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Pulock OS, Mannan A, Chowdhury AFMN, Tousif G, Majumder K, Monsur S, Mehedi HMH, Kaiser E, Sultana A, Sagar MAH, Etu SN, Alam N, Mazid AHMT, Sattar MA. Clinical spectrum and risk factors of severe dengue infection: findings from the 2023 dengue outbreak in Bangladesh. BMC Infect Dis 2025; 25:469. [PMID: 40189546 PMCID: PMC11974146 DOI: 10.1186/s12879-025-10792-y] [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] [Subscribe] [Scholar Register] [Received: 11/23/2024] [Accepted: 03/13/2025] [Indexed: 04/09/2025] Open
Abstract
BACKGROUND Since the first detection of dengue in 2000, Bangladesh has been facing an increasing number of dengue patients and related deaths every year. This situation warrants the importance of quickly identifying severe dengue patients to expedite necessary medical interventions which could potentially reduce the adverse consequences. The aim of this study was to identify clinical features and laboratory parameters of the severe dengue patients in the 2023 dengue outbreak in Bangladesh. METHODS This hospital based cross-sectional study included the demographic, clinical and laboratory data of 1313 Dengue patients from several secondary and tertiary hospitals across Bangladesh from August 2023 to December 2023. According to the 2009 WHO classification, dengue cases were classified into severe dengue and non-severe dengue (with and without warning signs). Chi-square test, Fischer's exact test and multiple logistic regression analyses were conducted to identify potential risk factors associated with severe dengue cases. RESULTS Of the 1313 patients included in this study, nearly 20% had severe dengue, 36.71% of them were from the 16-25 year age bracket and nearly two-thirds were male. Fever (99.54%) was the most common clinical symptom followed by anorexia (69.54%) and severe headache (66.03%); whereas most common warning signs were severe lethargy (43.64%), persistent vomiting (27.57%), and severe abdominal pain and tenderness (20.03%) across all patients. Gastrointestinal symptoms such as nausea, vomiting, and diarrhea are significantly more common in severe dengue cases compared to non-severe ones. Among the laboratory parameters, decrease of platelet level and increased ALT level was more prominent in severe patients. Multiple logistic regression analysis found that severe abdominal pain, severe lethargy, respiratory distress, altered mental status, decreased urine output, pleural effusion and ascites were positively associated with the development of severe dengue. CONCLUSION This study presents warning signs, clinical symptoms and trends of laboratory parameters associated with severe cases of dengue in Bangladesh that can be used in improving patient management in the future.
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Affiliation(s)
- Orindom Shing Pulock
- Disease Biology and Molecular Epidemiology Research Group, Chattogram, Bangladesh
| | - Adnan Mannan
- Disease Biology and Molecular Epidemiology Research Group, Chattogram, Bangladesh.
- Department of Genetic Engineering & Biotechnology, University of Chittagong, Chattogram, Bangladesh.
| | | | - Golam Tousif
- Department of Medicine, Shaheed Syed Nazrul Islam Medical College, Kishoreganj, Bangladesh
| | - Koushik Majumder
- Disease Biology and Molecular Epidemiology Research Group, Chattogram, Bangladesh
- Department of Medicine, Chittagong Medical College, Chattogram, 4203, Bangladesh
| | - Sabrina Monsur
- Department of Medicine, Dhaka Medical College, Dhaka, Bangladesh
| | | | - Emrul Kaiser
- Department of Medicine, Fatikchari Health Complex, Chattogram, Bangladesh
| | - Afreen Sultana
- Department of Microbiology, Chittagong Medical College, Chattogram, 4203, Bangladesh
| | - Md Abdul Hamid Sagar
- Department of Medicine, Chittagong Medical College, Chattogram, 4203, Bangladesh
| | - Silvia Naznin Etu
- Disease Biology and Molecular Epidemiology Research Group, Chattogram, Bangladesh
- Department of Genetic Engineering & Biotechnology, University of Chittagong, Chattogram, Bangladesh
| | - Nazmul Alam
- Department of Public Health, Asian University for Women, Chattogram, 4000, Bangladesh
| | | | - M A Sattar
- Department of Medicine, Chittagong Medical College, Chattogram, 4203, Bangladesh
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Chowdhury SMMH, Rashid MA, Trisha SY, Ibrahim M, Hossen MS. Dengue Investigation Research in Bangladesh: Insights From a Scoping Review. Health Sci Rep 2025; 8:e70568. [PMID: 40083677 PMCID: PMC11903500 DOI: 10.1002/hsr2.70568] [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: 11/14/2024] [Revised: 01/13/2025] [Accepted: 02/16/2025] [Indexed: 03/16/2025] Open
Abstract
Background and Aims A more accurate assessment of the disease's incidence and fatality rate over the previous years could help with future outbreak detection and containment. Therefore, this scoping review was conducted to compile the results of research on dengue investigation in Bangladesh in terms of knowledge, attitudes, and practices; risk factors; clinical presentations; and stereotypes of dengue. Methods The final analysis included 27 studies that satisfied the inclusion criteria. The PRISMA 2020 guidelines served as the basis for data extraction. All included articles were retrieved from PubMed, BanglaJOL, Google Scholar, Embase, Web Sciences, Cochrane Library, and other databases up to October, 2024. The quality of included studies in terms of relevance, reliability, validity, and applicability was also evaluated. Results The present study recorded a moderate understanding of dengue infection among slum dwellers and people in rural areas due to a lack of knowledge about it. Insufficient practices regarding dengue fever were also found among them. However, the differences in perception regarding dengue infection were observed in different parts of Dhaka city. Additionally, between 2017 and 2022, different dengue serotypes were the most common at various times. The potential risk factors included monsoon sessions (July to September), static water, scrapyards, and indoor plants; urbanization; population density; being outside in the morning and evening; sleeping during the day; and so forth. Along with the common symptoms of dengue, hematological abnormalities such as thrombocytopenia and leukopenia, as well as elevated levels of ALT and AST, were observed in Bangladeshi dengue patients. Conclusions Knowledge gap, moderate understanding, insufficient practices regarding dengue infection among slum dwellers and rural people, and varieties in dengue serotypes are the main obstacles to control the dengue outbreak. Therefore, it is essential to undertake several preventive measures to reduce the dengue infection and also understand the dengue serotypes.
