Metabolic profiles of socio-economic position: a multi-cohort analysis

Abstract Background Low socio-economic position (SEP) is a risk factor for multiple health outcomes, but its molecular imprints in the body remain unclear. Methods We examined SEP as a determinant of serum nuclear magnetic resonance metabolic profiles in ∼30 000 adults and 4000 children across 10 UK...

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Veröffentlicht in:International journal of epidemiology 2021-07, Vol.50 (3), p.768-782
Hauptverfasser: Robinson, Oliver, Carter, Alice R, Ala-Korpela, Mika, Casas, Juan P, Chaturvedi, Nishi, Engmann, Jorgen, Howe, Laura D, Hughes, Alun D, Järvelin, Marjo-Riitta, Kähönen, Mika, Karhunen, Ville, Kuh, Diana, Shah, Tina, Ben-Shlomo, Yoav, Sofat, Reecha, Lau, Chung-Ho E, Lehtimäki, Terho, Menon, Usha, Raitakari, Olli, Ryan, Andy, Providencia, Rui, Smith, Stephanie, Taylor, Julie, Tillin, Therese, Viikari, Jorma, Wong, Andrew, Hingorani, Aroon D, Kivimäki, Mika, Vineis, Paolo
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container_issue 3
container_start_page 768
container_title International journal of epidemiology
container_volume 50
creator Robinson, Oliver
Carter, Alice R
Ala-Korpela, Mika
Casas, Juan P
Chaturvedi, Nishi
Engmann, Jorgen
Howe, Laura D
Hughes, Alun D
Järvelin, Marjo-Riitta
Kähönen, Mika
Karhunen, Ville
Kuh, Diana
Shah, Tina
Ben-Shlomo, Yoav
Sofat, Reecha
Lau, Chung-Ho E
Lehtimäki, Terho
Menon, Usha
Raitakari, Olli
Ryan, Andy
Providencia, Rui
Smith, Stephanie
Taylor, Julie
Tillin, Therese
Viikari, Jorma
Wong, Andrew
Hingorani, Aroon D
Kivimäki, Mika
Vineis, Paolo
description Abstract Background Low socio-economic position (SEP) is a risk factor for multiple health outcomes, but its molecular imprints in the body remain unclear. Methods We examined SEP as a determinant of serum nuclear magnetic resonance metabolic profiles in ∼30 000 adults and 4000 children across 10 UK and Finnish cohort studies. Results In risk-factor-adjusted analysis of 233 metabolic measures, low educational attainment was associated with 37 measures including higher levels of triglycerides in small high-density lipoproteins (HDL) and lower levels of docosahexaenoic acid (DHA), omega-3 fatty acids, apolipoprotein A1, large and very large HDL particles (including levels of their respective lipid constituents) and cholesterol measures across different density lipoproteins. Among adults whose father worked in manual occupations, associations with apolipoprotein A1, large and very large HDL particles and HDL-2 cholesterol remained after adjustment for SEP in later life. Among manual workers, levels of glutamine were higher compared with non-manual workers. All three indicators of low SEP were associated with lower DHA, omega-3 fatty acids and HDL diameter. At all ages, children of manual workers had lower levels of DHA as a proportion of total fatty acids. Conclusions Our work indicates that social and economic factors have a measurable impact on human physiology. Lower SEP was independently associated with a generally unfavourable metabolic profile, consistent across ages and cohorts. The metabolites we found to be associated with SEP, including DHA, are known to predict cardiovascular disease and cognitive decline in later life and may contribute to health inequalities.
doi_str_mv 10.1093/ije/dyaa188
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Methods We examined SEP as a determinant of serum nuclear magnetic resonance metabolic profiles in ∼30 000 adults and 4000 children across 10 UK and Finnish cohort studies. Results In risk-factor-adjusted analysis of 233 metabolic measures, low educational attainment was associated with 37 measures including higher levels of triglycerides in small high-density lipoproteins (HDL) and lower levels of docosahexaenoic acid (DHA), omega-3 fatty acids, apolipoprotein A1, large and very large HDL particles (including levels of their respective lipid constituents) and cholesterol measures across different density lipoproteins. Among adults whose father worked in manual occupations, associations with apolipoprotein A1, large and very large HDL particles and HDL-2 cholesterol remained after adjustment for SEP in later life. Among manual workers, levels of glutamine were higher compared with non-manual workers. All three indicators of low SEP were associated with lower DHA, omega-3 fatty acids and HDL diameter. At all ages, children of manual workers had lower levels of DHA as a proportion of total fatty acids. Conclusions Our work indicates that social and economic factors have a measurable impact on human physiology. Lower SEP was independently associated with a generally unfavourable metabolic profile, consistent across ages and cohorts. The metabolites we found to be associated with SEP, including DHA, are known to predict cardiovascular disease and cognitive decline in later life and may contribute to health inequalities.</description><identifier>ISSN: 0300-5771</identifier><identifier>EISSN: 1464-3685</identifier><identifier>DOI: 10.1093/ije/dyaa188</identifier><identifier>PMID: 33221853</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Adult ; Child ; Cohort Studies ; Educational Status ; Finland - epidemiology ; Humans ; Metabolome ; Social Determinants of Health ; Triglycerides</subject><ispartof>International journal of epidemiology, 2021-07, Vol.50 (3), p.768-782</ispartof><rights>The Author(s) 2020. Published by Oxford University Press on behalf of the International Epidemiological Association. 2020</rights><rights>The Author(s) 2020. 