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 |
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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 |
format | Article |
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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.</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. Published by Oxford University Press on behalf of the International Epidemiological Association.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c412t-60c5e885755db1b40a9e539be1d641983c308fbb153b915a1d4ee264632de553</citedby><cites>FETCH-LOGICAL-c412t-60c5e885755db1b40a9e539be1d641983c308fbb153b915a1d4ee264632de553</cites><orcidid>0000-0003-2817-4195 ; 0000-0001-5905-1206 ; 0000-0002-4699-5627 ; 0000-0001-5432-5271 ; 0000-0002-4735-0468 ; 0000-0001-8935-4566</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,1578,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33221853$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Robinson, Oliver</creatorcontrib><creatorcontrib>Carter, Alice R</creatorcontrib><creatorcontrib>Ala-Korpela, Mika</creatorcontrib><creatorcontrib>Casas, Juan P</creatorcontrib><creatorcontrib>Chaturvedi, Nishi</creatorcontrib><creatorcontrib>Engmann, Jorgen</creatorcontrib><creatorcontrib>Howe, Laura D</creatorcontrib><creatorcontrib>Hughes, Alun D</creatorcontrib><creatorcontrib>Järvelin, Marjo-Riitta</creatorcontrib><creatorcontrib>Kähönen, Mika</creatorcontrib><creatorcontrib>Karhunen, Ville</creatorcontrib><creatorcontrib>Kuh, Diana</creatorcontrib><creatorcontrib>Shah, Tina</creatorcontrib><creatorcontrib>Ben-Shlomo, Yoav</creatorcontrib><creatorcontrib>Sofat, Reecha</creatorcontrib><creatorcontrib>Lau, Chung-Ho E</creatorcontrib><creatorcontrib>Lehtimäki, Terho</creatorcontrib><creatorcontrib>Menon, Usha</creatorcontrib><creatorcontrib>Raitakari, Olli</creatorcontrib><creatorcontrib>Ryan, Andy</creatorcontrib><creatorcontrib>Providencia, Rui</creatorcontrib><creatorcontrib>Smith, Stephanie</creatorcontrib><creatorcontrib>Taylor, Julie</creatorcontrib><creatorcontrib>Tillin, Therese</creatorcontrib><creatorcontrib>Viikari, Jorma</creatorcontrib><creatorcontrib>Wong, Andrew</creatorcontrib><creatorcontrib>Hingorani, Aroon D</creatorcontrib><creatorcontrib>Kivimäki, Mika</creatorcontrib><creatorcontrib>Vineis, Paolo</creatorcontrib><title>Metabolic profiles of socio-economic position: a multi-cohort analysis</title><title>International journal of epidemiology</title><addtitle>Int J Epidemiol</addtitle><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.</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 ; 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</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c412t-60c5e885755db1b40a9e539be1d641983c308fbb153b915a1d4ee264632de553</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adult</topic><topic>Child</topic><topic>Cohort Studies</topic><topic>Educational Status</topic><topic>Finland - epidemiology</topic><topic>Humans</topic><topic>Metabolome</topic><topic>Social Determinants of Health</topic><topic>Triglycerides</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Robinson, Oliver</creatorcontrib><creatorcontrib>Carter, Alice R</creatorcontrib><creatorcontrib>Ala-Korpela, Mika</creatorcontrib><creatorcontrib>Casas, Juan P</creatorcontrib><creatorcontrib>Chaturvedi, Nishi</creatorcontrib><creatorcontrib>Engmann, Jorgen</creatorcontrib><creatorcontrib>Howe, Laura D</creatorcontrib><creatorcontrib>Hughes, Alun D</creatorcontrib><creatorcontrib>Järvelin, Marjo-Riitta</creatorcontrib><creatorcontrib>Kähönen, Mika</creatorcontrib><creatorcontrib>Karhunen, Ville</creatorcontrib><creatorcontrib>Kuh, Diana</creatorcontrib><creatorcontrib>Shah, Tina</creatorcontrib><creatorcontrib>Ben-Shlomo, Yoav</creatorcontrib><creatorcontrib>Sofat, Reecha</creatorcontrib><creatorcontrib>Lau, Chung-Ho E</creatorcontrib><creatorcontrib>Lehtimäki, Terho</creatorcontrib><creatorcontrib>Menon, Usha</creatorcontrib><creatorcontrib>Raitakari, Olli</creatorcontrib><creatorcontrib>Ryan, Andy</creatorcontrib><creatorcontrib>Providencia, Rui</creatorcontrib><creatorcontrib>Smith, Stephanie</creatorcontrib><creatorcontrib>Taylor, Julie</creatorcontrib><creatorcontrib>Tillin, Therese</creatorcontrib><creatorcontrib>Viikari, Jorma</creatorcontrib><creatorcontrib>Wong, Andrew</creatorcontrib><creatorcontrib>Hingorani, Aroon D</creatorcontrib><creatorcontrib>Kivimäki, Mika</creatorcontrib><creatorcontrib>Vineis, Paolo</creatorcontrib><collection>Oxford Journals Open Access Collection</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>International journal of epidemiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Robinson, Oliver</au><au>Carter, Alice R</au><au>Ala-Korpela, Mika</au><au>Casas, Juan P</au><au>Chaturvedi, Nishi</au><au>Engmann, Jorgen</au><au>Howe, Laura D</au><au>Hughes, Alun D</au><au>Järvelin, Marjo-Riitta</au><au>Kähönen, Mika</au><au>Karhunen, Ville</au><au>Kuh, Diana</au><au>Shah, Tina</au><au>Ben-Shlomo, Yoav</au><au>Sofat, Reecha</au><au>Lau, Chung-Ho E</au><au>Lehtimäki, Terho</au><au>Menon, Usha</au><au>Raitakari, Olli</au><au>Ryan, Andy</au><au>Providencia, Rui</au><au>Smith, Stephanie</au><au>Taylor, Julie</au><au>Tillin, Therese</au><au>Viikari, Jorma</au><au>Wong, Andrew</au><au>Hingorani, Aroon D</au><au>Kivimäki, Mika</au><au>Vineis, Paolo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Metabolic profiles of socio-economic position: a multi-cohort analysis</atitle><jtitle>International journal of epidemiology</jtitle><addtitle>Int J Epidemiol</addtitle><date>2021-07-09</date><risdate>2021</risdate><volume>50</volume><issue>3</issue><spage>768</spage><epage>782</epage><pages>768-782</pages><issn>0300-5771</issn><eissn>1464-3685</eissn><abstract>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.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>33221853</pmid><doi>10.1093/ije/dyaa188</doi><tpages>15</tpages><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><oa>free_for_read</oa></addata></record> |
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source | Oxford University Press Journals All Titles (1996-Current); MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Alma/SFX Local Collection |
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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