SynthesisThe Lancet. Infectious diseases2021
Risk predictors of progression to severe disease during the febrile phase of dengue: a systematic review and meta-analysis.
Synthesis in The Lancet. Infectious diseases, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 140 papers, 9 of them syntheses that pooled it.
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Who cites it
140 citing papers in PubMed, 9 syntheses or guidelines pooled it, 250 citations in OpenAlex.
- Comorbidities and incidence of heart failure with preserved ejection fraction: a systematic review and meta-analysis of cohort studies.BMJ open · 2025Pooled it
- Prognostic Models in Patients with Dengue: A Systematic Review.The American journal of tropical medicine and hygiene · 2025Pooled it
- HLA alleles and dengue susceptibility across populations in the era of climate change: a comprehensive review.Frontiers in immunology · 2025Pooled it
- Early biomarkers for prediction of severe manifestations of dengue fever: a systematic review and a meta-analysis.Scientific reports · 2023Pooled it
- Frequency of pleural effusion in dengue patients by severity, age and imaging modality: a systematic review and meta-analysis.BMC infectious diseases · 2023Pooled it
- Pooled it
- Clinical predictors of severe dengue: a systematic review and meta-analysis.Infectious diseases of poverty · 2021Pooled it
- Predictive markers for the early prognosis of dengue severity: A systematic review and meta-analysis.PLoS neglected tropical diseases · 2021Pooled it
- Diabetes comorbidities in low- and middle-income countries: An umbrella review.Journal of global health · 2021Pooled it
- Dengue and aging: challenges and opportunities in prevention and care. A narrative review.Emerging microbes & infections · 2026Review
- Characterization of acute dengue immune status and serotype surveillance in three regions of Burkina Faso: a hospital-based cross-sectional study.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2026Article
- Rethinking Clinical Trial Design to Accelerate Therapeutics for Arboviral Epidemics.Open forum infectious diseases · 2026Article
- Unresolved questions in pediatric dengue: from disease mechanisms to prevention.Current opinion in infectious diseases · 2026Review
- Severe Dengue in Children: Pathogenesis, Early Recognition, and Evidence-Informed Management.Tropical medicine and infectious disease · 2026Review
- Genomic epidemiology of dengue virus serotype 3 lineage 3III_B.3.2 in Brazil: insights into its spread and dengue severity amid co-circulation of multiple dengue serotypes.Lancet regional health. Americas · 2026Article
- Improving early prediction for adverse dengue outcomes using data from the IDAMS prospective multicentre study.Nature communications · 2026Observational
- Severe Dengue and Dengue-Malaria Coinfection: A Case Series from a Referral Hospital in Montería, Colombia.Clinics and practice · 2026Article
- Safety of the Dengue Vaccine TAK-003 and Factors Associated with Adverse Events in Travellers from Non-Endemic Areas: A Real-World Prospective Multicentre Pharmacovigilance Cohort Study in Spain.The Lancet regional health. Europe · 2026Article
- Article
- Unrecognized Dengue Transmission in Socially Vulnerable Peri-Urban Neighborhoods of a Temperate Argentine City: Integrating Serology with Knowledge, Attitudes, and Practices.Epidemiologia (Basel, Switzerland) · 2026Article
80 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors at 3 institutions in 3 countries.
Funding
Abstract
backgroundThe ability to accurately predict early progression of dengue to severe disease is crucial for patient triage and clinical management. Previous systematic reviews and meta-analyses have found significant heterogeneity in predictors of severe disease due to large variation in these factors during the time course of the illness. We aimed to identify factors associated with progression to severe dengue disease that are detectable specifically in the febrile phase.
methodsWe did a systematic review and meta-analysis to identify predictors identifiable during the febrile phase associated with progression to severe disease defined according to WHO criteria. Eight medical databases were searched for studies published from Jan 1, 1997, to Jan 31, 2020. Original clinical studies in English assessing the association of factors detected during the febrile phase with progression to severe dengue were selected and assessed by three reviewers, with discrepancies resolved by consensus. Meta-analyses were done using random-effects models to estimate pooled effect sizes. Only predictors reported in at least four studies were included in the meta-analyses. Heterogeneity was assessed using the Cochrane Q and I
findingsOf 6643 studies identified, 150 articles were included in the systematic review, and 122 articles comprising 25 potential predictors were included in the meta-analyses. Female patients had a higher risk of severe dengue than male patients in the main analysis (2674 [16·2%] of 16 481 vs 3052 [10·5%] of 29 142; odds ratio [OR] 1·13 [95% CI 1·01-1·26) but not in the subgroup analysis of studies with children. Pre-existing comorbidities associated with severe disease were diabetes (135 [31·3%] of 431 with vs 868 [16·0%] of 5421 without; crude OR 4·38 [2·58-7·43]), hypertension (240 [35·0%] of 685 vs 763 [20·6%] of 3695; 2·19 [1·36-3·53]), renal disease (44 [45·8%] of 96 vs 271 [16·0%] of 1690; 4·67 [2·21-9·88]), and cardiovascular disease (nine [23·1%] of 39 vs 155 [8·6%] of 1793; 2·79 [1·04-7·50]). Clinical features during the febrile phase associated with progression to severe disease were vomiting (329 [13·5%] of 2432 with vs 258 [6·8%] of 3797 without; 2·25 [1·87-2·71]), abdominal pain and tenderness (321 [17·7%] of 1814 vs 435 [8·1%] of 5357; 1·92 [1·35-2·74]), spontaneous or mucosal bleeding (147 [17·9%] of 822 vs 676 [10·8%] of 6235; 1·57 [1·13-2·19]), and the presence of clinical fluid accumulation (40 [42·1%] of 95 vs 212 [14·9%] of 1425; 4·61 [2·29-9·26]). During the first 4 days of illness, platelet count was lower (standardised mean difference -0·34 [95% CI -0·54 to -0·15]), serum albumin was lower (-0·5 [-0·86 to -0·15]), and aminotransferase concentrations were higher (aspartate aminotransferase [AST] 1·06 [0·54 to 1·57] and alanine aminotransferase [ALT] 0·73 [0·36 to 1·09]) among individuals who progressed to severe disease. Dengue virus serotype 2 was associated with severe disease in children. Secondary infections (vs primary infections) were also associated with severe disease (1682 [11·8%] of 14 252 with vs 507 [5·2%] of 9660 without; OR 2·26 [95% CI 1·65-3·09]). Although the included studies had a moderate to high risk of bias in terms of study confounding, the risk of bias was low to moderate in other domains. Heterogeneity of the pooled results varied from low to high on different factors.
interpretationThis analysis supports monitoring of the warning signs described in the 2009 WHO guidelines on dengue. In addition, testing for infecting serotype and monitoring platelet count and serum albumin, AST, and ALT concentrations during the febrile phase of illness could improve the early prediction of severe dengue.
fundingWellcome Trust, National Institute for Health Research, Collaborative Project to Increase Production of Rural Doctors, and Royal Thai Government.
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