Streptococcus pyogenes (group A Streptococcus, GAS) causes various clinical complications and invasive diseases. Our previous studies have shown that GAS survives inside endothelial cells due to the insufficient acidification of lysosomes, which fuse with reactive oxygen species (ROS)-induced phagosomes of LC3-associated phagocytosis. For catalase-deficient peroxide-producing GAS to survive in hosts, GAS uses a peroxide response regulator (PerR) to modulate ROS-induced oxidative stress and metal ion regulation. However, it remains unclear whether PerR regulates zinc homeostasis during infections. We generated the GAS ΔperR isogenic mutant and conducted dual RNA-seq analysis, an endothelial cell infection model, computational predictions, and phenotypic characterization to demonstrate the protective role of PerR in GAS survival in endothelial cells. The ΔperR mutant's vulnerability to zinc deprivation demonstrated that PerR coordinates iron and zinc homeostasis, likely using PmtA's iron efflux, iron and zinc-chelating ferritin-like Dpr, the AdcR regulon (adcA, adcAII, and phtD), and zinc efflux (czcD). We also demonstrated that the wild-type strain and ΔperR mutant encounter zinc restriction inside the phagolysosome GAS-containing vacuoles of endothelial cells. This host zinc starvation severely reduces the survival of the ΔperR mutant. These results suggest that the PerR-mediated iron and zinc modulation through Dpr is more important than had been previously thought. Consequently, PerR enhances GAS fitness during its invasions of human endothelial cells.
Importance: Our study combines dual RNA-seq analysis, an endothelial cell infection model, computational predictions, and phenotypic characterization to discover the impact of group A Streptococcus (GAS) PerR on the coordination of iron and zinc homeostasis during infection. We found that PmtA's iron efflux, iron and zinc-chelating ferritin-like Dpr, the AdcR regulon, and zinc efflux are delicately modulated by PerR. We also determined that zinc limitation inside the phagolysosome GAS-containing vacuoles of endothelial cells causes host zinc starvation, resulting in reduced survival of the ΔperR mutant. Consequently, PerR enhances GAS fitness through Dpr during its invasions of human endothelial cells. Our novel findings offer new insights into how GAS combats iron-mediated oxidative stress and zinc homeostasis that may help develop new anti-GAS treatments.
{"title":"Group A streptococcal PerR coordinates iron and zinc homeostasis through Dpr, aiding in bacterial fitness during endothelial cell infection.","authors":"Marcia Shu-Wei Su, Chia-Jung Lee, Yi-Lin Cheng, Wei-Jiun Tsai, Chuan Chiang-Ni, Kai-Yu Wang, Yi-Chun Hsieh, Chen-Chieh Liao, Jiunn-Jong Wu","doi":"10.1128/msystems.01636-25","DOIUrl":"https://doi.org/10.1128/msystems.01636-25","url":null,"abstract":"<p><p><i>Streptococcus pyogenes</i> (group A <i>Streptococcus</i>, GAS) causes various clinical complications and invasive diseases. Our previous studies have shown that GAS survives inside endothelial cells due to the insufficient acidification of lysosomes, which fuse with reactive oxygen species (ROS)-induced phagosomes of LC3-associated phagocytosis. For catalase-deficient peroxide-producing GAS to survive in hosts, GAS uses a peroxide response regulator (PerR) to modulate ROS-induced oxidative stress and metal ion regulation. However, it remains unclear whether PerR regulates zinc homeostasis during infections. We generated the GAS Δ<i>perR</i> isogenic mutant and conducted dual RNA-seq analysis, an endothelial cell infection model, computational predictions, and phenotypic characterization to demonstrate the protective role of PerR in GAS survival in endothelial cells. The Δ<i>perR</i> mutant's vulnerability to zinc deprivation demonstrated that PerR coordinates iron and zinc homeostasis, likely using PmtA's iron efflux, iron and zinc-chelating ferritin-like Dpr, the AdcR regulon (<i>adcA</i>, <i>adcAII</i>, and <i>phtD</i>), and zinc efflux (<i>czcD</i>). We also demonstrated that the wild-type strain and Δ<i>perR</i> mutant encounter zinc restriction inside the phagolysosome GAS-containing vacuoles of endothelial cells. This host zinc starvation severely reduces the survival of the Δ<i>perR</i> mutant. These results suggest that the PerR-mediated iron and zinc modulation through Dpr is more important than had been previously thought. Consequently, PerR enhances GAS fitness during its invasions of human endothelial cells.</p><p><strong>Importance: </strong>Our study combines dual RNA-seq analysis, an endothelial cell infection model, computational predictions, and phenotypic characterization to discover the impact of group A <i>Streptococcus</i> (GAS) PerR on the coordination of iron and zinc homeostasis during infection. We found that PmtA's iron efflux, iron and zinc-chelating ferritin-like Dpr, the AdcR regulon, and zinc efflux are delicately modulated by PerR. We also determined that zinc limitation inside the phagolysosome GAS-containing vacuoles of endothelial cells causes host zinc starvation, resulting in reduced survival of the Δ<i>perR</i> mutant. Consequently, PerR enhances GAS fitness through Dpr during its invasions of human endothelial cells. Our novel findings offer new insights into how GAS combats iron-mediated oxidative stress and zinc homeostasis that may help develop new anti-GAS treatments.</p>","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0163625"},"PeriodicalIF":4.6,"publicationDate":"2026-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146053129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23DOI: 10.1128/msystems.01279-25
Md Asaduzzaman, Péter Oláh, Natheer Jameel Yaseen, Ahmed Taifi, Tamás Járay, Gábor Gulyás, Zsolt Boldogkői, Dóra Tombácz
The gut microbiome undergoes dynamic age-related changes shaped by diet and maternal factors. Here, we present a species-level, long-read 16S rRNA survey of the developing gut microbiome in a translational canine model, profiling 89 purebred Hungarian Pumis across early-life and reproductive stages. We collected 456 fecal samples longitudinally: 60 puppies followed from birth to 81 weeks, their mothers sampled during pregnancy and lactation, and adult controls from six kennels. We recorded detailed dietary metadata and reproductive status throughout the study. Age was the strongest determinant of alpha diversity, with a rapid increase during weaning and stabilization by 6 months of age. Beta diversity analyses revealed structured compositional transitions from early developmental phases to adulthood, including a shift toward more uniform, adult-like communities. Within-kennel variation was modest, consistent with shared environmental exposures. Mixed-effects models showed robust associations between specific taxa and age, diet, and kennel, while SparCC-inferred co-occurrence networks indicated increasing ecological complexity with age. We also demonstrated that the delivery mode-vaginal versus cesarean-impacted early-life microbiome composition: Lactobacillus spp. were significantly more abundant in cesarean-born puppies than in vaginally delivered littermates during the 8-10-week window. We also observed reproducible maternal microbiome shifts during pregnancy and lactation, with potential implications for vertical microbial transfer. Taken together, our results show that domestic dogs follow a reproducible, age-structured trajectory of microbial maturation that parallels human development, including delivery-mode effects and diet-responsive taxa.IMPORTANCEMicrobiome research is among the fastest-moving areas in biomedicine driven by major global efforts to understand how microbial communities shape human health and disease. Dogs provide an ideal translational model because their gut microbiota more closely resembles that of humans than that of other studied animals; moreover, breeds show high within-breed genetic homogeneity; diets can be tightly regulated; and longitudinal sampling across the lifespan is feasible. Mapping shifts driven by diet and maternal factors-from early-life events through later life, including senior stages-is essential to leverage microbial plasticity for prevention, with implications for inflammation, metabolic disease, and neurodegeneration. Here, we advance this goal by providing a longitudinal, high-resolution data set and demonstrating that full-length 16S rRNA sequencing is a powerful tool for resolving fine-scale patterns of gut colonization and maturation.
