Evidence map›Paper›PMID 42233980›Full record

ArticleCancer research2026

Integrated Genomic and Epigenomic Analysis Reveals Epigenetic Plasticity in Disease Progression and Multidrug Resistance in Multiple Myeloma.

Rafael R Canevarolo, Praneeth Reddy Sudalagunta, Mark B Meads, Maria Silva, Xiaohong Zhao, Dario Magaletti, Raghunandan Reddy Alugubelli, Gabriel DeAvila, Daniel DeAvila, Erez Persi and 25 more

Abstract read
In one paragraph

Article in Cancer research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

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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.

Rafael R CanevaroloDepartment of Metabolism and Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-8722-8512
Praneeth Reddy SudalaguntaDepartment of Metabolism and Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-1283-9332
Mark B MeadsDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0009-0008-0259-1875
Maria SilvaDepartment of Metabolism and Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0009-0008-6787-6695
Xiaohong ZhaoDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-4064-7426
Dario MagalettiDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0009-0005-2371-9290
Raghunandan Reddy AlugubelliDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-4314-1204
Gabriel DeAvilaDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-3826-862X
Daniel DeAvilaDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0009-0006-5421-3425
Erez PersiComputational Biology Branch, Division of Intramural Research, National Library of Medicine, National Institutes of Health, Bethesda, Maryland.ORCID 0009-0001-3228-5552
Francesco MauraMyeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-5017-1620
Elissa T BellDepartment of Biological Science, Florida State University, Tallahassee, Florida.ORCID 0000-0002-0171-115X
Ryan T BishopDepartment of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-1332-4798
Christopher L CubittImmune Monitoring Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0001-6343-7451
Samer S SansilCancer Pharmacokinetics and Pharmacodynamics Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0001-8372-7149
Wei ZhangDepartment of Computer Science, University of Central Florida, Orlando, Florida.ORCID 0000-0003-3605-9373
Jamie K TeerDepartment of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-4513-0282
Mingxiang TengDepartment of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-8536-8941
Sean J YoderMolecular Genomics Core, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-3120-3279
Erin M SiegelDepartment of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-1779-2510
Bijal D ShahDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-4328-6021
Taiga NishihoriDepartment of Blood and Marrow Transplant and Cellular Therapies, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-2621-7924
Lori HazlehurstDepartment of Pharmaceutical Sciences, West Virginia University, Morgantown, West Virginia.ORCID 0000-0001-7040-4084
Conor C LynchDepartment of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-4506-6244
Ola LandgrenDivision of Myeloma, Sylvester Comprehensive Cancer Center, University of Miami, Miami, Florida.ORCID 0000-0001-6485-4839
Oliver HamptonAster Insights, Tampa, Florida.ORCID 0000-0001-9164-1070
Robert A GatenbyDepartments of Radiology and Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-1621-1510
Daniel M SullivanDepartment of Blood and Marrow Transplant and Cellular Therapies, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0009-0003-0951-9781
Jason BrayerDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-1126-2279
William DaltonDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-2582-0454
John L ClevelandDepartment of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0002-7561-9065
Melissa AlsinaDepartment of Blood and Marrow Transplant and Cellular Therapies, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-4946-823X
Rachid BazDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-4538-4733
Kenneth H ShainDepartment of Malignant Hematology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-4178-8888
Ariosto S SilvaDepartment of Metabolism and Physiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.ORCID 0000-0003-3237-9986

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI John L. Cleveland · 1998 to 2026
$93.5M
Tumor Biology Research ProgramP30CA240139 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Stephen D. Nimer · 2019 to 2026
$24.1M
"Research Supplement to Promote Diversity in Health-Related Research", as part of Moffitt PS-OC, "Cancer as a Complex adaptive System"U54CA193489 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI ANDERSON, ALEXANDER ROBERTSON ALLAN, GATENBY, ROBERT A · 2015 to 2020
$12.5M
Ecology and Evolution of Breast CarcinogenesisU01CA261841 · NCI · STATE UNIVERSITY NEW YORK STONY BROOK · PI DAMAGHI, MEHDI, SIQUEIRA SILVA, ARIOSTO S · 2021 to 2025
$3.0M
Targeting CD44-mediated calcium signaling for the treatment of relapsed myelomaR01CA195727 · NCI · WEST VIRGINIA UNIVERSITY · PI HAZLEHURST, LORI A · 2015 to 2019
$1.7M
Florida Department of Health (DOH)Moffitt Cancer Center (MCC)Multiple Myeloma Research Foundation (MMRF) 2021 Fellowship AwardNational Cancer Institute (NCI) 1R01CA195727National Cancer Institute (NCI) P30-CA076292National Cancer Institute (NCI) U01CA261841NCI NIH HHS P30 CA076292NCI NIH HHS P30 CA240139NCI NIH HHS R01 CA195727NCI NIH HHS U01 CA261841NCI NIH HHS U54 CA193489Sylvester Comprehensive Cancer Center, University of Miami Health Systems (Sylvester Comprehensive Cancer Center) P30-CA240139
6 · The paper itself

Abstract

Multiple myeloma is marked by recurrent cytogenetic abnormalities and mutations that accumulate as the disease progresses. In this study, we sought to elucidate the transitions driving tumorigenesis and therapy resistance in multiple myeloma using a unique cohort of nearly 900 patients spanning premalignant to late-stage refractory multiple myeloma, comprehensively characterized at molecular and clinical levels. Waves of epigenetic dysregulation drove these critical transitions. In this paradigm, genomic and cytogenetic events unlocked epigenetic plasticity, reshaping multiple myeloma cell biology to evade tumor microenvironment constraints and therapeutic pressures. Functional perturbation studies in an isogenic proteasome inhibitor-resistant cell line model demonstrated enhanced reliance on transcriptional cofactors, supporting a mechanistic link between chromatin plasticity and therapy adaptation. Collectively, these findings support a unifying framework in which genomic heterogeneity unlocks gene regulatory plasticity, enabling plasma cells (PC) to evade microenvironmental constraints and therapeutic pressure. These results provide a mechanistic explanation for sequential relapse without new genomic alterations and nominate epigenetic plasticity-mediated PC adaptation as a therapeutic vulnerability in the heterogeneous genetic background of multiple myeloma. SIGNIFICANCE: Assembly and analysis of a multiple myeloma cohort spanning the continuum from premalignant to late relapse that integrates bulk transcriptomics with single-cell multiomic data provides insights into disease progression and epigenetic plasticity.

Indexed as

Drug Resistance, MultipleDrug Resistance, NeoplasmEpigenesis, GeneticEpigenomicsGenomicsMultiple MyelomaCell Line, TumorDisease ProgressionGene Expression Regulation, NeoplasticHumansTumor Microenvironment

Identifiers

PMID42233980
PMCPMC13575565

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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.