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Refining colorectal cancer classification and clinical stratification through a single-cell atlas

生物 微卫星不稳定性 间质细胞 结直肠癌 癌症研究 肿瘤微环境 免疫疗法 免疫系统 转录组 基质 免疫检查点 癌症 免疫学 免疫组织化学 基因 遗传学 基因表达 等位基因 微卫星
作者
Ateeq Khaliq,Cihat Erdoğan,Zeyneb Kurt,Sultan Sevgi Turgut,Miles W. Grunvald,Tim Rand,Shruti Khare,Jeffrey A. Borgia,Dana M. Hayden,Sam G. Pappas,Henry R. Govekar,Audrey E. Kam,Jochen Reiser,Kiran K. Turaga,Milan Radovich,Yong Zang,Yingjie Qiu,Yunlong Liu,Melissa L. Fishel,Anita Turk,Vineet Gupta,Ram Al-Sabti,Janakiraman Subramanian,Timothy M. Kuzel,Anguraj Sadanandam,Levi Waldron,Arif Hussain,Mohammad Saleem,Bassel F. El‐Rayes,Ameen A. Salahudeen,Ashiq Masood
出处
期刊:Genome Biology [BioMed Central]
卷期号:23 (1) 被引量:68
标识
DOI:10.1186/s13059-022-02677-z
摘要

Abstract Background Colorectal cancer (CRC) consensus molecular subtypes (CMS) have different immunological, stromal cell, and clinicopathological characteristics. Single-cell characterization of CMS subtype tumor microenvironments is required to elucidate mechanisms of tumor and stroma cell contributions to pathogenesis which may advance subtype-specific therapeutic development. We interrogate racially diverse human CRC samples and analyze multiple independent external cohorts for a total of 487,829 single cells enabling high-resolution depiction of the cellular diversity and heterogeneity within the tumor and microenvironmental cells. Results Tumor cells recapitulate individual CMS subgroups yet exhibit significant intratumoral CMS heterogeneity. Both CMS1 microsatellite instability (MSI-H) CRCs and microsatellite stable (MSS) CRC demonstrate similar pathway activations at the tumor epithelial level. However, CD8+ cytotoxic T cell phenotype infiltration in MSI-H CRCs may explain why these tumors respond to immune checkpoint inhibitors. Cellular transcriptomic profiles in CRC exist in a tumor immune stromal continuum in contrast to discrete subtypes proposed by studies utilizing bulk transcriptomics. We note a dichotomy in tumor microenvironments across CMS subgroups exists by which patients with high cancer-associated fibroblasts (CAFs) and C1Q+TAM content exhibit poor outcomes, providing a higher level of personalization and precision than would distinct subtypes. Additionally, we discover CAF subtypes known to be associated with immunotherapy resistance. Conclusions Distinct CAFs and C1Q+ TAMs are sufficient to explain CMS predictive ability and a simpler signature based on these cellular phenotypes could stratify CRC patient prognosis with greater precision. Therapeutically targeting specific CAF subtypes and C1Q + TAMs may promote immunotherapy responses in CRC patients.
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