Cardiorespiratory treatments as modifiers of the relationship between particulate matter and health: A case-only analysis on hospitalized patients in Italy
A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this modification is confirmed in the general population or for more serious outcomes is still unknown. We carried out a population-based pilot study in or...
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Published in | Environmental research Vol. 136; pp. 491 - 499 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Netherlands
Elsevier Inc
01.01.2015
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Subjects | |
Online Access | Get full text |
ISSN | 0013-9351 1096-0953 1096-0953 |
DOI | 10.1016/j.envres.2014.09.007 |
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Abstract | A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this modification is confirmed in the general population or for more serious outcomes is still unknown.
We carried out a population-based pilot study in order to assess how pre-hospitalization medical treatments modify the relationship between PM<10μm in aerodynamic diameter (PM10) and the risk of cardiorespiratory admission.
We gathered information on hospitalizations for cardiorespiratory causes, together with pre-admission pharmacological treatments, that occurred during 2005 in seven cities located in Lombardy (Northern Italy). City-specific PM10 concentrations were measured at fixed monitoring stations. Each treatment of interest was analyzed separately through a case-only approach, using generalized additive models accounting for sex, age, comorbidities, temperature and simultaneous intake of other drugs. Analyses were stratified by season and, if useful, by age and sex.
Our results showed a higher effect size for PM10 on respiratory admissions in subjects treated with theophylline (Odds Ratio (OR) of treatment for an increment of 10μg/m3 in PM10 concentration: 1.119; 95% Confidence Interval (CI): 1.013–1.237), while for cardiovascular admissions treatment with cardiac therapy (OR: 0.967, 95% CI: 0.940–0.995) and lipid modifying agents (OR: 0.962, 95% CI: 0.931–0.995) emerged as a protective factor, especially during the warm season. Evidence of a protective effect against the pollutant was found for glucocorticoids and respiratory admissions.
Our study showed that the treatment with cardiac therapy and lipid modifying agents might mitigate the effect of PM10 on cardiovascular health, while the use of theophylline seems to enhance the effect of the pollutant, possibly due to confounding by indication. It is desirable to extend the analyses to a larger population.
•We carried out a pilot study in Northern Italy using administrative databases.•We retrieved data on cardiorespiratory hospitalizations and drug prescriptions.•We evaluated how pre-hospitalization treatments modify the effect of PM10.•Cardiac therapy and lipid modifying agents might mitigate the effect of PM10.•Subjects treated with theophylline seem more susceptible to the effect of PM10. |
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AbstractList | Background A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this modification is confirmed in the general population or for more serious outcomes is still unknown. Objectives We carried out a population-based pilot study in order to assess how pre-hospitalization medical treatments modify the relationship between PM<10 mu m in aerodynamic diameter (PM10) and the risk of cardiorespiratory admission. Methods We gathered information on hospitalizations for cardiorespiratory causes, together with pre-admission pharmacological treatments, that occurred during 2005 in seven cities located in Lombardy (Northern Italy). City-specific PM10 concentrations were measured at fixed monitoring stations. Each treatment of interest was analyzed separately through a case-only approach, using generalized additive models accounting for sex, age, comorbidities, temperature and simultaneous intake of other drugs. Analyses were stratified by season and, if useful, by age and sex. Results Our results showed a higher effect size for PM10 on respiratory admissions in subjects treated with theophylline (Odds Ratio (OR) of treatment for an increment of 10 mu g/m3 in PM10 concentration: 1.119; 95% Confidence Interval (CI): 1.013-1.237), while for cardiovascular admissions treatment with cardiac therapy (OR: 0.967, 95% CI: 0.940-0.995) and lipid modifying agents (OR: 0.962, 95% CI: 0.931-0.995) emerged as a protective factor, especially during the warm season. Evidence of a protective effect against the pollutant was found for glucocorticoids and respiratory admissions. Conclusions