Loading…
Eating Habits among US Firefighters and Association with Cardiometabolic Outcomes
Cardiovascular disease is the leading cause of on-duty mortality among firefighters, with obesity as an important risk factor. However, little is known regarding the dietary patterns which are characteristic in this population and how these patterns relate to cardiometabolic outcomes. The aim of thi...
Saved in:
Published in: | Nutrients 2022-07, Vol.14 (13), p.2762 |
---|---|
Main Authors: | , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c383t-74b040ea45c7fb9e8ef33d5ff34fa1e95150416ba52cf65f4c00b9634141d6533 |
---|---|
cites | cdi_FETCH-LOGICAL-c383t-74b040ea45c7fb9e8ef33d5ff34fa1e95150416ba52cf65f4c00b9634141d6533 |
container_end_page | |
container_issue | 13 |
container_start_page | 2762 |
container_title | Nutrients |
container_volume | 14 |
creator | Christodoulou, Andria Christophi, Costas A. Sotos-Prieto, Mercedes Moffatt, Steven Kales, Stefanos N. |
description | Cardiovascular disease is the leading cause of on-duty mortality among firefighters, with obesity as an important risk factor. However, little is known regarding the dietary patterns which are characteristic in this population and how these patterns relate to cardiometabolic outcomes. The aim of this study was to identify the dietary patterns of US firefighters and examine their association with cardiometabolic outcomes. The participants (n = 413) were from the Indianapolis Fire Department, and were recruited for a Federal Emergency Management Agency (FEMA)-sponsored Mediterranean diet intervention study. All of the participants underwent physical and medical examinations, routine laboratory tests, resting electrocardiograms, and maximal treadmill exercise testing. A comprehensive food frequency questionnaire was administered, and dietary patterns were derived using principal component analysis. The mean body mass index (BMI) was 30.0 ± 4.5 kg/m2 and the percentage of body fat was 28.1 ± 6.6%. Using principal component analysis, two dietary patterns were identified, namely a Mediterranean diet and a Standard American diet. Following the adjustment for gender, BMI, maximal oxygen consumption (VO2 max), max metabolic equivalents (METS), age, and body fat percent, the Mediterranean diet was positively associated with high-density lipoprotein (HDL) cholesterol (β = 1.20, p = 0.036) in linear regression models. The Standard American diet was associated with an increase in low-density lipoprotein (LDL) cholesterol (β = −3.76, p = 0.022). In conclusion, the Mediterranean diet was associated with more favorable cardiometabolic profiles, whereas the Standard American diet had an inverse association. These findings could help in providing adequate nutrition recommendations for US firefighters to improve their health. |
doi_str_mv | 10.3390/nu14132762 |
format | article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9268786</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2687716841</sourcerecordid><originalsourceid>FETCH-LOGICAL-c383t-74b040ea45c7fb9e8ef33d5ff34fa1e95150416ba52cf65f4c00b9634141d6533</originalsourceid><addsrcrecordid>eNpdkVtLwzAUx4Mobsy9-AkKvogwTZo0aV-EMTYnCEN0zyFNky2jbWaSKn57Uza8nZdz-_HnXAC4RPAW4wLetR0iCKeMpidgmEKWTigl-PRXPABj73ewNwYZxedggLMcsoKkQ_A8F8G0m2QpShN8Ihobk_VLsjBOabPZBuVita2SqfdWmgjbNvkwYZvMhKuMbVQQpa2NTFZdkDH1F-BMi9qr8dGPwHoxf50tJ0-rh8fZ9GkicY7DhJESEqgEySTTZaFypTGuMq0x0QKpIkMZJIiWIkulppkmEsKyoJjEdSuaYTwC9wfdfVc2qpKqDU7UfO9MI9wnt8Lwv53WbPnGvvMipTnLaRS4Pgo4-9YpH3hjvFR1LVplO897jCGax_OOwNU_dGc718b1eooiRnOYRurmQElnvY_3-x4GQd4_i_88C38BXZiFRg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2686176802</pqid></control><display><type>article</type><title>Eating Habits among US Firefighters and Association with Cardiometabolic Outcomes</title><source>Publicly Available Content (ProQuest)</source><source>PubMed Central</source><creator>Christodoulou, Andria ; Christophi, Costas A. ; Sotos-Prieto, Mercedes ; Moffatt, Steven ; Kales, Stefanos N.</creator><creatorcontrib>Christodoulou, Andria ; Christophi, Costas A. ; Sotos-Prieto, Mercedes ; Moffatt, Steven ; Kales, Stefanos N.