Yuxi Liu,Cheng Peng,Ina S Brorson,Denise G O'Mahony,Rebecca L Kelly,Yujing J Heng,Gabrielle M Baker,Grethe I Grenaker Alnæs,Clara Bodelon,Daniel G Stover,Eliezer M Van Allen,A Heather Eliassen,Vessela N Kristensen,Rulla M Tamimi,Peter Kraft
{"title":"种系多基因风险评分与乳腺癌的免疫基因表达特征和免疫细胞浸润有关。","authors":"Yuxi Liu,Cheng Peng,Ina S Brorson,Denise G O'Mahony,Rebecca L Kelly,Yujing J Heng,Gabrielle M Baker,Grethe I Grenaker Alnæs,Clara Bodelon,Daniel G Stover,Eliezer M Van Allen,A Heather Eliassen,Vessela N Kristensen,Rulla M Tamimi,Peter Kraft","doi":"10.1016/j.ajhg.2024.08.009","DOIUrl":null,"url":null,"abstract":"The tumor immune microenvironment (TIME) plays key roles in tumor progression and response to immunotherapy. Previous studies have identified individual germline variants associated with differences in TIME. Here, we hypothesize that common variants associated with breast cancer risk or cancer-related traits, represented by polygenic risk scores (PRSs), may jointly influence immune features in TIME. We derived 154 immune traits from bulk gene expression profiles of 764 breast tumors and 598 adjacent normal tissue samples from 825 individuals with breast cancer in the Nurses' Health Study (NHS) and NHSII. Immunohistochemical staining of four immune cell markers were available for a subset of 205 individuals. Germline PRSs were calculated for 16 different traits including breast cancer, autoimmune diseases, type 2 diabetes, ages at menarche and menopause, body mass index (BMI), BMI-adjusted waist-to-hip ratio, alcohol intake, and tobacco smoking. Overall, we identified 44 associations between germline PRSs and immune traits at false discovery rate q < 0.25, including 3 associations with q < 0.05. We observed consistent inverse associations of inflammatory bowel disease (IBD) and Crohn disease (CD) PRSs with interferon signaling and STAT1 scores in breast tumor and adjacent normal tissue; these associations were replicated in a Norwegian cohort. Inverse associations were also consistently observed for IBD PRS and B cell abundance in normal tissue. We also observed positive associations between CD PRS and endothelial cell abundance in tumor. Our findings suggest that the genetic mechanisms that influence immune-related diseases are also associated with TIME in breast cancer.","PeriodicalId":7659,"journal":{"name":"American journal of human genetics","volume":"25 1","pages":""},"PeriodicalIF":8.1000,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Germline polygenic risk scores are associated with immune gene expression signature and immune cell infiltration in breast cancer.\",\"authors\":\"Yuxi Liu,Cheng Peng,Ina S Brorson,Denise G O'Mahony,Rebecca L Kelly,Yujing J Heng,Gabrielle M Baker,Grethe I Grenaker Alnæs,Clara Bodelon,Daniel G Stover,Eliezer M Van Allen,A Heather Eliassen,Vessela N Kristensen,Rulla M Tamimi,Peter Kraft\",\"doi\":\"10.1016/j.ajhg.2024.08.009\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The tumor immune microenvironment (TIME) plays key roles in tumor progression and response to immunotherapy. Previous studies have identified individual germline variants associated with differences in TIME. Here, we hypothesize that common variants associated with breast cancer risk or cancer-related traits, represented by polygenic risk scores (PRSs), may jointly influence immune features in TIME. We derived 154 immune traits from bulk gene expression profiles of 764 breast tumors and 598 adjacent normal tissue samples from 825 individuals with breast cancer in the Nurses' Health Study (NHS) and NHSII. Immunohistochemical staining of four immune cell markers were available for a subset of 205 individuals. Germline PRSs were calculated for 16 different traits including breast cancer, autoimmune diseases, type 2 diabetes, ages at menarche and menopause, body mass index (BMI), BMI-adjusted waist-to-hip ratio, alcohol intake, and tobacco smoking. Overall, we identified 44 associations between germline PRSs and immune traits at false discovery rate q < 0.25, including 3 associations with q < 0.05. We observed consistent inverse associations of inflammatory bowel disease (IBD) and Crohn disease (CD) PRSs with interferon signaling and STAT1 scores in breast tumor and adjacent normal tissue; these associations were replicated in a Norwegian cohort. Inverse associations were also consistently observed for IBD PRS and B cell abundance in normal tissue. We also observed positive associations between CD PRS and endothelial cell abundance in tumor. Our findings suggest that the genetic mechanisms that influence immune-related diseases are also associated with TIME in breast cancer.