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Soesanti F, Hoek G, Brunekreef B, Meliefste K, Chen J, Idris NS, Putri ND, Uiterwaal CSPM, Grobbee DE, Klipstein-Grobusch K. Perinatal exposure to traffic related air pollutants and the risk of infection in the first six months of life: a cohort study from a low-middle income country. Int Arch Occup Environ Health 2024; 97:575-586. [PMID: 38632139 PMCID: PMC11129992 DOI: 10.1007/s00420-024-02064-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 04/02/2024] [Indexed: 04/19/2024]
Abstract
OBJECTIVE There is limited study from low-and-middle income countries on the effect of perinatal exposure to air pollution and the risk of infection in infant. We assessed the association between perinatal exposure to traffic related air pollution and the risk of infection in infant during their first six months of life. METHODS A prospective cohort study was performed in Jakarta, March 2016-September 2020 among 298 mother-infant pairs. PM2.5, soot, NOx, and NO2 concentrations were assessed using land use regression models (LUR) at individual level. Repeated interviewer-administered questionnaires were used to obtain data on infection at 1, 2, 4 and 6 months of age. The infections were categorized as upper respiratory tract (runny nose, cough, wheezing or shortness of breath), lower respiratory tract (pneumonia, bronchiolitis) or gastrointestinal tract infection. Logistic regression models adjusted for covariates were used to assess the association between perinatal exposure to air pollution and the risk of infection in the first six months of life. RESULTS The average concentrations of PM2.5 and NO2 were much higher than the WHO recommended levels. Upper respiratory tract infections (URTI) were much more common in the first six months of life than diagnosed lower respiratory tract or gastro-intestinal infections (35.6%, 3.5% and 5.8% respectively). Perinatal exposure to PM2.5 and soot suggested increase cumulative risk of upper respiratory tract infection (URTI) in the first 6 months of life per IQR increase with adjusted OR of 1.50 (95% CI 0.91; 2.47) and 1.14 (95% CI 0.79; 1.64), respectively. Soot was significantly associated with the risk of URTI at 4-6 months age interval (aOR of 1.45, 95%CI 1.02; 2.09). All air pollutants were also positively associated with lower respiratory tract infection, but all CIs include unity because of relatively small samples. Adjusted odds ratios for gastrointestinal infections were close to unity. CONCLUSION Our study adds to the evidence that perinatal exposure to fine particles is associated with respiratory tract infection in infants in a low-middle income country.
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Affiliation(s)
- Frida Soesanti
- Department of Child Health, Faculty of Medicine, Universitas Indonesia/Cipto Mangunkusumo General Hospital, Jakarta, Indonesia.
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
| | - Gerard Hoek
- Environmental and Occupational Health Group Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands
| | - Bert Brunekreef
- Environmental and Occupational Health Group Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands
| | - Kees Meliefste
- Environmental and Occupational Health Group Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands
| | - Jie Chen
- Environmental and Occupational Health Group Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, The Netherlands
- Department of Environmental Health, Harvard T. H. Chan School of Public Health, Boston, USA
| | - Nikmah S Idris
- Department of Child Health, Faculty of Medicine, Universitas Indonesia/Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Nina D Putri
- Department of Child Health, Faculty of Medicine, Universitas Indonesia/Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Cuno S P M Uiterwaal
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Diederick E Grobbee
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Kerstin Klipstein-Grobusch
- Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
- Division of Epidemiology and Biostatistics, School of Public Health, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Van Brusselen D, De Troeyer K, van Vliet MP, Avonts D, Nemery B, Liesenborghs L, Verhulst S, Van Herck K, De Bacquer D. Air pollution and bronchiolitis: a case-control study in Antwerp, Belgium. Eur J Pediatr 2024; 183:2431-2442. [PMID: 38470521 DOI: 10.1007/s00431-024-05493-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 02/17/2024] [Accepted: 02/20/2024] [Indexed: 03/14/2024]
Abstract
This case-control study aimed to investigate the association between short-term (1 to 5 days) and medium-term (31 days) exposure to air pollutants (PM2.5, PM10, BC, NO2) at home/daycare and the risk of 'severe bronchiolitis' (defined as 'requiring hospitalization for bronchiolitis') in children under 2 years in Antwerp, Belgium. We included 118 cases and 79 controls admitted to three general hospitals from October 2020 to June 2021. Exposure levels were predicted using an interpolation model based on fixed measuring stations. We used unconditional logistic regression analysis to assess associations, with adjustment for potential confounders. There were hardly any significant differences in the day-to-day air pollution values between cases and controls. Medium-term (31 days) exposure to PM2.5, PM10, and NO2 was however significantly higher in cases than controls in univariate analysis. Logistic regression revealed an association between severe bronchiolitis and interquartile range (IQR) increases of PM2.5 and PM10 at home and in daycare, as well as IQR increases of NO2 in daycare. Controls were however overrepresented in low pollution periods. Time-adjustment reduced the odds ratios significantly at home for PM2.5 and PM10 (aOR 1.54, 95%CI 0.51-4.65; and 2.69, 95%CI 0.94-7.69 respectively), and in daycare for. PM2.5 (aOR 2.43, 95%CI 0.58-10.1). However, the association between severe bronchiolitis and medium-term air pollution was retained in daycare for IQR increases of PM10 (aOR 5.13, 95%CI 1.24-21.28) and NO2 (aOR 3.88, 95%CI 1.56-9.61) in the time-adjusted model. Conclusion: This study suggests a possible link between severe bronchiolitis and medium-term (31 days) air pollution exposure (PM10 and NO2), particularly in daycare. Larger studies are warranted to confirm these findings. What is Known: • Bronchiolitis is a leading cause of hospitalization in infants globally and causes a yearly seasonal wave of admissions in paediatric departments worldwide. • Existing studies, mainly from the USA, show heterogeneous outcomes regarding the association between air pollution and bronchiolitis. What is New: • There is a possible link between severe bronchiolitis and medium-term (31 days) air pollution exposure (PM10 and NO2), particularly in daycare. • Larger studies are needed to validate these trends.
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Affiliation(s)
- Daan Van Brusselen
- Department of Paediatric Infectiology, ZAS Hospitals, Antwerp, Belgium.
- Department of Paediatrics, Antwerp University Hospital and Lab of Experimental Medicine and Paediatrics, University of Antwerp, Antwerp, Belgium.
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium.
| | - Katrien De Troeyer
- Department of Family Medicine and Population Health, Antwerp University, Antwerp, Belgium
| | - Marinus Pieter van Vliet
- Department of Paediatrics, Antwerp University Hospital and Lab of Experimental Medicine and Paediatrics, University of Antwerp, Antwerp, Belgium
| | - Dirk Avonts
- Domus Medica, Chief Editor 'Huisarts Nu', Antwerp, Belgium
| | - Benoit Nemery
- Department of Public Health and Primary Care, University of Leuven, Louvain, Belgium
| | - Laurens Liesenborghs
- Department of Clinical Sciences, Institute of Tropical Medicine, Antwerp, Belgium
| | - Stijn Verhulst
- Department of Paediatrics, Antwerp University Hospital and Lab of Experimental Medicine and Paediatrics, University of Antwerp, Antwerp, Belgium
| | | | - Dirk De Bacquer
- Department of Public Health and Primary Care, Ghent University, Ghent, Belgium
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Cowan K, Semmens EO, Lee JY, Walker ES, Smith PG, Fu L, Singleton R, Cox SM, Faiella J, Chassereau L, Lawrence L, Ying J, Baldner J, Garza M, Annett R, Chervinskiy SK, Snowden J. Bronchiolitis recovery and the use of High Efficiency Particulate Air (HEPA) Filters (The BREATHE Study): study protocol for a multi-center, parallel, double-blind, randomized controlled clinical trial. Trials 2024; 25:197. [PMID: 38504367 PMCID: PMC10953277 DOI: 10.1186/s13063-024-08012-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 02/23/2024] [Indexed: 03/21/2024] Open
Abstract
BACKGROUND Acute viral bronchiolitis is the most common reason for hospitalization of infants in the USA. Infants hospitalized for bronchiolitis are at high risk for recurrent respiratory symptoms and wheeze in the subsequent year, and longer-term adverse respiratory outcomes such as persistent childhood asthma. There are no effective secondary prevention strategies. Multiple factors, including air pollutant exposure, contribute to risk of adverse respiratory outcomes in these infants. Improvement in indoor air quality following hospitalization for bronchiolitis may be a prevention opportunity to reduce symptom burden. Use of stand-alone high efficiency particulate air (HEPA) filtration units is a simple method to reduce particulate matter ≤ 2.5 µm in diameter (PM2.5), a common component of household air pollution that is strongly linked to health effects. METHODS BREATHE is a multi-center, parallel, double-blind, randomized controlled clinical trial. Two hundred twenty-eight children < 12 months of age hospitalized for the first time with bronchiolitis will participate. Children will be randomized 1:1 to receive a 24-week home intervention with filtration units containing HEPA and carbon filters (in the child's sleep space and a common room) or to a control group with units that do not contain HEPA and carbon filters. The primary objective is to determine if use of HEPA filtration units reduces respiratory symptom burden for 24 weeks compared to use of control units. Secondary objectives are to assess the efficacy of the HEPA intervention relative to control on (1) number of unscheduled healthcare visits for respiratory complaints, (2) child quality of life, and (3) average PM2.5 levels in the home. DISCUSSION We propose to test the use of HEPA filtration to improve indoor air quality as a strategy to reduce post-bronchiolitis respiratory symptom burden in at-risk infants with severe bronchiolitis. If the intervention proves successful, this trial will support use of HEPA filtration for children with bronchiolitis to reduce respiratory symptom burden following hospitalization. TRIAL REGISTRATION NCT05615870. Registered on November 14, 2022.
