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        <datestamp>2026-09-22T17:26:06Z</datestamp>
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          <dc:title>&lt;p&gt;Meta-analysis and revision sensitivity audit.&lt;/p&gt;</dc:title>
          <dc:creator>Yuye Wu (22381971)</dc:creator>
          <dc:creator>Guangjie Li (7588865)</dc:creator>
          <dc:creator>Lixing Jiang (25091171)</dc:creator>
          <dc:creator>Chaohong Zhang (3072666)</dc:creator>
          <dc:creator>Huilong Fang (4512496)</dc:creator>
          <dc:creator>Haiqing Fan (18158982)</dc:creator>
          <dc:subject>Medicine</dc:subject>
          <dc:subject>Cell Biology</dc:subject>
          <dc:subject>Genetics</dc:subject>
          <dc:subject>Immunology</dc:subject>
          <dc:subject>Biological Sciences not elsewhere classified</dc:subject>
          <dc:subject>Mathematical Sciences not elsewhere classified</dc:subject>
          <dc:subject>Cancer</dc:subject>
          <dc:subject>Science Policy</dc:subject>
          <dc:subject>Infectious Diseases</dc:subject>
          <dc:subject>external cohort reproduced</dc:subject>
          <dc:subject>cohort transcriptomic study</dc:subject>
          <dc:subject>bulk biomarkers may</dc:subject>
          <dc:subject>although component assignment</dc:subject>
          <dc:subject>92 ), including</dc:subject>
          <dc:subject>20 &amp;# 8211</dc:subject>
          <dc:subject>00 &amp;# 8211</dc:subject>
          <dc:subject>prespecified heuristic barrier</dc:subject>
          <dc:subject>endothelial barrier direction</dc:subject>
          <dc:subject>requires prospective spatial</dc:subject>
          <dc:subject>restrict immune access</dc:subject>
          <dc:subject>section discovery cohort</dc:subject>
          <dc:subject>retrospective public multi</dc:subject>
          <dc:subject>e4 mutual exclusivity</dc:subject>
          <dc:subject>caf )/ tgf</dc:subject>
          <dc:subject>spatial discovery</dc:subject>
          <dc:subject>public multi</dc:subject>
          <dc:subject>e2 barrier</dc:subject>
          <dc:subject>section identity</dc:subject>
          <dc:subject>direct caf</dc:subject>
          <dc:subject>immune exclusion</dc:subject>
          <dc:subject>vascular programs</dc:subject>
          <dc:subject>urothelial carcinoma</dc:subject>
          <dc:subject>universal two</dc:subject>
          <dc:subject>translation framework</dc:subject>
          <dc:subject>statistically conclusive</dc:subject>
          <dc:subject>results identify</dc:subject>
          <dc:subject>reproduce e2</dc:subject>
          <dc:subject>quartile e2</dc:subject>
          <dc:subject>projected e2</dc:subject>
          <dc:subject>positively correlated</dc:subject>
          <dc:subject>niche architecture</dc:subject>
          <dc:subject>generating mechanism</dc:subject>
          <dc:subject>exploratory fixed</dc:subject>
          <dc:subject>exclusion score</dc:subject>
          <dc:subject>examine whether</dc:subject>
          <dc:subject>enriched program</dc:subject>
          <dc:subject>effects summaries</dc:subject>
          <dc:subject>checkpoint resistance</dc:subject>
          <dc:subject>928 ).</dc:subject>
          <dc:subject>009 ).</dc:subject>
          <dc:description>&lt;div&gt;&lt;p&gt;Immune checkpoint inhibitors benefit only a subset of patients with urothelial carcinoma, and bulk biomarkers may not capture spatially organized stromal and vascular programs that restrict immune access. We performed a retrospective public multi-cohort transcriptomic study to examine whether a cancer-associated fibroblast (CAF)/TGF-beta/endothelial barrier direction is associated with immune exclusion and checkpoint resistance in bladder cancer. GSE171351 was used for spatial discovery, GSE319536 for external spatial recurrence testing, TCGA-BLCA for prognosis-oriented support, and IMvigor210, GSE176307 and GSE328930/DUTRENEO for treatment-response projection. In the four-section discovery cohort, rank-5 non-negative matrix factorization separated an E2 barrier-enriched program from an E4 hypoxic epithelial program, although component assignment was strongly associated with section identity. The external cohort reproduced the direct CAF/TGF-beta/endothelial barrier direction in 22 of 22 sections but did not reproduce E2/E4 mutual exclusivity: projected E2 and E4 were positively correlated (rho = 0.928). In IMvigor210, top-quartile E2-high tumors showed suggestive, but not statistically conclusive, evidence of anti-PD-L1 non-response after full biologic covariate adjustment (OR=2.57, 95% CI 1.00–6.64, p = 0.051; delta AUC = 0.009). A prespecified heuristic barrier-exclusion score was associated with non-response in exploratory fixed- and random-effects summaries (OR=1.52, 95% CI 1.20–1.92), including a sensitivity analysis excluding GSE328930. These results identify a recurrent barrier direction rather than a universal two-niche architecture and support a hypothesis-generating mechanism-to-translation framework that requires prospective spatial and pathology-level validation.&lt;/p&gt;&lt;/div&gt;</dc:description>
          <dc:date>2026-09-22T17:25:44Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Dataset</dc:type>
          <dc:identifier>10.1371/journal.pone.0358043.t006</dc:identifier>
          <dc:relation>https://figshare.com/articles/dataset/_p_Meta-analysis_and_revision_sensitivity_audit_p_/33966986</dc:relation>
          <dc:rights>CC BY 4.0</dc:rights>
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