Literature DB >> 32126144

Integrative analysis of the genomic and transcriptomic landscape of double-refractory multiple myeloma.

Bachisio Ziccheddu1,2, Giulia Biancon3, Filippo Bagnoli1,3, Chiara De Philippis1,3, Francesco Maura3,4, Even H Rustad4, Matteo Dugo5, Andrea Devecchi5, Loris De Cecco5, Marialuisa Sensi5, Carolina Terragna6, Marina Martello7, Tina Bagratuni8, Efstathios Kastritis8, Meletios A Dimopoulos8, Michele Cavo6, Cristiana Carniti1, Vittorio Montefusco1, Paolo Corradini1,3, Niccolo Bolli1,3.   

Abstract

In multiple myeloma, novel treatments with proteasome inhibitors (PIs) and immunomodulatory agents (IMiDs) have prolonged survival but the disease remains incurable. At relapse, next-generation sequencing has shown occasional mutations of drug targets but has failed to identify unifying features that underlie chemotherapy resistance. We studied 42 patients refractory to both PIs and IMiDs. Whole-exome sequencing was performed in 40 patients, and RNA sequencing (RNA-seq) was performed in 27. We found more mutations than were reported at diagnosis and more subclonal mutations, which implies ongoing evolution of the genome of myeloma cells during treatment. The mutational landscape was different from that described in published studies on samples taken at diagnosis. The TP53 pathway was the most frequently inactivated (in 45% of patients). Conversely, point mutations of genes associated with resistance to IMiDs were rare and were always subclonal. Refractory patients were uniquely characterized by having a mutational signature linked to exposure to alkylating agents, whose role in chemotherapy resistance and disease progression remains to be elucidated. RNA-seq analysis showed that treatment or mutations had no influence on clustering, which was instead influenced by karyotypic events. We describe a cluster with both amp(1q) and del(13) characterized by CCND2 upregulation and also overexpression of MCL1, which represents a novel target for experimental treatments. Overall, high-risk features were found in 65% of patients. However, only amp(1q) predicted survival. Gene mutations of IMiD and PI targets are not a preferred mode of drug resistance in myeloma. Chemotherapy resistance of the bulk tumor population is likely attained through differential, yet converging evolution of subclones that are overall variable from patient to patient and within the same patient.
© 2020 by The American Society of Hematology.

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Year:  2020        PMID: 32126144      PMCID: PMC7065476          DOI: 10.1182/bloodadvances.2019000779

Source DB:  PubMed          Journal:  Blood Adv        ISSN: 2473-9529


  74 in total

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Journal:  J Clin Oncol       Date:  2005-09-10       Impact factor: 44.544

2.  Risk of progression and survival in multiple myeloma relapsing after therapy with IMiDs and bortezomib: a multicenter international myeloma working group study.

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Journal:  Leukemia       Date:  2011-07-29       Impact factor: 11.528

3.  A scaling normalization method for differential expression analysis of RNA-seq data.

Authors:  Mark D Robinson; Alicia Oshlack
Journal:  Genome Biol       Date:  2010-03-02       Impact factor: 13.583

4.  Extramedullary myeloma whole genome sequencing reveals novel mutations in Cereblon, proteasome subunit G2 and the glucocorticoid receptor in multi drug resistant disease.

Authors:  Jan B Egan; K Martin Kortuem; Ahmet Kurdoglu; Tyler Izatt; Jessica Aldrich; Rebecca Reiman; Lori Phillips; Angela Baker; Chang-Xin Shi; Jessica Schmidt; Winnie S Liang; David W Craig; John D Carpten; A Keith Stewart
Journal:  Br J Haematol       Date:  2013-03-11       Impact factor: 6.998

5.  High expression of cereblon (CRBN) is associated with improved clinical response in patients with multiple myeloma treated with lenalidomide and dexamethasone.

Authors:  Daniel Heintel; Alberto Rocci; Heinz Ludwig; Arnold Bolomsky; Simona Caltagirone; Martin Schreder; Sabine Pfeifer; Heinz Gisslinger; Niklas Zojer; Ulrich Jäger; Antonio Palumbo
Journal:  Br J Haematol       Date:  2013-04-09       Impact factor: 6.998

6.  A DNA target-enrichment approach to detect mutations, copy number changes and immunoglobulin translocations in multiple myeloma.

