The age paradox in post-infectious sequelae: physiological reserve outweighs chronological age in Long COVID susceptibility
Azhir, A.; Cheng, J.; Tian, J.; Bassett, I. V.; Patel, C. J.; Klann, J. G.; Murphy, S. N.; Estiri, H.
Show abstract
BackgroundOlder age is widely considered a risk factor for post-acute sequelae of SARS-CoV-2 infection (PASC), typically attributed to immunosenescence and inflammaging. However, whether this association reflects intrinsic biological ageing or accumulated comorbidity burden remains unclear, with implications for clinical risk stratification. MethodsWe conducted a retrospective cohort study using the Precision PASC Research Cohort (P2RC) from Mass General Brigham, comprising 133,792 COVID-19 patients from 12 hospitals and 20 community health centres in Massachusetts (March 2020-May 2024). PASC was ascertained using a validated computational phenotyping algorithm. We used generalised estimating equations with cluster-robust variance to model PASC risk, causal mediation analysis to decompose age effects through comorbidity burden and acute severity, and specification curve analysis across 768 analytical specifications to assess robustness. FindingsAfter adjustment for comorbidity burden, each decade of age was associated with 6% lower odds of PASC (OR 0.94; 95% CI 0.93-0.95). Causal mediation analysis revealed that comorbidities accounted for 145% of the total age effect, indicating inconsistent mediation wherein ages direct protective effect was masked by its indirect harm through chronic disease accumulation. This protection was age-dependent: adults younger than 65 years retained robust resilience independent of comorbidities (ADE:-0.0042, p<0.001), whereas adults 65 years and older showed complete loss of this protection (ADE: +0.0020, p=0.14). InterpretationLong COVID susceptibility is driven by physiological reserve rather than chronological age until approximately age 65, beyond which age-related protective mechanisms become exhausted. Risk stratification should prioritise comorbidity burden over birth year in younger adults. FundingNational Institute of Allergy and Infectious Diseases (NIAID).
Matching journals
The top 11 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Sociodemographic Characteristics and Longitudinal Progression of Multimorbidity: A Multistate Modelling Analysis of a Large Primary Care Records Dataset in England 93%
- Factors associated with excess all-cause mortality in the first wave of COVID-19 pandemic in the UK: a time-series analysis using the Clinical Practice Research Datalink 92%
- Development and Characterization of Proteomic Aging Clocks in the Atherosclerosis Risk in Communities (ARIC) Study 91%
Similar papers in this journal
- Clinical risk factors and blood protein biomarkers of 10-year pneumonia risk 92%
- The confounded crude case-fatality rates for COVID-19 hide more than they reveal - a comparison of age-specific and age-adjusted rates between six countries 92%
- Impact of COVID-19 lockdown on psychosocial factors, health, and lifestyle in Scottish octogenarians: the Lothian Birth Cohort 1936 Study 92%
Similar papers in this journal
- Assessing Relative Coronavirus Disease 2019 Mortality: A Swiss Population-based Study 92%
- COVID-19 susceptibility and severity risks in a survey of over 500,000 individuals 92%
- Inequalities in healthcare disruptions during the Covid-19 pandemic: Evidence from 12 UK population-based longitudinal studies 92%
Similar papers in this journal
- Associations of four biological age markers with child development: A multi-omic analysis in the European HELIX cohort 92%
- An integrative study of five biological clocks in somatic and mental health 92%
- Ten months of temporal variation in the clinical journey of hospitalised patients with COVID-19: an observational cohort 92%
Similar papers in this journal
- No evidence for accelerated brain aging in patients with chronic non-cancer pain 89%
- Inflammatory reactivity is unrelated to childhood adversity or provoked modulation of nociception 88%
- Studies on CRMP2 SUMOylation-deficient transgenic mice identify sex-specific NaV1.7 regulation in the pathogenesis of chronic neuropathic pain 87%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.