In one paragraphArticle 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.
0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from itWhat 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 registryThe 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 literatureWho cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
4 · The recordCorrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
5 · Who and what moneyAuthors 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 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 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 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
$93.5MTumor 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
$12.5MEcology and Evolution of Breast CarcinogenesisU01CA261841 · NCI · STATE UNIVERSITY NEW YORK STONY BROOK · PI DAMAGHI, MEHDI, SIQUEIRA SILVA, ARIOSTO S · 2021 to 2025
$3.0MTargeting CD44-mediated calcium signaling for the treatment of relapsed myelomaR01CA195727 · NCI · WEST VIRGINIA UNIVERSITY · PI HAZLEHURST, LORI A · 2015 to 2019
$1.7MFlorida 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 itselfAbstract
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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