Evidence map›Paper›PMID 37217925›Full record

ArticleParasites & vectors2023

Transcriptomic analysis of benznidazole-resistant and susceptible Trypanosoma cruzi populations.

Davi Alvarenga Lima, Leilane Oliveira Gonçalves, João Luís Reis-Cunha, Paul Anderson Souza Guimarães, Jeronimo Conceição Ruiz, Daniel Barbosa Liarte, Silvane Maria Fonseca Murta

Open access · goldAbstract read
In one paragraph

Article in Parasites & vectors, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
5.4field-weighted citation impact, top 3% 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

20 citing papers in PubMed, 25 citations in OpenAlex.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Pathogens (Basel, Switzerland) · 2025
    Article
  10. Coinfection by multipleMicrobiology and molecular biology reviews : MMBR · 2025
    Review
  11. Review
  12. Article
  13. Article
  14. Review
  15. Article
  16. In Vitro Antiprotozoal Activity ofPlants (Basel, Switzerland) · 2024
    Article
  17. Review
  18. Article
  19. Review
  20. 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

7 authors at 3 institutions in 2 countries.

Davi Alvarenga LimaGenômica Funcional de Parasitos, Instituto René Rachou (IRR/Fiocruz Minas), Av. Augusto de Lima 1715, Belo Horizonte, MG, CEP 30190-002, Brazil.
Leilane Oliveira GonçalvesInformática de Biossistemas, Genômica e Bioengenharia, Instituto René Rachou (IRR/Fiocruz Minas), Belo Horizonte, MG, Brazil.
João Luís Reis-CunhaDepartment of Biology, University of York, York, UK.
Paul Anderson Souza GuimarãesInformática de Biossistemas, Genômica e Bioengenharia, Instituto René Rachou (IRR/Fiocruz Minas), Belo Horizonte, MG, Brazil.
Jeronimo Conceição RuizInformática de Biossistemas, Genômica e Bioengenharia, Instituto René Rachou (IRR/Fiocruz Minas), Belo Horizonte, MG, Brazil.
Daniel Barbosa LiarteDepartamento de Biologia, Universidade Federal do Piauí, Teresina, PI, Brazil.
Silvane Maria Fonseca MurtaGenômica Funcional de Parasitos, Instituto René Rachou (IRR/Fiocruz Minas), Av. Augusto de Lima 1715, Belo Horizonte, MG, CEP 30190-002, Brazil. silvane.murta@fiocruz.br.
Fundação Oswaldo Cruz · BRUniversidade Federal do Piauí · BRUniversity of York · GB

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico CNPq 304158/2019-4Fundação de Amparo à Pesquisa do Estado de Minas Gerais FAPEMIG - APQ 02816-21Programa INOVA FIOCRUZ VPPCB-007-FIO-18-2-94
6 · The paper itself

Abstract

backgroundChagas disease (CD), caused by the parasite Trypanosoma cruzi, is a serious public health concern in Latin America. Nifurtimox and benznidazole (BZ), the only two drugs currently approved for the treatment of CD, have very low efficacies in the chronic phase of the disease and several toxic side effects. Trypanosoma cruzi strains that are naturally resistant to both drugs have been reported. We performed a comparative transcriptomic analysis of wild-type and BZ-resistant T. cruzi populations using high-throughput RNA sequencing to elucidate the metabolic pathways related to clinical drug resistance and identify promising molecular targets for the development of new drugs for treating CD.

methodsAll complementary DNA (cDNA) libraries were constructed from the epimastigote forms of each line, sequenced and analysed using the Prinseq and Trimmomatic tools for the quality analysis, STAR as the aligner for mapping the reads against the reference genome (T. cruzi Dm28c-2018), the Bioconductor package EdgeR for statistical analysis of differential expression and the Python-based library GOATools for the functional enrichment analysis.

resultsThe analytical pipeline with an adjusted P-value of < 0.05 and fold-change > 1.5 identified 1819 transcripts that were differentially expressed (DE) between wild-type and BZ-resistant T. cruzi populations. Of these, 1522 (83.7%) presented functional annotations and 297 (16.2%) were assigned as hypothetical proteins. In total, 1067 transcripts were upregulated and 752 were downregulated in the BZ-resistant T. cruzi population. Functional enrichment analysis of the DE transcripts identified 10 and 111 functional categories enriched for the up- and downregulated transcripts, respectively. Through functional analysis we identified several biological processes potentially associated with the BZ-resistant phenotype: cellular amino acid metabolic processes, translation, proteolysis, protein phosphorylation, RNA modification, DNA repair, generation of precursor metabolites and energy, oxidation-reduction processes, protein folding, purine nucleotide metabolic processes and lipid biosynthetic processes.

conclusionsThe transcriptomic profile of T. cruzi revealed a robust set of genes from different metabolic pathways associated with the BZ-resistant phenotype, proving that T. cruzi resistance mechanisms are multifactorial and complex. Biological processes associated with parasite drug resistance include antioxidant defenses and RNA processing. The identified transcripts, such as ascorbate peroxidase (APX) and iron superoxide dismutase (Fe-SOD), provide important information on the resistant phenotype. These DE transcripts can be further evaluated as molecular targets for new drugs against CD.

Indexed as

Chagas DiseaseNitroimidazolesTrypanocidal AgentsTrypanosoma cruziGene Expression ProfilingHumansTranscriptomebenzonidazoleNitroimidazolesTrypanocidal AgentsBenznidazoleChagas diseaseResistanceRNAseqTranscriptomicsTrypanosoma cruzi

Identifiers

PMID37217925
PMCPMC10204194
OpenAlexW4377289045

What Socratic 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 Socratic graph.