Evidence map›Paper›PMID 41092482›Full record

ArticleBlood advances2026

Diagnostic sequencing identifies high-risk markers and mechanisms of resistance to guide immunotherapy selection.

Parvathi Sudha, Phillip Pham, Wen Niu, Enze Liu, Lin Wang, Gillian Truong, Cameron Ligocki, Ramzi Al-Azzawi, Malini Surapenini, Steven M Bray and 7 more

Abstract read
In one paragraph

Article in Blood advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

17 authors.

Parvathi SudhaDivision of Hematolgy and Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN.ORCID 0000-0002-6970-5215
Phillip PhamDivision of Hematolgy and Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN.
Wen NiuDepartment of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN.ORCID 0000-0003-4927-5200
Enze LiuDivision of Hematolgy and Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN.ORCID 0000-0003-3162-461X
Lin WangDepartment of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN.
Gillian TruongDepartment of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN.
Cameron LigockiDepartment of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN.
Ramzi Al-AzzawiDepartment of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN.ORCID 0009-0001-4558-1991
Malini SurapeniniDivision of Hematolgy and Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN.
Steven M BrayFountain Life Co, Indianapolis, IN.ORCID 0000-0002-0854-8121
Francesco VetriniDepartment of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN.
Magdalena CzaderDepartment of Pathology and Laboratory Medicine, Indiana University School of Medicine, Indianapolis, IN.
Marwan K TayehDepartment of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN.ORCID 0000-0003-0024-6513
Kelvin LeeDivision of Hematolgy and Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN.
Rafat AbonourDivision of Hematolgy and Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN.
Attaya SuvannasankhaDivision of Hematolgy and Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN.ORCID 0000-0001-9445-8781
Brian A WalkerDivision of Hematolgy and Oncology, Melvin and Bren Simon Comprehensive Cancer Center, Indiana University School of Medicine, Indianapolis, IN.ORCID 0000-0002-8615-6254

Funding

Tumor Microenvironment and Metastasis ProgramP30CA082709 · NCI · INDIANA UNIV-PURDUE UNIV AT INDIANAPOLIS · PI Jun Wan · 1999 to 2026
$59.3M
NCI NIH HHS P30 CA082709
6 · The paper itself

Abstract

abstractHere, we present the case for next-generation sequencing of samples from patients with multiple myeloma (MM), not only identify high-risk markers but also mutations and deletions relating to immunomodulatory drugs (IMiD), and more importantly to guide the sequencing of immunotherapy regimens in response to intrinsic antigen escape as a means of treatment resistance and relapse. This is a single-center study of CD138+ selected (n = 134) bone marrow aspirate samples from patients with smoldering MM (n = 11) and MM (newly diagnosed, n = 38; relapsed, n = 79). Samples were sequenced using a targeted panel in a clinical diagnostics laboratory. Data were analyzed for high-risk markers, treatment-related resistance mechanisms, and precision medicine targets to guide the future treatment of patients in the clinic. High-risk markers, including t(4;14), t(14;16), t(14;20), gain or amplification 1q, deletion of CDKN2C, and deletion or mutation of TP53, were identified in 15% samples from patients with newly diagnosed. At relapse, alterations in the cereblon degradation pathway were found in 24.3% of IMiD-treated patients. Deletions of 4p (CD38) were also enriched in patients who received anti-CD38 treatment (P = .03), which were mostly monoallelic. Deletions and mutations were detected in TNFRSF17-encoding B-cell maturation antigen (BCMA) in patients treated with anti-BCMA regimens, and the information was used to change the treatment of the patients. Targeted sequencing of diagnostic samples of patients with MM can be used for risk stratification and to monitor and adjust treatments as resistance mechanisms evolve.

Indexed as

Biomarkers, TumorDrug Resistance, NeoplasmImmunotherapyMultiple MyelomaAgedFemaleHigh-Throughput Nucleotide SequencingHumansMaleMiddle AgedMutationBiomarkers, Tumor

Identifiers

PMID41092482
PMCPMC12804376

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.