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Recker M, Fleischmann WA, Nghia TH, Truong NV, Nam LV, Duc Anh D, Song LH, The NT, Anh CX, Hoang NV, My Truong N, Toan NL, Kremsner PG, Velavan TP. Markers of prolonged hospitalisation in severe dengue. PLoS Negl Trop Dis 2024; 18:e0011922. [PMID: 38289968 PMCID: PMC10857710 DOI: 10.1371/journal.pntd.0011922] [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: 03/27/2023] [Revised: 02/09/2024] [Accepted: 01/15/2024] [Indexed: 02/01/2024] Open
Abstract
BACKGROUND Dengue is one of the most common diseases in the tropics and subtropics. Whilst mortality is a rare event when adequate supportive care can be provided, a large number of patients get hospitalised with dengue every year that places a heavy burden on local health systems. A better understanding of the support required at the time of hospitalisation is therefore of critical importance for healthcare planning, especially when resources are limited during major outbreaks. METHODS Here we performed a retrospective analysis of clinical data from over 1500 individuals hospitalised with dengue in Vietnam between 2017 and 2019. Using a broad panel of potential biomarkers, we sought to evaluate robust predictors of prolonged hospitalisation periods. RESULTS Our analyses revealed a lead-time bias, whereby early admission to hospital correlates with longer hospital stays - irrespective of disease severity. Importantly, taking into account the symptom duration prior to hospitalisation significantly affects observed associations between hospitalisation length and previously reported risk markers of prolonged stays, which themselves showed marked inter-annual variations. Once corrected for symptom duration, age, temperature at admission and elevated neutrophil-to-lymphocyte ratio were found predictive of longer hospitalisation periods. CONCLUSION This study demonstrates that the time since dengue symptom onset is one of the most significant predictors for the length of hospital stays, independent of the assigned severity score. Pre-hospital symptom durations need to be accounted for to evaluate clinically relevant biomarkers of dengue hospitalisation trajectories.
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Affiliation(s)
- Mario Recker
- Institute for Tropical Medicine, University Hospital Tübingen, Tübingen, Germany
- Centre for Ecology and Conservation, University of Exeter, Penryn Campus, Penryn, United Kingdom
| | - Wim A. Fleischmann
- Institute for Tropical Medicine, University Hospital Tübingen, Tübingen, Germany
| | - Trinh Huu Nghia
- 103 Military Hospital, Vietnam Military Medical University, Hanoi, Vietnam
| | - Nguyen Van Truong
- 103 Military Hospital, Vietnam Military Medical University, Hanoi, Vietnam
| | - Le Van Nam
- 103 Military Hospital, Vietnam Military Medical University, Hanoi, Vietnam
| | - Do Duc Anh
- Institute for Tropical Medicine, University Hospital Tübingen, Tübingen, Germany
- Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Vietnam
| | - Le Huu Song
- Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Vietnam
- 108 Military Central Hospital, Hanoi, Vietnam
| | - Nguyen Trong The
- Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Vietnam
- 108 Military Central Hospital, Hanoi, Vietnam
| | | | | | - Nhat My Truong
- Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Vietnam
- 108 Military Central Hospital, Hanoi, Vietnam
| | - Nguyen Linh Toan
- Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Vietnam
- Department of Pathophysiology, Vietnam Military Medical University, Hanoi, Vietnam
| | - Peter G. Kremsner
- Institute for Tropical Medicine, University Hospital Tübingen, Tübingen, Germany
- Centre de Recherches Médicales de Lambaréné (CERMEL), Gabon
| | - Thirumalaisamy P. Velavan
- Institute for Tropical Medicine, University Hospital Tübingen, Tübingen, Germany
- Vietnamese-German Center for Medical Research, VG-CARE, Hanoi, Vietnam
