C.; Chazee, L.; Savary, K.; Radoua, A.; Maquin, C.; Brabencova, E.; Boulagnon Rombi, C.; Barberi-Heyob, M.; Merrouche, Y.; Potteaux, S.; Micheau, O.; Dedieu, S.; Devy, J.; Thevenard-Devy, J.
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Structural AbstractO_ST_ABSBackgroundC_ST_ABSTriple-negative breast cancer (TNBC) represents a major clinical challenge due to its aggressiveness, heterogeneity and limited availability of effective targeted therapy. We investigated whether LRP-1, a multifunctional cell-surface endocytic and signaling receptor, contributes to TNBC progression. MethodsUsing CRISPR-Cas9, LRP-1-deficient murine 4T1 and human HS578-T TNBC cells were used. Functional consequences were assessed through migration, invasion, and 3D spheroid assays, imaging of focal adhesions and actin organization, atomic force microscopy, and plasmin activity assays. Global molecular reprogramming was analyzed by label-free quantitative proteomics and secretomics. LRP-1-deficient or proficient 4T1 cells were implanted orthotopically in immunocompetent mice; tumor progression was monitored longitudinally while peritumoral collagen architecture and immune microenvironment composition were characterized by second harmonic generation imaging and immunohistochemistry. ResultsWe show that LRP-1 loss reduces TNBC aggressiveness, as reflected by decreased migration and invasive capacity, reduced spheroid evasion, and significant morphological changes in focal adhesion and actin structure. LRP-1-deficient cells became stiffer and showed lower LOXL-4 levels, while pericellular proteolytic activity remained unchanged, suggesting other proteases mechanism. Multi-omic analysis revealed alterations in extracellular matrix (ECM), epithelial-mesenchymal transition, and inflammatory pathways. In vivo, LRP-1-deficiency reduced tumor progression and peritumoral collagen deposition, while increasing CD8+ T and Natural Killer cell infiltration, together with a cytokine profiling compatible with a more immune-permissive microenvironment. ConclusionsLRP-1 act as a key contributor in TNBC progression through matrix remodeling, mechano-adaptation, and immune exclusion. Positioning it as a candidate biomarker for TNBC patients who are likely to benefit from stroma-targeting therapies. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=113 SRC="FIGDIR/small/732906v2_ufig1.gif" ALT="Figure 1"> View larger version (60K): org.highwire.dtl.DTLVardef@1b595c2org.highwire.dtl.DTLVardef@7b208aorg.highwire.dtl.DTLVardef@1956e54org.highwire.dtl.DTLVardef@17e55d0_HPS_FORMAT_FIGEXP M_FIG C_FIG
Macaluso, N.; Bhat, M.; Lu, A.; Chen, Y.; Nguyen, L.; Jain, P. K.; Phillip, J. M.
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The African spiny mouse (Acomys cahirinus) exhibits a unique capacity among mammals for scarless tissue regeneration, making it a compelling model for investigating the cellular mechanisms underlying regenerative healing. To determine how cellular heterogeneity and specific phenotypes influence fibroblast behavior, we established an immortalized Acomys fibroblast line along with a CRISPR/Cas9-mediated Col3A1 knockout variant and a DNA damage-induced senescent population. Compared with Mus musculus, NIH 3T3 fibroblasts, Acomys cells displayed distinct morphology, similar migration speeds, reduced directional persistence, and greater biophysical heterogeneity. While previous studies have linked regenerative wound healing to the elevated expression of collagen type III (Col3A1), CRISPR-mediated knockout of Col3A1 in Acomys fibroblasts yielded comparable biophysical profiles to wild-type cells in 2D culture. To examine additional contributors to the enhanced wound-like matrix environment, we established a senescence model in which Acomys fibroblasts exhibited elevated resistance to DNA-damaging agents, complete loss of proliferation, and altered single-cell morphology. In 3D collagen gel contraction assays, Col3A1 knockout attenuated matrix remodeling capacity, whereas the introduction of a small fraction of senescent cells enhanced gel contraction and remodeling dynamics, suggesting that senescent fibroblasts can modulate collective matrix behaviors. Together, these findings demonstrate that both Col3A1 expression and senescence-associated cell states contribute to fibroblast-driven matrix remodeling, highlighting Acomys fibroblasts as a valuable model for investigating how cellular heterogeneity and senescence-associated cell phenotypes could influence regenerative wound healing.
