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Spatial Estimation of PM 2.5 Exposure and its Association with Asthma Exacerbation: A Prospective Study in Thai Children
The acceptable fine particulate matter (PM ) level in Thailand is double the recommendation of the World Health Organization. It is necessary to have an accurate measure of PM exposure and its association with health problems in vulnerable groups such as asthma exacerbation in Thai children to urge...
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Published in: | Annals of global health 2022, Vol.88 (1), p.15 |
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creator | Chankaew, Kornnasa Sinitkul, Ratchaneewan Manuyakorn, Wiparat Roekworachai, Koonkoaw Kamalaporn, Harutai |
description | The acceptable fine particulate matter (PM
) level in Thailand is double the recommendation of the World Health Organization. It is necessary to have an accurate measure of PM
exposure and its association with health problems in vulnerable groups such as asthma exacerbation in Thai children to urge the Clean Air Act in Thailand, which is currently in the process of revision.
To study the association between PM
exposure and asthma exacerbation in children living in Bangkok Metropolitan Region and Chiang Mai Province.
A pilot prospective observational study was conducted at the Chest and Allergy clinic at Ramathibodi Hospital, Mahidol University, Bangkok and at the Chest Clinic at Nakornping Hospital, Chiang Mai, Thailand, from June 2020 to February 2021. Children with asthma, aged 5-18 years old, were recruited. Respiratory symptoms, including cough, chest tightness, dyspnea or wheezing, peak expiratory flow rate, and asthma exacerbation, were recorded twice daily by caregivers. Estimated average daily PM
exposure levels were calculated using ArcGIS® at exacerbation day, three days before exacerbation (lag day 3), and 7 days before exacerbation (lag day 7). Regression analysis was applied to examine the association between PM
exposure and asthma exacerbation.
Seventy asthmatic patients were enrolled. The median age was 9.7 (IQR 5-18) years old. There were 53 respiratory symptoms, 5 admissions, and 1 intensive care unit admission. Daily PM
levels above 12 mcg/m
(the US cut-off level for the sensitive group) has higher sensitivity to detect asthma exacerbation compared to Thai cut-off level for the sensitive group (37 mcg/m
) (sensitivity 98.2% vs 32.1%). The average daily PM
level exposure at lag day 3 in the exacerbation vs the non-exacerbation group was 27.5 and 13.6 mcg/m
(p < 0.01), respectively. The daily PM
level at lag day 3 was also correlated with an acute asthmatic attack (r = 0.62, p < 0.01) with the 0.2 events increasing of asthmatic exacerbation every 10 mcg/m
of increment of daily PM
level.
Our findings suggest that asthmatic children are sensitive to daily PM
levels above 12 mcg/m
. Exposure to high daily PM
levels can lead to asthma exacerbation within three days. Further participant recruitment is needed to emphasize this association and establish the national data. |
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) level in Thailand is double the recommendation of the World Health Organization. It is necessary to have an accurate measure of PM
exposure and its association with health problems in vulnerable groups such as asthma exacerbation in Thai children to urge the Clean Air Act in Thailand, which is currently in the process of revision.
To study the association between PM
exposure and asthma exacerbation in children living in Bangkok Metropolitan Region and Chiang Mai Province.
A pilot prospective observational study was conducted at the Chest and Allergy clinic at Ramathibodi Hospital, Mahidol University, Bangkok and at the Chest Clinic at Nakornping Hospital, Chiang Mai, Thailand, from June 2020 to February 2021. Children with asthma, aged 5-18 years old, were recruited. Respiratory symptoms, including cough, chest tightness, dyspnea or wheezing, peak expiratory flow rate, and asthma exacerbation, were recorded twice daily by caregivers. Estimated average daily PM
exposure levels were calculated using ArcGIS® at exacerbation day, three days before exacerbation (lag day 3), and 7 days before exacerbation (lag day 7). Regression analysis was applied to examine the association between PM
exposure and asthma exacerbation.
Seventy asthmatic patients were enrolled. The median age was 9.7 (IQR 5-18) years old. There were 53 respiratory symptoms, 5 admissions, and 1 intensive care unit admission. Daily PM
levels above 12 mcg/m
(the US cut-off level for the sensitive group) has higher sensitivity to detect asthma exacerbation compared to Thai cut-off level for the sensitive group (37 mcg/m
) (sensitivity 98.2% vs 32.1%). The average daily PM
level exposure at lag day 3 in the exacerbation vs the non-exacerbation group was 27.5 and 13.6 mcg/m
(p < 0.01), respectively. The daily PM
level at lag day 3 was also correlated with an acute asthmatic attack (r = 0.62, p < 0.01) with the 0.2 events increasing of asthmatic exacerbation every 10 mcg/m
of increment of daily PM
level.
