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对一组西班牙裔/拉丁裔结肠癌患者进行综合多组学分析。

Integrative multi-omics profiling of colorectal cancer from a Hispanic/Latino cohort of patients.

作者信息

Waldrup B, Carranza F, Jin Y, Amzaleg Y, Postel M, Craig D W, Carpten J D, Salhia B, Ricker C N, Culver J O, Chavez C E, Stern M C, Baezconde-Garbanati L, Lenz H J, Velazquez-Villarreal E I

机构信息

City of Hope, Beckman Research Institute, Department of Integrative Translational Sciences, Duarte, CA.

University of Southern California, Keck School of Medicine of USC, Department of Translational Genomics, Los Angeles, CA.

出版信息

medRxiv. 2024 Nov 15:2024.11.03.24316599. doi: 10.1101/2024.11.03.24316599.

DOI:10.1101/2024.11.03.24316599
PMID:39606335
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11601710/
Abstract

Colorectal cancer contributes to cancer-related deaths and health disparities in the Hispanic and Latino community. To probe both the biological and genetic bases of the disparities, we characterized features of colorectal cancer in terms of somatic alterations and genetic similarity. Specifically, we conducted a comprehensive genome-scale analysis of 67 Hispanic and Latino samples. We performed DNA exome sequencing for somatic mutations, somatic copy number alterations, and genetic similarity. We also performed RNA sequencing for differential gene expression, cellular pathways, and gene fusions. We analyzed all samples for 22 important CRC gene mutations, 8 gene amplifications, and 25 CRC gene fusions. Then, we compared our data from the Hispanic and Latino samples to publicly available, Non-Hispanic White (NHW) cohorts. According to our analyses, twenty-four percent of colorectal carcinomas were hypermutated when patients were of Peruvians-from-Lima-like (1KG-PEL-like) genetic similarity population from the 1000 genome project. Moreover, most of these cases occurred in patients who were less than fiay years old age at diagnosis. Excluding hypermutated tumors, approximately 55% of colon cancers and 58% of rectum cancers exhibited two similar features: 1) the paderns of genomic alterations; 2) percentage of 1KG-PEL-like. We analyzed all samples -- which had a median 1KG-PEL-like proportion of 55% -- for 22 important CRC gene mutations, 8 gene amplifications, and 25 CRC gene fusions. One notable example of a frequently observed gene mutation was SMAD4. Samples with SMAD4 alterations, which are known to support tumor growth and progression, had the highest 1KG-PEL-like proportion (63%). According to our results from risk association analyses and differential gene expression, SMAD4 alterations were significant when we compared Hispanic and Latino samples to NHW cohorts. Of the 8 drug-targetable amplifications, PIK3CA and PI3K exhibited an average 1KG-PEL-like of over 55%. Of the 25 relevant CRC gene fusions, targetable genes included ALK, FGFR1, RAF1, and PTPRK; PTPRK was observed in a sample with the highest 1KG-PEL-like proportion (95%). Using Integrative analysis, we also detected recurrent alterations in the WNT, TGFB, TP53, IGF2/PI3K, and RTK/RAS pathways. Importantly, these alterations mostly occurred in young patients with high 1KG-PEL-like. These findings highlight the potential for tailoring precision medicine therapeutics to an underrepresented population. Our study advances the molecular profiling of CRC in Hispanics and Latinos. In toto, genetic similarity appears to be an important component in understanding colorectal carcinogenesis and has the potential to advance cancer health disparities research.

摘要

结直肠癌导致西班牙裔和拉丁裔社区的癌症相关死亡和健康差距。为了探究这些差距的生物学和遗传基础,我们从体细胞改变和遗传相似性方面对结直肠癌的特征进行了描述。具体而言,我们对67个西班牙裔和拉丁裔样本进行了全面的全基因组规模分析。我们进行了DNA外显子测序,以检测体细胞突变、体细胞拷贝数改变和遗传相似性。我们还进行了RNA测序,以分析差异基因表达、细胞通路和基因融合。我们分析了所有样本中的22种重要的结直肠癌基因突变、8种基因扩增和25种结直肠癌基因融合。然后,我们将来自西班牙裔和拉丁裔样本的数据与公开可用的非西班牙裔白人(NHW)队列进行了比较。根据我们的分析,当患者来自1000基因组计划中具有秘鲁利马样(1KG - PEL样)遗传相似性的人群时,24%的结直肠癌发生了高突变。此外,这些病例大多发生在诊断时年龄小于50岁的患者中。排除高突变肿瘤后,约55%的结肠癌和58%的直肠癌表现出两个相似特征:1)基因组改变模式;2)1KG - PEL样的比例。我们分析了所有样本(这些样本的1KG - PEL样比例中位数为55%)中的22种重要的结直肠癌基因突变、8种基因扩增和25种结直肠癌基因融合。一个经常观察到的基因突变的显著例子是SMAD4。已知支持肿瘤生长和进展的具有SMAD4改变的样本,其1KG - PEL样比例最高(63%)。根据我们的风险关联分析和差异基因表达结果,当我们将西班牙裔和拉丁裔样本与NHW队列进行比较时,SMAD4改变具有显著性。在8种可药物靶向的扩增中,PIK3CA和PI3K的平均1KG - PEL样比例超过55%。在25种相关的结直肠癌基因融合中,可靶向基因包括ALK、FGFR1、RAF1和PTPRK;在一个1KG - PEL样比例最高(95%)的样本中观察到了PTPRK。通过综合分析,我们还在WNT、TGFB、TP53、IGF2/PI3K和RTK/RAS通路中检测到了复发性改变。重要的是,这些改变大多发生在1KG - PEL样比例高的年轻患者中。这些发现凸显了为一个代表性不足的人群量身定制精准医学疗法 的潜力。我们的研究推进了西班牙裔和拉丁裔人群结直肠癌的分子图谱研究。总体而言,遗传相似性似乎是理解结直肠癌发生机制的一个重要组成部分,并且有可能推进癌症健康差距研究。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/4ef439c4a8c4/nihpp-2024.11.03.24316599v2-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/a50481cfcc48/nihpp-2024.11.03.24316599v2-f0001.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/c7c93d9b700b/nihpp-2024.11.03.24316599v2-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/1971bd0b8b8e/nihpp-2024.11.03.24316599v2-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/4ef439c4a8c4/nihpp-2024.11.03.24316599v2-f0006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/a50481cfcc48/nihpp-2024.11.03.24316599v2-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/21285a22d56d/nihpp-2024.11.03.24316599v2-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/14e673a4dbf6/nihpp-2024.11.03.24316599v2-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/c7c93d9b700b/nihpp-2024.11.03.24316599v2-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/1971bd0b8b8e/nihpp-2024.11.03.24316599v2-f0005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/303d/11601710/4ef439c4a8c4/nihpp-2024.11.03.24316599v2-f0006.jpg

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