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Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients

Monitoring of disease/therapeutic conditions is an important application of circulating tumor DNA (ctDNA). We devised numerical indices, based on ctDNA dynamics, for therapeutic response and disease progression. 52 lung cancer patients subjected to the EGFR-TKI treatment were prospectively collected...

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Autores principales: Kato, Kikuya, Uchida, Junji, Kukita, Yoji, Kumagai, Toru, Nishino, Kazumi, Inoue, Takako, Kimura, Madoka, Oba, Shigeyuki, Imamura, Fumio
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4933907/
https://www.ncbi.nlm.nih.gov/pubmed/27381430
http://dx.doi.org/10.1038/srep29093
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author Kato, Kikuya
Uchida, Junji
Kukita, Yoji
Kumagai, Toru
Nishino, Kazumi
Inoue, Takako
Kimura, Madoka
Oba, Shigeyuki
Imamura, Fumio
author_facet Kato, Kikuya
Uchida, Junji
Kukita, Yoji
Kumagai, Toru
Nishino, Kazumi
Inoue, Takako
Kimura, Madoka
Oba, Shigeyuki
Imamura, Fumio
author_sort Kato, Kikuya
collection PubMed
description Monitoring of disease/therapeutic conditions is an important application of circulating tumor DNA (ctDNA). We devised numerical indices, based on ctDNA dynamics, for therapeutic response and disease progression. 52 lung cancer patients subjected to the EGFR-TKI treatment were prospectively collected, and ctDNA levels represented by the activating and T790M mutations were measured using deep sequencing. Typically, ctDNA levels decreased sharply upon initiation of EGFR-TKI, however this did not occur in progressive disease (PD) cases. All 3 PD cases at initiation of EGFR-TKI were separated from other 27 cases in a two-dimensional space generated by the ratio of the ctDNA levels before and after therapy initiation (mutation allele ratio in therapy, MART) and the average ctDNA level. For responses to various agents after disease progression, PD/stable disease cases were separated from partial response cases using MART (accuracy, 94.7%; 95% CI, 73.5–100). For disease progression, the initiation of ctDNA elevation (initial positive point) was compared with the onset of objective disease progression. In 11 out of 28 eligible patients, both occurred within ±100 day range, suggesting a detection of the same change in disease condition. Our numerical indices have potential applicability in clinical practice, pending confirmation with designed prospective studies.
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spelling pubmed-49339072016-07-08 Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients Kato, Kikuya Uchida, Junji Kukita, Yoji Kumagai, Toru Nishino, Kazumi Inoue, Takako Kimura, Madoka Oba, Shigeyuki Imamura, Fumio Sci Rep Article Monitoring of disease/therapeutic conditions is an important application of circulating tumor DNA (ctDNA). We devised numerical indices, based on ctDNA dynamics, for therapeutic response and disease progression. 52 lung cancer patients subjected to the EGFR-TKI treatment were prospectively collected, and ctDNA levels represented by the activating and T790M mutations were measured using deep sequencing. Typically, ctDNA levels decreased sharply upon initiation of EGFR-TKI, however this did not occur in progressive disease (PD) cases. All 3 PD cases at initiation of EGFR-TKI were separated from other 27 cases in a two-dimensional space generated by the ratio of the ctDNA levels before and after therapy initiation (mutation allele ratio in therapy, MART) and the average ctDNA level. For responses to various agents after disease progression, PD/stable disease cases were separated from partial response cases using MART (accuracy, 94.7%; 95% CI, 73.5–100). For disease progression, the initiation of ctDNA elevation (initial positive point) was compared with the onset of objective disease progression. In 11 out of 28 eligible patients, both occurred within ±100 day range, suggesting a detection of the same change in disease condition. Our numerical indices have potential applicability in clinical practice, pending confirmation with designed prospective studies. Nature Publishing Group 2016-07-06 /pmc/articles/PMC4933907/ /pubmed/27381430 http://dx.doi.org/10.1038/srep29093 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Kato, Kikuya
Uchida, Junji
Kukita, Yoji
Kumagai, Toru
Nishino, Kazumi
Inoue, Takako
Kimura, Madoka
Oba, Shigeyuki
Imamura, Fumio
Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients
title Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients
title_full Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients
title_fullStr Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients
title_full_unstemmed Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients
title_short Numerical indices based on circulating tumor DNA for the evaluation of therapeutic response and disease progression in lung cancer patients
title_sort numerical indices based on circulating tumor dna for the evaluation of therapeutic response and disease progression in lung cancer patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4933907/
https://www.ncbi.nlm.nih.gov/pubmed/27381430
http://dx.doi.org/10.1038/srep29093
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