Clinical biomarker-based biological aging and risk of cancer in the UK Biobank

被引:63
作者
Mak, Jonathan K. L. [1 ]
McMurran, Christopher E. [1 ,2 ]
Kuja-Halkola, Ralf [1 ]
Hall, Per [1 ,3 ]
Czene, Kamila [1 ]
Jylhaevae, Juulia [1 ,4 ,5 ]
Haegg, Sara [1 ]
机构
[1] Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, Sweden
[2] Univ Cambridge, Dept Clin Neurosci, Cambridge, England
[3] Soder Sjukhuset, Dept Oncol, Stockholm, Sweden
[4] Univ Tampere, Fac Social Sci Hlth Sci, Tampere, Finland
[5] Univ Tampere, Gerontol Res Ctr GEREC, Tampere, Finland
基金
瑞典研究理事会; 芬兰科学院;
关键词
LUNG-CANCER; AGE; SENESCENCE; MORTALITY;
D O I
10.1038/s41416-023-02288-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundDespite a clear link between aging and cancer, there has been inconclusive evidence on how biological age (BA) may be associated with cancer incidence.MethodsWe studied 308,156 UK Biobank participants with no history of cancer at enrolment. Using 18 age-associated clinical biomarkers, we computed three BA measures (Klemera-Doubal method [KDM], PhenoAge, homeostatic dysregulation [HD]) and assessed their associations with incidence of any cancer and five common cancers (breast, prostate, lung, colorectal, and melanoma) using Cox proportional-hazards models.ResultsA total of 35,426 incident cancers were documented during a median follow-up of 10.9 years. Adjusting for common cancer risk factors, 1-standard deviation (SD) increment in the age-adjusted KDM (hazard ratio = 1.04, 95% confidence interval = 1.03-1.05), age-adjusted PhenoAge (1.09, 1.07-1.10), and HD (1.02, 1.01-1.03) was significantly associated with a higher risk of any cancer. All BA measures were also associated with increased risks of lung and colorectal cancers, but only PhenoAge was associated with breast cancer risk. Furthermore, we observed an inverse association between BA measures and prostate cancer, although it was attenuated after removing glycated hemoglobin and serum glucose from the BA algorithms.ConclusionsAdvanced BA quantified by clinical biomarkers is associated with increased risks of any cancer, lung cancer, and colorectal cancer.
引用
收藏
页码:94 / 103
页数:10
相关论文
共 40 条
[1]   Elevated C-reactive protein in the diagnosis, prognosis, and cause of cancer [J].
Allin, Kristine H. ;
Nordestgaard, Borge G. .
CRITICAL REVIEWS IN CLINICAL LABORATORY SCIENCES, 2011, 48 (04) :155-170
[2]   DNA methylome analysis identifies accelerated epigenetic ageing associated with postmenopausal breast cancer susceptibility [J].
Ambatipudi, Srikant ;
Horvath, Steve ;
Perrier, Flavie ;
Cuenin, Cyrille ;
Hernandez-Vargas, Hector ;
Le Calvez-Kelm, Florence ;
Durand, Geoffroy ;
Byrnes, Graham ;
Ferrari, Pietro ;
Bouaoun, Liacine ;
Sklias, Athena ;
Chajes, Veronique ;
Overvad, Kim ;
Seven, Gianluca ;
Baglietto, Laura ;
Clavel-Chapelon, Francoise ;
Kaaks, Rudolf ;
Barrdahl, Myrto ;
Boeing, Heiner ;
Trichopoulou, Antonia ;
Lagiou, Pagona ;
Naska, Androniki ;
Masala, Giovanna ;
Agnoli, Claudia ;
Polidoro, Silvia ;
Tumino, Rosario ;
Panico, Salvatore ;
Dolle, Martijn ;
Peeters, Petra H. M. ;
Onland-Moret, N. Charlotte ;
Sandanger, Torkjel M. ;
Nost, Therese H. ;
Weiderpass, Elisabete ;
Quiros, J. Ramon ;
Agudo, Antonio ;
Rodriguez-Barranco, Miguel ;
Castano, Jose Maria Huerta ;
Barricarte, Aurelio ;
Fernandez, Ander Matheu ;
Travis, Ruth C. ;
Vineis, Paolo ;
Muller, David C. ;
Riboli, Elio ;
Gunter, Marc ;
Romieu, Isabelle ;
Herceg, Zdenko .
EUROPEAN JOURNAL OF CANCER, 2017, 75 :299-307
[3]  
[Anonymous], 1936, P NATL I SCI INDIA, DOI DOI 10.1016/S0169-7439(99)00047-7
[4]   The Biology of Aging and Cancer: A Brief Overview of Shared and Divergent Molecular Hallmarks [J].
Aunan, Jan R. ;
Cho, William C. ;
Soreide, Kjetil .
AGING AND DISEASE, 2017, 8 (05) :628-642
[5]   Eleven Telomere, Epigenetic Clock, and Biomarker-Composite Quantifications of Biological Aging: Do They Measure the Same Thing? [J].
Belsky, Daniel W. ;
Moffitt, Terrie E. ;
Cohen, Alan A. ;
Corcoran, David L. ;
Levine, Morgan E. ;
Prinz, Joseph A. ;
Schaefer, Jonathan ;
Sugden, Karen ;
Williams, Benjamin ;
Poulton, Richie ;
Caspi, Avshalom .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2018, 187 (06) :1220-1230
[6]   Cancer and Aging: Two Tightly Interconnected Biological Processes [J].
Berben, Lieze ;
Floris, Giuseppe ;
Wildiers, Hans ;
Hatse, Sigrid .
CANCERS, 2021, 13 (06) :1-20
[7]   Assessing the causal role of epigenetic clocks in the development of multiple cancers: a Mendelian randomization study [J].
Berstein, Fernanda Morales ;
McCartney, Daniel L. ;
Lu, Ake T. ;
Tsilidis, Konstantinos K. ;
Bouras, Emmanouil ;
Haycock, Philip ;
Burrows, Kimberley ;
Phipps, Amanda, I ;
Buchanan, Daniel D. ;
Cheng, Iona ;
Martin, Richard M. ;
Smith, George Davey ;
Relton, Caroline L. ;
Horvath, Steve ;
Marioni, Riccardo E. ;
Richardson, Tom G. ;
Richmond, Rebecca C. .
ELIFE, 2022, 11
[8]   Aging, Cellular Senescence, and Cancer [J].
Campisi, Judith .
ANNUAL REVIEW OF PHYSIOLOGY, VOL 75, 2013, 75 :685-705
[9]   A novel statistical approach shows evidence for multi-system physiological dysregulation during aging [J].
Cohen, Alan A. ;
Milot, Emmanuel ;
Yong, Jian ;
Seplaki, Christopher L. ;
Fueloep, Tamas ;
Bandeen-Roche, Karen ;
Fried, Linda P. .
MECHANISMS OF AGEING AND DEVELOPMENT, 2013, 134 (3-4) :110-117
[10]   How ageing processes influence cancer [J].
de Magalhaes, Joao Pedro .
NATURE REVIEWS CANCER, 2013, 13 (05) :357-365