• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

对 1015 名患者外显子组的综合分析揭示了结直肠癌的基因组-临床关联。

Comprehensive profiling of 1015 patients' exomes reveals genomic-clinical associations in colorectal cancer.

机构信息

State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Sun Yat-sen University, Guangzhou, 510060, P. R. China.

HaploX Biotechnology, Co., Ltd., 8th floor, Auto Electric Power Building, Songpingshan Road, Nanshan District, Shenzhen, Guangdong, 518057, P. R. China.

出版信息

Nat Commun. 2022 Apr 29;13(1):2342. doi: 10.1038/s41467-022-30062-8.

DOI:10.1038/s41467-022-30062-8
PMID:35487942
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9055073/
Abstract

The genetic basis of colorectal cancer (CRC) and its clinical associations remain poorly understood due to limited samples or targeted genes in current studies. Here, we perform ultradeep whole-exome sequencing on 1015 patients with CRC as part of the ChangKang Project. We identify 46 high-confident significantly mutated genes, 8 of which mutate in 14.9% of patients: LYST, DAPK1, CR2, KIF16B, NPIPB15, SYTL2, ZNF91, and KIAA0586. With an unsupervised clustering algorithm, we propose a subtyping strategy that classisfies CRC patients into four genomic subtypes with distinct clinical characteristics, including hypermutated, chromosome instability with high risk, chromosome instability with low risk, and genome stability. Analysis of immunogenicity uncover the association of immunogenicity reduction with genomic subtypes and poor prognosis in CRC. Moreover, we find that mitochondrial DNA copy number is an independent factor for predicting the survival outcome of CRCs. Overall, our results provide CRC-related molecular features for clinical practice and a valuable resource for translational research.

摘要

由于目前研究中样本量有限或靶向基因有限,结直肠癌 (CRC) 的遗传基础及其临床相关性仍了解甚少。在这里,我们对 1015 名 CRC 患者进行了超深度全外显子组测序,作为 ChangKang 项目的一部分。我们鉴定了 46 个高置信度的显著突变基因,其中 8 个基因在 14.9%的患者中发生突变:LYST、DAPK1、CR2、KIF16B、NPIPB15、SYTL2、ZNF91 和 KIAA0586。通过无监督聚类算法,我们提出了一种亚分型策略,将 CRC 患者分为具有不同临床特征的四个基因组亚型:高度突变型、染色体不稳定性高风险型、染色体不稳定性低风险型和基因组稳定性型。免疫原性分析揭示了免疫原性降低与基因组亚型和 CRC 预后不良之间的关联。此外,我们发现线粒体 DNA 拷贝数是预测 CRC 生存结果的独立因素。总体而言,我们的研究结果为 CRC 提供了相关的分子特征,为临床实践和转化研究提供了有价值的资源。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/e3168788d5d4/41467_2022_30062_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/22a9b5e8ba28/41467_2022_30062_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/a33b781deaa9/41467_2022_30062_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/72e401dee66d/41467_2022_30062_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/e364886d305d/41467_2022_30062_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/f3726e40e878/41467_2022_30062_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/dd7f2a1f2353/41467_2022_30062_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/e3168788d5d4/41467_2022_30062_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/22a9b5e8ba28/41467_2022_30062_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/a33b781deaa9/41467_2022_30062_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/72e401dee66d/41467_2022_30062_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/e364886d305d/41467_2022_30062_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/f3726e40e878/41467_2022_30062_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/dd7f2a1f2353/41467_2022_30062_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3749/9055073/e3168788d5d4/41467_2022_30062_Fig7_HTML.jpg