{"title":"Longitudinal long-read microbiome profiling in a canine model reveals how age, diet, and birth mode shape gut community dynamics.","authors":"Md Asaduzzaman, Péter Oláh, Natheer Jameel Yaseen, Ahmed Taifi, Tamás Járay, Gábor Gulyás, Zsolt Boldogkői, Dóra Tombácz","doi":"10.1128/msystems.01279-25","DOIUrl":"https://doi.org/10.1128/msystems.01279-25","url":null,"abstract":"<p><p>The gut microbiome undergoes dynamic age-related changes shaped by diet and maternal factors. Here, we present a species-level, long-read 16S rRNA survey of the developing gut microbiome in a translational canine model, profiling 89 purebred Hungarian Pumis across early-life and reproductive stages. We collected 456 fecal samples longitudinally: 60 puppies followed from birth to 81 weeks, their mothers sampled during pregnancy and lactation, and adult controls from six kennels. We recorded detailed dietary metadata and reproductive status throughout the study. Age was the strongest determinant of alpha diversity, with a rapid increase during weaning and stabilization by 6 months of age. Beta diversity analyses revealed structured compositional transitions from early developmental phases to adulthood, including a shift toward more uniform, adult-like communities. Within-kennel variation was modest, consistent with shared environmental exposures. Mixed-effects models showed robust associations between specific taxa and age, diet, and kennel, while SparCC-inferred co-occurrence networks indicated increasing ecological complexity with age. We also demonstrated that the delivery mode-vaginal versus cesarean-impacted early-life microbiome composition: <i>Lactobacillus</i> spp. were significantly more abundant in cesarean-born puppies than in vaginally delivered littermates during the 8-10-week window. We also observed reproducible maternal microbiome shifts during pregnancy and lactation, with potential implications for vertical microbial transfer. Taken together, our results show that domestic dogs follow a reproducible, age-structured trajectory of microbial maturation that parallels human development, including delivery-mode effects and diet-responsive taxa.IMPORTANCEMicrobiome research is among the fastest-moving areas in biomedicine driven by major global efforts to understand how microbial communities shape human health and disease. Dogs provide an ideal translational model because their gut microbiota more closely resembles that of humans than that of other studied animals; moreover, breeds show high within-breed genetic homogeneity; diets can be tightly regulated; and longitudinal sampling across the lifespan is feasible. Mapping shifts driven by diet and maternal factors-from early-life events through later life, including senior stages-is essential to leverage microbial plasticity for prevention, with implications for inflammation, metabolic disease, and neurodegeneration. Here, we advance this goal by providing a longitudinal, high-resolution data set and demonstrating that full-length 16S rRNA sequencing is a powerful tool for resolving fine-scale patterns of gut colonization and maturation.</p>","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0127925"},"PeriodicalIF":4.6,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146030186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-21DOI: 10.1128/msystems.00922-25
Joshua R Fletcher, Areej Malik, Jacob Driggers, Ryan C Hunter
<p><p><i>Fusobacterium nucleatum</i> is a common member of the oral microbiota frequently associated with extra-oral infections and diverse polymicrobial environments, including chronic airway diseases and colorectal tumors. Yet, its interactions with co-colonizing microbiota remain poorly defined. Here, we investigate cross-feeding interspecies dynamics between <i>F. nucleatum</i> and <i>Segatella oris,</i> a glycan-foraging anaerobe enriched in the airways, oral cavity, and gastrointestinal tumors. Using broth cultures, cell-free supernatants, and co-culture on primary human airway epithelial cells, we identify microbe-microbe and microbe-host interactions that shape nutrient acquisition, biofilm formation, gene expression, and host responses. While mucin or <i>S. oris</i> supernatants modestly enhanced <i>F. nucleatum</i> growth, both conditions triggered transcriptional remodeling, including induction of the <i>nan</i> operon for sialic acid catabolism, suggesting reliance on glycan degradation by <i>S. oris</i>. Conversely, <i>S. oris</i> exhibited differential expression of multiple polysaccharide utilization loci (PULs) when exposed to <i>F. nucleatum</i> or its metabolites. Biofilm formation by <i>F. nucleatum</i> was strongly inhibited by <i>S. oris</i> and its supernatants<i>,</i> indicative of metabolic regulation. Dual and triple RNA-seq revealed that epithelial responses were predominately shaped by <i>F. nucleatum,</i> with enrichment of inflammatory and cancer-associated pathways; however, co-colonization with <i>S. oris</i> modulated the expression of genes linked to the unfolded protein response and apoptosis, among others. These findings demonstrate that glycan-mediated cross-feeding and microbial interactions shape the physiology and pathogenic potential of <i>F. nucleatum</i> in mucosal environments. This work underscores the importance of modeling polymicrobial communities under host-relevant conditions to better understand pathobiont behavior at the epithelial interface.IMPORTANCE<i>Fusobacterium nucleatum</i> is increasingly recognized as a pathobiont in mucosal diseases, including colorectal cancers and chronic airway infections, yet its functional interactions with co-colonizing microbiota remain poorly understood. Here, we demonstrate that <i>F. nucleatum</i> engages in bidirectional interactions with <i>Segatella oris,</i> a glycan-foraging anaerobe also enriched in mucin-rich environments. Through nutrient cross-feeding and transcriptional modulation, these interactions shape bacterial behavior and the host epithelial response. Notably, glycan degradation by <i>S. oris</i> enables <i>F. nucleatum</i> access to sialic acids, while <i>F. nucleatum</i> suppresses the expression of multiple polysaccharide utilization loci in <i>S. oris,</i> revealing a reciprocal ecological influence. Co-colonization of the airway epithelial surface also modulates gene expression linked to inflammation and cancer. These findings advance ou
