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Development of a Physiological Frailty Index for the World Trade Center General Responder Cohort
Responders to the 9/11/2001 WTC attacks were exposed to multiple toxic pollutants. Since 2002, the health of the responder cohort has been continuously tracked by the WTC Health Monitoring Program. However, no assessments have been made of frailty, an important health metric given the current averag...
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Published in: | Current gerontology and geriatrics research 2018, Vol.2018 (2018), p.1-12 |
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container_title | Current gerontology and geriatrics research |
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creator | Crane, Michael A. Shapiro, Moshe Teitelbaum, Susan L. Lucchini, Roberto G. Bello, Ghalib A. Todd, Andrew C. |
description | Responders to the 9/11/2001 WTC attacks were exposed to multiple toxic pollutants. Since 2002, the health of the responder cohort has been continuously tracked by the WTC Health Monitoring Program. However, no assessments have been made of frailty, an important health metric given the current average age of the WTC responder cohort (55 years). In this study, we use laboratory test results and other physiological parameters to construct a physiological frailty index (FI-Lab) for this cohort. The study sample comprised responders aged 40 years or older who completed a health monitoring visit at Mount Sinai Center within the past 5 years. For each subject, FI-Lab was computed as the proportion of 20 physiological parameters (lab tests, pulmonary function, and blood pressure) on which the subject had abnormal values. Using negative binomial regression models, we tested FI-Lab’s association with the SF-12 wellbeing score and various demographic characteristics. FI-Lab showed strong associations with the physical and mental components of the SF-12 as well as age, race, and smoking status. Using a cutoff of 0.25 to define presence of physiological/preclinical frailty, we found frailty prevalence in the study sample to be approximately 12%. This study demonstrates the feasibility of assessing preclinical frailty in the WTC responder cohort. |
doi_str_mv | 10.1155/2018/3725926 |
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Since 2002, the health of the responder cohort has been continuously tracked by the WTC Health Monitoring Program. However, no assessments have been made of frailty, an important health metric given the current average age of the WTC responder cohort (55 years). In this study, we use laboratory test results and other physiological parameters to construct a physiological frailty index (FI-Lab) for this cohort. The study sample comprised responders aged 40 years or older who completed a health monitoring visit at Mount Sinai Center within the past 5 years. For each subject, FI-Lab was computed as the proportion of 20 physiological parameters (lab tests, pulmonary function, and blood pressure) on which the subject had abnormal values. Using negative binomial regression models, we tested FI-Lab’s association with the SF-12 wellbeing score and various demographic characteristics. FI-Lab showed strong associations with the physical and mental components of the SF-12 as well as age, race, and smoking status. Using a cutoff of 0.25 to define presence of physiological/preclinical frailty, we found frailty prevalence in the study sample to be approximately 12%. This study demonstrates the feasibility of assessing preclinical frailty in the WTC responder cohort.</description><identifier>ISSN: 1687-7063</identifier><identifier>EISSN: 1687-7071</identifier><identifier>DOI: 10.1155/2018/3725926</identifier><identifier>PMID: 29681931</identifier><language>eng</language><publisher>Cairo, Egypt: Hindawi Publishing Corporation</publisher><subject>Activities of daily living ; Age ; Aging ; Analysis ; Biomarkers ; Blood pressure ; Cognitive ability ; Dementia ; Demographic aspects ; DNA methylation ; Frail elderly ; Frailty ; Geriatrics ; Gerontology ; Health ; Indexes ; Laboratories ; Mortality ; Older people ; Physiological aspects ; Physiology ; Polypharmacy ; Post traumatic stress disorder ; September 11 terrorist attacks-2001 ; Smoking ; Well being</subject><ispartof>Current gerontology and geriatrics research, 2018, Vol.2018 (2018), p.1-12</ispartof><rights>Copyright © 2018 Ghalib A. Bello et al.</rights><rights>COPYRIGHT 2018 John Wiley & Sons, Inc.</rights><rights>Copyright © 2018 Ghalib A. Bello et al.; This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</rights><rights>Copyright © 2018 Ghalib A. Bello et al. 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5506-bb4b0eaf39dbc9187a21d883f2dc1e4d5193802ce60a66afda6726814096b1c03</citedby><cites>FETCH-LOGICAL-c5506-bb4b0eaf39dbc9187a21d883f2dc1e4d5193802ce60a66afda6726814096b1c03</cites><orcidid>0000-0002-7893-743X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2012842001/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2012842001?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,4024,25753,27344,27923,27924,27925,33774,37012,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29681931$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Malavolta, Marco</contributor><contributor>Marco Malavolta</contributor><creatorcontrib>Crane, Michael A.</creatorcontrib><creatorcontrib>Shapiro, Moshe</creatorcontrib><creatorcontrib>Teitelbaum, Susan L.</creatorcontrib><creatorcontrib>Lucchini, Roberto G.</creatorcontrib><creatorcontrib>Bello, Ghalib A.</creatorcontrib><creatorcontrib>Todd, Andrew C.