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Affiliation(s)
| | | | | | - Mohammed Ibrahim
- Department of PharmacyState University of BangladeshDhakaBangladesh
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Reyes M, Patiño O, Pinzón-Redondo H, Moneriz C. Role of interleukin-10 and interferon-β as predictive factors of severity in a paediatric population with dengue. J Trop Pediatr 2025; 71:fmaf014. [PMID: 40056012 DOI: 10.1093/tropej/fmaf014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/13/2025]
Abstract
The febrile illness caused by dengue is a global public health problem whose incidence is increasing. This infection can range from mild fever to severe illness with plasma leakage and shock; therefore, biomarkers of severity are urgently needed to elucidate the pathological mechanism of the disease. To explore the levels of interleukin (IL)-10 and interferon (IFN)-β in children with dengue to identify these proteins as biomarkers of severity. This study compared the serum levels of IL-10 and IFN-β in 208 Colombian paediatric patients with different degrees of severity of dengue virus infection. A total of three study groups (dengue without warning signs, dengue with warning signs, and severe dengue) were designated according to the World Health Organization classification system. Serotype type 2 was the most prevalent type, and the most frequently reported symptom was vomiting, followed by abdominal pain. Platelet values, aspartate transaminase and alanine transaminase levels and clotting times were the most altered laboratory parameters among the study groups and were more pathological in patients with severe dengue. In addition, IL-10 levels were significantly higher in those with severe dengue than in those with milder forms of infection (P < .05), and IFN-β levels were much lower in the group of patients with severe dengue than in the group with dengue without warning signs (P < .05). These results demonstrate differences in immune responses to dengue infections and suggest several molecular targets for the future development of biomarkers that can serve as diagnostic and prognostic tools for the severity of dengue disease.
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Affiliation(s)
- Melissa Reyes
- Biochemistry and Disease Investigation Group, Faculty of Medicine, University of Cartagena, 130015 Cartagena, Colombia
| | - Oscar Patiño
- Biochemistry and Disease Investigation Group, Faculty of Medicine, University of Cartagena, 130015 Cartagena, Colombia
| | - Hernando Pinzón-Redondo
- Department of Paediatrics, Napoleón Franco Pareja Children's Hospital, 130002 Cartagena, Colombia
| | - Carlos Moneriz
- Biochemistry and Disease Investigation Group, Faculty of Medicine, University of Cartagena, 130015 Cartagena, Colombia
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Khan MM, Miah MAH, Alam MK, Islam MA, Rahman MA, Noor RII, Mondal E, Mamun AHMS, Rasel M, Talukder MRT, Islam S, Hasan MJ. Clinico-epidemiological profiling of dengue patients in a non-endemic region of Bangladesh. Trans R Soc Trop Med Hyg 2025; 119:58-64. [PMID: 39435998 DOI: 10.1093/trstmh/trae074] [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: 03/02/2024] [Revised: 06/20/2024] [Accepted: 09/19/2024] [Indexed: 10/23/2024] Open
Abstract
BACKGROUND This study aimed to characterise the clinical and epidemiological profiles of dengue patients and their outcomes during an ongoing outbreak in a non-endemic region of Bangladesh. METHODS This prospective observational study analysed 805 confirmed dengue cases during August-December 2023. Data on demographic, clinical and laboratory profiles, as well as outcomes, were gathered using a structured questionnaire. Statistical analysis was conducted using SPSS 25. RESULTS The mean age of dengue patients was 31.5 (±12.2) y, with the majority being males (81.2%). All 805 patients experienced fever, 792 (98.4%) had headaches, 698 (86.7%) had myalgia, 601 (74.7%) had persistent vomiting and 598 (74.3%) had abdominal pain. Bleeding was observed in 191 (23.7%) patients and neurological symptoms were seen in 209 (25.9%) patients. Most patients (n=781, 97%) exhibited non-severe symptoms, while 3% (n=24) had severe symptoms. Among the 24 severe cases, four (16.7%) patients were reported to have encephalitis and one (4.2%) patient had meningoencephalitis. Moreover, 365 patients (45.3%) had travelled to an endemic region who were predominantly males (n=327, 89.6%). Most dengue patients recovered well with rapid fluid replacement therapy (n=754, 93.7%). CONCLUSIONS The 2023 dengue outbreak in a non-endemic area of Bangladesh primarily impacted males, young adults, with the majority presenting non-severe symptoms. Further studies are essential to validate and build upon these results.
