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Hunter PR. Future disease burden due to the rise of emerging infectious disease secondary to climate change may be being under-estimated. Virulence 2025; 16:2501243. [PMID: 40350753 PMCID: PMC12077452 DOI: 10.1080/21505594.2025.2501243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2025] [Revised: 04/21/2025] [Accepted: 04/26/2025] [Indexed: 05/14/2025] Open
Affiliation(s)
- Paul R. Hunter
- The Norwich School of Medicine, University of East Anglia, Norwich, UK
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2
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Hang X, Sun Z, He J, Xin J, Zhang S, Zhao Y, Tan Z, Han L, Hao Y. Temporal and Spatial Effects of Extreme Drought Events on Human Epidemics over Ancient China in 1784-1787 CE. Environ Health 2025; 24:8. [PMID: 40069762 PMCID: PMC11895321 DOI: 10.1186/s12940-025-01163-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Accepted: 02/24/2025] [Indexed: 03/15/2025]
Abstract
Extreme drought events can impact human health, notably triggering epidemics that impose significant global health and economic burdens. Understanding these effects and developing response strategies is crucial. However, there is limited epidemiological evidence on how climate change influenced ancient epidemics before large-scale urbanization and frequent population movements. In this study, we utilized the Reconstructed East Asian Climate Historical Encoded Series (REACHES) climate database and the self-constructed ancient Chinese epidemics database to examine extreme drought events in ancient China from 1784-1787 CE. We analyzed factors like grain prices, population density, and socioeconomic conditions to explore the temporal and spatial mechanism and influence the degree of extreme drought events on epidemics outbreaks. The results show that there is a clear positive link between drought and the spread of epidemics, with a notable one-year lag effect of drought. Drought impacts epidemics directly and indirectly through locust plague, famine, crop failure, and social turmoil, with famine being the most crucial factor. Official disaster management can mitigate epidemics. This study intuitively shows the relationship between extreme drought events and epidemics in ancient China and offering insights into the climate change-epidemic relationship. Placing the conclusions of this paper in a broader context has global implications, providing historical experience for polycrisis and modern challenges.
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Affiliation(s)
- Xiaoyi Hang
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029, China
| | - Zhaobin Sun
- State Key Laboratory of Severe Weather (LASW), Chinese Academy of Meteorological Sciences (CAMS), China Meteorological Administration, Beijing, 100081, China.
| | - Juan He
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029, China.
| | - Jingyi Xin
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029, China
| | - Shuwen Zhang
- School of Traditional Chinese Medicine, Nanjing University of Chinese Medicine, Nanjing, 210023, China
| | - Yuxin Zhao
- Beijing Municipal Ecological and Environmental Monitoring Center, Beijing, 100048, China
| | - Zhen Tan
- Department of Forecasting and Networking, China Meteorological Administration, Beijing, 100081, China
| | - Ling Han
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, 102206, China
| | - Yu Hao
- School of Traditional Chinese Medicine, Beijing University of Chinese Medicine, Beijing, 100029, China
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3
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Stout RC, Feasey N, Péchayre M, Thomson N, Chilima BZ. Time to invest in cholera. EClinicalMedicine 2025; 80:103044. [PMID: 39896879 PMCID: PMC11787441 DOI: 10.1016/j.eclinm.2024.103044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2024] [Revised: 12/15/2024] [Accepted: 12/17/2024] [Indexed: 02/04/2025] Open
Abstract
The recent surge in cholera cases globally calls for urgent evaluation of current approaches to prevention and control of the disease. Malawi was one of the worst affected countries in 2022-2023 with the highest number of deaths due to cholera in the world. In this personal view, we look at Malawi as a case example to illustrate how current approaches lack sufficient investment. We review the history of cholera in Malawi and compare previous outbreaks to the 2022/23 outbreak. We discuss contributing factors to the outbreak including a lack of investment in water, sanitation and hygiene (both historically and currently), human resource constraints, and the market structures which make accessing oral cholera vaccine challenging both in the midst of an ongoing outbreak and as a preventative approach. We call for international action to address the economic and structural challenges underlying cholera persistence and propose solutions to prevent future epidemics and to eliminate cholera as a public health threat.
