{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,15]],"date-time":"2026-10-15T02:03:48Z","timestamp":1792029828720,"version":"4.4.0"},"reference-count":85,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,7,27]],"date-time":"2026-07-27T00:00:00Z","timestamp":1785110400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Microbiol."],"abstract":"<jats:sec>\n                    <jats:title>Purpose<\/jats:title>\n                    <jats:p>Individuals with cardiometabolic disease (CMD) often exhibit decreased microbial alpha diversity and\/or differences in beta diversity indices than those without CMD. However, it is unclear if these compositional changes in the gut microbiome are a cause or a consequence of CMD. Research suggests individual bacterial species act as drivers of disease, inducing shifts in microbial community and host metabolism. During this process, large-scale compositional changes can develop secondarily, obscuring the original microbial drivers. This study aimed to characterize the gut microbiota of healthy individuals compared to those with early risk factors for CMD to determine whether specific microbial taxa and community associations exist with early stages of hypertension, vascular dysfunction, dyslipidemia, and overweight\/obesity.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Procedure<\/jats:title>\n                    <jats:p>Baseline anthropometric, physiological, and gut microbiome data from three clinical studies previously conducted by our research groups were compiled and re-analyzed.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      No differences in alpha and\/or beta diversity were observed across CMD parameters. Through a consensus-based differential abundance analysis, we observed that several health-related taxa decreased as CMD levels increased, including\n                      <jats:italic>Akkermansia, Bacteroides, Bifidobacterium, Blautia, Eubacterium, Lachnospiraceae, Oscillospiraceae, Prevotella, Roseburia,<\/jats:italic>\n                      and\n                      <jats:italic>Ruminococcus.<\/jats:italic>\n                      Furthermore, co-occurrence networks of individuals with elevated cardiometabolic parameters showed lower clustering coefficients, higher path lengths, lower degrees, higher modularity, and higher negative cohesion than those with normal parameters.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Implications<\/jats:title>\n                    <jats:p>The loss of health-associated gut microbiota, along with decreased network connectivity and increased network fragmentation, may play a role in the progression of CMD.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fmicb.2026.1790805","type":"journal-article","created":{"date-parts":[[2026,7,27]],"date-time":"2026-07-27T14:58:17Z","timestamp":1785164297000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Gut microbiome dynamics and cardiometabolic disease progression: evidence from a secondary data analysis of pooled clinical datasets"],"prefix":"10.3389","volume":"17","author":[{"given":"Scott D.","family":"Wrigley","sequence":"first","affiliation":[{"name":"Intestinal Health Lab, Department of Food Science and Human Nutrition, Colorado State University","place":["Fort Collins, CO, United States"]},{"name":"Integrative Cardiovascular Physiology Lab, Department of Food Science and Human Nutrition, Colorado State University","place":["Fort Collins, CO, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sarah A.","family":"Johnson","sequence":"additional","affiliation":[{"name":"Department of Health, Nutrition, and Food Sciences, Florida State University","place":["Tallahassee, FL, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christopher L.","family":"Gentile","sequence":"additional","affiliation":[{"name":"Integrative Cardiovascular Physiology Lab, Department of Food Science and Human Nutrition, Colorado State University","place":["Fort Collins, CO, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tiffany L.","family":"Weir","sequence":"additional","affiliation":[{"name":"Intestinal Health Lab, Department of Food Science and Human Nutrition, Colorado State University","place":["Fort Collins, CO, United States"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,7,27]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1186\/s12859-025-06083-7","article-title":"Cross-validation for training and testing co-occurrence network inference algorithms","volume":"26","author":"Agyapong","year":"2025","journal-title":"BMC Bioinformatics."},{"key":"ref2","doi-asserted-by":"publisher","first-page":"e120","DOI":"10.1161\/CIR.0000000000000758","article-title":"The American Heart Association 2030 impact goal: a presidential advisory from the American Heart Association","volume":"141","author":"Angell","year":"2020","journal-title":"Circulation"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"450","DOI":"10.1038\/s41586-025-09854-7","article-title":"Gut micro-organisms associated with health, nutrition and dietary interventions","volume":"650","author":"Asnicar","year":"2025","journal-title":"Nature"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"S1","DOI":"10.1016\/S0167-5273(15)31026-3","article-title":"Global burden of CVD: focus on secondary prevention of cardiovascular disease","volume":"201","author":"Bansilal","year":"2015","journal-title":"Int. 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