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Ambient heat and diabetes hospitalizations: Does the timing of heat exposure matter?
Although ambient heat exposure is linked with diabetes mortality, the impacts of heat exposure on diabetes-related hospitalizations remain controversial. Previous research did not examine the timing of heat-diabetes associations and relation with comorbidities/risk factors. We examined the associati...
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Published in: | The Science of the total environment 2024-02, Vol.912, p.169011-169011, Article 169011 |
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description | Although ambient heat exposure is linked with diabetes mortality, the impacts of heat exposure on diabetes-related hospitalizations remain controversial. Previous research did not examine the timing of heat-diabetes associations and relation with comorbidities/risk factors.
We examined the association between heat exposure and diabetes-related hospitalizations in the transitional and summer months and identified populations vulnerable to heat.
We conducted a time-stratified case-crossover study. Data on diabetes hospital admissions (primary diagnosis of type 1 and type 2 diabetes, 2013–2020) were collected by the New York State (NYS) Department of Health under the state legislative mandate. We treated temperature and air pollutants as continuous variables and defined the heat exposure as per interquartile range (IQR, a measure between the 25th and 75th percentiles) increase of daily mean temperature. Conditional logistic regressions were performed to quantify the heat-diabetes associations after controlling for air pollutants and time variant variables. Multiplicative-scale interactions between heat and demographics/comorbidities/risk factors on diabetes hospitalizations were investigated.
Each IQR increase in temperature was associated with significantly increased risks for diabetes admissions that occurred immediately and lasted for an entire week during multi-day lags in the transitional month of May (ranges of excess risk: 3.1 %–4.8 %) but not in the summer (June–August) (ranges of excess risk: −0.3 %–1.3 %). The significant increases in the excess risk of diabetes were also found among diabetes patients with complications of neuronopathy (excess risk: 27.7 %) and hypoglycemia (excess risk: 19.1 %). Furthermore, the modification effects on the heat-diabetes association were significantly stronger in females, Medicaid enrollees, non-compliant patients, and individuals with comorbidities of atherosclerotic heart disease and old myocardial infarction.
Ambient heat exposure significantly increased the burden of hospital admissions for diabetes in transitional rather than summer months indicating the importance of exposure timing. Vulnerability to heat varied by demographics and heart comorbidity.
[Display omitted]
•The effect of heat on diabetes admissions was stronger in May than in the summer.•The risks of diabetes occurred immediately and lasted for an entire week in May.•Heat-diabetes associations varied by gender, age, and health insurance.•Hypoglycem |
doi_str_mv | 10.1016/j.scitotenv.2023.169011 |
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We examined the association between heat exposure and diabetes-related hospitalizations in the transitional and summer months and identified populations vulnerable to heat.
We conducted a time-stratified case-crossover study. Data on diabetes hospital admissions (primary diagnosis of type 1 and type 2 diabetes, 2013–2020) were collected by the New York State (NYS) Department of Health under the state legislative mandate. We treated temperature and air pollutants as continuous variables and defined the heat exposure as per interquartile range (IQR, a measure between the 25th and 75th percentiles) increase of daily mean temperature. Conditional logistic regressions were performed to quantify the heat-diabetes associations after controlling for air pollutants and time variant variables. Multiplicative-scale interactions between heat and demographics/comorbidities/risk factors on diabetes hospitalizations were investigated.
Each IQR increase in temperature was associated with significantly increased risks for diabetes admissions that occurred immediately and lasted for an entire week during multi-day lags in the transitional month of May (ranges of excess risk: 3.1 %–4.8 %) but not in the summer (June–August) (ranges of excess risk: −0.3 %–1.3 %). The significant increases in the excess risk of diabetes were also found among diabetes patients with complications of neuronopathy (excess risk: 27.7 %) and hypoglycemia (excess risk: 19.1 %). Furthermore, the modification effects on the heat-diabetes association were significantly stronger in females, Medicaid enrollees, non-compliant patients, and individuals with comorbidities of atherosclerotic heart disease and old myocardial infarction.
Ambient heat exposure significantly increased the burden of hospital admissions for diabetes in transitional rather than summer months indicating the importance of exposure timing. Vulnerability to heat varied by demographics and heart comorbidity.