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Affiliation(s)
- Rebecca C. Stout
- Imperial College London, Department of Infectious Diseases, Faculty of Medicine, Exhibition Road, South Kensington, London SW7 2BX, UK
| | - Nicholas Feasey
- Malawi Liverpool Wellcome Programme, Kamuzu University Health Sciences, Queen Elizabeth Central Hospital Campus, Chipatala Avenue, P.O. Box 30096 Chichiri, Blantyre, Malawi
- School of Medicine, University of St Andrews, Medical and Biological Sciences Building, North Haugh, St Andrews, Fife KY16 9TF, UK
| | - Marion Péchayre
- Director of Studies, CRASH, Médecins Sans Frontières, Switzerland
| | - Nicholas Thomson
- Head of Parasites and Microbes Programme and Group Leader, Parasites and Microbes Programme, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge CB10 1SA, UK
- London School of Hygiene and Tropical Medicine, Keppel Street, London WC13 7HT, UK
| | - Benson Z. Chilima
- Former Director of Public Health Institute of Malawi, Ministry of Health, Public Health Institute of Malawi, P.O. Box 30377, Lilongwe, Malawi
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4
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Segala FV, Guido G, Stroffolini G, Masini L, Cattaneo P, Moro L, Motta L, Gobbi F, Nicastri E, Vita S, Iatta R, Otranto D, Locantore P, Occa E, Putoto G, Saracino A, Di Gennaro F. Insights into the ecological and climate crisis: Emerging infections threatening human health. Acta Trop 2025; 262:107531. [PMID: 39837368 DOI: 10.1016/j.actatropica.2025.107531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2024] [Revised: 01/18/2025] [Accepted: 01/18/2025] [Indexed: 01/23/2025]
Abstract
The Anthropocene era is marked by unprecedented human-induced alterations to the environment, resulting in a climate emergency and widespread ecological deterioration. A staggering number of up to one million species of plants and animals are in danger of becoming extinct, which includes over 10 % of insect species and 40 % of plant species. Unrestrained release of greenhouse gases, widespread deforestation, intense agricultural practices, excessive fishing, and alterations in land use have exceeded the ecological boundaries that were once responsible for humanity's wellbeing. As per the Intergovernmental Panel on Climate Change (IPCC), existing policies are expected to result in a minimum rise in global temperature of +2 °C, with more recent assessments indicating a potential increase of up to +2.9 °C. The effects of climate change and ecological degradation on the formation of diseases are complex and have multiple aspects. Deforestation diminishes biodiversity and compels wildlife to come into greater proximity with humans, hence promoting the transmission of zoonotic diseases. Climate change intensifies these impacts by modifying the habitats of disease carrying organisms, resulting in the expansion of vector-borne diseases such as malaria, dengue, and Zika virus into previously unaffected areas. Furthermore, climate change amplifies the occurrence and severity of extreme weather phenomena, which undermines water, sanitation, and hygiene (WASH) practices. This creates an environment conducive to the transmission of waterborne diseases such as cholera in densely populated resettlement camps. Climate-induced disasters contribute to the complexity of epidemiological landscapes, exacerbating antimicrobial resistance and posing a threat to modern medical advancements. This narrative review investigates the complex connections between the ecological-climatic crises and emerging illnesses, offering an overview on how environmental changes contribute to outbreaks that pose a substantial threat to public health.
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Affiliation(s)
- Francesco Vladimiro Segala
- Clinic of Infectious Diseases, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari "Aldo Moro", 70124 Bari, Italy
| | - Giacomo Guido
- Clinic of Infectious Diseases, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari "Aldo Moro", 70124 Bari, Italy.
| | - Giacomo Stroffolini
- Department of Infectious-Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | | | - Paolo Cattaneo
- Department of Infectious-Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Lucia Moro
- Department of Infectious-Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Leonardo Motta
- Department of Infectious-Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Federico Gobbi
- Department of Infectious-Tropical Diseases and Microbiology, IRCCS Sacro Cuore Don Calabria Hospital, Negrar, Verona, Italy
| | - Emanuele Nicastri
- Clinical and Research Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy
| | - Serena Vita
- Clinical and Research Department, National Institute for Infectious Diseases Lazzaro Spallanzani-IRCCS, 00149 Rome, Italy
| | - Roberta Iatta
- Interdisciplinary Department of Medicine, University of Bari, Bari, Italy
| | - Domenico Otranto
- Department of Veterinary Medicine, University of Bari, Valenzano, Italy; Department of Veterinary Clinical Sciences, City University of Hong Kong, Hong Kong
| | - Pietro Locantore
- Unit of Endocrinology, Department of Translational Medicine and Surgery, Università Cattolica del Sacro Cuore-Fondazione Policlinico "A. Gemelli" IRCCS, Largo Gemelli 8, 00168 Rome, Italy
| | - Edoardo Occa
- Operational Research Unit, doctors with Africa CUAMM, Padova, Italy
| | - Giovanni Putoto
- Operational Research Unit, doctors with Africa CUAMM, Padova, Italy
| | - Annalisa Saracino
- Clinic of Infectious Diseases, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari "Aldo Moro", 70124 Bari, Italy
| | - Francesco Di Gennaro
- Clinic of Infectious Diseases, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), University of Bari "Aldo Moro", 70124 Bari, Italy
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5
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Siamalube B, Ehinmitan E. Vibrio cholerae: Understanding a persistent pathogen in Sub-Saharan Africa and the East Mediterranean Region. Pathog Dis 2025; 83:ftaf004. [PMID: 40145130 PMCID: PMC11999019 DOI: 10.1093/femspd/ftaf004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Revised: 03/18/2025] [Accepted: 03/25/2025] [Indexed: 03/28/2025] Open
Abstract
Vibrio cholerae remains a significant public health threat in Sub-Saharan Africa and the East Mediterranean Region, where recurrent outbreaks are driven by inadequate water, sanitation, and hygiene infrastructure, climatic variability, and socio-political instability. This review explores the persistence of the pathogen in these regions, examining its epidemiology, environmental reservoirs, and genomic adaptations that enhance its survival and transmission. We highlight the impact of antimicrobial resistance and the role of climate change in cholera dynamics. Furthermore, we discuss current prevention and control strategies, including advancements in oral cholera vaccines, genomic surveillance, and microbiome-targeted interventions. Addressing these challenges requires a multifaceted approach that integrates sustainable sanitation improvements, strengthened disease surveillance, and innovative vaccination strategies. Understanding the persistence of V. cholerae in these high-risk regions is critical for developing effective, long-term mitigation strategies to reduce cholera morbidity and mortality.