相似文献

1
Comprehensive profiling of 1015 patients' exomes reveals genomic-clinical associations in colorectal cancer.对 1015 名患者外显子组的综合分析揭示了结直肠癌的基因组-临床关联。
Nat Commun. 2022 Apr 29;13(1):2342. doi: 10.1038/s41467-022-30062-8.
2
Whole exome sequencing reveals intertumor heterogeneity and distinct genetic origins of sporadic synchronous colorectal cancer.全外显子组测序揭示散发性结直肠癌的肿瘤间异质性和不同的遗传起源。
Int J Cancer. 2018 Mar 1;142(5):927-939. doi: 10.1002/ijc.31140. Epub 2017 Nov 27.
3
An integrative in-silico analysis discloses a novel molecular subset of colorectal cancer possibly eligible for immune checkpoint immunotherapy.一项综合的计算机分析揭示了一种新型的结直肠癌分子亚群,可能适合免疫检查点免疫治疗。
Biol Direct. 2022 May 9;17(1):10. doi: 10.1186/s13062-022-00324-y.
4
Whole Exome Sequencing of Ulcerative Colitis-associated Colorectal Cancer Based on Novel Somatic Mutations Identified in Chinese Patients.基于在中国患者中鉴定的新型体细胞突变的溃疡性结肠炎相关结直肠癌的全外显子组测序。
Inflamm Bowel Dis. 2019 Jul 17;25(8):1293-1301. doi: 10.1093/ibd/izz020.
5
Genomic landscape of colorectal cancer in Japan: clinical implications of comprehensive genomic sequencing for precision medicine.日本结直肠癌的基因组图谱:精准医学中全面基因组测序的临床意义
Genome Med. 2016 Dec 22;8(1):136. doi: 10.1186/s13073-016-0387-8.
6
The genomic landscape of 2,023 colorectal cancers.2023 例结直肠癌的基因组图谱。
Nature. 2024 Sep;633(8028):127-136. doi: 10.1038/s41586-024-07747-9. Epub 2024 Aug 7.
7
Comprehensive Analysis of Genomic and Expression Data Identified Potential Markers for Predicting Prognosis and Immune Response in CRC.综合基因组和表达数据分析鉴定 CRC 预后和免疫反应的潜在标志物。
Genet Res (Camb). 2022 Jul 30;2022:1831211. doi: 10.1155/2022/1831211. eCollection 2022.
8
Validation of computational determination of microsatellite status using whole exome sequencing data from colorectal cancer patients.使用结直肠癌患者的外显子组测序数据对微卫星状态的计算测定进行验证。
BMC Cancer. 2019 Oct 21;19(1):971. doi: 10.1186/s12885-019-6227-7.
9
Performance of Next-Generation Sequencing for the Detection of Microsatellite Instability in Colorectal Cancer With Deficient DNA Mismatch Repair.下一代测序在结直肠癌中检测微卫星不稳定性的性能,该肿瘤存在缺陷的 DNA 错配修复。
Gastroenterology. 2021 Sep;161(3):814-826.e7. doi: 10.1053/j.gastro.2021.05.007. Epub 2021 May 13.
10
Impact of chromosomal instability on colorectal cancer progression and outcome.染色体不稳定性对结直肠癌进展及预后的影响。
BMC Cancer. 2014 Feb 22;14:121. doi: 10.1186/1471-2407-14-121.

引用本文的文献

1
Identification of Cancer-Associated Proteins in Colorectal Cancer Using Mass Spectrometry.利用质谱法鉴定结直肠癌中与癌症相关的蛋白质
Proteomes. 2025 Aug 12;13(3):38. doi: 10.3390/proteomes13030038.
2
Diagnostic potential of the B9D2 gene in colorectal cancer based on whole blood gene expression data and machine learning.基于全血基因表达数据和机器学习的B9D2基因在结直肠癌中的诊断潜力
Discov Oncol. 2025 Aug 14;16(1):1554. doi: 10.1007/s12672-025-03415-0.
3
Interpretable graph Kolmogorov-Arnold networks for multi-cancer classification and biomarker identification using multi-omics data.

