Evidence map›Paper›PMID 35245447›Full record

ArticleCancer cell2022

The proteogenomic subtypes of acute myeloid leukemia.

Ashok Kumar Jayavelu, Sebastian Wolf, Florian Buettner, Gabriela Alexe, Björn Häupl, Federico Comoglio, Constanze Schneider, Carmen Doebele, Dominik C Fuhrmann, Sebastian Wagner and 34 more

Open access · bronzeAbstract read
In one paragraph

Article in Cancer cell, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 92 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
92citing papers in PubMed, 1 pooled it
20.0field-weighted citation impact, top 1% of its field
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

92 citing papers in PubMed, 1 synthesis or guideline pooled it, 136 citations in OpenAlex.

  1. Pooled it
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  19. Comparative Analysis of High-Throughput Data in AML Detection.Advances in experimental medicine and biology · 2026
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32 more citing papers are in PubMed but not listed here.

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

44 authors at 15 institutions in 2 countries.

Ashok Kumar JayaveluDepartment of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany; Clinical Cooperation Unit Pediatric Leukemia, DKFZ and Department of Pediatric Oncology, Hematology and Immunology, University of Heidelberg, Germany; Hopp Children's Cancer Center Heidelberg - KiTZ, Heidelberg, Germany.
Sebastian WolfDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany.
Florian BuettnerGerman Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Department of Medicine, University Hospital Frankfurt, Goethe University, Frankfurt, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany.
Gabriela AlexeDivision of Hematology/Oncology, Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA.
Björn HäuplDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany.
Federico ComoglioenGene Statistics GmbH, Basel, Switzerland.
Constanze SchneiderDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Carmen DoebeleDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany.
Dominik C FuhrmannDepartment of Biochemistry I, Goethe University, Frankfurt, Germany.
Sebastian WagnerDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Elisa DonatoDivision of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany.
Carolin AndresenDivision of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany.
Anne C WilkeDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Alena ZindelDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany.
Dominique JahnDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany.
Bianca SplettstoesserDepartment of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany.
Uwe PlessmannBioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany.
Silvia MünchDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Khali Abou-El-ArdatDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Philipp MakowkaDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Fabian AckerDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Julius C EnssleDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Anjali CremerDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Frank SchnütgenDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany.
Nina KurrleDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany.
Björn ChapuyDepartment of Medical Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany; Department of Hematology, Oncology and Tumor Immunology, Charité, Campus Benjamin Franklin, University Medicine Berlin, Berlin, Germany.
Jens LöberDepartment of Medical Hematology and Oncology, University Medical Center Göttingen, Göttingen, Germany; Department of Hematology, Oncology and Tumor Immunology, Charité, Campus Benjamin Franklin, University Medicine Berlin, Berlin, Germany.
Sylvia HartmannDr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt, Germany.
Peter J WildDr. Senckenberg Institute of Pathology, University Hospital Frankfurt, Frankfurt, Germany.
Ilka WittigFunctional Proteomics, Institute of Cardiovascular Physiology, Goethe University, Frankfurt, Germany.
Daniel HübschmannDivision of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany; Pattern Recognition and Digital Medicine, Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM), Heidelberg, Germany; Computational Oncology, Molecular Precision Oncology Program, National Center for Tumor Diseases (NCT) Heidelberg and German Cancer Research Center (DKFZ), Heidelberg, Germany.
Lars KaderaliInstitute of Bioinformatics, University Medicine Greifswald, Greifswald, Germany.
Jürgen CoxComputational Systems Biochemistry Research Group, Max Planck Institute of Biochemistry, Martinsried, Germany.
Bernhard BrüneDepartment of Biochemistry I, Goethe University, Frankfurt, Germany.
Christoph RölligDepartment of Internal Medicine I, University Hospital Carl Gustav Carus TU Dresden, Dresden, Germany.
Christian ThiedeDepartment of Internal Medicine I, University Hospital Carl Gustav Carus TU Dresden, Dresden, Germany.
Björn SteffenDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany.
Martin BornhäuserDepartment of Internal Medicine I, University Hospital Carl Gustav Carus TU Dresden, Dresden, Germany; National Center for Tumor Diseases, Dresden (NCT/UCC), Dresden, Germany.
Andreas TrumppDivision of Stem Cells and Cancer, German Cancer Research Center (DKFZ) and DKFZ-ZMBH Alliance, Heidelberg, Germany; Heidelberg Institute for Stem Cell Technology and Experimental Medicine (HI-STEM gGmbH), Heidelberg, Germany; German Cancer Consortium (DKTK), Heidelberg, Germany.
Henning UrlaubBioanalytical Mass Spectrometry Group, Max Planck Institute for Biophysical Chemistry, Göttingen, Germany; Bioanalytics, Institute for Clinical Chemistry, University Medical Center Göttingen, Göttingen, Germany.
Kimberly StegmaierDivision of Hematology/Oncology, Department of Pediatric Oncology, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA; The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Hubert ServeDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany. Electronic address: hubert.serve@kgu.de.
Matthias MannDepartment of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany. Electronic address: mmann@biochem.mpg.de.
Thomas OellerichDepartment of Medicine II, Hematology/Oncology, University Hospital Frankfurt, Goethe University, Theodor-Stern-Kai 7, Frankfurt, Germany; German Cancer Consortium (DKTK), Partner Site Frankfurt/Mainz and German Cancer Research Center (DKFZ), Heidelberg, Germany; Frankfurt Cancer Institute, Goethe University Frankfurt, Frankfurt, Germany. Electronic address: thomas.oellerich@kgu.de.
Goethe University Frankfurt · DEUniversity Hospital Frankfurt · DEMax Planck Institute of Biochemistry · DEUniversitätsmedizin Göttingen · DEFrankfurt Cancer Institute · DEHeidelberg Institute for Stem Cell Technology and Experimental Medicine · DETechnische Universität Dresden · DEBoston Children's Hospital · USDana-Farber Cancer Institute · USDKFZ-ZMBH Alliance · DEGerman Cancer Research Center · DEHeidelberg University · DEMax Planck Institute for Biophysical Chemistry · DEUniversitätsmedizin Greifswald · DEUniversity Hospital Carl Gustav Carus · DE

