{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T15:04:55Z","timestamp":1781103895515,"version":"3.54.1"},"reference-count":34,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T00:00:00Z","timestamp":1773619200000},"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. Immunol."],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Ulcerative colitis (UC) arises from complex crosstalk between gut microbiota, epithelial barrier integrity, and inflammatory cell death, yet causal mediators along this axis remain poorly defined. We aimed to delineate microbiota\u2013pyroptosis\u2013UC pathways and functionally validate key effectors, with a focus on KLF4.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>A multistage framework integrating genome-wide association studies of gut microbiota (MiBioGen), plasma proteomics (deCODE), and UC (UK Biobank) was constructed to perform two-sample Mendelian randomization (MR). Pyroptosis-related proteins were screened for causal associations with UC, followed by MR of UC-associated microbial taxa on these proteins and two-step mediation analysis. KLF4 was further evaluated using bulk and single-cell transcriptomic datasets, including virtual knockout network perturbation. Its clinical relevance was tested in two cohorts of UC patients receiving anti-TNF-\u03b1 therapy. Finally, the KLF4 function was validated in a dextran sulfate sodium (DSS)-induced colitis model with systemic AAV9-mediated KLF4 overexpression.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>MR identified 35 pyroptosis-related plasma proteins and 23 microbial taxa with putative causal effects on UC. Mediation analysis highlighted MAPK11, PTEN, and KLF4 as dominant intermediates linking specific taxa to UC risk. KLF4 was consistently downregulated in UC, and low KLF4 expression was associated with enrichment of pro-inflammatory and immune-activation signatures. Higher mucosal KLF4 levels predicted response to anti-TNF-\u03b1 therapy with moderate discriminatory performance. In DSS-induced colitis, KLF4 overexpression mitigated weight loss and disease activity, preserved colon length, improved histology, and reduced myeloperoxidase activity. KLF4 restored Claudin-1, Occludin, and Zo-1; suppressed Claudin-2; decreased intestinal permeability; limited gasdermin-D (GSDMD) cleavage; lowered IL-1\u03b2\/IL-18 levels; and reshaped splenic leukocyte composition.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Our integrative genetic and experimental data position KLF4 as a central node in a gut microbiota\u2013pyroptosis\u2013barrier axis in UC, supporting KLF4 as a promising biomarker and therapeutic target for the precision management of UC.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fimmu.2026.1773990","type":"journal-article","created":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T05:23:00Z","timestamp":1773638580000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["Integrative Mendelian randomization and experimental validation prioritize KLF4 in the gut microbiota\u2013pyroptosis\u2013barrier axis of ulcerative colitis"],"prefix":"10.3389","volume":"17","author":[{"given":"Wenya","family":"Zhu","sequence":"first","affiliation":[{"name":"Department of Geriatric, Chinese People's Liberation Army (PLA) General Hospital, The Sixth Medical Center","place":["Beijing, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoxu","family":"Jin","sequence":"additional","affiliation":[{"name":"Postdoctoral Research Mobile Station of Clinical Medicine, The Second Hospital of Hebei Medical University","place":["Shijiazhuang, China"]},{"name":"Department of Gastroenterology, The Second Hospital of Hebei Medical University, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases","place":["Shijiazhuang, Hebei, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaofeng","family":"Guo","sequence":"additional","affiliation":[{"name":"Department of Gastroenterology, Shanxi Provincial People\u2019s Hospital","place":["Taiyuan, Shanxi, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Gao","sequence":"additional","affiliation":[{"name":"Department of Gastroenterology, Shanxi Provincial People\u2019s Hospital","place":["Taiyuan, Shanxi, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,3,16]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(16)32126-2","article-title":"Ulcerative colitis","volume":"389","author":"Ungaro","year":"2017","journal-title":"Lancet"},{"key":"B2","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1038\/s41572-020-0205-x","article-title":"Ulcerative 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