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Journal:  Blood Cancer J       Date:  2016-09-02       Impact factor: 11.037

7.  An integrated map of genetic variation from 1,092 human genomes.

Authors:  Goncalo R Abecasis; Adam Auton; Lisa D Brooks; Mark A DePristo; Richard M Durbin; Robert E Handsaker; Hyun Min Kang; Gabor T Marth; Gil A McVean
Journal:  Nature       Date:  2012-11-01       Impact factor: 49.962

8.  Signatures of mutational processes in human cancer.

Authors:  Ludmil B Alexandrov; Serena Nik-Zainal; David C Wedge; Samuel A J R Aparicio; Sam Behjati; Andrew V Biankin; Graham R Bignell; Niccolò Bolli; Ake Borg; Anne-Lise Børresen-Dale; Sandrine Boyault; Birgit Burkhardt; Adam P Butler; Carlos Caldas; Helen R Davies; Christine Desmedt; Roland Eils; Jórunn Erla Eyfjörd; John A Foekens; Mel Greaves; Fumie Hosoda; Barbara Hutter; Tomislav Ilicic; Sandrine Imbeaud; Marcin Imielinski; Marcin Imielinsk; Natalie Jäger; David T W Jones; David Jones; Stian Knappskog; Marcel Kool; Sunil R Lakhani; Carlos López-Otín; Sancha Martin; Nikhil C Munshi; Hiromi Nakamura; Paul A Northcott; Marina Pajic; Elli Papaemmanuil; Angelo Paradiso; John V Pearson; Xose S Puente; Keiran Raine; Manasa Ramakrishna; Andrea L Richardson; Julia Richter; Philip Rosenstiel; Matthias Schlesner; Ton N Schumacher; Paul N Span; Jon W Teague; Yasushi Totoki; Andrew N J Tutt; Rafael Valdés-Mas; Marit M van Buuren; Laura van 't Veer; Anne Vincent-Salomon; Nicola Waddell; Lucy R Yates; Jessica Zucman-Rossi; P Andrew Futreal; Ultan McDermott; Peter Lichter; Matthew Meyerson; Sean M Grimmond; Reiner Siebert; Elías Campo; Tatsuhiro Shibata; Stefan M Pfister; Peter J Campbell; Michael R Stratton
Journal:  Nature       Date:  2013-08-14       Impact factor: 49.962

9.  Mutational heterogeneity in cancer and the search for new cancer-associated genes.

Authors:  Michael S Lawrence; Petar Stojanov; Paz Polak; Gregory V Kryukov; Kristian Cibulskis; Andrey Sivachenko; Scott L Carter; Chip Stewart; Craig H Mermel; Steven A Roberts; Adam Kiezun; Peter S Hammerman; Aaron McKenna; Yotam Drier; Lihua Zou; Alex H Ramos; Trevor J Pugh; Nicolas Stransky; Elena Helman; Jaegil Kim; Carrie Sougnez; Lauren Ambrogio; Elizabeth Nickerson; Erica Shefler; Maria L Cortés; Daniel Auclair; Gordon Saksena; Douglas Voet; Michael Noble; Daniel DiCara; Pei Lin; Lee Lichtenstein; David I Heiman; Timothy Fennell; Marcin Imielinski; Bryan Hernandez; Eran Hodis; Sylvan Baca; Austin M Dulak; Jens Lohr; Dan-Avi Landau; Catherine J Wu; Jorge Melendez-Zajgla; Alfredo Hidalgo-Miranda; Amnon Koren; Steven A McCarroll; Jaume Mora; Brian Crompton; Robert Onofrio; Melissa Parkin; Wendy Winckler; Kristin Ardlie; Stacey B Gabriel; Charles W M Roberts; Jaclyn A Biegel; Kimberly Stegmaier; Adam J Bass; Levi A Garraway; Matthew Meyerson; Todd R Golub; Dmitry A Gordenin; Shamil Sunyaev; Eric S Lander; Gad Getz
Journal:  Nature       Date:  2013-06-16       Impact factor: 49.962

10.  Paradoxical resistance of multiple myeloma to proteasome inhibitors by decreased levels of 19S proteasomal subunits.

Authors:  Diego Acosta-Alvear; Min Y Cho; Thomas Wild; Tonia J Buchholz; Alana G Lerner; Olga Simakova; Jamie Hahn; Neha Korde; Ola Landgren; Irina Maric; Chunaram Choudhary; Peter Walter; Jonathan S Weissman; Martin Kampmann
Journal:  Elife       Date:  2015-09-01       Impact factor: 8.140

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  20 in total

1.  Clonal evolution after treatment pressure in multiple myeloma: heterogenous genomic aberrations and transcriptomic convergence.

Authors:  Kristine Misund; Davine Hofste Op Bruinink; Pieter Sonneveld; Anders Waage; Eivind Coward; Remco M Hoogenboezem; Even Holth Rustad; Mathijs A Sanders; Morten Rye; Anne-Marit Sponaas; Bronno van der Holt; Sonja Zweegman; Eivind Hovig; Leonardo A Meza-Zepeda; Anders Sundan; Ola Myklebost
Journal:  Leukemia       Date:  2022-05-28       Impact factor: 12.883

2.  Myeloma Genome Project Panel is a Comprehensive Targeted Genomics Panel for Molecular Profiling of Patients with Multiple Myeloma.