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Affiliation(s)
- Beenzu Siamalube
- Department of Molecular Biology and Biotechnology, Pan African University Institute for Basic Sciences, Technology and Innovation, P.O. Box 62000-00200, Nairobi, Kenya
| | - Emmanuel Ehinmitan
- Department of Molecular Biology and Biotechnology, Pan African University Institute for Basic Sciences, Technology and Innovation, P.O. Box 62000-00200, Nairobi, Kenya
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6
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Kapaya F, Keita M, Sodjinou VD, Nanyunja M, Mpairwe A, Daniel EO, Akpan G, Mlanda T, O-Tipo S, Abianuru AT, Mamadu I, Masina J, Ladu AI, Dratibi FA, Ramadan OPC, Braka F, Koua EL, Barboza P, Chamla D, Gueye AS. An assessment of the progress made in the implementation of the regional framework for cholera prevention and control in the WHO African region. BMJ Glob Health 2025; 10:e016168. [PMID: 39848635 PMCID: PMC11759201 DOI: 10.1136/bmjgh-2024-016168] [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: 03/27/2024] [Accepted: 12/19/2024] [Indexed: 01/25/2025] Open
Abstract
High-burden cholera outbreaks, spreading beyond the traditional cholera-endemic countries, have been reported since 2021 in the WHO African region. Member states in the region have committed to the global goal of cholera elimination by 2030. To track progress towards this goal, WHO-African countries adopted a regional cholera prevention and control framework in 2018. This study reports on 27 countries' 5-year achievements in implementing the cholera regional framework for cholera prevention, and control. Data collected through a web-based self-assessment tool were analysed and visualised through Power BI. Data were provided by national teams of experts on cholera based on the milestones of the framework. Countries' specific progress and regional progress were calculated. The overall regional progress was 53%, ranging from 19% in Mauritania to 76% in Ethiopia. Out of the 27 countries, 3 had made good progress while 14 had fair and 10 had insufficient progress. At the regional level, 4 milestones were on track, 7 were fair and 10 had insufficient progress. Cholera hot spot mapping had the highest score at 85%, while development of investment cases for cholera control scored the lowest at 14%. Although appreciable progress was noted in some milestones, the progress against critical milestones, including for water, sanitation and hygiene, that form the bedrock of cholera control, was insufficient. Effective implementation of the cholera prevention and control framework anchored on strong government commitment and ownership is essential to curb the current trend of cholera outbreaks and improve the likelihood of cholera elimination by 2030 in Africa.
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Affiliation(s)
- Fred Kapaya
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | - Mory Keita
- Emergency Preparedness and Response, WHO Regional Office for Africa, Brazzaville, Congo
- Institute of Global Health, University of Geneva Faculty of Medicine, Geneve, Switzerland
| | | | - Miriam Nanyunja
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | - Allan Mpairwe
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | - Ebenezer Obi Daniel
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | - Godwin Akpan
- Geographic Information Systems Center, WHO Regional Office for Africa, Brazzaville, Congo
| | - Tamayi Mlanda
- EPR/HIR, WHO Regional Office for Africa, Brazzaville, Congo
- Pretoria, Gauteng, South Africa
| | | | - Amarachi Tikal Abianuru
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | - Ibrahim Mamadu
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | - John Masina
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | - Alice Igale Ladu
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | - Fred Athanasius Dratibi
- Emergency Preparedness and Response, WHO Regional Office for Africa, Nairobi, Nairobi, Kenya
| | | | - Fiona Braka
- Emergency Preparedness and Response, WHO Regional Office for Africa, Brazzaville, Congo
| | | | | | - Dick Chamla
- Emergency Preparedness and Response, WHO Regional Office for Africa, Brazzaville, Congo
| | - Abdou Salam Gueye
- Emergency Preparedness and Response, WHO Regional Office for Africa, Brazzaville, Congo
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7
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Siamalube B, Ehinmitan E. Unmasking the Neglected Cholera Outbreaks in Sub-Saharan Africa. Int J Public Health 2025; 69:1607990. [PMID: 39839081 PMCID: PMC11745870 DOI: 10.3389/ijph.2024.1607990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Accepted: 12/16/2024] [Indexed: 01/23/2025] Open
Affiliation(s)
- Beenzu Siamalube
- Department of Molecular Biology and Biotechnology, Pan African University Institute of Basic Sciences, Technology and Innovation, Nairobi, Kenya
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8
