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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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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 |
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