\",\"PeriodicalId\":7659,\"journal\":{\"name\":\"American journal of human genetics\",\"volume\":\"25 1\",\"pages\":\"\"},\"PeriodicalIF\":8.1000,\"publicationDate\":\"2024-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"American journal of human genetics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1016/j.ajhg.2024.08.009\",\"RegionNum\":1,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GENETICS & HEREDITY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"American journal of human genetics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1016/j.ajhg.2024.08.009","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GENETICS & HEREDITY","Score":null,"Total":0}
引用次数: 0
摘要
肿瘤免疫微环境(TIME)在肿瘤进展和对免疫疗法的反应中起着关键作用。以往的研究发现了与 TIME 差异相关的单个种系变异。在此,我们假设与乳腺癌风险或癌症相关特征相关的常见变异(以多基因风险评分(PRS)为代表)可能会共同影响 TIME 中的免疫特征。我们从护士健康研究(NHS)和 NHSII 中 825 名乳腺癌患者的 764 个乳腺肿瘤和 598 个邻近正常组织样本的大量基因表达谱中得出了 154 个免疫特征。对 205 人的子集进行了四种免疫细胞标记物的免疫组化染色。我们计算了 16 种不同性状的种系 PRS,包括乳腺癌、自身免疫性疾病、2 型糖尿病、初潮年龄和绝经年龄、体重指数 (BMI)、BMI 调整后的腰臀比、酒精摄入量和吸烟。总体而言,我们在种系PRS与免疫特征之间发现了44种假性发现率q < 0.25的关联,其中包括3种q < 0.05的关联。我们观察到炎症性肠病(IBD)和克罗恩病(CD)PRS与干扰素信号转导和乳腺肿瘤及邻近正常组织中STAT1评分之间存在一致的反向关联;这些关联在挪威队列中得到了复制。我们还持续观察到 IBD PRS 与正常组织中 B 细胞丰度的反向关联。我们还观察到 CD PRS 与肿瘤中内皮细胞的丰度呈正相关。我们的研究结果表明,影响免疫相关疾病的遗传机制也与乳腺癌的TIME有关。
Germline polygenic risk scores are associated with immune gene expression signature and immune cell infiltration in breast cancer.
The tumor immune microenvironment (TIME) plays key roles in tumor progression and response to immunotherapy. Previous studies have identified individual germline variants associated with differences in TIME. Here, we hypothesize that common variants associated with breast cancer risk or cancer-related traits, represented by polygenic risk scores (PRSs), may jointly influence immune features in TIME. We derived 154 immune traits from bulk gene expression profiles of 764 breast tumors and 598 adjacent normal tissue samples from 825 individuals with breast cancer in the Nurses' Health Study (NHS) and NHSII. Immunohistochemical staining of four immune cell markers were available for a subset of 205 individuals. Germline PRSs were calculated for 16 different traits including breast cancer, autoimmune diseases, type 2 diabetes, ages at menarche and menopause, body mass index (BMI), BMI-adjusted waist-to-hip ratio, alcohol intake, and tobacco smoking. Overall, we identified 44 associations between germline PRSs and immune traits at false discovery rate q < 0.25, including 3 associations with q < 0.05. We observed consistent inverse associations of inflammatory bowel disease (IBD) and Crohn disease (CD) PRSs with interferon signaling and STAT1 scores in breast tumor and adjacent normal tissue; these associations were replicated in a Norwegian cohort. Inverse associations were also consistently observed for IBD PRS and B cell abundance in normal tissue. We also observed positive associations between CD PRS and endothelial cell abundance in tumor. Our findings suggest that the genetic mechanisms that influence immune-related diseases are also associated with TIME in breast cancer.
期刊介绍:
The American Journal of Human Genetics (AJHG) is a monthly journal published by Cell Press, chosen by The American Society of Human Genetics (ASHG) as its premier publication starting from January 2008. AJHG represents Cell Press's first society-owned journal, and both ASHG and Cell Press anticipate significant synergies between AJHG content and that of other Cell Press titles.