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Record W2897129981 · doi:10.1016/j.ebiom.2018.10.016

New insights with miltefosine unresponsiveness in Brazilian Leishmania infantum isolates

2018· article· en· W2897129981 on OpenAlexaff
Arijit Bhattacharya, Marc Ouellette

Bibliographic record

VenueEBioMedicine · 2018
Typearticle
Languageen
FieldMedicine
TopicResearch on Leishmaniasis Studies
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsMiltefosineLeishmania infantumLeishmaniaLeishmaniasisVirologyBiologyImmunologyMedicineMicrobiologyVisceral leishmaniasisComputer scienceParasite hosting

Abstract

fetched live from OpenAlex

Visceral leishmaniasis (VL) is a neglected tropical disease caused by Leishmania donovani (Old world) and Leishmania infantum (New and Old world). It affects mostly the poorest of our society with the greatest burden in the Indian sub-continent, Eastern Africa and Brazil. The tens of thousands of people infected each year need to be treated but the choices are limited with 5 approved drugs (amphotericin B, antimonials, miltefosine, paromomycin, and pentamidine) each with limitations. Initially developed as an anti-tumor drug, Simon Croft first demonstrated the efficacy of miltefosine in experimental VL [[1]Croft S.L. Neal R.A. Pendergast W. Chan J.H. The activity of alkyl phosphorylcholines and related derivatives against Leishmania donovani.Biochem Pharmacol. 1987; 36: 2633-2636Crossref PubMed Scopus (187) Google Scholar]. Miltefosine had the distinct advantage of being active orally while the 4 remaining drugs require parenteral administration. Further development led in 2002 to the registration of miltefosine for treating VL in India. Initial efficacy reached 95% against L. donovani, although for a number of reasons the efficacy is decreasing [[2]Sunyoto T. Potet J. Boelaert M. Why miltefosine-a life-saving drug for leishmaniasis-is unavailable to people who need it the most.BMJ Glob Health. 2018; 3e000709Crossref PubMed Scopus (46) Google Scholar]. Nonetheless, the advantage of an oral route warranted clinical trials to test for miltefosine efficacy in other settings. Surprisingly, miltefosine was only 60% effective in a phase 2 dose-ranging trial in Brazil. In this issue of EBioMedicine, Carnielli and colleagues [[3]Carnielli J.B.T.C.K. Forrester S. Costa Silva V. Carvalho S.F.G. Damasceno J.D. Brown E. et al.A Leishmania infantum genetic marker associated with miltefosine treatment failure for visceral leishmaniasis.EBioMedicine. 2018; https://doi.org/10.1016/j.ebiom.2018.09.029Summary Full Text Full Text PDF PubMed Scopus (22) Google Scholar] investigated the molecular basis explaining the lack of miltefosine activity against L. infantum isolated from patients enrolled in this trial. The authors had access to pretreatment isolates coming from VL patients either cured (14 strains) or relapsing (12 strains) after miltefosine treatment. They sequenced the genome of those 26 strains and performed Genome-Wide Association Studies. This led to identification of a region on chromosome 31 harboring four genes (coding for two putative 3′-nucleotidase/nucleases, a helicase-like protein and a 3,2-trans-enoyl-CoA isomerase) which was termed the Miltefosine Sensitivity Locus (MSL). This locus was present in most isolates from cured patients but deleted from the isolates derived from patients who relapsed. Statistical analyses supported the association between the presence of the MSL and cure with miltefosine treatment, and a 9.4-fold higher risk of relapse when patients were infected with a strain deleted for the MSL. The mechanism of MSL loss was studied and is likely mediated by homologous recombination between repetitive elements bordering the MSL locus. Finally, Carnielli et al. [[3]Carnielli J.B.T.C.K. Forrester S. Costa Silva V. Carvalho S.F.G. Damasceno J.D. Brown E. et al.A Leishmania infantum genetic marker associated with miltefosine treatment failure for visceral leishmaniasis.EBioMedicine. 2018; https://doi.org/10.1016/j.ebiom.2018.09.029Summary Full Text Full Text PDF PubMed Scopus (22) Google Scholar] investigated the prevalence of the MLS in additional Brazilian L. infantum isolates. They found that strains from the Centre-East of Brazil had in majority a deletion of the MSL but a majority of those from the North East retained that locus. Of note, they report [[3]Carnielli J.B.T.C.K. Forrester S. Costa Silva V. Carvalho S.F.G. Damasceno J.D. Brown E. et al.A Leishmania infantum genetic marker associated with miltefosine treatment failure for visceral leishmaniasis.EBioMedicine. 