Residential bird biodiversity and frailty deficit accumulation: a longitudinal cohort study in New York City
Knobel, P.; Alaasam, V.; Krasnov, H.; Kloog, I.; Midya, V.; Federman, A.; Ko, F.; Yitshak Sade, M.
Show abstract
Urban nature is increasingly recognized as a determinant of healthy aging. However, research has largely focused on the quantity of greenness rather than biodiversity. Evidence supports an association between biodiversity and mental health, but physical aging evidence is very limited. We examined the longitudinal association between residential bird biodiversity and frailty severity using electronic health records. We conducted a retrospective cohort study of 20,388 adults aged 65 years and older receiving primary care in the Mount Sinai Health System in New York City, contributing 123,103 patient-years of follow-up (2011-2023). Residential bird biodiversity was derived from eBird citizen-science data as a modeled, bias-corrected latent Shannon diversity surface at the census-tract level yearly. Frailty severity was measured annually as the deficit count on the 31-item Veterans Affairs Frailty Index (VA-FI). We estimated associations using a negative binomial generalized additive model adjusted for age, sex, race and ethnicity, insurance, tract-level poverty, and non-Hispanic Black proportion, reporting results as the percent change in expected deficit count. We tested effect modification by age group (65-74, 75-84, over 85 years). Each interquartile range increase in residential bird Shannon diversity was associated with a 1.4% lower expected VA-FI deficit count (95% CI -2.1% to -0.8%). The association was strongest among adults aged 65-74 years (-3.0%, 95% CI -3.9% to -2.1%), attenuated among those aged 75-84 years (-0.8%, 95% CI -1.9% to 0.3%), and no longer evident among those aged 85 and older (+1.6%, 95% CI -0.0% to 3.3%). Greater residential bird biodiversity (reflecting both species richness and evenness) was associated with lower frailty severity, with the largest association in early old age. As a bioindicator of underlying environmental quality shaped by modifiable urban design, bird diversity may point to a avenue for supporting healthy aging in dense cities.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A Genome-Wide Association Study of the Frailty Index Highlights Synaptic Pathways in Aging 95%
- AnthropoAge, a novel approach to integrate body composition into the estimation of biological age 95%
- Epigenetic clocks of biological aging and risk of incident mild cognitive impairment and dementia: the Women's Health Initiative Memory Study 95%
Similar papers in this journal
- Frailty and loneliness among community-dwelling older adults: Examining reciprocal associations within a measurement burst design 93%
- Protocol for a randomised, double-blind trial of a chronotherapeutic mHealth behaviour change intervention to optimise light exposure among older adults aged >=60 years in Singapore (LightSPAN) 90%
- Consequences of Heterogeneity in Aging: Parental Age at Death Predicts Midlife All-Cause Mortality and Hospitalization in a Swedish National Birth Cohort 90%
Similar papers in this journal
- Quantification of the pace of biological aging in humans through a blood test: The DunedinPoAm DNA methylation algorithm 95%
- Lifestyles and their relative contribution to biological aging across multiple organ systems: change analysis from the China Multi-Ethnic Cohort Study 94%
- A mathematical model that predicts human biological age from physiological traits identifies environmental and genetic factors that influence aging 93%
Similar papers in this journal
Similar papers in this journal
- Social connections are differentially related to perceived and physiological age acceleration amongst older adults 95%
- The Milieu Interieur follow-up study - an integrative approach for studying immunological variation in an aging population 95%
- Using deep learning to predict age from liver and pancreas magnetic resonance images allows the identification of genetic and non-genetic factors associated with abdominal aging 94%
"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.