# Genetic insights into number of long-term conditions and their relationship with lifespan

**Authors:** Youngjune Bhak, Bruce Guthrie, Albert Tenesa, Emmanuel Adewuyi, Emmanuel Adewuyi, Emmanuel Adewuyi, Emmanuel Adewuyi, Emmanuel Adewuyi

PMC · DOI: 10.1371/journal.pone.0340181 · PLOS One · 2026-01-30

## TL;DR

This study finds genetic factors linked to the number of long-term health conditions someone has and how that relates to how long they live.

## Contribution

The study identifies genetic loci associated with LTC burden and shows a strong genetic link between LTC burden and lifespan.

## Key findings

- HLA region loci were most significant in the GWAS for LTC burden.
- LTC burden has a global genetic correlation of -0.7869 with parental lifespan.
- Top 10% PRSLTC individuals had 0.9 years shorter lifespan and 0.73 more LTCs.

## Abstract

Relationships between the genetic risk for long-term conditions (LTCs) and lifespan have been reported. However, the genetic factors underlying the total number of LTCs an individual has (LTC burden) and their association with lifespan have not been fully investigated. This study aims to investigate the genetics of LTC burden and evaluate its relationship with lifespan.

A genome-wide association study (GWAS) and a genetic heritability test were conducted on LTC burden using data from 343,868 UK Biobank individuals. Global and local genetic correlations between the LTC burden and parental lifespan were estimated. A polygenic risk score (PRSLTC) for LTC burden was derived from a separate set of 34,339 UK Biobank individuals with records of age at death, who were not included in the GWAS analysis. The association between the PRSLTC and lifespan, as well as its ability to predict LTC burden, was assessed.

Loci in the HLA region were the most significant among the 21 significant independent loci from the GWAS. The estimated SNP heritability of LTC burden was 0.0963 and significantly different from zero (se = 0.0034, p-value = 1.77 x 10−176). The global genetic correlation between LTC burden and parental lifespan exhibited a significant global genetic correlation of −0.7869 (se = 0.0419, p-value 9.57 x 10−79). Additionally, 44 loci showed significant local genetic correlations (p-value < 2.23 x 10−5). Individuals in the highest 10% PRSLTC had, on average, a 0.9-year shorter lifespan and 0.73 more LTCs than those in the lowest 10%.

This study identifies significant genetic factors associated with LTC burden and their association with lifespan, providing insights into the genetic underpinnings of both multiple LTCs and lifespan.

## Full-text entities

- **Genes:** HLA-A (major histocompatibility complex, class I, A) [NCBI Gene 3105] {aka HLAA}
- **Diseases:** death (MESH:D003643)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12857943/full.md

## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12857943/full.md

## References

35 references — full list in the complete paper: https://tomesphere.com/paper/PMC12857943/full.md

---
Source: https://tomesphere.com/paper/PMC12857943