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Genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization

BACKGROUND: Soft-tissue sarcomas (STS) are heterogeneous with variable response to radiation therapy (RT). Utilizing the radiosensitivity index (RSI) we estimated the radiobiologic ratio of lethal to sublethal damage (α/β), genomic-adjusted radiation dose(GARD), and in-turn a biological effective ra...

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Autores principales: Yang, George, Yuan, Zhigang, Ahmed, Kamran, Welsh, Eric A., Fulp, William J., Gonzalez, Ricardo J., Mullinax, John E., Letson, Douglas, Bui, Marilyn, Harrison, Louis B., Scott, Jacob G., Torres-Roca, Javier F., Naghavi, Arash O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8274330/
https://www.ncbi.nlm.nih.gov/pubmed/34246048
http://dx.doi.org/10.1016/j.tranon.2021.101165
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author Yang, George
Yuan, Zhigang
Ahmed, Kamran
Welsh, Eric A.
Fulp, William J.
Gonzalez, Ricardo J.
Mullinax, John E.
Letson, Douglas
Bui, Marilyn
Harrison, Louis B.
Scott, Jacob G.
Torres-Roca, Javier F.
Naghavi, Arash O.
author_facet Yang, George
Yuan, Zhigang
Ahmed, Kamran
Welsh, Eric A.
Fulp, William J.
Gonzalez, Ricardo J.
Mullinax, John E.
Letson, Douglas
Bui, Marilyn
Harrison, Louis B.
Scott, Jacob G.
Torres-Roca, Javier F.
Naghavi, Arash O.
author_sort Yang, George
collection PubMed
description BACKGROUND: Soft-tissue sarcomas (STS) are heterogeneous with variable response to radiation therapy (RT). Utilizing the radiosensitivity index (RSI) we estimated the radiobiologic ratio of lethal to sublethal damage (α/β), genomic-adjusted radiation dose(GARD), and in-turn a biological effective radiation dose (BED). METHODS: Two independent cohorts of patients with soft-tissue sarcoma were identified. The first cohort included 217 genomically-profiled samples from our institutional prospective tissue collection protocol; RSI was calculated for these samples, which were then used to dichotomize the population as either highly radioresistant (HRR) or conventionally radioresistant (CRR). In addition, RSI was used to calculate α/β ratio and GARD, providing ideal dosing based on sarcoma genomic radiosensitivity. A second cohort comprising 399 non-metastatic-STS patients treated with neoadjuvant RT and surgery was used to validate our findings. RESULTS: Based on the RSI of the sample cohort, 84% would historically be considered radioresistant. We identified a HRR subset that had a significant difference in the RSI, and clinically a lower tumor response to radiation (2.4% vs. 19.4%), 5-year locoregional-control (76.5% vs. 90.8%), and lower estimated α/β (3.29 vs. 5.98), when compared to CRR sarcoma. Using GARD, the dose required to optimize outcome in the HRR subset is a BED(α/β=)(3.29) of 97 Gy. CONCLUSIONS: We demonstrate that on a genomic scale, that although STS is radioresistant overall, they are heterogeneous in terms of radiosensitivity. We validated this clinically and estimated an α/β ratio and dosing that would optimize outcome, personalizing dose.
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spelling pubmed-82743302021-07-22 Genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization Yang, George Yuan, Zhigang Ahmed, Kamran Welsh, Eric A. Fulp, William J. Gonzalez, Ricardo J. Mullinax, John E. Letson, Douglas Bui, Marilyn Harrison, Louis B. Scott, Jacob G. Torres-Roca, Javier F. Naghavi, Arash O. Transl Oncol Original Research BACKGROUND: Soft-tissue sarcomas (STS) are heterogeneous with variable response to radiation therapy (RT). Utilizing the radiosensitivity index (RSI) we estimated the radiobiologic ratio of lethal to sublethal damage (α/β), genomic-adjusted radiation dose(GARD), and in-turn a biological effective radiation dose (BED). METHODS: Two independent cohorts of patients with soft-tissue sarcoma were identified. The first cohort included 217 genomically-profiled samples from our institutional prospective tissue collection protocol; RSI was calculated for these samples, which were then used to dichotomize the population as either highly radioresistant (HRR) or conventionally radioresistant (CRR). In addition, RSI was used to calculate α/β ratio and GARD, providing ideal dosing based on sarcoma genomic radiosensitivity. A second cohort comprising 399 non-metastatic-STS patients treated with neoadjuvant RT and surgery was used to validate our findings. RESULTS: Based on the RSI of the sample cohort, 84% would historically be considered radioresistant. We identified a HRR subset that had a significant difference in the RSI, and clinically a lower tumor response to radiation (2.4% vs. 19.4%), 5-year locoregional-control (76.5% vs. 90.8%), and lower estimated α/β (3.29 vs. 5.98), when compared to CRR sarcoma. Using GARD, the dose required to optimize outcome in the HRR subset is a BED(α/β=)(3.29) of 97 Gy. CONCLUSIONS: We demonstrate that on a genomic scale, that although STS is radioresistant overall, they are heterogeneous in terms of radiosensitivity. We validated this clinically and estimated an α/β ratio and dosing that would optimize outcome, personalizing dose. Neoplasia Press 2021-07-07 /pmc/articles/PMC8274330/ /pubmed/34246048 http://dx.doi.org/10.1016/j.tranon.2021.101165 Text en © 2021 The Authors. 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
Yang, George
Yuan, Zhigang
Ahmed, Kamran
Welsh, Eric A.
Fulp, William J.
Gonzalez, Ricardo J.
Mullinax, John E.
Letson, Douglas
Bui, Marilyn
Harrison, Louis B.
Scott, Jacob G.
Torres-Roca, Javier F.
Naghavi, Arash O.
Genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization
title Genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization
title_full Genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization
title_fullStr Genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization
title_full_unstemmed Genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization
title_short Genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization
title_sort genomic identification of sarcoma radiosensitivity and the clinical implications for radiation dose personalization
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8274330/
https://www.ncbi.nlm.nih.gov/pubmed/34246048
http://dx.doi.org/10.1016/j.tranon.2021.101165
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