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Affiliation(s)
- Md Mohiuddin Khan
- Department of Medicine, Mymensingh Medical College Hospital, Char Para, Medical Rd., Mymensingh 2200, Bangladesh
| | - Md Abdul Hannan Miah
- Department of Medicine, Netrokona Medical College, Netrokona Sadar, Netrokona 2400, Bangladesh
| | - Mohammad Khurshed Alam
- Department of Medicine, Mymensingh Medical College Hospital, Char Para, Medical Rd., Mymensingh 2200, Bangladesh
| | - Mohammad Ariful Islam
- Department of Medicine, Mymensingh Medical College Hospital, Char Para, Medical Rd., Mymensingh 2200, Bangladesh
| | - Md Atikur Rahman
- Department of Medicine, Gouripur Upazila Health Complex, Gouripur, Mymensingh 2270, Bangladesh
| | - Ramim Islam Ibne Noor
- Department of Medicine, M Abdur Rahim Medical College Hospital, Dinajpur 5200, Bangladesh
| | - Ershad Mondal
- Department of Medicine, Mymensingh Medical College Hospital, Char Para, Medical Rd., Mymensingh 2200, Bangladesh
- Department of Endrocrinology, Mymensingh Medical College Hospital, Mymensingh 2207, Bangladesh
| | - A H M Shalakin Mamun
- Department of Medicine, Mymensingh Medical College Hospital, Char Para, Medical Rd., Mymensingh 2200, Bangladesh
| | - Md Rasel
- Department of Medicine, Mymensingh Medical College Hospital, Char Para, Medical Rd., Mymensingh 2200, Bangladesh
| | - Md Rubaiyat Tasfin Talukder
- Department of Medicine, Mymensingh Medical College Hospital, Char Para, Medical Rd., Mymensingh 2200, Bangladesh
| | - Salwa Islam
- Department of Tropical and Infectious Disease, Pi Research & Development Center, Agamasi lane, Dhaka 1100, Bangladesh
| | - Mohammad Jahid Hasan
- Department of Tropical and Infectious Disease, Tropical Disease and Health Research Center, Agamasi lane, Dhaka 1100, Bangladesh
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Nusrat N, Chowdhury K, Sinha S, Mehta M, Kumar S, Haque M. Clinical and Laboratory Features and Treatment Outcomes of Dengue Fever in Pediatric Cases. Cureus 2024; 16:e75840. [PMID: 39698191 PMCID: PMC11654319 DOI: 10.7759/cureus.75840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Accepted: 12/16/2024] [Indexed: 12/20/2024] Open
Abstract
Background Globally, dengue fever (DF) is the leading cause of arthropod-borne viral illness, which considerably contributes to an atrocious death rate. The disease is now endemic in some parts of the world, including Bangladesh. The disorder exhibits a wide range of clinical and laboratory features in children. Judicial fluid resuscitation during the critical phase and prompt referral to the appropriate health facility can be lifesaving. Objectives This research appraised clinical and laboratory features and treatment outcomes of DF in pediatric cases. Methods This prospective investigative work was conducted at Islami Bank Hospital, Dhaka, India, from July to October 2023. The study included 135 admitted pediatric cases of DF, either dengue nonstructural protein 1 (NS1) or anti-dengue antibody IgM or IgG positive. Results Among the selected cases, boys were more predominant than girls, and most patients were in the age group of 5 to 10 years (n=46, 34%), most of them belonging to lower-middle-class families (n=56, 41.5%). All of the study participants had raised body temperatures, and most had abdominal pain (n=82, 60.7%), vomiting (n=77, 57%), cough (n=43, 31.9%), headache (n=38, 28.2%), body aches (n=32, 23.7%), and diarrhea (n=23, 17%). Dengue NS1 was positive in 91.1% (n=123) of cases. Raised hematocrit was found in 36.3% (n=49) of cases, leukopenia in 47% (n=63), and thrombocytopenia in 69.6% (n=94) of cases. Most of our patients were categorized as having DF (68.1%, n=92), followed by dengue with warning signs (16.3%, n=22), and severe dengue was present in 15.6% (n=21) of patients. Most were treated with crystalloid, and some with crystalloid and colloid solution. Fortunately, most of them recovered with no death. Conclusion DF may manifest with varied clinical and laboratory features in children. Appropriate treatment of critical phases, depending on clinical and laboratory features, is crucial to reducing dengue-induced miseries and fatal clinical outcomes among the pediatric population.
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Affiliation(s)
- Nadia Nusrat
- Department of Pediatrics, Delta Medical College and Hospital, Dhaka, BGD
| | - Kona Chowdhury
- Department of Pediatrics, Enam Medical College and Hospital, Dhaka, BGD
| | - Susmita Sinha
- Department of Physiology, Enam Medical College and Hospital, Dhaka, BGD
| | - Miral Mehta
- Department of Pedodontics and Preventive Dentistry, Karnavati School of Dentistry, Karnavati University, Gandhinagar, IND
| | - Santosh Kumar
- Department of Periodontology and Implantology, Karnavati School of Dentistry, Karnavati University, Gandhinagar, IND
| | - Mainul Haque
- Department of Pharmacology and Therapeutics, National Defence University of Malaysia, Kuala Lumpur, MYS
- Department of Research, Karnavati School of Dentistry, Karnavati University, Gandhinagar, IND
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Jean Pierre AR, Green SR, Anandaraj L, Sivaprakasam M, Kasirajan A, Devaraju P, Anumulapuri S, Mutheneni SR, Balakrishna Pillai A. Severity prediction markers in dengue: a prospective cohort study using machine learning approach. Biomarkers 2024; 29:557-564. [PMID: 39556525 DOI: 10.1080/1354750x.2024.2430997] [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: 08/01/2024] [Accepted: 11/11/2024] [Indexed: 11/20/2024]
Abstract
BACKGROUND Dengue virus causes illnesses with or without warning indicators for severe complications. There are no clear prognostic signs linked to the disease outcomes. METHODS Clinical and laboratory parameters among 102 adult including 17 severe dengue (SD), 33 with warning and 52 without warning signs during early and critical phases were analysed by statistical and machine learning (ML) models. RESULTS In classical statistics, abnormal ultrasound findings, platelet count and low lymphocytes were significantly linked with SD during the febrile phase, while low creatinine, high sodium and elevated AST/ALT during the critical phase. ML models highlighted AST/ALT and lymphocytes as key markers for distinguishing SD from non-severe dengue, aiding clinical decisions. CONCLUSION Parameters like liver enzymes, platelet counts and USG findings were linked with SD.USG testing at an earlier phase of dengue and a point-of-care system for the quantification of AST/ALT levels may lead to an early prediction of SD.
