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Longitudinal associations between ambient PM 2.5 exposure and lipid levels in two Indian cities
Exposure to ambient PM is known to affect lipid metabolism through systemic inflammation and oxidative stress. Evidence from developing countries, such as India with high levels of ambient PM and distinct lipid profiles, is sparse. Longitudinal nonlinear mixed-effects analysis was conducted on >1...
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Published in: | Environmental epidemiology 2024-04, Vol.8 (2), p.e295 |
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creator | Anand, Kritika Walia, Gagandeep Kaur Mandal, Siddhartha Menon, Jyothi S Gupta, Ruby Tandon, Nikhil Narayan, K M Venkat Ali, Mohammed K Mohan, Viswanathan Schwartz, Joel D Prabhakaran, Dorairaj |
description | Exposure to ambient PM
is known to affect lipid metabolism through systemic inflammation and oxidative stress. Evidence from developing countries, such as India with high levels of ambient PM
and distinct lipid profiles, is sparse.
Longitudinal nonlinear mixed-effects analysis was conducted on >10,000 participants of Centre for cArdiometabolic Risk Reduction in South Asia (CARRS) cohort in Chennai and Delhi, India. We examined associations between 1-month and 1-year average ambient PM
exposure derived from the spatiotemporal model and lipid levels (total cholesterol [TC], triglycerides [TRIG], high-density lipoprotein cholesterol [HDL-C], and low-density lipoprotein cholesterol [LDL-C]) measured longitudinally, adjusting for residential and neighborhood-level confounders.
The mean annual exposure in Chennai and Delhi was 40 and 102 μg/m
respectively. Elevated ambient PM
levels were associated with an increase in LDL-C and TC at levels up to 100 µg/m
in both cities and beyond 125 µg/m
in Delhi. TRIG levels in Chennai increased until 40 µg/m
for both short- and long-term exposures, then stabilized or declined, while in Delhi, there was a consistent rise with increasing annual exposures. HDL-C showed an increase in both cities against monthly average exposure. HDL-C decreased slightly in Chennai with an increase in long-term exposure, whereas it decreased beyond 130 µg/m
in Delhi.
These findings demonstrate diverse associations between a wide range of ambient PM
and lipid levels in an understudied South Asian population. Further research is needed to establish causality and develop targeted interventions to mitigate the impact of air pollution on lipid metabolism and cardiovascular health. |
format | article |
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is known to affect lipid metabolism through systemic inflammation and oxidative stress. Evidence from developing countries, such as India with high levels of ambient PM
and distinct lipid profiles, is sparse.
Longitudinal nonlinear mixed-effects analysis was conducted on >10,000 participants of Centre for cArdiometabolic Risk Reduction in South Asia (CARRS) cohort in Chennai and Delhi, India. We examined associations between 1-month and 1-year average ambient PM
exposure derived from the spatiotemporal model and lipid levels (total cholesterol [TC], triglycerides [TRIG], high-density lipoprotein cholesterol [HDL-C], and low-density lipoprotein cholesterol [LDL-C]) measured longitudinally, adjusting for residential and neighborhood-level confounders.
The mean annual exposure in Chennai and Delhi was 40 and 102 μg/m
respectively. Elevated ambient PM
levels were associated with an increase in LDL-C and TC at levels up to 100 µg/m
in both cities and beyond 125 µg/m
in Delhi. TRIG levels in Chennai increased until 40 µg/m
for both short- and long-term exposures, then stabilized or declined, while in Delhi, there was a consistent rise with increasing annual exposures. HDL-C showed an increase in both cities against monthly average exposure. HDL-C decreased slightly in Chennai with an increase in long-term exposure, whereas it decreased beyond 130 µg/m
in Delhi.
