Evidence map›Paper›PMID 42704601›Full record

ArticleClinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico2026

Pharmacogenomic diversity in Amazonian Indigenous populations: implications for Berlin-Frankfurt-Münster acute lymphoblastic leukemia therapy.

Luciana Pereira Colares Leitão, Natasha Monte, Juliana Carla Rodrigues Marcellino, André Maurício Ribeiro-Dos-Santos, Alayde Vieira Wanderley, Sandro José de Souza, Jorge Estefano de Santana Souza, Ândrea Ribeiro-Dos-Santos, Sidney Santos, João Farias Guerreiro and 1 more

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Article in Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico, 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
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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

11 authors.

Luciana Pereira Colares Leitão *Universidade Federal do Sul e Sudeste do Pará. Marabá, Pará, Brasil. colaresluciana@gmail.com.ORCID http://orcid.org/0000-0002-1635-7288
Natasha Monte *Núcleo de Pesquisas em Oncologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Hospital Universitário João de Barros Barreto, Unidade de Alta Complexidade em Oncologia, Belém, PA, 4487, Brazil.
Juliana Carla Rodrigues MarcellinoNúcleo de Pesquisas em Oncologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Hospital Universitário João de Barros Barreto, Unidade de Alta Complexidade em Oncologia, Belém, PA, 4487, Brazil.
André Maurício Ribeiro-Dos-SantosLaboratório de Genética Humana e Médica, Instituto de Ciências Biológicas, Universidade Federal do Pará, Belém, PA, 01, Brazil.
Alayde Vieira WanderleyNúcleo de Pesquisas em Oncologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Hospital Universitário João de Barros Barreto, Unidade de Alta Complexidade em Oncologia, Belém, PA, 4487, Brazil.
Sandro José de SouzaBioME, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil.
Jorge Estefano de Santana SouzaBioME, Universidade Federal do Rio Grande do Norte, Natal, RN, Brazil.
Ândrea Ribeiro-Dos-SantosNúcleo de Pesquisas em Oncologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Hospital Universitário João de Barros Barreto, Unidade de Alta Complexidade em Oncologia, Belém, PA, 4487, Brazil.
Sidney SantosNúcleo de Pesquisas em Oncologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Hospital Universitário João de Barros Barreto, Unidade de Alta Complexidade em Oncologia, Belém, PA, 4487, Brazil.
João Farias GuerreiroNúcleo de Pesquisas em Oncologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Hospital Universitário João de Barros Barreto, Unidade de Alta Complexidade em Oncologia, Belém, PA, 4487, Brazil.
Ney Pereira Carneiro Dos SantosNúcleo de Pesquisas em Oncologia, Instituto de Ciências Biológicas, Universidade Federal do Pará, Hospital Universitário João de Barros Barreto, Unidade de Alta Complexidade em Oncologia, Belém, PA, 4487, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study aimed to characterize pharmacogenomic variation in genes involved in the metabolism and transport of drugs used in Berlin-Frankfurt-Münster-based therapy in Amazonian Indigenous individuals and to compare allele frequencies with major continental populations. METHODS/PATIENTS: Whole-exome sequencing data previously generated from 64 healthy Indigenous individuals from 12 Amazonian ethnic groups were analyzed. A total of 120 genes associated with drugs used in Berlin-Frankfurt-Münster protocols were selected. Variants were annotated and filtered using bioinformatic quality-control criteria, and allele frequencies were compared with African, Admixed American, East Asian, European, and South Asian populations from the 1000 Genomes Project. Multidimensional scaling was used to assess population-level genetic similarity.

resultsAfter quality control, 648 variants were identified. Twenty-eight variants were observed exclusively in the Indigenous study population, including four nonsynonymous coding variants with moderate predicted impact. Significant allele-frequency differences were observed for ADA rs11555566, CBR3 rs881711, and CYP2B6 rs3745274; rs881711 and rs3745274 differed from all five reference populations. Multidimensional scaling showed a distinct Indigenous pharmacogenomic profile, with greater similarity to the Admixed American population.

conclusionsAmazonian Indigenous populations exhibit substantial pharmacogenomic diversity in genes relevant to Berlin-Frankfurt-Münster-based therapy. These findings identify candidate variants for functional and clinical validation and reinforce the importance of including underrepresented populations in pharmacogenomic research.

Indexed as

Acute lymphoblastic leukemiaAmazonian Indigenous populationsBerlin–Frankfurt–Münster protocolPharmacogenomicsPrecision medicineWhole-exome sequencing

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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.