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Affiliation(s)
- Kelly Cowan
- Department of Pediatrics, Larner College of Medicine at the University of Vermont, 111 Colchester Ave, Smith 5, Burlington, VT, 05403, USA.
| | - Erin O Semmens
- School of Public and Community Health Sciences, University of Montana, 177 Skaggs, Missoula, MT, 59812-2016, USA
| | - Jeannette Y Lee
- University of Arkansas for Medical Sciences, 4301 West Markham, #781, Little Rock, AR, 72205, USA
| | - Ethan S Walker
- School of Public and Community Health Sciences, University of Montana, 177 Skaggs, Missoula, MT, 59812-2016, USA
| | - Paul G Smith
- School of Public and Community Health Sciences, University of Montana, 177 Skaggs, Missoula, MT, 59812-2016, USA
| | - Linda Fu
- National Institutes of Health Environmental Influences On Child, Health Outcomes (ECHO) Program, 11601, Landsdown Street, Rockville, MD, 20852, USA
| | - Rosalyn Singleton
- Alaska Native Tribal Health Consortium, AIP-CDC, 4055 Tudor Centre Drive, Anchorage, AK, 99508, USA
| | - Sara McClure Cox
- School of Public and Community Health Sciences, University of Montana, 177 Skaggs, Missoula, MT, 59812-2016, USA
| | - Jennifer Faiella
- School of Public and Community Health Sciences, University of Montana, 177 Skaggs, Missoula, MT, 59812-2016, USA
| | - Laurie Chassereau
- University of Vermont, Given C421, 89 Beaumont Ave, Burlington, VT, 05405, USA
| | - Lora Lawrence
- IDeA States Pediatric Network Data Coordination and Operations Center, 13 Children's Way, Slot 512-35, Little Rock, AR, 72202, USA
| | - Jun Ying
- Department of Family Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Mail Stop F496, Academic Office One L15-3407, 12631 E 17th Avenue, Aurora, CO, 80045, USA
| | - Jaime Baldner
- Department of Biomedical Informatics, University of Arkansas for Medical Sciences, 4301 W Markham Street, Little Rock, AR, 72205, USA
| | - Maryam Garza
- Department of Biomedical Informatics, University of Arkansas for Medical Sciences, 4301 W Markham Street, Little Rock, AR, 72205, USA
| | - Robert Annett
- University of New Mexico Health Sciences Center, Albuquerque, NM, 87106, USA
| | - Sheva K Chervinskiy
- Cook Children's Department of Immunology, 1500 Cooper St, Fort Worth, TX, 76104, USA
| | - Jessica Snowden
- IDeA States Pediatric Network Data Coordination and Operations Center, 13 Children's Way, Slot 512-35, Little Rock, AR, 72202, USA
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Bouckaert N, Lefèvre M, Van den Heede K, Van de Voorde C. RSV Burden and Its Impact on Pediatric Inpatient Bed Occupancy in Belgium: An Analysis of National Hospital Claims Data. Pediatr Infect Dis J 2023; 42:857-861. [PMID: 37463354 DOI: 10.1097/inf.0000000000004038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/20/2023]
Abstract
BACKGROUND Respiratory syncytial virus (RSV) infections represent a substantial burden on pediatric services during winter. While the morbidity and financial burden of RSV are well studied, less is known about the organizational impact on hospital services (ie, impact on bed capacity and overcrowding and variation across hospitals). METHODS Retrospective analysis of the population-wide Belgian Hospital Discharge Data Set for the years 2017 and 2018 (including all hospital sites with pediatric inpatient services), covering all RSV-associated (RSV-related International Classification of Diseases, 10th Version, Clinical Modification diagnoses) inpatient hospitalization by children under 5 years old as well as all-cause acute hospitalizations in pediatric wards. RESULTS RSV hospitalizations amount to 68.3 hospitalizations per 1000 children less than 1 year and 5.0 per 1000 children 1-4 years of age and are responsible for 20%-40% of occupied beds during the peak period (November-December). The mean bed occupancy rate over the entire year (2018) varies across hospitals from 22.8% to 85.1% and from 30.4% to 95.1% during the peak period. Small-scale pediatric services (<25 beds) are more vulnerable to the volatility of occupancy rates. Forty-six hospital sites have daily occupancy rates above 100% (median of 9 days). Only in 1 of 23 geographically defined hospital networks these high occupancy rates are on the same calendar days. CONCLUSIONS Pediatric services tend to be over-dimensioned to deal with peak activity mainly attributable to RSV. RSV immunization can substantially reduce pediatric capacity requirements. Enhanced collaboration in regional networks is an alternative strategy to deal with peaks and reduce capacity needs.
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Affiliation(s)
- Nicolas Bouckaert
- From the Belgian Health Care Knowledge Centre (KCE), Kruidtuinlaan, Brussels, Belgium
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5
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Dondi A, Manieri E, Betti L, Dormi A, Carbone C, Biagi C, Pierantoni L, Zama D, Paglione M, Lanari M. Exposure to outdoor air pollution and risk of hospitalization for bronchiolitis in an urban environment: A 9-year observational study. Pediatr Pulmonol 2023; 58:2786-2794. [PMID: 37378432 DOI: 10.1002/ppul.26583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 06/13/2023] [Accepted: 06/20/2023] [Indexed: 06/29/2023]
Abstract
BACKGROUND Outdoor air pollution is supposed to influence the course of bronchiolitis, but the evidence is limited. The present study aimed at evaluating the role of outdoor air pollutants on hospitalization for bronchiolitis. METHODS Infants aged ≤12 months referred for bronchiolitis to our Pediatric Emergency Department in Bologna, Italy, from 1 October 2011 to 16 March 2020 (nine epidemic seasons) were retrospectively included. Daily concentrations of benzene (C6 H6 ), nitrogen dioxide (NO2 ), particulate matter ≤2.5 μm (PM2.5 ), and ≤10 μm (PM10 ), and the mean values of individual patient exposure in the week and the 4 weeks before hospital access were calculated. The association between air pollutants exposure and hospitalization was evaluated through logistic regression analysis. RESULTS A total of 2902 patients were enrolled (59.9% males; 38.7% hospitalized). Exposure to PM2.5 in the 4 weeks preceding bronchiolitis was identified as the main parameter significantly driving the risk of hospitalization (odds ratio [95% confidence interval]: 1.055 [1.010-1.102]). After stratifying by season, higher values of other outdoor air pollutants were found to significantly affect hospitalization: 4-week exposure to C6 H6 (Season 2011-2012, 4.090 [1.184-14.130]) and PM2.5 (Season 2017-2018, 1.282 [1.032-1.593]), and 1-week exposure to C6 H6 (Season 2012-2013, 6.193 [1.552-24.710]), NO2 (Season 2013-2014, 1.064 [1.009-1.122]), PM2.5 (Season 2013-2014, 1.080 [1.023-1.141]), and PM10 (Season 2018-2019, 1.102 [0.991-1.225]). CONCLUSION High levels of PM2.5 , C6 H6 , NO2 , and PM10 may increase the risk of hospitalization in children affected by bronchiolitis. Open-air exposure of infants during rush hours and in the most polluted areas should be avoided.
