Temperature and cardiovascular diseases: exploring associations in India and public health insights
Background Climate change has far-reaching consequences on human health globally. Cardiovascular diseases (CVDs), the global leading cause of death, are climate sensitive, mainly to temperature. The temperature-CVD association is region-specific, with several studies from Europe but relatively few f...
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Veröffentlicht in: | European journal of public health 2022-10, Vol.32 (Supplement_3) |
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description | Background
Climate change has far-reaching consequences on human health globally. Cardiovascular diseases (CVDs), the global leading cause of death, are climate sensitive, mainly to temperature. The temperature-CVD association is region-specific, with several studies from Europe but relatively few from low-and-middle-income countries (LMICs).
Methods
We used a binomial regression model to analyze the association between apparent temperature and in-hospital CVD mortality in Puducherry city. A distributed lag non-linear model was used to capture the delayed and non-linear trends over a 21 day lag period to estimate the burden of in-hospital CVD mortalities attributable to non-optimal temperature between 2010 and 2020.
Results
Tapp in Puducherry ranges from 23°C to 40°C. We found that the optimal temperature range for Puducherry is between 33°C and 35°C with respect to CVDs. Temperatures both above and below the optimal temperature range were associated with an increased risk of overall in-hospital CVD mortalities, resulting in a U-shaped association curve. Up to 20% of the CVD deaths could be attributable to non-optimal temperatures, with a slightly higher burden attributable to cold (11.2%) than heat (9.12%). We also found that males above 60 years of age were more vulnerable to colder temperatures while females above 60 years were more vulnerable to the heat. Mortality with cerebrovascular accidents was associated more with heat compared to cold, and ischemic heart diseases did not seem to be affected by temperature.
Conclusions
Both cold and heat is associated with CVD mortality in Puducherry. The comparison of the results of this exploratory Indian study with those from European contexts show that the associations differ based on several factors. There are also age, gender and CVD type differences in Tapp attributable CVD mortalities. More region specific studies on Tapp- CVD mortality are needed from LMICs to better understand this association and build capacity.
Key messages
• The regional burden of cold attributable CVD deaths needs to be considered along with heat. Age and gender specific differences in the association need to be further studied globally.
• The development regional and contextual climate-health action plans, as seen in some European countries, could be enhanced by such studies and reduce the burden of temperature attributable CVD deaths. |
doi_str_mv | 10.1093/eurpub/ckac131.157 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2854902381</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><oup_id>10.1093/eurpub/ckac131.157</oup_id><sourcerecordid>2854902381</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1537-81a6fc31247f375bbfbadd2e3eb94c3dc858f2f78c0d36fff508bb56e4732e233</originalsourceid><addsrcrecordid>eNqNkE1OwzAQRi0EEqVwAVaWWKf1T5y47FAFpVIlNkViZzn2uHVJ42AnCG5PID0AqxlpvjczegjdUjKjZMHn0Me2r-bmXRvK6YyK8gxNaF7kGS_I2_nQU0Izygp2ia5SOhBCRCnZBJktHFuIuusjYN1YbHS0PnzqZPpaR2x9Ap0g3WP4ausQfbPDOqVgvO58aBL2DV431us_ePih9gbvQdfdfhglv9t36RpdOF0nuDnVKXp9etwun7PNy2q9fNhkhgpeZpLqwhlOWV46XoqqcpW2lgGHapEbbo0U0jFXSkMsL5xzgsiqEgXkJWfAOJ-iu3FvG8NHD6lTh9DHZjipmBT5gjAu6ZBiY8rEkFIEp9rojzp-K0rUr0w1ylQnmWqQOUDZCIW-_U_-B1CkfDY</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2854902381</pqid></control><display><type>article</type><title>Temperature and cardiovascular diseases: exploring associations in India and public health insights</title><source>Oxford Journals Open Access Collection</source><source>DOAJ Directory of Open Access Journals</source><source>PAIS Index</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>PubMed Central</source><source>Alma/SFX Local Collection</source><creator>Shrikhande, S ; Pedder, H ; Roosli, M ; Dalvie, MA ; Ravivarman, L ; Gasparrini, A ; Utzinger, J ; Cisse, G</creator><creatorcontrib>Shrikhande, S ; Pedder, H ; Roosli, M ; Dalvie, MA ; Ravivarman, L ; Gasparrini, A ; Utzinger, J ; Cisse, G</creatorcontrib><description>Background
Climate change has far-reaching consequences on human health globally. Cardiovascular diseases (CVDs), the global leading cause of death, are climate sensitive, mainly to temperature. The temperature-CVD association is region-specific, with several studies from Europe but relatively few from low-and-middle-income countries (LMICs).
