Jiye Kwon, Maria A Correa, Yong Kong, William Pelletiers, Martina Wade, Danyel Olson, Melinda M Pettigrew
{"title":"艰难梭菌毒素产生和毒素基因存在的微生物组特征:霰弹枪宏基因组方法。","authors":"Jiye Kwon, Maria A Correa, Yong Kong, William Pelletiers, Martina Wade, Danyel Olson, Melinda M Pettigrew","doi":"10.1128/msphere.00435-25","DOIUrl":null,"url":null,"abstract":"<p><p><i>Clostridioides difficile</i> is an opportunistic gastrointestinal pathogen capable of asymptomatic colonization and causes diseases ranging from diarrhea to pseudomembranous colitis. Accurate diagnosis of <i>C. difficile</i> infection (CDI) is challenging and critical for treatment and control. We hypothesized that gut microbiome profiles could help distinguish <i>C. difficile</i> colonized patients with diarrhea from those with true CDI. We analyzed 172 stool samples from individuals who tested glutamate dehydrogenase positive for <i>C. difficile</i>. Participants were categorized by toxin status (i.e., toxin positive or negative) and then further classified into three toxin groups based on the production of toxin, and if not produced, whether the <i>C. difficile</i> strain carried toxin-encoding genes. We examined associations between patient characteristics, prior antibiotics exposure, microbiome community structure and function, and toxin categories. Thirty-five percent of toxin-negative participants received antibiotics despite not meeting the criteria for true CDI. <i>Enterococcus</i> species were abundant in all groups. The relative abundance of <i>E. faecalis</i> was higher among individuals with prior antibiotics exposure. Alpha and beta diversity did not differ by toxin group. After controlling for prior antibiotics exposure and previous CDI episode, the abundance of <i>Akkermansia muciniphila, Flavonifractor plautii</i>, and <i>Bifidobacterium adolescentis</i> distinguished individuals with toxin-positive <i>C. difficile. C. difficile</i> abundance did not differentiate participants with true CDI from those who were colonized. We identified associations between the gut microbiome and <i>C. difficile</i> toxin gene presence and toxin production. These results highlight the potential for microbiome-informed diagnostics to improve CDI accuracy and guide treatment decisions.IMPORTANCE<i>Clostridioides difficile</i> colonizes humans and causes diarrhea in community and hospital settings. <i>C. difficile</i> infection (CDI) is a toxin-mediated disease, and its diagnosis is challenging. The goal of this study was to determine whether differences in the gut microbiome could help distinguish between colonized individuals and those with CDI. We examined stool samples and data from 172 individuals categorized into three groups based on the detection of toxin and, if not detected, whether toxin-encoding genes were present in the <i>C. difficile</i> strain. We identified bacteria, such as <i>Enterococcus faecalis</i>, that were more abundant in people who had used antibiotics. While the diversity of the gut microbiome did not differ by toxin group, specific gut bacteria, antibiotic resistance genes, and metabolic pathways were associated with toxin group. Our findings suggest that considering the full gut microbiome and factors like past antibiotic use could help improve the diagnosis and treatment of CDI.</p>","PeriodicalId":19052,"journal":{"name":"mSphere","volume":" ","pages":"e0043525"},"PeriodicalIF":3.1000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Microbiome signatures of <i>Clostridioides difficile</i> toxin production and toxin gene presence: a shotgun metagenomic approach.\",\"authors\":\"Jiye Kwon, Maria A Correa, Yong Kong, William Pelletiers, Martina Wade, Danyel Olson, Melinda M Pettigrew\",\"doi\":\"10.1128/msphere.00435-25\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><i>Clostridioides difficile</i> is an opportunistic gastrointestinal pathogen capable of asymptomatic colonization and causes diseases ranging from diarrhea to pseudomembranous colitis. Accurate diagnosis of <i>C. difficile</i> infection (CDI) is challenging and critical for treatment and control. We hypothesized that gut microbiome profiles could help distinguish <i>C. difficile</i> colonized patients with diarrhea from those with true CDI. We analyzed 172 stool samples from individuals who tested glutamate dehydrogenase positive for <i>C. difficile</i>. Participants were categorized by toxin status (i.e., toxin positive or negative) and then further classified into three toxin groups based on the production of toxin, and if not produced, whether the <i>C. difficile</i> strain carried toxin-encoding genes. We examined associations between patient characteristics, prior antibiotics exposure, microbiome community structure and function, and toxin categories. Thirty-five percent of toxin-negative participants received antibiotics despite not meeting the criteria for true CDI. <i>Enterococcus</i> species were abundant in all groups. The relative abundance of <i>E. faecalis</i> was higher among individuals with prior antibiotics exposure. Alpha and beta diversity did not differ by toxin group. After controlling for prior antibiotics exposure and previous CDI episode, the abundance of <i>Akkermansia muciniphila, Flavonifractor plautii</i>, and <i>Bifidobacterium adolescentis</i> distinguished individuals with toxin-positive <i>C. difficile. C. difficile</i> abundance did not differentiate participants with true CDI from those who were colonized. We identified