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Affiliation(s)
- Arianna Dondi
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Elisa Manieri
- Specialty School of Paediatrics, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Ludovica Betti
- Specialty School of Paediatrics, Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Ada Dormi
- Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Claudio Carbone
- Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA), Bologna, Italy
| | - Carlotta Biagi
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Luca Pierantoni
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Daniele Zama
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Marco Paglione
- Italian National Research Council-Institute of Atmospheric Sciences and Climate (CNR-ISAC), Bologna, Italy
| | - Marcello Lanari
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
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Lee MH, Mailepessov D, Yahya K, Loo LH, Maiwald M, Aik J. Air quality, meteorological variability and pediatric respiratory syncytial virus infections in Singapore. Sci Rep 2023; 13:1001. [PMID: 36653364 PMCID: PMC9848044 DOI: 10.1038/s41598-022-26184-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 12/12/2022] [Indexed: 01/19/2023] Open
Abstract
Respiratory syncytial virus (RSV) is an important cause of respiratory illness among children. While studies have focused on the air-quality and climate dependence of RSV infections, few have been undertaken in South-East Asia where the burden of respiratory illness is among the highest across the globe. This study aimed to determine the relationships between climatic factors and air quality with RSV infections among children in Singapore. We obtained all laboratory-confirmed reports of RSV infections in children below 5 years old from the largest public hospital specializing in pediatric healthcare in Singapore. We assessed the independent cumulative effects of air quality and meteorological factors on RSV infection risk using the Distributed Lag Non-Linear Model (DLNM) framework in negative binomial models adjusted for long-term trend, seasonality and changes in the diagnostic systems. We included 15,715 laboratory-confirmed RSV reports from 2009 to 2019. Daily maximum temperature exhibited a complex, non-linear association with RSV infections. Absolute humidity (Relative Risk, 90th percentile [RR90th percentile]: 1.170, 95% CI: [1.102, 1.242]) was positively associated with RSV risk. Higher levels of particulate matter of aerodynamic diameter of less than (i) 2.5 µm (PM2.5), (ii) 10 µm (PM10), carbon monoxide (CO) and sulfur dioxide (SO2) were associated with lower RSV infection risk. RSV infections exhibited both annual and within-year seasonality. Our findings suggest that falls in ambient temperature and rises in absolute humidity exacerbated pediatric RSV infection risk while increases in air pollutant concentrations were associated with lowered infection risk. These meteorological factors, together with the predictable seasonality of RSV infections, can inform the timing of mitigation measures aimed at reducing transmission.
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Affiliation(s)
- Meng Han Lee
- Environmental Epidemiology and Toxicology Division, National Environment Agency, 11 Biopolis Way #06-05/08, Helios Block, Singapore, 138667, Singapore
| | - Diyar Mailepessov
- Environmental Epidemiology and Toxicology Division, National Environment Agency, 11 Biopolis Way #06-05/08, Helios Block, Singapore, 138667, Singapore
| | - Khairunnisa Yahya
- Environmental Monitoring and Modelling Division, National Environment Agency, 40 Scotts Road, #13-00, Singapore, 228231, Singapore
| | - Liat Hui Loo
- Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore
| | - Matthias Maiwald
- Department of Pathology and Laboratory Medicine, KK Women's and Children's Hospital, 100 Bukit Timah Road, Singapore, 229899, Singapore.,Duke-NUS Graduate Medical School, 8 College Road, Singapore, 169857, Singapore.,Department of Microbiology and Immunology, Yong Loo Lin School of Medicine, NUHS Tower Block, 1E Kent Ridge Road Level 11, Singapore, 119228, Singapore
| | - Joel Aik
- Environmental Epidemiology and Toxicology Division, National Environment Agency, 11 Biopolis Way #06-05/08, Helios Block, Singapore, 138667, Singapore. .,Duke-NUS Medical School, Pre-hospital and Emergency Research Centre, 8 College Road, Singapore, 169857, Singapore.
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Gaines B, Kloog I, Zucker I, Ifergane G, Novack V, Libruder C, Hershkovitz Y, Sheffield PE, Yitshak-Sade M. Particulate Air Pollution Exposure and Stroke among Adults in Israel. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1482. [PMID: 36674236 PMCID: PMC9860673 DOI: 10.3390/ijerph20021482] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 01/06/2023] [Accepted: 01/08/2023] [Indexed: 05/13/2023]
Abstract
Stroke is the second most common cause of death and disability in the world. Many studies have found fine particulate matter (PM2.5) exposure to be associated with an increased risk of atherosclerotic cardiovascular disease, mostly focusing on ischemic heart disease and acute myocardial infarction. In a national analysis conducted in Israel-an area with unique climate conditions and high air pollution levels, we estimated the association between short-term PM2.5 exposure and ischemic stroke, intracerebral hemorrhage (ICH), or transient ischemic attacks (TIA). Using the Israeli National Stroke Registry, we obtained information on all stroke cases across Israel in 2014-2018. We obtained daily PM2.5 exposures from spatiotemporally resolved exposure models. We restricted the analytical data to days in which PM2.5 levels did not exceed the Israeli 24 h standard (37.5 µg/m3). We repeated the analysis with a stratification by sociodemographic characteristics and comorbidities. For all outcomes, the exposure-response curves were nonlinear. PM2.5 exposure was associated with a higher ischemic stroke risk, with larger effect estimates at higher exposure levels. Although nonsignificant, the exposure-response curve for TIA was similar. The associations with ICH were nonsignificant throughout the PM2.5 exposure distribution. The associations with ischemic stroke/TIA were larger among women, non-Jewish individuals, older adults, and individuals with diabetes, hypertension, and ischemic heart disease. In conclusion, short-term PM2.5 exposure is associated with a higher risk for ischemic stroke and possibly TIA, even when PM2.5 concentrations do not exceed the Israeli air quality guideline threshold. Vulnerability to the air pollution effects differed by age, sex, ethnicity, and comorbidities.
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Affiliation(s)
- Britney Gaines
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Itai Kloog
- Department of Geography and Environmental Development, Ben Gurion University, Beer Sheva 8410501, Israel
| | | | - Gal Ifergane
- Negev Environmental Health Research Institute, Soroka University Medical Center, Beer Sheva 8410101, Israel
- Neurology Department, Soroka University Medical Center, Beer Sheva 8410101, Israel
| | - Victor Novack
- Negev Environmental Health Research Institute, Soroka University Medical Center, Beer Sheva 8410101, Israel
- Clinical Research Center, Soroka University Medical Center, Beer Sheva 8410101, Israel
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer Sheva 8410501, Israel
| | | | | | - Perry E. Sheffield
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Maayan Yitshak-Sade
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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8
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Raes M, Daelemans S, Cornette L, Moniotte S, Proesmans M, Schaballie H, Frère J, Vanden Driessche K, Van Brusselen D. The burden and surveillance of RSV disease in young children in Belgium-expert opinion. Eur J Pediatr 2023; 182:451-460. [PMID: 36371521 PMCID: PMC9660201 DOI: 10.1007/s00431-022-04698-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 11/03/2022] [Accepted: 11/05/2022] [Indexed: 11/13/2022]
Abstract
UNLABELLED Infections with respiratory syncytial virus (RSV) can cause severe disease. In young children, RSV is the most common cause of lower respiratory tract illness and life-threatening infections most commonly occur in the first years of life. In adults, elderly and immunocompromised people are most vulnerable. Recently there has been an acceleration in the development of candidate RSV vaccines, monoclonal antibodies and therapeutics which are expected to become available in Europe within the next 2-10 years. Understanding the true burden of childhood RSV disease will become very important to support public health authorities and policy makers in the assessment of new therapeutic opportunities against RSV disease. A systematic literature search was performed to map local data on the burden of RSV disease and to evaluate available RSV surveillance systems. A group of 9 paediatric infectious diseases specialists participated in an expert panel. The purpose of this meeting was to evaluate and map the burden associated with RSV infection in children, including patient pathways and the epidemiological patterns of virus circulation in Belgium. Sources of information on the burden of RSV disease in Belgium are very limited. For the outpatient setting, it is estimated that 5-10% of young patients seen in primary care are referred to the hospital. Around 3500 children between 0 and 12 months of age are hospitalized for RSV-bronchiolitis every year and represent the majority of all hospitalizations. The current Belgian RSV surveillance system was evaluated and found to be insufficient. Knowledge gaps are highlighted and future perspectives and priorities offered. CONCLUSION The Belgian population-based RSV surveillance should be improved, and a hospital-led reporting system should be put in place to enable the evaluation of the true burden of RSV disease in Belgium and to improve disease management in the future. WHAT IS KNOWN • RSV bronchiolitis is a very important cause of infant hospitalization. • The burden of disease in the community is poorly studied and underestimated. WHAT IS NEW • This expert opinion summarizes knowledge gaps and offers insights that allow improvement of local surveillance systems in order to establish a future-proof RSV surveillance system.
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Affiliation(s)
- Marc Raes
- Department of Paediatrics, Jessa Hospital, Hasselt, Belgium.
| | - Siel Daelemans
- Paediatric Pulmonary and Infectious Diseases, University Hospital Brussel, Brussels, Belgium
| | - Luc Cornette
- Department of Neonatology, AZ Sint-Jan Hospital, Brugge, Belgium
| | - Stéphane Moniotte
- Department of Paediatric Cardiology, University Hospital Saint-Luc, UCLouvain, Brussels, Belgium
| | - Marijke Proesmans
- Paediatric Department, University Hospital Gasthuisberg, Leuven, Belgium
| | - Heidi Schaballie
- Department of Paediatric Pulmonology, Infectious Diseases and Immune Disorders, University Hospital, Ghent, Belgium
| | - Julie Frère
- Department of Paediatrics and Infectious Diseases, University Hospital, Liège, Belgium
| | | | - Daan Van Brusselen
- Department of Paediatric Infectious Diseases, GZA Hospitals, Antwerp, Belgium
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9
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Tanous O, Asi Y, Hammoudeh W, Mills D, Wispelwey B. Structural racism and the health of Palestinian citizens of Israel. Glob Public Health 2023; 18:2214608. [PMID: 37209155 DOI: 10.1080/17441692.2023.2214608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Accepted: 05/11/2023] [Indexed: 05/22/2023]
Abstract
Palestinian citizens of Israel (PCI) constitute almost 20% of the Israeli population. Despite having access to one of the most efficient healthcare systems in the world, PCI have shorter life expectancy and significantly worse health outcomes compared to the Jewish Israeli population. While several studies have analysed the social and policy determinants driving these health inequities, direct discussion of structural racism as their overarching etiology has been limited. This article situates the social determinants of health of PCI and their health outcomes as stemming from settler colonialism and resultant structural racism by exploring how Palestinians came to be a racialized minority in their homeland. In utilising critical race theory and a settler colonial analysis, we provide a structural and historically responsible reading of the health of PCI and suggest that dismantling legally codified racial discrimination is the first step to achieving health equity.