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Affiliation(s)
- Aashika Raagavi Jean Pierre
- MGM Advanced Research Institute (MGMARI), Sri Balaji Vidyapeeth (Deemed to be University), Puducherry, India
| | - Siva Ranganathan Green
- Department of General Medicine, Mahatma Gandhi Medical College and Research Institute (MGMCRI), Sri Balaji Vidyapeeth (Deemed to be University, Puducherry, India
| | - Lokeshmaran Anandaraj
- Department of Community Medicine, Mahatma Gandhi Medical College and Research Institute (MGMCRI), Sri Balaji Vidyapeeth (Deemed to be University), Puducherry, India
| | - Manikandan Sivaprakasam
- MGM Advanced Research Institute (MGMARI), Sri Balaji Vidyapeeth (Deemed to be University), Puducherry, India
| | - Anand Kasirajan
- MGM Advanced Research Institute (MGMARI), Sri Balaji Vidyapeeth (Deemed to be University), Puducherry, India
| | - Panneer Devaraju
- Medical Complex, Indian Council of Medical Research Vector Control Research Centre (ICMR-VCRC), Indira Nagar, Puducherry, India
| | - Srilekha Anumulapuri
- Department of Applied Biology, CSIR-Indian Institute of Chemical Technology (CSIR-IICT), India
| | - Srinivasa Rao Mutheneni
- Department of Applied Biology, CSIR-Indian Institute of Chemical Technology (CSIR-IICT), India
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Sharif N, Opu RR, Saha T, Masud AI, Naim J, Alsharif KF, Alzahrani KJ, Alvarado ES, Noya ID, De la Torre Díez I, Dey SK. Evolving epidemiology, clinical features, and genotyping of dengue outbreaks in Bangladesh, 2000-2024: a systematic review. Front Microbiol 2024; 15:1481418. [PMID: 39539699 PMCID: PMC11557403 DOI: 10.3389/fmicb.2024.1481418] [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: 08/15/2024] [Accepted: 10/08/2024] [Indexed: 11/16/2024] Open
Abstract
Background The 2023 dengue outbreak has proven that dengue is not only an endemic disease but also an emerging health threat in Bangladesh. Integrated studies on the epidemiology, clinical characteristics, seasonality, and genotype of dengue are limited. This study was conducted to determine recent trends in the molecular epidemiology, clinical features, and seasonality of dengue outbreaks. Methods We analyzed data from 41 original studies, extracting epidemiological information from all 41 articles, clinical symptoms from 30 articles, and genotypic diversity from 11 articles. The study adhered to the standards of the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) Statement and Cochrane Collaboration guidelines. Results A total of 565,438 dengue cases and 2,587 fatalities were documented from January 2000 to March 2024. Notably, 60% of cases during the 2019 and 2023 outbreaks were reported in regions previously considered non-endemic. Fatalities were more frequent among women (70%). The majority of the studies (95-100%) used the NS1Ag test, followed by IgG or IgM and RT-PCR tests. New hotspots of dengue transmission were identified in the southern (Khulna, 10.8% and Barishal, 11.8%) and southeastern (Chattogram, 13.8%) regions of Bangladesh. Serotyping was conducted on 92.4% (1,456 of 1,575) of isolates between 2012 and 2023. Of the four serotypes, DENV3 was the most prevalent (57%), followed by DENV2 (30%), DENV1 (11%), and DENV4 (<1%). Genotype DENV3-I (43 of 59 isolates) was the most prevalent, followed by DENV3-II (8 of 59). The highest frequency of dengue cases was observed in August (26.3%), followed by September (22.5%), October (20.2%), and November (13.08%). Fever (90.51, 95% CI 85-100%) was the most prevalent symptom, followed by headache (57.98, 95% CI 12-100%), vomiting (51.16, 95% CI 23-91%), abdominal pain (34.12, 95% CI 12-85%), and myalgia (25.53, 95% CI 13-85%), respectively. Conclusion This study provides integrated insights into the molecular epidemiology, clinical features, seasonality, and transmission of dengue in Bangladesh and highlights research gaps for future studies.
