Evidence map›Paper›PMID 40482292›Full record

ArticleNeoplasia (New York, N.Y.)2025

Single-cell proteomic analysis reveals Multiple Myeloma heterogeneity and the dynamics of the tumor immune microenvironment in precursor and advanced states.

Mohamed Kamal, Stephanie N Shishido, Jeremy Mason, Krina Patel, Elisabet E Manasanch, Robert Z Orlowski, Peter Kuhn

Erratum issuedAbstract read
In one paragraph

Article in Neoplasia (New York, N.Y.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Mohamed KamalConvergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Ange-les CA 90089, USA.
Stephanie N ShishidoConvergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Ange-les CA 90089, USA.
Jeremy MasonConvergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Ange-les CA 90089, USA; Catherine & Joseph Aresty Department of Urology, Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles CA 90033, USA.
Krina PatelDepartment of Lymphoma and Myeloma, USA.
Elisabet E ManasanchDepartment of Lymphoma and Myeloma, USA.
Robert Z OrlowskiDepartment of Lymphoma and Myeloma, USA; Department of Experimental Therapeutics, Division of Cancer Medicine, University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
Peter KuhnConvergent Science Institute for Cancer, Michelson Center, University of Southern California, Los Ange-les CA 90089, USA; Catherine & Joseph Aresty Department of Urology, Institute of Urology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA; Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles CA 90033, USA; Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA; Department of Aerospace and Mechanical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089, USA; Department of Biological Sciences, Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA 90089, USA. Electronic address: PKuhn@usc.edu.

Funding

USC/NORRIS COMPREHENSIVE CANCER CENTER (CORE) SUPPORTP30CA014089 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Fumito Ito · 1985 to 2026
$181.4M
Multi-modal Liquid Biopsy Early Assessment of Breast Cancer, Pancreatic Cancer, and Multiple MyelomaU01CA285013 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI KUHN, PETER · 2023 to 2025
$3.4M
Device for Preservation of Cell Free RNA in SalivaR21CA258013 · NCI · PRIME GENOMICS, INC. · PI NAUTIYAL, SHIVANI · 2021 to 2022
$460k
NCI NIH HHS P30 CA014089NCI NIH HHS R21 CA258013NCI NIH HHS U01 CA285013
6 · The paper itself

Abstract

Multiple myeloma (MM) is an aggressive hematologic malignancy arising from plasma cell (PC) proliferation in the bone marrow, progressing from its precursor states MGUS and SMM. Despite therapeutic advances, MM remains incurable, underscoring the need for better risk stratification and early detection. Tumor heterogeneity and dynamic immune microenvironment changes drive progression, yet bulk analyses overlook rare subpopulations critical to disease evolution and resistance. This study employed multiplexed targeted proteomics to characterize bone marrow aspirates (BMA) from 22 patients to observe the change in the distribution of PCs and tumor immune microenvironment (TiME) cells across MM disease states and controls. Bone marrow samples were processed, stained with a 29-metal-labeled antibody panel, and analyzed using computational clustering approaches. Clustering of PCs revealed changes in subtypes with disease progression, marked by shifts from CD45-positive/CD138-low subpopulations in precursor states to CD45-negative/CD138-high populations in advanced MM. Analysis of the TiME identified distinct immune phenotypes, with significant reductions in monocyte/macrophage and lymphoid clusters across MM states compared to controls. Notably, a distinct PC cluster enriched in NDMM and RRMM exhibited high BCMA and CD138 expression, suggesting a potential role in disease progression. These findings provide critical insights into MM evolution and immune landscape alterations, with implications for targeted therapeutic strategies.

Indexed as

Multiple MyelomaProteomeProteomicsSingle-Cell AnalysisTumor MicroenvironmentAgedBiomarkers, TumorDisease ProgressionFemaleHumansMaleMiddle AgedPlasma CellsBiomarkers, TumorProteomeMultiple myelomaPlasma cellsProteomicsTumor immune microenvironment

Identifiers

PMID40482292
PMCPMC12173141

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Registered trials

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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.