</creatorcontrib><description>Cardiovascular disease is the leading cause of on-duty mortality among firefighters, with obesity as an important risk factor. However, little is known regarding the dietary patterns which are characteristic in this population and how these patterns relate to cardiometabolic outcomes. The aim of this study was to identify the dietary patterns of US firefighters and examine their association with cardiometabolic outcomes. The participants (n = 413) were from the Indianapolis Fire Department, and were recruited for a Federal Emergency Management Agency (FEMA)-sponsored Mediterranean diet intervention study. All of the participants underwent physical and medical examinations, routine laboratory tests, resting electrocardiograms, and maximal treadmill exercise testing. A comprehensive food frequency questionnaire was administered, and dietary patterns were derived using principal component analysis. The mean body mass index (BMI) was 30.0 ± 4.5 kg/m2 and the percentage of body fat was 28.1 ± 6.6%. Using principal component analysis, two dietary patterns were identified, namely a Mediterranean diet and a Standard American diet. Following the adjustment for gender, BMI, maximal oxygen consumption (VO2 max), max metabolic equivalents (METS), age, and body fat percent, the Mediterranean diet was positively associated with high-density lipoprotein (HDL) cholesterol (β = 1.20, p = 0.036) in linear regression models. The Standard American diet was associated with an increase in low-density lipoprotein (LDL) cholesterol (β = −3.76, p = 0.022). In conclusion, the Mediterranean diet was associated with more favorable cardiometabolic profiles, whereas the Standard American diet had an inverse association. These findings could help in providing adequate nutrition recommendations for US firefighters to improve their health.</description><identifier>ISSN: 2072-6643</identifier><identifier>EISSN: 2072-6643</identifier><identifier>DOI: 10.3390/nu14132762</identifier><identifier>PMID: 35807942</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Blood pressure ; Body fat ; Body mass ; Body mass index ; Body size ; Cardiovascular diseases ; Cholesterol ; Consent ; Diet ; Eating behavior ; Electrocardiography ; Emergency management ; Emergency preparedness ; Fast food ; Fatalities ; Firefighters ; Fires ; High density lipoprotein ; Hypertension ; Laboratories ; Laboratory tests ; Low density lipoprotein ; Metabolism ; Mortality ; Nutrition ; Obesity ; Oxygen consumption ; Physical examinations ; Population ; Principal components analysis ; Public safety ; Questionnaires ; Regression analysis ; Risk analysis ; Risk factors ; Treadmills ; Triglycerides</subject><ispartof>Nutrients, 2022-07, Vol.14 (13), p.2762</ispartof><rights>2022 by the authors. 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/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2022 by the authors. 2022</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c383t-74b040ea45c7fb9e8ef33d5ff34fa1e95150416ba52cf65f4c00b9634141d6533</citedby><cites>FETCH-LOGICAL-c383t-74b040ea45c7fb9e8ef33d5ff34fa1e95150416ba52cf65f4c00b9634141d6533</cites><orcidid>0000-0003-0503-1538</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2686176802/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2686176802?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25731,27901,27902,36989,36990,44566,53766,53768,74869</link.rule.ids></links><search><creatorcontrib>Christodoulou, Andria</creatorcontrib><creatorcontrib>Christophi, Costas A.</creatorcontrib><creatorcontrib>Sotos-Prieto, Mercedes</creatorcontrib><creatorcontrib>Moffatt, Steven</creatorcontrib><creatorcontrib>Kales, Stefanos N.</creatorcontrib><title>Eating Habits among US Firefighters and Association with Cardiometabolic Outcomes</title><title>Nutrients</title><description>Cardiovascular disease is the leading cause of on-duty mortality among firefighters, with obesity as an important risk factor. However, little is known regarding the dietary patterns which are characteristic in this population and how these patterns relate to cardiometabolic outcomes. The aim of this study was to identify the dietary patterns of US firefighters and examine their association with cardiometabolic outcomes. The participants (n = 413) were from the Indianapolis Fire Department, and were recruited for a Federal Emergency Management Agency (FEMA)-sponsored Mediterranean diet intervention study. All of the participants underwent physical and medical examinations, routine laboratory tests, resting electrocardiograms, and maximal treadmill exercise testing. A comprehensive food frequency questionnaire was administered, and dietary patterns were derived using principal component analysis. The mean body mass index (BMI) was 30.0 ± 4.5 kg/m2 and the percentage of body fat was 28.1 ± 6.6%. Using principal component analysis, two dietary patterns were