{"title":"Cross-feeding interactions between <i>Fusobacterium nucleatum</i> and the glycan forager <i>Segatella oris</i>.","authors":"Joshua R Fletcher, Areej Malik, Jacob Driggers, Ryan C Hunter","doi":"10.1128/msystems.00922-25","DOIUrl":"10.1128/msystems.00922-25","url":null,"abstract":"<p><p><i>Fusobacterium nucleatum</i> is a common member of the oral microbiota frequently associated with extra-oral infections and diverse polymicrobial environments, including chronic airway diseases and colorectal tumors. Yet, its interactions with co-colonizing microbiota remain poorly defined. Here, we investigate cross-feeding interspecies dynamics between <i>F. nucleatum</i> and <i>Segatella oris,</i> a glycan-foraging anaerobe enriched in the airways, oral cavity, and gastrointestinal tumors. Using broth cultures, cell-free supernatants, and co-culture on primary human airway epithelial cells, we identify microbe-microbe and microbe-host interactions that shape nutrient acquisition, biofilm formation, gene expression, and host responses. While mucin or <i>S. oris</i> supernatants modestly enhanced <i>F. nucleatum</i> growth, both conditions triggered transcriptional remodeling, including induction of the <i>nan</i> operon for sialic acid catabolism, suggesting reliance on glycan degradation by <i>S. oris</i>. Conversely, <i>S. oris</i> exhibited differential expression of multiple polysaccharide utilization loci (PULs) when exposed to <i>F. nucleatum</i> or its metabolites. Biofilm formation by <i>F. nucleatum</i> was strongly inhibited by <i>S. oris</i> and its supernatants<i>,</i> indicative of metabolic regulation. Dual and triple RNA-seq revealed that epithelial responses were predominately shaped by <i>F. nucleatum,</i> with enrichment of inflammatory and cancer-associated pathways; however, co-colonization with <i>S. oris</i> modulated the expression of genes linked to the unfolded protein response and apoptosis, among others. These findings demonstrate that glycan-mediated cross-feeding and microbial interactions shape the physiology and pathogenic potential of <i>F. nucleatum</i> in mucosal environments. This work underscores the importance of modeling polymicrobial communities under host-relevant conditions to better understand pathobiont behavior at the epithelial interface.IMPORTANCE<i>Fusobacterium nucleatum</i> is increasingly recognized as a pathobiont in mucosal diseases, including colorectal cancers and chronic airway infections, yet its functional interactions with co-colonizing microbiota remain poorly understood. Here, we demonstrate that <i>F. nucleatum</i> engages in bidirectional interactions with <i>Segatella oris,</i> a glycan-foraging anaerobe also enriched in mucin-rich environments. Through nutrient cross-feeding and transcriptional modulation, these interactions shape bacterial behavior and the host epithelial response. Notably, glycan degradation by <i>S. oris</i> enables <i>F. nucleatum</i> access to sialic acids, while <i>F. nucleatum</i> suppresses the expression of multiple polysaccharide utilization loci in <i>S. oris,</i> revealing a reciprocal ecological influence. Co-colonization of the airway epithelial surface also modulates gene expression linked to inflammation and cancer. These findings advance ou","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0092225"},"PeriodicalIF":4.6,"publicationDate":"2026-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146011348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Fungi are ubiquitous in natural ecosystems, and environmental reservoirs such as bat hibernacula can harbor fungal pathogens and shape disease dynamics. Beyond serving as pathogen reservoirs, these environments may also contain volatile organic compounds (VOCs) with antifungal properties that help a host resist infection. Studies have shown that various VOCs from bat caves significantly inhibit the growth of Pseudogymnoascus destructans, the pathogen responsible for white-nose syndrome (WNS), although the underlying mechanisms remain unclear. This study investigates two VOCs isolated from bat cave environments-isovaleric acid (IVA) and ethyl methyl carbonate (EMC)-to evaluate their single-agent and combination activities against P. destructans in vitro and to explore the underlying mechanisms. The results show that both IVA and EMC significantly inhibit mycelial growth in a dose-dependent manner and exhibit synergistic antifungal effects. Physiological and biochemical analyses revealed that VOC treatment disrupts cell wall and membrane integrity, induces apoptosis, elevates reactive oxygen species levels, and causes DNA damage. Concentrations of adenosine triphosphate, malondialdehyde, ergosterol, and NADPH also increased significantly. Transcriptomic and metabolomic analyses showed disruption of the mycelial structure, modulation of virulence-associated pathways, induction of oxidative stress and apoptosis, and interference with purine metabolism, cAMP signaling, and energy metabolism. Notably, combined IVA-EMC treatment enhanced DNA damage and suppressed heat shock protein expression, effectively inhibiting P. destructans growth. Taken together, our study elucidates the antifungal potential of environmental VOCs and offers new insights and application prospects for preventing and controlling WNS.IMPORTANCEWhite-nose syndrome has devastated bat populations across North America, yet effective control measures remain limited. This study highlights the potential of naturally occurring volatile organic compounds from bat cave environments as antifungal agents against Pseudogymnoascus destructans in vitro. By uncovering the physiological and molecular mechanisms of the action of isovaleric acid and ethyl methyl carbonate, individually and in combination, this work paves the way for novel, environmentally derived strategies for managing white-nose syndrome and fungal pathogens more broadly.