Methods
We used a binomial regression model to analyze the association between apparent temperature and in-hospital CVD mortality in Puducherry city. A distributed lag non-linear model was used to capture the delayed and non-linear trends over a 21 day lag period to estimate the burden of in-hospital CVD mortalities attributable to non-optimal temperature between 2010 and 2020.
Results
Tapp in Puducherry ranges from 23°C to 40°C. We found that the optimal temperature range for Puducherry is between 33°C and 35°C with respect to CVDs. Temperatures both above and below the optimal temperature range were associated with an increased risk of overall in-hospital CVD mortalities, resulting in a U-shaped association curve. Up to 20% of the CVD deaths could be attributable to non-optimal temperatures, with a slightly higher burden attributable to cold (11.2%) than heat (9.12%). We also found that males above 60 years of age were more vulnerable to colder temperatures while females above 60 years were more vulnerable to the heat. Mortality with cerebrovascular accidents was associated more with heat compared to cold, and ischemic heart diseases did not seem to be affected by temperature.
Conclusions
Both cold and heat is associated with CVD mortality in Puducherry. The comparison of the results of this exploratory Indian study with those from European contexts show that the associations differ based on several factors. There are also age, gender and CVD type differences in Tapp attributable CVD mortalities. More region specific studies on Tapp- CVD mortality are needed from LMICs to better understand this association and build capacity.
Key messages
• The regional burden of cold attributable CVD deaths needs to be considered along with heat. Age and gender specific differences in the association need to be further studied globally.
• The development regional and contextual climate-health action plans, as seen in some European countries, could be enhanced by such studies and reduce the burden of temperature attributable CVD deaths.</description><identifier>ISSN: 1101-1262</identifier><identifier>EISSN: 1464-360X</identifier><identifier>DOI: 10.1093/eurpub/ckac131.157</identifier><language>eng</language><publisher>Oxford: Oxford University Press</publisher><subject>Age ; Age differences ; Cardiovascular diseases ; Climate change ; Cold ; Cold weather construction ; Disease ; Fatalities ; Gender ; Heart diseases ; Heat ; Hospitals ; Ischemia ; Linear analysis ; Mortality ; Public health ; Regional development ; Regional planning ; Regions ; Regression models ; Stroke ; Temperature</subject><ispartof>European journal of public health, 2022-10, Vol.32 (Supplement_3)</ispartof><rights>The Author(s) 2022. Published by Oxford University Press on behalf of the European Public Health Association. 2022</rights><rights>The Author(s) 2022. Published by Oxford University Press on behalf of the European Public Health Association.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,860,1598,27843,27901,27902</link.rule.ids></links><search><creatorcontrib>Shrikhande, S</creatorcontrib><creatorcontrib>Pedder, H</creatorcontrib><creatorcontrib>Roosli, M</creatorcontrib><creatorcontrib>Dalvie, MA</creatorcontrib><creatorcontrib>Ravivarman, L</creatorcontrib><creatorcontrib>Gasparrini, A</creatorcontrib><creatorcontrib>Utzinger, J</creatorcontrib><creatorcontrib>Cisse, G</creatorcontrib><title>Temperature and cardiovascular diseases: exploring associations in India and public health insights</title><title>European journal of public health</title><description>Background
Climate change has far-reaching consequences on human health globally. Cardiovascular diseases (CVDs), the global leading cause of death, are climate sensitive, mainly to temperature. The temperature-CVD association is region-specific, with several studies from Europe but relatively few from low-and-middle-income countries (LMICs).
Methods
We used a binomial regression model to analyze the association between apparent temperature and in-hospital CVD mortality in Puducherry city. A distributed lag non-linear model was used to capture the delayed and non-linear trends over a 21 day lag period to estimate the burden of in-hospital CVD mortalities attributable to non-optimal temperature between 2010 and 2020.
