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Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study
INTRODUCTION: Analyzing liquid biopsies for tumor-specific aberrations can facilitate detection of measurable residual disease (MRD) during treatment and at follow-up. In this study, we assessed the clinical potential of using whole-genome sequencing (WGS) of lymphomas at diagnosis to identify patie...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10272573/ https://www.ncbi.nlm.nih.gov/pubmed/37333831 http://dx.doi.org/10.3389/fonc.2023.1176698 |
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author | Haider, Zahra Wästerlid, Tove Spångberg, Linn Deleskog Rabbani, Leily Jylhä, Cecilia Thorvaldsdottir, Birna Skaftason, Aron Awier, Hero Nikdin Krstic, Aleksandra Gellerbring, Anna Lyander, Anna Hägglund, Moa Jeggari, Ashwini Rassidakis, Georgios Sonnevi, Kristina Sander, Birgitta Rosenquist, Richard Tham, Emma Smedby, Karin E. |
author_facet | Haider, Zahra Wästerlid, Tove Spångberg, Linn Deleskog Rabbani, Leily Jylhä, Cecilia Thorvaldsdottir, Birna Skaftason, Aron Awier, Hero Nikdin Krstic, Aleksandra Gellerbring, Anna Lyander, Anna Hägglund, Moa Jeggari, Ashwini Rassidakis, Georgios Sonnevi, Kristina Sander, Birgitta Rosenquist, Richard Tham, Emma Smedby, Karin E. |
author_sort | Haider, Zahra |
collection | PubMed |
description | INTRODUCTION: Analyzing liquid biopsies for tumor-specific aberrations can facilitate detection of measurable residual disease (MRD) during treatment and at follow-up. In this study, we assessed the clinical potential of using whole-genome sequencing (WGS) of lymphomas at diagnosis to identify patient-specific structural (SVs) and single nucleotide variants (SNVs) to enable longitudinal, multi-targeted droplet digital PCR analysis (ddPCR) of cell-free DNA (cfDNA). METHODS: In 9 patients with B-cell lymphoma (diffuse large B-cell lymphoma and follicular lymphoma), comprehensive genomic profiling at diagnosis was performed by 30X WGS of paired tumor and normal specimens. Patient-specific multiplex ddPCR (m-ddPCR) assays were designed for simultaneous detection of multiple SNVs, indels and/or SVs, with a detection sensitivity of 0.0025% for SV assays and 0.02% for SNVs/indel assays. M-ddPCR was applied to analyze cfDNA isolated from serially collected plasma at clinically critical timepoints during primary and/or relapse treatment and at follow-up. RESULTS: A total of 164 SNVs/indels were identified by WGS including 30 variants known to be functionally relevant in lymphoma pathogenesis. The most frequently mutated genes included KMT2D, PIM1, SOCS1 and BCL2. WGS analysis further identified recurrent SVs including t(14;18)(q32;q21) (IGH::BCL2), and t(6;14)(p25;q32) (IGH::IRF4). Plasma analysis at diagnosis showed positive circulating tumor DNA (ctDNA) levels in 88% of patients and the ctDNA burden correlated with baseline clinical parameters (LDH and sedimentation rate, p-value <0.01). While clearance of ctDNA levels after primary treatment cycle 1 was observed in 3/6 patients, all patients analyzed at final evaluation of primary treatment showed negative ctDNA, hence correlating with PET-CT imaging. One patient with positive ctDNA at interim also displayed detectable ctDNA (average variant allele frequency (VAF) 6.9%) in the follow-up plasma sample collected 2 years after final evaluation of primary treatment and 25 weeks before clinical manifestation of relapse. CONCLUSION: In summary, we demonstrate that multi-targeted cfDNA analysis, using a combination of SNVs/indels and SVs candidates identified by WGS analysis, provides a sensitive tool for MRD monitoring and can detect lymphoma relapse earlier than clinical manifestation. |
format | Online Article Text |