{"title":"Inhibitory and synergistic effects of volatile organic compounds from bat caves against <i>Pseudogymnoascus destructans in vitro</i>.","authors":"Zihao Huang, Shaopeng Sun, Yihang Li, Zizhen Wei, Mingqi Shen, Jiaqi Lu, Keping Sun, Zhongle Li, Jiang Feng","doi":"10.1128/msystems.00903-25","DOIUrl":"10.1128/msystems.00903-25","url":null,"abstract":"<p><p>Fungi are ubiquitous in natural ecosystems, and environmental reservoirs such as bat hibernacula can harbor fungal pathogens and shape disease dynamics. Beyond serving as pathogen reservoirs, these environments may also contain volatile organic compounds (VOCs) with antifungal properties that help a host resist infection. Studies have shown that various VOCs from bat caves significantly inhibit the growth of <i>Pseudogymnoascus destructans</i>, the pathogen responsible for white-nose syndrome (WNS), although the underlying mechanisms remain unclear. This study investigates two VOCs isolated from bat cave environments-isovaleric acid (IVA) and ethyl methyl carbonate (EMC)-to evaluate their single-agent and combination activities against <i>P. destructans in vitro</i> and to explore the underlying mechanisms. The results show that both IVA and EMC significantly inhibit mycelial growth in a dose-dependent manner and exhibit synergistic antifungal effects. Physiological and biochemical analyses revealed that VOC treatment disrupts cell wall and membrane integrity, induces apoptosis, elevates reactive oxygen species levels, and causes DNA damage. Concentrations of adenosine triphosphate, malondialdehyde, ergosterol, and NADPH also increased significantly. Transcriptomic and metabolomic analyses showed disruption of the mycelial structure, modulation of virulence-associated pathways, induction of oxidative stress and apoptosis, and interference with purine metabolism, cAMP signaling, and energy metabolism. Notably, combined IVA-EMC treatment enhanced DNA damage and suppressed heat shock protein expression, effectively inhibiting <i>P. destructans</i> growth. Taken together, our study elucidates the antifungal potential of environmental VOCs and offers new insights and application prospects for preventing and controlling WNS.IMPORTANCEWhite-nose syndrome has devastated bat populations across North America, yet effective control measures remain limited. This study highlights the potential of naturally occurring volatile organic compounds from bat cave environments as antifungal agents against <i>Pseudogymnoascus destructans in vitro</i>. By uncovering the physiological and molecular mechanisms of the action of isovaleric acid and ethyl methyl carbonate, individually and in combination, this work paves the way for novel, environmentally derived strategies for managing white-nose syndrome and fungal pathogens more broadly.</p>","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0090325"},"PeriodicalIF":4.6,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12817938/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145775028","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20Epub Date: 2025-12-17DOI: 10.1128/msystems.01026-25
Samuel J Modlin, Nachiket Thosar, Paulina M Mejía-Ponce, Raegan L Lunceford, Gaelle Guiewi Makafe, Brian Weinrick, Faramarz Valafar
High-quality reference genomes are essential for comparative genomics and accurate genotype-phenotype mapping. Here, we corrected the Mycobacterium tuberculosis Erdman strain reference genome (ErdmanTI) using ultra-deep HiFi sequencing. Among the small variants (n = 275) between ErdmanTI and the current Erdman reference NC_020559.1 (ErdmanSTJ), numerous are likely errors in ErdmanSTJ. We identified a novel bias toward in-frame structural variations (SVs) in pe/ppe genes and 28 SVs between ErdmanTI and ErdmanSTJ, half representing likely errors in ErdmanSTJ. Other SVs were consistent with in vitro evolution, including copy number variation (CNV) of promoter tandem repeats (PTRs). PTR CNVs were polyphyletic and within isogenic populations (10-2-10-3 CNVs/chromosome), demonstrating the impact of phase-variable CNV across evolutionary timescales. These hypervariable PTRs pinpoint a genomic basis for rapidly switching nitric oxide resistance (Dop), biofilm formation (LpdA), drug tolerance (EfpA), and glycerol utilization (GlpD2) phenotypes. This work uncovers a common phase variation mechanism obscured by short-read sequencing limitations and provides an improved reference for comparative studies.
Importance: Mycobacterium tuberculosis (Mtb), the pathogen responsible for tuberculosis, is often described as genetically stable. Our findings reveal an overlooked evolutionary adaptation mechanism: phase variation driven by tandem repeat copy number changes in gene promoters. Enabled by ultra-deep, long-read sequencing, we corrected errors in the Erdman reference genome and uncovered frequent, spontaneous expansions and contractions of promoter repeats upstream of genes linked to nitric oxide resistance, drug efflux, and biofilm formation. Through altering promoter strength, these dynamic promoter variants may generate phenotypic diversity within subpopulations and across diverse clinical lineages, suggesting a conserved evolutionary advantage for navigating host-imposed stress. This reframes Mtb's evolutionary potential, highlighting how adaptive flexibility has been underestimated due to reliance on short-read sequencing and limited resolution of subpopulations at standard genomic depths. Our findings underscore the need to integrate structural variation-aware approaches into studies of Mtb pathogenesis, evolution, and drug response.
{"title":"Updated Erdman reveals tandem repeat copy number is phase-variable and impacts <i>M. tuberculosis</i> adaptation across evolutionary timescales.","authors":"Samuel J Modlin, Nachiket Thosar, Paulina M Mejía-Ponce, Raegan L Lunceford, Gaelle Guiewi Makafe, Brian Weinrick, Faramarz Valafar","doi":"10.1128/msystems.01026-25","DOIUrl":"10.1128/msystems.01026-25","url":null,"abstract":"<p><p>High-quality reference genomes are essential for comparative genomics and accurate genotype-phenotype mapping. Here, we corrected the <i>Mycobacterium tuberculosis</i> Erdman strain reference genome (Erdman<sub>TI</sub>) using ultra-deep HiFi sequencing. Among the small variants (<i>n</i> = 275) between Erdman<sub>TI</sub> and the current Erdman reference NC_020559.1 (Erdman<sub>STJ</sub>), numerous are likely errors in Erdman<sub>STJ</sub>. We identified a novel bias toward in-frame structural variations (SVs) in <i>pe/ppe</i> genes and 28 SVs between Erdman<sub>TI</sub> and Erdman<sub>STJ</sub>, half representing likely errors in Erdman<sub>STJ</sub>. Other SVs were consistent with <i>in vitro</i> evolution, including copy number variation (CNV) of promoter tandem repeats (PTRs). PTR CNVs were polyphyletic and within isogenic populations (10<sup>-2</sup>-10<sup>-3</sup> CNVs/chromosome), demonstrating the impact of phase-variable CNV across evolutionary timescales. These hypervariable PTRs pinpoint a genomic basis for rapidly switching nitric oxide resistance (Dop), biofilm formation (LpdA), drug tolerance (EfpA), and glycerol utilization (GlpD2) phenotypes. This work uncovers a common phase variation mechanism obscured by short-read sequencing limitations and provides an improved reference for comparative studies.</p><p><strong>Importance: </strong><i>Mycobacterium tuberculosis</i> (<i>Mtb</i>), the pathogen responsible for tuberculosis, is often described as genetically stable. Our findings reveal an overlooked evolutionary adaptation mechanism: phase variation driven by tandem repeat copy number changes in gene promoters. Enabled by ultra-deep, long-read sequencing, we corrected errors in the Erdman reference genome and uncovered frequent, spontaneous expansions and contractions of promoter repeats upstream of genes linked to nitric oxide resistance, drug efflux, and biofilm formation. Through altering promoter strength, these dynamic promoter variants may generate phenotypic diversity within subpopulations and across diverse clinical lineages, suggesting a conserved evolutionary advantage for navigating host-imposed stress. This reframes <i>Mtb</i>'s evolutionary potential, highlighting how adaptive flexibility has been underestimated due to reliance on short-read sequencing and limited resolution of subpopulations at standard genomic depths. Our findings underscore the need to integrate structural variation-aware approaches into studies of <i>Mtb</i> pathogenesis, evolution, and drug response.</p>","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0102625"},"PeriodicalIF":4.6,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12817950/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145768499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20Epub Date: 2025-12-15DOI: 10.1128/msystems.01436-25
Rayan Bouchali, Hugo Sentenac, Kieran A Bates, Matthew C Fisher, Dirk S Schmeller, Adeline Loyau
The disease pyramid conceptualizes the predictors of host infection risk, linking the host, the pathogen, environmental conditions, and both host and environmental microbiomes. However, the importance of the interaction between environmental and host-associated microbiomes in shaping infectious disease dynamics remains poorly understood. While the majority of studies have focused on bacteria, the role of micro-eukaryotes has been seldom investigated. Here, we explore three axes of the disease pyramid using an 18S rRNA gene metabarcoding approach to analyze the micro-eukaryotic assemblages of biofilm, water, and skin samples from three European amphibian species. Skin bacterial communities of the investigated amphibian populations have already been shown to be impacted by the presence of the lethal fungal pathogen Batrachochytrium dendrobatidis (Bd), with a higher abundance of protective bacteria in infected populations and a greater environmental microbial contribution to the skin microbiota in Bd-positive lakes. Here, we explored the relationships between the micro-eukaryotic skin communities of these tadpole populations with their surrounding environment. Tadpoles were sampled at 22 mountain lakes located in the Pyrenees (France), 8 of which harbored amphibian populations infected by Bd. We found that biofilms from Bd-negative lakes had higher environmental micro-eukaryotic diversity and a greater abundance of putative anti-Bd fungi, both in the environment and on the skin microbiota of Bufo spinosus and Rana temporaria, but not of Alytes obstetricans. Bayesian SourceTracker analysis further showed that the environmental contribution from biofilms to amphibian skin micro-eukaryotic assemblages was higher in Bd-positive lakes for B. spinosus and R. temporaria, but not for A. obstetricans.IMPORTANCEResearch on host-associated microbiomes and infectious diseases has mostly focused on bacteria, overlooking the potential contributions of micro-eukaryotes to infection dynamics. Here, we show that environmental and skin-associated micro-eukaryotes-especially putative anti-Batrachochytrium dendrobatidis (Bd) fungi-differ between Bd-positive and Bd-negative amphibian populations in mountain lakes. Our results suggest that micro-eukaryotes influence disease resistance and microbiome assembly, similarly to bacteria. Importantly, environmental reservoirs of micro-eukaryotes appear to contribute differently across infection contexts. These findings demonstrate the importance of adopting a broader microbiome perspective that includes micro-eukaryotes when investigating the ecological mechanisms underlying infectious disease risk.
