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Insulin resistance and carotid intima-media thickness mediate the association between resting-state heart rate variability and executive function: A path modelling study
•HRV is associated with executive function, but causal pathways remain to be examined.•Available evidence provides a framework on which potential mechanisms are explored.•Insulin resistance and atherosclerosis mediated the HRV-cognition relationship in seriatim.•Results support a regulatory role of...
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Published in: | Biological psychology 2016-05, Vol.117, p.216-224 |
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container_title | Biological psychology |
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creator | Kemp, Andrew H. López, Santiago Rodríguez Passos, Valeria M.A. Bittencourt, Marcio S. Dantas, Eduardo M. Mill, José G. Ribeiro, Antonio L.P. Thayer, Julian F. Bensenor, Isabela M. Lotufo, Paulo A. |
description | •HRV is associated with executive function, but causal pathways remain to be examined.•Available evidence provides a framework on which potential mechanisms are explored.•Insulin resistance and atherosclerosis mediated the HRV-cognition relationship in seriatim.•Results support a regulatory role of vagal function over downstream processes.
Research has linked high-frequency heart rate variability (HF-HRV) to cognitive function. The present study adopts a modern path modelling approach to understand potential causal pathways that may underpin this relationship.
Here we examine the association between resting-state HF-HRV and executive function in a large sample of civil servants from Brazil (N=8114) recruited for the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). HF-HRV was calculated from 10-min resting-state electrocardiograms. Executive function was assessed using the trail-making test (version B).
Insulin resistance (a marker of type 2 diabetes mellitus) and carotid intima-media thickness (subclinical atherosclerosis) mediated the relationship between HRV and executive function in seriatim. A limitation of the present study is its cross-sectional design; therefore, conclusions must be confirmed in longitudinal study. Nevertheless, findings support that possibility that HRV provides a ‘spark’ that initiates a cascade of adverse downstream effects that subsequently leads to cognitive impairment. |
doi_str_mv | 10.1016/j.biopsycho.2016.04.006 |
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Research has linked high-frequency heart rate variability (HF-HRV) to cognitive function. The present study adopts a modern path modelling approach to understand potential causal pathways that may underpin this relationship.
Here we examine the association between resting-state HF-HRV and executive function in a large sample of civil servants from Brazil (N=8114) recruited for the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). HF-HRV was calculated from 10-min resting-state electrocardiograms. Executive function was assessed using the trail-making test (version B).
Insulin resistance (a marker of type 2 diabetes mellitus) and carotid intima-media thickness (subclinical atherosclerosis) mediated the relationship between HRV and executive function in seriatim. A limitation of the present study is its cross-sectional design; therefore, conclusions must be confirmed in longitudinal study. Nevertheless, findings support that possibility that HRV provides a ‘spark’ that initiates a cascade of adverse downstream effects that subsequently leads to cognitive impairment.</description><identifier>ISSN: 0301-0511</identifier><identifier>EISSN: 1873-6246</identifier><identifier>DOI: 10.1016/j.biopsycho.2016.04.006</identifier><identifier>PMID: 27090849</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Adult ; Brazil ; Carotid intima-media thickness ; Carotid Intima-Media Thickness - psychology ; Cognition ; Cross-Sectional Studies ; Executive function ; Executive Function - physiology ; Female ; Heart Rate - physiology ; Heart rate variability ; HOMA-IR ; Homeostasis model assessment index for insulin resistance ; HRV ; Humans ; IMT ; Insulin Resistance - physiology ; Male ; Mediation analyses ; Middle Aged ; Models, Biological ; Models, Psychological ; Path modelling ; TMT ; Trail making test</subject><ispartof>Biological psychology, 2016-05, Vol.117, p.216-224</ispartof><rights>2016 Elsevier B.V.</rights><rights>Copyright © 2016 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c453t-6f8515d73745464bc729bb936f525a05bc6cd506013cc9d1872ae8bc9d211bdb3</citedby><cites>FETCH-LOGICAL-c453t-6f8515d73745464bc729bb936f525a05bc6cd506013cc9d1872ae8bc9d211bdb3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27090849$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kemp, Andrew H.</creatorcontrib><creatorcontrib>López, Santiago Rodríguez</creatorcontrib><creatorcontrib>Passos, Valeria M.A.</creatorcontrib><creatorcontrib>Bittencourt, Marcio S.</creatorcontrib><creatorcontrib>Dantas, Eduardo M.</creatorcontrib><creatorcontrib>Mill, José G.</creatorcontrib><creatorcontrib>Ribeiro, Antonio L.P.</creatorcontrib><creatorcontrib>Thayer, Julian F.</creatorcontrib><creatorcontrib>Bensenor, Isabela M.</creatorcontrib><creatorcontrib>Lotufo, Paulo A.</creatorcontrib><title>Insulin resistance and carotid intima-media thickness mediate the association between resting-state heart rate variability and executive function: A path modelling study</title><title>Biological psychology</title><addtitle>Biol Psychol</addtitle><description>•HRV is associated with executive function, but causal pathways remain to be examined.•Available evidence provides a framework on which potential mechanisms are explored.•Insulin resistance and atherosclerosis mediated the HRV-cognition relationship in seriatim.•Results support a regulatory role of vagal function over downstream processes.
