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Zeng Y, Chen H, Liu X, Song Z, Yao Y, Lei X, Lv X, Cheng L, Chen Z, Bai C, Yin Z, Lv Y, Lu J, Li J, Land KC, Yashin A, O'Rand AM, Sun L, Yang Z, Tao W, Gu J, Gottschalk W, Tan Q, Christensen K, Hesketh T, Tian XL, Yang H, Egidi V, Caselli G, Robine JM, Wang H, Shi X, Vaupel JW, Lutz MW, Nie C, Min J. Genetic associations with longevity are on average stronger in females than in males. Heliyon 2024; 10:e23691. [PMID: 38192771 PMCID: PMC10772631 DOI: 10.1016/j.heliyon.2023.e23691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2023] [Revised: 11/30/2023] [Accepted: 12/09/2023] [Indexed: 01/10/2024] Open
Abstract
It is long observed that females tend to live longer than males in nearly every country. However, the underlying mechanism remains elusive. In this study, we discovered that genetic associations with longevity are on average stronger in females than in males through bio-demographic analyses of genome-wide association studies (GWAS) dataset of 2178 centenarians and 2299 middle-age controls of Chinese Longitudinal Healthy Longevity Study (CLHLS). This discovery is replicated across North and South regions of China, and is further confirmed by North-South discovery/replication analyses of different and independent datasets of Chinese healthy aging candidate genes with CLHLS participants who are not in CLHLS GWAS, including 2972 centenarians and 1992 middle-age controls. Our polygenic risk score analyses of eight exclusive groups of sex-specific genes, analyses of sex-specific and not-sex-specific individual genes, and Genome-wide Complex Trait Analysis using all SNPs all reconfirm that genetic associations with longevity are on average stronger in females than in males. Our discovery/replication analyses are based on genetic datasets of in total 5150 centenarians and compatible middle-age controls, which comprises the worldwide largest sample of centenarians. The present study's findings may partially explain the well-known male-female health-survival paradox and suggest that genetic variants may be associated with different reactions between males and females to the same vaccine, drug treatment and/or nutritional intervention. Thus, our findings provide evidence to steer away from traditional view that "one-size-fits-all" for clinical interventions, and to consider sex differences for improving healthcare efficiency. We suggest future investigations focusing on effects of interactions between sex-specific genetic variants and environment on longevity as well as biological function.
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Affiliation(s)
- Yi Zeng
- Center for Healthy Aging and Development Studies, National School of Development, Peking University, Beijing, 100871, China
- Center for the Study of Aging and Human Development, Medical School of Duke University, Durham, NC, USA, 27710
| | - Huashuai Chen
- Center for Healthy Aging and Development Studies, National School of Development, Peking University, Beijing, 100871, China
- Business School of Xiangtan University, Xiangtan, 411105, China
| | | | - Zijun Song
- The First Affiliated Hospital, Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, 310058, China
| | - Yao Yao
- Center for the Study of Aging and Human Development, Medical School of Duke University, Durham, NC, USA, 27710
| | - Xiaoyan Lei
- Center for the Study of Aging and Human Development, Medical School of Duke University, Durham, NC, USA, 27710
| | - Xiaozhen Lv
- French National Institute of Health and Medical Research (INSERM) and Ecole Pratique des Hautes Etudes (EPHE) FR, Italy
| | - Lingguo Cheng
- School of Business, Nanjing University, Nanjing, 210093, China
| | | | - Chen Bai
- Center for the Study of Aging and Human Development, Medical School of Duke University, Durham, NC, USA, 27710
| | - Zhaoxue Yin
- Division of Non-Communicable Disease Control and Community Health, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Yuebin Lv
- National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100021, China
| | - Jiehua Lu
- Department of Sociology, Peking University, Beijing, 100871, China
| | - Jianxin Li
- Department of Sociology, Peking University, Beijing, 100871, China
| | - Kenneth C. Land
- Duke Population Research Institute's Center for Population Health and Aging, Duke University, Durham, NC, USA, 27710
| | - Anatoliy Yashin
- Duke Population Research Institute's Center for Population Health and Aging, Duke University, Durham, NC, USA, 27710
| | - Angela M. O'Rand
- Duke Population Research Institute's Center for Population Health and Aging, Duke University, Durham, NC, USA, 27710
| | - Liang Sun
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Ze Yang
- The MOH Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Beijing, 100730, China
| | - Wei Tao
- School of Life Sciences, Peking University, Beijing, 100871, China
| | - Jun Gu
- School of Life Sciences, Peking University, Beijing, 100871, China
| | - William Gottschalk
- Department of Neurology, Medical Center, Duke University, Durham, NC, USA, 27710
| | - Qihua Tan