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Ahmed AK, Sijercic VC, Akhtar MS, Elbayomy A, Marouf MA, Zeleke MS, Sayad R, Abdelshafi A, Laird NJ, El‐Mokhtar MA, Ruthig GR, Hetta HF. Cholera rages in Africa and the Middle East: A narrative review on challenges and solutions. Health Sci Rep 2024; 7:e2013. [PMID: 38742091 PMCID: PMC11089255 DOI: 10.1002/hsr2.2013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 02/27/2024] [Accepted: 03/12/2024] [Indexed: 05/16/2024] Open
Abstract
Background and Aim Cholera is a life-threatening infectious disease that is still one of the most common acute watery diarrheal diseases in the world today. Acute diarrhea and severe dehydration brought on by cholera can cause hypovolemic shock, which can be fatal in minutes. Without competent clinical therapy, the rate of case fatality surpasses 50%. The purpose of this review was to highlight cholera challenges in Africa and the Middle East and explain the reasons for why this region is currently a fertile environment for cholera. We investigated cholera serology, epidemiology, and the geographical distribution of cholera in Africa and the Middle East in 2022 and 2023. We reviewed detection methods, such as rapid diagnostic tests (RDTs), and treatments, such as antibiotics and phage therapy. Finally, this review explored oral cholera vaccines (OCVs), and the vaccine shortage crisis. Methods We carried out a systematic search in multiple databases, including PubMed, Web of Science, Google Scholar, Scopus, MEDLINE, and Embase, for studies on cholera using the following keywords: ((Cholera) OR (Vibrio cholera) and (Coronavirus) OR (COVID-19) OR (SARS-CoV2) OR (The Middle East) OR (Africa)). Results and Conclusions Cholera outbreaks have increased dramatically, mainly in Africa and many Middle Eastern countries. The COVID-19 pandemic has reduced the attention devoted to cholera and disrupted diagnosis and treatment services, as well as vaccination initiatives. Most of the cholera cases in Africa and the Middle East were reported in Malawi and Syria, respectively, in 2022. RDTs are effective in the early detection of cholera epidemics, especially with limited advanced resources, which is the case in much of Africa. By offering both direct and indirect protection, expanding the use of OCV will significantly reduce the burden of current cholera outbreaks in Africa and the Middle East.
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Affiliation(s)
| | | | | | - Ahmed Elbayomy
- Faculty of MedicineMansoura UniversityMansouraEgypt
- School of Medicine and Public HealthUniversity of Wisconsin−MadisonMadisonWisconsinUSA
| | - Mohamed A. Marouf
- Faculty of MedicineMansoura UniversityMansouraEgypt
- Department of Internal Medicine, Morsani College of MedicineUniversity of South FloridaTampaFloridaUSA
| | - Mahlet S. Zeleke
- Menelik II Medical and Health Science CollegeKotebe Metropolitan UniversityAddis AbabaEthiopia
| | - Reem Sayad
- Faculty of MedicineAssiut UniversityAssiutEgypt
| | | | | | - Mohamed A. El‐Mokhtar
- Gilbert & Rose‐Marie Chagoury School of MedicineLebanese American UniversityByblosLebanon
| | | | - Helal F. Hetta
- Division of Microbiology and Immunology, Department of Natural Products and Alternative Medicine, Faculty of PharmacyUniversity of TabukTabukSaudi Arabia
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9
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Moore S, Worku Demlie Y, Muluneh D, Dunoyer J, Hussen M, Wossen M, Edosa M, Sudre B. Spatiotemporal dynamics of cholera epidemics in Ethiopia: 2015-2021. Sci Rep 2024; 14:7170. [PMID: 38570534 PMCID: PMC10991303 DOI: 10.1038/s41598-024-51324-z] [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: 10/04/2023] [Accepted: 01/03/2024] [Indexed: 04/05/2024] Open
Abstract
Since the onset of the seventh cholera pandemic, Ethiopia has been affected by recurrent epidemics. However, the epidemiology of cholera in this country remains poorly understood. This study aimed to describe cholera outbreak characteristics in Ethiopia from 2015 to 2021. During this period, Ethiopia experienced four epidemic waves. The first wave involved nationwide outbreaks during the second half of 2016 followed by outbreaks predominantly affecting Somali Region in 2017. The second wave primarily affected Tigray and Afar Regions. During the third wave, multiple smaller-scale outbreaks occurred during 2019. The fourth wave was limited to Bale Zone (Oromia Region) in 2021. Overall, a north to south shift was observed over the course of the study period. Major cholera transmission factors included limited access to safe water and sanitation facilities. Severe weather events (drought and flooding) appear to aggravate cholera diffusion. Cholera transmission between Ethiopia and nearby countries (Kenya and Somalia), likely plays a major role in regional cholera dynamics. Overall, this study provides the first understanding of recent spatiotemporal cholera dynamics in Ethiopia to inform cholera control and elimination strategies.
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Affiliation(s)
- Sandra Moore
- Prospective and Cooperation, 1 Place Gabriel Péri, Vieux Port, 13001, Marseille, France
| | - Yeshambel Worku Demlie
- Public Health Emergency Management, Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia.
