MicrobiomePub Date : 2025-02-15DOI: 10.1186/s40168-025-02056-3
Haiyuan Cai, Christopher J McLimans, Helong Jiang, Feng Chen, Lee R Krumholz, K David Hambright
{"title":"Correction: Aerobic anoxygenic phototrophs play important roles in nutrient cycling within cyanobacterial Microcystis bloom microbiomes.","authors":"Haiyuan Cai, Christopher J McLimans, Helong Jiang, Feng Chen, Lee R Krumholz, K David Hambright","doi":"10.1186/s40168-025-02056-3","DOIUrl":"10.1186/s40168-025-02056-3","url":null,"abstract":"","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"53"},"PeriodicalIF":13.8,"publicationDate":"2025-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11829547/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143425827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
MicrobiomePub Date : 2025-02-12DOI: 10.1186/s40168-024-02016-3
Nelly Schropp, Alexander Bauer, Virginie Stanislas, Kun D Huang, Till-Robin Lesker, Agata Anna Bielecka, Till Strowig, Karin B Michels
{"title":"The impact of regular sauerkraut consumption on the human gut microbiota: a crossover intervention trial.","authors":"Nelly Schropp, Alexander Bauer, Virginie Stanislas, Kun D Huang, Till-Robin Lesker, Agata Anna Bielecka, Till Strowig, Karin B Michels","doi":"10.1186/s40168-024-02016-3","DOIUrl":"10.1186/s40168-024-02016-3","url":null,"abstract":"<p><strong>Background: </strong>Sauerkraut is a fermented food that has been suspected to have a beneficial impact on the gut microbiome, but scientific evidence is sparse. In this crossover intervention trial with 87 participants (DRKS00027007), we investigated the impact of daily consumption of fresh or pasteurized sauerkraut for 4 weeks on gut microbial composition and the metabolome in a healthy study population.</p><p><strong>Results: </strong>Using shotgun metagenomic sequencing, we observed changes in single bacterial species following fresh and pasteurized sauerkraut consumption. More pronounced changes were observed in the pasteurized sauerkraut intervention arm. Only pasteurized sauerkraut consumption increased serum short-chain fatty acids (SCFAs).</p><p><strong>Conclusions: </strong>The gut microbiome of healthy individuals is rather resilient to short-term dietary interventions even though single species might be affected by sauerkraut consumption. Video Abstract.</p>","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"52"},"PeriodicalIF":13.8,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11817299/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143408575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
MicrobiomePub Date : 2025-02-11DOI: 10.1186/s40168-024-02015-4
Luman Wang, Caitlin M A Simopoulos, Joeselle M Serrana, Zhibin Ning, Yutong Li, Boyan Sun, Jinhui Yuan, Daniel Figeys, Leyuan Li
{"title":"PhyloFunc: phylogeny-informed functional distance as a new ecological metric for metaproteomic data analysis.","authors":"Luman Wang, Caitlin M A Simopoulos, Joeselle M Serrana, Zhibin Ning, Yutong Li, Boyan Sun, Jinhui Yuan, Daniel Figeys, Leyuan Li","doi":"10.1186/s40168-024-02015-4","DOIUrl":"10.1186/s40168-024-02015-4","url":null,"abstract":"<p><strong>Background: </strong>Beta-diversity is a fundamental ecological metric for exploring dissimilarities between microbial communities. On the functional dimension, metaproteomics data can be used to quantify beta-diversity to understand how microbial community functional profiles vary under different environmental conditions. Conventional approaches to metaproteomic functional beta-diversity often treat protein functions as independent features, ignoring the evolutionary relationships among microbial taxa from which different proteins originate. A more informative functional distance metric that incorporates evolutionary relatedness is needed to better understand microbiome functional dissimilarities.