Cargando…

Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors

BACKGROUND: Highly sensitive molecular assays have been developed to detect plasma-based circulating tumor DNA (ctDNA), and emerging evidence suggests their clinical utility for monitoring minimal residual disease and recurrent disease, providing prognostic information, and monitoring therapy respon...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhao, Jianhua, Reuther, Jacquelyn, Scozzaro, Kaylee, Hawley, Megan, Metzger, Emily, Emery, Matthew, Chen, Ingrid, Barbosa, Michelle, Johnson, Laura, O’Connor, Alijah, Washburn, Mike, Hartje, Luke, Reckase, Erik, Johnson, Verity, Zhang, Yuhua, Westheimer, Emily, O’Callaghan, William, Malani, Nirav, Chesh, Adrian, Moreau, Michael, Daber, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590345/
https://www.ncbi.nlm.nih.gov/pubmed/37632661
http://dx.doi.org/10.1007/s40291-023-00670-1
_version_ 1785123970972909568
author Zhao, Jianhua
Reuther, Jacquelyn
Scozzaro, Kaylee
Hawley, Megan
Metzger, Emily
Emery, Matthew
Chen, Ingrid
Barbosa, Michelle
Johnson, Laura
O’Connor, Alijah
Washburn, Mike
Hartje, Luke
Reckase, Erik
Johnson, Verity
Zhang, Yuhua
Westheimer, Emily
O’Callaghan, William
Malani, Nirav
Chesh, Adrian
Moreau, Michael
Daber, Robert
author_facet Zhao, Jianhua
Reuther, Jacquelyn
Scozzaro, Kaylee
Hawley, Megan
Metzger, Emily
Emery, Matthew
Chen, Ingrid
Barbosa, Michelle
Johnson, Laura
O’Connor, Alijah
Washburn, Mike
Hartje, Luke
Reckase, Erik
Johnson, Verity
Zhang, Yuhua
Westheimer, Emily
O’Callaghan, William
Malani, Nirav
Chesh, Adrian
Moreau, Michael
Daber, Robert
author_sort Zhao, Jianhua
collection PubMed
description BACKGROUND: Highly sensitive molecular assays have been developed to detect plasma-based circulating tumor DNA (ctDNA), and emerging evidence suggests their clinical utility for monitoring minimal residual disease and recurrent disease, providing prognostic information, and monitoring therapy responses in patients with solid tumors. The Invitae Personalized Cancer Monitoring(™) assay uses a patient-specific, tumor-informed variant signature identified through whole exome sequencing to detect ctDNA in peripheral blood of patients with solid tumors. METHODS: The assay’s tumor whole exome sequencing and ctDNA detection components were analytically validated using 250 unique human specimens and nine commercial reference samples that generated 1349 whole exome sequencing and cell-free DNA (cfDNA)-derived libraries. A comparison of tumor and germline whole exome sequencing was used to identify patient-specific tumor variant signatures and generate patient-specific panels, followed by targeted next-generation sequencing of plasma-derived cfDNA using the patient-specific panels with anchored multiplex polymerase chain reaction chemistry leveraging unique molecular identifiers. RESULTS: Whole exome sequencing resulted in overall sensitivity of 99.8% and specificity of > 99.9%. Patient-specific panels were successfully designed for all 63 samples (100%) with ≥ 20% tumor content and 24 (80%) of 30 samples with ≥ 10% tumor content. Limit of blank studies using 30 histologically normal, formalin-fixed paraffin-embedded specimens resulted in 100% expected panel design failure. The ctDNA detection component demonstrated specificity of > 99.9% and sensitivity of 96.3% for a combination of 10 ng of cfDNA input, 0.008% allele frequency, 50 variants on the patient-specific panels, and a baseline threshold. Limit of detection ranged from 0.008% allele frequency when utilizing 60 ng of cfDNA input with 18–50 variants in the patient-specific panels (> 99.9% sensitivity) with a baseline threshold, to 0.05% allele frequency when using 10 ng of cfDNA input with an 18-variant panel with a monitoring threshold (> 99.9% sensitivity). CONCLUSIONS: The Invitae Personalized Cancer Monitoring assay, featuring a flexible patient-specific panel design with 18–50 variants, demonstrated high sensitivity and specificity for detecting ctDNA at variant allele frequencies as low as 0.008%. This assay may support patient prognostic stratification, provide real-time data on therapy responses, and enable early detection of residual/recurrent disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40291-023-00670-1.