| | - Dereje Muluneh
- Health Section, UNICEF Ethiopia, UNECA Compound, Zambezi Building, Box 1169, Addis Ababa, Ethiopia
| | - Jessica Dunoyer
- Prospective and Cooperation, 1 Place Gabriel Péri, Vieux Port, 13001, Marseille, France
| | - Mukemil Hussen
- Public Health Emergency Management, Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia
| | - Mesfin Wossen
- Public Health Emergency Management, Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia
| | - Moti Edosa
- Public Health Emergency Management, Ethiopian Public Health Institute (EPHI), Addis Ababa, Ethiopia
| | - Bertrand Sudre
- Prospective and Cooperation, 1 Place Gabriel Péri, Vieux Port, 13001, Marseille, France
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10
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Jaramillo Arias M, Kulkarni N, Le A, Holder CL, Unlu I, Fu ES. Climate Change, Emerging Vector-Borne Illnesses, and Anesthetic Considerations. Cureus 2024; 16:e57517. [PMID: 38586230 PMCID: PMC10998665 DOI: 10.7759/cureus.57517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/03/2024] [Indexed: 04/09/2024] Open
Abstract
As a result of the widespread prevalence of anesthetic usage, anesthesia-related complications are well studied, ranging from benign postoperative nausea and vomiting to potentially fatal complications, such as paralysis, malignant hyperthermia, and death. However, one intersection that still needs further analysis is the relationship between vector-borne illnesses (VBIs) and anesthetic complications. With the advent of climate change and global warming, what were previously endemic vectors have spread far beyond their typical regions, resulting in the spread of VBI. As the incidence of VBIs rapidly increases in the United States, operations for diagnostic testing, and thus the identification and treatments of these VBIs, have significantly diminished. A literature review was conducted to analyze case reports of patients with VBIs and anesthetic concerns with sources from PubMed and Google Scholar databases, and a wide range of complications were found.
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Affiliation(s)
| | - Nikhil Kulkarni
- Department of Anesthesiology, Herbert Wertheim College of Medicine, Miami, USA
| | - Anh Le
- Department of Anesthesiology, University of Miami School of Medicine, Miami, USA
| | - Cheryl L Holder
- Department of Internal Medicine, Herbert Wertheim College of Medicine, Miami, USA
- Internal Medicine, Jackson Memorial Hospital, Miami, USA
| | - Isik Unlu
- Mosquito Control Division, Miami-Dade County, Miami, USA
| | - Eugene S Fu
- Anesthesiology, Jackson Memorial Hospital, Miami, USA
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11
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Zain A, Sadarangani SP, Shek LPC, Vasoo S. Climate change and its impact on infectious diseases in Asia. Singapore Med J 2024; 65:211-219. [PMID: 38650059 PMCID: PMC11132621 DOI: 10.4103/singaporemedj.smj-2023-180] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Accepted: 01/04/2024] [Indexed: 04/25/2024]
Abstract
ABSTRACT Climate change, particularly increasing temperature, changes in rainfall, extreme weather events and changes in vector ecology, impacts the transmission of many climate-sensitive infectious diseases. Asia is the world's most populous, rapidly evolving and diverse continent, and it is already experiencing the effects of climate change. Climate change intersects with population, sociodemographic and geographical factors, amplifying the public health impact of infectious diseases and potentially widening existing disparities. In this narrative review, we outline the evidence of the impact of climate change on infectious diseases of importance in Asia, including vector-borne diseases, food- and water-borne diseases, antimicrobial resistance and other infectious diseases. We also highlight the imperative need for strategic intersectoral collaboration at the national and global levels and for the health sector to implement adaptation and mitigation measures, including responsibility for its own greenhouse gas emissions.
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Affiliation(s)
- Amanda Zain
- Centre for Sustainable Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Khoo Teck Puat-National University Children’s Medical Institute, National University Health System, Singapore
| | - Sapna P Sadarangani
- National Centre for Infectious Diseases, Singapore
- Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Lynette Pei-Chi Shek
- Centre for Sustainable Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Khoo Teck Puat-National University Children’s Medical Institute, National University Health System, Singapore
| | - Shawn Vasoo
- National Centre for Infectious Diseases, Singapore
- Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
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12
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Song X, Guo X, Hu X, Zhang Y, Wei D, Hu Y, Jiang L, Zhang Y. Human exposure risk assessment for infectious diseases due to temperature and air pollution: an overview of reviews. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:88272-88280. [PMID: 37440140 DOI: 10.1007/s11356-023-28453-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Accepted: 06/22/2023] [Indexed: 07/14/2023]
Abstract
Air pollution and global temperature change are expected to affect infectious diseases. Air pollution usually causes inflammatory response and disrupts immune defense system, while temperature mainly exacerbates the effect of vectors on humans. Yet to date overview of systematic reviews assessing the exposure risk of air pollutants and temperature on infectious diseases is unavailable. This article aims to fill this research gap. PubMed, Embase, the Cochrane Library, Web of Science, and the Cumulative Index to Nursing and Allied Health Literature were searched. Systematic reviews and meta-analyses investigated the exposure risk of pollutants or temperature on infectious diseases were included. Two investigators screened literature, extracted data and performed the risk of bias assessments independently. A total of 23 articles met the inclusion criteria, which 3 (13%) were "low" quality and 20 (87%) were "critically low" quality. COVID-19 morbidity was associated with long-term exposure PM2.5 (RR = 1.056 per 1 [Formula: see text], 95% CI: 1.039-1.072) and NO2 (RR = 1.042 per 1 [Formula: see text], 95% CI: 1.017-1.068). In addition, for each 1 °C increase in temperature, the morbidity risk of dengue increased 13% (RR = 1.130 per 1 °C, 95% CI: 1.120-1.150), infectious diarrhea increased 8% (RR = 1.080 per 1 °C, 95% CI: 1.050-1.200), and hand, foot and mouth disease (HFMD) increased 5% (RR = 1.050 per 1 °C, 95% CI: 1.020-1.080). In conclusion, PM2.5 and NO2 increased the risk of COVID-19 and temperatures were associated with dengue, infectious diarrhoea and HFMD morbidity. Moreover, the exposure risk of temperature on COVID-19 was recommended to be further explored.