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Affiliation(s)
- Nadim Sharif
- Department of Microbiology, Jahangirnagar University, Dhaka, Bangladesh
| | | | - Tama Saha
- Department of Microbiology, Jahangirnagar University, Dhaka, Bangladesh
| | | | - Jannatin Naim
- Department of Microbiology, Jahangirnagar University, Dhaka, Bangladesh
| | - Khalaf F. Alsharif
- Department of Clinical Laboratories Sciences, College of Applied Medical Sciences, Taif University, Taif, Saudi Arabia
| | - Khalid J. Alzahrani
- Department of Clinical Laboratories Sciences, College of Applied Medical Sciences, Taif University, Taif, Saudi Arabia
| | - Eduardo Silva Alvarado
- Universidad Europea del Atlántico, Santander, Spain
- Universidad Internacional Iberoamericana, Campeche, Mexico
- Universidad Internacional Iberoamericana, Arecibo, PR, United States
- Universidad de La Romana, La Romana, Dominican Republic
| | - Irene Delgado Noya
- Universidad Europea del Atlántico, Santander, Spain
- Universidade Internacional do Cuanza, Cuito, Bié, Angola
- Fundación Universitaria Internacional de Colombia, Bogotá, Colombia
| | | | - Shuvra Kanti Dey
- Department of Microbiology, Jahangirnagar University, Dhaka, Bangladesh
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Sharma A, Chandrashekar CR, Krishna S, Sowdhamini R. Computational Analysis of the Accumulation of Mutations in Therapeutically Important RNA Viral Proteins During Pandemics with Special Emphasis on SARS-CoV-2. J Mol Biol 2024; 436:168716. [PMID: 39047897 DOI: 10.1016/j.jmb.2024.168716] [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: 04/07/2024] [Revised: 07/06/2024] [Accepted: 07/18/2024] [Indexed: 07/27/2024]
Abstract
Single stranded RNA viruses are primary causative agents for pandemics, causing extensive morbidity and mortality worldwide. A pivotal question in pandemic preparedness and therapeutic intervention is what are the specific mutations which are more likely to emerge during such global health crises? This study aims to identify markers for mutations with the highest probability of emergence in these pandemics, focusing on the SARS-CoV-2 spike protein, an essential and therapeutically significant viral protein, starting from sequence information from the onset of the pandemic until July 2022. Quite consistently, we observed that emerged mutations tended to demonstrate a high genetic score, which reflects high similarity of the type of codon required for translation between an amino acid and to the mutated one. Further, this pattern is also observed in therapeutically significant proteins of other ssRNA pandemic viruses, including influenza (HA, NA), spike proteins of Ebola, envelope of Dengue and Chikungunya. We propose that the genetic score serves as an initial indicator, preceding the actual impact of the mutation on viral fitness. Finally, we developed a comprehensive computational pipeline to further explore and predict the subsequent effects of mutations on viral fitness. We believe that our pipeline can narrow down and predict future mutations in therapeutically important viral proteins during a pandemic.
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Affiliation(s)
- Abhishek Sharma
- National Centre for Biological Science, GKVK Campus, Bengaluru 560065, India
| | - C R Chandrashekar
- National Centre for Biological Science, GKVK Campus, Bengaluru 560065, India
| | - Sudhir Krishna
- National Centre for Biological Science, GKVK Campus, Bengaluru 560065, India
| | - Ramanathan Sowdhamini
- Molecular Biophysics Unit, Indian Institute of Science, Banagalore 560012, India; Institute of Bioinformatics and Applied Biotechnology, Bangalore, 560100, India.
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Copaja-Corzo C, Flores-Cohaila J, Tapia-Sequeiros G, Vilchez-Cornejo J, Hueda-Zavaleta M, Vilcarromero S, Santana-Téllez T, Parodi JF, Gomez-Colque S, Benites-Zapata VA. Risk factors associated with dengue complications and death: A cohort study in Peru. PLoS One 2024; 19:e0305689. [PMID: 38917093 PMCID: PMC11198833 DOI: 10.1371/journal.pone.0305689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2024] [Accepted: 06/04/2024] [Indexed: 06/27/2024] Open
Abstract
BACKGROUND Dengue has emerged as an unprecedented epidemic in Peru, and it is anticipated that this issue will escalate further owing to climate change. This study aimed to determine the risk factors associated with death from dengue in patients treated at Hospital II in Pucallpa, Peru. METHODOLOGY This retrospective cohort study collected information from the medical records of patients with a diagnosis of dengue treated at Hospital II Pucallpa-Peru between January 2019 and March 2023. The primary outcome was death, and the secondary outcome was death, development of severe dengue, or Intensive Care Unit (ICU) admission. Cox regression models were used to determine risk factors. FINDINGS The clinical records of 152 patients were evaluated, with a median age of 27.5 years (interquartile range, 11-45). Among all patients, 29 (19.1%) developed severe dengue, 31 (20.4%) were admitted to the ICU, and 13 (8.6%) died during follow-up. In the survival analysis, bilirubin >1.2 mg/dL was associated with a higher risk of death aHR: 11.38 (95% CI: 1.2 106.8). Additionally, factors associated with poor prognosis included having 1 to 3 comorbidities aRR: 1.92 (1.2 to 3.2), AST ≥251 U/L aRR: 6.79 (2.2 to 21.4), history of previous dengue aRR: 1.84 (1.0 to 3.3), and fibrinogen ≥400 mg/dL aRR: 2.23 (1.2 to 4.1). SIGNIFICANCE Elevated bilirubin was associated with death from dengue, whereas an increase in comorbidities and a history of previous dengue were related to a poor prognosis of the disease. Early identification of severe dengue would be more feasible with improved access to laboratory testing, particularly in tropical areas with a high dengue incidence.