[Display omitted]
•The effect of heat on diabetes admissions was stronger in May than in the summer.•The risks of diabetes occurred immediately and lasted for an entire week in May.•Heat-diabetes associations varied by gender, age, and health insurance.•Hypoglycemia and neurological complications significantly modified the association.•Non-compliant cases and individuals with heart comorbidities were more vulnerable.</description><identifier>ISSN: 0048-9697</identifier><identifier>EISSN: 1879-1026</identifier><identifier>DOI: 10.1016/j.scitotenv.2023.169011</identifier><identifier>PMID: 38040382</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Diabetes comorbidities ; Diabetes complications ; Emergency department visits ; Heat exposure ; Hospital admissions ; Transitional months</subject><ispartof>The Science of the total environment, 2024-02, Vol.912, p.169011-169011, Article 169011</ispartof><rights>2023 Elsevier B.V.</rights><rights>Copyright © 2023 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c371t-abb692b1199c3f70faced27a35615cfc9d7d780ecd56cbdeba18599953ad25c03</citedby><cites>FETCH-LOGICAL-c371t-abb692b1199c3f70faced27a35615cfc9d7d780ecd56cbdeba18599953ad25c03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38040382$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gao, Donghong</creatorcontrib><creatorcontrib>Friedman, Samantha</creatorcontrib><creatorcontrib>Hosler, Akiko S.</creatorcontrib><creatorcontrib>Sheridan, Scott</creatorcontrib><creatorcontrib>Zhang, Wangjian</creatorcontrib><creatorcontrib>Yu, Fangqun</creatorcontrib><creatorcontrib>Lin, Shao</creatorcontrib><title>Ambient heat and diabetes hospitalizations: Does the timing of heat exposure matter?</title><title>The Science of the total environment</title><addtitle>Sci Total Environ</addtitle><description>Although ambient heat exposure is linked with diabetes mortality, the impacts of heat exposure on diabetes-related hospitalizations remain controversial. Previous research did not examine the timing of heat-diabetes associations and relation with comorbidities/risk factors.
We examined the association between heat exposure and diabetes-related hospitalizations in the transitional and summer months and identified populations vulnerable to heat.
We conducted a time-stratified case-crossover study. Data on diabetes hospital admissions (primary diagnosis of type 1 and type 2 diabetes, 2013–2020) were collected by the New York State (NYS) Department of Health under the state legislative mandate. We treated temperature and air pollutants as continuous variables and defined the heat exposure as per interquartile range (IQR, a measure between the 25th and 75th percentiles) increase of daily mean temperature. Conditional logistic regressions were performed to quantify the heat-diabetes associations after controlling for air pollutants and time variant variables. Multiplicative-scale interactions between heat and demographics/comorbidities/risk factors on diabetes hospitalizations were investigated.
Each IQR increase in temperature was associated with significantly increased risks for diabetes admissions that occurred immediately and lasted for an entire week during multi-day lags in the transitional month of May (ranges of excess risk: 3.1 %–4.8 %) but not in the summer (June–August) (ranges of excess risk: −0.3 %–1.3 %). The significant increases in the excess risk of diabetes were also found among diabetes patients with complications of neuronopathy (excess risk: 27.7 %) and hypoglycemia (excess risk: 19.1 %). Furthermore, the modification effects on the heat-diabetes association were significantly stronger in females, Medicaid enrollees, non-compliant patients, and individuals with comorbidities of atherosclerotic heart disease and old myocardial infarction.
Ambient heat exposure significantly increased the burden of hospital admissions for diabetes in transitional rather than summer months indicating the importance of exposure timing. Vulnerability to heat varied by demographics and heart comorbidity.
[Display omitted]
•The effect of heat on diabetes admissions was stronger in May than in the summer.•The risks of diabetes occurred immediately and lasted for an entire week in May.•Heat-diabetes associations varied by gender, age, and health insurance.•Hypoglycemia and neurological complications significantly modified the association.•Non-compliant cases and individuals with heart comorbidities were more vulnerable.</description><subject>Diabetes comorbidities</subject><subject>Diabetes complications</subject><subject>Emergency department visits</subject><subject>Heat exposure</subject><subject>Hospital admissions</subject><subject>Transitional months</subject><issn>0048-9697</issn><issn>1879-1026</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkM1OwzAQhC0EoqXwCpAjlwTbaWKbC6rKr1SJSzlbjr2hrpK42G4FPD2pUriyl5VWM7OaD6ErgjOCSXmzzoK20UXodhnFNM9IKTAhR2hMOBMpwbQ8RmOMpzwVpWAjdBbCGvfDODlFo5zjKc45HaPlrK0sdDFZgYqJ6kxirKogQkhWLmxsVI39VtG6Ltwm964_xxUk0ba2e09cPdjgc-PC1kPSqhjB352jk1o1AS4Oe4LeHh-W8-d08fr0Mp8tUp0zElNVVaWgFSFC6LxmuFYaDGUqL0pS6FoLwwzjGLQpSl0ZqBThhRCiyJWhhcb5BF0PuRvvPrYQomxt0NA0qgO3DZJyUXLMqZj2UjZItXcheKjlxttW-S9JsNwjlWv5h1TukcoBae-8PDzZVi2YP98vw14wGwTQV91Z8Psg6Pou1oOO0jj775Mfe8aNcw</recordid><startdate>20240220</startdate><enddate>20240220</enddate><creator>Gao, Donghong</creator><creator>Friedman, Samantha</creator><creator>Hosler, Akiko S.