{"title":"Unraveling the disease pyramid: the role of environmental micro-eukaryotes in amphibian resistance to the deadly fungal pathogen <i>Batrachochytrium dendrobatidis</i>.","authors":"Rayan Bouchali, Hugo Sentenac, Kieran A Bates, Matthew C Fisher, Dirk S Schmeller, Adeline Loyau","doi":"10.1128/msystems.01436-25","DOIUrl":"10.1128/msystems.01436-25","url":null,"abstract":"<p><p>The disease pyramid conceptualizes the predictors of host infection risk, linking the host, the pathogen, environmental conditions, and both host and environmental microbiomes. However, the importance of the interaction between environmental and host-associated microbiomes in shaping infectious disease dynamics remains poorly understood. While the majority of studies have focused on bacteria, the role of micro-eukaryotes has been seldom investigated. Here, we explore three axes of the disease pyramid using an 18S rRNA gene metabarcoding approach to analyze the micro-eukaryotic assemblages of biofilm, water, and skin samples from three European amphibian species. Skin bacterial communities of the investigated amphibian populations have already been shown to be impacted by the presence of the lethal fungal pathogen <i>Batrachochytrium dendrobatidis</i> (<i>Bd</i>), with a higher abundance of protective bacteria in infected populations and a greater environmental microbial contribution to the skin microbiota in <i>Bd</i>-positive lakes. Here, we explored the relationships between the micro-eukaryotic skin communities of these tadpole populations with their surrounding environment. Tadpoles were sampled at 22 mountain lakes located in the Pyrenees (France), 8 of which harbored amphibian populations infected by <i>Bd</i>. We found that biofilms from <i>Bd</i>-negative lakes had higher environmental micro-eukaryotic diversity and a greater abundance of putative anti-<i>Bd</i> fungi, both in the environment and on the skin microbiota of <i>Bufo spinosus</i> and <i>Rana temporaria</i>, but not of <i>Alytes obstetricans</i>. Bayesian SourceTracker analysis further showed that the environmental contribution from biofilms to amphibian skin micro-eukaryotic assemblages was higher in <i>Bd</i>-positive lakes for <i>B. spinosus</i> and <i>R. temporaria</i>, but not for <i>A. obstetricans</i>.IMPORTANCEResearch on host-associated microbiomes and infectious diseases has mostly focused on bacteria, overlooking the potential contributions of micro-eukaryotes to infection dynamics. Here, we show that environmental and skin-associated micro-eukaryotes-especially putative anti-<i>Batrachochytrium dendrobatidis</i> (<i>Bd)</i> fungi-differ between <i>Bd</i>-positive and <i>Bd</i>-negative amphibian populations in mountain lakes. Our results suggest that micro-eukaryotes influence disease resistance and microbiome assembly, similarly to bacteria. Importantly, environmental reservoirs of micro-eukaryotes appear to contribute differently across infection contexts. These findings demonstrate the importance of adopting a broader microbiome perspective that includes micro-eukaryotes when investigating the ecological mechanisms underlying infectious disease risk.</p>","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0143625"},"PeriodicalIF":4.6,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12817952/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145757101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p><p>Phosphofructo-2-kinase/fructose-2,6-biophosphatase 3 (PFKFB3), a key glycolytic enzyme, has attracted increasing attention for its essential roles in various inflammatory responses and immune-related diseases. But the functional relevance and mechanistic basis of the PFKFB3 on ulcerative colitis (UC) remain unclear. Immunohistochemical staining and publicly available data sets were used to analyze PFKFB3 expression in healthy controls (HCs) and UC patients. The role of PFKFB3 on colitis and gut microbiota was investigated by deficiency of PFKFB3 in macrophages (<i>PFKFB3</i><sup>fl/fl</sup><i>Lyz2</i>-Cre) mice. <i>In silico</i> meta- and Spearman's correlation analysis of published high-throughput transcriptomic data analyzed the correlation between PFKFB3 and microbiome-associated genes. The expression of PFKFB3 was significantly upregulated in the colon of both human UC cohorts and colitis mice. Pharmacological inhibition of PFKFB3 by 3-(3-pyridinyl)-1-(4-pyridinyl)-2-propen-1-one (3PO) diminished the severity of colitis. Single-cell RNA sequencing and flow analysis revealed that the upregulated PFKFB3 was predominantly contributed by colonic macrophages. <i>PFKFB3</i><sup>fl/fl</sup><i>Lyz2</i>-Cre mice alleviated experimental colitis in contrast to littermate control (<i>PFKFB3</i><sup>fl/fl</sup>). Concomitantly, <i>PFKFB3</i><sup>fl/fl</sup><i>Lyz2</i>-Cre mice exhibited a remarkably <i>Faecalibaculum</i> genus-enhanced microenvironment, which can be horizontally transmitted to co-housed wild-type mice, leading to an attenuation of DSS-induced colitis. However, when antibiotics were administered to <i>PFKFB3</i><sup>fl/fl</sup><i>Lyz2</i>-Cre mice, the transmission effect was lost. By analyzing the UC patient cohort, Spearman's correlation provided additional evidence for a significant positive correlation between PFKFB3 and microbiota-associated genes expression. This study demonstrated that PFKFB3 deficiency in macrophages could effectively ameliorate colonic inflammation, providing the first evidence that gut microbiota from PFKFB3-deficient mice may represent a novel therapeutic strategy for UC.</p><p><strong>Importance: </strong>PFKFB3 expression was upregulated in the colon of both ulcerative colitis (UC) patients and colitis mice, and this differential expression was predominantly contributed by colonic lamina propria macrophages. Knockout of PFKFB3 in macrophages significantly alleviated DSS-induced colitis. Knockout of PFKFB3 in macrophage mice exhibited a remarkably <i>Faecalibaculum</i> genus-enhanced microenvironment, which can be horizontally transmitted to co-housed wild-type mice, leading to an attenuation of DSS-induced colitis; however, when administered to antibiotics, the transmission effect was lost. By analyzing the UC patient cohort, we demonstrated significant positive correlation between PFKFB3 and microbiota-associated gene expression. Our study first elucidates the relationship of PFKFB3 in macrophages with
