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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...

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Autores principales: 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.
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
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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
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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
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