- Faculty of Medicine, Duy Tan University, Da Nang, Vietnam
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Low GKK, Jiee SF, Masilamani R, Shanmuganathan S, Rai P, Manda M, Omosumwen OF, Kagize J, Gavino AI, Azahar A, Jabbar MA. Routine blood parameters of dengue infected children and adults. A meta-analysis. Pathog Glob Health 2023; 117:565-589. [PMID: 36593636 PMCID: PMC10392251 DOI: 10.1080/20477724.2022.2161864] [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] [Indexed: 01/04/2023] Open
Abstract
The World Health Organization (WHO) has revised dengue case classification in 2009 to better reflect the severity of the disease. However, there was no comprehensive meta-analysis of pooled routine blood parameters according to the age or the categories of the 2009 WHO classification. This study aimed to meta-analyze the routine blood parameters of dengue infected children and adults. Electronic search was performed with eligible articles included for review. Meta-analysis was conducted for six blood parameters stratified into children, adults and all ages, which were further grouped into the three 2009 WHO case classifications (dengue without warning signs, DwoWS; dengue with warning signs, DwWS; severe dengue, SD), non-severe dengue (non-SD) and 'All' cases. A total of 55 articles were included in the meta-analysis. Fifteen studies were conducted in the children's age category, 31 studies in the adult category and nine studies in all ages. The four selected pooled blood parameters for children were white blood cell (WBC) (×103/L) with 5.11 (SD), 5.64 (DwWS), 5.52 (DwoWS) and 4.68 (Non-SD) hematocrit (HCT) (%) with 36.78 (SD), 40.70 (DwWS), 35.00 (DwoWS) and 29.78 (Non-SD) platelet (PLT) (×103/µL) with 78.66 (SD), 108.01 (DwWS), 153.47 (DwoWS) and 108.29 (non-SD); and aspartate aminotransferase (AST) (/µL) with 248.88 (SD), 170.83 (DwWS), 83.24 (DwoWS) and 102.99 (non-SD). For adult, WBC were 4.96 (SD), 6.44 (DwWS), 7.74 (DwoWS) and 3.61 (non-SD); HCT were 39.50 (SD), 39.00 (DwWS), 37.45 (DwoWS) and 41.68 (non-SD); PLT were 49.62 (SD), 96.60 (DwWS), 114.37 (DwoWS) and 71.13 (non-SD); and AST were 399.50 (SD), 141.01 (DwWS), 96.19 (DwoWS) and 118.13 (non-SD). These blood parameters could not differentiate between each dengue severity according to the WHO 2009 classification, SD, DwoWS, DwWS and non-SD, because the timing of blood drawing was not known and there was an overlapping confidence interval among the clinical classification. Hence, these pooled blood parameter values could not be used to guide clinicians in management and did not correlate with severity as in previous scientific literatures and guidelines.
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Affiliation(s)
- Gary KK Low
- Research Operations, Nepean Hospital, Kingswood, New South Wales, Australia
- Sydney Medical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
| | - Sam Froze Jiee
- Sarawak State Health Department, Ministry of Health Malaysia, Sri Aman District Health Office, Sri Aman, Sarawak, Malaysia
| | - Retneswari Masilamani
- Department of Population Medicine, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia
| | - Selvanaayagam Shanmuganathan
- Quality Unit, Hospital Kulim, Kulim, Kedah, Malaysia
- Menzies Centre Health Policy and Economics, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
- Health Vertical, Torrens University Australia, Sydney, New South Wales, Australia
| | - Pramila Rai
- Health Vertical, Torrens University Australia, Sydney, New South Wales, Australia
| | - Mitali Manda
- Hammondcare Neringah Hospital, Wahroonga,New South Wales, Australia
| | - Osamudiamen Favour Omosumwen
- Department of Addiction and Community Health Professional, Faculty of Health and Social Science, Sundance College Edmonton, Edmonton, Alberta, Canada
| | - Jackob Kagize
- Health Vertical, Torrens University Australia, Sydney, New South Wales, Australia
| | - Alex I. Gavino