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Affiliation(s)
- Xuping Song
- School of Public Health, Lanzhou University, Lanzhou, 730000, China
- McMaster Health Forum, Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, L8S4L8, Canada
| | - Xinye Guo
- School of Public Health, Lanzhou University, Lanzhou, 730000, China
| | - Xiaopeng Hu
- School of Public Health, Lanzhou University, Lanzhou, 730000, China
| | - Yajie Zhang
- School of Public Health, Lanzhou University, Lanzhou, 730000, China
| | - Dandan Wei
- School of Public Health, Lanzhou University, Lanzhou, 730000, China
| | - Yue Hu
- School of Public Health, Lanzhou University, Lanzhou, 730000, China
| | | | - Yan Zhang
- Gansu Province Hospital Rehabilitation Center, Lanzhou, 730000, Gansu, China.
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Asadgol Z, Badirzadeh A, Mirahmadi H, Safari H, Mohammadi H, Gholami M. Simulation of the potential impact of climate change on malaria incidence using artificial neural networks (ANNs). ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023:10.1007/s11356-023-27374-7. [PMID: 37219776 DOI: 10.1007/s11356-023-27374-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Accepted: 04/27/2023] [Indexed: 05/24/2023]
Abstract
Climate change can increase the spread of infectious diseases and public health concerns. Malaria is one of the endemic infectious diseases of Iran, whose transmission is strongly influenced by climatic conditions. The effect of climate change on malaria in the southeastern Iran from 2021 to 2050 was simulated by using artificial neural networks (ANNs). Gamma test (GT) and general circulation models (GCMs) were used to determine the best delay time and to generate the future climate model under two distinct scenarios (RCP2.6 and RCP8.5). To simulate the various impacts of climate change on malaria infection, ANNs were applied using daily collected data for 12 years (from 2003 to 2014). The future climate of the study area will be hotter by 2050. The simulation of malaria cases elucidated that there is an intense increasing trend in malaria cases under the RCP8.5 scenario until 2050, with the highest number of infections occurring in the warmer months. Rainfall and maximum temperature were identified as the most influential input variables. Optimum temperatures and increased rainfall provide a suitable environment for the transmission of parasites and cause an intense increase in the number of infection cases with a delay of approximately 90 days. ANNs were introduced as a practical tool for simulating the impact of climate change on the prevalence, geographic distribution, and biological activity of malaria and for estimating the future trend of the disease in order to adopt protective measures in endemic areas.
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Affiliation(s)
- Zahra Asadgol
- Health Deputy, Iran University of Medical Sciences, Tehran, Iran
| | - Alireza Badirzadeh
- Department of Parasitology and Mycology, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Hadi Mirahmadi
- Clinical Immunology Research Center, Zahedan University of Medical Sciences, Zahedan, Iran
- Department of Parasitology and Mycology, Faculty of Medicine, Zahedan University of Medical Sciences, Zahedan, Iran
| | - Hossein Safari
- Health Promotion Research Center, Iran University of Medical Sciences, Tehran, Iran
| | - Hamed Mohammadi
- Department of Environmental Health Engineering, School of Public Health, Zanjan University of Medical Sciences, Zanjan, Iran
| | - Mitra Gholami
- Research Center for Environmental Health Technology, Iran University of Medical Sciences, Tehran, Iran.
- Department of Environmental Health Engineering, School of Public Health, Iran University of Medical Sciences, Tehran, Iran.
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Balasubramanian D, López-Pérez M, Almagro-Moreno S. Cholera Dynamics and the Emergence of Pandemic Vibrio cholerae. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2023; 1404:127-147. [PMID: 36792874 DOI: 10.1007/978-3-031-22997-8_7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Cholera is a severe diarrheal disease caused by the aquatic bacterium Vibrio cholerae. Interestingly, to date, only one major clade has emerged to cause pandemic disease in humans: the clade that encompasses the strains from the O1 and O139 serogroups. In this chapter, we provide a comprehensive perspective on the virulence factors and mobile genetic elements (MGEs) associated with the emergence of pandemic V. cholerae strains and highlight novel findings such as specific genomic background or interactions between MGEs that explain their confined distribution. Finally, we discuss pandemic cholera dynamics contextualizing them within the evolution of the bacterium.
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Affiliation(s)
- Deepak Balasubramanian
- Burnett School of Biomedical Sciences, College of Medicine, University of Central Florida, Orlando, FL, USA
- National Center for Integrated Coastal Research, University of Central Florida, Orlando, FL, USA
| | - Mario López-Pérez
- Burnett School of Biomedical Sciences, College of Medicine, University of Central Florida, Orlando, FL, USA
- National Center for Integrated Coastal Research, University of Central Florida, Orlando, FL, USA
- Evolutionary Genomics Group, División de Microbiología, Universidad Miguel Hernández, Alicante, Spain
| | - Salvador Almagro-Moreno
- Burnett School of Biomedical Sciences, College of Medicine, University of Central Florida, Orlando, FL, USA.
- National Center for Integrated Coastal Research, University of Central Florida, Orlando, FL, USA.
