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      Ambient air pollution as a time-varying covariate in the survival probability of childhood cancer patients in the upper Northern Thailand

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          Abstract

          The objective of this study is to determine the possible association between exposure to air pollution and the risk of death from cancer during childhood in upper northern Thailand. Data were collected on children aged 0–15 years old diagnosed with cancer between January 2003 and December 2018 from the Chiang Mai Cancer Registry. Survival rates were determined by using Kaplan-Meier curves. Cox proportional hazard models were used to investigate associations of potential risk factors with the time-varying air pollution level on the risk of death. Of the 540 children with hematologic cancer, 199 died from any cause (overall mortality rate = 5.3 per 100 Person-Years of Follow-Up (PYFU); 95%CI = 4.6–6.0). Those aged less than one year old (adjusted hazard ratio [aHR] = 2.07; 95%CI = 1.25–3.45) or ten years old or more (aHR = 1.41; 95%CI = 1.04–1.91) at the time of diagnosis had a higher risk of death than those aged one to ten years old. Those diagnosed between 2003 and 2013 had an increased risk of death (aHR = 1.65; 95%CI = 1.13–2.42). Of the 499 children with solid tumors, 214 died from any cause (5.9 per 100 PYFU; 95%CI = 5.1–6.7). Only the cancer stage remained in the final model, with the metastatic cancer stage (HR = 2.26; 95%CI = 1.60–3.21) and the regional cancer stage (HR = 1.53; 95%CI = 1.07–2.19) both associated with an increased risk of death. No association was found between air pollution exposure and all-cause mortality for either type of cancer. A larger-scale analytical study might uncover such relationships.

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          Recent advances in neuroblastoma.

          John Maris (2010)
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            Long-term ozone exposure and mortality.

            Although many studies have linked elevations in tropospheric ozone to adverse health outcomes, the effect of long-term exposure to ozone on air pollution-related mortality remains uncertain. We examined the potential contribution of exposure to ozone to the risk of death from cardiopulmonary causes and specifically to death from respiratory causes. Data from the study cohort of the American Cancer Society Cancer Prevention Study II were correlated with air-pollution data from 96 metropolitan statistical areas in the United States. Data were analyzed from 448,850 subjects, with 118,777 deaths in an 18-year follow-up period. Data on daily maximum ozone concentrations were obtained from April 1 to September 30 for the years 1977 through 2000. Data on concentrations of fine particulate matter (particles that are < or = 2.5 microm in aerodynamic diameter [PM(2.5)]) were obtained for the years 1999 and 2000. Associations between ozone concentrations and the risk of death were evaluated with the use of standard and multilevel Cox regression models. In single-pollutant models, increased concentrations of either PM(2.5) or ozone were significantly associated with an increased risk of death from cardiopulmonary causes. In two-pollutant models, PM(2.5) was associated with the risk of death from cardiovascular causes, whereas ozone was associated with the risk of death from respiratory causes. The estimated relative risk of death from respiratory causes that was associated with an increment in ozone concentration of 10 ppb was 1.040 (95% confidence interval, 1.010 to 1.067). The association of ozone with the risk of death from respiratory causes was insensitive to adjustment for confounders and to the type of statistical model used. In this large study, we were not able to detect an effect of ozone on the risk of death from cardiovascular causes when the concentration of PM(2.5) was taken into account. We did, however, demonstrate a significant increase in the risk of death from respiratory causes in association with an increase in ozone concentration. 2009 Massachusetts Medical Society
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              Air Pollution and Non-Communicable Diseases: A review by the Forum of International Respiratory Societies’ Environmental Committee. Part 2: Air pollution and organ systems