</p><p><strong>Results: </strong>Here, we introduce PhyloFunc, a novel functional beta-diversity metric that incorporates microbiome phylogeny to inform on metaproteomic functional distance. Leveraging the phylogenetic framework of weighted UniFrac distance, PhyloFunc innovatively utilizes branch lengths to weigh between-sample functional distances for each taxon, rather than differences in taxonomic abundance as in weighted UniFrac. Proof of concept using a simulated toy dataset and a real dataset from mouse inoculated with a synthetic gut microbiome and fed different diets show that PhyloFunc successfully captured functional compensatory effects between phylogenetically related taxa. We further tested a third dataset of complex human gut microbiomes treated with five different drugs to compare PhyloFunc's performance with other traditional distance methods. PCoA and machine learning-based classification algorithms revealed higher sensitivity of PhyloFunc in microbiome responses to paracetamol. We provide PhyloFunc as an open-source Python package (available at https://pypi.org/project/phylofunc/ ), enabling efficient calculation of functional beta-diversity distances between a pair of samples or the generation of a distance matrix for all samples within a dataset.</p><p><strong>Conclusions: </strong>Unlike traditional approaches that consider metaproteomics features as independent and unrelated, PhyloFunc acknowledges the role of phylogenetic context in shaping the functional landscape in metaproteomes. In particular, we report that PhyloFunc accounts for the functional compensatory effect of taxonomically related species. Its effectiveness, ecological relevance, and enhanced sensitivity in distinguishing group variations are demonstrated through the specific applications presented in this study. Video Abstract.</p>","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"50"},"PeriodicalIF":13.8,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11817178/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143399568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
MicrobiomePub Date : 2025-02-11DOI: 10.1186/s40168-025-02028-7
Prabha Chandrasekaran, Máté Krausz, Yu Han, Noriko Mitsuiki, Annemarie Gabrysch, Christina Nöltner, Michele Proietti, Theo Heller, Caroline Grou, Virginie Calderon, Poorani Subramanian, Drew R Jones, Yik Siu, Clayton Deming, Sean Conlan, Steven M Holland, Julia A Segre, Gulbu Uzel, Bodo Grimbacher, Emilia Liana Falcone
{"title":"The intestinal microbiome and metabolome discern disease severity in cytotoxic T-lymphocyte-associated protein 4 deficiency.","authors":"Prabha Chandrasekaran, Máté Krausz, Yu Han, Noriko Mitsuiki, Annemarie Gabrysch, Christina Nöltner, Michele Proietti, Theo Heller, Caroline Grou, Virginie Calderon, Poorani Subramanian, Drew R Jones, Yik Siu, Clayton Deming, Sean Conlan, Steven M Holland, Julia A Segre, Gulbu Uzel, Bodo Grimbacher, Emilia Liana Falcone","doi":"10.1186/s40168-025-02028-7","DOIUrl":"10.1186/s40168-025-02028-7","url":null,"abstract":"<p><strong>Background: </strong>Cytotoxic T-lymphocyte-associated protein 4 deficiency (CTLA4-D) is an inborn error of immunity (IEI) caused by heterozygous mutations, and characterized by immune cell infiltration into the gut and other organs, leading to intestinal disease, immune dysregulation and autoimmunity. While regulatory T-cell dysfunction remains central to CTLA4-D immunopathogenesis, mechanisms driving disease severity and intestinal pathology are unknown but likely involve intestinal dysbiosis. We determined whether the intestinal microbiome and metabolome could distinguish individuals with severe CTLA4-D and identify biomarkers of disease severity.</p><p><strong>Results: </strong>The genera Veillonella and Streptococcus emerged as biomarkers that distinguished CTLA4-D from healthy cohorts from both the National Institutes of Health (NIH) Clinical Center, USA (NIH; CTLA-D, n = 32; healthy controls, n = 16), and a geographically distinct cohort from the Center for Chronic Immunodeficiency (CCI) of the Medical Center - University of Freiburg, Germany (CCI; CTLA4-D, n = 25; healthy controls, n = 24). Since IEIs in general may be associated with perturbations of the microbiota, a disease control cohort of individuals with common variable immunodeficiency (CVID, n = 20) was included to evaluate for a CTLA4-D-specific microbial signature. Despite common IEI-associated microbiome changes, the two bacterial genera retained their specificity as biomarkers for CTLA4-D. We further identified intestinal microbiome and metabolomic signatures that distinguished patients with CTLA4-D having severe vs. mild disease. Microbiome changes were associated with distinct stool metabolomic profiles and predicted changes in metabolic pathways. These differences were impacted by the presence of gastrointestinal manifestations and were partially reversed by treatment with abatacept and/or sirolimus.