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Combating cholera by building predictive capabilities for pathogenic Vibrio cholerae in Yemen. Sci Rep 2023; 13:2255. [PMID: 36755108 PMCID: PMC9908932 DOI: 10.1038/s41598-022-22946-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 10/21/2022] [Indexed: 02/10/2023] Open
Abstract
Cholera remains a global public health threat in regions where social vulnerabilities intersect with climate and weather processes that impact infectious Vibrio cholerae. While access to safe drinking water and sanitation facilities limit cholera outbreaks, sheer cost of building such infrastructure limits the ability to safeguard the population. Here, using Yemen as an example where cholera outbreak was reported in 2016, we show how predictive abilities for forecasting risk, employing sociodemographical, microbiological, and climate information of cholera, can aid in combating disease outbreak. An epidemiological analysis using Bradford Hill Criteria was employed in near-real-time to understand a predictive model's outputs and cholera cases in Yemen. We note that the model predicted cholera risk at least four weeks in advance for all governorates of Yemen with overall 72% accuracy (varies with the year). We argue the development of anticipatory decision-making frameworks for climate modulated diseases to design intervention activities and limit exposure of pathogens preemptively.
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Chen J, Zhong F, Sun D. Lessons from farmers' adaptive practices to climate change in China: a systematic literature review. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2022; 29:81183-81197. [PMID: 36208378 DOI: 10.1007/s11356-022-23449-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 09/30/2022] [Indexed: 06/16/2023]
Abstract
Due to the vulnerability and exposure of agriculture, farmers' adaptive strategies to climate change are important to food security and sustainable environment development. However, a systematic review is still absent, though there are many studies about farmers' adaptations to climate change, and few studies discuss their potential impacts on climate change. This article analyses farmers' adaptation strategies and their heterogeneities across regions in China via a systemic literature review. Then we also discuss possible driving factors of these adaptations and their potential impacts on greenhouse gas emissions. We follow the updated Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA 2020) guidelines to identify and screen publications. A total of 448 relevant records were identified from the Web of Science, Elsevier ScienceDirect, and China National Knowledge Infrastructure (CNKI). We include peer-reviewed publications focusing on farmers engaged in crop farming in China, with survey data and specific adoption ratio analysis of adaptations to climate change. After screening, 27 articles were finally analysed. Our results show that crop variety management, rescheduling farming, increasing production inputs, increasing irrigation, and crop structure management are prevalent strategies reported in the existing literature. However, sustainable adaptations such as improving farmland's ecological environment and agronomic water-saving irrigation gain less attention. Besides, farmers in northern China adapt to climate change more actively compared to their counterparts in southern China. Moreover, some adaptations with high adoption ratios, such as increased chemical inputs, might increase greenhouse gas emissions and accelerate climate change. Our findings have important implications for food security and sustainable agricultural development.
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Affiliation(s)
- Jiao Chen
- College of Economics and Management, Nanjing Agricultural University, Weigang No. 1, Nanjing, 210095, Jiangsu Province, China
| | - Funing Zhong
- College of Economics and Management, Nanjing Agricultural University, Weigang No. 1, Nanjing, 210095, Jiangsu Province, China
| | - Dingqiang Sun
- College of Economics and Management, Nanjing Agricultural University, Weigang No. 1, Nanjing, 210095, Jiangsu Province, China.
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Kang S, Chowdhury F, Park J, Ahmed T, Tadesse BT, Islam MT, Kim DR, Im J, Aziz AB, Hoque M, Pak G, Khanam F, Ahmmed F, Liu X, Zaman K, Khan AI, Kim JH, Marks F, Qadri F, Clemens JD. Are better existing WASH practices in urban slums associated with a lower long-term risk of severe cholera? A prospective cohort study with 4 years of follow-up in Mirpur, Bangladesh. BMJ Open 2022; 12:e060858. [PMID: 36130764 PMCID: PMC9494564 DOI: 10.1136/bmjopen-2022-060858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE To investigate the association between existing household water quality, sanitation and hygiene (WASH) practices and severe cholera risk in a dense urban slum where cholera is highly endemic. DESIGN, SETTING AND PARTICIPANTS We assembled a large prospective cohort within a cluster randomised trial evaluating the effectiveness of oral cholera vaccine. Our dynamic cohort population (n=193 576) comprised individuals living in the 'non-intervention' clusters of the trial, and were followed over 4 years. This study was conducted in a dense urban slum community of Dhaka, Bangladesh and cholera surveillance was undertaken in 12 hospitals serving the study area. PRIMARY OUTCOME MEASURE First severe cholera episode detected during follow-up period. METHODS We applied a machine learning algorithm on a training subpopulation (n=96 943) to develop a binary ('better', 'not better') composite WASH variable predictive of severe cholera. The WASH rule was evaluated for performance in a separate validation subpopulation (n=96 633). Afterwards, we used Cox regression models to evaluate the association between 'better' WASH households and severe cholera risk over 4 years in the entire study population. RESULTS The 'better' WASH rule found that water quality and access were the most significant factors associated with severe cholera risk. Members of 'better' WASH households, constituting one-third of the population, had a 47% reduced risk of severe cholera (95% CI: 29 to 69; p<0.001), after adjusting for covariates. The protective association between living in a 'better' WASH household and severe cholera persisted in all age groups. CONCLUSIONS Salutary existing household WASH practices were associated with a significantly reduced long-term risk of severe cholera in an urban slum of Dhaka. These findings suggest that WASH adaptations already practised in the community may be important for developing and implementing effective and sustainable cholera control programmes in similar settings. TRIAL REGISTRATION NUMBER This article is a re-analysis of data from a cluster randomized trial; can be found on ClinicalTrials.gov NCT01339845.