associations between the gut microbiome and <i>C. difficile</i> toxin gene presence and toxin production. These results highlight the potential for microbiome-informed diagnostics to improve CDI accuracy and guide treatment decisions.IMPORTANCE<i>Clostridioides difficile</i> colonizes humans and causes diarrhea in community and hospital settings. <i>C. difficile</i> infection (CDI) is a toxin-mediated disease, and its diagnosis is challenging. The goal of this study was to determine whether differences in the gut microbiome could help distinguish between colonized individuals and those with CDI. We examined stool samples and data from 172 individuals categorized into three groups based on the detection of toxin and, if not detected, whether toxin-encoding genes were present in the <i>C. difficile</i> strain. We identified bacteria, such as <i>Enterococcus faecalis</i>, that were more abundant in people who had used antibiotics. While the diversity of the gut microbiome did not differ by toxin group, specific gut bacteria, antibiotic resistance genes, and metabolic pathways were associated with toxin group. Our findings suggest that considering the full gut microbiome and factors like past antibiotic use could help improve the diagnosis and treatment of CDI.</p>\",\"PeriodicalId\":19052,\"journal\":{\"name\":\"mSphere\",\"volume\":\" \",\"pages\":\"e0043525\"},\"PeriodicalIF\":3.1000,\"publicationDate\":\"2025-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"mSphere\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1128/msphere.00435-25\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"mSphere","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1128/msphere.00435-25","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
Microbiome signatures of Clostridioides difficile toxin production and toxin gene presence: a shotgun metagenomic approach.
Clostridioides difficile is an opportunistic gastrointestinal pathogen capable of asymptomatic colonization and causes diseases ranging from diarrhea to pseudomembranous colitis. Accurate diagnosis of C. difficile infection (CDI) is challenging and critical for treatment and control. We hypothesized that gut microbiome profiles could help distinguish C. difficile colonized patients with diarrhea from those with true CDI. We analyzed 172 stool samples from individuals who tested glutamate dehydrogenase positive for C. difficile. Participants were categorized by toxin status (i.e., toxin positive or negative) and then further classified into three toxin groups based on the production of toxin, and if not produced, whether the C. difficile strain carried toxin-encoding genes. We examined associations between patient characteristics, prior antibiotics exposure, microbiome community structure and function, and toxin categories. Thirty-five percent of toxin-negative participants received antibiotics despite not meeting the criteria for true CDI. Enterococcus species were abundant in all groups. The relative abundance of E. faecalis was higher among individuals with prior antibiotics exposure. Alpha and beta diversity did not differ by toxin group. After controlling for prior antibiotics exposure and previous CDI episode, the abundance of Akkermansia muciniphila, Flavonifractor plautii, and Bifidobacterium adolescentis distinguished individuals with toxin-positive C. difficile. C. difficile abundance did not differentiate participants with true CDI from those who were colonized. We identified associations between the gut microbiome and C. difficile toxin gene presence and toxin production. These results highlight the potential for microbiome-informed diagnostics to improve CDI accuracy and guide treatment decisions.IMPORTANCEClostridioides difficile colonizes humans and causes diarrhea in community and hospital settings. C. difficile infection (CDI) is a toxin-mediated disease, and its diagnosis is challenging. The goal of this study was to determine whether differences in the gut microbiome could help distinguish between colonized individuals and those with CDI. We examined stool samples and data from 172 individuals categorized into three groups based on the detection of toxin and, if not detected, whether toxin-encoding genes were present in the C. difficile strain. We identified bacteria, such as Enterococcus faecalis, that were more abundant in people who had used antibiotics. While the diversity of the gut microbiome did not differ by toxin group, specific gut bacteria, antibiotic resistance genes, and metabolic pathways were associated with toxin group. Our findings suggest that considering the full gut microbiome and factors like past antibiotic use could help improve the diagnosis and treatment of CDI.
期刊介绍:
mSphere™ is a multi-disciplinary open-access journal that will focus on rapid publication of fundamental contributions to our understanding of microbiology. Its scope will reflect the immense range of fields within the microbial sciences, creating new opportunities for researchers to share findings that are transforming our understanding of human health and disease, ecosystems, neuroscience, agriculture, energy production, climate change, evolution, biogeochemical cycling, and food and drug production. Submissions will be encouraged of all high-quality work that makes fundamental contributions to our understanding of microbiology. mSphere™ will provide streamlined decisions, while carrying on ASM''s tradition for rigorous peer review.