Evidence map›Paper›PMID 32693402›Full record

ArticlePLoS neglected tropical diseases2020

A clinical scoring system to predict long-term arthralgia in Chikungunya disease: A cohort study.

Laise de Moraes, Thiago Cerqueira-Silva, Victor Nobrega, Kevan Akrami, Luciane Amorim Santos, Cibele Orge, Paula Casais, Lais Cambui, Rita de Cássia Pontello Rampazzo, Karen Soares Trinta and 10 more

Open access · goldAbstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
3.1field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.

  1. Pooled it
  2. Characterization of the clinical forms of chronic chikungunya: an observational cohort study in Rio de Janeiro.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2026
    Observational
  3. Article
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  9. Systematic Review of the Ovitrap Surveillance ofTropical medicine and infectious disease · 2025
    Review
  10. Article
  11. Nomogram for the prediction of relapse factors in patients with neuromyelitis optica spectrum disorder during rituximab treatment.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2025
    Article
  12. Article
  13. Chikungunya virus antepartum transmission and abnormal infant outcomes in a cohort of pregnant women in Nigeria.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2024
    Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Article
  19. Arthralgia resolution rate following chikungunya virus infection.International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases · 2021
    Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors at 6 institutions in 3 countries.

Laise de MoraesInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Thiago Cerqueira-SilvaInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.ORCID 0000-0003-4534-2509
Victor NobregaInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Kevan AkramiInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Luciane Amorim SantosInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Cibele OrgeInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Paula CasaisInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Lais CambuiInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Rita de Cássia Pontello RampazzoInstituto de Biologia Molecular do Paraná, Curitiba, PR, Brasil.
Karen Soares TrintaFundação Oswaldo Cruz, Bio-Manguinhos, Rio de Janeiro, RJ, Brazil.ORCID 0000-0002-2061-5059
Camila Amato MontalbanoFaculdade de Medicina, Universidade do Mato Grosso do Sul, Campo Grande- MS, Brazil.
Maria Jania TeixeiraFaculdade de Medicina, Universidade Federal do Ceará, Fortaleza-CE, Brazil.
Luciano Pamplona CavalcanteFaculdade de Medicina, Universidade Federal do Ceará, Fortaleza-CE, Brazil.
Bruno B AndradeInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Rivaldo Venâncio da CunhaFaculdade de Medicina, Universidade do Mato Grosso do Sul, Campo Grande- MS, Brazil.
Marco Aurélio KriegerInstituto de Biologia Molecular do Paraná, Curitiba, PR, Brasil.
Manoel Barral-NettoInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Aldina BarralInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Ricardo KhouriInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Viviane Sampaio BoaventuraInstituto Gonçalo Moniz (IGM)-Fundação Oswaldo Cruz (Fiocruz) Bahia.
Universidade Federal da Bahia · BRFundação Oswaldo Cruz · BRInstituto de Biologia Molecular do Paraná · BRUniversidade Federal de Mato Grosso do Sul · BRUniversidade Federal do Ceará · BRUniversity of California San Diego · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundChikungunya virus (CHIKV) has caused worldwide epidemics that impose a major burden on health systems. Approximately half of infected individuals develop chronic debilitating arthralgia, affecting their quality of life. Here, we identified the relevant clinical and demographic variables in the acute phase of CHIKV infection prospectively linked to chronic arthralgia to elaborate a prognostic scoring system.

methodsAcute CHIKV infection cases (n = 134) confirmed by serology or molecular test were examined <10 days of disease onset and followed for one year to evaluate for disease progression. Potential risk factors for chronic arthralgia were evaluated by multivariate analysis to develop a prognostic scoring system, which was subsequently tested in an independent validation cohort consisting of 42 individuals.

resultsA total of 107 out of 134 (80%) acute CHIKV-confirmed cases from the derivation cohort were re-examined one year after enrollment. Chronic arthralgia post-CHIKV infection was diagnosed in 64 (60%). Five of the 12 parameters evaluated in the acute phase were statistically associated with persistent arthralgia and were further tested by Bayesian analysis. These variables were weighted to yield a prognosis score denominated SHERA (Sex, Hypertension, Edema, Retroocular pain, Age), which exhibited 81.3% accuracy in predicting long-term arthralgia post-CHIKV infection in the derivation cohort, and 76.5% accuracy in the validation cohort.

conclusionsThe simplified and externally validated prognostic scoring system, SHERA, is a useful method to screen acutely CHIKV-infected patients at elevated risk of chronic arthralgia who will benefit from specific interventions. This tool could guide public health policies, particularly in resource-constrained settings.

Indexed as

AdultArthralgiaChikungunya FeverCohort StudiesFemaleHumansMaleMiddle AgedReproducibility of ResultsRisk FactorsYoung Adult

Identifiers

PMID32693402
PMCPMC7373495
OpenAlexW3044991665

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.