Cargando…
Combined multimodal ctDNA analysis and radiological imaging for tumor surveillance in Non-small cell lung cancer
BACKGROUND: Radiology is the current standard for monitoring treatment responses in lung cancer. Limited sensitivity, exposure to ionizing radiations and related sequelae constitute some of its major limitation. Non-invasive and highly sensitive methods for early detection of treatment failures and...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8605355/ https://www.ncbi.nlm.nih.gov/pubmed/34800919 http://dx.doi.org/10.1016/j.tranon.2021.101279 |
_version_ | 1784602161144922112 |
---|---|
author | Metzenmacher, Martin Hegedüs, Balazs Forster, Jan Schramm, Alexander Horn, Peter A. Klein, Christoph A. Bielefeld, Nicola Ploenes, Till Aigner, Clemens Theegarten, Dirk Schildhaus, Hans-Ulrich Siveke, Jens T. Schuler, Martin Lueong, Smiths S. |
author_facet | Metzenmacher, Martin Hegedüs, Balazs Forster, Jan Schramm, Alexander Horn, Peter A. Klein, Christoph A. Bielefeld, Nicola Ploenes, Till Aigner, Clemens Theegarten, Dirk Schildhaus, Hans-Ulrich Siveke, Jens T. Schuler, Martin Lueong, Smiths S. |
author_sort | Metzenmacher, Martin |
collection | PubMed |
description | BACKGROUND: Radiology is the current standard for monitoring treatment responses in lung cancer. Limited sensitivity, exposure to ionizing radiations and related sequelae constitute some of its major limitation. Non-invasive and highly sensitive methods for early detection of treatment failures and resistance-associated disease progression would have additional clinical utility. METHODS: We analyzed serially collected plasma and paired tumor samples from lung cancer patients (61 with stage IV, 48 with stages I-III disease) and 61 healthy samples by means of next-generation sequencing, radiological imaging and droplet digital polymerase chain reaction (ddPCR) mutation and methylation assays. RESULTS: A 62% variant concordance between tumor-reported and circulating-free DNA (cfDNA) sequencing was observed between baseline liquid and tissue biopsies in stage IV patients. Interestingly, ctDNA sequencing allowed for the identification of resistance-mediating p.T790M mutations in baseline plasma samples for which no such mutation was observed in the corresponding tissue. Serial circulating tumor DNA (ctDNA) mutation analysis by means of ddPCR revealed a general decrease in ctDNA loads between baseline and first reassessment. Additionally, serial ctDNA analyses only recapitulated computed tomography (CT) -monitored tumor dynamics of some, but not all lesions within the same patient. To complement ctDNA variant analysis we devised a ctDNA methylation assay ((meth)cfDNA) based on methylation-sensitive restriction enzymes. cfDNA methylation showed and area under the curve (AUC) of > 0.90 in early and late stage cases. A decrease in (meth)cfDNA between baseline and first reassessment was reflected by a decrease in CT-derive tumor surface area, irrespective of tumor mutational status. CONCLUSION: Taken together, our data support the use of cfDNA sequencing for unbiased characterization of the molecular tumor architecture, highlights the impact of tumor architectural heterogeneity on ctDNA-based tumor surveillance and the added value of complementary approaches such as cfDNA methylation for early detection and monitoring |
format | Online Article Text |
id | pubmed-8605355 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-86053552021-11-26 Combined multimodal ctDNA analysis and radiological imaging for tumor surveillance in Non-small cell lung cancer Metzenmacher, Martin Hegedüs, Balazs Forster, Jan Schramm, Alexander Horn, Peter A. Klein, Christoph A. Bielefeld, Nicola Ploenes, Till Aigner, Clemens Theegarten, Dirk Schildhaus, Hans-Ulrich Siveke, Jens T. Schuler, Martin Lueong, Smiths S. Transl Oncol Original Research BACKGROUND: Radiology is the current standard for monitoring treatment responses in lung cancer. Limited sensitivity, exposure to ionizing radiations and related sequelae constitute some of its major limitation. Non-invasive and highly sensitive methods for early detection of treatment failures and resistance-associated disease progression would have additional clinical utility. METHODS: We analyzed serially collected plasma and