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Affiliation(s)
- Osama Tanous
- FXB Center for Health and Human Rights at Harvard University, Boston, MA, USA
| | - Yara Asi
- FXB Center for Health and Human Rights at Harvard University, Boston, MA, USA
| | - Weeam Hammoudeh
- FXB Center for Health and Human Rights at Harvard University, Boston, MA, USA
| | - David Mills
- FXB Center for Health and Human Rights at Harvard University, Boston, MA, USA
| | - Bram Wispelwey
- FXB Center for Health and Human Rights at Harvard University, Boston, MA, USA
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10
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黄 凤, 顾 文, 蒋 吴, 孙 慧, 陈 正, 严 永, 郝 创, 朱 灿. [Association of Haemophilus influenzae infection with environmental and climatic factors in Suzhou, China]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2022; 24:1351-1355. [PMID: 36544418 PMCID: PMC9785076 DOI: 10.7499/j.issn.1008-8830.2205051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 10/19/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVES To investigate the epidemiological characteristics of respiratory Haemophilus influenzae (HI) infection in children in Suzhou, China and its association with climatic factors and air pollutants. METHODS The data on air pollutants and climatic factors in Suzhou from January 2016 to December 2019 were collected. Respiratory secretions were collected from 7 940 children with acute respiratory infection who were hospitalized during this period, and bacterial culture results were analyzed for the detection of HI. A stepwise regression analysis was used to investigate the association of HI detection rate with air pollutants (PM2.5, PM10, NO2, SO2, CO, and O3) and climatic factors (monthly mean temperature, monthly mean humidity, monthly total rainfall, monthly total sunshine duration, and monthly mean wind speed). RESULTS In 2016-2019, the 4-year overall detection rate of HI was 9.26% (735/7 940) among the children in Suzhou. The children aged <1 year and 1-<3 years had a significantly higher HI detection rate than those aged ≥3 years (P<0.01). The detection rate of HI in spring was significantly higher than that in the other three seasons, and the detection rate of HI in autumn was significantly lower than that in the other three seasons (P<0.001). The multiple linear regression analysis showed that PM10 and monthly mean wind speed were independent risk factors for the detection rate of HI: the detection rate of HI was increased by 0.86% for every 10 µg/m3 increase in the concentration of PM10 and was increased by 5.64% for every 1 m/s increase in monthly mean wind speed. Air pollutants and climatic factors had a lag effect on the detection rate of HI. CONCLUSIONS HI is an important pathogen for acute respiratory infection in children in Suzhou and is prevalent in spring. PM10 and monthly mean wind speed are independent risk factors for the detection rate of HI.
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11
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Ünal E, Özdemir A, Khanjani N, Dastoorpoor M, Özkaya G. Air pollution and pediatric respiratory hospital admissions in Bursa, Turkey: A time series study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2022; 32:2767-2780. [PMID: 34641701 DOI: 10.1080/09603123.2021.1991282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 10/06/2021] [Indexed: 06/13/2023]
Abstract
We aimed to investigate the relation between air pollution and the number of daily hospitalizations due to pneumonia, asthma, bronchitis in children aged 0-18 in Bursa city of Turkey, between the years 2013-2018. The daily values of air pollutants (PM10, SO2, NO2, NOx, CO, and O3) from 2013 until 2018, were obtained. Adjusted Quasi-Poisson regression models including distributed lags, controlled for climate variables were used for data analysis. Increases in SO2, ozone, PMs, and nitrogen oxides were associated with pneumonia hospitalizations, increases in SO2 NOx and PMs were associated with asthma hospitalizations, and increases in SO2 and ozone were associated with bronchitis hospitalizations. Male hospitalization was related with SO2, ozone, and NOx; while female hospitalization was only related with SO2. This study showed that short-term exposure to air pollution is associated with an increased risk of pneumonia, asthma, and bronchitis hospitalization among children in Bursa.
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Affiliation(s)
- Eda Ünal
- Department of Nursing, Bursa Uludag University Institute of Health Sciences, Bursa, Turkey
| | - Aysel Özdemir
- Department of Public Health Nursing, Bursa Uludag University, Faculty of Health Sciences, Bursa, Turkey
| | - Narges Khanjani
- Environmental Health Engineering Research Center, Kerman University of Medical Sciences, Kerman, Iran
| | - Maryam Dastoorpoor
- Department of Biostatistics and Epidemiology, Air Pollution and Respiratory Diseases Research Center, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Güven Özkaya
- Department of Biostatistics, Bursa Uludag University Medical Faculty, Bursa, Turkey
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12
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Milani GP, Cafora M, Favero C, Luganini A, Carugno M, Lenzi E, Pistocchi A, Pinatel E, Pariota L, Ferrari L, Bollati V. PM 2 .5, PM 10 and bronchiolitis severity: A cohort study. Pediatr Allergy Immunol 2022; 33:e13853. [PMID: 36282132 PMCID: PMC9827836 DOI: 10.1111/pai.13853] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 09/01/2022] [Accepted: 09/06/2022] [Indexed: 01/12/2023]
Abstract
BACKGROUND A few studies suggest that particulate matter (PM) exposure might play a role in bronchiolitis. However, available data are mostly focused on the risk of hospitalization and come from retrospective studies that provided conflicting results. This prospective study investigated the association between PM (PM2.5 and PM10 ) exposure and the severity of bronchiolitis. METHODS This prospective cohort study was conducted between November 2019 and February 2020 at the pediatric emergency department of the Fondazione IRCCS Ca' Ospedale Maggiore Policlinico, Milan, Italy. Infants <1 year of age with bronchiolitis were eligible. The bronchiolitis severity score was assessed in each infant and a nasal swab was collected to detect respiratory viruses. The daily PM10 and PM2.5 exposure in the 29 preceding days were considered. Adjusted regression models were employed to evaluate the association between the severity score and PM10 and PM2.5 exposure. RESULTS A positive association between the PM2.5 levels and the severity score was found at day-2 (β 0.0214, 95% CI 0.0011-0.0417, p = .0386), day-5 (β 0.0313, 95% CI 0.0054-0.0572, p = .0179), day-14 (β 0.0284, 95% CI 0.0078-0.0490, p = .0069), day-15 (β 0.0496, 95% CI 0.0242-0.0750, p = .0001) and day-16 (β 0.0327, 95% CI 0.0080-0.0574, p = .0093).Similar figures were observed considering the PM10 exposure and limiting the analyses to infants with respiratory syncytial virus. CONCLUSION This study shows for the first time a direct association between PM2.5 and PM10 levels and the severity of bronchiolitis.
