PURPOSE: Smoldering multiple myeloma (SMM) is a precursor condition of multiple myeloma (MM) with a 10% annual risk of progression. Various prognostic models exist for risk stratification; however, those are based on solely clinical metrics. The discovery of genomic alterations that underlie disease progression to MM could improve current risk models. METHODS: We used next-generation sequencing to study 214 patients with SMM. We performed whole-exome sequencing on 166 tumors, including 5 with serial samples, and deep targeted sequencing on 48 tumors. RESULTS: We observed that most of the genetic alterations necessary for progression have already been acquired by the diagnosis of SMM. Particularly, we found that alterations of the mitogen-activated protein kinase pathway (KRAS and NRAS single nucleotide variants [SNVs]), the DNA repair pathway (deletion 17p, TP53, and ATM SNVs), and MYC (translocations or copy number variations) were all independent risk factors of progression after accounting for clinical risk staging. We validated these findings in an external SMM cohort by showing that patients who have any of these three features have a higher risk of progressing to MM. Moreover, APOBEC associated mutations were enriched in patients who progressed and were associated with a shorter time to progression in our cohort. CONCLUSION: SMM is a genetically mature entity whereby most driver genetic alterations have already occurred, which suggests the existence of a right-skewed model of genetic evolution from monoclonal gammopathy of undetermined significance to MM. We identified and externally validated genomic predictors of progression that could distinguish patients at high risk of progression to MM and, thus, improve on the precision of current clinical models.
PURPOSE: Smoldering multiple myeloma (SMM) is a precursor condition of multiple myeloma (MM) with a 10% annual risk of progression. Various prognostic models exist for risk stratification; however, those are based on solely clinical metrics. The discovery of genomic alterations that underlie disease progression to MM could improve current risk models. METHODS: We used next-generation sequencing to study 214 patients with SMM. We performed whole-exome sequencing on 166 tumors, including 5 with serial samples, and deep targeted sequencing on 48 tumors. RESULTS: We observed that most of the genetic alterations necessary for progression have already been acquired by the diagnosis of SMM. Particularly, we found that alterations of the mitogen-activated protein kinase pathway (KRAS and NRAS single nucleotide variants [SNVs]), the DNA repair pathway (deletion 17p, TP53, and ATM SNVs), and MYC (translocations or copy number variations) were all independent risk factors of progression after accounting for clinical risk staging. We validated these findings in an external SMM cohort by showing that patients who have any of these three features have a higher risk of progressing to MM. Moreover, APOBEC associated mutations were enriched in patients who progressed and were associated with a shorter time to progression in our cohort. CONCLUSION: SMM is a genetically mature entity whereby most driver genetic alterations have already occurred, which suggests the existence of a right-skewed model of genetic evolution from monoclonal gammopathy of undetermined significance to MM. We identified and externally validated genomic predictors of progression that could distinguish patients at high risk of progression to MM and, thus, improve on the precision of current clinical models.
