Evidence map›Paper›PMID 42875447›Full record

ArticleNPJ precision oncology2026

Multi-omics profiling identifies triciribine as a biomarker-guided antimetabolite therapy for acute lymphoblastic leukemia.

Xuekang Qi, Georgios Mermelekas, Ondrej Hodek, Luay Aswad, Quentin Glaziou, Isabelle Rose Leo, Nona Struyf, Femke M Hormann, Ioannis Siavelis, Henri Colyn Bwanika and 8 more

Abstract read
In one paragraph

Article in NPJ precision oncology, 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

18 authors.

Xuekang QiClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden. xuekang.qi@ki.se.ORCID https://orcid.org/0000-0002-2659-309X
Georgios MermelekasClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Ondrej HodekSwedish Metabolomics Centre, Department of Forest Genetics and Plant Physiology, Swedish University of Agricultural Sciences, Umeå, Sweden.ORCID https://orcid.org/0000-0001-8307-9575
Luay AswadClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Quentin GlaziouClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Isabelle Rose LeoClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Nona StruyfMolecular Precision Medicine, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.ORCID https://orcid.org/0000-0002-6975-0753
Femke M HormannDepartment of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Ioannis SiavelisClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Henri Colyn BwanikaDepartment of Oncology-Pathology, Karolinska Institutet, J6:140 BioClinicum, Akademiska stråket 1, 171 64, Solna, Sweden.ORCID https://orcid.org/0000-0002-0834-4153
Owen F J HoveyClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.ORCID http://orcid.org/0000-0003-3623-9569
Martin HaraldssonChemical Biology Consortium Sweden, Science for Life Laboratory, Department of Medical Biochemistry and Biophysics, Karolinska Institutet, 171 65, Stockholm, Sweden.
Sean G RuddDepartment of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Annika I JohanssonSwedish Metabolomics Centre, Department of Plant Physiology, Umeå University, Umeå, Sweden.
Tom ErkersMolecular Precision Medicine, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Katja Pokrovskaja TammDepartment of Oncology-Pathology, Karolinska Institutet, J6:140 BioClinicum, Akademiska stråket 1, 171 64, Solna, Sweden.
Janne LehtiöClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden.
Rozbeh JafariClinical Proteomics Mass Spectrometry, Department of Oncology-Pathology, Karolinska Institutet, Science for Life Laboratory, Tomtebodavägen 23A, 171 65, Solna, Sweden. rozbeh.jafari@ki.se.

Funding

Barncancerfonden TJ2016-0035, PR2016-0019, PR2019-0025, PR2022-0009 and PR2024-0065Cancer Research Foundations of Radiumhemmet 221132 and 241243KI Research Foundation Grants 2024-02353The Dr. Åke Olsson Foundation for Hematological Research 2021-00130The Swedish Cancer Society 23 2843 Pj and 24 0866 SIAThe Swedish Cancer Society 24 0829 PTThe Swedish Cancer Society 26-5197-IA-SIAThe Swedish Research Council 2017-01653
6 · The paper itself

Abstract

Acute lymphoblastic leukemia (ALL) exhibits molecular and metabolic heterogeneity that limits therapeutic efficacy. Although antimetabolites remain central to ALL treatment, determinants of therapeutic sensitivity and resistance remain incompletely understood. Here, we investigated the activity and molecular response landscape of the purine analog triciribine (TCN) across diverse ALL models using integrated phosphoproteomics, thermal proteome profiling, and quantitative proteomics. TCN showed potent cytotoxicity across ALL cell lines and a drug response profile distinct from canonical PI3K-Akt-mTOR inhibitors. Early phosphoproteomics revealed no consistent suppression of Akt pathway signaling, with transient activation of several Akt-associated readouts and inhibition of cyclin-dependent kinase signaling. The monophosphorylated metabolite TCN-P was the predominant intracellular active species, and adenosine kinase (ADK) was required for TCN-P generation and cytotoxicity. Proteome Integral Solubility Alteration profiling identified candidate TCN-P interactions involving nucleotide metabolism, DNA replication, and protein synthesis, associated with impaired purine biosynthesis, DNA damage, translational stress, and cell-cycle perturbation. Across ALL cell lines and primary samples, ADK levels correlated positively with TCN sensitivity, supporting ADK-dependent metabolism as a major determinant of therapeutic response. Together, these findings identify TCN as a metabolically activated antileukemic agent with broad antimetabolite activity and nominate ADK as a potential predictive biomarker for precision therapy in ALL.

Identifiers

PMID42875447
PMCPMC13669360

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