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Affiliation(s)
- Gregorio P Milani
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy.,Pediatric Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Marco Cafora
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy.,Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Chiara Favero
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Anna Luganini
- Department of Life Science and System Biology, Università degli Studi di Torino, Turin, Italy
| | - Michele Carugno
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy.,Occupational Health Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Erica Lenzi
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy
| | - Anna Pistocchi
- Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milan, Italy
| | - Eva Pinatel
- Institute of Biomedical Technologies, National Research Council, Milan, Italy
| | - Luigi Pariota
- Department of Civil, Architectural and Environmental Engineering, Federico II University of Naples, Naples, Italy
| | - Luca Ferrari
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy.,Occupational Health Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Valentina Bollati
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milan, Italy.,Occupational Health Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
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13
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Alias A, Latif MT, Othman M, Azhari A, Abd Wahid NB, Aiyub K, Khan MF. Compositions, source apportionment and health risks assessment of fine particulate matter in naturally-ventilated schools. ATMOSPHERIC POLLUTION RESEARCH 2021; 12:101190. [DOI: 10.1016/j.apr.2021.101190] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/02/2023]
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14
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Wrotek A, Badyda A, Czechowski PO, Owczarek T, Dąbrowiecki P, Jackowska T. Air Pollutants' Concentrations Are Associated with Increased Number of RSV Hospitalizations in Polish Children. J Clin Med 2021; 10:jcm10153224. [PMID: 34362009 PMCID: PMC8348891 DOI: 10.3390/jcm10153224] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2021] [Revised: 07/08/2021] [Accepted: 07/15/2021] [Indexed: 01/09/2023] Open
Abstract
Respiratory syncytial virus (RSV) contributes significantly to pediatric hospitalizations. An association between air pollution and an increased number of RSV cases has been suggested. We sought to evaluate the short-term impact of air pollutants on RSV hospitalizations in Polish children in the period 2010–2019. Daily concentrations of PM10 and PM2.5 (particulate matter with an aerodynamic diameter less than or equal to 10 μm and 2.5 μm, respectively) and nitrogen dioxide (NO2) were analyzed in general regression models (GRM) to establish their influence and full interaction scheme. Significant seasonal and annual periodicity among 53,221 hospitalizations was observed; finally, data from the 2012–2019 RSV high-risk seasons created models for seven agglomerations. The addition of PM2.5, PM10, and NO2 to the basic model for RSV seasonality explained 23% (4.9–31%, univariate model) to 31.4% (8.4–31%, multivariate model) of the variance in RSV hospitalizations. A 10 μg/m3 increase in PM2.5, PM10, and NO2 concentrations was associated with 0.134 (0.087–0.16), 0.097 (0.031–0.087), and 0.212 (0.04–0.29) average increases in hospitalizations, respectively. In the multivariate models, PM2.5, PM10, and NO2 alone, as well as PM2.5–NO2, PM2.5–PM10, and PM10–NO2 interactions, were associated with hospitalizations in some of the locations, while the metaregression showed statistically significant interactions between each of the pollutants, and between the pollutants and the year of the study. The inclusion of PM2.5, PM10, and NO2 in GRM explains a significant number of RSV hospitalizations. The pollutants act alone and interact together in a varied manner. Reducing air contamination might decrease the costs of hospital healthcare.
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Affiliation(s)
- August Wrotek
- Department of Pediatrics, The Centre of Postgraduate Medical Education, 01-813 Warsaw, Poland
- Department of Pediatrics, Bielanski Hospital, 01-809 Warsaw, Poland
- Correspondence: (A.W.); (A.B.); (T.J.)
| | - Artur Badyda
- Faculty of Building Services Hydro- and Environmental Engineering, Warsaw University of Technology, 00-653 Warsaw, Poland
- Polish Federation of Asthma Allergy and COPD Patients’ Associations, 01-604 Warsaw, Poland;
- Correspondence: (A.W.); (A.B.); (T.J.)
| | - Piotr O. Czechowski
- Department of Quantitative Methods and Environmental Management, Faculty of Management and Quality Science, Gdynia Maritime University, 81-225 Gdynia, Poland; (P.O.C.); (T.O.)
| | - Tomasz Owczarek
- Department of Quantitative Methods and Environmental Management, Faculty of Management and Quality Science, Gdynia Maritime University, 81-225 Gdynia, Poland; (P.O.C.); (T.O.)
| | - Piotr Dąbrowiecki
- Polish Federation of Asthma Allergy and COPD Patients’ Associations, 01-604 Warsaw, Poland;
- Department of Allergology and Infectious Diseases, Military Institute of Medicine, 04-141 Warsaw, Poland
| | - Teresa Jackowska
- Department of Pediatrics, The Centre of Postgraduate Medical Education, 01-813 Warsaw, Poland
- Department of Pediatrics, Bielanski Hospital, 01-809 Warsaw, Poland
- Correspondence: (A.W.); (A.B.); (T.J.)
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15
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Ruran HB, Adamkiewicz G, Cunningham A, Petty CR, Greco KF, Gunnlaugsson S, Stamatiadis N, Sierra G, Vallarino J, Alvarez M, Hayden LP, Sheils CA, Weller E, Phipatanakul W, Gaffin JM. Air quality, Environment and Respiratory Outcomes in Bronchopulmonary Dysplasia, the AERO-BPD cohort study: design and adaptation during the SARS-CoV-2 pandemic. BMJ Open Respir Res 2021; 8:e000915. [PMID: 34193433 PMCID: PMC8249170 DOI: 10.1136/bmjresp-2021-000915] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Accepted: 06/07/2021] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION Almost half of all school-age children with bronchopulmonary dysplasia (BPD) have asthma-like symptoms and more suffer from lung function deficits. While air pollution and indoor respiratory irritants are known to affect high-risk populations of children, few studies have objectively evaluated environmental contributions to long-term respiratory morbidity in this population. This study aimed to examine the role of indoor environmental exposures on respiratory morbidity in children with BPD. METHODS AND ANALYSIS The Air quality, Environment and Respiratory Ouctomes in BPD (AERO-BPD) study is a prospective, single-centre observational study that will enrol a unique cohort of 240 children with BPD and carefully characterise participants and their indoor home environmental exposures. Measures of indoor air quality constituents will assess the relationship of nitrogen dioxide (NO2), particulate matter (PM2.5), nitric oxide (NO), temperature and humidity, as well as dust concentrations of allergens, with concurrently measured respiratory symptoms and lung function.Adaptations to the research protocol due to the SARS-CoV-2 pandemic included remote home environment and participant assessments. ETHICS AND DISSEMINATION Study protocol was approved by the Boston Children's Hospital Committee on Clinical Investigation. Dissemination will be in the form of peer-reviewed publications and participant information products. TRIAL REGISTRATION NUMBER NCT04107701.
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Affiliation(s)
- Hana B Ruran
- Boston Children's Hospital Division of Pulmonary and Respiratory Diseases, Boston, Massachusetts, USA
| | - Gary Adamkiewicz
- Department of Environmental Health, Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA
| | - Amparito Cunningham
- Boston Children's Hospital Division of Immunology, Boston, Massachusetts, USA
| | - Carter R Petty
- Boston Children's Hospital, Biostatistics and Research Design Center, Institutional Centers for Clinical and Translational Research, Boston, Massachusetts, USA
| | - Kimberly F Greco
- Boston Children's Hospital, Biostatistics and Research Design Center, Institutional Centers for Clinical and Translational Research, Boston, Massachusetts, USA
| | - Sigfus Gunnlaugsson
- Boston Children's Hospital Division of Pulmonary and Respiratory Diseases, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Natalie Stamatiadis
- Boston Children's Hospital Division of Pulmonary and Respiratory Diseases, Boston, Massachusetts, USA
| | - Gabriella Sierra
- Boston Children's Hospital Division of Pulmonary and Respiratory Diseases, Boston, Massachusetts, USA
| | - Jose Vallarino
- Department of Environmental Health, Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA
| | - Marty Alvarez
- Department of Environmental Health, Harvard University T H Chan School of Public Health, Boston, Massachusetts, USA
| | - Lystra P Hayden
- Boston Children's Hospital Division of Pulmonary and Respiratory Diseases, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Catherine A Sheils
- Boston Children's Hospital Division of Pulmonary and Respiratory Diseases, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Edie Weller
- Boston Children's Hospital, Biostatistics and Research Design Center, Institutional Centers for Clinical and Translational Research, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Wanda Phipatanakul
- Boston Children's Hospital Division of Immunology, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
| | - Jonathan M Gaffin
- Boston Children's Hospital Division of Pulmonary and Respiratory Diseases, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
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16
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Karakis I, Baumfeld Y, Landau D, Gat R, Shemesh N, Yitshak-Sade M, Tirosh O, Sarov B, Novack L. Exposure to metals and morbidity at eight years follow-up in women of childbearing age. Sci Rep 2021; 11:11429. [PMID: 34075123 PMCID: PMC8169725 DOI: 10.1038/s41598-021-90904-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2020] [Accepted: 05/13/2021] [Indexed: 12/12/2022] Open
Abstract
This exploratory study was aimed to investigate the link between toxic metal content in women's urine and their morbidity 2 years before and 6 years after the test. Concentrations of 25 metals in urine were analyzed for 111 pregnant women collected prior to delivery. All women were of Arab-Bedouin origin. Information on primary care and hospital visits during the study period was obtained. In a Poisson regression model, a health outcome was regressed over metal exposure and other factors. A Weighted Quantile Sum Regression (WQS) approach was used to indicate metals dominating in their possible impact on women's morbidity. Obesity was the most frequently diagnosed condition in this population (27.9%). Diagnoses in a neurological category accounted for 36.0%, asthma or respiratory-25.2%, psychiatric-12.6%, cardiovascular-14.4% and cancer or benign growth-for 13.5%. Based on WQS analysis, cancer and benign growth were mostly attributed to the increased levels of cadmium, cardiovascular outcomes were linked with lead, and obesity was found associated with elevated levels of nickel. Hematological, neurological and respiratory outcomes were attributed to multiple non-essential metals. The health and exposure profile of women in the study warrants a periodic biomonitoring in attempt to identify and reduce exposure to potentially dangerous elements.
