Dynamic heterogeneity of colorectal cancer during progression revealed clinical risk-associated cell types and regulations in single-cell resolution and spatial context
作者机构:Department of General Surgery(Colorectal Surgery)The Sixth Affiliated HospitalSun Yat-sen UniversityGuangzhouGuangdongP.R.China Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor DiseasesGuangdong Institute of GastroenterologyThe Sixth Affiliated HospitalSun Yat-sen UniversityGuangzhouGuangdongP.R.China School of MedicineSun Yat-sen UniversityShenzhenGuangdongP.R.China
出 版 物:《Gastroenterology Report》 (胃肠病学报道(英文))
年 卷 期:2023年第11卷第1期
页 面:365-384页
核心收录:
学科分类:1002[医学-临床医学] 100214[医学-肿瘤学] 10[医学]
基 金:supported by the National Key Research and Development Program of China[grant number 2022YFA1304000] the National Natural Science Foundation of China Key Joint Project[grant number U21A20344] the National Natural Science Foundation of China[grant number 81970452] the Program of Guangdong Provincial Clinical Research Center for Digestive Diseases[grant number 2020B1111170004] the Science and Technology Program of Shenzhen,China[grant number JCYJ20190807161807867] the Starting Funding of Faculty from Sun Yat-sen University[grant number 2021276] the Regional Joint Project for Basic and Applied Basic Research Fund of Guangdong Province[grant number 2022A1515111043] the Science and Technology Planning Project of Guangzhou City[grant number 2023A04J01601],and National Key Clinical Discipline
主 题:colorectal cancer tumor heterogeneity tumor progression single-cell RNA sequencing spatial transcription sequencing
摘 要:Background:Tumor heterogeneity is contributed by tumor cells and the *** of tumor heterogeneity during colorectal cancer(CRC)progression have not been ***:Eight single-cell RNA sequencing(scRNA-seq)data sets of CRC were *** was utilized to reveal the differential abundance of cell clusters during *** differentiation trajectory was imputed by using the Palantir algorithm and metabolic states were assessed by using *** spatial transcription sequencing(ST-seq)data sets of CRC were used to validate cell-type abundances and ***-associated regulatory hubs were defined as communication networks affecting tumor biological ***,quantitative reverse transcription polymerase chain reaction and immunohistochemistry staining were performed for ***:TM4SF1t,SOX4t,and MKI67t tumor cells;CXCL12t cancer-associated fibroblasts;CD4t resident memory T cells;Treg;IgAt plasma cells;and several myeloid subsets were enriched in stage IV CRC,most of which were associated with overall survival of *** analysis indicated that tumor cells from patients with advanced-stage CRC were less differentiated,when metabolic heterogeneity showed a highest metabolic signature in terminal states of stromal cells,T cells,and myeloid ***,ST-seq validated cell-type abundance in a spatial context and also revealed the correlation of immune infiltration between tertiary lymphoid structures and tumors followed by validation in our ***,analysis of cancer-associated regulatory hubs revealed a cascade of activated pathways including leukocyte apoptotic process,MAPK pathway,myeloid leukocyte differentiation,and angiogenesis during CRC ***:Tumor heterogeneity was dynamic during progression,with the enrichment of immunosuppressive Treg,myeloid cells,and fibrotic *** differential state of tumor cells was associated with cancer staging.