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Affiliation(s)
- Sophie Kang
- Epidemiology, Public Health, and Impact Unit, International Vaccine Institute, Gwanak-gu, The Republic of Korea
| | - Fahima Chowdhury
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
- Griffith University Menzies Health Institute Queensland, Nathan, Queensland, Australia
| | - Juyeon Park
- Epidemiology, Public Health, and Impact Unit, International Vaccine Institute, Gwanak-gu, The Republic of Korea
| | - Tasnuva Ahmed
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Birkneh Tilahun Tadesse
- Epidemiology, Public Health, and Impact Unit, International Vaccine Institute, Gwanak-gu, The Republic of Korea
| | - Md Taufiqul Islam
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Deok Ryun Kim
- Epidemiology, Public Health, and Impact Unit, International Vaccine Institute, Gwanak-gu, The Republic of Korea
| | - Justin Im
- Epidemiology, Public Health, and Impact Unit, International Vaccine Institute, Gwanak-gu, The Republic of Korea
| | - Asma Binte Aziz
- Epidemiology, Public Health, and Impact Unit, International Vaccine Institute, Gwanak-gu, The Republic of Korea
| | - Masuma Hoque
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Gideok Pak
- Epidemiology, Public Health, and Impact Unit, International Vaccine Institute, Gwanak-gu, The Republic of Korea
| | - Farhana Khanam
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Faisal Ahmmed
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Xinxue Liu
- Oxford Vaccine Group, Department of Paediatrics, University of Oxford, Oxford, UK
| | - K Zaman
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Ashraful Islam Khan
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - Jerome H Kim
- International Vaccine Institute, Gwanak-gu, The Republic of Korea
| | - Florian Marks
- Epidemiology, Public Health, and Impact Unit, International Vaccine Institute, Gwanak-gu, The Republic of Korea
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Firdausi Qadri
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
| | - John D Clemens
- Infectious Diseases Division, International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
- International Vaccine Institute, Gwanak-gu, The Republic of Korea
- Fielding School of Public Health, University of California, Los Angeles, California, USA
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18
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Liang M, Ding X, Wu Y, Sun Y. Temperature and risk of infectious diarrhea: a systematic review and meta-analysis. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2021; 28:68144-68154. [PMID: 34268683 DOI: 10.1007/s11356-021-15395-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 07/07/2021] [Indexed: 06/13/2023]
Abstract
Infectious diarrhea (ID) is an intestinal infectious disease including cholera, typhoid and paratyphoid fever, bacterial and amebic dysentery, and other infectious diarrhea. There are many studies that have explored the relationship between ambient temperature and the spread of infectious diarrhea, but the results are inconsistent. It is necessary to systematically evaluate the impact of temperature on the incidence of ID. This study was based on the PRISMA statement to report this systematic review. We conducted literature searches from CNKI, VIP databases, CBM, PubMed, Web of Science, Cochrane Library, and other databases. The number registered in PROSPERO is CRD42021225472. After searching a total of 4915 articles in the database and references, 27 studies were included. The number of people involved exceeded 7.07 million. The overall result demonstrated when the temperature rises, the risk of infectious diarrhea increases significantly (RRcumulative=1.42, 95%CI: 1.07-1.88, RRsingle-day=1.08, 95%CI: 1.03-1.14). Subgroup analysis found the effect of temperature on the bacillary dysentery group (RRcumulative=1.85, 95%CI: 1.48-2.30) and unclassified diarrhea groups (RRcumulative=1.18, 95%CI: 0.59-2.34). The result of the single-day effect subgroup analysis was similar to the result of the cumulative effect. And the sensitivity analysis proved that the results were robust. This systematic review and meta-analysis support that temperature will increase the risk of ID, which is helpful for ID prediction and early warning in the future.
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Affiliation(s)
- Mingming Liang
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University, No. 81 Meishan Road, Hefei, 230032, Anhui, People's Republic of China
| | - Xiuxiu Ding
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University, No. 81 Meishan Road, Hefei, 230032, Anhui, People's Republic of China
| | - Yile Wu
- Department of Hospital Infection Prevention and Control, The Second Affiliated Hospital of Anhui Medical University, No. 678 Furong Road, Hefei, 230601, Anhui, People's Republic of China
| | - Yehuan Sun
- Department of Epidemiology and Health Statistics, School of Public Health, Anhui Medical University, No. 81 Meishan Road, Hefei, 230032, Anhui, People's Republic of China.
- Center for Evidence-Based Practice, Anhui Medical University, No. 81 Meishan Road, Hefei, 230032, Anhui, People's Republic of China.
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Entropy in Cardiac Autonomic Nervous System of Adolescents with General Learning Disabilities or Dyslexia. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2021; 1339:121-129. [DOI: 10.1007/978-3-030-78787-5_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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