Our findings suggest that asthmatic children are sensitive to daily PM
levels above 12 mcg/m
. Exposure to high daily PM
levels can lead to asthma exacerbation within three days. Further participant recruitment is needed to emphasize this association and establish the national data.</description><identifier>EISSN: 2214-9996</identifier><identifier>PMID: 35433288</identifier><language>eng</language><publisher>United States</publisher><subject>Adolescent ; Air Pollutants - adverse effects ; Air Pollutants - analysis ; Air Pollution - adverse effects ; Air Pollution - analysis ; Asthma - epidemiology ; Asthma - etiology ; Child ; Child, Preschool ; Environmental Exposure - adverse effects ; Environmental Exposure - analysis ; Humans ; Particulate Matter - adverse effects ; Particulate Matter - analysis ; Prospective Studies ; Thailand - epidemiology</subject><ispartof>Annals of global health, 2022, Vol.88 (1), p.15</ispartof><rights>Copyright: © 2022 The Author(s).</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><orcidid>0000-0002-0304-8304</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,4024</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35433288$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Chankaew, Kornnasa</creatorcontrib><creatorcontrib>Sinitkul, Ratchaneewan</creatorcontrib><creatorcontrib>Manuyakorn, Wiparat</creatorcontrib><creatorcontrib>Roekworachai, Koonkoaw</creatorcontrib><creatorcontrib>Kamalaporn, Harutai</creatorcontrib><title>Spatial Estimation of PM 2.5 Exposure and its Association with Asthma Exacerbation: A Prospective Study in Thai Children</title><title>Annals of global health</title><addtitle>Ann Glob Health</addtitle><description>The acceptable fine particulate matter (PM
) level in Thailand is double the recommendation of the World Health Organization. It is necessary to have an accurate measure of PM
exposure and its association with health problems in vulnerable groups such as asthma exacerbation in Thai children to urge the Clean Air Act in Thailand, which is currently in the process of revision.
To study the association between PM
exposure and asthma exacerbation in children living in Bangkok Metropolitan Region and Chiang Mai Province.
A pilot prospective observational study was conducted at the Chest and Allergy clinic at Ramathibodi Hospital, Mahidol University, Bangkok and at the Chest Clinic at Nakornping Hospital, Chiang Mai, Thailand, from June 2020 to February 2021. Children with asthma, aged 5-18 years old, were recruited. Respiratory symptoms, including cough, chest tightness, dyspnea or wheezing, peak expiratory flow rate, and asthma exacerbation, were recorded twice daily by caregivers. Estimated average daily PM
exposure levels were calculated using ArcGIS® at exacerbation day, three days before exacerbation (lag day 3), and 7 days before exacerbation (lag day 7). Regression analysis was applied to examine the association between PM
exposure and asthma exacerbation.
Seventy asthmatic patients were enrolled. The median age was 9.7 (IQR 5-18) years old. There were 53 respiratory symptoms, 5 admissions, and 1 intensive care unit admission. Daily PM
levels above 12 mcg/m
(the US cut-off level for the sensitive group) has higher sensitivity to detect asthma exacerbation compared to Thai cut-off level for the sensitive group (37 mcg/m
) (sensitivity 98.2% vs 32.1%). The average daily PM
level exposure at lag day 3 in the exacerbation vs the non-exacerbation group was 27.5 and 13.6 mcg/m
(p < 0.01), respectively. The daily PM
level at lag day 3 was also correlated with an acute asthmatic attack (r = 0.62, p < 0.01) with the 0.2 events increasing of asthmatic exacerbation every 10 mcg/m
of increment of daily PM
level.
Our findings suggest that asthmatic children are sensitive to daily PM
levels above 12 mcg/m
. Exposure to high daily PM
levels can lead to asthma exacerbation within three days. Further participant recruitment is needed to emphasize this association and establish the national data.</description><subject>Adolescent</subject><subject>Air Pollutants - adverse effects</subject><subject>Air Pollutants - analysis</subject><subject>Air Pollution - adverse effects</subject><subject>Air Pollution - analysis</subject><subject>Asthma - epidemiology</subject><subject>Asthma - etiology</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Environmental Exposure - adverse effects</subject><subject>Environmental Exposure - analysis</subject><subject>Humans</subject><subject>Particulate Matter - adverse effects</subject><subject>Particulate Matter - analysis</subject><subject>Prospective Studies</subject><subject>Thailand - epidemiology</subject><issn>2214-9996</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNqFjs0KgkAUhYcgKspXiPsChc5oaLsIo00Q5D4mHfGGOsPcsZ-3T_pZtzqHc77FN2ATzoNwkSTJasw8oqvv-wGPokQEIzYWUSgEj-MJe5yMdChrSMlh01fdgi7heAC-jCB9GE2dVSDbAtARbIh0jh_sjq7qB1c1sgdlruzlfaxhA0eryajc4U3ByXXFE7CFrJII2wrrwqp2xoalrEl535yy-S7NtvuF6S6NKs7G9jr2ef6pir_ACyFaSmU</recordid><startdate>2022</startdate><enddate>2022</enddate><creator>Chankaew, Kornnasa</creator><creator>Sinitkul, Ratchaneewan</creator><creator>Manuyakorn, Wiparat</creator><creator>Roekworachai, Koonkoaw</creator><creator>Kamalaporn, Harutai</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><orcidid>https://orcid.org/0000-0002-0304-8304</orcidid></search><sort><creationdate>2022</creationdate><title>Spatial