Authors: S Vincent Rajkumar; Meletios A Dimopoulos; Antonio Palumbo; Joan Blade; Giampaolo Merlini; María-Victoria Mateos; Shaji Kumar; Jens Hillengass; Efstathios Kastritis; Paul Richardson; Ola Landgren; Bruno Paiva; Angela Dispenzieri; Brendan Weiss; Xavier LeLeu; Sonja Zweegman; Sagar Lonial; Laura Rosinol; Elena Zamagni; Sundar Jagannath; Orhan Sezer; Sigurdur Y Kristinsson; Jo Caers; Saad Z Usmani; Juan José Lahuerta; Hans Erik Johnsen; Meral Beksac; Michele Cavo; Hartmut Goldschmidt; Evangelos Terpos; Robert A Kyle; Kenneth C Anderson; Brian G M Durie; Jesus F San Miguel Journal: Lancet Oncol Date: 2014-10-26 Impact factor: 41.316
Authors: C S Debes-Marun; G W Dewald; S Bryant; E Picken; R Santana-Dávila; N González-Paz; J M Winkler; R A Kyle; M A Gertz; T E Witzig; A Dispenzieri; M Q Lacy; S V Rajkumar; J A Lust; P R Greipp; R Fonseca Journal: Leukemia Date: 2003-02 Impact factor: 11.528
Authors: Angela Dispenzieri; Robert A Kyle; Jerry A Katzmann; Terry M Therneau; Dirk Larson; Joanne Benson; Raynell J Clark; L Joseph Melton; Morie A Gertz; Shaji K Kumar; Rafael Fonseca; Diane F Jelinek; S Vincent Rajkumar Journal: Blood Date: 2007-10-17 Impact factor: 22.113
Authors: Robert A Kyle; Ellen D Remstein; Terry M Therneau; Angela Dispenzieri; Paul J Kurtin; Janice M Hodnefield; Dirk R Larson; Matthew F Plevak; Diane F Jelinek; Rafael Fonseca; Lee Joseph Melton; S Vincent Rajkumar Journal: N Engl J Med Date: 2007-06-21 Impact factor: 91.245
Authors: Madhav V Dhodapkar; Rachael Sexton; Sarah Waheed; Saad Usmani; Xenofon Papanikolaou; Bijay Nair; Nathan Petty; John D Shaughnessy; Antje Hoering; John Crowley; Robert Z Orlowski; Bart Barlogie Journal: Blood Date: 2013-10-21 Impact factor: 22.113
Authors: Niccolò Bolli; Francesco Maura; Stephane Minvielle; Dominik Gloznik; Raphael Szalat; Anthony Fullam; Inigo Martincorena; Kevin J Dawson; Mehmet Kemal Samur; Jorge Zamora; Patrick Tarpey; Helen Davies; Mariateresa Fulciniti; Masood A Shammas; Yu Tzu Tai; Florence Magrangeas; Philippe Moreau; Paolo Corradini; Kenneth Anderson; Ludmil Alexandrov; David C Wedge; Herve Avet-Loiseau; Peter Campbell; Nikhil Munshi Journal: Nat Commun Date: 2018-08-22 Impact factor: 14.919
Authors: Kristine Misund; Niamh Keane; Caleb K Stein; Yan W Asmann; Grady Day; Seth Welsh; Scott A Van Wier; Daniel L Riggs; Greg Ahmann; Marta Chesi; David S Viswanatha; Shaji K Kumar; Angela Dispenzieri; Veronica Gonzalez-Calle; Robert A Kyle; Michael O'Dwyer; S Vincent Rajkumar; K Martin Kortüm; J Jonathan Keats; Rafael Fonseca; A Keith Stewart; W Michael Kuehl; Esteban Braggio; P Leif Bergsagel Journal: Leukemia Date: 2019-08-22 Impact factor: 11.528
Authors: Arjun Lakshman; S Vincent Rajkumar; Francis K Buadi; Moritz Binder; Morie A Gertz; Martha Q Lacy; Angela Dispenzieri; David Dingli; Amie L Fonder; Suzanne R Hayman; Miriam A Hobbs; Wilson I Gonsalves; Yi Lisa Hwa; Prashant Kapoor; Nelson Leung; Ronald S Go; Yi Lin; Taxiarchis V Kourelis; Rahma Warsame; John A Lust; Stephen J Russell; Steven R Zeldenrust; Robert A Kyle; Shaji K Kumar Journal: Blood Cancer J Date: 2018-06-12 Impact factor: 11.037
Authors: Sarah A Holstein; Nizar Bahlis; P Leif Bergsagel; Manisha Bhutani; Niccolo Bolli; Carrie Brownstein; Pierre Demolis; David Foureau; Francesca Gay; Irene M Ghobrial; Nicole Gormley; Jens Hillengass; Martin Kaiser; Marcela V Maus; J Joseph Melenhorst; Maximilian Merz; Michael O Dwyer; Bruno Paiva; Marcelo C Pasquini; Nina Shah; Sandy W Wong; Saad Z Usmani; Philip L McCarthy Journal: Transplant Cell Ther Date: 2021-06-06