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Genetic subtypes of smoldering multiple myeloma are associated with distinct pathogenic phenotypes and clinical outcomes

Authors :
Mark Bustoros
Shankara Anand
Romanos Sklavenitis-Pistofidis
Robert Redd
Eileen M. Boyle
Benny Zhitomirsky
Andrew J. Dunford
Yu-Tzu Tai
Selina J. Chavda
Cody Boehner
Carl Jannes Neuse
Mahshid Rahmat
Ankit Dutta
Tineke Casneuf
Raluca Verona
Efstathis Kastritis
Lorenzo Trippa
Chip Stewart
Brian A. Walker
Faith E. Davies
Meletios-Athanasios Dimopoulos
P. Leif Bergsagel
Kwee Yong
Gareth J. Morgan
François Aguet
Gad Getz
Irene M. Ghobrial
Source :
Nature Communications, Vol 13, Iss 1, Pp 1-10 (2022)
Publication Year :
2022
Publisher :
Nature Portfolio, 2022.

Abstract

Existing clinical models cannot fully capture smoldering multiple myeloma (SMM) heterogeneity. Here, integration of 42 genetic alterations from 214 SMM patients using an unsupervised binary matrix factorization clustering approach results in the identification of 6 distinct molecular and clinical subtypes.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
13
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.078805a3b909435fb477a229095a08ed
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-022-30694-w