本文引用的文献

1
Global Cancer Statistics 2020: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries.《全球癌症统计数据 2020:全球 185 个国家和地区 36 种癌症的发病率和死亡率估计》。
CA Cancer J Clin. 2021 May;71(3):209-249. doi: 10.3322/caac.21660. Epub 2021 Feb 4.
2
Molecular screening and clinicopathologic characteristics of Lynch-like syndrome in a Chinese colorectal cancer cohort.中国结直肠癌队列中林奇样综合征的分子筛查及临床病理特征
Am J Cancer Res. 2020 Nov 1;10(11):3920-3934. eCollection 2020.
3
Expert opinions on immunotherapy for patients with colorectal cancer.
用于多癌分类和使用多组学数据进行生物标志物识别的可解释图柯尔莫哥洛夫-阿诺德网络
Sci Rep. 2025 Jul 29;15(1):27607. doi: 10.1038/s41598-025-13337-0.
4
CaMutQC: An R package for integrative quality control and filtration of cancer somatic mutations.CaMutQC:一个用于癌症体细胞突变综合质量控制和过滤的R软件包。
Comput Struct Biotechnol J. 2025 Jul 16;27:3147-3154. doi: 10.1016/j.csbj.2025.07.011. eCollection 2025.
5
Association between genomic features and toxic metal(loid) accumulation in left-sided and right-sided colorectal cancer.左侧和右侧结直肠癌的基因组特征与有毒金属(类金属)积累之间的关联。
Front Oncol. 2025 Jul 4;15:1584424. doi: 10.3389/fonc.2025.1584424. eCollection 2025.
6
Research progress of colorectal cancer in genomic and transcriptomic at multi-level.结直肠癌在基因组和转录组多水平的研究进展
Front Genet. 2025 May 30;16:1533817. doi: 10.3389/fgene.2025.1533817. eCollection 2025.
7
Multi-omics analyses develop and validate the optimal prognostic model on overall survival prediction for resectable hepatocellular carcinoma.多组学分析建立并验证了用于可切除肝细胞癌总生存预测的最佳预后模型。
J Gastrointest Oncol. 2025 Apr 30;16(2):628-649. doi: 10.21037/jgo-24-710. Epub 2025 Apr 27.
8
SQST-1/p62-regulated SKN-1/Nrf mediates a phagocytic stress response via transcriptional activation of lyst-1/LYST.SQST-1/p62调节的SKN-1/Nrf通过lyst-1/LYST的转录激活介导吞噬应激反应。
PLoS Genet. 2025 May 2;21(5):e1011696. doi: 10.1371/journal.pgen.1011696. eCollection 2025 May.
9
Cytogenetic signatures favoring metastatic organotropism in colorectal cancer.支持结直肠癌转移器官趋向性的细胞遗传学特征
Nat Commun. 2025 Apr 5;16(1):3261. doi: 10.1038/s41467-025-58413-1.
10
Comprehensive assessment of computational methods for cancer immunoediting.癌症免疫编辑计算方法的综合评估
Cell Rep Methods. 2025 Mar 24;5(3):101006. doi: 10.1016/j.crmeth.2025.101006.
结直肠癌患者免疫治疗专家意见
Cancer Commun (Lond). 2020 Oct;40(10):467-472. doi: 10.1002/cac2.12095. Epub 2020 Sep 18.
4
Evolutionary dynamics of neoantigens in growing tumors.肿瘤生长中新抗原的进化动力学。
Nat Genet. 2020 Oct;52(10):1057-1066. doi: 10.1038/s41588-020-0687-1. Epub 2020 Sep 14.
5
A compendium of mutational cancer driver genes.癌症驱动基因突变综合分析
Nat Rev Cancer. 2020 Oct;20(10):555-572. doi: 10.1038/s41568-020-0290-x. Epub 2020 Aug 10.
6
The FDA approval of pembrolizumab for adult and pediatric patients with tumor mutational burden (TMB) ≥10: a decision centered on empowering patients and their physicians.美国食品药品监督管理局(FDA)批准帕博利珠单抗用于肿瘤突变负荷(TMB)≥10的成人和儿童患者:一项以赋予患者及其医生权力为核心的决定。
Ann Oncol. 2020 Sep;31(9):1115-1118. doi: 10.1016/j.annonc.2020.07.002. Epub 2020 Aug 5.
7
Landscape of somatic single nucleotide variants and indels in colorectal cancer and impact on survival.结直肠癌中体细胞单核苷酸变异和插入缺失的全景及其对生存的影响。
Nat Commun. 2020 Jul 20;11(1):3644. doi: 10.1038/s41467-020-17386-z.
8
Using sigLASSO to optimize cancer mutation signatures jointly with sampling likelihood.使用 sigLASSO 联合采样可能性优化癌症突变特征。
Nat Commun. 2020 Jul 17;11(1):3575. doi: 10.1038/s41467-020-17388-x.
9
Characterization of tumors with ultralow tumor mutational burden in Japanese cancer patients.日本癌症患者中具有超低肿瘤突变负担的肿瘤特征。
Cancer Sci. 2020 Oct;111(10):3893-3901. doi: 10.1111/cas.14572. Epub 2020 Aug 7.
10
Comprehensive molecular characterization of mitochondrial genomes in human cancers.全面的人类癌症中线粒体基因组分子特征分析。
Nat Genet. 2020 Mar;52(3):342-352. doi: 10.1038/s41588-019-0557-x. Epub 2020 Feb 5.