Genome-scale CRISPR-Cas9 screening stratifies pancreatic cancer with distinct outcomes and immunotherapeutic efficacy

被引:1
|
作者
Wang, Libo [1 ,2 ]
Fu, Deshuang [1 ,3 ]
Weng, Siyuan [1 ]
Xu, Hui [1 ]
Liu, Long [2 ]
Guo, Chunguang [4 ]
Ren, Yuqing [5 ]
Liu, Zaoqu [1 ,6 ]
Han, Xinwei [1 ,6 ]
机构
[1] Zhengzhou Univ, Dept Intervent Radiol, Affiliated Hosp 1, Zhengzhou 450052, Henan Province, Peoples R China
[2] Zhengzhou Univ, Dept Hepatobiliary & Pancreat Surg, Affiliated Hosp 1, Zhengzhou 450052, Henan Province, Peoples R China
[3] Zhengzhou Univ, Dept Dermatol, Affiliated Hosp 1, Zhengzhou 450052, Henan Province, Peoples R China
[4] Zhengzhou Univ, Dept Endovascular Surg, Affiliated Hosp 1, Zhengzhou 450052, Henan Province, Peoples R China
[5] Zhengzhou Univ, Dept Resp & Crit Care Med, Affiliated Hosp 1, Zhengzhou 450052, Henan Province, Peoples R China
[6] Zhengzhou Univ, Dept Intervent Radiol, Affiliated Hosp 1, 1 Jianshe East Rd, Zhengzhou 450052, Henan Province, Peoples R China
关键词
Pancreatic cancer; CRISPR-Cas9; screening; Cancer essential genes; Stratification; Immunotherapy; SIGNATURE; RESPONSES; BURDEN;
D O I
10.1016/j.cellsig.2023.110811
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Pancreatic cancer (PC) was featured by dramatic heterogeneity and dismal outcomes. An ideal classification strategy capable of achieving risk stratification and individualized treatment is urgently needed to significantly improve prognosis. In this study, using the 105 prognostic cancer essential genes identified by genome-scale CRISPR-Cas9 screening and univariate Cox analysis, we established and verified three heterogeneous subtypes via non-negative matrix factorization (NMF) and nearest template prediction (NTP) algorithms in the TCGAPAAD cohort (176 samples) and four multi-center cohorts (233 samples), respectively. Among them, C1 with the worst prognosis was enriched in immune-related pathways, possessed superior infiltration abundance of immune cells and immune checkpoint molecules expression, and might be most sensitive to immunotherapy. C3, owing a moderate prognosis, might be featured by proliferative biological function, and despite its highest immunogenicity, the defects in antigen processing and presentation ability coupled with barren immune environment render it ineffective for immunotherapy, while it had potential sensitivity to paclitaxel and methotrexate. Besides, C2 harbored the best prognosis and was characterized by metabolism-related functions. These results could deepen our understanding of PC molecular heterogeneity and provide a trustworthy reference for prognostic stratification management and precision medicine in clinical practice.
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页数:13
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