Research has linked high-frequency heart rate variability (HF-HRV) to cognitive function. The present study adopts a modern path modelling approach to understand potential causal pathways that may underpin this relationship.
Here we examine the association between resting-state HF-HRV and executive function in a large sample of civil servants from Brazil (N=8114) recruited for the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). HF-HRV was calculated from 10-min resting-state electrocardiograms. Executive function was assessed using the trail-making test (version B).
Insulin resistance (a marker of type 2 diabetes mellitus) and carotid intima-media thickness (subclinical atherosclerosis) mediated the relationship between HRV and executive function in seriatim. A limitation of the present study is its cross-sectional design; therefore, conclusions must be confirmed in longitudinal study. Nevertheless, findings support that possibility that HRV provides a ‘spark’ that initiates a cascade of adverse downstream effects that subsequently leads to cognitive impairment.</description><subject>Adult</subject><subject>Brazil</subject><subject>Carotid intima-media thickness</subject><subject>Carotid Intima-Media Thickness - psychology</subject><subject>Cognition</subject><subject>Cross-Sectional Studies</subject><subject>Executive function</subject><subject>Executive Function - physiology</subject><subject>Female</subject><subject>Heart Rate - physiology</subject><subject>Heart rate variability</subject><subject>HOMA-IR</subject><subject>Homeostasis model assessment index for insulin resistance</subject><subject>HRV</subject><subject>Humans</subject><subject>IMT</subject><subject>Insulin Resistance - physiology</subject><subject>Male</subject><subject>Mediation analyses</subject><subject>Middle Aged</subject><subject>Models, Biological</subject><subject>Models, Psychological</subject><subject>Path modelling</subject><subject>TMT</subject><subject>Trail making test</subject><issn>0301-0511</issn><issn>1873-6246</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqFUcuOEzEQtBCIDQu_AD5ymcGesT0z3KIVj5VW4gJny4_OxiGxg-0J5JP4SzrJstc99UPV1d1VhLzjrOWMqw-b1oa0L0e3Tm2HjZaJljH1jCz4OPSN6oR6ThasZ7xhkvMr8qqUDWOYS_mSXHUDm9gopgX5exvLvA2RZiihVBMdUBM9dSanGjwNsYadaXbgg6F1HdzPCKXQc10BOwgvJTmsQorUQv0NcGarId43yIioNZhcaT6lB5ODsWEb6vG8B_6Am2s4AF3N0Z04PtIl3Zu6prvkYYun3dNSZ398TV6szLbAm4d4TX58_vT95mtz9-3L7c3yrnFC9rVRqxGf9EM_CCmUsG7oJmunXq1kJw2T1innJVOM985NHuXqDIwW045z621_Td5fePc5_ZrxD70LxeElJkKai-YjG5WYeK-ehg7jJKZBKoHQ4QJ1OZWSYaX3GYXNR82ZPlmqN_rRUn2yVDOh0VKcfPuwZLYo--Pcfw8RsLwAAFU5BMi6uABopA8ZXNU-hSeX_AO4eLsc</recordid><startdate>201605</startdate><enddate>201605</enddate><creator>Kemp, Andrew H.</creator><creator>López, Santiago Rodríguez</creator><creator>Passos, Valeria M.A.</creator><creator>Bittencourt, Marcio S.</creator><creator>Dantas, Eduardo M.</creator><creator>Mill, José G.</creator><creator>Ribeiro, Antonio L.P.</creator><creator>Thayer, Julian F.</creator><creator>Bensenor, Isabela M.</creator><creator>Lotufo, Paulo A.</creator><general>Elsevier B.V</general><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>7TK</scope></search><sort><creationdate>201605</creationdate><title>Insulin resistance and carotid intima-media thickness mediate the association between resting-state heart rate variability and executive function: A path modelling study</title><author>Kemp, Andrew H. ; López, Santiago Rodríguez ; Passos, Valeria M.A. ; Bittencourt, Marcio S. ; Dantas, Eduardo M. ; Mill, José G. ; Ribeiro, Antonio L.P. ; Thayer, Julian F. ; Bensenor, Isabela M. ; Lotufo, Paulo A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c453t-6f8515d73745464bc729bb936f525a05bc6cd506013cc9d1872ae8bc9d211bdb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adult</topic><topic>Brazil</topic><topic>Carotid intima-media thickness</topic><topic>Carotid Intima-Media Thickness - psychology</topic><topic>Cognition</topic><topic>Cross-Sectional Studies</topic><topic>Executive function</topic><topic>Executive Function - physiology</topic><topic>Female</topic><topic>Heart Rate - physiology</topic><topic>Heart rate variability</topic><topic>HOMA-IR</topic><topic>Homeostasis model assessment index for insulin resistance</topic><topic>HRV</topic><topic>Humans</topic><topic>IMT</topic><topic>Insulin Resistance - physiology</topic><topic>Male</topic><topic>Mediation analyses</topic><topic>Middle Aged</topic><topic>Models, Biological</topic><topic>Models, Psychological</topic><topic>Path modelling</topic><topic>TMT</topic><topic>Trail making test</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kemp, Andrew H.