format Online
Article
Text
id pubmed-10590345
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Springer International Publishing
record_format MEDLINE/PubMed
spelling pubmed-105903452023-10-23 Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors Zhao, Jianhua Reuther, Jacquelyn Scozzaro, Kaylee Hawley, Megan Metzger, Emily Emery, Matthew Chen, Ingrid Barbosa, Michelle Johnson, Laura O’Connor, Alijah Washburn, Mike Hartje, Luke Reckase, Erik Johnson, Verity Zhang, Yuhua Westheimer, Emily O’Callaghan, William Malani, Nirav Chesh, Adrian Moreau, Michael Daber, Robert Mol Diagn Ther Original Research Article BACKGROUND: Highly sensitive molecular assays have been developed to detect plasma-based circulating tumor DNA (ctDNA), and emerging evidence suggests their clinical utility for monitoring minimal residual disease and recurrent disease, providing prognostic information, and monitoring therapy responses in patients with solid tumors. The Invitae Personalized Cancer Monitoring(™) assay uses a patient-specific, tumor-informed variant signature identified through whole exome sequencing to detect ctDNA in peripheral blood of patients with solid tumors. METHODS: The assay’s tumor whole exome sequencing and ctDNA detection components were analytically validated using 250 unique human specimens and nine commercial reference samples that generated 1349 whole exome sequencing and cell-free DNA (cfDNA)-derived libraries. A comparison of tumor and germline whole exome sequencing was used to identify patient-specific tumor variant signatures and generate patient-specific panels, followed by targeted next-generation sequencing of plasma-derived cfDNA using the patient-specific panels with anchored multiplex polymerase chain reaction chemistry leveraging unique molecular identifiers. RESULTS: Whole exome sequencing resulted in overall sensitivity of 99.8% and specificity of > 99.9%. Patient-specific panels were successfully designed for all 63 samples (100%) with ≥ 20% tumor content and 24 (80%) of 30 samples with ≥ 10% tumor content. Limit of blank studies using 30 histologically normal, formalin-fixed paraffin-embedded specimens resulted in 100% expected panel design failure. The ctDNA detection component demonstrated specificity of > 99.9% and sensitivity of 96.3% for a combination of 10 ng of cfDNA input, 0.008% allele frequency, 50 variants on the patient-specific panels, and a baseline threshold. Limit of detection ranged from 0.008% allele frequency when utilizing 60 ng of cfDNA input with 18–50 variants in the patient-specific panels (> 99.9% sensitivity) with a baseline threshold, to 0.05% allele frequency when using 10 ng of cfDNA input with an 18-variant panel with a monitoring threshold (> 99.9% sensitivity). CONCLUSIONS: The Invitae Personalized Cancer Monitoring assay, featuring a flexible patient-specific panel design with 18–50 variants, demonstrated high sensitivity and specificity for detecting ctDNA at variant allele frequencies as low as 0.008%. This assay may support patient prognostic stratification, provide real-time data on therapy responses, and enable early detection of residual/recurrent disease. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40291-023-00670-1. Springer International Publishing 2023-08-26 2023 /pmc/articles/PMC10590345/ /pubmed/37632661 http://dx.doi.org/10.1007/s40291-023-00670-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by-nc/4.0/Open Access This article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Original Research Article
Zhao, Jianhua
Reuther, Jacquelyn
Scozzaro, Kaylee
Hawley, Megan
Metzger, Emily
Emery, Matthew
Chen, Ingrid
Barbosa, Michelle
Johnson, Laura
O’Connor, Alijah
Washburn, Mike
Hartje, Luke
Reckase, Erik
Johnson, Verity
Zhang, Yuhua
Westheimer, Emily
O’Callaghan, William
Malani, Nirav
Chesh, Adrian
Moreau, Michael
Daber, Robert
Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors
title Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors
title_full Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors
title_fullStr Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors
title_full_unstemmed Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors
title_short Personalized Cancer Monitoring Assay for the Detection of ctDNA in Patients with Solid Tumors
title_sort personalized cancer monitoring assay for the detection of ctdna in patients with solid tumors
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10590345/
https://www.ncbi.nlm.nih.gov/pubmed/37632661
http://dx.doi.org/10.1007/s40291-023-00670-1
work_keys_str_mv AT zhaojianhua personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT reutherjacquelyn personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT scozzarokaylee personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT hawleymegan personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT metzgeremily personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT emerymatthew personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT cheningrid personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT barbosamichelle personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT johnsonlaura personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT oconnoralijah personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT washburnmike personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT hartjeluke personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT reckaseerik personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT johnsonverity personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT zhangyuhua personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT westheimeremily personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT ocallaghanwilliam personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT malaninirav personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT cheshadrian personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT moreaumichael personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors
AT daberrobert personalizedcancermonitoringassayforthedetectionofctdnainpatientswithsolidtumors