Evidence map›Paper›PMID 36343306›Full record

ArticleJournal of clinical oncology : official journal of the American Society of Clinical Oncology2023

In Multiple Myeloma, High-Risk Secondary Genetic Events Observed at Relapse Are Present From Diagnosis in Tiny, Undetectable Subclonal Populations.

Romain Lannes, Mehmet Samur, Aurore Perrot, Celine Mazzotti, Marion Divoux, Titouan Cazaubiel, Xavier Leleu, Anaïs Schavgoulidze, Marie-Lorraine Chretien, Salomon Manier and 12 more

Open access · greenAbstract read
In one paragraph

Article in Journal of clinical oncology : official journal of the American Society of Clinical Oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
6.4field-weighted citation impact, top 2% 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

32 citing papers in PubMed, 43 citations in OpenAlex.

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  9. [Prognostic value of high-risk cytogenetic abnormalities inmultiple myeloma].Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi · 2025
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  18. Identification of Therapy-Induced Clonal Evolution and Resistance Pathways in Minimal Residual Clones in Multiple Myeloma through Single-Cell Sequencing.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
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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

22 authors at 13 institutions in 2 countries.

Romain LannesMyeloma Oncogenesis Lab, IUC-Oncopole, Toulouse, France.ORCID 0000-0002-6672-1762
Mehmet SamurDana-Farber Cancer Institute, Harvard Medical School, Boston, MA.ORCID 0000-0002-9978-5682
Aurore PerrotCRCT, INSERM U1037, Toulouse, France.ORCID 0000-0003-0131-8689
Celine MazzottiMyeloma Oncogenesis Lab, IUC-Oncopole, Toulouse, France.
Marion DivouxHematology Department, University Hospital, Nancy, France.ORCID 0000-0002-5946-311X
Titouan CazaubielHematology Department, University Hospital, Bordeaux, France.
Xavier LeleuHematology Department, University Hospital, Poitiers, France.ORCID 0000-0002-9822-4170
Anaïs SchavgoulidzeMyeloma Oncogenesis Lab, IUC-Oncopole, Toulouse, France.ORCID 0000-0002-5526-4279
Marie-Lorraine ChretienHematology Department, University Hospital, Dijon, France.
Salomon ManierHematology Department, University Hospital, Lille, France.
Didier AdikoHematology Department, General Hospital, Libourne, France.ORCID 0000-0003-0078-7088
Frederique Orsini-PiocelleHematology Department, General Hospital, Annecy, France.
François LifermannHematology Department, General Hospital, Dax, France.
Sabine BrechignacHematology Department, University Hospital, Bobigny, France.
Lauris GastaudHematology Department, Centre Lacassagne, Nice, France.
Didier BouscaryHematology Department, Cochin University Hospital, Paris, France.
Margaret MacroHematology Department, University Hospital, Caen, France.
Alice CleynenInstitut Montpellierain Alexander Grothendieck, CNRS, Montpellier University, Montpellier, France.
Mohamad MohtyHematology Department, Saint-Antoine University Hospital, Paris, France.ORCID 0000-0002-7264-808X
Nikhil MunshiDana-Farber Cancer Institute, Harvard Medical School, Boston, MA.ORCID 0000-0002-7344-9795
Jill CorreMyeloma Oncogenesis Lab, IUC-Oncopole, Toulouse, France.ORCID 0000-0003-1580-6106
Hervé Avet-LoiseauMyeloma Oncogenesis Lab, IUC-Oncopole, Toulouse, France.ORCID 0000-0002-3050-0140
Inserm · FRCentre Hospitalier Universitaire de Nice · FRHarvard University · USCentre Antoine Lacassagne · FRCentre Hospitalier Annecy Genevois · FRCentre Hospitalier de Dax –Côte d’Argent · FRCentre Hospitalier Régional et Universitaire de Nancy · FRCentre National de la Recherche Scientifique · FRHôpital Cochin · FRSorbonne Université · FRUniversité de Bordeaux · FRUniversité de Poitiers · FRUniversité Sorbonne Paris Nord · FR

Funding

Trageting the Multiple Myeloma EpigenomeP50CA100707 · NCI · DANA-FARBER CANCER INSTITUTE · PI ANDERSON, KENNETH C. · 2003 to 2023
$45.0M
Targeting Genomic Instability and Evolution in MyelomaP01CA155258 · NCI · DANA-FARBER CANCER INST · PI Jill Corre · 2011 to 2026
$32.5M
NCI NIH HHS P01 CA155258NCI NIH HHS P50 CA100707
6 · The paper itself

Abstract

purposeMultiple myeloma (MM) is characterized by copy number abnormalities (CNAs), some of which influence patient outcomes and are sometimes observed only at relapse(s), suggesting their acquisition during tumor evolution. However, the presence of micro-subclones may be missed in bulk analyses. Here, we use single-cell genomics to determine how often these high-risk events are missed at diagnosis and selected at relapse. MATERIALS AND

methodsWe analyzed 81 patients with plasma cell dyscrasias using single-cell CNA sequencing. Sixty-six patients were selected at diagnosis, nine at first relapse, and six in presymptomatic stages. A total of 956 newly diagnosed patients with MM and patients with first relapse MM have been identified retrospectively with required cytogenetic data to evaluate enrichment of CNA risk events and survival impact.

resultsA total of 52,176 MM cells were analyzed. Seventy-four patients (91%) had 2-16 subclones. Among these patients, 28.7% had a subclone with high-risk features (del(17p), del(1p32), and 1q gain) at diagnosis. In a patient with a subclonal 1q gain at diagnosis, we analyzed the diagnosis, postinduction, and first relapse samples, which showed a rise of the high-risk 1q gain subclone (16%, 70%, and 92%, respectively). In our clinical database, we found that the 1q gain frequency increased from 30.2% at diagnosis to 43.6% at relapse (odds ratio, 1.78; 95% CI, 1.58 to 2.00). We subsequently performed survival analyses, which showed that the progression-free and overall survival curves were superimposable between patients who had the 1q gain from diagnosis and those who seemingly acquired it at relapse. This strongly suggests that many patients had 1q gains at diagnosis in microclones that were missed by bulk analyses.

conclusionThese data suggest that identifying these scarce aggressive cells may necessitate more aggressive treatment as early as diagnosis to prevent them from becoming the dominant clone.

Indexed as

Multiple MyelomaChromosome AberrationsHumansNeoplasm Recurrence, LocalPrognosisRetrospective StudiesSurvival Analysis

Identifiers

PMID36343306
PMCPMC10043564
OpenAlexW4308406393

What OpenQuestion holds

Textmetadata
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.