Evidence map›Paper›PMID 37568580›Full record

ArticleCancers2023

Proteomic and Metabolomic Analysis of Bone Marrow and Plasma from Patients with Extramedullary Multiple Myeloma Identifies Distinct Protein and Metabolite Signatures.

Katie Dunphy, Despina Bazou, Michael Henry, Paula Meleady, Juho J Miettinen, Caroline A Heckman, Paul Dowling, Peter O'Gorman

Open access · goldAbstract read
In one paragraph

Article in Cancers, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
3.2field-weighted citation impact, top 8% 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

11 citing papers in PubMed, 1 synthesis or guideline pooled it, 11 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Extramedullary Disease-Achilles Heel in Myeloma?American journal of hematology · 2026
    Review
  4. Article
  5. Article
  6. Article
  7. [Progress in metabolomics of multiple myeloma].Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi · 2025
    Review
  8. Review
  9. Review
  10. Article
  11. 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

8 authors at 4 institutions in 2 countries.

Katie DunphyDepartment of Biology, Maynooth University, W23 F2K8 Kildare, Ireland.ORCID 0000-0001-7681-8675
Despina BazouDepartment of Haematology, Mater Misericordiae University Hospital, D07 AX57 Dublin, Ireland.ORCID 0000-0002-0934-1106
Michael HenryNational Institute for Cellular Biotechnology, Dublin City University, D09 NR58 Dublin, Ireland.
Paula MeleadyNational Institute for Cellular Biotechnology, Dublin City University, D09 NR58 Dublin, Ireland.
Juho J MiettinenInstitute for Molecular Medicine Finland-FIMM, HiLIFE-Helsinki Institute of Life Science, iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, 00290 Helsinki, Finland.ORCID 0000-0002-3987-1693
Caroline A HeckmanInstitute for Molecular Medicine Finland-FIMM, HiLIFE-Helsinki Institute of Life Science, iCAN Digital Precision Cancer Medicine Flagship, University of Helsinki, 00290 Helsinki, Finland.ORCID 0000-0002-4324-8706
Paul DowlingDepartment of Biology, Maynooth University, W23 F2K8 Kildare, Ireland.
Peter O'GormanDepartment of Haematology, Mater Misericordiae University Hospital, D07 AX57 Dublin, Ireland.
Dublin City University · IEMater Misericordiae University Hospital · IENational University of Ireland, Maynooth · IEUniversity of Helsinki · FI

Funding

Mater Foundation Funding MF092University College Dublin SF20022
6 · The paper itself

Abstract

Multiple myeloma (MM) is an incurable haematological malignancy of plasma cells in the bone marrow. In rare cases, an aggressive form of MM called extramedullary multiple myeloma (EMM) develops, where myeloma cells enter the bloodstream and colonise distal organs or soft tissues. This variant is associated with refractoriness to conventional therapies and a short overall survival. The molecular mechanisms associated with EMM are not yet fully understood. Here, we analysed the proteome of bone marrow mononuclear cells and blood plasma from eight patients (one serial sample) with EMM and eight patients without extramedullary spread. The patients with EMM had a significantly reduced overall survival with a median survival of 19 months. Label-free mass spectrometry revealed 225 proteins with a significant differential abundance between bone marrow mononuclear cells (BMNCs) isolated from patients with MM and EMM. This plasma proteomics analysis identified 22 proteins with a significant differential abundance. Three proteins, namely vascular cell adhesion molecule 1 (VCAM1), pigment epithelium derived factor (PEDF), and hepatocyte growth factor activator (HGFA), were verified as the promising markers of EMM, with the combined protein panel showing excellent accuracy in distinguishing EMM patients from MM patients. Metabolomic analysis revealed a distinct metabolite signature in EMM patient plasma compared to MM patient plasma. The results provide much needed insight into the phenotypic profile of EMM and in identifying promising plasma-derived markers of EMM that may inform novel drug development strategies.

Indexed as

clinical proteomicsextramedullary diseaseextramedullary multiple myelomamass spectrometrymetabolomicsmultiple myelomaproteomics

Identifiers

PMID37568580
PMCPMC10417544
OpenAlexW4385320824

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.