{"title":"Inhibition of PFKFB3 in macrophages ameliorates intestinal inflammation by modulating gut microbiota in DSS-induced colitis.","authors":"Jia-Hui Gao, Li-Xiang Li, Wei-Jia Li, Xia Wang, Dong-Ping Lyu, Xiao-Ran Xie, Shi-Yang Li, Xiu-Li Zuo, Yan-Qing Li","doi":"10.1128/msystems.00632-25","DOIUrl":"10.1128/msystems.00632-25","url":null,"abstract":"<p><p>Phosphofructo-2-kinase/fructose-2,6-biophosphatase 3 (PFKFB3), a key glycolytic enzyme, has attracted increasing attention for its essential roles in various inflammatory responses and immune-related diseases. But the functional relevance and mechanistic basis of the PFKFB3 on ulcerative colitis (UC) remain unclear. Immunohistochemical staining and publicly available data sets were used to analyze PFKFB3 expression in healthy controls (HCs) and UC patients. The role of PFKFB3 on colitis and gut microbiota was investigated by deficiency of PFKFB3 in macrophages (<i>PFKFB3</i><sup>fl/fl</sup><i>Lyz2</i>-Cre) mice. <i>In silico</i> meta- and Spearman's correlation analysis of published high-throughput transcriptomic data analyzed the correlation between PFKFB3 and microbiome-associated genes. The expression of PFKFB3 was significantly upregulated in the colon of both human UC cohorts and colitis mice. Pharmacological inhibition of PFKFB3 by 3-(3-pyridinyl)-1-(4-pyridinyl)-2-propen-1-one (3PO) diminished the severity of colitis. Single-cell RNA sequencing and flow analysis revealed that the upregulated PFKFB3 was predominantly contributed by colonic macrophages. <i>PFKFB3</i><sup>fl/fl</sup><i>Lyz2</i>-Cre mice alleviated experimental colitis in contrast to littermate control (<i>PFKFB3</i><sup>fl/fl</sup>). Concomitantly, <i>PFKFB3</i><sup>fl/fl</sup><i>Lyz2</i>-Cre mice exhibited a remarkably <i>Faecalibaculum</i> genus-enhanced microenvironment, which can be horizontally transmitted to co-housed wild-type mice, leading to an attenuation of DSS-induced colitis. However, when antibiotics were administered to <i>PFKFB3</i><sup>fl/fl</sup><i>Lyz2</i>-Cre mice, the transmission effect was lost. By analyzing the UC patient cohort, Spearman's correlation provided additional evidence for a significant positive correlation between PFKFB3 and microbiota-associated genes expression. This study demonstrated that PFKFB3 deficiency in macrophages could effectively ameliorate colonic inflammation, providing the first evidence that gut microbiota from PFKFB3-deficient mice may represent a novel therapeutic strategy for UC.</p><p><strong>Importance: </strong>PFKFB3 expression was upregulated in the colon of both ulcerative colitis (UC) patients and colitis mice, and this differential expression was predominantly contributed by colonic lamina propria macrophages. Knockout of PFKFB3 in macrophages significantly alleviated DSS-induced colitis. Knockout of PFKFB3 in macrophage mice exhibited a remarkably <i>Faecalibaculum</i> genus-enhanced microenvironment, which can be horizontally transmitted to co-housed wild-type mice, leading to an attenuation of DSS-induced colitis; however, when administered to antibiotics, the transmission effect was lost. By analyzing the UC patient cohort, we demonstrated significant positive correlation between PFKFB3 and microbiota-associated gene expression. Our study first elucidates the relationship of PFKFB3 in macrophages with ","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0063225"},"PeriodicalIF":4.6,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12817908/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145724724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20Epub Date: 2025-12-03DOI: 10.1128/msystems.01391-25
Georgios Marinos, Johannes Zimmermann, Jan Taubenheim, Christoph Kaleta
Host-microbial metabolic interactions have been recognized as an essential factor in host health and disease. Genome-scale metabolic modeling approaches have made important contributions to our understanding of the interactions in such communities. One particular such modeling approach is BacArena, in which metabolic models grow, reproduce, and interact as independent agents in a spatiotemporal metabolic environment. Here, we present a modeling application of BacArena, a virtual colonic environment, which reveals spatiotemporal metabolic interactions in a computational colonic environment. This environment resembles the crypt space together with the mucus layers, the lumen, and fluid dynamics. Our proof-of-principle experiments include mono-colonization simulations of context-specific colonic cells and simulations of context-specific colonic cells with the SIHUMIx minimal model microbiome. Our simulations propose host-microbial and microbial-microbial interactions that can be verified based on the literature. Most importantly, the Virtual Colon offers visualization of interactions through time and space, adding another dimension to the genome-scale metabolic modeling approaches. Lastly, like BacArena, it is freely available and can be easily adapted to model other spatially structured environments (http://www.github.com/maringos/VirtualColon).IMPORTANCEInteractions between the human body and gut microbes are crucial for health and disease. We present the Virtual Colon, an extension of the individual-based microbiome modeling approach BacArena that mimics key features of the colon, including the crypts, mucus layers, lumen, and fluid flow. Using this model, we simulate gut environments including host cells with bacterial species alone and with a simplified gut microbiota (SIHUMIx). These simulations reveal patterns of host-microbe and microbe-microbe interactions that align with known findings. A key strength of the Virtual Colon is its ability to show how interactions unfold over time and space, offering new insights beyond traditional modeling approaches. The Virtual Colon is freely available and can be adapted to other structured biological environments (http://www.github.com/maringos/VirtualColon).