</creatorcontrib><creatorcontrib>López, Santiago Rodríguez</creatorcontrib><creatorcontrib>Passos, Valeria M.A.</creatorcontrib><creatorcontrib>Bittencourt, Marcio S.</creatorcontrib><creatorcontrib>Dantas, Eduardo M.</creatorcontrib><creatorcontrib>Mill, José G.</creatorcontrib><creatorcontrib>Ribeiro, Antonio L.P.</creatorcontrib><creatorcontrib>Thayer, Julian F.</creatorcontrib><creatorcontrib>Bensenor, Isabela M.</creatorcontrib><creatorcontrib>Lotufo, Paulo A.</creatorcontrib><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>Neurosciences Abstracts</collection><jtitle>Biological psychology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kemp, Andrew H.</au><au>López, Santiago Rodríguez</au><au>Passos, Valeria M.A.</au><au>Bittencourt, Marcio S.</au><au>Dantas, Eduardo M.</au><au>Mill, José G.</au><au>Ribeiro, Antonio L.P.</au><au>Thayer, Julian F.</au><au>Bensenor, Isabela M.</au><au>Lotufo, Paulo A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Insulin resistance and carotid intima-media thickness mediate the association between resting-state heart rate variability and executive function: A path modelling study</atitle><jtitle>Biological psychology</jtitle><addtitle>Biol Psychol</addtitle><date>2016-05</date><risdate>2016</risdate><volume>117</volume><spage>216</spage><epage>224</epage><pages>216-224</pages><issn>0301-0511</issn><eissn>1873-6246</eissn><abstract>•HRV is associated with executive function, but causal pathways remain to be examined.•Available evidence provides a framework on which potential mechanisms are explored.•Insulin resistance and atherosclerosis mediated the HRV-cognition relationship in seriatim.•Results support a regulatory role of vagal function over downstream processes.
Research has linked high-frequency heart rate variability (HF-HRV) to cognitive function. The present study adopts a modern path modelling approach to understand potential causal pathways that may underpin this relationship.
Here we examine the association between resting-state HF-HRV and executive function in a large sample of civil servants from Brazil (N=8114) recruited for the Brazilian Longitudinal Study of Adult Health (ELSA-Brasil). HF-HRV was calculated from 10-min resting-state electrocardiograms. Executive function was assessed using the trail-making test (version B).
Insulin resistance (a marker of type 2 diabetes mellitus) and carotid intima-media thickness (subclinical atherosclerosis) mediated the relationship between HRV and executive function in seriatim. A limitation of the present study is its cross-sectional design; therefore, conclusions must be confirmed in longitudinal study. Nevertheless, findings support that possibility that HRV provides a ‘spark’ that initiates a cascade of adverse downstream effects that subsequently leads to cognitive impairment.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>27090849</pmid><doi>10.1016/j.biopsycho.2016.04.006</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Brazil Carotid intima-media thickness Carotid Intima-Media Thickness - psychology Cognition Cross-Sectional Studies Executive function Executive Function - physiology Female Heart Rate - physiology Heart rate variability HOMA-IR Homeostasis model assessment index for insulin resistance HRV Humans IMT Insulin Resistance - physiology Male Mediation analyses Middle Aged Models, Biological Models, Psychological Path modelling TMT Trail making test |
title | Insulin resistance and carotid intima-media thickness mediate the association between resting-state heart rate variability and executive function: A path modelling study |
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