Evidence map›Paper›PMID 34563255›Full record

ArticleParasites & vectors2021

TriatoScore: an entomological-risk score for Chagas disease vector control-surveillance.

Gilmar Ribeiro-Jr, Fernando Abad-Franch, Orlando M F de Sousa, Carlos G S Dos Santos, Eduardo O L Fonseca, Roberto F Dos Santos, Gabriel M Cunha, Cristiane M M de Carvalho, Renato B Reis, Rodrigo Gurgel-Gonçalves and 1 more

Abstract read
In one paragraph

Article in Parasites & vectors, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
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

11 citing papers in PubMed.

  1. Article
  2. New technologies for identification and surveillance of Chagas disease vectors.Revista da Sociedade Brasileira de Medicina Tropical · 2026
    Review
  3. Review
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Review
  10. Article
  11. Current research in parasitology & vector-borne diseases · 2022
    Review
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

11 authors.

Gilmar Ribeiro-Jr *Instituto Gonçalo Moniz, Fiocruz Bahia, Salvador, Bahia, Brazil. gilmarribeirojr@gmail.com.
Fernando Abad-Franch *Núcleo de Medicina Tropical, Faculdade de Medicina, Universidade de Brasília, Brasília, Distrito Federal, Brazil.
Orlando M F de SousaCoordenação Geral de Vigilância de Zoonoses e Doenças de Transmissão Vetorial, Secretaria de Vigilância em Saúde, Ministério da Saúde, Brasília, Distrito Federal, Brazil.
Carlos G S Dos SantosInstituto Gonçalo Moniz, Fiocruz Bahia, Salvador, Bahia, Brazil.
Eduardo O L FonsecaInstituto de Tecnologias da Saúde, Centro Universitário SENAI CIMATEC, Salvador, Bahia, Brazil.
Roberto F Dos SantosLaboratório Central de Saúde Pública Prof. Gonçalo Moniz, Secretaria de Saúde do Estado da Bahia, Salvador, Bahia, Brazil.
Gabriel M CunhaCentro de Atenção à Saúde José Maria de Magalhães Neto, Secretaria de Saúde do Estado da Bahia, Salvador, Bahia, Brazil.
Cristiane M M de CarvalhoCentro de Atenção à Saúde José Maria de Magalhães Neto, Secretaria de Saúde do Estado da Bahia, Salvador, Bahia, Brazil.
Renato B ReisUniversidade Salvador-UNIFACS, Salvador, Bahia, Brazil.
Rodrigo Gurgel-Gonçalves *Núcleo de Medicina Tropical, Faculdade de Medicina, Universidade de Brasília, Brasília, Distrito Federal, Brazil. gurgelrg@hotmail.com.
Mitermayer G Reis *Instituto Gonçalo Moniz, Fiocruz Bahia, Salvador, Bahia, Brazil. mitermayer.reis@fiocruz.br.

Funding

Fundação de Amparo à Pesquisa do Estado da Bahia nº 014 2013 (PET0023/2013)PROEP/CPqGM/Fiocruz-BA - scientific initiation scholarship grant process 400904/2013-6
6 · The paper itself

Abstract

backgroundTriatomine bugs transmit Chagas disease across Latin America, where vector control-surveillance is increasingly decentralized. Locally run systems often deal with highly diverse native-vector faunas-plus, in some areas, domestic populations of non-native species. Flexible entomological-risk indicators that cover native and non-native vectors and can support local decision-making are therefore needed.

methodsWe present a local-scale entomological-risk score ("TriatoScore") that leverages and builds upon information on the ecology-behavior and distribution-biogeography of individual triatomine bug species. We illustrate our approach by calculating TriatoScores for the 417 municipalities of Bahia state, Brazil. For this, we (i) listed all triatomine bug species recorded statewide; (ii) derived a "species relevance score" reflecting whether each species is native/non-native and, if native, whether/how often it invades/colonizes dwellings; (iii) mapped each species' presence by municipality; (iv) for native vectors, weighted presence by the proportion of municipal territory within ecoregions occupied by each species; (v) multiplied "species relevance score" × "weighted presence" to get species-specific "weighted scores"; and (vi) summed "weighted scores" across species to get municipal TriatoScores. Using standardized TriatoScores, we then grouped municipalities into high/moderate/low entomological-risk strata.

resultsTriatoScores were higher in municipalities dominated by dry-to-semiarid ecoregions than in those dominated by savanna-grassland or, especially, moist-forest ecoregions. Bahia's native triatomines can maintain high to moderate risk of vector-borne Chagas disease in 318 (76.3%) municipalities. Historical elimination of Triatoma infestans from 125 municipalities reduced TriatoScores by ~ 27% (range, 20-44%); eight municipalities reported T. infestans since Bahia was certified free of Trypanosoma cruzi transmission by this non-native species. Entomological-risk strata based on TriatoScores agreed well with Bahia's official disease-risk strata, but TriatoScores suggest that the official classification likely underestimates risk in 42 municipalities. Of 152 municipalities failing to report triatomines in 2006-2019, two and 71 had TriatoScores corresponding to, respectively, high and moderate entomological risk.

conclusionsTriatoScore can help control-surveillance managers to flexibly assess and stratify the entomological risk of Chagas disease at operationally relevant scales. Integrating eco-epidemiological, demographic, socioeconomic, or operational data (on, e.g., local-scale dwelling-infestation or vector-infection frequencies, land-use change and urbanization, housing conditions, poverty, or the functioning of control-surveillance systems) is also straightforward. TriatoScore may thus become a useful addition to the triatomine bug control-surveillance toolbox.

Indexed as

AnimalsBrazilChagas DiseaseEntomologyEnvironmentHousing QualityHumansInsect VectorsRisk FactorsTriatominaeTrypanosoma cruziChagas diseaseRisk stratificationTriatominaeVector controlVector surveillance

Identifiers

PMID34563255
PMCPMC8465766

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.