{"title":"Virtual Colon: spatiotemporal modeling of metabolic interactions in a computational colonic environment.","authors":"Georgios Marinos, Johannes Zimmermann, Jan Taubenheim, Christoph Kaleta","doi":"10.1128/msystems.01391-25","DOIUrl":"10.1128/msystems.01391-25","url":null,"abstract":"<p><p>Host-microbial metabolic interactions have been recognized as an essential factor in host health and disease. Genome-scale metabolic modeling approaches have made important contributions to our understanding of the interactions in such communities. One particular such modeling approach is BacArena, in which metabolic models grow, reproduce, and interact as independent agents in a spatiotemporal metabolic environment. Here, we present a modeling application of BacArena, a virtual colonic environment, which reveals spatiotemporal metabolic interactions in a computational colonic environment. This environment resembles the crypt space together with the mucus layers, the lumen, and fluid dynamics. Our proof-of-principle experiments include mono-colonization simulations of context-specific colonic cells and simulations of context-specific colonic cells with the SIHUMIx minimal model microbiome. Our simulations propose host-microbial and microbial-microbial interactions that can be verified based on the literature. Most importantly, the Virtual Colon offers visualization of interactions through time and space, adding another dimension to the genome-scale metabolic modeling approaches. Lastly, like BacArena, it is freely available and can be easily adapted to model other spatially structured environments (http://www.github.com/maringos/VirtualColon).IMPORTANCEInteractions between the human body and gut microbes are crucial for health and disease. We present the Virtual Colon, an extension of the individual-based microbiome modeling approach BacArena that mimics key features of the colon, including the crypts, mucus layers, lumen, and fluid flow. Using this model, we simulate gut environments including host cells with bacterial species alone and with a simplified gut microbiota (SIHUMIx). These simulations reveal patterns of host-microbe and microbe-microbe interactions that align with known findings. A key strength of the Virtual Colon is its ability to show how interactions unfold over time and space, offering new insights beyond traditional modeling approaches. The Virtual Colon is freely available and can be adapted to other structured biological environments (http://www.github.com/maringos/VirtualColon).</p>","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0139125"},"PeriodicalIF":4.6,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12817927/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145669065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
<p><p>The gut-skin axis represents a critical but poorly understood pathway in atopic dermatitis (AD) pathogenesis. This study aimed to establish causal relationships between gut microbiota and AD risk while identifying key molecular bridges and therapeutic targets. We integrated multiple analytical approaches, including single-cell RNA sequencing analysis of skin biopsies from five AD patients and four healthy controls, intercellular communication network analysis, pseudotime trajectory inference, reverse drug prediction, molecular docking, and molecular dynamics simulations. Analysis revealed increased keratinocyte heterogeneity and enhanced immune cell communication in atopic dermatitis (AD) samples. Intersection analysis between gut microbial metabolite-associated genes and skin pathology-related genes identified seven key bridging genes (<i>AKR1C2</i>, <i>GALE</i>, <i>GGH</i>, <i>NR4A1</i>, <i>PLA2G4B</i>, <i>TYMS</i>). Functional annotation indicated that these genes are primarily involved in vitamin precursor metabolism, suggesting that the <i>Eubacterium eligens</i> group influences AD pathogenesis mainly through vitamin precursor-mediated pathways that regulate systemic immune responses. Pseudotime trajectory analysis demonstrated dynamic temporal gene expression patterns during disease progression. Molecular docking revealed an unexpectedly high-affinity binding between methotrexate and <i>GALE</i> (binding energy = -10.4 kcal/mol), which exceeded its binding affinity for the classical target <i>TYMS</i> (-7.5 kcal/mol). Molecular dynamics simulations further confirmed the stable binding conformation of the protein-ligand complexes. This study provides mechanistic insights into how the <i>Eubacterium eligens</i> group influences atopic dermatitis through vitamin precursor-mediated systemic immune modulation and identifies <i>GALE</i> as a novel therapeutic target. The findings provide mechanistic insights into the gut-skin axis and support developing precision medicine approaches integrating microbiome interventions with targeted pharmacotherapy for AD management.</p><p><strong>Importance: </strong>Genetic-level evidence of gut microbiota causality in atopic dermatitis: this study established a causal relationship between specific gut microbiota and the risk of atopic dermatitis at the genetic level, providing strong genetic evidence for the "gut-skin axis" theory. GALE is identified as a novel therapeutic target with redefined methotrexate mechanism: molecular docking study unexpectedly found that GALE binding affinity of MTX was significantly higher than that of its classical target TYMS, suggesting that GALE may be an important but previously unrecognized target of MTX in the treatment of AD. Multi-omics integration framework reveals increased keratinocyte heterogeneity: integrating single-cell RNA sequencing and computational pharmacology provided a cellular and molecular basis for understanding the characteristics of chronicity and
{"title":"Integrative multi-omics analysis reveals gut-skin axis mechanisms and novel therapeutic target <i>GALE</i> in atopic dermatitis.","authors":"Fang Cao, AoNan Liu, Jiaoyang Tong, Cui Guo, Hui Zhang, Yaobin Pang, Kexin Tang, Qianying Yu, Jing Guo","doi":"10.1128/msystems.01403-25","DOIUrl":"10.1128/msystems.01403-25","url":null,"abstract":"<p><p>The gut-skin axis represents a critical but poorly understood pathway in atopic dermatitis (AD) pathogenesis. This study aimed to establish causal relationships between gut microbiota and AD risk while identifying key molecular bridges and therapeutic targets. We integrated multiple analytical approaches, including single-cell RNA sequencing analysis of skin biopsies from five AD patients and four healthy controls, intercellular communication network analysis, pseudotime trajectory inference, reverse drug prediction, molecular docking, and molecular dynamics simulations. Analysis revealed increased keratinocyte heterogeneity and enhanced immune cell communication in atopic dermatitis (AD) samples. Intersection analysis between gut microbial metabolite-associated genes and skin pathology-related genes identified seven key bridging genes (<i>AKR1C2</i>, <i>GALE</i>, <i>GGH</i>, <i>NR4A1</i>, <i>PLA2G4B</i>, <i>TYMS</i>). Functional annotation indicated that these genes are primarily involved in vitamin precursor metabolism, suggesting that the <i>Eubacterium eligens</i> group influences AD pathogenesis mainly through vitamin precursor-mediated pathways that regulate systemic immune responses. Pseudotime trajectory analysis demonstrated dynamic temporal gene expression patterns during disease progression. Molecular docking revealed an unexpectedly high-affinity binding between methotrexate and <i>GALE</i> (binding energy = -10.4 kcal/mol), which exceeded its binding affinity for the classical target <i>TYMS</i> (-7.5 kcal/mol). Molecular dynamics simulations further confirmed the stable binding conformation of the protein-ligand complexes. This study provides mechanistic insights into how the <i>Eubacterium eligens</i> group influences atopic dermatitis through vitamin precursor-mediated systemic immune modulation and identifies <i>GALE</i> as a novel therapeutic target. The findings provide mechanistic insights into the gut-skin axis and support developing precision medicine approaches integrating microbiome interventions with targeted pharmacotherapy for AD management.