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Genomics Define Malignant Transformation in Myeloma Precursor Conditions

Multiple myeloma (MM) is consistently preceded by monoclonal gammopathy of undetermined significance (MGUS) and smoldering multiple myeloma (SMM). While these precursor conditions are asymptomatic, they are not entirely benign and carry a lifelong risk of progression to MM. Unlike other cancers defined by pathology, malignant transformation from MGUS or SMM to MM has so far relied on demonstration of clinical end-organ damage as morphology and cytogenetics cannot reliably distinguish them. In this study, using genomic data from 374 patients with MGUS or SMM (277 training, 97 validation), to our knowledge, we demonstrate for the first time the ability to identify malignant transformation in MGUS and SMM. We introduce the concept of genomic MM and genomic MGUS to differentiate the subsets of MGUS and SMM that are biologically malignant with genomic features indistinguishable from MM from the subset that is premalignant and unlikely to progress to malignancy. Importantly, we find that most SMM has biological features of malignant transformation indistinguishable from MM. As expected, this subset that we consider having genomic MM is associated with a high risk of progression to MM although some patients remained progression-free beyond 5 years. Conversely, 60% of MGUS and 10% of SMM have no evidence of malignant transformation (genomic MGUS), with no progression during follow-up. Integration of genomic features with the 2/20/20 International Myeloma Working Group model significantly improved the prediction of progression among genomic MM. These findings support the use of genomic criteria to refine the classification and the risk stratification in myeloma precursor conditions.

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Studies are experimental investigations of a particular phenomenon, e.g., case-control studies on a particular trait or cancer research projects reporting matching cancer normal genomes from patients.

Study ID Study Title Study Type
EGAS00001006312 Cancer Genomics

This table displays only public information pertaining to the files in the dataset. If you wish to access this dataset, please submit a request. If you already have access to these data files, please consult the download documentation.

ID File Type Size Quality Report
Located in
EGAF00008237462 cram 34.0 GB
EGAF00008237463 cram 33.3 GB
EGAF00008237464 cram 31.9 GB
EGAF00008237465 cram 31.6 GB
EGAF00008237466 cram 34.1 GB
EGAF00008237467 cram 34.6 GB
EGAF00008237469 cram 33.0 GB
EGAF00008237471 cram 29.6 GB
EGAF00008237472 cram 31.8 GB
EGAF00008237473 cram 29.5 GB
EGAF00008237475 cram 28.1 GB
EGAF00008237476 cram 32.4 GB
EGAF00008237477 cram 20.5 GB
EGAF00008237478 cram 29.8 GB
EGAF00008237479 cram 29.0 GB
EGAF00008237480 cram 28.7 GB
EGAF00008248498 cram 23.8 GB
EGAF00008248499 cram 27.0 GB
EGAF00008248500 cram 29.0 GB
EGAF00008248501 cram 27.9 GB
EGAF00008248502 cram 26.7 GB
EGAF00008248503 cram 26.6 GB
EGAF00008248504 cram 25.3 GB
EGAF00008248505 cram 31.3 GB
EGAF00008248508 cram 28.8 GB
EGAF00008248512 cram 26.9 GB
EGAF00008248513 cram 27.9 GB
EGAF00008248514 cram 23.8 GB
EGAF00008248517 cram 22.0 GB
EGAF00008248518 cram 25.2 GB
EGAF00008248519 cram 21.4 GB
EGAF00008248520 cram 26.2 GB
EGAF00008248543 cram 24.0 GB
EGAF00008248544 cram 27.3 GB
EGAF00008248545 cram 28.1 GB
EGAF00008248546 cram 26.6 GB
EGAF00008248547 cram 27.5 GB
EGAF00008248548 cram 26.2 GB
EGAF00008248549 cram 26.8 GB
EGAF00008248550 cram 30.0 GB
EGAF00008248553 cram 28.4 GB
EGAF00008248557 cram 26.1 GB
EGAF00008248558 cram 26.8 GB
EGAF00008248559 cram 23.7 GB
EGAF00008248562 cram 22.6 GB
EGAF00008248563 cram 25.4 GB
EGAF00008248564 cram 22.9 GB
EGAF00008248565 cram 25.0 GB
EGAF00008248661 cram 6.5 GB
EGAF00008248662 cram 7.0 GB
EGAF00008248663 cram 7.3 GB
EGAF00008248664 cram 6.9 GB
EGAF00008248665 cram 7.5 GB
EGAF00008248666 cram 6.6 GB
EGAF00008248667 cram 7.4 GB
EGAF00008248668 cram 7.9 GB
EGAF00008248671 cram 7.3 GB
EGAF00008248675 cram 6.5 GB
EGAF00008248676 cram 6.7 GB
EGAF00008248677 cram 5.5 GB
EGAF00008248680 cram 5.7 GB
EGAF00008248681 cram 6.7 GB
EGAF00008248682 cram 5.8 GB
EGAF00008248683 cram 6.5 GB
EGAF00008248684 cram 6.6 GB
EGAF00008248685 cram 7.1 GB
EGAF00008248686 cram 7.4 GB
EGAF00008248687 cram 7.1 GB
EGAF00008248688 cram 7.6 GB
EGAF00008248689 cram 6.7 GB
EGAF00008248690 cram 7.5 GB
EGAF00008248691 cram 8.0 GB
EGAF00008248694 cram 7.4 GB
EGAF00008248698 cram 6.7 GB
EGAF00008248699 cram 6.9 GB
EGAF00008248700 cram 5.6 GB
EGAF00008248703 cram 5.7 GB
EGAF00008248704 cram 6.8 GB
EGAF00008248705 cram 5.9 GB
EGAF00008248706 cram 6.7 GB
80 Files (1.5 TB)