Authors:  Parvathi Sudha; Aarif Ahsan; Karthik Ramasamy; Anjan Thakurta; Brian A Walker; Cody Ashby; Tasneem Kausar; Akhil Khera; Mohammad H Kazeroun; Chih-Chao Hsu; Lin Wang; Evelyn Fitzsimons; Outi Salminen; Patrick Blaney; Magdalena Czader; Jonathan Williams; Mohammad I Abu Zaid; Naser Ansari-Pour; Kwee L Yong; Frits van Rhee; William E Pierceall; Gareth J Morgan; Erin Flynt; Sarah Gooding; Rafat Abonour
Journal:  Clin Cancer Res       Date:  2022-07-01       Impact factor: 13.801

3.  Functional Impact of Genomic Complexity on the Transcriptome of Multiple Myeloma.

Authors:  Bachisio Ziccheddu; Matteo C Da Vià; Francesco Maura; Niccolò Bolli; Marta Lionetti; Akihiro Maeda; Silvia Morlupi; Matteo Dugo; Katia Todoerti; Stefania Oliva; Mattia D'Agostino; Paolo Corradini; Ola Landgren; Francesco Iorio; Loredana Pettine; Alessandra Pompa; Martina Manzoni; Luca Baldini; Antonino Neri
Journal:  Clin Cancer Res       Date:  2021-09-15       Impact factor: 12.531

4.  Timing the initiation of multiple myeloma.

Authors:  Even H Rustad; Venkata Yellapantula; Daniel Leongamornlert; Niccolò Bolli; Guy Ledergor; Ferran Nadeu; Nicos Angelopoulos; Kevin J Dawson; Thomas J Mitchell; Robert J Osborne; Bachisio Ziccheddu; Cristiana Carniti; Vittorio Montefusco; Paolo Corradini; Kenneth C Anderson; Philippe Moreau; Elli Papaemmanuil; Ludmil B Alexandrov; Xose S Puente; Elias Campo; Reiner Siebert; Herve Avet-Loiseau; Ola Landgren; Nikhil Munshi; Peter J Campbell; Francesco Maura
Journal:  Nat Commun       Date:  2020-04-21       Impact factor: 14.919

5.  Application of Next-Generation Sequencing for the Genomic Characterization of Patients with Smoldering Myeloma.

Authors:  Martina Manzoni; Valentina Marchica; Paola Storti; Bachisio Ziccheddu; Gabriella Sammarelli; Giannalisa Todaro; Francesca Pelizzoni; Simone Salerio; Laura Notarfranchi; Alessandra Pompa; Luca Baldini; Niccolò Bolli; Antonino Neri; Nicola Giuliani; Marta Lionetti
Journal:  Cancers (Basel)       Date:  2020-05-23       Impact factor: 6.639

Review 6.  What Is New in the Treatment of Smoldering Multiple Myeloma?

Authors:  Niccolo' Bolli; Nicola Sgherza; Paola Curci; Rita Rizzi; Vanda Strafella; Mario Delia; Vito Pier Gagliardi; Antonino Neri; Luca Baldini; Francesco Albano; Pellegrino Musto
Journal:  J Clin Med       Date:  2021-01-22       Impact factor: 4.241

7.  Small-molecule HDAC and Akt inhibitors suppress tumor growth and enhance immunotherapy in multiple myeloma.

Authors:  Mitsuhito Hirano; Yoichi Imai; Yuta Kaito; Takahiko Murayama; Kota Sato; Tadao Ishida; Junichi Yamamoto; Takumi Ito; Muneyoshi Futami; Masaki Ri; Hiroshi Yasui; Tamami Denda; Yukihisa Tanaka; Yasunori Ota; Masanori Nojima; Yasuhiko Kamikubo; Noriko Gotoh; Shinsuke Iida; Hiroshi Handa; Arinobu Tojo
Journal:  J Exp Clin Cancer Res       Date:  2021-03-23

Review 8.  A Journey Through Myeloma Evolution: From the Normal Plasma Cell to Disease Complexity.

Authors:  Matteo C Da Vià; Bachisio Ziccheddu; Akihiro Maeda; Filippo Bagnoli; Giulia Perrone; Niccolò Bolli
Journal:  Hemasphere       Date:  2020-11-24

9.  mmsig: a fitting approach to accurately identify somatic mutational signatures in hematological malignancies.

Authors:  Even H Rustad; Ferran Nadeu; Nicos Angelopoulos; Bachisio Ziccheddu; Niccolò Bolli; Xose S Puente; Elias Campo; Ola Landgren; Francesco Maura
Journal:  Commun Biol       Date:  2021-03-29

10.  Subclone-specific microenvironmental impact and drug response in refractory multiple myeloma revealed by single-cell transcriptomics.

Authors:  Marc S Raab; Karsten Rippe; Stephan M Tirier; Jan-Philipp Mallm; Simon Steiger; Alexandra M Poos; Mohamed H S Awwad; Nicola Giesen; Nicola Casiraghi; Hana Susak; Katharina Bauer; Anja Baumann; Lukas John; Anja Seckinger; Dirk Hose; Carsten Müller-Tidow; Hartmut Goldschmidt; Oliver Stegle; Michael Hundemer; Niels Weinhold
Journal:  Nat Commun       Date:  2021-11-29       Impact factor: 14.919

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