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Affiliation(s)
- Cesar Copaja-Corzo
- Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Universidad San Ignacio de Loyola, Lima, Perú
- Servicio de Infectología, Hospital Nacional Edgardo Rebagliati Martins, EsSalud, Lima, Perú
| | | | - Gustavo Tapia-Sequeiros
- Diagnóstico, Tratamiento e Investigación de Enfermedades Infecciosas y Tropicales, Universidad Privada de Tacna, Tacna, Perú
| | - Jennifer Vilchez-Cornejo
- Facultad de Salud Pública y Administración, Unidad de Investigación de Enfermedades Emergentes y Cambio Climático, Universidad Peruana Cayetano Heredia, Lima, Perú
| | - Miguel Hueda-Zavaleta
- Diagnóstico, Tratamiento e Investigación de Enfermedades Infecciosas y Tropicales, Universidad Privada de Tacna, Tacna, Perú
| | - Stalin Vilcarromero
- Servicio de Infectología, Hospital Nacional Edgardo Rebagliati Martins, EsSalud, Lima, Perú
| | - Tomas Santana-Téllez
- Hospital II Pucallpa, EsSalud, Ucayali, Perú
- Facultad de Ciencias de la Salud, Universidad Nacional de Ucayali, Ucayali, Perú
| | - José F. Parodi
- Facultad de Medicina Humana, Centro de Investigación del Envejecimiento (CIEN), Universidad de San Martín de Porres, Lima, Perú
| | - Sujey Gomez-Colque
- Facultad de Ciencias de la Salud, Universidad Nacional Jorge Basadre Grohmann, Tacna, Perú
| | - Vicente A. Benites-Zapata
- Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Universidad San Ignacio de Loyola, Lima, Perú
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Togan RM, Diallo AI, Zida-Compaoré WIC, Ba MF, Sadio AJ, Konu RY, Bakoubayi AW, Tchankoni MK, Gnatou GYS, Gbeasor-Komlanvi FA, Diongue FB, Tine JAD, Faye A, Ekouévi DK. Knowledge, attitudes, and practices of health care professionals regarding dengue fever: need for training and provision of diagnostic equipment in Togo in 2022, a cross-sectional study. Front Public Health 2024; 12:1375773. [PMID: 38915751 PMCID: PMC11194359 DOI: 10.3389/fpubh.2024.1375773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 05/21/2024] [Indexed: 06/26/2024] Open
Abstract
Background Health statistics on dengue are virtually non-existent, despite the fact that the virus is circulating in Togo. This study aimed to assess the knowledge, attitudes, and practices (KAP) of health professionals in the Kara health region. Methods A cross-sectional study was conducted from March to June 2022 among healthcare professionals who had worked in the Kara region of northern Togo were selected using an exhaustive recruitment method. Data were collected by trained resident doctors with a face-to-face interview using a standardized, pretested questionnaire based on the WHO 2009 dengue guide. Three multivariate regression models were utilized to investigate factors associated with knowledge, attitudes and, and practices. Results A total of 464 respondents (37.1% female), median age 35 years, interquartile range (29-43 years) were included. Only (3.0%) of the participants had received training on dengue fever diagnosis, treatment and prevention in the last 3 years, and 10.3% had dengue rapid diagnostic tests available at their hospital. Half of the respondents (49.1%) had good knowledge of dengue fever, compared with 30.0% who had positive attitudes. Of a total of 256 professionals who had encountered a case of dengue fever in their practice, only 24 (9.4%) had appropriate practices for diagnosing and treating dengue fever. In multivariate analysis, the healthcare professionals who had taken part in ongoing training on dengue fever were more likely to have adequate dengue diagnosis and treatment practice aOR = 8.1; CI 95% = [1.7-36.0]. Conclusion Strengthening healthcare professionals' dengue-related skills through ongoing training and the provision of dengue diagnostic tests could help improve early detection practices and management of dengue fever in Togo.
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Affiliation(s)
- Roméo Mèdéssè Togan
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
- Institute of Health and Development (ISED), Cheikh Anta Diop University, Dakar, Senegal
- Training and Research Centre in Public Health, University of Lomé, Lomé, Togo
| | - Amadou Ibra Diallo
- Institute of Health and Development (ISED), Cheikh Anta Diop University, Dakar, Senegal
| | - Wendpouiré Ida Carine Zida-Compaoré
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
| | - Mouhamadou Faly Ba
- Institute of Health and Development (ISED), Cheikh Anta Diop University, Dakar, Senegal
| | - Arnold Junior Sadio
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
- Training and Research Centre in Public Health, University of Lomé, Lomé, Togo
- Unit 1219 - Global Health in Global South (GHiGS), Bordeaux Population Health Research Center (BPH), French National Health and Medical Research Institute (Inserm), French Research Institute for Development (IRD), University of Bordeaux, Bordeaux, France
| | - Rodion Yao Konu
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
- Training and Research Centre in Public Health, University of Lomé, Lomé, Togo
- Unit 1219 - Global Health in Global South (GHiGS), Bordeaux Population Health Research Center (BPH), French National Health and Medical Research Institute (Inserm), French Research Institute for Development (IRD), University of Bordeaux, Bordeaux, France
| | - Akila Wimima Bakoubayi
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
| | - Martin Kouame Tchankoni
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
- Training and Research Centre in Public Health, University of Lomé, Lomé, Togo
| | - Gatibe Yendu-Suglpak Gnatou
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
| | - Fifonsi Adjidossi Gbeasor-Komlanvi
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
- Training and Research Centre in Public Health, University of Lomé, Lomé, Togo
| | | | | | - Adama Faye
- Institute of Health and Development (ISED), Cheikh Anta Diop University, Dakar, Senegal
| | - Didier Koumavi Ekouévi
- Department of Public Health, Faculty of Health Sciences, University of Lomé, Lomé, Togo
- African Centre for Research in Epidemiology and Public Health (ACREPH), Lomé, Togo
- Training and Research Centre in Public Health, University of Lomé, Lomé, Togo
- Unit 1219 - Global Health in Global South (GHiGS), Bordeaux Population Health Research Center (BPH), French National Health and Medical Research Institute (Inserm), French Research Institute for Development (IRD), University of Bordeaux, Bordeaux, France
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11
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Sharif N, Sharif N, Khan A, Dey SK. The Epidemiologic and Clinical Characteristics of the 2023 Dengue Outbreak in Bangladesh. Open Forum Infect Dis 2024; 11:ofae066. [PMID: 38390460 PMCID: PMC10883285 DOI: 10.1093/ofid/ofae066] [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: 09/16/2023] [Accepted: 01/31/2024] [Indexed: 02/24/2024] Open
Abstract
The ongoing 2023 dengue outbreak is the worst ever case reported in Bangladesh. There is a lack of epidemiological studies on the outbreak. A 2-tailed t test was performed. Multivariable logistic regression analysis was conducted. We found about 277 801 cases and 1393 deaths from the 2023 dengue outbreak. About 52% of the cases were from outside of Dhaka. The male:female ratio was about 3:2. The highest frequency of cases was found among people aged 19-29 years (28.7%, 79 673 of 277 801; P = .001). The overall case fatality rate (CFR) was 0.5%. The highest CFR was found among children aged 0-10 years (12%). Fever (99%) was the most prevalent, followed by joint pain (86%). We found significantly higher odds of fatalities (adjusted odds ratio [aOR], 4.21; 95% CI, 3.93-4.74; P = .05), cases (aOR, 3.85; 95% CI, 3.25-4.12; P = .001) and hospitalizations (aOR, 3.26; 95% CI, 3.11-4.04; P = .006) during the 2023 outbreak compared with previous outbreaks during 2008-2022. This is one of the early reports of epidemiological and clinical characteristics of ongoing dengue outbreak.
