Evidence map›Paper›PMID 42349411›Full record

ArticleCell reports methods2026

MalDeepSeq panel: A targeted ultra-deep sequencing approach to trace drug resistance markers in Plasmodium falciparum.

Yanka E A R Salazar, Antonio M Rezende, Maria C S B Puça, Sonja Lagström, Danielle Fletcher, Julian Muwanguzi-Karugaba, Colin J Sutherland, Khalid B Beshir, Maria E P Mascarenhas, Jaime Louzada and 5 more

Abstract read
In one paragraph

Article in Cell reports methods, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Yanka E A R SalazarMolecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fiocruz Minas, Fundação Oswaldo Cruz, Fiocruz, Belo Horizonte, Brazil; Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Solna, Sweden.
Antonio M RezendeBiotechnology Applied to Pathogens Research Group, Instituto René Rachou, Fiocruz Minas, Fundação Oswaldo Cruz, Fiocruz, Belo Horizonte, Brazil.
Maria C S B PuçaMolecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fiocruz Minas, Fundação Oswaldo Cruz, Fiocruz, Belo Horizonte, Brazil; Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Solna, Sweden.
Sonja LagströmLife Sciences and Diagnostics Markets Group, Agilent Technologies Sweden AB, Solna, Sweden.
Danielle FletcherLife Sciences and Diagnostics Markets Group, Agilent Technologies LDA UK Limited, Cheadle, UK.
Julian Muwanguzi-KarugabaDepartment of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.
Colin J SutherlandDepartment of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.
Khalid B BeshirDepartment of Infection Biology, Faculty of Infectious and Tropical Diseases, London School of Hygiene and Tropical Medicine, London, UK.
Maria E P MascarenhasMolecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fiocruz Minas, Fundação Oswaldo Cruz, Fiocruz, Belo Horizonte, Brazil.
Jaime LouzadaUniversidade Federal de Roraima, Boa Vista, Brazil.
Joseli Oliveira-FerreiraLaboratório de Imunoparasitologia, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Fiocruz, Rio de Janeiro, Brazil.
Abdoulaye DjimdeMalaria Research and Training Center (MRTC), Faculty of Pharmacy, University of Science, Techniques and Technologies of Bamako, Bamako, Mali.
Dinora LopesClinical Tropical Medicine (CTM), Global Health and Tropical Medicine, Institute of Hygiene and Tropical Medicine, Nova University of Lisbon, Lisbon, Portugal.
Tais N de SousaMolecular Biology and Malaria Immunology Research Group, Instituto René Rachou, Fiocruz Minas, Fundação Oswaldo Cruz, Fiocruz, Belo Horizonte, Brazil; Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Solna, Sweden. Electronic address: tais.nobrega.de.sousa@ki.se.
José P GilDepartment of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Solna, Sweden; Clinical Tropical Medicine (CTM), Global Health and Tropical Medicine, Institute of Hygiene and Tropical Medicine, Nova University of Lisbon, Lisbon, Portugal.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The emergence of drug-resistant Plasmodium falciparum highlights the need for tools to detect minor parasite subpopulations before resistant lineages expand. We developed and validated a targeted ultra-deep sequencing framework for the full-length sequences of 48 antimalarial resistance genes. Performance was evaluated using 3D7:Dd2 mock mixtures and clinical samples after selective whole-genome amplification. The panel achieved high depth and breadth, including for dried blood spot samples. Using Dd2-fixed markers, Mutect2 and HaplotypeCaller reproduced expected variant-allele frequencies, with Mutect2 exhibiting lower global bias and error. A conservative truth set derived from Dd2-pure controls yielded perfect recall and no false-positives in 3D7 controls, with high recovery of true Dd2 variants in mock mixtures for both callers. In clinical samples, the panel captured within-host diversity and minority resistance alleles. Overall, these results demonstrate that targeted deep sequencing offers a cost-efficient, high-resolution approach for routine molecular surveillance of emerging drug resistance.

Indexed as

Drug ResistanceHigh-Throughput Nucleotide SequencingPlasmodium falciparumAntimalarialsGene FrequencyGenetic MarkersHumansMalaria, FalciparumAntimalarialsGenetic Markersantimalarial drug resistanceCP: geneticsCP: microbiologymolecular surveillancePlasmodium falciparumresistance markerstargeted deep sequencing

Identifiers

PMID42349411
PMCPMC13615499

What OpenQuestion holds

Textmetadata
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.