</p><p><strong>Conclusions: </strong>Loss of intestinal microbial diversity and dysbiosis causing metabolomic changes was observed in CTLA4-D. Albeit some of these features were shared with CVID, the distinct changes associated with CTLA4-D highlight the fact that IEI-associated microbiome changes likely reflect the underlying immune dysregulation. Identified candidate intestinal microbial and metabolic biomarkers distinguishing individuals with CTLA4-D based on severity should be studied prospectively to determine their predictive value, and investigated as potential therapeutic ta. Video Abstract.</p>","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"51"},"PeriodicalIF":13.8,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11817180/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143399517","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
MicrobiomePub Date : 2025-02-10DOI: 10.1186/s40168-024-02021-6
Qiyao Liu, Muhammad Akhtar, Na Kong, Rumeng Zhang, Yue Liang, Yaqian Gu, Danyi Yang, Abdallah A Nafady, Deshi Shi, Abdur Rahman Ansari, El-Sayed M Abdel-Kafy, Syed Umair-Ali-Shah Naqvi, Huazhen Liu
{"title":"Early fecal microbiota transplantation continuously improves chicken growth performance by inhibiting age-related Lactobacillus decline in jejunum.","authors":"Qiyao Liu, Muhammad Akhtar, Na Kong, Rumeng Zhang, Yue Liang, Yaqian Gu, Danyi Yang, Abdallah A Nafady, Deshi Shi, Abdur Rahman Ansari, El-Sayed M Abdel-Kafy, Syed Umair-Ali-Shah Naqvi, Huazhen Liu","doi":"10.1186/s40168-024-02021-6","DOIUrl":"10.1186/s40168-024-02021-6","url":null,"abstract":"<p><strong>Background: </strong>At an early age, chickens commonly exhibit a rise in the average daily gain, which declines as they age. Further studies indicated that the decrease in chicken growth performance at a later age is closely associated with an age-related decline in Lactobacillus abundance in the small intestines. Whether inhibiting the age-related decline in Lactobacillus in the small intestine by early fecal microbiota transplantation (FMT) could improve chicken growth performance is an interesting question.</p><p><strong>Results: </strong>16S rRNA gene sequencing revealed a higher jejunal Lactobacillus abundance in high body weight chickens in both two different chicken breeds (yellow feather chickens, H vs L, 85.96% vs 55.58%; white feather chickens, H vs L, 76.21% vs 31.47%), which is significantly and positively associated with body and breast/leg muscle weights (P < 0.05). Moreover, the jejunal Lactobacillus abundance declined with age (30 days, 74.04%; 60 days, 50.80%; 120 days, 34.03%) and the average daily gain rose in early age and declined in later age (1 to 30 days, 5.78 g; 30 to 60 days, 9.86 g; 60 to 90 days, 7.70 g; 90 to 120 days, 3.20 g), indicating the age-related decline in jejunal Lactobacillus abundance is closely related to chicken growth performance. Transplanting fecal microbiota from healthy donor chickens with better growth performance and higher Lactobacillus abundance to 1-day-old chicks continuously improved chicken growth performance (Con vs FMT; 30 days, 288.45 g vs 314.15 g, P < 0.05; 60 days, 672.77 g vs 758.15 g, P < 0.01; 90 days, 1146.08 g vs 1404.43 g, P < 0.0001) even after stopping fecal microbiota transplantation at 4th week. Four-week FMT significantly inhibited age-related decline in jejunal Lactobacillus abundance (Con vs FMT, 30 days, 65.07% vs 85.68%, P < 0.01; 60 days, 38.87% vs 82.71%, P < 0.0001 and 90 days, 34.23% vs 60.86%, P < 0.01). Moreover, the numbers of goblet and Paneth cells were also found significantly higher in FMT groups at three time points (P < 0.05). Besides, FMT triggered GH/IGF-1 underlying signaling by significantly increasing the expressions of GH, GHR, and IGF-1 in the liver and IGF-1 and IGF-1R in muscles along age (P < 0.05).