Funding

Targeting SYK Kinase in AMLP50CA206963 · NCI · DANA-FARBER CANCER INST · PI STEGMAIER, KIMBERLY · 2017 to 2021
$10.6M
Integrating Transforming Approaches to Identify and Target New Vulnerabilities in CancerR35CA210030 · NCI · DANA-FARBER CANCER INST · PI STEGMAIER, KIMBERLY · 2016 to 2022
$7.3M
NCI NIH HHS P50 CA206963NCI NIH HHS R35 CA210030
6 · The paper itself

Abstract

Acute myeloid leukemia (AML) is an aggressive blood cancer with a poor prognosis. We report a comprehensive proteogenomic analysis of bone marrow biopsies from 252 uniformly treated AML patients to elucidate the molecular pathophysiology of AML in order to inform future diagnostic and therapeutic approaches. In addition to in-depth quantitative proteomics, our analysis includes cytogenetic profiling and DNA/RNA sequencing. We identify five proteomic AML subtypes, each reflecting specific biological features spanning genomic boundaries. Two of these proteomic subtypes correlate with patient outcome, but none is exclusively associated with specific genomic aberrations. Remarkably, one subtype (Mito-AML), which is captured only in the proteome, is characterized by high expression of mitochondrial proteins and confers poor outcome, with reduced remission rate and shorter overall survival on treatment with intensive induction chemotherapy. Functional analyses reveal that Mito-AML is metabolically wired toward stronger complex I-dependent respiration and is more responsive to treatment with the BCL2 inhibitor venetoclax.

Indexed as

Leukemia, Myeloid, AcuteProteogenomicsHumansProteomicsacute myeloid leukemiaBCL-2 inhibitorchemotherapymitochondrial oxidative phosphorylationmulti-omics data integrationproteogenomicsproteomicsvenetoclax

Identifiers

PMID35245447
PMCPMC12882723
OpenAlexW4214843261

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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.