</creatorcontrib><title>Development of a Physiological Frailty Index for the World Trade Center General Responder Cohort</title><title>Current gerontology and geriatrics research</title><addtitle>Curr Gerontol Geriatr Res</addtitle><description>Responders to the 9/11/2001 WTC attacks were exposed to multiple toxic pollutants. Since 2002, the health of the responder cohort has been continuously tracked by the WTC Health Monitoring Program. However, no assessments have been made of frailty, an important health metric given the current average age of the WTC responder cohort (55 years). In this study, we use laboratory test results and other physiological parameters to construct a physiological frailty index (FI-Lab) for this cohort. The study sample comprised responders aged 40 years or older who completed a health monitoring visit at Mount Sinai Center within the past 5 years. For each subject, FI-Lab was computed as the proportion of 20 physiological parameters (lab tests, pulmonary function, and blood pressure) on which the subject had abnormal values. Using negative binomial regression models, we tested FI-Lab’s association with the SF-12 wellbeing score and various demographic characteristics. FI-Lab showed strong associations with the physical and mental components of the SF-12 as well as age, race, and smoking status. Using a cutoff of 0.25 to define presence of physiological/preclinical frailty, we found frailty prevalence in the study sample to be approximately 12%. This study demonstrates the feasibility of assessing preclinical frailty in the WTC responder cohort.</description><subject>Activities of daily living</subject><subject>Age</subject><subject>Aging</subject><subject>Analysis</subject><subject>Biomarkers</subject><subject>Blood pressure</subject><subject>Cognitive ability</subject><subject>Dementia</subject><subject>Demographic aspects</subject><subject>DNA methylation</subject><subject>Frail elderly</subject><subject>Frailty</subject><subject>Geriatrics</subject><subject>Gerontology</subject><subject>Health</subject><subject>Indexes</subject><subject>Laboratories</subject><subject>Mortality</subject><subject>Older people</subject><subject>Physiological aspects</subject><subject>Physiology</subject><subject>Polypharmacy</subject><subject>Post traumatic stress disorder</subject><subject>September 11 terrorist attacks-2001</subject><subject>Smoking</subject><subject>Well being</subject><issn>1687-7063</issn><issn>1687-7071</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>BHHNA</sourceid><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNkktvEzEUhUcIRB-wY40sIbEpaf0aj2eDVAVaIlUCoSKWxmNfZxzNjFN7Usi_xyEhbSQWyAtb1985use-RfGK4HNCyvKCYiIvWEXLmoonxTERsppUuCJP92fBjoqTlBYYC0oofV4c0VpIUjNyXPz4APfQhWUPw4iCQxp9adfJhy7MvdEduorad-MazQYLv5ALEY0toO8hdhbdRm0BTbMSIrqGAWIWfIW0DBmOaBraEMcXxTOnuwQvd_tp8e3q4-300-Tm8_VsenkzMWWJxaRpeINBO1bbxtREVpoSKyVz1BoC3Ja5XYmpAYG1ENpZLSqaQ3Bci4YYzE6L2dbXBr1Qy-h7HdcqaK_-FEKcKx1HbzpQnLNGkEZUpjacQN0AZQBcEOqcoZpkr_dbr-Wq6cGanDBHOzA9vBl8q-bhXpWSC1bxbPBmZxDD3QrSqBZhFYecX-XvopJTjMkDNde5Kz-4kM1M75NRl2WVE1eUbajzf1B5Wei9CQM4n-sHgrePBC3obmxT6FajD0M6BN9tQRNDShHcPiHBajNbm2al2s1Wxl8_fpU9_HeYMnC2BVo_WP3T_6cdZAacfqAJwzx__W-h1d4G</recordid><startdate>2018</startdate><enddate>2018</enddate><creator>Crane, Michael A.</creator><creator>Shapiro, Moshe</creator><creator>Teitelbaum, Susan L.</creator><creator>Lucchini, Roberto G.</creator><creator>Bello, Ghalib A.</creator><creator>Todd, Andrew C.</creator><general>Hindawi Publishing Corporation</general><general>Hindawi</general><general>John Wiley & Sons, Inc</general><general>Hindawi Limited</general><scope>ADJCN</scope><scope>AHFXO</scope><scope>RHU</scope><scope>RHW</scope><scope>RHX</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7RV</scope><scope>7U3</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHHNA</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>KB0</scope><scope>M0S</scope><scope>M2O</scope><scope>MBDVC</scope><scope>NAPCQ</scope><scope>PADUT</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-7893-743X</orcidid></search><sort><creationdate>2018</creationdate><title>Development of a Physiological Frailty Index for the World Trade Center General Responder Cohort</title><author>Crane, Michael A. ; 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Since 2002, the health of the responder cohort has been continuously tracked by the WTC Health Monitoring Program. However, no assessments have been made of frailty, an important health metric given the current average age of the WTC responder cohort (55 years). In this study, we use laboratory test results and other physiological parameters to construct a physiological frailty index (FI-Lab) for this cohort. The study sample comprised responders aged 40 years or older who completed a health monitoring visit at Mount Sinai Center within the past 5 years. For each subject, FI-Lab was computed as the proportion of 20 physiological parameters (lab tests, pulmonary function, and blood pressure) on which the subject had abnormal values. Using negative binomial regression models, we tested FI-Lab’s association with the SF-12 wellbeing score and various demographic characteristics. FI-Lab showed strong associations with the physical and mental components of the SF-12 as well as age, race, and smoking status. Using a cutoff of 0.25 to define presence of physiological/preclinical frailty, we found frailty prevalence in the study sample to be approximately 12%. This study demonstrates the feasibility of assessing preclinical frailty in the WTC responder cohort.</abstract><cop>Cairo, Egypt</cop><pub>Hindawi Publishing Corporation</pub><pmid>29681931</pmid><doi>10.1155/2018/3725926</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-7893-743X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Activities of daily living Age Aging Analysis Biomarkers Blood pressure Cognitive ability Dementia Demographic aspects DNA methylation Frail elderly Frailty Geriatrics Gerontology Health Indexes Laboratories Mortality Older people Physiological aspects Physiology Polypharmacy Post traumatic stress disorder September 11 terrorist attacks-2001 Smoking Well being |
title | Development of a Physiological Frailty Index for the World Trade Center General Responder Cohort |
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