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Affiliation(s)
- Nadim Sharif
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - Nazmul Sharif
- Department of Mathematics, Rajshahi University of Engineering & Technology, Rajshahi, Bangladesh
| | - Afsana Khan
- Department of Statistics, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - Shuvra Kanti Dey
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh
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12
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Sami CA, Tasnim R, Hassan SS, Khan AH, Yasmin R, Monir-uz-Zaman M, Sarker MAS, Arafat SM. Clinical profile and early severity predictors of dengue fever: Current trends for the deadliest dengue infection in Bangladesh in 2022. IJID REGIONS 2023; 9:42-48. [PMID: 37859805 PMCID: PMC10582778 DOI: 10.1016/j.ijregi.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 09/05/2023] [Accepted: 09/08/2023] [Indexed: 10/21/2023]
Abstract
Objectives In 2022, Bangladesh had the highest dengue-related fatality (281). This study evaluated clinical profiles to detect early changes to predict dengue fever severity. Methods This prospective observational study was performed in four government hospitals from June to November 2022 in Dhaka. Febrile patients admitted within 4th day of illness were recruited if they had a confirmed dengue viral infection either by by positive dengue nonstructural protein antigen or anti-dengue immunoglobulin (Ig)M antibody. Results We divided 308 patients with confirmed dengue into two groups: 232 (74.3%) in nonsevere dengue and 76 (24.7%) in severe dengue. Men were 205 (66.6%), and the most affected age group was 21-30 years (47.7%). Patients with severe dengue reported a higher number of nausea 80.3%, coughs 57.9%, abdominal pain 56.6%, persistent vomitting 53.9%, dyspnea 35.5%, diarrhea 28.9%, and skin rash at 27.6%. In addition, the disease's febrile phase (≤4 days) showed thrombocytopenia (odds ratio [OR] 6.409, 95% CI 2.855-14.386, p <0.001), hemoconcentration (OR 3.428, 95% CI 1.030-11.405, p 0.045), and hypotension (OR 5.896, 95% CI 1.203-28.897, p 0.029) were associated severe disease. Conclusions Hypotension, thrombocytopenia, and hemoconcentration during the febrile phase might indicate progression towards severe disease.
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Affiliation(s)
- Chowdhury Adnan Sami
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Refaya Tasnim
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Shadman Shabab Hassan
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Abed Hussain Khan
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Rubina Yasmin
- Department of Medicine, Shaheed Suhrawardy Medical College, Dhaka, Bangladesh
| | | | | | - Shohael Mahmud Arafat
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
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Parveen S, Riaz Z, Saeed S, Ishaque U, Sultana M, Faiz Z, Shafqat Z, Shabbir S, Ashraf S, Marium A. Dengue hemorrhagic fever: a growing global menace. JOURNAL OF WATER AND HEALTH 2023; 21:1632-1650. [PMID: 38017595 PMCID: wh_2023_114 DOI: 10.2166/wh.2023.114] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/30/2023]
Abstract
Dengue virus is an arthropod-borne virus, transmitted by Aedes aegypti among humans. In this review, we discussed the epidemiology of dengue hemorrhagic fever (DHF) as well as the disease's natural history, cycles of transmission, clinical diagnosis, aetiology, prevention, therapy, and management. A systematic literature search was done by databases such as PubMed and Google Scholar using search terms, 'dengue fever', 'symptoms and causes of dengue fever', 'dengue virus transmission', and 'strategies to control dengue'. We reviewed relevant literature to identify hazards related to DHF and the most recent recommendations for its management and prevention. Clinical signs and symptoms of dengue infection range from mild dengue fever (DF) to potentially lethal conditions like DHF or dengue shock syndrome (DSS). Acute-onset high fever, muscle and joint pain, myalgia, a rash on the skin, hemorrhagic episodes, and circulatory shock are among the most common symptoms. An early diagnosis is vital to lower mortality. As dengue virus infections are self-limiting, but in tropical and subtropical areas, dengue infection has become a public health concern. Hence, developing and executing long-term control policies that can reduce the global burden of DHF is a major issue for public health specialists everywhere.