</creator><creator>Sheridan, Scott</creator><creator>Zhang, Wangjian</creator><creator>Yu, Fangqun</creator><creator>Lin, Shao</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20240220</creationdate><title>Ambient heat and diabetes hospitalizations: Does the timing of heat exposure matter?</title><author>Gao, Donghong ; Friedman, Samantha ; Hosler, Akiko S. ; Sheridan, Scott ; Zhang, Wangjian ; Yu, Fangqun ; Lin, Shao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c371t-abb692b1199c3f70faced27a35615cfc9d7d780ecd56cbdeba18599953ad25c03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Diabetes comorbidities</topic><topic>Diabetes complications</topic><topic>Emergency department visits</topic><topic>Heat exposure</topic><topic>Hospital admissions</topic><topic>Transitional months</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gao, Donghong</creatorcontrib><creatorcontrib>Friedman, Samantha</creatorcontrib><creatorcontrib>Hosler, Akiko S.</creatorcontrib><creatorcontrib>Sheridan, Scott</creatorcontrib><creatorcontrib>Zhang, Wangjian</creatorcontrib><creatorcontrib>Yu, Fangqun</creatorcontrib><creatorcontrib>Lin, Shao</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>The Science of the total environment</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gao, Donghong</au><au>Friedman, Samantha</au><au>Hosler, Akiko S.</au><au>Sheridan, Scott</au><au>Zhang, Wangjian</au><au>Yu, Fangqun</au><au>Lin, Shao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Ambient heat and diabetes hospitalizations: Does the timing of heat exposure matter?</atitle><jtitle>The Science of the total environment</jtitle><addtitle>Sci Total Environ</addtitle><date>2024-02-20</date><risdate>2024</risdate><volume>912</volume><spage>169011</spage><epage>169011</epage><pages>169011-169011</pages><artnum>169011</artnum><issn>0048-9697</issn><eissn>1879-1026</eissn><abstract>Although ambient heat exposure is linked with diabetes mortality, the impacts of heat exposure on diabetes-related hospitalizations remain controversial. Previous research did not examine the timing of heat-diabetes associations and relation with comorbidities/risk factors.
We examined the association between heat exposure and diabetes-related hospitalizations in the transitional and summer months and identified populations vulnerable to heat.
We conducted a time-stratified case-crossover study. Data on diabetes hospital admissions (primary diagnosis of type 1 and type 2 diabetes, 2013–2020) were collected by the New York State (NYS) Department of Health under the state legislative mandate. We treated temperature and air pollutants as continuous variables and defined the heat exposure as per interquartile range (IQR, a measure between the 25th and 75th percentiles) increase of daily mean temperature. Conditional logistic regressions were performed to quantify the heat-diabetes associations after controlling for air pollutants and time variant variables. Multiplicative-scale interactions between heat and demographics/comorbidities/risk factors on diabetes hospitalizations were investigated.
Each IQR increase in temperature was associated with significantly increased risks for diabetes admissions that occurred immediately and lasted for an entire week during multi-day lags in the transitional month of May (ranges of excess risk: 3.1 %–4.8 %) but not in the summer (June–August) (ranges of excess risk: −0.3 %–1.3 %). The significant increases in the excess risk of diabetes were also found among diabetes patients with complications of neuronopathy (excess risk: 27.7 %) and hypoglycemia (excess risk: 19.1 %). Furthermore, the modification effects on the heat-diabetes association were significantly stronger in females, Medicaid enrollees, non-compliant patients, and individuals with comorbidities of atherosclerotic heart disease and old myocardial infarction.
Ambient heat exposure significantly increased the burden of hospital admissions for diabetes in transitional rather than summer months indicating the importance of exposure timing. Vulnerability to heat varied by demographics and heart comorbidity.
[Display omitted]
•The effect of heat on diabetes admissions was stronger in May than in the summer.•The risks of diabetes occurred immediately and lasted for an entire week in May.•Heat-diabetes associations varied by gender, age, and health insurance.•Hypoglycemia and neurological complications significantly modified the association.•Non-compliant cases and individuals with heart comorbidities were more vulnerable.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>38040382</pmid><doi>10.1016/j.scitotenv.2023.169011</doi><tpages>1</tpages></addata></record> |
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subjects | Diabetes comorbidities Diabetes complications Emergency department visits Heat exposure Hospital admissions Transitional months |
title | Ambient heat and diabetes hospitalizations: Does the timing of heat exposure matter? |
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