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Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma
Interrogation of cell-free DNA (cfDNA) represents an emerging approach to non-invasively estimate disease burden in multiple myeloma (MM). Here, we examined low-pass whole genome sequencing (LPWGS) of cfDNA for its predictive value in relapsed/refractory MM (RRMM). We observed that cfDNA positivity,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8983453/ https://www.ncbi.nlm.nih.gov/pubmed/35027656 http://dx.doi.org/10.1038/s41375-021-01492-y |
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author | Waldschmidt, Johannes M. Yee, Andrew J. Vijaykumar, Tushara Pinto Rengifo, Ricardo A. Frede, Julia Anand, Praveen Bianchi, Giada Guo, Guangwu Potdar, Sayalee Seifer, Charles Nair, Monica S. Kokkalis, Antonis Kloeber, Jake A. Shapiro, Samantha Budano, Lillian Mann, Mason Friedman, Robb Lipe, Brea Campagnaro, Erica O’Donnell, Elizabeth K. Zhang, Cheng-Zhong Laubach, Jacob P. Munshi, Nikhil C. Richardson, Paul G. Anderson, Kenneth C. Raje, Noopur S. Knoechel, Birgit Lohr, Jens G. |
author_facet | Waldschmidt, Johannes M. Yee, Andrew J. Vijaykumar, Tushara Pinto Rengifo, Ricardo A. Frede, Julia Anand, Praveen Bianchi, Giada Guo, Guangwu Potdar, Sayalee Seifer, Charles Nair, Monica S. Kokkalis, Antonis Kloeber, Jake A. Shapiro, Samantha Budano, Lillian Mann, Mason Friedman, Robb Lipe, Brea Campagnaro, Erica O’Donnell, Elizabeth K. Zhang, Cheng-Zhong Laubach, Jacob P. Munshi, Nikhil C. Richardson, Paul G. Anderson, Kenneth C. Raje, Noopur S. Knoechel, Birgit Lohr, Jens G. |
author_sort | Waldschmidt, Johannes M. |
collection | PubMed |
description | Interrogation of cell-free DNA (cfDNA) represents an emerging approach to non-invasively estimate disease burden in multiple myeloma (MM). Here, we examined low-pass whole genome sequencing (LPWGS) of cfDNA for its predictive value in relapsed/refractory MM (RRMM). We observed that cfDNA positivity, defined as ≥10% tumor fraction by LPWGS, was associated with significantly shorter progression-free survival (PFS) in an exploratory test cohort of 16 patients who were actively treated on diverse regimens. We prospectively determined the predictive value of cfDNA in 86 samples from 45 RRMM patients treated with elotuzumab, pomalidomide, bortezomib and dexamethasone in a phase II clinical trial (NCT02718833). PFS in patients with tumor-positive and -negative cfDNA after two cycles of treatment was 1.6 and 17.6 months, respectively (HR 7.6, P<0.0001). Multivariate hazard modelling confirmed cfDNA as independent risk factor (HR 96.6, P=6.92e-05). While correlating with serum-free light chains and bone marrow, cfDNA additionally discriminated patients with poor PFS among those with the same response by IMWG criteria. In summary, detectability of MM-derived cfDNA, as a measure of substantial tumor burden with therapy, independently predicts poor PFS and may provide refinement for standard-of-care response parameters to identify patients with poor response to treatment earlier than is currently feasible. |
format | Online Article Text |
id | pubmed-8983453 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
record_format | MEDLINE/PubMed |
spelling | pubmed-89834532022-07-13 Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma Waldschmidt, Johannes M. Yee, Andrew J. Vijaykumar, Tushara Pinto Rengifo, Ricardo A. Frede, Julia Anand, Praveen Bianchi, Giada Guo, Guangwu Potdar, Sayalee Seifer, Charles Nair, Monica S. Kokkalis, Antonis Kloeber, Jake A. Shapiro, Samantha Budano, Lillian Mann, Mason Friedman, Robb Lipe, Brea Campagnaro, Erica O’Donnell, Elizabeth K. Zhang, Cheng-Zhong Laubach, Jacob P. Munshi, Nikhil C. Richardson, Paul G. Anderson, Kenneth C. Raje, Noopur S. Knoechel, Birgit Lohr, Jens G. Leukemia Article Interrogation of cell-free DNA (cfDNA) represents an emerging approach to non-invasively estimate disease burden in multiple myeloma (MM). Here, we examined low-pass whole genome sequencing (LPWGS) of cfDNA for its predictive value in relapsed/refractory MM (RRMM). We observed that cfDNA positivity, defined as ≥10% tumor fraction by LPWGS, was associated with significantly shorter progression-free survival (PFS) in an exploratory test cohort of 16 patients who were actively treated on diverse regimens. We prospectively determined the predictive value of cfDNA in 86 samples from 45 RRMM patients treated with elotuzumab, pomalidomide, bortezomib and dexamethasone in a phase II clinical trial (NCT02718833). PFS in patients with tumor-positive and -negative cfDNA after two cycles of treatment was 1.6 and 17.6 months, respectively (HR 7.6, P<0.0001). Multivariate hazard modelling confirmed cfDNA as independent risk factor (HR 96.6, P=6.92e-05). While correlating with serum-free light chains and bone marrow, cfDNA additionally discriminated patients with poor PFS among those with the same response by IMWG criteria. In summary, detectability of MM-derived cfDNA, as a measure of substantial tumor burden with therapy, independently predicts poor PFS and may provide refinement for standard-of-care response parameters to identify patients with poor response to treatment earlier than is currently feasible. 2022-04 2022-01-13 /pmc/articles/PMC8983453/ /pubmed/35027656 http://dx.doi.org/10.1038/s41375-021-01492-y Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use: https://www.springernature.com/gp/open-research/policies/accepted-manuscript-terms |
spellingShingle | Article Waldschmidt, Johannes M. Yee, Andrew J. Vijaykumar, Tushara Pinto Rengifo, Ricardo A. Frede, Julia Anand, Praveen Bianchi, Giada Guo, Guangwu Potdar, Sayalee Seifer, Charles Nair, Monica S. Kokkalis, Antonis Kloeber, Jake A. Shapiro, Samantha Budano, Lillian Mann, Mason Friedman, Robb Lipe, Brea Campagnaro, Erica O’Donnell, Elizabeth K. Zhang, Cheng-Zhong Laubach, Jacob P. Munshi, Nikhil C. Richardson, Paul G. Anderson, Kenneth C. Raje, Noopur S. Knoechel, Birgit Lohr, Jens G. Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma |
title | Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma |
title_full | Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma |
title_fullStr | Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma |
title_full_unstemmed | Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma |
title_short | Cell-free DNA for the detection of emerging treatment failure in relapsed/refractory multiple myeloma |
title_sort | cell-free dna for the detection of emerging treatment failure in relapsed/refractory multiple myeloma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8983453/ https://www.ncbi.nlm.nih.gov/pubmed/35027656 http://dx.doi.org/10.1038/s41375-021-01492-y |
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