- Centre for Health Futures, Torrens University Australia, Sydney, New South Wales, Australia
- Public Health Department, Torrens University Australia, Sydney, New South Wales, Australia
| | - Aizad Azahar
- Department of Anaesthesiology and Intensive Care, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, Serdang, Malaysia
| | - Mohammed Abdulrazzaq Jabbar
- Department of Population Medicine, Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Kajang, Selangor, Malaysia
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Phadungsombat J, Vu HTT, Nguyen QT, Nguyen HTV, Nguyen HTN, Dang BT, Nakayama EE, Ishizaki A, Ichimura H, Shioda T, Pham TN. Molecular Characterization of Dengue Virus Strains from the 2019-2020 Epidemic in Hanoi, Vietnam. Microorganisms 2023; 11:1267. [PMID: 37317240 DOI: 10.3390/microorganisms11051267] [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: 04/19/2023] [Revised: 05/09/2023] [Accepted: 05/10/2023] [Indexed: 06/16/2023] Open
Abstract
Dengue virus (DENV), which has circulated in Vietnam for several decades, has multiple serotypes and genotypes. A 2019 dengue outbreak resulted in a larger number of cases than any other outbreak. We conducted a molecular characterization using samples collected in 2019-2020 from dengue patients in Hanoi and nearby cities located in northern Vietnam. The circulating serotypes were DENV-1 (25%, n = 22) and DENV-2 (73%, n = 64). Phylogenetic analyses revealed that all DENV-1 (n = 13) were genotype I and clustered to local strains circulating during the previous outbreak in the 2017, whereas DENV-2 consisted of two genotypes: Asian-I (n = 5), related to local strains from 2006-2022, and cosmopolitan (n = 18), the predominant genotype in this epidemic. The current cosmopolitan virus was identified as having an Asian-Pacific lineage. The virus was closely related to strains in other recent outbreaks in Southeast Asian countries and China. Multiple introductions occurred in 2016-2017, which were possibly from maritime Southeast Asia (Indonesia, Singapore, and Malaysia), mainland Southeast Asia (Cambodia and Thailand), or China, rather than from an expansion of localized Vietnamese cosmopolitan strains that were previously detected in the 2000s. We also analyzed the genetic relationship between Vietnam's cosmopolitan strain and recent global strains reported from Asia, Oceania, Africa, and South America. This analysis revealed that viruses of Asian-Pacific lineage are not restricted to Asia but have spread to Peru and Brazil in South America.
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Affiliation(s)
- Juthamas Phadungsombat
- Department of Viral Infections, Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
| | | | - Quynh Thi Nguyen
- Department of Viral infection and International Health, Graduate School of Medical Science, Kanazawa University, Kanazawa 920-8640, Japan
| | | | | | - Bich Thi Dang
- National Hospital for Tropical Disease, Hanoi 100000, Vietnam
| | - Emi E Nakayama
- Department of Viral Infections, Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
| | - Azumi Ishizaki
- Department of Viral infection and International Health, Graduate School of Medical Science, Kanazawa University, Kanazawa 920-8640, Japan
| | - Hiroshi Ichimura
- Department of Viral infection and International Health, Graduate School of Medical Science, Kanazawa University, Kanazawa 920-8640, Japan
| | - Tatsuo Shioda
- Department of Viral Infections, Research Institute for Microbial Diseases, Osaka University, Osaka 565-0871, Japan
| | - Thach Ngoc Pham
- National Hospital for Tropical Disease, Hanoi 100000, Vietnam
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Thao TTP, Co NQ, Anh HN, Luu NT, Hau VTB, Thuy NTT, Van Chien T, Anh NT, Bui TQ, Cuong TD, Quy PT, Triet NT, Van Sung T, Nhung NTA. Anti-Dengue Screening on Several Vietnamese Medicinal Plants: Experimental Evidences and Computational Analyses. Chem Biodivers 2022; 19:e202101026. [PMID: 35698444 DOI: 10.1002/cbdv.202101026] [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: 12/28/2021] [Accepted: 06/13/2022] [Indexed: 11/10/2022]