identified, namely a Mediterranean diet and a Standard American diet. Following the adjustment for gender, BMI, maximal oxygen consumption (VO2 max), max metabolic equivalents (METS), age, and body fat percent, the Mediterranean diet was positively associated with high-density lipoprotein (HDL) cholesterol (β = 1.20, p = 0.036) in linear regression models. The Standard American diet was associated with an increase in low-density lipoprotein (LDL) cholesterol (β = −3.76, p = 0.022). In conclusion, the Mediterranean diet was associated with more favorable cardiometabolic profiles, whereas the Standard American diet had an inverse association. These findings could help in providing adequate nutrition recommendations for US firefighters to improve their health.</description><subject>Blood pressure</subject><subject>Body fat</subject><subject>Body mass</subject><subject>Body mass index</subject><subject>Body size</subject><subject>Cardiovascular diseases</subject><subject>Cholesterol</subject><subject>Consent</subject><subject>Diet</subject><subject>Eating behavior</subject><subject>Electrocardiography</subject><subject>Emergency management</subject><subject>Emergency preparedness</subject><subject>Fast food</subject><subject>Fatalities</subject><subject>Firefighters</subject><subject>Fires</subject><subject>High density lipoprotein</subject><subject>Hypertension</subject><subject>Laboratories</subject><subject>Laboratory tests</subject><subject>Low density lipoprotein</subject><subject>Metabolism</subject><subject>Mortality</subject><subject>Nutrition</subject><subject>Obesity</subject><subject>Oxygen consumption</subject><subject>Physical examinations</subject><subject>Population</subject><subject>Principal components analysis</subject><subject>Public safety</subject><subject>Questionnaires</subject><subject>Regression analysis</subject><subject>Risk analysis</subject><subject>Risk factors</subject><subject>Treadmills</subject><subject>Triglycerides</subject><issn>2072-6643</issn><issn>2072-6643</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpdkVtLwzAUx4Mobsy9-AkKvogwTZo0aV-EMTYnCEN0zyFNky2jbWaSKn57Uza8nZdz-_HnXAC4RPAW4wLetR0iCKeMpidgmEKWTigl-PRXPABj73ewNwYZxedggLMcsoKkQ_A8F8G0m2QpShN8Ihobk_VLsjBOabPZBuVita2SqfdWmgjbNvkwYZvMhKuMbVQQpa2NTFZdkDH1F-BMi9qr8dGPwHoxf50tJ0-rh8fZ9GkicY7DhJESEqgEySTTZaFypTGuMq0x0QKpIkMZJIiWIkulppkmEsKyoJjEdSuaYTwC9wfdfVc2qpKqDU7UfO9MI9wnt8Lwv53WbPnGvvMipTnLaRS4Pgo4-9YpH3hjvFR1LVplO897jCGax_OOwNU_dGc718b1eooiRnOYRurmQElnvY_3-x4GQd4_i_88C38BXZiFRg</recordid><startdate>20220704</startdate><enddate>20220704</enddate><creator>Christodoulou, Andria</creator><creator>Christophi, Costas A.</creator><creator>Sotos-Prieto, Mercedes</creator><creator>Moffatt, Steven</creator><creator>Kales, Stefanos N.</creator><general>MDPI AG</general><general>MDPI</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7TS</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-0503-1538</orcidid></search><sort><creationdate>20220704</creationdate><title>Eating Habits among US Firefighters and Association with Cardiometabolic Outcomes</title><author>Christodoulou, Andria ; Christophi, Costas A. ; Sotos-Prieto, Mercedes ; Moffatt, Steven ; Kales, Stefanos N.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c383t-74b040ea45c7fb9e8ef33d5ff34fa1e95150416ba52cf65f4c00b9634141d6533</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Blood pressure</topic><topic>Body fat</topic><topic>Body mass</topic><topic>Body mass index</topic><topic>Body size</topic><topic>Cardiovascular diseases</topic><topic>Cholesterol</topic><topic>Consent</topic><topic>Diet</topic><topic>Eating behavior</topic><topic>Electrocardiography</topic><topic>Emergency management</topic><topic>Emergency preparedness</topic><topic>Fast food</topic><topic>Fatalities</topic><topic>Firefighters</topic><topic>Fires</topic><topic>High density lipoprotein</topic><topic>Hypertension</topic><topic>Laboratories</topic><topic>Laboratory tests</topic><topic>Low density lipoprotein</topic><topic>Metabolism</topic><topic>Mortality</topic><topic>Nutrition</topic><topic>Obesity</topic><topic>Oxygen consumption</topic><topic>Physical examinations</topic><topic>Population</topic><topic>Principal components analysis</topic><topic>Public safety</topic><topic>Questionnaires</topic><topic>Regression analysis</topic><topic>Risk analysis</topic><topic>Risk factors</topic><topic>Treadmills</topic><topic>Triglycerides</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Christodoulou, Andria</creatorcontrib><creatorcontrib>Christophi, Costas A.