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Affiliation(s)
- Isabella Karakis
- Environmental Epidemiology, Ministry of Health, Jerusalem, Israel
| | - Yael Baumfeld
- Obstetric and Gynecology, Soroka University Medical Center, Beer-Sheva, Israel
| | - Daniella Landau
- Neonatology Department, Soroka University Medical Center, Beer-Sheva, Israel
| | - Roni Gat
- Negev Environmental Health Research Institute, Soroka University Medical Center, Beer-Sheva, Israel
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Nofar Shemesh
- Department of Clinical Biochemistry and Pharmacology, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Maayan Yitshak-Sade
- Icahn School of Medicine At Mount Sinai, Department of Environmental Medicine and Public Health, New York, NY, USA
| | - Ofir Tirosh
- The Fredy and Nadine Herrmann Institute of Earth Sciences, The Hebrew University in Jerusalem, Jerusalem, Israel
| | - Batia Sarov
- Department of Public Health, Ben-Gurion University of the Negev, Beer-Sheva, Israel
| | - Lena Novack
- Negev Environmental Health Research Institute, Soroka University Medical Center, Beer-Sheva, Israel.
- Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel.
- Clinical Research Center, Soroka University Medical Center, POB 651, 84101, Beer-Sheva, Israel.
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17
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Goshen S, Novack L, Erez O, Yitshak-Sade M, Kloog I, Shtein A, Shany E. The effect of exposure to particulate matter during pregnancy on lower respiratory tract infection hospitalizations during first year of life. Environ Health 2020; 19:90. [PMID: 32847589 PMCID: PMC7449075 DOI: 10.1186/s12940-020-00645-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2020] [Accepted: 08/14/2020] [Indexed: 05/19/2023]
Abstract
BACKGROUND Lower respiratory tract infections (LRTI) in early life, including pneumonia, bronchitis and bronchiolitis, can lead to decreased lung function, persistent lung damage and increased susceptibility to various respiratory diseases such as asthma. In-utero exposure to particulate matter (PM) during pregnancy may disrupt biological mechanisms that regulate fetal growth, maturation and development. We aimed to estimate the association between intrauterine exposure to PM of size < 2.5 μm in diameter (PM2.5) and incidence of LRTIs during the first year of life. METHODS A retrospective population-based cohort study in a population of mothers and infants born in Soroka University Medical Center (SUMC) in the years 2004-2012. All infants < 1 year old that were hospitalized due to LRTIs were included. The main exposure assessment was based on a hybrid model incorporating daily satellite-based predictions at 1 km2 spatial resolution. Data from monitoring stations was used for imputation of main exposure and other pollutants. Levels of environmental exposures were assigned to subjects based on their residential addresses and averaged for each trimester. Analysis was conducted by a multivariable generalized estimating equation (GEE) Poisson regression. Data was analyzed separately for the two main ethnic groups in the region, Jewish and Arab-Bedouin. RESULTS The study cohort included 57,331 deliveries that met the inclusion criteria. Overall, 1871 hospitalizations of infants < 1 year old due to pneumonia or bronchiolitis were documented. In a multivariable analysis, intrauterine exposure to high levels of PM2.5 (> 24 μg/m3) in the first and second trimesters was found to be adversely associated with LRTIs in the Arab-Bedouin population (1st trimester, RR = 1.31, CI 95% 1.08-1.60; 2nd trimester: RR = 1.34, CI 95% 1.09-1.66). CONCLUSION Intrauterine exposure to high levels of PM2.5 is associated with a higher risk of hospitalizations due to lower respiratory tract infections in Arab-Bedouin infants.
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Affiliation(s)
- Sharon Goshen
- Department of Epidemiology, Faculty of Health Sciences, School of Medicine, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Lena Novack
- Department of Epidemiology, Faculty of Health Sciences, School of Medicine, Ben-Gurion University of the Negev, Beer Sheva, Israel
- Negev Environmental Health Research Institute, Soroka University Medical Center, Beer Sheva, Israel
| | - Offer Erez
- Department of Obstetrics and Gynecology, Faculty of Health Sciences, Soroka University Medical Center, School of Medicine, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Maayan Yitshak-Sade
- Exposure, Epidemiology, and Risk Program, Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA USA
| | - Itai Kloog
- Department of Geography and Environmental Development, Faculty of Humanities and Social Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Alexandra Shtein
- Department of Geography and Environmental Development, Faculty of Humanities and Social Sciences, Ben-Gurion University of the Negev, Beer Sheva, Israel
| | - Eilon Shany
- Department of Neonatology, Faculty of Health Sciences, Soroka University Medical Center, School of Medicine, Ben-Gurion University of the Negev, Beer Sheva, Israel
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18
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Ortega-García JA, Martínez-Hernández I, Boldo E, Cárceles-Álvarez A, Solano-Navarro C, Ramis R, Aguilar-Ros E, Sánchez-Solis M, López-Hernández F. Urban air pollution and hospital admissions for asthma and acute respiratory disease in Murcia city (Spain). An Pediatr (Barc) 2020. [DOI: 10.1016/j.anpede.2020.01.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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19
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Kim KN, Kim S, Lim YH, Song IG, Hong YC. Effects of short-term fine particulate matter exposure on acute respiratory infection in children. Int J Hyg Environ Health 2020; 229:113571. [PMID: 32554254 DOI: 10.1016/j.ijheh.2020.113571] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 05/14/2020] [Accepted: 05/25/2020] [Indexed: 02/03/2023]
Abstract
BACKGROUND Previous studies on the association between fine particulate matter (PM2.5) exposure and acute respiratory infection in children are scarce and present inconsistent results. We estimated the association between short-term PM2.5 exposure and acute respiratory infection among children aged 0-4 years using a difference-in-differences approach. METHODS We used data on the daily PM2.5 concentrations, hospital admissions for acute respiratory infection, and meteorological factors of the 15 regions in the Republic of Korea (2013-2015). To estimate the cumulative effects, we used a difference-in-differences approach generalized to multiple spatial units (regions) and time periods (day) with distributed lag non-linear models. RESULTS With PM2.5 levels of 20.0 μg/m3 as a reference, PM2.5 levels of 30.0 μg/m3 were positively associated with the risk of acute upper respiratory infection (relative risk (RR) = 1.048, 95% confidence interval (CI): 1.028, 1.069) and bronchitis or bronchiolitis (RR = 1.060, 95% CI: 1.038, 1.082) but not with the risk of acute lower respiratory infection and pneumonia. PM2.5 levels of 40.0 μg/m3 were also positively associated with the risk of acute upper respiratory infection (RR = 1.083, 95% CI: 1.046, 1.122) and bronchitis or bronchiolitis (RR = 1.094, 95% CI: 1.054, 1.136). CONCLUSIONS We found the associations of short-term PM2.5 exposure with acute upper respiratory infection and bronchitis or bronchiolitis among children aged 0-4 years. As causal inference methods can provide more convincing evidence of the effects of PM2.5 levels on respiratory infections, public health policies and guidelines regarding PM2.5 need to be strengthened accordingly.
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Affiliation(s)
- Kyoung-Nam Kim
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Division of Public Health and Preventive Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Soontae Kim
- Department of Environmental and Safety Engineering, Ajou University, Suwon, Republic of Korea
| | - Youn-Hee Lim
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - In Gyu Song
- Department of Pediatrics, Severance Children's Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yun-Chul Hong
- Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea; Division of Public Health and Preventive Medicine, Seoul National University Hospital, Seoul, Republic of Korea; Institute of Environmental Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea.
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20
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Ortega-García JA, Martínez-Hernández I, Boldo E, Cárceles-Álvarez A, Solano-Navarro C, Ramis R, Aguilar-Ros E, Sánchez-Solis M, López-Hernández F. [Urban air pollution and hospital admissions for asthma and acute respiratory disease in Murcia city (Spain)]. An Pediatr (Barc) 2020; 93:95-102. [PMID: 32115374 DOI: 10.1016/j.anpedi.2020.01.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 01/15/2020] [Accepted: 01/16/2020] [Indexed: 12/16/2022] Open
Abstract
INTRODUCTION Urban air pollution is a major threat to child and adolescent health. Children are more vulnerable to its effects, being associated with higher morbidity and mortality due to acute and chronic diseases, especially respiratory ones. A study is performed on the relationship between urban air pollution and the rate of hospital admissions due to acute respiratory diseases. PATIENTS AND METHODS An ecological study was conducted on young people under 17 years-old in the city of Murcia, who had visited hospital emergency departments due to respiratory diseases (ICD-9) during 2015. A logistic regression was performed on the risk of hospital admission that included consultations in relation to the average daily levels of environmental pollutants (NO2, O3, PM10, SO2) obtained from the Air Quality Surveillance and Control network of the Region of Murcia. Other control variables, such as gender, age, average daily ambient temperature, and season of the year. RESULTS A total of 12,354 (56% boys and 44% girls) children consulted in the emergency department for respiratory disease. Of those, 3.5% were admitted, with a mean age of 2.54 (95% CI; 2.16-2.91) years. The odds ratio (OR) of hospital admission for respiratory diseases: NO2 1.02 (95% CI; 1.01-1.04; P<.01), O3 1.01 (95% CI; 1.00-1.03; P<.01) male 1.4 (95% CI 1.11-1.79; P<.01) and winter 2.10 (95% CI 1.40-3.21; P<.01). Admissions for asthma: PM10 1.02 (95% CI; 1.01-1.04; P<.05), O3 1.04 (95% CI; 1.01-1.06; P<.01). Admissions for bronchiolitis: Age 0.69 (95% CI; 0.48-0.99; P<.05); NO2 1.03 (95% CI; 1.01-1.05; P<.01). CONCLUSIONS Urban air pollution increases hospital admissions in children due to acute respiratory diseases, especially asthma and bronchiolitis. Implementing preventive measures, expanding time series and collaborative studies with open data, would help improve public health and air quality in the cities.