Yamaguchi, H.; Wang, J.; Yan, F.; Bi, J.; Darabi, R.; Lagor, W. R.; Zhao, Z.; Economides, A. N.; Mishina, Y.; Komatsu, Y.
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Bone morphogenetic protein (BMP) signaling is a principal driver of heterotopic ossification (HO), yet how aberrant BMP activity structurally reprograms cellular signaling machinery to develop HO remains unclear. Here, we identify BMP signaling as a direct upstream regulator of ciliogenesis that coordinates a multi-stage, pro-osteochondrogenic signaling relay during HO. Using a conditional gain-of-function BMP mouse model (Acvr1Q207D/+), we demonstrate that enhanced BMP signaling promotes primary cilium biogenesis and axonemal elongation through canonical Smad1/5/9-dependent transcriptional activation of intraflagellar transport (IFT) Ift20, a core component of the IFT machinery. Rather than operating via a singular downstream cascade, these elongated cilia establish a sensitized signaling hub. Genetic disruption of ciliary Hedgehog (Hh) transduction via Smoothened (Smo) deletion reveals that ciliary Hh signaling is dispensable for initial tissue condemnation but required for the subsequent proliferative expansion and maturation of HO. Conversely, complete genetic ablation of the ciliary structure via Ift20 deletion, or early pharmacological inhibition of ciliogenesis, significantly attenuates HO. Notably, this BMP-IFT20-cilia axis is functionally conserved within injury-responsive, PDGFR-positive fibro-adipogenic progenitor (FAP) populations harboring the clinically authentic Acvr1R206H/+ mutation responsible for fibrodysplasia ossificans progressiva (FOP) in mice. Together, these findings reveal that BMP signaling drives HO by structurally expanding the primary cilium, establishing a novel mechanism for HO development. SignificanceGrowth factor signaling instructs cellular behavior during tissue regeneration, but how they regulate cellular organelles to induce pathological fates remains poorly understood. This study reveals that Bone Morphogenetic Protein (BMP) signaling functions as a direct architectural regulator of the primary cilium, a critical cellular antenna. We show that BMP signaling directly transactivates intraflagellar transport machinery to structurally elongate the cilium, creating a sensitized signaling hub that drives heterotopic ossification. Our findings introduce a novel BMP-driven organelle regulation mechanism and establish a targetable cellular vulnerability to mitigate ectopic bone formation.
Wang, K.; Feng, Z.-Y.; Zhang, Z.-Y.; Li, Q.-F.; Xie, H.-Q.
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Adult skin normally resolves injury through rapid closure and fibrotic matrix deposition, often at the cost of permanent appendage loss. We tested whether spatially controlled microtrauma could instead serve as a regenerative entry point when paired with temporally coordinated molecular cues. We engineered a hierarchical extracellular-matrix-based microneedle patch that combines rapid local availability of verteporfin, an inhibitor of YAP-associated mechanotransduction, with sustained retinoic-acid delivery to support follicle-regenerative signalling. The microneedle interface was evaluated in full-thickness rabbit ear wounds, which are prone to hypertrophic scarring, and in Bama miniature-pig wounds, whose skin architecture more closely resembles human skin. Across both models, staged dual-cue treatment accelerated wound closure, reduced collagen-dense scar formation and promoted the appearance of hair-bearing tissue and histologically identifiable follicular structures. These findings support a trauma-guided regeneration framework in which controlled microinjury is used not only for delivery but also to open a transient repair niche that can be molecularly redirected toward appendage-bearing skin restoration. ImportanceMicroneedles are generally treated as minimally invasive delivery devices. Here, the microinjury itself is incorporated into the therapeutic design. The study provides cross-species proof of concept that a patterned injury interface, combined with staged anti-fibrotic and pro-regenerative signalling, can shift wound repair away from fibrotic closure and toward hair-follicle-containing skin. This concise preprint reports the central concept and the rabbit and porcine evidence supporting it; expanded mechanistic and source datasets will be reported separately.