paired tumor samples from lung cancer patients (61 with stage IV, 48 with stages I-III disease) and 61 healthy samples by means of next-generation sequencing, radiological imaging and droplet digital polymerase chain reaction (ddPCR) mutation and methylation assays. RESULTS: A 62% variant concordance between tumor-reported and circulating-free DNA (cfDNA) sequencing was observed between baseline liquid and tissue biopsies in stage IV patients. Interestingly, ctDNA sequencing allowed for the identification of resistance-mediating p.T790M mutations in baseline plasma samples for which no such mutation was observed in the corresponding tissue. Serial circulating tumor DNA (ctDNA) mutation analysis by means of ddPCR revealed a general decrease in ctDNA loads between baseline and first reassessment. Additionally, serial ctDNA analyses only recapitulated computed tomography (CT) -monitored tumor dynamics of some, but not all lesions within the same patient. To complement ctDNA variant analysis we devised a ctDNA methylation assay ((meth)cfDNA) based on methylation-sensitive restriction enzymes. cfDNA methylation showed and area under the curve (AUC) of > 0.90 in early and late stage cases. A decrease in (meth)cfDNA between baseline and first reassessment was reflected by a decrease in CT-derive tumor surface area, irrespective of tumor mutational status. CONCLUSION: Taken together, our data support the use of cfDNA sequencing for unbiased characterization of the molecular tumor architecture, highlights the impact of tumor architectural heterogeneity on ctDNA-based tumor surveillance and the added value of complementary approaches such as cfDNA methylation for early detection and monitoring Neoplasia Press 2021-11-17 /pmc/articles/PMC8605355/ /pubmed/34800919 http://dx.doi.org/10.1016/j.tranon.2021.101279 Text en © 2021 Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Original Research Metzenmacher, Martin Hegedüs, Balazs Forster, Jan Schramm, Alexander Horn, Peter A. Klein, Christoph A. Bielefeld, Nicola Ploenes, Till Aigner, Clemens Theegarten, Dirk Schildhaus, Hans-Ulrich Siveke, Jens T. Schuler, Martin Lueong, Smiths S. Combined multimodal ctDNA analysis and radiological imaging for tumor surveillance in Non-small cell lung cancer |
title | Combined multimodal ctDNA analysis and radiological imaging for tumor surveillance in Non-small cell lung cancer |
title_full | Combined multimodal ctDNA analysis and radiological imaging for tumor surveillance in Non-small cell lung cancer |
title_fullStr | Combined multimodal ctDNA analysis and radiological imaging for tumor surveillance in Non-small cell lung cancer |
title_full_unstemmed | Combined multimodal ctDNA analysis and radiological imaging for tumor surveillance in Non-small cell lung cancer |
title_short | Combined multimodal ctDNA analysis and radiological imaging for tumor surveillance in Non-small cell lung cancer |
title_sort | combined multimodal ctdna analysis and radiological imaging for tumor surveillance in non-small cell lung cancer |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8605355/ https://www.ncbi.nlm.nih.gov/pubmed/34800919 http://dx.doi.org/10.1016/j.tranon.2021.101279 |
work_keys_str_mv | AT metzenmachermartin combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT hegedusbalazs combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT forsterjan combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT schrammalexander combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT hornpetera combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT kleinchristopha combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT bielefeldnicola combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT ploenestill combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT aignerclemens combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT theegartendirk combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT schildhaushansulrich combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT sivekejenst combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT schulermartin combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer AT lueongsmithss combinedmultimodalctdnaanalysisandradiologicalimagingfortumorsurveillanceinnonsmallcelllungcancer |