Cargando…

Do Loneliness and Per Capita Income Combine to Increase the Pace of Biological Aging for Black Adults across Late Middle Age?

In a sample of 685 late middle-aged Black adults (M age at 2019 = 57.17 years), we examined the effects of loneliness and per capita income on accelerated aging using a newly developed DNA-methylation based index: the DunedinPACE. First, using linear, mixed effects regression in a growth curve frame...

Descripción completa

Detalles Bibliográficos
Autores principales: Beach, Steven R. H., Klopack, Eric T., Carter, Sierra E., Philibert, Robert A., Simons, Ronald L., Gibbons, Frederick X., Ong, Mei Ling, Gerrard, Meg, Lei, Man-Kit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9602511/
https://www.ncbi.nlm.nih.gov/pubmed/36294002
http://dx.doi.org/10.3390/ijerph192013421
_version_ 1784817336160616448
author Beach, Steven R. H.
Klopack, Eric T.
Carter, Sierra E.
Philibert, Robert A.
Simons, Ronald L.
Gibbons, Frederick X.
Ong, Mei Ling
Gerrard, Meg
Lei, Man-Kit
author_facet Beach, Steven R. H.
Klopack, Eric T.
Carter, Sierra E.
Philibert, Robert A.
Simons, Ronald L.
Gibbons, Frederick X.
Ong, Mei Ling
Gerrard, Meg
Lei, Man-Kit
author_sort Beach, Steven R. H.
collection PubMed
description In a sample of 685 late middle-aged Black adults (M age at 2019 = 57.17 years), we examined the effects of loneliness and per capita income on accelerated aging using a newly developed DNA-methylation based index: the DunedinPACE. First, using linear, mixed effects regression in a growth curve framework, we found that change in DunedinPACE was dependent on age, with a linear model best fitting the data (b = 0.004, p < 0.001), indicating that average pace of change increased among older participants. A quadratic effect was also tested, but was non-significant. Beyond the effect of age, both change in loneliness (b = 0.009, p < 0.05) and change in per capita income (b = −0.016, p < 0.001) were significantly associated with change in DunedinPACE across an 11-year period, accounting for significant between person variability observed in the unconditional model. Including non-self-report indices of smoking and alcohol use did not reduce the association of loneliness or per capita income with DunedinPACE. However, change in smoking was strongly associated with change in DunedinPACE such that those reducing their smoking aged less rapidly than those continuing to smoke. In addition, both loneliness and per capita income were associated with DunedinPACE after controlling for variation in cell-types.
format Online
Article
Text
id pubmed-9602511
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-96025112022-10-27 Do Loneliness and Per Capita Income Combine to Increase the Pace of Biological Aging for Black Adults across Late Middle Age? Beach, Steven R. H. Klopack, Eric T. Carter, Sierra E. Philibert, Robert A. Simons, Ronald L. Gibbons, Frederick X. Ong, Mei Ling Gerrard, Meg Lei, Man-Kit Int J Environ Res Public Health Article In a sample of 685 late middle-aged Black adults (M age at 2019 = 57.17 years), we examined the effects of loneliness and per capita income on accelerated aging using a newly developed DNA-methylation based index: the DunedinPACE. First, using linear, mixed effects regression in a growth curve framework, we found that change in DunedinPACE was dependent on age, with a linear model best fitting the data (b = 0.004, p < 0.001), indicating that average pace of change increased among older participants. A quadratic effect was also tested, but was non-significant. Beyond the effect of age, both change in loneliness (b = 0.009, p < 0.05) and change in per capita income (b = −0.016, p < 0.001) were significantly associated with change in DunedinPACE across an 11-year period, accounting for significant between person variability observed in the unconditional model. Including non-self-report indices of smoking and alcohol use did not reduce the association of loneliness or per capita income with DunedinPACE. However, change in smoking was strongly associated with change in DunedinPACE such that those reducing their smoking aged less rapidly than those continuing to smoke. In addition, both loneliness and per capita income were associated with DunedinPACE after controlling for variation in cell-types. MDPI 2022-10-17 /pmc/articles/PMC9602511/ /pubmed/36294002 http://dx.doi.org/10.3390/ijerph192013421 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Beach, Steven R. H.
Klopack, Eric T.
Carter, Sierra E.
Philibert, Robert A.
Simons, Ronald L.
Gibbons, Frederick X.
Ong, Mei Ling
Gerrard, Meg
Lei, Man-Kit
Do Loneliness and Per Capita Income Combine to Increase the Pace of Biological Aging for Black Adults across Late Middle Age?
title Do Loneliness and Per Capita Income Combine to Increase the Pace of Biological Aging for Black Adults across Late Middle Age?
title_full Do Loneliness and Per Capita Income Combine to Increase the Pace of Biological Aging for Black Adults across Late Middle Age?
title_fullStr Do Loneliness and Per Capita Income Combine to Increase the Pace of Biological Aging for Black Adults across Late Middle Age?
title_full_unstemmed Do Loneliness and Per Capita Income Combine to Increase the Pace of Biological Aging for Black Adults across Late Middle Age?
title_short Do Loneliness and Per Capita Income Combine to Increase the Pace of Biological Aging for Black Adults across Late Middle Age?
title_sort do loneliness and per capita income combine to increase the pace of biological aging for black adults across late middle age?
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9602511/
https://www.ncbi.nlm.nih.gov/pubmed/36294002
http://dx.doi.org/10.3390/ijerph192013421
work_keys_str_mv AT beachstevenrh dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage
AT klopackerict dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage
AT cartersierrae dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage
AT philibertroberta dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage
AT simonsronaldl dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage
AT gibbonsfrederickx dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage
AT ongmeiling dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage
AT gerrardmeg dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage
AT leimankit dolonelinessandpercapitaincomecombinetoincreasethepaceofbiologicalagingforblackadultsacrosslatemiddleage