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      The association between temperature, rainfall and humidity with common climate-sensitive infectious diseases in Bangladesh

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          Abstract

          Bangladesh is one of the world’s most vulnerable countries for climate change. This observational study examined the association of temperature, humidity and rainfall with six common climate-sensitive infectious diseases in adults (malaria, diarrheal disease, enteric fever, encephalitis, pneumonia and bacterial meningitis) in northeastern Bangladesh. Subjects admitted to the adult medicine ward of a tertiary referral hospital in Sylhet, Bangladesh from 2008 to 2012 with a diagnosis of one of the six chosen climate-sensitive infectious diseases were enrolled in the study. Climate-related data were collected from the Bangladesh Meteorological Institute. Disease incidence was then analyzed against mean temperature, humidity and average rainfall for the Sylhet region. Statistical significance was determined using Mann-Whitney test, Chi-square test and ANOVA testing. 5033 patients were enrolled (58% male, 42% female, ratio 1.3:1). All six diseases showed highly significant (p = 0.01) rises in incidence between the study years 2008 (540 cases) and 2012 (1330 cases), compared with no significant rise in overall all-cause hospital admissions in the same period (p = 0.19). The highest number of malaria (135), diarrhea (266) and pneumonia (371) cases occurred during the rainy season. On the other hand, the maximum number of enteric fever (408), encephalitis (183) and meningitis (151) cases occurred during autumn, which follows the rainy season. A positive (P = 0.01) correlation was observed between increased temperature and the incidence of malaria, enteric fever and diarrhea, and a negative correlation with encephalitis, meningitis and pneumonia. Higher humidity correlated (P = 0.01) with a higher number of cases of malaria and diarrhea, but inversely correlated with meningitis and encephalitis. Higher incidences of encephalitis and meningitis occurred while there was low rainfall. Incidences of diarrhea, malaria and enteric fever, increased with rainfall, and then gradually decreased. The findings support a relationship between weather patterns and disease incidence, and provide essential baseline data for future large prospective studies.

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          Most cited references53

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          Climate change and human health: present and future risks.

          There is near unanimous scientific consensus that greenhouse gas emissions generated by human activity will change Earth's climate. The recent (globally averaged) warming by 0.5 degrees C is partly attributable to such anthropogenic emissions. Climate change will affect human health in many ways-mostly adversely. Here, we summarise the epidemiological evidence of how climate variations and trends affect various health outcomes. We assess the little evidence there is that recent global warming has already affected some health outcomes. We review the published estimates of future health effects of climate change over coming decades. Research so far has mostly focused on thermal stress, extreme weather events, and infectious diseases, with some attention to estimates of future regional food yields and hunger prevalence. An emerging broader approach addresses a wider spectrum of health risks due to the social, demographic, and economic disruptions of climate change. Evidence and anticipation of adverse health effects will strengthen the case for pre-emptive policies, and will also guide priorities for planned adaptive strategies.
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            Optimal temperature for malaria transmission is dramatically lower than previously predicted.

            The ecology of mosquito vectors and malaria parasites affect the incidence, seasonal transmission and geographical range of malaria. Most malaria models to date assume constant or linear responses of mosquito and parasite life-history traits to temperature, predicting optimal transmission at 31 °C. These models are at odds with field observations of transmission dating back nearly a century. We build a model with more realistic ecological assumptions about the thermal physiology of insects. Our model, which includes empirically derived nonlinear thermal responses, predicts optimal malaria transmission at 25 °C (6 °C lower than previous models). Moreover, the model predicts that transmission decreases dramatically at temperatures > 28 °C, altering predictions about how climate change will affect malaria. A large data set on malaria transmission risk in Africa validates both the 25 °C optimum and the decline above 28 °C. Using these more accurate nonlinear thermal-response models will aid in understanding the effects of current and future temperature regimes on disease transmission. © 2012 Blackwell Publishing Ltd/CNRS.
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              Climate change and the resurgence of malaria in the East African highlands.