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Affiliation(s)
- Juan Antonio Ortega-García
- Comité de Salud Medioambiental, Asociación Española de Pediatría (AEP); Unidad de Salud Medioambiental, Servicio de Pediátria, Hospital Clínico Universitario Virgen de la Arrixaca, Salud y Ambiente Lab, IMIB-Arrixaca, Universidad de Murcia, Murcia, España.
| | - Indra Martínez-Hernández
- Unidad de Salud Medioambiental, Servicio de Pediátria, Hospital Clínico Universitario Virgen de la Arrixaca, Salud y Ambiente Lab, IMIB-Arrixaca, Universidad de Murcia, Murcia, España
| | - Elena Boldo
- Unidad de Epidemiología Ambiental y del Cáncer, Centro Nacional de Epidemiología, Instituto de Salud Carlos III, Madrid, España. CIBER en Epidemiología y Salud Pública-CIBERESP, Madrid, España
| | - Alberto Cárceles-Álvarez
- Unidad de Salud Medioambiental, Servicio de Pediátria, Hospital Clínico Universitario Virgen de la Arrixaca, Salud y Ambiente Lab, IMIB-Arrixaca, Universidad de Murcia, Murcia, España
| | - Carmen Solano-Navarro
- Sección de Urgencias, Servicio de Pediatría, Hospital Clínico Universitario Virgen de la Arrixaca, Murcia, España
| | - Rebeca Ramis
- Unidad de Epidemiología Ambiental y del Cáncer, Centro Nacional de Epidemiología, Instituto de Salud Carlos III, Madrid, España. CIBER en Epidemiología y Salud Pública-CIBERESP, Madrid, España
| | - Estefanía Aguilar-Ros
- Unidad de Salud Medioambiental, Servicio de Pediátria, Hospital Clínico Universitario Virgen de la Arrixaca, Salud y Ambiente Lab, IMIB-Arrixaca, Universidad de Murcia, Murcia, España
| | - Manuel Sánchez-Solis
- Sección de Neumología Pediátrica, Servicio de Pediatría, Hospital Clínico Universitario Virgen de la Arrixaca, Murcia, España
| | - Fernando López-Hernández
- Departamento de Métodos Cuantitativos, Universidad Politécnica de Cartagena, Cartagena, Murcia, España
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21
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Radhakrishnan D, Ouedraogo A, Shariff SZ, McNally JD, Benchimol EI, Clemens KK. The association between climate, geography and respiratory syncitial virus hospitalizations among children in Ontario, Canada: a population-based study. BMC Infect Dis 2020; 20:157. [PMID: 32075581 PMCID: PMC7031991 DOI: 10.1186/s12879-020-4882-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 02/12/2020] [Indexed: 01/06/2023] Open
Abstract
Background Respiratory syncytial virus (RSV) infection is a major cause of hospitalization in young children in Canada, despite routine immunoprophylaxis in those with medical risk factors. We aimed to determine if cold temperatures are associated with RSV hospitalization. Methods We conducted a population-based nested case–control study of children in Ontario, Canada, using health administrative data. We compared children hospitalized for RSV between September 1, 2011 and August 31, 2012 to age and sex matched controls. We used multivariable logistic regression to identify associations between minimum daily temperature and RSV hospitalizations with adjustment for sociodemographic and environmental factors. Results We identified 1670 children with RSV hospitalizations during the study period and 6680 matched controls. Warmer temperatures (OR = 0.94, 95%CI: 0.93, 0.95) were associated with lower odds of RSV hospitalization. Southern ecozone (OR = 1.6, 95%CI: 1.2, 2.1), increased ozone concentration (OR = 1.03, 95%CI: 1.01, 1.06) and living in a lower income neighbourhood (OR = 1.3, 95%CI: 1.1, 1.5) significantly increased the odds of RSV hospitalization, as did living in a household with a larger number of siblings in a sub-cohort of children (OR = 1.34, 95%CI: 1.26, 1.41). Conclusions In Ontario, the likelihood of having an RSV hospitalization is associated with colder temperature exposures and socioeconomic factors.
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Affiliation(s)
- Dhenuka Radhakrishnan
- Children's Hospital of Eastern Ontario Research Institute, 401 Smyth Road, Ottawa, ON, K1H 8L1, Canada. .,Department of Pediatrics, University of Ottawa, Ottawa, ON, Canada. .,ICES, Toronto, Ontario, Canada.
| | | | | | - J Dayre McNally
- Children's Hospital of Eastern Ontario Research Institute, 401 Smyth Road, Ottawa, ON, K1H 8L1, Canada.,Department of Pediatrics, University of Ottawa, Ottawa, ON, Canada
| | - Eric I Benchimol
- Children's Hospital of Eastern Ontario Research Institute, 401 Smyth Road, Ottawa, ON, K1H 8L1, Canada.,Department of Pediatrics, University of Ottawa, Ottawa, ON, Canada.,ICES, Toronto, Ontario, Canada.,School of Epidemiology and Public Health, University of Ottawa, Ottawa, Canada
| | - Kristin K Clemens
- ICES, Toronto, Ontario, Canada. .,Department of Medicine & Department of Epidemiology and Biostatistics, Western University, London, ON, Canada. .,St. Joseph's Health Care London, PO Box 5777, STN B, London, ON, N6A 4V2, Canada. .,Lawson Health Research Institute, London, ON, Canada.
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22
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Zhou H, Wang T, Zhou F, Liu Y, Zhao W, Wang X, Chen H, Cui Y. Ambient Air Pollution and Daily Hospital Admissions for Respiratory Disease in Children in Guiyang, China. Front Pediatr 2019; 7:400. [PMID: 31681705 PMCID: PMC6797835 DOI: 10.3389/fped.2019.00400] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 09/17/2019] [Indexed: 01/08/2023] Open
Abstract
Objectives: To investigate the association between ambient air pollutant exposure and daily hospital admissions for respiratory diseases in children in Guiyang. Methods: Clinical data of pediatric inpatients with respiratory disease from 2009 to 2016 in Guizhou Provincial People's Hospital and PM2.5, NO2, PM10, and SO2 concentration data were retrieved. A canonical correlation analysis (CCA) was applied to analyse the association between air pollutants and daily hospital admissions for respiratory diseases. A reproducibility analysis was applied to analyse the association between air pollution and the duration and direct cost of hospitalization. The support vector regression (SVR) method was applied to determine whether air pollution data could predict the daily hospital admissions for the upcoming day. Results: A total of 10,876 inpatients with respiratory diseases were included between January 1, 2009 and December 31, 2016. The CCA showed significant correlations between air pollution and daily hospital admissions (r = 0.3564, p < 0.001), the duration of hospitalization (r = 0.2911, p < 0.001) and the economic cost of hospitalization (r = 0.2933, p < 0.001) for respiratory disease. PM10 contributed most to daily hospital admissions for respiratory disease; the concentration the day before hospitalization contributed most to the daily hospital admissions for respiratory disease. There was a slightly stronger correlation between air pollution and respiratory disease in children aged 2-18 years (R = 0.36 vs. R = 0.31 in those under 2 years old). No significant difference was found between male and female patients. The prediction analysis showed that air pollution could successfully predict daily pediatric inpatient hospital admissions (R = 0.378, permutation p < 0.001). Conclusions: Air pollution was significantly associated with hospital admissions, hospitalization duration and the economic cost of hospitalization in children with respiratory diseases. The maximum effect occurred on the day before hospitalization. The effect of PM10 on daily pediatric inpatient hospital admissions for respiratory disease was the greatest among the pollutants evaluated.
