RESUMEN
BACKGROUND: Adult height has been associated with handgrip strength, which is a surrogate marker of physical frailty. However, it is uncertain if this association is causative or due to confounding bias. METHODS: We evaluated pairwise associations among handgrip strength, adult height and genetically determined height [using a polygenic score (PGS) for height in a mediation framework and a two-sample Mendelian randomisation approach] by means of multivariable regression model using a prospective cohort of Chinese living in Singapore. We additionally evaluated pathway enrichments of height-related genes in relation to increased handgrip strength to discover common biological mechanisms underlying associations of genetically determined height with handgrip strength. RESULTS: Height PGS exhibited a positive association with handgrip strength at late life after adjusting for midlife body weight and other baseline exposures (cigarette smoking, education and physical activity status, P=1.2×10-9). Approximately 66.4% of the total effect of height PGS on handgrip strength was mediated through adult height (ßindirect-effect=0.034, Pindirect-effect=1.4×10-40). Two-sample Mendelian randomisation evaluations showed a consistent causal relationship between increased height and increased handgrip strength in late life (P between 6.6×10-4 and 3.9×10-18), with insignificant horizontal pleiotropic effects (PMR-Egger intercept=0.853). Pathway analyses of genes related to both increased adult height and handgrip strength revealed enrichment in ossification and adipogenesis pathways (Padj between 0.034 to 6.8×10-4). CONCLUSIONS: The study highlights on a potentially causal effect between increased adult height and increased handgrip strength at late life, which may be explained by related biological processes underlying preservation of muscle mass and strength in ageing.
RESUMEN
Genomic researchers increasingly utilize commercial cloud service providers (CSPs) to manage data and analytics needs. CSPs allow researchers to grow Information Technology (IT) infrastructure on demand to overcome bottlenecks when combining large datasets. However, without adequate security controls, the risk of unauthorized access may be higher for data stored on the cloud. Additionally, regulators are mandating data access patterns and specific security protocols for the storage and use of genomic data. While CSP provides tools for security and regulatory compliance, building the necessary controls required for cloud solutions is not trivial. Research Assets Provisioning and Tracking Online Repository (RAPTOR) by the Genome Institute of Singapore is a cloud-native genomics data repository and analytics platform that implements a "five-safes" framework to provide security and governance controls to data contributors and users, leveraging CSP for sharing and analysis of genomic datasets without the risk of security breaches or running afoul of regulations.