Trans-biobank analysis with 676,000 individuals elucidates the association of polygenic risk scores of complex traits with human lifespan
FinnGeniD, Saori SakaueiD, Masahiro KanaiiD, Juha M KarjalaineniD, Masato AkiyamaiD, Mitja KurkiiD, Nana MatobaiD, Atsushi TakahashiiD, Makoto HirataiD, Michiaki KuboiD, Koichi MatsudaiD, Yoshinori MurakamiiD, Mark J. DalyiD, Yoichiro KamataniiD, Yukinori OkadaiD
Abstract
Human genetics seeks a way to improve human health on a global scale. Expectations are running high for polygenic risk scores (PRSs) to be translated into clinical practice to predict an inborn susceptibility to health risks. While risk stratification based on PRS is one way to promote population health, a strategy to utilize genetics to prioritize modifiable risk factors and biomarkers driving heath outcome is also warranted. To this end, here we utilized PRSs to comprehensively investigate the association of the genetic susceptibility to complex traits with human lifespan in collaboration with three worldwide biobanks (ntotal = 675,898). First, we conducted genome-wide association studies for 45 quantitative clinical phenotypes, constructed the individual PRSs, and associated them with the age at death of 179,066 participants in BioBank Japan. The PRSs revealed that the genetic susceptibility of high systolic blood pressure (sBP) was strongly associated with a shorter lifespan (hazard ratio [HR] = 1.03, P = 1.4x10-7). Next, we sought to replicate these associations in individuals of European ancestry in UK Biobank (n = 361,194) and FinnGen (n = 135,638). Among the investigated traits, the individuals with higher blood pressure-related PRSs were trans-ethnically associated with a shorter lifespan (HR = 1.03, Pmeta = 3.9x10-13 for sBP) and parental lifespan (HR = 1.06, PUKBB = 2.0x10-86 for sBP). Further, our trans-biobank study identified additional complex traits associated with lifespan (e.g., obesity, height, serum lipids, and platelet counts). Of them, obesity-related traits showed strikingly heterogeneous effects on lifespan between Japanese and European populations (Pheterogeneity = 9.5x10-8 for body mass index). Through trans-ethnic biobank collaboration, we elucidated the novel value of the PRS study in genetics-driven prioritization of risk factors and biomarkers which can be medically intervened to improve population health.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 120
- FWCI
- 10.68
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Distribution of 54 polygenic risk scores for common diseases in long lived individuals and their offspring
Sophia Gunn, Michael Wainberg, … Paola Sebastiani B·GeroSciencePeer-reviewed·Feb 4, 2022
- Polygenic and clinical risk scores and their impact on age at onset of cardiometabolic diseases and common cancers
Nina Mars, Jukka T. Koskela, … Samuli Ripatti·bioRxiv·Oct 30, 2019
- Significant Sparse Polygenic Risk Scores across 813 traits in UK Biobank
Yosuke Tanigawa, Junyang Qian, … Manuel A. Rivas·PLoS GeneticsPeer-reviewed·Mar 24, 2022
- Global biobank analyses provide lessons for developing polygenic risk scores across diverse cohorts
Ying Wang, Shinichi Namba, … Clara Lajonchere·Cell GenomicsPeer-reviewed·Jan 1, 2023
- Prospective analysis of incident disease among individuals of diverse ancestries using genetic and conventional risk factors
Wei Wang, Nicholas Eriksson, … Suyash Shringarpure·medRxiv·Oct 23, 2023
- Quantifying factors that affect polygenic risk score performance across diverse ancestries and age groups for body mass index
Daniel J. Hui, Brenda Xiao, … Marylyn DeRiggi Ritchie·Pacific Symposium on Biocomputing (PSB)Peer-reviewed·Nov 1, 2022