Age influences on the molecular presentation of tumours

被引:53
作者
Li, Constance H. [1 ,2 ,3 ,4 ,5 ,6 ]
Haider, Syed [7 ]
Boutros, Paul C. [2 ,3 ,4 ,5 ,6 ,8 ,9 ]
机构
[1] Ontario Inst Canc Res, Toronto, ON, Canada
[2] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
[3] Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, Dept Urol, Los Angeles, CA 90095 USA
[5] Univ Calif Los Angeles, Jonsson Comprehens Canc Ctr, Los Angeles, CA 90024 USA
[6] Univ Calif Los Angeles, Inst Precis Hlth, Los Angeles, CA 90095 USA
[7] Inst Canc Res, Breast Canc Now Toby Robins Res Ctr, London, England
[8] Univ Toronto, Dept Pharmacol & Toxicol, Toronto, ON, Canada
[9] Vector Inst Artificial Intelligence, Toronto, ON, Canada
基金
加拿大健康研究院; 加拿大创新基金会; 加拿大自然科学与工程研究理事会;
关键词
ONSET PANCREATIC-CANCER; SOMATIC MUTATIONS; PROSTATE-CANCER; SEX DISPARITIES; ELDERLY-PATIENTS; OLDER-ADULTS; SURVIVAL; BREAST; YOUNG; COMORBIDITY;
D O I
10.1038/s41467-021-27889-y
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Ageing is a known risk factor in the development of cancers, but its association with molecular alterations is not fully explored. Here, the authors analyse pan-cancer age-associated molecular alterations in datasets from the TCGA, PCAWG and AACR-GENIE projects and identify prognostic biomarkers. Cancer is often called a disease of aging. There are numerous ways in which cancer epidemiology and behaviour change with the age of the patient. The molecular bases for these relationships remain largely underexplored. To characterise them, we analyse age-associations in the nuclear and mitochondrial somatic mutational landscape of 20,033 tumours across 35 tumour-types. Age influences both the number of mutations in a tumour (0.077 mutations per megabase per year) and their evolutionary timing. Specific mutational signatures are associated with age, reflecting differences in exogenous and endogenous oncogenic processes such as a greater influence of tobacco use in the tumours of younger patients, but higher activity of DNA damage repair signatures in those of older patients. We find that known cancer driver genes such as CDKN2A and CREBBP are mutated in age-associated frequencies, and these alter the transcriptome and predict for clinical outcomes. These effects are most striking in brain cancers where alterations like SUFU loss and ATRX mutation are age-dependent prognostic biomarkers. Using three cancer datasets, we show that age shapes the somatic mutational landscape of cancer, with clinical implications.
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页数:15
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