Results
Tapp in Puducherry ranges from 23°C to 40°C. We found that the optimal temperature range for Puducherry is between 33°C and 35°C with respect to CVDs. Temperatures both above and below the optimal temperature range were associated with an increased risk of overall in-hospital CVD mortalities, resulting in a U-shaped association curve. Up to 20% of the CVD deaths could be attributable to non-optimal temperatures, with a slightly higher burden attributable to cold (11.2%) than heat (9.12%). We also found that males above 60 years of age were more vulnerable to colder temperatures while females above 60 years were more vulnerable to the heat. Mortality with cerebrovascular accidents was associated more with heat compared to cold, and ischemic heart diseases did not seem to be affected by temperature.
Conclusions
Both cold and heat is associated with CVD mortality in Puducherry. The comparison of the results of this exploratory Indian study with those from European contexts show that the associations differ based on several factors. There are also age, gender and CVD type differences in Tapp attributable CVD mortalities. More region specific studies on Tapp- CVD mortality are needed from LMICs to better understand this association and build capacity.
Key messages
• The regional burden of cold attributable CVD deaths needs to be considered along with heat. Age and gender specific differences in the association need to be further studied globally.
• The development regional and contextual climate-health action plans, as seen in some European countries, could be enhanced by such studies and reduce the burden of temperature attributable CVD deaths.</description><subject>Age</subject><subject>Age differences</subject><subject>Cardiovascular diseases</subject><subject>Climate change</subject><subject>Cold</subject><subject>Cold weather construction</subject><subject>Disease</subject><subject>Fatalities</subject><subject>Gender</subject><subject>Heart diseases</subject><subject>Heat</subject><subject>Hospitals</subject><subject>Ischemia</subject><subject>Linear analysis</subject><subject>Mortality</subject><subject>Public health</subject><subject>Regional development</subject><subject>Regional planning</subject><subject>Regions</subject><subject>Regression models</subject><subject>Stroke</subject><subject>Temperature</subject><issn>1101-1262</issn><issn>1464-360X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>TOX</sourceid><sourceid>7TQ</sourceid><recordid>eNqNkE1OwzAQRi0EEqVwAVaWWKf1T5y47FAFpVIlNkViZzn2uHVJ42AnCG5PID0AqxlpvjczegjdUjKjZMHn0Me2r-bmXRvK6YyK8gxNaF7kGS_I2_nQU0Izygp2ia5SOhBCRCnZBJktHFuIuusjYN1YbHS0PnzqZPpaR2x9Ap0g3WP4ausQfbPDOqVgvO58aBL2DV431us_ePih9gbvQdfdfhglv9t36RpdOF0nuDnVKXp9etwun7PNy2q9fNhkhgpeZpLqwhlOWV46XoqqcpW2lgGHapEbbo0U0jFXSkMsL5xzgsiqEgXkJWfAOJ-iu3FvG8NHD6lTh9DHZjipmBT5gjAu6ZBiY8rEkFIEp9rojzp-K0rUr0w1ylQnmWqQOUDZCIW-_U_-B1CkfDY</recordid><startdate>20221021</startdate><enddate>20221021</enddate><creator>Shrikhande, S</creator><creator>Pedder, H</creator><creator>Roosli, M</creator><creator>Dalvie, MA</creator><creator>Ravivarman, L</creator><creator>Gasparrini, A</creator><creator>Utzinger, J</creator><creator>Cisse, G</creator><general>Oxford University Press</general><general>Oxford Publishing Limited (England)</general><scope>TOX</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7T2</scope><scope>7TQ</scope><scope>C1K</scope><scope>DHY</scope><scope>DON</scope><scope>K9.</scope><scope>NAPCQ</scope></search><sort><creationdate>20221021</creationdate><title>Temperature and cardiovascular diseases: exploring associations in India and public health insights</title><author>Shrikhande, S ; Pedder, H ; Roosli, M ; Dalvie, MA ; Ravivarman, L ; Gasparrini, A ; Utzinger, J ; Cisse, G</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1537-81a6fc31247f375bbfbadd2e3eb94c3dc858f2f78c0d36fff508bb56e4732e233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Age</topic><topic>Age differences</topic><topic>Cardiovascular diseases</topic><topic>Climate change</topic><topic>Cold</topic><topic>Cold weather construction</topic><topic>Disease</topic><topic>Fatalities</topic><topic>Gender</topic><topic>Heart diseases</topic><topic>Heat</topic><topic>Hospitals</topic><topic>Ischemia</topic><topic>Linear analysis</topic><topic>Mortality</topic><topic>Public health</topic><topic>Regional development</topic><topic>Regional planning</topic><topic>Regions</topic><topic>Regression