Estimation of PM 2.5 Exposure and its Association with Asthma Exacerbation: A Prospective Study in Thai Children</title><author>Chankaew, Kornnasa ; Sinitkul, Ratchaneewan ; Manuyakorn, Wiparat ; Roekworachai, Koonkoaw ; Kamalaporn, Harutai</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-pubmed_primary_354332883</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adolescent</topic><topic>Air Pollutants - adverse effects</topic><topic>Air Pollutants - analysis</topic><topic>Air Pollution - adverse effects</topic><topic>Air Pollution - analysis</topic><topic>Asthma - epidemiology</topic><topic>Asthma - etiology</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Environmental Exposure - adverse effects</topic><topic>Environmental Exposure - analysis</topic><topic>Humans</topic><topic>Particulate Matter - adverse effects</topic><topic>Particulate Matter - analysis</topic><topic>Prospective Studies</topic><topic>Thailand - epidemiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chankaew, Kornnasa</creatorcontrib><creatorcontrib>Sinitkul, Ratchaneewan</creatorcontrib><creatorcontrib>Manuyakorn, Wiparat</creatorcontrib><creatorcontrib>Roekworachai, Koonkoaw</creatorcontrib><creatorcontrib>Kamalaporn, Harutai</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><jtitle>Annals of global health</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chankaew, Kornnasa</au><au>Sinitkul, Ratchaneewan</au><au>Manuyakorn, Wiparat</au><au>Roekworachai, Koonkoaw</au><au>Kamalaporn, Harutai</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Spatial Estimation of PM 2.5 Exposure and its Association with Asthma Exacerbation: A Prospective Study in Thai Children</atitle><jtitle>Annals of global health</jtitle><addtitle>Ann Glob Health</addtitle><date>2022</date><risdate>2022</risdate><volume>88</volume><issue>1</issue><spage>15</spage><pages>15-</pages><eissn>2214-9996</eissn><abstract>The acceptable fine particulate matter (PM
) level in Thailand is double the recommendation of the World Health Organization. It is necessary to have an accurate measure of PM
exposure and its association with health problems in vulnerable groups such as asthma exacerbation in Thai children to urge the Clean Air Act in Thailand, which is currently in the process of revision.
To study the association between PM
exposure and asthma exacerbation in children living in Bangkok Metropolitan Region and Chiang Mai Province.
A pilot prospective observational study was conducted at the Chest and Allergy clinic at Ramathibodi Hospital, Mahidol University, Bangkok and at the Chest Clinic at Nakornping Hospital, Chiang Mai, Thailand, from June 2020 to February 2021. Children with asthma, aged 5-18 years old, were recruited. Respiratory symptoms, including cough, chest tightness, dyspnea or wheezing, peak expiratory flow rate, and asthma exacerbation, were recorded twice daily by caregivers. Estimated average daily PM
exposure levels were calculated using ArcGIS® at exacerbation day, three days before exacerbation (lag day 3), and 7 days before exacerbation (lag day 7). Regression analysis was applied to examine the association between PM
exposure and asthma exacerbation.
Seventy asthmatic patients were enrolled. The median age was 9.7 (IQR 5-18) years old. There were 53 respiratory symptoms, 5 admissions, and 1 intensive care unit admission. Daily PM
levels above 12 mcg/m
(the US cut-off level for the sensitive group) has higher sensitivity to detect asthma exacerbation compared to Thai cut-off level for the sensitive group (37 mcg/m
) (sensitivity 98.2% vs 32.1%). The average daily PM
level exposure at lag day 3 in the exacerbation vs the non-exacerbation group was 27.5 and 13.6 mcg/m
(p < 0.01), respectively. The daily PM
level at lag day 3 was also correlated with an acute asthmatic attack (r = 0.62, p < 0.01) with the 0.2 events increasing of asthmatic exacerbation every 10 mcg/m
of increment of daily PM
level.
Our findings suggest that asthmatic children are sensitive to daily PM
levels above 12 mcg/m
. Exposure to high daily PM
levels can lead to asthma exacerbation within three days. Further participant recruitment is needed to emphasize this association and establish the national data.</abstract><cop>United States</cop><pmid>35433288</pmid><orcidid>https://orcid.org/0000-0002-0304-8304</orcidid></addata></record> |
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source | Publicly Available Content Database (Proquest) (PQ_SDU_P3); PubMed Central Free |
subjects | Adolescent Air Pollutants - adverse effects Air Pollutants - analysis Air Pollution - adverse effects Air Pollution - analysis Asthma - epidemiology Asthma - etiology Child Child, Preschool Environmental Exposure - adverse effects Environmental Exposure - analysis Humans Particulate Matter - adverse effects Particulate Matter - analysis Prospective Studies Thailand - epidemiology |
title | Spatial Estimation of PM 2.5 Exposure and its Association with Asthma Exacerbation: A Prospective Study in Thai Children |
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