Evidence map›Paper›PMID 38942927›Full record

ArticleNature cancer2024

The proteogenomic landscape of multiple myeloma reveals insights into disease biology and therapeutic opportunities.

Evelyn Ramberger, Valeriia Sapozhnikova, Yuen Lam Dora Ng, Anna Dolnik, Matthias Ziehm, Oliver Popp, Eric Sträng, Miriam Kull, Florian Grünschläger, Josefine Krüger and 25 more

Abstract read
In one paragraph

Article in Nature cancer, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed, 1 pooled it
–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

29 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  6. [European journal of nuclear medicine and molecular imaging · 2026
    Article
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  11. Emerging roles of RNA mInternational journal of oncology · 2026
    Review
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  18. Phosphorylation Protects Oncogenic RAS from LZTR1-Mediated Degradation.bioRxiv : the preprint server for biology · 2026
    Article
  19. Article
  20. Article
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

35 authors.

Evelyn RambergerCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0000-0003-2760-2696
Valeriia SapozhnikovaCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Yuen Lam Dora NgCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Anna DolnikCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Matthias ZiehmMax Delbrück Center for Molecular Medicine, Berlin, Germany.ORCID 0000-0001-7074-4054
Oliver PoppMax Delbrück Center for Molecular Medicine, Berlin, Germany.
Eric SträngCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Miriam KullInternal Medicine III, University Hospital Ulm, Ulm, Germany.
Florian GrünschlägerGerman Cancer Research Center (DKFZ), Heidelberg, Germany.ORCID 0000-0003-0021-6912
Josefine KrügerCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0000-0001-5789-4082
Manuela BenaryBerlin Institute of Health, Berlin, Germany.ORCID 0000-0002-3067-2030
Sina MüllerCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0009-0003-6363-5599
Xiang GaoInternal Medicine III, University Hospital Ulm, Ulm, Germany.
Arunima MurgaiCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0000-0001-9767-7402
Mohamed HajiMax Delbrück Center for Molecular Medicine, Berlin, Germany.
Annika SchmidtCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Raphael LutzGerman Cancer Research Center (DKFZ), Heidelberg, Germany.
Axel NogaiCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Jan BrauneCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0000-0003-2026-2641
Dominik LaueCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0000-0002-7237-9414
Christian LangerInternal Medicine III, University Hospital Ulm, Ulm, Germany.
Cyrus KhandanpourDepartment of Medicine A, Hematology, Oncology and Pneumology, University Hospital Muenster, Muenster, Germany.
Florian BassermannDepartment of Medicine III, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany.ORCID 0000-0003-4435-2609
Hartmut DöhnerInternal Medicine III, University Hospital Ulm, Ulm, Germany.ORCID 0000-0003-2116-5536
Monika EngelhardtFreiburg University Hospital, Freiburg, Germany.ORCID 0000-0003-0405-1676
Christian StrakaMedizinische Klinik, München Klinik Schwabing, Munich, Germany.
Michael HundemerDepartment of Medicine V, Hematology, Oncology and Rheumatology, Heidelberg University Hospital, Heidelberg, Germany.ORCID 0000-0002-5596-2405
Dieter BeuleBerlin Institute of Health, Berlin, Germany.ORCID 0000-0002-3284-0632
Simon HaasCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0000-0001-9227-2051
Ulrich KellerCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.ORCID 0000-0002-8485-1958
Hermann EinseleDepartment of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany.ORCID 0000-0002-7680-0819
Lars BullingerCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany.
Stefan KnopDepartment of Internal Medicine II, University Hospital Würzburg, Würzburg, Germany. stefan.knop@klinikum-nuernberg.de.ORCID 0000-0003-1276-6639
Philipp MertinsMax Delbrück Center for Molecular Medicine, Berlin, Germany. philipp.mertins@mdc-berlin.de.ORCID 0000-0002-2245-528X
Jan KrönkeCharité - Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany. jan.kroenke@charite.de.ORCID 0000-0002-4649-0506

Funding

Bundesministerium für Bildung und Forschung (Federal Ministry of Education and Research) 031L0220BDeutsche Forschungsgemeinschaft (German Research Foundation) Emmy-Noether Program Kr3886/ 2-2 and SBF-1074
6 · The paper itself

Abstract

Multiple myeloma (MM) is a plasma cell malignancy of the bone marrow. Despite therapeutic advances, MM remains incurable, and better risk stratification as well as new therapies are therefore highly needed. The proteome of MM has not been systematically assessed before and holds the potential to uncover insight into disease biology and improved prognostication in addition to genetic and transcriptomic studies. Here we provide a comprehensive multiomics analysis including deep tandem mass tag-based quantitative global (phospho)proteomics, RNA sequencing, and nanopore DNA sequencing of 138 primary patient-derived plasma cell malignancies encompassing treatment-naive MM, plasma cell leukemia and the premalignancy monoclonal gammopathy of undetermined significance, as well as healthy controls. We found that the (phospho)proteome of malignant plasma cells are highly deregulated as compared with healthy plasma cells and is both defined by chromosomal alterations as well as posttranscriptional regulation. A prognostic protein signature was identified that is associated with aggressive disease independent of established risk factors in MM. Integration with functional genetics and single-cell RNA sequencing revealed general and genetic subtype-specific deregulated proteins and pathways in plasma cell malignancies that include potential targets for (immuno)therapies. Our study demonstrates the potential of proteogenomics in cancer and provides an easily accessible resource for investigating protein regulation and new therapeutic approaches in MM.

Indexed as

Multiple MyelomaProteogenomicsAgedFemaleGene Expression Regulation, NeoplasticHumansMaleMiddle AgedMonoclonal Gammopathy of Undetermined SignificancePlasma CellsPrognosisProteomeProteome

Identifiers

PMID38942927
PMCPMC11358022

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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.