Our study showed that the treatment with cardiac therapy and lipid modifying agents might mitigate the effect of PM10 on cardiovascular health, while the use of theophylline seems to enhance the effect of the pollutant, possibly due to confounding by indication. It is desirable to extend the analyses to a larger population. A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this modification is confirmed in the general population or for more serious outcomes is still unknown. We carried out a population-based pilot study in order to assess how pre-hospitalization medical treatments modify the relationship between PM<10μm in aerodynamic diameter (PM10) and the risk of cardiorespiratory admission. We gathered information on hospitalizations for cardiorespiratory causes, together with pre-admission pharmacological treatments, that occurred during 2005 in seven cities located in Lombardy (Northern Italy). City-specific PM10 concentrations were measured at fixed monitoring stations. Each treatment of interest was analyzed separately through a case-only approach, using generalized additive models accounting for sex, age, comorbidities, temperature and simultaneous intake of other drugs. Analyses were stratified by season and, if useful, by age and sex. Our results showed a higher effect size for PM10 on respiratory admissions in subjects treated with theophylline (Odds Ratio (OR) of treatment for an increment of 10μg/m3 in PM10 concentration: 1.119; 95% Confidence Interval (CI): 1.013–1.237), while for cardiovascular admissions treatment with cardiac therapy (OR: 0.967, 95% CI: 0.940–0.995) and lipid modifying agents (OR: 0.962, 95% CI: 0.931–0.995) emerged as a protective factor, especially during the warm season. Evidence of a protective effect against the pollutant was found for glucocorticoids and respiratory admissions. Our study showed that the treatment with cardiac therapy and lipid modifying agents might mitigate the effect of PM10 on cardiovascular health, while the use of theophylline seems to enhance the effect of the pollutant, possibly due to confounding by indication. It is desirable to extend the analyses to a larger population. •We carried out a pilot study in Northern Italy using administrative databases.•We retrieved data on cardiorespiratory hospitalizations and drug prescriptions.•We evaluated how pre-hospitalization treatments modify the effect of PM10.•Cardiac therapy and lipid modifying agents might mitigate the effect of PM10.•Subjects treated with theophylline seem more susceptible to the effect of PM10. A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this modification is confirmed in the general population or for more serious outcomes is still unknown.BACKGROUNDA few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this modification is confirmed in the general population or for more serious outcomes is still unknown.We carried out a population-based pilot study in order to assess how pre-hospitalization medical treatments modify the relationship between PM<10 μm in aerodynamic diameter (PM10) and the risk of cardiorespiratory admission.OBJECTIVESWe carried out a population-based pilot study in order to assess how pre-hospitalization medical treatments modify the relationship between PM<10 μm in aerodynamic diameter (PM10) and the risk of cardiorespiratory admission.We gathered information on hospitalizations for cardiorespiratory causes, together with pre-admission pharmacological treatments, that occurred during 2005 in seven cities located in Lombardy (Northern Italy). City-specific PM10 concentrations were measured at fixed monitoring stations. Each treatment of interest was analyzed separately through a case-only approach, using generalized additive models accounting for sex, age, comorbidities, temperature and simultaneous intake of other drugs. Analyses were stratified by season and, if useful, by age and sex.METHODSWe gathered information on hospitalizations for cardiorespiratory causes, together with pre-admission pharmacological treatments, that occurred during 2005 in seven cities located in Lombardy (Northern Italy). City-specific PM10 concentrations were measured at fixed monitoring stations. Each treatment of interest was analyzed separately through a case-only approach, using generalized additive models accounting for sex, age, comorbidities, temperature and simultaneous intake of other drugs. Analyses were stratified by season and, if useful, by age and sex.Our results showed a higher effect size for PM10 on respiratory admissions in subjects treated with theophylline (Odds Ratio (OR) of treatment for an increment of 10 μg/m(3) in PM10 concentration: 1.119; 95% Confidence