Nature GeneticsCancer BiologyPeer-reviewed journal article
Temporal Genomic Dynamics Shape Clinical Trajectory in Multiple Myeloma
Francesco MauraiD, Marcella KaddouraiD, Alexandra Maria PoosiD, Linda Banovic BaughniD, Bachisio ZicchedduiD, Marc‐Andrea BaertschiD, Anthony M. CirrincioneiD, Kylee H. MaclachlaniD, Monika ChojnackaiD, Benjamin T. DiamondiD, Marios PapadimitriouiD, Patrick BlaneyiD, Lukas JohniD, Philipp ReichertiD, Stefanie HuhniD, Dylan C. GagleriD, Yanming ZhangiD, Ahmet DoǧaniD, Alexander M. LesokhiniD, Faith E. DaviesiD, Hartmut GoldschmidtiD, Roland R. FenkiD, Katja Christina WeiseliD, Elias Karl MaiiD, Neha KordeiD, , Niels WeinholdiD
Abstract
To comprehensively unravel the temporal relationship between initiating and driver events and its impact on clinical outcomes, we analyzed 421 whole-genome sequencing profiles from 382 patients. Using clock-like mutational signatures, we estimated a time lag of 2-4 decades between initiating events and diagnosis. In patients with hyperdiploidy, we demonstrate that trisomies of odd-numbered chromosomes can be acquired simultaneously with other chromosomal gains, such as 1q gain. We provide evidence that hyperdiploidy is acquired after canonical IGH translocation when both events are present. Finally, patients with early 1q gain had adverse outcomes similar to those with 1q amplification (>1 extra-copies), but faring worse than those with late 1q gain. This underscores that the prognostic impact of 1q gain/amp depends more on the timing of acquisition than on the number of extra copies gained. Overall, this study contributes to a better understanding of the life history of MM and may have prognostic implications.
- organism: human
- assay: whole-genome sequencing
- research focus: cancer & tumor microenvironment
- approach: statistical model
- Citations
- 16
- FWCI
- 10.97
- Field percentile
- top 1%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genomic landscape and chronological reconstruction of driver events in multiple myeloma
F. Maura, N. Bolli, … P. J. Campbell·bioRxiv·Aug 12, 2018
- Sequential acquisition of 1p31.1-p12 LOH and 1q Gain is a common double-hit event in relapsed/refractory myeloma
Naser Ansari‐Pour, Sarah Gooding, … Anjan Thakurta·bioRxiv·May 21, 2026
- Multiple myeloma immunoglobulin lambda translocations portend poor prognosis
Benjamin G. Barwick, Paola E. Neri, … Lawrence Boise·Nature CommunicationsPeer-reviewed·Apr 23, 2019
- Copy number signatures predict chromothripsis and associate with poor clinical outcomes in patients with newly diagnosed multiple myeloma
Kylee H. Maclachlan, Even Holth Rustad, … Francesco Maura·Nature CommunicationsPeer-reviewed·Aug 27, 2021
- Patient Similarity Network of Multiple Myeloma Identifies Patient Sub-groups with Distinct Genetic and Clinical Features
S. Bhalla, D. T. Melnekoff, … S. Parekh·bioRxiv·Jun 2, 2020
- Accelerated single cell seeding in relapsed multiple myeloma
H. J. Landau, V. Yellapantula, … F. Maura·bioRxiv·Feb 25, 2020