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Sun, Wei

Mayo Clinic

Fred Hutch Cancer Center

Citations 2

Spatial multi-omics and single-cell transcriptomics uncover senescence-associated cellular programs during colon adenoma to cancer progression
Yu, Ming , Xie, Yumo , Allen, Lena, Carter, Kelly , Donato, Elizabeth , Cheng, Lingxin , Kendziorski, Christina , Hall, Lance T. , Marzo, Angelo M. De , Hicks, Jessica, Reddi, Deepti , Sun, Wei, Matkowskyj, Kristina A , De Marzo, Angelo M , Newell, Evan W , Grady, William M , Carter, Kelly , Reddi, Deepti , Sun, Wei, Grady, William M.

No container title available | August 7, 2026 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.64898/2026.08.06.743310 Get It

Abstract Colorectal cancer develops through a normal-adenoma-carcinoma sequence, yet only 5-10% of adenomas progress to malignancy, and the cellular programs governing that sequence remain poorly defined. Here we generate a spatial multi-omics atlas of human colon adenomas, combining Visium CytAssist and protein co-detection across 24 nonadvanced and advanced tubular adenomas with single-cell resolution Xenium Prime 5K profiling of 101 patient-matched normal, adenoma, and carcinoma cores from 16 patients. Integrating whole-transcriptome and 31-plex protein data identifies nine spatial clusters and two dysplastic epithelial populations that co-express stemness, proliferation, and senescence programs. These programs occupy a shared, spatially confined epithelial niche that expands from adenoma to carcinoma. Spatial analysis revealed GDF15, a senescence-associated secretory factor, mediated the coupling between senescence and stemness in advanced adenomas, and that GDF15-high epithelium locally excludes CD8+ T cells in adenoma and, more broadly, in carcinoma. These findings position senescence as a spatially instructive rather than merely tumor-suppressive program during colorectal carcinogenesis and suggest GDF15 might be a potential candidate target for cancer prevention and interception in the colon.
Tumor mutational and microbial profiles of early-onset and later-onset colorectal cancers according to detailed tumor location: an international pooled analysis
Ugai, Tomotaka, Ugai, Satoko , Qu, Conghui, Toland, Amanda E., French, Amy J. , Gsur, Andrea , Chan, Andrew T., Guelpen, Bethany van, Lynch, Brigid, Um, Caroline Y., Newton, Christina, Thomas, Claire E., Buchanan, Daniel D., Drew, David, Goode, Ellen L., Aglago, Elom K., Brenner, Hermann, Figueiredo, Jane C., Huyghe, Jeroen R., Nowak, Jonathan A., Doheny, Kimberly F., Hsu, Li, Boardman, Lisa, Gunter, Marc J., Giannakis, Marios, Jenkins, Mark A., Obon-Santacana, Mereia, Hoffmeister, Michael, Song, Mingyang, Murphy, Neil, Campbell, Peter T., He, Qianchuan, Trinh, Quang M., Pai, Rish K. , Steinfelder, Robert S. , Berndt, Sonja I., Gruber, Stephen B., Gallinger, Steven, Zaidi, Syed H., Hudson, Thomas J., Moreno, Victor, Sun, Wei, Huang, Wen-Yi, Lin, Yi, Cao, Yin, Peters, Ulrike, Hullar, Meredith, Phipps, Amanda I., Ugai, Tomotaka , Chen, Yu , Qu, Conghui , Chan, Andrew T , Um, Caroline Y. , Thomas, Claire E. , Buchanan, Daniel D. , Drew, David A. , Aglago, Elom K. , Brenner, Hermann , Figueiredo, Jane C. , Huyghe, Jeroen R. , Nowak, Jonathan A. , Doheny, Kimberly F. , Gunter, Marc J. , Giannakis, Marios , Jenkins, Mark A. , Obón‐Santacana, Mireia , Hoffmeister, Michael , Murphy, Neil , Georgeson, Peter , Campbell, Peter T., Trinh, Quang M. , Berndt, Sonja I. , Brezina, Stefanie , Gruber, Stephen B. , Gallinger, Steven , Zaidi, Syed H., Harrison, Tabitha A. , Hudson, Thomas J , Moreno, Victor , Sun, Wei, Huang, Wen‐Yi , Wang, Xiaoliang , Lin, Yi, Peters, Ulrike , Hullar, Meredith A.J. , Phipps, Amanda I. , Ogino, Shuji

International Journal of Surgery | May 6, 2026 | Volume: 112 | Issue: 5 | Pages: 11070-11085

10.1097/js9.0000000000003877 Get It

Background: Considering the pathophysiological importance of the intestine-passing microbiota, we hypothesized that the mutational and microbial profiles of colorectal cancer might gradually change along detailed anatomical locations and that these trends might differ by the age of diagnosis and the microsatellite instability (MSI) status. Methods: We assessed somatic mutations and selected bacterial species in colorectal carcinomas along the cecum, ascending colon, transverse colon, descending colon, sigmoid colon, and rectum, utilizing targeted sequencing data ( N = 5685) from the Genetics and Epidemiology of Colorectal Cancer Consortium and tissue microbial data ( N = 1389) from the Health Professionals Follow-up Study and Nurses’ Health Study. Results: There were decreasing trends from the cecum to rectum in the prevalence of gene mutations in the IGF/PI3K, receptor tyrosine kinase (RTK)/RAS, TGFB, and WNT signaling pathways (all P trend < 0.0001), as well as high levels of Bacteroides fragilis ( P trend < 0.0001) and high levels of Fusobacterium nucleatum ( P trend = 0.0029) (but not enterotoxigenic Bacteroides fragilis or pks+ Escherichia coli ). Conversely, TP53 pathway mutations showed an increasing cecum-to-rectum trend ( P trend < 0.0001). Similar to later-onset cases diagnosed at ages 50 years and older, in early-onset cases diagnosed under the age of 50 years, we found generally decreasing cecum-to-rectum trends of IGF/PI3K, RTK/RAS, TGFB, and WNT pathway mutations and an increasing cecum-to-rectum trend in TP53 pathway mutations. By contrast, the cecum-to-rectum prevalence-changing trends in IGF/PI3K, RTK/RAS, TGFB, and TP53 pathway mutations were present in non–MSI-high tumors but not in MSI-high tumors (all P interaction < 0.0052). Conclusion: Non–MSI-high colorectal cancers exhibited decreasing cecum-to-rectum trends of IGF/PI3K, RTK/RAS, and TGFB pathway mutations (and an increasing trend of TP53 pathway mutations), in contrast to MSI-high tumors that demonstrated no such trends. Our study highlights the importance of detailed colorectal subsite information combined with tumor molecular and microbial characteristics in colorectal cancer research.