</p><p><strong>Conclusion: </strong>These findings revealed that age-related decline in jejunal Lactobacillus abundance compromised chicken growth performance, while early fecal microbiota transplantation continuously improved chicken growth performance by inhibiting age-related jejunal Lactobacillus decline, promoting the integrity of jejunal mucosal barrier and up-regulating the expression level of genes related to growth axis. Video Abstract.</p>","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"49"},"PeriodicalIF":13.8,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11808950/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143391224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
MicrobiomePub Date : 2025-02-07DOI: 10.1186/s40168-025-02034-9
Simone Renwick, Annalee Furst, Mikael Knip, Lars Bode, Jayne S Danska, Emma Allen-Vercoe
{"title":"Modulating the developing gut microbiota with 2'-fucosyllactose and pooled human milk oligosaccharides.","authors":"Simone Renwick, Annalee Furst, Mikael Knip, Lars Bode, Jayne S Danska, Emma Allen-Vercoe","doi":"10.1186/s40168-025-02034-9","DOIUrl":"10.1186/s40168-025-02034-9","url":null,"abstract":"<p><strong>Background: </strong>Synthetic human milk oligosaccharides (HMOs) are used to supplement infant formula despite limited understanding of their impact on the post-weaned developing gut microbiota. Here, we assess the influence of 0.5 g/L 2-fucosyllactose (2'FL) and 4.0 g/L pooled HMOs (pHMOs) on the composition and activity of cultured fecal-derived microbial communities from seven healthy young children.</p><p><strong>Results: </strong>Exposure to pHMOs induced significant shifts in both the microbial community composition and metabolic output, including an increased abundance of several genera, notably Bacteroides, and the production of health-associated metabolites. In contrast, 2'FL alone did not lead to substantial changes in the communities. A total of 330 bacterial isolates, spanning 157 species, were cultured from these communities and individually evaluated for their responses to HMOs. Over 100 non-Bifidobacterium species showed enhanced growth upon pHMOs treatment and a high degree of intraspecies variation in HMO metabolism was observed.</p><p><strong>Conclusion: </strong>Our study provides valuable insight into the health-enhancing properties of HMOs while highlighting the need for future research into the efficacy of incorporating individual structures into infant formula, particularly when aiming to modulate the gut microbiota. Video Abstract.</p>","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"44"},"PeriodicalIF":13.8,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11803978/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143370871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
MicrobiomePub Date : 2025-02-07DOI: 10.1186/s40168-024-02023-4
Yumin Han, Teh Min Teng, Juwon Han, Heenam Stanley Kim
{"title":"Antibiotic-associated changes in Akkermansia muciniphila alter its effects on host metabolic health.","authors":"Yumin Han, Teh Min Teng, Juwon Han, Heenam Stanley Kim","doi":"10.1186/s40168-024-02023-4","DOIUrl":"10.1186/s40168-024-02023-4","url":null,"abstract":"<p><strong>Background: </strong>Altered gut microbiota has emerged as a major contributing factor to the etiology of chronic conditions in humans. Antibiotic exposure, historically dating back to the mass production of penicillin in the early 1940s, has been proposed as a primary contributor to the cumulative alteration of microbiota over generations. However, the mechanistic link between the antibiotics-altered microbiota and chronic conditions remains unclear.</p><p><strong>Results: </strong>In this study, we discovered that variants of the key beneficial gut microbe, Akkermansia muciniphila, were selected upon exposure to penicillin. These variants had mutations in the promoter of a TEM-type β-lactamase gene or pur genes encoding the de novo purine biosynthesis pathway, and they exhibited compromised abilities to mitigate host obesity in a murine model. Notably, variants of A. muciniphila are prevalent in the human microbiome worldwide.