              The public health and economic consequences of Plasmodium falciparum malaria are once again regarded as priorities for global development. There has been much speculation on whether anthropogenic climate change is exacerbating the malaria problem, especially in areas of high altitude where P. falciparum transmission is limited by low temperature. The International Panel on Climate Change has concluded that there is likely to be a net extension in the distribution of malaria and an increase in incidence within this range. We investigated long-term meteorological trends in four high-altitude sites in East Africa, where increases in malaria have been reported in the past two decades. Here we show that temperature, rainfall, vapour pressure and the number of months suitable for P. falciparum transmission have not changed significantly during the past century or during the period of reported malaria resurgence. A high degree of temporal and spatial variation in the climate of East Africa suggests further that claimed associations between local malaria resurgences and regional changes in climate are overly simplistic.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Formal analysisRole: MethodologyRole: Project administrationRole: Writing – original draft
                Role: Data curation
                Role: Project administrationRole: Supervision
                Role: Project administration
                Role: MethodologyRole: Writing – review & editing
                Role: Writing – review & editing
                Role: Project administrationRole: Supervision
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                21 June 2018
                2018
                : 13
                : 6
                : e0199579
                Affiliations
                [1 ] Department of Medicine, Bangabandhu Sheikh Mujib Medical University (BSMMU), Dhaka, Bangladesh
                [2 ] Centre for Tropical Medicine and Global Health (CTMGH), University of Oxford, Oxford, United Kingdom
                [3 ] Mahidol-Oxford Tropical Medicine Research Unit (MORU), Bangkok, Thailand
                [4 ] Peter Medawar Building for Pathogen Research, University of Oxford, Oxford, United Kingdom
                [5 ] Department of Medicine, Sylhet M.A.G. Osmani Medical College, Sylhet, Bangladesh
                [6 ] Research Group and Incubator Public Health and Infection, Faculty of Health Sciences, Universidad Tecnologica de Pereira, Pereira, Risaralda, Colombia
                University of West London, UNITED KINGDOM
                Author notes

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

                Author information
                http://orcid.org/0000-0002-3817-5960
                http://orcid.org/0000-0001-5665-6293
                http://orcid.org/0000-0001-9773-2192
                Article
                PONE-D-18-05673
                10.1371/journal.pone.0199579
                6013221
                29928056
                146042b4-0929-42fd-b8af-817aedc805dc
                © 2018 Chowdhury 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
                : 23 February 2018
                : 8 June 2018
                Page count
                Figures: 5, Tables: 4, Pages: 17
                Funding
                Funded by: Bangladesh Medical Research Council
                Award ID: 2012/21
                Award Recipient :
                Funded by: funder-id http://dx.doi.org/10.13039/100004440, Wellcome Trust;
                Award ID: WT100174/Z/12/Z
                Award Recipient :
                FRC and MSB acknowledge the financial support provided for this study by the Bangladesh Medical Research Council (BMRC) award ref 2012/21. SJD is grateful for the support of a Wellcome Trust Intermediate Clinical Fellowship award ref WT100174/Z/12/Z. No funding bodies had any role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Medicine and Health Sciences
                Parasitic Diseases
                Malaria
                Medicine and Health Sciences
                Tropical Diseases
                Malaria
                Medicine and Health Sciences
                Infectious Diseases
                Infectious Diseases of the Nervous System
                Encephalitis
                Medicine and Health Sciences
                Neurology
                Infectious Diseases of the Nervous System
                Encephalitis
                Medicine and Health Sciences
                Diagnostic Medicine
                Signs and Symptoms
                Fevers
                Medicine and Health Sciences
                Pathology and Laboratory Medicine
                Signs and Symptoms
                Fevers
                Medicine and Health Sciences
                Pulmonology
                Pneumonia
                Earth Sciences
                Atmospheric Science
                Meteorology
                Humidity
                People and Places
                Geographical Locations
                Asia
                Bangladesh
                Medicine and Health Sciences
                Infectious Diseases
                Infectious Diseases of the Nervous System
                Meningitis
                Medicine and Health Sciences
                Neurology
                Infectious Diseases of the Nervous System
                Meningitis
                Medicine and Health Sciences
                Inflammatory Diseases
                Meningitis
                Earth Sciences
                Seasons
                Custom metadata
                The minimal anonymized dataset is available via figshare: https://figshare.com/articles/Climate_change_and_Infectious_diseases_in_Sylhet_Bangladesh/6354956.

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                Uncategorized

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