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Host transcriptomic signature as alternative test-of-cure in visceral leishmaniasis patients co-infected with HIV.
- Source :
-
EBioMedicine [EBioMedicine] 2020 May; Vol. 55, pp. 102748. Date of Electronic Publication: 2020 Apr 28. - Publication Year :
- 2020
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Abstract
- Background: Visceral leishmaniasis (VL) treatment in HIV patients very often fails and is followed by high relapse and case-fatality rates. Hence, treatment efficacy assessment is imperative but based on invasive organ aspiration for parasite detection. In the search of a less-invasive alternative and because the host immune response is pivotal for treatment outcome in immunocompromised VL patients, we studied changes in the whole blood transcriptional profile of VL-HIV patients during treatment.<br />Methods: Embedded in a clinical trial in Northwest Ethiopia, RNA-Seq was performed on whole blood samples of 28 VL-HIV patients before and after completion of a 29-day treatment regimen of AmBisome or AmBisome/miltefosine. Pathway analyses were combined with a machine learning approach to establish a clinically-useful 4-gene set.<br />Findings: Distinct signatures of differentially expressed genes between D0 and D29 were identified for patients who failed treatment and were successfully treated. Pathway analyses in the latter highlighted a downregulation of genes associated with host cellular activity and immunity, and upregulation of antimicrobial peptide activity in phagolysosomes. No signs of disease remission nor pathway enrichment were observed in treatment failure patients. Next, we identified a 4-gene pre-post signature (PRSS33, IL10, SLFN14, HRH4) that could accurately discriminate treatment outcome at end of treatment (D29), displaying an average area-under-the-ROC-curve of 0.95 (CI: 0.75-1.00).<br />Interpretation: A simple blood-based signature thus holds significant promise to facilitate treatment efficacy monitoring and provide an alternative test-of-cure to guide patient management in VL-HIV patients.<br />Funding: Project funding was provided by the AfricoLeish project, supported by the European Union Seventh Framework Programme (EU FP7).<br />Competing Interests: Declaration of Competing Interest The authors declare that there are no competing interests.<br /> (Copyright © 2020 The Author(s). Published by Elsevier B.V. All rights reserved.)
- Subjects :
- Adult
Amphotericin B therapeutic use
Coinfection
Endoribonucleases blood
Endoribonucleases genetics
Female
Gene Expression Regulation
HIV pathogenicity
HIV Infections virology
Host-Pathogen Interactions genetics
Humans
Interleukin-10 blood
Interleukin-10 genetics
Leishmania donovani growth & development
Leishmania donovani pathogenicity
Leishmaniasis, Visceral parasitology
Leishmaniasis, Visceral pathology
Male
Phagosomes metabolism
Phagosomes parasitology
Phosphorylcholine analogs & derivatives
Phosphorylcholine therapeutic use
Receptors, Histamine H4 blood
Receptors, Histamine H4 genetics
Recurrence
Serine Proteases blood
Serine Proteases genetics
Treatment Failure
Antiprotozoal Agents therapeutic use
Leishmania donovani drug effects
Leishmaniasis, Visceral drug therapy
Leishmaniasis, Visceral genetics
Transcriptome
Subjects
Details
- Language :
- English
- ISSN :
- 2352-3964
- Volume :
- 55
- Database :
- MEDLINE
- Journal :
- EBioMedicine
- Publication Type :
- Academic Journal
- Accession number :
- 32361248
- Full Text :
- https://doi.org/10.1016/j.ebiom.2020.102748