Abstract
Worldwide, medicinal plants have been known for economic and geographical advantages, thus possibly holding potentiality against dengue hemorrhagic fever. The methanol/water extracts from different parts of fourteen Vietnam-based plant species were subjected for experimental screening on anti-dengue activity using baby hamster kidney cells (BHK21) and plaque reduction neutralisation test (PRNT). Firstly, the methanol/water extracts were tested against serotype dengue virus DENV-1. Seven out from nineteen extracts show the PRNT50 values less than 31.25 μg/mL. Four of the above extracts namely from Euphorbia hirta, Cordyline terminalis, Carica papaya, and Elaeagnus latifolia were chosen for testing against the serotype DENV-2. All of them exhibit good activity with the PRNT50 values less than 31.25 μg/ml, which were further fractionated to obtain hexane, ethyl acetate and butanol fractions. Anti-dengue virus activity of the fractions against four serotypes DENV-1, -2, -3 and -4 was evaluated. As results, the ethyl acetate fraction of Elaeagnus latifolia is highly active against all four serotype viruses. The structural formulae of its nine constituents were input for molecular docking simulation. The docking-based order for static inhibitability is 6-3L6P>7-3L6P>9-3L6P>2-3L6P>3-3L6P≈5-3L6P>9-3L6P>1-3L6P>8-3L6P; QSARIS-based analysis reveals the biocompatibility of the most promising ligands (4-7); ADMET-based analysis expects their pharmacological suitability. Exceptional finding on 2-3LKW hydrophilic interaction at Lys43 (with the associated Gibbs free energy of -10.3 kcal mol-1 ) raises an open explanation for inhibitory effects. The results encourage further investigations for more in-depth mechanisms and drug development, such as in vitro enzyme assays or in vitro clinical trials with natural substances from E. latifolia.
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Affiliation(s)
- Tran Thi Phuong Thao
- Institute of Chemistry, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam.,Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam
| | - Nguyen Quang Co
- Institute of Biotechnology, Hue University, Hue City, 530000, Vietnam
| | - Ho Ngoc Anh
- Institute of Biochemistry, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam
| | - Nguyen Thi Luu
- Institute of Chemistry, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam
| | - Vu Thi Bich Hau
- National Institute of Hygiene and Epidemiology, 1 Yersin street, Hai Ba Trung, Hanoi, 10000, Vietnam
| | - Nguyen Thi Thu Thuy
- National Institute of Hygiene and Epidemiology, 1 Yersin street, Hai Ba Trung, Hanoi, 10000, Vietnam
| | - Tran Van Chien
- Institute of Chemistry, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam.,Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam
| | - Nguyen The Anh
- Institute of Chemistry, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam
| | - Thanh Q Bui
- Department of Chemistry, University of Sciences, Hue University, Hue, 530000, Vietnam
| | - To Dao Cuong
- Phenikaa University Nano Institute (PHENA), Phenikaa University, Yen Nghia, Ha Dong District, Hanoi, 12116, Vietnam
| | - Phan Tu Quy
- Department of Natural Sciences & Technology, Tay Nguyen University, Buon Ma Thuot, 630000, Vietnam
| | - Nguyen Thanh Triet
- Faculty of Traditional Medicine, University of Medicine and Pharmacy at Ho Chi Minh City, Ho Chi Minh City, 700000, Vietnam
| | - Tran Van Sung
- Institute of Chemistry, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam.,Graduate University of Science and Technology, Vietnam Academy of Science and Technology, 18-Hoang Quoc Viet Road, Cau Giay, Hanoi, 10000, Vietnam
| | - Nguyen Thi Ai Nhung
- Department of Chemistry, University of Sciences, Hue University, Hue, 530000, Vietnam
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