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Affiliation(s)
- Shakeela Parveen
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan E-mail:
| | - Zainab Riaz
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
| | - Saba Saeed
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
| | - Urwah Ishaque
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
| | - Mehwish Sultana
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
| | - Zunaira Faiz
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
| | - Zainab Shafqat
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
| | - Saman Shabbir
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
| | - Sana Ashraf
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
| | - Amna Marium
- Department of Zoology, The Government Sadiq College Women University, Bahawalpur 63100, Pakistan
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14
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Akbar SMF, Khan S, Mahtab M, Mahtab MA, Yahiro T, Arafat SM, Sarker MAS, Podder PK, Hossain MS, Khandokar FA, Hassan MR, Rahim MA, Ashraf MA, Rony RS, Nishizono A. Recent Dengue Infection in Bangladesh: A Seasonal Endemic Progressing to Year-long Serious Health Concern. Euroasian J Hepatogastroenterol 2023; 13:145-151. [PMID: 38222961 PMCID: PMC10785144 DOI: 10.5005/jp-journals-10018-1408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 11/04/2023] [Indexed: 01/16/2024] Open
Abstract
Dengue represents one of the most dangerous mosquito-borne viral diseases. Although the disease has been prevalent around the globe over the centuries, recent outbreaks of dengue have devasted the healthcare delivery system of many countries. Being a global infection, dengue virus (DENV) is endemically present mainly in Latin America and Caribbean countries as well as countries in South Asia. The recent outbreak of DENV infection has indicated an exceptional outbreak of DENV in some countries in South Asia. There has been a serious endemic of DENV during 2019. After a heterogeneous pause, another severe outbreak of DENV was reported in some Asian countries in 2023. Among the Asian countries, Bangladesh has reported an acute upsurge of DENV infection in 2023 with record numbers of fatalities. However, this pattern of DENV has not been detected in neighbors of Bangladesh, such as India or other countries in Southeast Asia. This provides an emergent task of dissecting the present DENV infection in Bangladesh from different angles to get insights for future containment of the DENV infection, not only in Bangladesh but also in other DENV endemic areas or DENV-native areas. How to cite this article Akbar SMF, Khan S, Mahtab M, et al. Recent Dengue Infection in Bangladesh: A Seasonal Endemic Progressing to Year-long Serious Health Concern. Euroasian J Hepato-Gastroenterol 2023;13(2):145-151.
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Affiliation(s)
- Sheikh Mohammad Fazle Akbar
- Department of Gastroenterology and Metabology, Ehime University Graduate School of Medicine; Research Center for Global and Local Infectious Diseases, Faculty of Medicine, Oita University, Oita, Japan; Miyakawa Memorial Research Foundation, Tokyo, Japan
| | - Sakirul Khan
- Research Center for Global and Local Infectious Diseases; Department of Microbiology, Faculty of Medicine, Oita University, Oita, Japan
| | - Musarrat Mahtab
- Department of Biochemistry and Biotechnology, North South University, Dhaka, Bangladesh
| | - Mamun Al Mahtab
- Interventional Hepatology Division, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Takaaki Yahiro
- Research Center for Global and Local Infectious Diseases; Department of Microbiology; Department of Advanced Medical Sciences, Faculty of Medicine, Oita University, Oita, Japan
| | - Shohael Mahmud Arafat
- Department of Internal Medicine, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | | | | | | | | | | | - Md Abdur Rahim
- Department of Hepatology, Bangabandhu Sheikh Mujib Medical University, Dhaka, Bangladesh
| | - Muhammad Ali Ashraf
- Acute Medicine Unit, Sir Salimullah Medical, College Mitford Hospital, Dhaka, Bangladesh
| | - Rajib Saha Rony
- Department of Hepatology, Sir Salimullah Medical College, Dhaka, Bangladesh
| | - Akira Nishizono
- Research Center for Global and Local Infectious Diseases; Department of Microbiology, Faculty of Medicine, Oita University, Oita, Japan
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15
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An autonomous cycle of data analysis tasks for the clinical management of dengue. Heliyon 2022; 8:e10846. [PMID: 36203901 PMCID: PMC9529583 DOI: 10.1016/j.heliyon.2022.e10846] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 08/11/2022] [Accepted: 09/26/2022] [Indexed: 11/23/2022] Open
Abstract
Dengue is the most widespread vector-borne disease worldwide. Timely diagnosis and treatment of dengue is the main objective of medical professionals to decrease mortality rates. In this paper, we propose an autonomous cycle that integrates data analysis tasks to support decision-making in the clinical management of dengue. Particularly, the autonomous cycle supports dengue diagnosis and treatment. The proposed system was built using machine learning techniques for classification tasks (artificial neural networks and support vector machines) and evolutionary techniques (a genetic algorithm) for prescription tasks (treatment). The system was quantitatively evaluated using dengue-patient datasets reported by healthcare institutions. Our system was compared with previous works using qualitative criteria. The proposed system has the ability to classify a patient's clinical picture and recommend the best treatment option. In particular, the classification of dengue was done with 98% accuracy and a genetic algorithm recommends treatment options for particular patients. Finally, our system is flexible and easily adaptable, which will allow the addition of new tasks for dengue analysis.
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16
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Devnath P, Hossain MJ, Emran TB, Mitra S. Massive third wave of COVID-19 outbreak in Bangladesh: a co-epidemic of dengue might worsen the situation. Future Virol 2022; 17:10.2217/fvl-2021-0182. [PMID: 35284001 PMCID: PMC8906578 DOI: 10.2217/fvl-2021-0182] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 02/22/2022] [Indexed: 11/21/2022]
Affiliation(s)
- Popy Devnath
- Department of Microbiology, Faculty of Sciences, Noakhali Science & Technology University, Noakhali, 3814, Bangladesh
| | - Md. Jamal Hossain
- Department of Pharmacy, State University of Bangladesh, 77 Satmasjid Road, Dhanmondi, Dhaka, 1205, Bangladesh
| | - Talha Bin Emran
- Department of Pharmacy, BGC Trust University Bangladesh, Chittagong, 4381, Bangladesh
| | - Saikat Mitra
- Department of Pharmacy, Faculty of Pharmacy, University of Dhaka, Dhaka, 1000, Bangladesh
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