Interval (CI): 1.013-1.237), while for cardiovascular admissions treatment with cardiac therapy (OR: 0.967, 95% CI: 0.940-0.995) and lipid modifying agents (OR: 0.962, 95% CI: 0.931-0.995) emerged as a protective factor, especially during the warm season. Evidence of a protective effect against the pollutant was found for glucocorticoids and respiratory admissions.RESULTSOur results showed a higher effect size for PM10 on respiratory admissions in subjects treated with theophylline (Odds Ratio (OR) of treatment for an increment of 10 μg/m(3) in PM10 concentration: 1.119; 95% Confidence Interval (CI): 1.013-1.237), while for cardiovascular admissions treatment with cardiac therapy (OR: 0.967, 95% CI: 0.940-0.995) and lipid modifying agents (OR: 0.962, 95% CI: 0.931-0.995) emerged as a protective factor, especially during the warm season. Evidence of a protective effect against the pollutant was found for glucocorticoids and respiratory admissions.Our study showed that the treatment with cardiac therapy and lipid modifying agents might mitigate the effect of PM10 on cardiovascular health, while the use of theophylline seems to enhance the effect of the pollutant, possibly due to confounding by indication. It is desirable to extend the analyses to a larger population.CONCLUSIONSOur study showed that the treatment with cardiac therapy and lipid modifying agents might mitigate the effect of PM10 on cardiovascular health, while the use of theophylline seems to enhance the effect of the pollutant, possibly due to confounding by indication. It is desirable to extend the analyses to a larger population. A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this modification is confirmed in the general population or for more serious outcomes is still unknown. We carried out a population-based pilot study in order to assess how pre-hospitalization medical treatments modify the relationship between PM<10 μm in aerodynamic diameter (PM10) and the risk of cardiorespiratory admission. We gathered information on hospitalizations for cardiorespiratory causes, together with pre-admission pharmacological treatments, that occurred during 2005 in seven cities located in Lombardy (Northern Italy). City-specific PM10 concentrations were measured at fixed monitoring stations. Each treatment of interest was analyzed separately through a case-only approach, using generalized additive models accounting for sex, age, comorbidities, temperature and simultaneous intake of other drugs. Analyses were stratified by season and, if useful, by age and sex. Our results showed a higher effect size for PM10 on respiratory admissions in subjects treated with theophylline (Odds Ratio (OR) of treatment for an increment of 10 μg/m(3) in PM10 concentration: 1.119; 95% Confidence Interval (CI): 1.013-1.237), while for cardiovascular admissions treatment with cardiac therapy (OR: 0.967, 95% CI: 0.940-0.995) and lipid modifying agents (OR: 0.962, 95% CI: 0.931-0.995) emerged as a protective factor, especially during the warm season. Evidence of a protective effect against the pollutant was found for glucocorticoids and respiratory admissions. Our study showed that the treatment with cardiac therapy and lipid modifying agents might mitigate the effect of PM10 on cardiovascular health, while the use of theophylline seems to enhance the effect of the pollutant, possibly due to confounding by indication. It is desirable to extend the analyses to a larger population. A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this modification is confirmed in the general population or for more serious outcomes is still unknown.We carried out a population-based pilot study in order to assess how pre-hospitalization medical treatments modify the relationship between PM<10μm in aerodynamic diameter (PM10) and the risk of cardiorespiratory admission.We gathered information on hospitalizations for cardiorespiratory causes, together with pre-admission pharmacological treatments, that occurred during 2005 in seven cities located in Lombardy (Northern Italy). City-specific PM10 concentrations were measured at fixed monitoring stations. Each treatment of interest was analyzed separately through a case-only approach, using generalized additive models accounting for sex, age, comorbidities, temperature and simultaneous intake of other drugs. Analyses were stratified by season and, if useful, by age and sex.Our results showed a higher effect size for PM10 on respiratory admissions in subjects treated with theophylline (Odds Ratio (OR) of treatment for an increment of 10μg/m3 in PM10 concentration: 1.119; 95% Confidence Interval (CI): 1.013–1.237), while for cardiovascular admissions treatment with cardiac therapy (OR: 0.967, 95% CI: 0.940–0.995) and lipid modifying agents (OR: 0.962, 95% CI: 0.931–0.995) emerged as a protective factor, especially during the warm season. Evidence of a protective effect against the pollutant was found for glucocorticoids and respiratory admissions.Our study showed that the treatment with cardiac therapy and lipid modifying agents might mitigate the effect of PM10 on cardiovascular health, while the use of theophylline seems to enhance the effect of the pollutant, possibly due to confounding by indication. It is desirable to extend the analyses to a larger population. |