These findings demonstrate diverse associations between a wide range of ambient PM
and lipid levels in an understudied South Asian population. Further research is needed to establish causality and develop targeted interventions to mitigate the impact of air pollution on lipid metabolism and cardiovascular health.</description><identifier>EISSN: 2474-7882</identifier><identifier>PMID: 38617424</identifier><language>eng</language><publisher>United States</publisher><ispartof>Environmental epidemiology, 2024-04, Vol.8 (2), p.e295</ispartof><rights>Copyright © 2024 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of The Environmental Epidemiology. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-2407-0156</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38617424$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Anand, Kritika</creatorcontrib><creatorcontrib>Walia, Gagandeep Kaur</creatorcontrib><creatorcontrib>Mandal, Siddhartha</creatorcontrib><creatorcontrib>Menon, Jyothi S</creatorcontrib><creatorcontrib>Gupta, Ruby</creatorcontrib><creatorcontrib>Tandon, Nikhil</creatorcontrib><creatorcontrib>Narayan, K M Venkat</creatorcontrib><creatorcontrib>Ali, Mohammed K</creatorcontrib><creatorcontrib>Mohan, Viswanathan</creatorcontrib><creatorcontrib>Schwartz, Joel D</creatorcontrib><creatorcontrib>Prabhakaran, Dorairaj</creatorcontrib><title>Longitudinal associations between ambient PM 2.5 exposure and lipid levels in two Indian cities</title><title>Environmental epidemiology</title><addtitle>Environ Epidemiol</addtitle><description>Exposure to ambient PM
is known to affect lipid metabolism through systemic inflammation and oxidative stress. Evidence from developing countries, such as India with high levels of ambient PM
and distinct lipid profiles, is sparse.
Longitudinal nonlinear mixed-effects analysis was conducted on >10,000 participants of Centre for cArdiometabolic Risk Reduction in South Asia (CARRS) cohort in Chennai and Delhi, India. We examined associations between 1-month and 1-year average ambient PM
exposure derived from the spatiotemporal model and lipid levels (total cholesterol [TC], triglycerides [TRIG], high-density lipoprotein cholesterol [HDL-C], and low-density lipoprotein cholesterol [LDL-C]) measured longitudinally, adjusting for residential and neighborhood-level confounders.
The mean annual exposure in Chennai and Delhi was 40 and 102 μg/m
respectively. Elevated ambient PM
levels were associated with an increase in LDL-C and TC at levels up to 100 µg/m
in both cities and beyond 125 µg/m
in Delhi. TRIG levels in Chennai increased until 40 µg/m
for both short- and long-term exposures, then stabilized or declined, while in Delhi, there was a consistent rise with increasing annual exposures. HDL-C showed an increase in both cities against monthly average exposure. HDL-C decreased slightly in Chennai with an increase in long-term exposure, whereas it decreased beyond 130 µg/m
in Delhi.
These findings demonstrate diverse associations between a wide range of ambient PM
and lipid levels in an understudied South Asian population. Further research is needed to establish causality and develop targeted interventions to mitigate the impact of air pollution on lipid metabolism and cardiovascular health.</description><issn>2474-7882</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFjrsKwkAQAA9BjKi_IPsDkXi5mFiLoqBgYR8uZpWVZC9kLz7-XgutbWaaKaanhtqkJkyzTAdqInKLokhrkyzTZKCCOFvMU6PNUOV7x1fyXUlsK7Ai7kzWk2OBAv0DkcHWBSF7OB5AzxLAZ-OkaxEsl1BRQx_iHSsBYvAPBzsuyTKcyRPKWPUvthKcfD1S0836tNqGTVfUWOZNS7VtX_nvKP4bvAFMzUIt</recordid><startdate>202404</startdate><enddate>202404</enddate><creator>Anand, Kritika</creator><creator>Walia, Gagandeep Kaur</creator><creator>Mandal, Siddhartha</creator><creator>Menon, Jyothi S</creator><creator>Gupta, Ruby</creator><creator>Tandon, Nikhil</creator><creator>Narayan, K M Venkat</creator><creator>Ali, Mohammed K</creator><creator>Mohan, Viswanathan</creator><creator>Schwartz, Joel