</creatorcontrib><creatorcontrib>Sotos-Prieto, Mercedes</creatorcontrib><creatorcontrib>Moffatt, Steven</creatorcontrib><creatorcontrib>Kales, Stefanos N.</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Physical Education Index</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content (ProQuest)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nutrients</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Christodoulou, Andria</au><au>Christophi, Costas A.</au><au>Sotos-Prieto, Mercedes</au><au>Moffatt, Steven</au><au>Kales, Stefanos N.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Eating Habits among US Firefighters and Association with Cardiometabolic Outcomes</atitle><jtitle>Nutrients</jtitle><date>2022-07-04</date><risdate>2022</risdate><volume>14</volume><issue>13</issue><spage>2762</spage><pages>2762-</pages><issn>2072-6643</issn><eissn>2072-6643</eissn><abstract>Cardiovascular disease is the leading cause of on-duty mortality among firefighters, with obesity as an important risk factor. However, little is known regarding the dietary patterns which are characteristic in this population and how these patterns relate to cardiometabolic outcomes. The aim of this study was to identify the dietary patterns of US firefighters and examine their association with cardiometabolic outcomes. The participants (n = 413) were from the Indianapolis Fire Department, and were recruited for a Federal Emergency Management Agency (FEMA)-sponsored Mediterranean diet intervention study. All of the participants underwent physical and medical examinations, routine laboratory tests, resting electrocardiograms, and maximal treadmill exercise testing. A comprehensive food frequency questionnaire was administered, and dietary patterns were derived using principal component analysis. The mean body mass index (BMI) was 30.0 ± 4.5 kg/m2 and the percentage of body fat was 28.1 ± 6.6%. Using principal component analysis, two dietary patterns were identified, namely a Mediterranean diet and a Standard American diet. Following the adjustment for gender, BMI, maximal oxygen consumption (VO2 max), max metabolic equivalents (METS), age, and body fat percent, the Mediterranean diet was positively associated with high-density lipoprotein (HDL) cholesterol (β = 1.20, p = 0.036) in linear regression models. The Standard American diet was associated with an increase in low-density lipoprotein (LDL) cholesterol (β = −3.76, p = 0.022). In conclusion, the Mediterranean diet was associated with more favorable cardiometabolic profiles, whereas the Standard American diet had an inverse association. These findings could help in providing adequate nutrition recommendations for US firefighters to improve their health.</abstract><cop>Basel</cop><pub>MDPI AG</pub><pmid>35807942</pmid><doi>10.3390/nu14132762</doi><orcidid>https://orcid.org/0000-0003-0503-1538</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2072-6643 |
ispartof | Nutrients, 2022-07, Vol.14 (13), p.2762 |
issn | 2072-6643 2072-6643 |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9268786 |
source | Publicly Available Content (ProQuest); PubMed Central |
subjects | Blood pressure Body fat Body mass Body mass index Body size Cardiovascular diseases Cholesterol Consent Diet Eating behavior Electrocardiography Emergency management Emergency preparedness Fast food Fatalities Firefighters Fires High density lipoprotein Hypertension Laboratories Laboratory tests Low density lipoprotein Metabolism Mortality Nutrition Obesity Oxygen consumption Physical examinations Population Principal components analysis Public safety Questionnaires Regression analysis Risk analysis Risk factors Treadmills Triglycerides |
title | Eating Habits among US Firefighters and Association with Cardiometabolic Outcomes |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-04T14%3A15%3A06IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Eating%20Habits%20among%20US%20Firefighters%20and%20Association%20with%20Cardiometabolic%20Outcomes&rft.jtitle=Nutrients&rft.au=Christodoulou,%20Andria&rft.date=2022-07-04&rft.volume=14&rft.issue=13&rft.spage=2762&rft.pages=2762-&rft.issn=2072-6643&rft.eissn=2072-6643&rft_id=info:doi/10.3390/nu14132762&rft_dat=%3Cproquest_pubme%3E2687716841%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c383t-74b040ea45c7fb9e8ef33d5ff34fa1e95150416ba52cf65f4c00b9634141d6533%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2686176802&rft_id=info:pmid/35807942&rfr_iscdi=true |