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Methods We examined SEP as a determinant of serum nuclear magnetic resonance metabolic profiles in ∼30 000 adults and 4000 children across 10 UK and Finnish cohort studies. Results In risk-factor-adjusted analysis of 233 metabolic measures, low educational attainment was associated with 37 measures including higher levels of triglycerides in small high-density lipoproteins (HDL) and lower levels of docosahexaenoic acid (DHA), omega-3 fatty acids, apolipoprotein A1, large and very large HDL particles (including levels of their respective lipid constituents) and cholesterol measures across different density lipoproteins. Among adults whose father worked in manual occupations, associations with apolipoprotein A1, large and very large HDL particles and HDL-2 cholesterol remained after adjustment for SEP in later life. Among manual workers, levels of glutamine were higher compared with non-manual workers. All three indicators of low SEP were associated with lower DHA, omega-3 fatty acids and HDL diameter. At all ages, children of manual workers had lower levels of DHA as a proportion of total fatty acids. Conclusions Our work indicates that social and economic factors have a measurable impact on human physiology. Lower SEP was independently associated with a generally unfavourable metabolic profile, consistent across ages and cohorts. The metabolites we found to be associated with SEP, including DHA, are known to predict cardiovascular disease and cognitive decline in later life and may contribute to health inequalities.</description><subject>Adult</subject><subject>Child</subject><subject>Cohort Studies</subject><subject>Educational Status</subject><subject>Finland - epidemiology</subject><subject>Humans</subject><subject>Metabolome</subject><subject>Social Determinants of Health</subject><subject>Triglycerides</subject><issn>0300-5771</issn><issn>1464-3685</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>TOX</sourceid><sourceid>EIF</sourceid><recordid>eNp9kDtLxEAUhQdRdH1U9pJKBIk7dx7ZiYUgiy9YsbEfJpMbHUly10wi7L83sqtoY3WL83HO5WPsGPgF8FxOwxtOy5VzYMwWm4DKVCozo7fZhEvOUz2bwR7bj_GNc1BK5btsT0ohwGg5YbeP2LuC6uCTZUdVqDEmVCWRfKAUPbXUfEUUQx-ovUxc0gx1H1JPr9T1iWtdvYohHrKdytURjzb3gD3f3jzP79PF093D_HqRegWiTzPuNRqjZ1qXBRSKuxy1zAuEMlOQG-klN1VRgJZFDtpBqRBFpjIpStRaHrCrde1yKBosPbZ952q77ELjupUlF-zfpA2v9oU-rBEzEBzGgrNNQUfvA8beNiF6rGvXIg3RinEqGzXlYkTP16jvKMYOq58Z4PZLvB3F2434kT75_dkP-216BE7XAA3Lf5s-AUtCjcA</recordid><startdate>20210709</startdate><enddate>20210709</enddate><creator>Robinson, Oliver</creator><creator>Carter, Alice R</creator><creator>Ala-Korpela, Mika</creator><creator>Casas, Juan P</creator><creator>Chaturvedi, Nishi</creator><creator>Engmann, Jorgen</creator><creator>Howe, Laura D</creator><creator>Hughes, Alun D</creator><creator>Järvelin, Marjo-Riitta</creator><creator>Kähönen, Mika</creator><creator>Karhunen, Ville</creator><creator>Kuh, Diana</creator><creator>Shah, Tina</creator><creator>Ben-Shlomo, Yoav</creator><creator>Sofat, Reecha</creator><creator>Lau, Chung-Ho E</creator><creator>Lehtimäki, Terho</creator><creator>Menon, Usha</creator><creator>Raitakari, Olli</creator><creator>Ryan, Andy</creator><creator>Providencia, Rui</creator><creator>Smith, Stephanie</creator><creator>Taylor, Julie</creator><creator>Tillin, Therese</creator><creator>Viikari, Jorma</creator><creator>Wong, Andrew</creator><creator>Hingorani, Aroon D</creator><creator>Kivimäki, Mika</creator><creator>Vineis, Paolo</creator><general>Oxford University Press</general><scope>TOX</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-2817-4195</orcidid><orcidid>https://orcid.org/0000-0001-5905-1206</orcidid><orcidid>https://orcid.org/0000-0002-4699-5627</orcidid><orcidid>https://orcid.org/0000-0001-5432-5271</orcidid><orcidid>https://orcid.org/0000-0002-4735-0468</orcidid><orcidid>https://orcid.org/0000-0001-8935-4566</orcidid></search><sort><creationdate>20210709</creationdate><title>Metabolic profiles of socio-economic position: a multi-cohort analysis</title><author>Robinson, Oliver ; 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Methods We examined SEP as a determinant of serum nuclear magnetic resonance metabolic profiles in ∼30 000 adults and 4000 children across 10 UK and Finnish cohort studies. Results In risk-factor-adjusted analysis of 233 metabolic measures, low educational attainment was associated with 37 measures including higher levels of triglycerides in small high-density lipoproteins (HDL) and lower levels of docosahexaenoic acid (DHA), omega-3 fatty acids, apolipoprotein A1, large and very large HDL particles (including levels of their respective lipid constituents) and cholesterol measures across different density lipoproteins. Among adults whose father worked in manual occupations, associations with apolipoprotein A1, large and very large HDL particles and HDL-2 cholesterol remained after adjustment for SEP in later life. Among manual workers, levels of glutamine were higher compared with non-manual workers. All three indicators of low SEP were associated with lower DHA, omega-3 fatty acids and HDL diameter. At all ages, children of manual workers had lower levels of DHA as a proportion of total fatty acids. Conclusions Our work indicates that social and economic factors have a measurable impact on human physiology. Lower SEP was independently associated with a generally unfavourable metabolic profile, consistent across ages and cohorts. 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subjects Adult
Child
Cohort Studies
Educational Status
Finland - epidemiology
Humans
Metabolome
Social Determinants of Health
Triglycerides
title Metabolic profiles of socio-economic position: a multi-cohort analysis
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