              Although air pollution is well known to be harmful to the lung and airways, it can also damage most other organ systems of the body. It is estimated that about 500,000 lung cancer deaths and 1.6 million COPD deaths can be attributed to air pollution, but air pollution may also account for 19% of all cardiovascular deaths and 21% of all stroke deaths. Air pollution has been linked to other malignancies, such as bladder cancer and childhood leukemia. Lung development in childhood is stymied with exposure to air pollutants, and poor lung development in children predicts lung impairment in adults. Air pollution is associated with reduced cognitive function and increased risk of dementia. Particulate matter in the air (particulate matter with an aerodynamic diameter < 2.5 μm) is associated with delayed psychomotor development and lower child intelligence. Studies link air pollution with diabetes mellitus prevalence, morbidity, and mortality. Pollution affects the immune system and is associated with allergic rhinitis, allergic sensitization, and autoimmunity. It is also associated with osteoporosis and bone fractures, conjunctivitis, dry eye disease, blepharitis, inflammatory bowel disease, increased intravascular coagulation, and decreased glomerular filtration rate. Atopic and urticarial skin disease, acne, and skin aging are linked to air pollution. Air pollution is controllable and, therefore, many of these adverse health effects can be prevented.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: ResourcesRole: Writing – original draft
                Role: ConceptualizationRole: Data curationRole: Funding acquisitionRole: ResourcesRole: Writing – review & editing
                Role: Formal analysisRole: Writing – review & editing
                Role: Formal analysisRole: Writing – review & editing
                Role: Data curationRole: Formal analysisRole: ResourcesRole: Writing – review & editing
                Role: Data curationRole: ResourcesRole: Writing – review & editing
                Role: Data curationRole: Resources
                Role: Data curationRole: Resources
                Role: ConceptualizationRole: Formal analysisRole: Funding acquisitionRole: Writing – original draftRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS One
                plos
                PLOS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                10 May 2024
                2024
                : 19
                : 5
                : e0303182
                Affiliations
                [1 ] Department of Pediatrics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
                [2 ] Northern Thai Research Group of Therapeutic Radiology and Oncology (NTRG-TRO), Divisions of Radiation Oncology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
                [3 ] Department of Statistics, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand
                [4 ] Atmospheric Research Unit of National Astronomical Research Institute of Thailand, Chiang Mai, Thailand
                [5 ] Geo-Informatics and Space Technology Centre (Northern Region), Department of Geography, Faculty of Social Sciences, Chiang Mai University, Chiang Mai, Thailand
                Kanazawa University, JAPAN
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                https://orcid.org/0000-0002-8552-0149
                https://orcid.org/0000-0003-2918-1928
                Article
                PONE-D-23-29439
                10.1371/journal.pone.0303182
                11086912
                38728338
                15697e04-1669-484d-9d9b-1ec4971e01a6
                © 2024 Sathitsamitphong et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 20 October 2023
                : 20 April 2024
                Page count
                Figures: 4, Tables: 4, Pages: 16
                Funding
                Funded by: Fundamental Fund 2023, Chiang Mai University, Thailand
                Award Recipient :
                Funded by: Fundamental Fund 2023, Chiang Mai University, Thailand
                Award Recipient :
                This work was supported by Fundamental Fund 2023, Chiang Mai University, Thailand. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Medicine and Health Sciences
                Oncology
                Cancers and Neoplasms
                Hematologic Cancers and Related Disorders
                Medicine and Health Sciences
                Hematology
                Hematologic Cancers and Related Disorders
                Medicine and Health Sciences
                Diagnostic Medicine
                Cancer Detection and Diagnosis
                Medicine and Health Sciences
                Oncology
                Cancer Detection and Diagnosis
                Ecology and Environmental Sciences
                Pollution
                Air Pollution
                Medicine and Health Sciences
                Oncology
                Cancers and Neoplasms
                Medicine and Health Sciences
                Epidemiology
                Medical Risk Factors
                Cancer Risk Factors
                Medicine and Health Sciences
                Oncology
                Cancer Risk Factors
                Biology and Life Sciences
                Population Biology
                Population Metrics
                Death Rates
                Medicine and Health Sciences
                Oncology
                Cancer Treatment
                Medicine and Health Sciences
                Nephrology
                Renal Cancer
                Custom metadata
                Data cannot be shared publicly because of data contain potentially identifying. Data are available from the Chiang Mai Cancer Registry Institutional Data Access / Ethics Committee (contact via +66 5393 6641 ext 22) for researchers who meet the criteria for access to confidential data.

                Uncategorized
                Uncategorized

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