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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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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. |
format | Online Article Text |
id | pubmed-4933907 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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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