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Affiliation(s)
- Hao Zhou
- Department of Pediatrics, Guizhou Provincial People's Hospital, Medical College of Guizhou University, Guiyang, China
| | - Tianqi Wang
- Neurology Department, Children's Hospital of Fudan University, Shanghai, China
| | - Fang Zhou
- Department of Pediatrics, Guizhou Provincial People's Hospital, Medical College of Guizhou University, Guiyang, China
| | - Ye Liu
- Otolaryngological Department, Guizhou Provincial People's Hospital, Medical College of Guizhou University, Guiyang, China
| | - Weiqing Zhao
- Department of Pediatrics, Guizhou Provincial People's Hospital, Medical College of Guizhou University, Guiyang, China
| | - Xike Wang
- Department of Pediatrics, Guizhou Provincial People's Hospital, Medical College of Guizhou University, Guiyang, China
| | - Heng Chen
- Medical College of Guizhou University, Guiyang, China
| | - Yuxia Cui
- Department of Pediatrics, Guizhou Provincial People's Hospital, Medical College of Guizhou University, Guiyang, China
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23
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Chen G, Wang Y, Li S, Cao W, Ren H, Knibbs LD, Abramson MJ, Guo Y. Spatiotemporal patterns of PM 10 concentrations over China during 2005-2016: A satellite-based estimation using the random forests approach. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2018; 242:605-613. [PMID: 30014938 DOI: 10.1016/j.envpol.2018.07.012] [Citation(s) in RCA: 91] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 07/04/2018] [Accepted: 07/04/2018] [Indexed: 05/08/2023]
Abstract
BACKGROUND Few studies have estimated historical exposures to PM10 at a national scale in China using satellite-based aerosol optical depth (AOD). Also, long-term trends have not been investigated. OBJECTIVES In this study, daily concentrations of PM10 over China during the past 12 years were estimated with the most recent ground monitoring data, AOD, land use information, weather data and a machine learning approach. METHODS Daily measurements of PM10 during 2014-2016 were collected from 1479 sites in China. Two types of Moderate Resolution Imaging Spectroradiometer (MODIS) AOD data, land use information, and weather data were downloaded and merged. A random forests model (non-parametric machine learning algorithms) and two traditional regression models were developed and their predictive abilities were compared. The best model was applied to estimate daily concentrations of PM10 across China during 2005-2016 at 0.1⁰ (≈10 km). RESULTS Cross-validation showed our random forests model explained 78% of daily variability of PM10 [root mean squared prediction error (RMSE) = 31.5 μg/m3]. When aggregated into monthly and annual averages, the models captured 82% (RMSE = 19.3 μg/m3) and 81% (RMSE = 14.4 μg/m3) of the variability. The random forests model showed much higher predictive ability and lower bias than the other two regression models. Based on the predictions of random forests model, around one-third of China experienced with PM10 pollution exceeding Grade Ⅱ National Ambient Air Quality Standard (>70 μg/m3) in China during the past 12 years. The highest levels of estimated PM10 were present in the Taklamakan Desert of Xinjiang and Beijing-Tianjin metropolitan region, while the lowest were observed in Tibet, Yunnan and Hainan. Overall, the PM10 level in China peaked in 2006 and 2007, and declined since 2008. CONCLUSIONS This is the first study to estimate historical PM10 pollution using satellite-based AOD data in China with random forests model. The results can be applied to investigate the long-term health effects of PM10 in China.
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Affiliation(s)
- Gongbo Chen
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Yichao Wang
- Murdoch Children's Research Institute, Parkville, Victoria, Australia, Department of Paediatrics, University of Melbourne, Parkville, Victoria, Australia
| | - Shanshan Li
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Wei Cao
- Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China
| | - Hongyan Ren
- Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing, China
| | - Luke D Knibbs
- Department of Epidemiology and Biostatistics, School of Public Health, The University of Queensland, Brisbane, Australia
| | - Michael J Abramson
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia
| | - Yuming Guo
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Australia.
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24
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Carugno M, Dentali F, Mathieu G, Fontanella A, Mariani J, Bordini L, Milani GP, Consonni D, Bonzini M, Bollati V, Pesatori AC. PM10 exposure is associated with increased hospitalizations for respiratory syncytial virus bronchiolitis among infants in Lombardy, Italy. ENVIRONMENTAL RESEARCH 2018; 166:452-457. [PMID: 29940478 DOI: 10.1016/j.envres.2018.06.016] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/28/2018] [Revised: 06/08/2018] [Accepted: 06/09/2018] [Indexed: 05/23/2023]
Abstract
Respiratory syncytial virus (RSV) is the primary cause of acute lower respiratory infections in children, bronchiolitis in particular. Airborne particulate matter (PM) may influence the children's immune system and foster the spread of RSV infection. We aimed to verify whether PM10 exposure is associated with hospitalization due to RSV bronchiolitis. We selected hospital discharge records (HRD) with ICD-9-CM code 466.11 of infants < 1 year of age, occurring in the epidemic seasons of two years (2012-2013) in Lombardy, Italy. Cases were assigned daily PM10 and apparent temperature levels of the capital city of their residential province. Different exposure windows were considered: single days preceding hospitalization (lag 0 to 30), their average estimates (lag 0-1 to 0-30), and the four weeks preceding hospitalization (week 1 to 4). Negative binomial regression models adjusted for apparent temperature and season were applied to the daily counts of hospitalizations in each province. Results were expressed as incidence rate ratios (IRR) and 95% confidence intervals (95%CI) per 10 µg/m3 increase in PM10 concentration. Random effects meta-analyses of province-specific IRR were performed to obtain regional estimates. 2814 HRD met our inclusion criteria; males represented about 55% of the cases. A 6% increased risk of hospitalization (95%CI: 1.03-1.10) was found at lag 0 and an almost overlapping 7% increase at lag 1. IRR ranged from 1.03 to 1.05 between lags 2 and 11. No increased risk was observed from lag 12. When considering averaged daily lags, risk estimates gradually increased in the two weeks preceding hospitalization from 1.08 (1.04-1.12) at lag 0-1 to 1.15 (1.08-1.23) between lags 0-11 and 0-13. Analyses on weekly lags showed a risk increase of 6% (1.01-1.12) during week 1 and of 7% (1.02-1.13) during week 2. Our study found a clear association between short- and medium-term PM10 exposures and increased risk of hospitalization due to RSV bronchiolitis among infants.
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Affiliation(s)
- Michele Carugno
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, via San Barnaba 8 -I-20122, Milan, Italy.
| | - Francesco Dentali
- Department of Medicine and Surgery, University of Insubria, Via Ottorino Rossi 9 - I-21100, Varese, Italy
| | - Giovanni Mathieu
- Clinical Research Department, FADOI Foundation, Piazzale Luigi Cadorna 15 - I-20123, Milan, Italy
| | - Andrea Fontanella
- Department of Internal Medicine, Ospedale Buon Consiglio Fatebenefratelli, Via Alessandro Manzoni 220 - I-80123, Naples, Italy
| | - Jacopo Mariani
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, via San Barnaba 8 -I-20122, Milan, Italy
| | - Lorenzo Bordini
- Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico, via Francesco Sforza 28 - I-20122, Milan, Italy
| | - Gregorio Paolo Milani
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, via San Barnaba 8 -I-20122, Milan, Italy; Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico, via Francesco Sforza 28 - I-20122, Milan, Italy
| | - Dario Consonni
- Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico, via Francesco Sforza 28 - I-20122, Milan, Italy
| | - Matteo Bonzini
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, via San Barnaba 8 -I-20122, Milan, Italy; Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico, via Francesco Sforza 28 - I-20122, Milan, Italy
| | - Valentina Bollati
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, via San Barnaba 8 -I-20122, Milan, Italy
| | - Angela Cecilia Pesatori
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, via San Barnaba 8 -I-20122, Milan, Italy; Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico, via Francesco Sforza 28 - I-20122, Milan, Italy
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25
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Abstract
Respiratory syncytial virus (RSV) is the leading cause of acute lower respiratory tract infections and causes up to 200,000 infant deaths a year worldwide. The average rate of hospitalization for severe RSV infection is 5 per 1000 children, and the rate is three-times higher in those with congenital heart disease (CHD). Palivizumab, a monoclonal antibody, reduces hospitalization rates and intensive care admissions. It is used prophylactically and is administered as monthly doses during the RSV season. Hemodynamically unstable CHD is the most susceptible CHD to a severe episode of RSV infection. This review explores current evidence surrounding therapies, patterns of infection and identifies groups which may still be vulnerable to severe RSV infection.
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Affiliation(s)
- Manjiri Joshi
- Department of Congenital Heart Disease, Bristol Royal Hospital for Children, Upper Maudlin Street, Bristol BS2 8BJ, UK
| | - Robert M Tulloh
- Department of Congenital Heart Disease, Bristol Royal Hospital for Children, Upper Maudlin Street, Bristol BS2 8BJ, UK
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Sack CS, Goss CH. Yet Again, Air Pollution Impacts Lung Health. Ann Am Thorac Soc 2017; 14:1761-1762. [PMID: 29192813 PMCID: PMC5711265 DOI: 10.1513/annalsats.201708-679ed] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Accepted: 08/23/2017] [Indexed: 11/20/2022] Open
Affiliation(s)
- Cora S. Sack
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington–Seattle, Seattle, Washington
- Department of Environmental and Occupational Health Sciences, Department of Medicine, University of Washington–Seattle, Seattle, Washington; and
| | - Christopher H. Goss
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Washington–Seattle, Seattle, Washington
- Division of Pediatric Pulmonology, Department of Pediatrics, University of Washington, Seattle, Washington
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