id | pubmed-10272573 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102725732023-06-17 Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study Haider, Zahra Wästerlid, Tove Spångberg, Linn Deleskog Rabbani, Leily Jylhä, Cecilia Thorvaldsdottir, Birna Skaftason, Aron Awier, Hero Nikdin Krstic, Aleksandra Gellerbring, Anna Lyander, Anna Hägglund, Moa Jeggari, Ashwini Rassidakis, Georgios Sonnevi, Kristina Sander, Birgitta Rosenquist, Richard Tham, Emma Smedby, Karin E. Front Oncol Oncology INTRODUCTION: Analyzing liquid biopsies for tumor-specific aberrations can facilitate detection of measurable residual disease (MRD) during treatment and at follow-up. In this study, we assessed the clinical potential of using whole-genome sequencing (WGS) of lymphomas at diagnosis to identify patient-specific structural (SVs) and single nucleotide variants (SNVs) to enable longitudinal, multi-targeted droplet digital PCR analysis (ddPCR) of cell-free DNA (cfDNA). METHODS: In 9 patients with B-cell lymphoma (diffuse large B-cell lymphoma and follicular lymphoma), comprehensive genomic profiling at diagnosis was performed by 30X WGS of paired tumor and normal specimens. Patient-specific multiplex ddPCR (m-ddPCR) assays were designed for simultaneous detection of multiple SNVs, indels and/or SVs, with a detection sensitivity of 0.0025% for SV assays and 0.02% for SNVs/indel assays. M-ddPCR was applied to analyze cfDNA isolated from serially collected plasma at clinically critical timepoints during primary and/or relapse treatment and at follow-up. RESULTS: A total of 164 SNVs/indels were identified by WGS including 30 variants known to be functionally relevant in lymphoma pathogenesis. The most frequently mutated genes included KMT2D, PIM1, SOCS1 and BCL2. WGS analysis further identified recurrent SVs including t(14;18)(q32;q21) (IGH::BCL2), and t(6;14)(p25;q32) (IGH::IRF4). Plasma analysis at diagnosis showed positive circulating tumor DNA (ctDNA) levels in 88% of patients and the ctDNA burden correlated with baseline clinical parameters (LDH and sedimentation rate, p-value <0.01). While clearance of ctDNA levels after primary treatment cycle 1 was observed in 3/6 patients, all patients analyzed at final evaluation of primary treatment showed negative ctDNA, hence correlating with PET-CT imaging. One patient with positive ctDNA at interim also displayed detectable ctDNA (average variant allele frequency (VAF) 6.9%) in the follow-up plasma sample collected 2 years after final evaluation of primary treatment and 25 weeks before clinical manifestation of relapse. CONCLUSION: In summary, we demonstrate that multi-targeted cfDNA analysis, using a combination of SNVs/indels and SVs candidates identified by WGS analysis, provides a sensitive tool for MRD monitoring and can detect lymphoma relapse earlier than clinical manifestation. Frontiers Media S.A. 2023-06-02 /pmc/articles/PMC10272573/ /pubmed/37333831 http://dx.doi.org/10.3389/fonc.2023.1176698 Text en Copyright © 2023 Haider, Wästerlid, Spångberg, Rabbani, Jylhä, Thorvaldsdottir, Skaftason, Awier, Krstic, Gellerbring, Lyander, Hägglund, Jeggari, Rassidakis, Sonnevi, Sander, Rosenquist, Tham and Smedby https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Haider, Zahra Wästerlid, Tove Spångberg, Linn Deleskog Rabbani, Leily Jylhä, Cecilia Thorvaldsdottir, Birna Skaftason, Aron Awier, Hero Nikdin Krstic, Aleksandra Gellerbring, Anna Lyander, Anna Hägglund, Moa Jeggari, Ashwini Rassidakis, Georgios Sonnevi, Kristina Sander, Birgitta Rosenquist, Richard Tham, Emma Smedby, Karin E. Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study |
title | Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study |
title_full | Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study |
title_fullStr | Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study |
title_full_unstemmed | Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study |
title_short | Whole-genome informed circulating tumor DNA analysis by multiplex digital PCR for disease monitoring in B-cell lymphomas: a proof-of-concept study |
title_sort | whole-genome informed circulating tumor dna analysis by multiplex digital pcr for disease monitoring in b-cell lymphomas: a proof-of-concept study |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10272573/ https://www.ncbi.nlm.nih.gov/pubmed/37333831 http://dx.doi.org/10.3389/fonc.2023.1176698 |
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