D</creator><creator>Prabhakaran, Dorairaj</creator><scope>NPM</scope><orcidid>https://orcid.org/0000-0002-2407-0156</orcidid></search><sort><creationdate>202404</creationdate><title>Longitudinal associations between ambient PM 2.5 exposure and lipid levels in two Indian cities</title><author>Anand, Kritika ; Walia, Gagandeep Kaur ; Mandal, Siddhartha ; Menon, Jyothi S ; Gupta, Ruby ; Tandon, Nikhil ; Narayan, K M Venkat ; Ali, Mohammed K ; Mohan, Viswanathan ; Schwartz, Joel D ; Prabhakaran, Dorairaj</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-pubmed_primary_386174243</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Anand, Kritika</creatorcontrib><creatorcontrib>Walia, Gagandeep Kaur</creatorcontrib><creatorcontrib>Mandal, Siddhartha</creatorcontrib><creatorcontrib>Menon, Jyothi S</creatorcontrib><creatorcontrib>Gupta, Ruby</creatorcontrib><creatorcontrib>Tandon, Nikhil</creatorcontrib><creatorcontrib>Narayan, K M Venkat</creatorcontrib><creatorcontrib>Ali, Mohammed K</creatorcontrib><creatorcontrib>Mohan, Viswanathan</creatorcontrib><creatorcontrib>Schwartz, Joel D</creatorcontrib><creatorcontrib>Prabhakaran, Dorairaj</creatorcontrib><collection>PubMed</collection><jtitle>Environmental epidemiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Anand, Kritika</au><au>Walia, Gagandeep Kaur</au><au>Mandal, Siddhartha</au><au>Menon, Jyothi S</au><au>Gupta, Ruby</au><au>Tandon, Nikhil</au><au>Narayan, K M Venkat</au><au>Ali, Mohammed K</au><au>Mohan, Viswanathan</au><au>Schwartz, Joel D</au><au>Prabhakaran, Dorairaj</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Longitudinal associations between ambient PM 2.5 exposure and lipid levels in two Indian cities</atitle><jtitle>Environmental epidemiology</jtitle><addtitle>Environ Epidemiol</addtitle><date>2024-04</date><risdate>2024</risdate><volume>8</volume><issue>2</issue><spage>e295</spage><pages>e295-</pages><eissn>2474-7882</eissn><abstract>Exposure to ambient PM
is known to affect lipid metabolism through systemic inflammation and oxidative stress. Evidence from developing countries, such as India with high levels of ambient PM
and distinct lipid profiles, is sparse.
Longitudinal nonlinear mixed-effects analysis was conducted on >10,000 participants of Centre for cArdiometabolic Risk Reduction in South Asia (CARRS) cohort in Chennai and Delhi, India. We examined associations between 1-month and 1-year average ambient PM
exposure derived from the spatiotemporal model and lipid levels (total cholesterol [TC], triglycerides [TRIG], high-density lipoprotein cholesterol [HDL-C], and low-density lipoprotein cholesterol [LDL-C]) measured longitudinally, adjusting for residential and neighborhood-level confounders.
The mean annual exposure in Chennai and Delhi was 40 and 102 μg/m
respectively. Elevated ambient PM
levels were associated with an increase in LDL-C and TC at levels up to 100 µg/m
in both cities and beyond 125 µg/m
in Delhi. TRIG levels in Chennai increased until 40 µg/m
for both short- and long-term exposures, then stabilized or declined, while in Delhi, there was a consistent rise with increasing annual exposures. HDL-C showed an increase in both cities against monthly average exposure. HDL-C decreased slightly in Chennai with an increase in long-term exposure, whereas it decreased beyond 130 µg/m
in Delhi.
These findings demonstrate diverse associations between a wide range of ambient PM
and lipid levels in an understudied South Asian population. Further research is needed to establish causality and develop targeted interventions to mitigate the impact of air pollution on lipid metabolism and cardiovascular health.</abstract><cop>United States</cop><pmid>38617424</pmid><orcidid>https://orcid.org/0000-0002-2407-0156</orcidid></addata></record> |
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source | PubMed Central (Open access); HEAL-Link subscriptions: Lippincott Williams & Wilkins |
title | Longitudinal associations between ambient PM 2.5 exposure and lipid levels in two Indian cities |
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