2018; https://doi.org/10.1016/j.ebiom.2018.09.029Summary Full Text Full Text PDF PubMed Scopus (22) Google Scholar] that the MSL is universally present in L. donovani genomes available in database (a species responding to miltefosine). This manuscript clearly brings novel insights on miltefosine response in patients infected with Leishmania. Pending confirmation of the reported association with a greater number of isolates, this work may even have clinical implications where a simple PCR assay could indicate whether miltefosine treatment has a high likelihood of being effective. Our understanding of miltefosine resistance mechanisms in Leishmania is mostly derived from in vitro work where the main resistance mechanism is a loss of function mutation in the P-type ATPase miltefosine transporter (MT) [[4]Perez-Victoria F.J. Gamarro F. Ouellette M. Castanys S. Functional cloning of the miltefosine transporter. A novel P-type phospholipid translocase from Leishmania involved in drug resistance.J Biol Chem. 2003; 278: 49965-49971Summary Full Text Full Text PDF PubMed Scopus (184) Google Scholar]. Other mutations have been described but the loss of the MSL described by Carnielli et al. [[3]Carnielli J.B.T.C.K. Forrester S. Costa Silva V. Carvalho S.F.G. Damasceno J.D. Brown E. et al.A Leishmania infantum genetic marker associated with miltefosine treatment failure for visceral leishmaniasis.EBioMedicine. 2018; https://doi.org/10.1016/j.ebiom.2018.09.029Summary Full Text Full Text PDF PubMed Scopus (22) Google Scholar] is genuinely novel. This may highlight differences between in vitro selected Leishmania strains and clinical isolates although mutations in MT were described in clinical isolates of Old world Leishmania [[5]Cojean S. Houze S. Haouchine D. Huteau F. Lariven S. Hubert V. et al.Leishmania resistance to miltefosine associated with genetic marker.Emerg Infect Dis. 2012; 18: 704-706Crossref PubMed Scopus (68) Google Scholar,[6]Srivastava S. Mishra J. Gupta A.K. Singh A. Shankar P. Singh S. Laboratory confirmed miltefosine resistant cases of visceral leishmaniasis from India.Parasit Vectors. 2017; 10: 49Crossref PubMed Scopus (69) Google Scholar]. The discovery of the MSL is important but also brings several questions. How does its loss contribute to treatment failure? What is the selective advantage and driving forces for its deletion? There is no obvious link between the four genes coded by the MSL locus and known miltefosine mode of action. It remains to be determined whether the loss of the MSL has any impact on parasite susceptibility. In vitro susceptibility determinations (MIC, EC50) are usually a reasonable measure of treatment outcome for infectious diseases. However, this is neither standardized nor validated for Leishmania but miltefosine susceptibility in MLS− and MSL+ parasites need to be tested. It is also possible that the presence of the MSL, through the action of one of its 4 gene products, may lead to a more robust host response. The tools for manipulating the Leishmania genome are available for generating isogenic L. infantum strains −/+ MSL and test for the role of this locus in either parasite susceptibility or host response in animal models. If a functional link were established, this would justify clinical trials in the North East of Brazil where the majority of parasites are MSL+. If no functional link can be drawn, MSL could still serve as a biomarker for miltefosine response but this would require extensive validation. In conclusion, Carnielli et al. [[3]Carnielli J.B.T.C.K. Forrester S. Costa Silva V. Carvalho S.F.G. Damasceno J.D. Brown E. et al.A Leishmania infantum genetic marker associated with miltefosine treatment failure for visceral leishmaniasis.EBioMedicine. 2018; https://doi.org/10.1016/j.ebiom.2018.09.029Summary Full Text Full Text PDF PubMed Scopus (22) Google Scholar] have found a new locus well correlated to miltefosine response in Brazilian VL patients and additional work will indicate whether this biomarker can be use for predicting patient response to miltefosine. The authors do not have any conflict of interests to disclose. A Leishmania infantum genetic marker associated with miltefosine treatment failure for visceral leishmaniasisKnowledge on the presence or absence of the MSL in L. infantum will allow stratification of patients prior to treatment, helping to establish better therapeutic strategies for VL treatment. Full-Text PDF Open Access

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.244
Threshold uncertainty score0.982

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.016
GPT teacher head0.301
Teacher spread0.285 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations8
Published2018
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