</p><p><strong>Conclusions: </strong>These findings highlight a previously unknown mechanism through which antibiotics influence host health by affecting the beneficial capacities of the key gut microbes. Furthermore, the global prevalence of A. muciniphila variants raises the possibility that these variants contribute to global epidemics of chronic conditions, warranting further investigations in human populations. Video Abstract.</p>","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"48"},"PeriodicalIF":13.8,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11804010/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143370867","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
MicrobiomePub Date : 2025-02-07DOI: 10.1186/s40168-025-02043-8
Elizabeth A Kennedy, James S Weagley, Andrew H Kim, Avan Antia, Anna L DeVeaux, Megan T Baldridge
{"title":"Bacterial community assembly of specific pathogen-free neonatal mice.","authors":"Elizabeth A Kennedy, James S Weagley, Andrew H Kim, Avan Antia, Anna L DeVeaux, Megan T Baldridge","doi":"10.1186/s40168-025-02043-8","DOIUrl":"10.1186/s40168-025-02043-8","url":null,"abstract":"<p><strong>Background: </strong>Neonatal mice are frequently used to model diseases that affect human infants. Microbial community composition has been shown to impact disease progression in these models. Despite this, the maturation of the early-life murine microbiome has not been well-characterized. We address this gap by characterizing the assembly of the bacterial microbiota of C57BL/6 and BALB/c litters from birth to adulthood across multiple independent litters.</p><p><strong>Results: </strong>The fecal microbiome of young pups is dominated by only a few pioneering bacterial taxa. These taxa are present at low levels in the microbiota of multiple maternal body sites, precluding a clear identification of maternal source. The pup microbiota begins diversifying after 14 days, coinciding with the beginning of coprophagy and the consumption of solid foods. Pup stool bacterial community composition and diversity are not significantly different from dams from day 21 onwards. Short-read shotgun sequencing-based metagenomic profiling of young pups enabled the assembly of metagenome-assembled genomes for strain-level analysis of these pioneer Ligilactobacillus, Streptococcus, and Proteus species.</p><p><strong>Conclusions: </strong>Assembly of the murine microbiome occurs over the first weeks of postnatal life and is largely complete by day 21. This detailed view of bacterial community development across multiple commonly employed mouse strains informs experimental design, allowing researchers to better target interventions before, during, or after the maturation of the bacterial microbiota. The source of pioneer bacterial strains appears heterogeneous, as the most abundant taxa identified in young pup stool were found at low levels across multiple maternal body sites, suggesting diverse routes for seeding of the murine microbiome. Video Abstract.</p>","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"46"},"PeriodicalIF":13.8,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11804086/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143370868","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Correction: An integrated microbiome- and metabolome-genome-wide association study reveals the role of heritable ruminal microbial carbohydrate metabolism in lactation performance in Holstein dairy cows.","authors":"Chenguang Zhang, Huifeng Liu, Xingwei Jiang, Zhihong Zhang, Xinfeng Hou, Yue Wang, Dangdang Wang, Zongjun Li, Yangchun Cao, Shengru Wu, Sharon A Huws, Junhu Yao","doi":"10.1186/s40168-025-02040-x","DOIUrl":"10.1186/s40168-025-02040-x","url":null,"abstract":"","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":"13 1","pages":"47"},"PeriodicalIF":13.8,"publicationDate":"2025-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11803970/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143370869","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}