- University of Southern Denmark, Odense, DK-5000, Denmark
| | | | - Therese Hesketh
- Institute for Global Health, University College London, London, UK
- Institute for Global Health, School of Public Health, Zhejiang University, Hangzhou, 310058, China
| | - Xiao-Li Tian
- Human Aging Research Institute and School of Life Science, Nanchang University, Jiangxi, 330031, China
| | - Huanming Yang
- BGI-Shenzhen, Shenzhen, 518083, China
- James D. Watson Institute of Genome Sciences, Hangzhou 310008, China310058
| | - Viviana Egidi
- Department of Statistical Sciences, University of Rome La Sapienza, Roma, 00161, Italy
| | - Graziella Caselli
- Department of Statistical Sciences, University of Rome La Sapienza, Roma, 00161, Italy
| | - Jean-Marie Robine
- French National Institute of Health and Medical Research (INSERM) and Ecole Pratique des Hautes Etudes (EPHE) FR, Italy
| | - Huali Wang
- The Third Affiliated Hospital of Health Science Center, Peking University, Italy
| | - Xiaoming Shi
- National Institute of Environmental Health, Chinese Center for Disease Control and Prevention, Beijing, 100021, China
| | | | - Michael W. Lutz
- Department of Neurology, Medical Center, Duke University, Durham, NC, USA, 27710
| | - Chao Nie
- BGI-Shenzhen, Shenzhen, 518083, China
- BGI Education Center, University of Chinese Academy of Sciences, Shenzhen, 518083, China
| | - Junxia Min
- The First Affiliated Hospital, Institute of Translational Medicine, Zhejiang University School of Medicine, Hangzhou, 310058, China
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Secci R, Hartmann A, Walter M, Grabe HJ, Van der Auwera-Palitschka S, Kowald A, Palmer D, Rimbach G, Fuellen G, Barrantes I. Biomarkers of geroprotection and cardiovascular health: An overview of omics studies and established clinical biomarkers in the context of diet. Crit Rev Food Sci Nutr 2021; 63:2426-2446. [PMID: 34648415 DOI: 10.1080/10408398.2021.1975638] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
The slowdown, inhibition, or reversal of age-related decline (as a composite of disease, dysfunction, and, ultimately, death) by diet or natural compounds can be defined as dietary geroprotection. While there is no single reliable biomarker to judge the effects of dietary geroprotection, biomarker signatures based on omics (epigenetics, gene expression, microbiome composition) are promising candidates. Recently, omic biomarkers started to supplement established clinical ones such as lipid profiles and inflammatory cytokines. In this review, we focus on human data. We first summarize the current take on genetic biomarkers based on epidemiological studies. However, most of the remaining biomarkers that we describe, whether omics-based or clinical, are related to intervention studies. Then, because of their promising potential in the context of dietary geroprotection, we focus on the effects of berry-based interventions, which up to now have been mostly described employing clinical markers. We provide an aggregation and tabulation of all the recent systematic reviews and meta-analyses that we could find related to this topic. Finally, we present evidence for the importance of the "nutribiography," that is, the influence that an individual's history of diet and natural compound consumption can have on the effects of dietary geroprotection.
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Affiliation(s)
- Riccardo Secci
- Junior Research Group Translational Bioinformatics, Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany
| | - Alexander Hartmann
- Institute for Clinical Chemistry and Laboratory Medicine, University Medical Center Rostock, University of Rostock, Rostock, Germany
| | - Michael Walter
- Institute for Clinical Chemistry and Laboratory Medicine, University Medical Center Rostock, University of Rostock, Rostock, Germany.,Institute of Laboratory Medicine, Clinical Chemistry, and Pathobiochemistry, Charite University Medical Center, Berlin, Germany
| | - Hans Jörgen Grabe
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.,German Centre for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Greifswald, Germany
| | - Sandra Van der Auwera-Palitschka
- Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.,German Centre for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Greifswald, Germany
| | - Axel Kowald
- Institute for Biostatistics and Informatics in Medicine and Aging Research, Rostock University Medical Center, Rostock, Germany
| | - Daniel Palmer
- Institute for Biostatistics and Informatics in Medicine and Aging Research, Rostock University Medical Center, Rostock, Germany
| | - Gerald Rimbach
- Institute of Human Nutrition and Food Science, University of Kiel, Kiel, Germany
| | - Georg Fuellen
- Institute for Biostatistics and Informatics in Medicine and Aging Research, Rostock University Medical Center, Rostock, Germany
| | - Israel Barrantes
- Junior Research Group Translational Bioinformatics, Institute for Biostatistics and Informatics in Medicine and Ageing Research, Rostock University Medical Center, Rostock, Germany
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