Author | Schwartz, Joel Zanobetti, Antonella Conti, Sara Madotto, Fabiana Fornari, Carla Cesana, Giancarlo Lafranconi, Alessandra |
AuthorAffiliation | a Research Centre on Public Health. Department of Statistics and Quantitative Methods. University of Milano – Bicocca. Via Cadore 48, I-20052 Monza, MB, Italy c Department of Environmental Health, Harvard School of Public Health. P.O. Box 15698, Landmark Center-415-K, Boston, MA 02215, USA b School of Hygiene and Preventive Medicine. Department of Health Sciences. University of Milano – Bicocca. Via Cadore 48, I-20052 Monza, MB, Italy |
AuthorAffiliation_xml | – name: a Research Centre on Public Health. Department of Statistics and Quantitative Methods. University of Milano – Bicocca. Via Cadore 48, I-20052 Monza, MB, Italy – name: b School of Hygiene and Preventive Medicine. Department of Health Sciences. University of Milano – Bicocca. Via Cadore 48, I-20052 Monza, MB, Italy – name: c Department of Environmental Health, Harvard School of Public Health. P.O. Box 15698, Landmark Center-415-K, Boston, MA 02215, USA |
Author_xml | – sequence: 1 givenname: Sara surname: Conti fullname: Conti, Sara email: sara.conti@unimib.it organization: Research Centre on Public Health. Department of Statistics and Quantitative Methods. University of Milano – Bicocca. Via Cadore 48, I-20052 Monza, (MB), Italy – sequence: 2 givenname: Alessandra surname: Lafranconi fullname: Lafranconi, Alessandra email: lafranconi.ale@gmail.com organization: School of Hygiene and Preventive Medicine. Department of Health Sciences. University of Milano – Bicocca. Via Cadore, 48, I-20052 Monza, (MB), Italy – sequence: 3 givenname: Antonella surname: Zanobetti fullname: Zanobetti, Antonella email: azanobet@hsph.harvard.edu organization: Department of Environmental Health, Harvard School of Public Health, P.O. Box 15698, Landmark Center-415-K, Boston, MA 02215, USA – sequence: 4 givenname: Carla surname: Fornari fullname: Fornari, Carla email: carla.fornari@unimib.it organization: Research Centre on Public Health. Department of Statistics and Quantitative Methods. University of Milano – Bicocca. Via Cadore 48, I-20052 Monza, (MB), Italy – sequence: 5 givenname: Fabiana surname: Madotto fullname: Madotto, Fabiana email: fabiana.madotto@unimib.it organization: Research Centre on Public Health. Department of Statistics and Quantitative Methods. University of Milano – Bicocca. Via Cadore 48, I-20052 Monza, (MB), Italy – sequence: 6 givenname: Joel surname: Schwartz fullname: Schwartz, Joel email: joel@hsph.harvard.edu organization: Department of Environmental Health, Harvard School of Public Health, P.O. Box 15698, Landmark Center-415-K, Boston, MA 02215, USA – sequence: 7 givenname: Giancarlo surname: Cesana fullname: Cesana, Giancarlo email: giancarlo.cesana@unimib.it organization: Research Centre on Public Health. Department of Statistics and Quantitative Methods. University of Milano – Bicocca. Via Cadore 48, I-20052 Monza, (MB), Italy |
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Snippet | A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether this... Background A few panel and toxicological studies suggest that health effects of particulate matter (PM) might be modified by medication intake, but whether... |
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SubjectTerms | Age Cardiovascular Diseases - therapy Case-only analysis cities comorbidity confidence interval drug therapy Effect modification glucocorticoids Health Hospitalization Humans Inpatients Italy Lipids medical treatment monitoring odds ratio Particulate matter Particulate Matter - toxicity particulates patients Pharmacological treatments Pilot Projects Pollutants Protective protective effect Respiratory Tract Diseases - therapy risk Seasons Sex temperature theophylline Therapy warm season |
Title | Cardiorespiratory treatments as modifiers of the relationship between particulate matter and health: A case-only analysis on hospitalized patients in Italy |
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