models</topic><topic>Stroke</topic><topic>Temperature</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shrikhande, S</creatorcontrib><creatorcontrib>Pedder, H</creatorcontrib><creatorcontrib>Roosli, M</creatorcontrib><creatorcontrib>Dalvie, MA</creatorcontrib><creatorcontrib>Ravivarman, L</creatorcontrib><creatorcontrib>Gasparrini, A</creatorcontrib><creatorcontrib>Utzinger, J</creatorcontrib><creatorcontrib>Cisse, G</creatorcontrib><collection>Oxford Journals Open Access Collection</collection><collection>CrossRef</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>PAIS Index</collection><collection>Environmental Sciences and Pollution Management</collection><collection>PAIS International</collection><collection>PAIS International (Ovid)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><jtitle>European journal of public health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shrikhande, S</au><au>Pedder, H</au><au>Roosli, M</au><au>Dalvie, MA</au><au>Ravivarman, L</au><au>Gasparrini, A</au><au>Utzinger, J</au><au>Cisse, G</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Temperature and cardiovascular diseases: exploring associations in India and public health insights</atitle><jtitle>European journal of public health</jtitle><date>2022-10-21</date><risdate>2022</risdate><volume>32</volume><issue>Supplement_3</issue><issn>1101-1262</issn><eissn>1464-360X</eissn><abstract>Background
Climate change has far-reaching consequences on human health globally. Cardiovascular diseases (CVDs), the global leading cause of death, are climate sensitive, mainly to temperature. The temperature-CVD association is region-specific, with several studies from Europe but relatively few from low-and-middle-income countries (LMICs).
Methods
We used a binomial regression model to analyze the association between apparent temperature and in-hospital CVD mortality in Puducherry city. A distributed lag non-linear model was used to capture the delayed and non-linear trends over a 21 day lag period to estimate the burden of in-hospital CVD mortalities attributable to non-optimal temperature between 2010 and 2020.
Results
Tapp in Puducherry ranges from 23°C to 40°C. We found that the optimal temperature range for Puducherry is between 33°C and 35°C with respect to CVDs. Temperatures both above and below the optimal temperature range were associated with an increased risk of overall in-hospital CVD mortalities, resulting in a U-shaped association curve. Up to 20% of the CVD deaths could be attributable to non-optimal temperatures, with a slightly higher burden attributable to cold (11.2%) than heat (9.12%). We also found that males above 60 years of age were more vulnerable to colder temperatures while females above 60 years were more vulnerable to the heat. Mortality with cerebrovascular accidents was associated more with heat compared to cold, and ischemic heart diseases did not seem to be affected by temperature.
Conclusions
Both cold and heat is associated with CVD mortality in Puducherry. The comparison of the results of this exploratory Indian study with those from European contexts show that the associations differ based on several factors. There are also age, gender and CVD type differences in Tapp attributable CVD mortalities. More region specific studies on Tapp- CVD mortality are needed from LMICs to better understand this association and build capacity.
Key messages
• The regional burden of cold attributable CVD deaths needs to be considered along with heat. Age and gender specific differences in the association need to be further studied globally.
• The development regional and contextual climate-health action plans, as seen in some European countries, could be enhanced by such studies and reduce the burden of temperature attributable CVD deaths.</abstract><cop>Oxford</cop><pub>Oxford University Press</pub><doi>10.1093/eurpub/ckac131.157</doi><oa>free_for_read</oa></addata></record> |
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subjects | Age Age differences Cardiovascular diseases Climate change Cold Cold weather construction Disease Fatalities Gender Heart diseases Heat Hospitals Ischemia Linear analysis Mortality Public health Regional development Regional planning Regions Regression models Stroke Temperature |
title | Temperature and cardiovascular diseases: exploring associations in India and public health insights |
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