</p><p><strong>Importance: </strong>Genetic-level evidence of gut microbiota causality in atopic dermatitis: this study established a causal relationship between specific gut microbiota and the risk of atopic dermatitis at the genetic level, providing strong genetic evidence for the \"gut-skin axis\" theory. GALE is identified as a novel therapeutic target with redefined methotrexate mechanism: molecular docking study unexpectedly found that GALE binding affinity of MTX was significantly higher than that of its classical target TYMS, suggesting that GALE may be an important but previously unrecognized target of MTX in the treatment of AD. Multi-omics integration framework reveals increased keratinocyte heterogeneity: integrating single-cell RNA sequencing and computational pharmacology provided a cellular and molecular basis for understanding the characteristics of chronicity and","PeriodicalId":18819,"journal":{"name":"mSystems","volume":"11 1","pages":"e0140325"},"PeriodicalIF":4.6,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12817900/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146011385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20Epub Date: 2025-12-08DOI: 10.1128/msystems.00786-25
Reinhard Beyer, Isabella Zangl, Bernhard Seidl, Ildiko-Julia Pap, Michaela Lackner, Joseph Strauss, Birgit Willinger, Christoph Schüller
<p><p>Fungi associated with humans include several <i>Candida</i> species that rely on phenotypic plasticity for persistence and pathogenicity. Key adaptive traits, such as adherence, stress resistance, and biofilm formation, enable survival in diverse host niches. However, the degree of intra- and interspecific phenotypic variation across human-associated <i>Candida</i> species has not been systematically characterized. We analyzed 1,366 clinical isolates representing 13 <i>Candida</i> species using high-throughput quantitative fitness profiling under controlled environmental stressors, antifungal exposure, and biofilm-inducing conditions. The resulting data set revealed both conserved and species-specific adaptive signatures. Isolates consistently segregated into three phenotypic archetypes: heat-resistant fast growers, osmo-sensitive strains, and slow growers. A robust inverse correlation was detected between basal growth rate and stress resistance, reflecting a fundamental physiological trade-off. In addition, distinct resistance profiles against antifungal agents and environmental stressors highlighted species-specific adaptive trajectories and ecological specialization. Despite genetic homogeneity, <i>C. parapsilosis</i> isolates displayed striking phenotypic heterogeneity. By contrast, the closely related <i>C. albicans</i> and <i>C. dubliniensis</i> exhibited divergent stress-response profiles. High-resolution fitness mapping of <i>C. glabrata</i> isolates revealed that temperature stress progressively disrupts multiple cellular functions, whereas osmotic stress exerts more discrete, pathway-specific effects. Our systematic phenotypic landscape analysis delineates conserved versus species-specific adaptive properties among human-associated <i>Candida</i> species, providing a comparative framework to interrogate evolutionary trends, ecological specialization, and pathogenic potential.</p><p><strong>Importance: </strong>Human-associated fungi include multiple <i>Candida</i> species whose persistence relies on phenotypic plasticity enabling adherence, stress resistance, and biofilm formation. Yet, the extent of phenotypic variation within and across species remains poorly defined. We profiled 1,366 clinical isolates from 13 <i>Candida</i> species using high-throughput quantitative fitness assays under environmental stress, antifungal exposure, and biofilm-inducing conditions. The analysis uncovered both conserved and species-specific adaptive traits. Isolates segregated into three major phenotypic archetypes: heat-resistant fast growers, osmo-sensitive strains, and slow growers. A consistent inverse correlation emerged between basal growth rate and stress resistance, revealing a fundamental physiological trade-off. Species-specific resistance signatures further reflected ecological specialization and divergent adaptive trajectories. Our quantitative framework establishes, for the first time, a comparative phenotypic landscape across a multis
{"title":"Distinct properties of human pathogenic <i>Candida</i> species revealed by systematic comparative phenotypic screening of clinical isolates.","authors":"Reinhard Beyer, Isabella Zangl, Bernhard Seidl, Ildiko-Julia Pap, Michaela Lackner, Joseph Strauss, Birgit Willinger, Christoph Schüller","doi":"10.1128/msystems.00786-25","DOIUrl":"10.1128/msystems.00786-25","url":null,"abstract":"<p><p>Fungi associated with humans include several <i>Candida</i> species that rely on phenotypic plasticity for persistence and pathogenicity. Key adaptive traits, such as adherence, stress resistance, and biofilm formation, enable survival in diverse host niches. However, the degree of intra- and interspecific phenotypic variation across human-associated <i>Candida</i> species has not been systematically characterized. We analyzed 1,366 clinical isolates representing 13 <i>Candida</i> species using high-throughput quantitative fitness profiling under controlled environmental stressors, antifungal exposure, and biofilm-inducing conditions. The resulting data set revealed both conserved and species-specific adaptive signatures. Isolates consistently segregated into three phenotypic archetypes: heat-resistant fast growers, osmo-sensitive strains, and slow growers. A robust inverse correlation was detected between basal growth rate and stress resistance, reflecting a fundamental physiological trade-off. In addition, distinct resistance profiles against antifungal agents and environmental stressors highlighted species-specific adaptive trajectories and ecological specialization. Despite genetic homogeneity, <i>C. parapsilosis</i> isolates displayed striking phenotypic heterogeneity. By contrast, the closely related <i>C. albicans</i> and <i>C. dubliniensis</i> exhibited divergent stress-response profiles. High-resolution fitness mapping of <i>C. glabrata</i> isolates revealed that temperature stress progressively disrupts multiple cellular functions, whereas osmotic stress exerts more discrete, pathway-specific effects. Our systematic phenotypic landscape analysis delineates conserved versus species-specific adaptive properties among human-associated <i>Candida</i> species, providing a comparative framework to interrogate evolutionary trends, ecological specialization, and pathogenic potential.</p><p><strong>Importance: </strong>Human-associated fungi include multiple <i>Candida</i> species whose persistence relies on phenotypic plasticity enabling adherence, stress resistance, and biofilm formation. Yet, the extent of phenotypic variation within and across species remains poorly defined. We profiled 1,366 clinical isolates from 13 <i>Candida</i> species using high-throughput quantitative fitness assays under environmental stress, antifungal exposure, and biofilm-inducing conditions. The analysis uncovered both conserved and species-specific adaptive traits. Isolates segregated into three major phenotypic archetypes: heat-resistant fast growers, osmo-sensitive strains, and slow growers. A consistent inverse correlation emerged between basal growth rate and stress resistance, revealing a fundamental physiological trade-off. Species-specific resistance signatures further reflected ecological specialization and divergent adaptive trajectories. Our quantitative framework establishes, for the first time, a comparative phenotypic landscape across a multis","PeriodicalId":18819,"journal":{"name":"mSystems","volume":" ","pages":"e0078625"},"PeriodicalIF":4.6,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12817934/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145701033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}