Evidence map›Paper›PMID 40835892›Full record

ArticleNature genetics2025

Temporal genomic dynamics shape clinical trajectory in multiple myeloma.

Francesco Maura, Marcella Kaddoura, Alexandra M Poos, Linda B Baughn, Bachisio Ziccheddu, Marc-Andrea Bärtsch, Anthony Cirrincione, Kylee Maclachlan, Monika Chojnacka, Benjamin Diamond and 22 more

Abstract read
In one paragraph

Article in Nature genetics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. Genomics Define Malignant Transformation in Myeloma Precursor Conditions.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2026
    Article
  10. Article
  11. Article
  12. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

32 authors.

Francesco Maura *Myeloma Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA. mauraf@mskcc.org.ORCID http://orcid.org/0000-0002-5017-1620
Marcella Kaddoura *Myeloma Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA.ORCID http://orcid.org/0000-0002-4529-7405
Alexandra M Poos *Heidelberg Myeloma Center, Department of Medicine V, University Hospital Heidelberg, Medical Faculty, Heidelberg University, Heidelberg, Germany.
Linda B BaughnDivision of Hematopathology, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.ORCID http://orcid.org/0000-0001-5229-4897
Bachisio ZicchedduMyeloma Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA.
Marc-Andrea BärtschHeidelberg Myeloma Center, Department of Medicine V, University Hospital Heidelberg, Medical Faculty, Heidelberg University, Heidelberg, Germany.
Anthony CirrincioneMyeloma Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA.ORCID http://orcid.org/0000-0002-8133-9158
Kylee MaclachlanMyeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.ORCID http://orcid.org/0000-0001-7873-4854
Monika ChojnackaMyeloma Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA.
Benjamin DiamondMyeloma Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA.ORCID http://orcid.org/0000-0002-8638-9365
Marios PapadimitriouMyeloma Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA.
Patrick BlaneyMyeloma Research Program, NYU Langone, Perlmutter Cancer Center, New York City, NY, USA.ORCID http://orcid.org/0000-0002-9319-8866
Lukas JohnHeidelberg Myeloma Center, Department of Medicine V, University Hospital Heidelberg, Medical Faculty, Heidelberg University, Heidelberg, Germany.ORCID http://orcid.org/0000-0001-8178-6890
Philipp ReichertHeidelberg Myeloma Center, Department of Medicine V, University Hospital Heidelberg, Medical Faculty, Heidelberg University, Heidelberg, Germany.
Stefanie HuhnHeidelberg Myeloma Center, Department of Medicine V, University Hospital Heidelberg, Medical Faculty, Heidelberg University, Heidelberg, Germany.
Dylan GaglerMyeloma Research Program, NYU Langone, Perlmutter Cancer Center, New York City, NY, USA.
Yanming ZhangCytogenetics Laboratory, Department of Pathology, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.
Ahmet DoganHematopathology Service, Department of Pathology, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.ORCID http://orcid.org/0000-0001-6576-5256
Alexander M LesokhinMyeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.ORCID http://orcid.org/0000-0001-9321-702X
Faith DaviesMyeloma Research Program, NYU Langone, Perlmutter Cancer Center, New York City, NY, USA.
Hartmut GoldschmidtInternal Medicine V, Hematology, Oncology and Rheumatology, GMMG Study Group, Heidelberg University Hospital and the National Center for Tumor Diseases (NCT), Heidelberg, Germany.ORCID http://orcid.org/0000-0003-0961-0035
Roland FenkDepartment of Hematology, Oncology and Clinical Immunology, University Hospital Duesseldorf, Duesseldorf, Germany.
Katja C WeiselDepartment of Oncology, Hematology, and Blood and Marrow Transplant, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Elias K MaiHeidelberg Myeloma Center, Department of Medicine V, University Hospital Heidelberg, Medical Faculty, Heidelberg University, Heidelberg, Germany.ORCID http://orcid.org/0000-0002-6226-1252
Neha KordeMyeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.
Gareth J MorganMyeloma Research Program, NYU Langone, Perlmutter Cancer Center, New York City, NY, USA.ORCID http://orcid.org/0000-0002-4271-6360
S Vincent RajkumarDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.
Shaji KumarDivision of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN, USA.ORCID http://orcid.org/0000-0001-5392-9284
Saad UsmaniMyeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY, USA.ORCID http://orcid.org/0000-0002-5484-8731
Ola LandgrenMyeloma Institute, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA.ORCID http://orcid.org/0000-0001-6485-4839
Marc S Raab *Heidelberg Myeloma Center, Department of Medicine V, University Hospital Heidelberg, Medical Faculty, Heidelberg University, Heidelberg, Germany.
Niels Weinhold *Heidelberg Myeloma Center, Department of Medicine V, University Hospital Heidelberg, Medical Faculty, Heidelberg University, Heidelberg, Germany. niels.weinhold@med.uni-heidelberg.de.ORCID http://orcid.org/0000-0002-5464-3234

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Tumor Biology Research ProgramP30CA240139 · NCI · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Stephen D. Nimer · 2019 to 2026
$24.1M
Differences in Tumor Biology of Multiple Myeloma in Association with African AncestryR37CA272883 · NCI · MAYO CLINIC ROCHESTER · PI LINDA B BAUGHN · 2023 to 2026
$1.8M
NCI NIH HHS P30 CA008748NCI NIH HHS R37 CA272883U.S. Department of Health & Human Services | NIH | National Cancer Institute (NCI) P30 CA 008748U.S. Department of Health & Human Services | NIH | National Cancer Institute (NCI) P30 CA 240139
6 · The paper itself

Abstract

Multiple myeloma evolution is characterized by the accumulation of genomic drivers over time. To unravel this timeline and its impact on clinical outcomes, we analyzed 421 whole-genome sequences from 382 patients. Using clock-like mutational signatures, we estimated a time lag of two to four decades between the initiation of events and diagnosis. We demonstrate that odd-numbered chromosome trisomies in patients with hyperdiploidy can be acquired simultaneously with other chromosomal gains (for example, 1q gain). We show that hyperdiploidy is acquired after immunoglobulin heavy chain translocation when both events co-occur. Finally, patients with early 1q gain had adverse outcomes similar to those with 1q amplification (>1 extra copy), but fared worse than those with late 1q gain. This finding underscores that the 1q gain prognostic impact depends more on the timing of acquisition than on the number of copies gained. Overall, this study contributes to a better understanding of the life history of myeloma and may have prognostic implications.

Indexed as

Multiple MyelomaChromosome AberrationsChromosomes, Human, Pair 1FemaleGenome, HumanGenomicsHumansImmunoglobulin Heavy ChainsMaleMiddle AgedMutationPrognosisTranslocation, GeneticTrisomyImmunoglobulin Heavy Chains

Identifiers

PMID40835892
PMCPMC13127375

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