Cargando…
Radiation Induced Lymphopenia Is Associated With the Effective Dose to the Circulating Immune Cells in Breast Cancer
BACKGROUND: Lymphopenia is a known significant factor for treatment outcome in cancer patients, with underlying risk factor poorly understood in breast cancer. We hypothesize that the effective dose to the circulating immune cells (EDIC) which was related with lymphopenia in lung cancer will also ha...
Autores principales: | , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9118537/ https://www.ncbi.nlm.nih.gov/pubmed/35600350 http://dx.doi.org/10.3389/fonc.2022.768956 |
_version_ | 1784710516830109696 |
---|---|
author | Chen, Fang Jin, Jian-Yue Hui, Timothy S.K. Jing, Haiman Zhang, Hong Nong, Yaqing Han, Ying Wang, Weili Ma, Lingyu Yi, Fan Chen, Qingqing Zhang, Yongsheng Fu, Pingfu Yang, Li Xu, Zhiyuan Kong, Feng-Ming Spring |
author_facet | Chen, Fang Jin, Jian-Yue Hui, Timothy S.K. Jing, Haiman Zhang, Hong Nong, Yaqing Han, Ying Wang, Weili Ma, Lingyu Yi, Fan Chen, Qingqing Zhang, Yongsheng Fu, Pingfu Yang, Li Xu, Zhiyuan Kong, Feng-Ming Spring |
author_sort | Chen, Fang |
collection | PubMed |
description | BACKGROUND: Lymphopenia is a known significant factor for treatment outcome in cancer patients, with underlying risk factor poorly understood in breast cancer. We hypothesize that the effective dose to the circulating immune cells (EDIC) which was related with lymphopenia in lung cancer will also have significant effect for radiation induced lymphopenia (RIL) in patients with breast cancer. MATERIAL AND METHODS: Patients treated with adjuvant radiotherapy (RT) and with complete blood tests within one week from RT end/start (post/preRT) were eligible in this study. Radiation dosimetric factors were collected retrospectively, and EDIC for each patient was calculated based on the doses to lung, heart and total body according to the model description, as previously reported. RIL was defined by the CTCAE5.0 based on postRT peripheral lymphocyte count (PLC). Linear regression was first used to test the correlation between EDIC with post/preRT PLC ratio and postRT PLC, using all these as continuous variables. Normal tissue complication probability (NTCP) was used to develop models that predict the CTCAE graded RIL from EDIC. RESULTS: A total of 735 patients were eligible. The mean post/preRT PLC ratio was 0.66 (95% CI: 0.64-0.68) and mean EDIC of breast cancer was 1.70Gy (95% CI: 1.64-1.75). Both post/preRT PLC ratio and postRT PLC were significantly correlated with EDIC (P<0.001), with R(2) of 0.246. For patients with normal preRT PLC, the post/preRT PLC ratio was better associated with EDIC, and postRT PLC was expressed as PLC(preRT) × (0.89 – 0.16 × EDIC). For patients with preRT lymphopenia, postRT PLC was better associated with EDIC and it was 1.1 – 0.17 × EDIC. Using binned EDIC as the dose variable, the bootstrap validated NTCPs fit the data nicely with R(2) of 0.93, 0.96, and 0.94 for grade-1, grade-2, and grade-3 RIL, respectively. The corresponding EDIC to induce 50% of grade-1, grade-2 and grade-3 RIL was 1.2, 2.1 and 3.7 Gy, respectively. CONCLUSION: EDIC is a significant factor for RIL in patients with breast cancer, and may be used to compute the risk of lymphopenia in each individual patient with the use of the conventional NTCP modeling. External validation is needed before the EDIC can be used to guide RT plan. |
format | Online Article Text |
id | pubmed-9118537 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91185372022-05-20 Radiation Induced Lymphopenia Is Associated With the Effective Dose to the Circulating Immune Cells in Breast Cancer Chen, Fang Jin, Jian-Yue Hui, Timothy S.K. Jing, Haiman Zhang, Hong Nong, Yaqing Han, Ying Wang, Weili Ma, Lingyu Yi, Fan Chen, Qingqing Zhang, Yongsheng Fu, Pingfu Yang, Li Xu, Zhiyuan Kong, Feng-Ming Spring Front Oncol Oncology BACKGROUND: Lymphopenia is a known significant factor for treatment outcome in cancer patients, with underlying risk factor poorly understood in breast cancer. We hypothesize that the effective dose to the circulating immune cells (EDIC) which was related with lymphopenia in lung cancer will also have significant effect for radiation induced lymphopenia (RIL) in patients with breast cancer. MATERIAL AND METHODS: Patients treated with adjuvant radiotherapy (RT) and with complete blood tests within one week from RT end/start (post/preRT) were eligible in this study. Radiation dosimetric factors were collected retrospectively, and EDIC for each patient was calculated based on the doses to lung, heart and total body according to the model description, as previously reported. RIL was defined by the CTCAE5.0 based on postRT peripheral lymphocyte count (PLC). Linear regression was first used to test the correlation between EDIC with post/preRT PLC ratio and postRT PLC, using all these as continuous variables. Normal tissue complication probability (NTCP) was used to develop models that predict the CTCAE graded RIL from EDIC. RESULTS: A total of 735 patients were eligible. The mean post/preRT PLC ratio was 0.66 (95% CI: 0.64-0.68) and mean EDIC of breast cancer was 1.70Gy (95% CI: 1.64-1.75). Both post/preRT PLC ratio and postRT PLC were significantly correlated with EDIC (P<0.001), with R(2) of 0.246. For patients with normal preRT PLC, the post/preRT PLC ratio was better associated with EDIC, and postRT PLC was expressed as PLC(preRT) × (0.89 – 0.16 × EDIC). For patients with preRT lymphopenia, postRT PLC was better associated with EDIC and it was 1.1 – 0.17 × EDIC. Using binned EDIC as the dose variable, the bootstrap validated NTCPs fit the data nicely with R(2) of 0.93, 0.96, and 0.94 for grade-1, grade-2, and grade-3 RIL, respectively. The corresponding EDIC to induce 50% of grade-1, grade-2 and grade-3 RIL was 1.2, 2.1 and 3.7 Gy, respectively. CONCLUSION: EDIC is a significant factor for RIL in patients with breast cancer, and may be used to compute the risk of lymphopenia in each individual patient with the use of the conventional NTCP modeling. External validation is needed before the EDIC can be used to guide RT plan. Frontiers Media S.A. 2022-04-28 /pmc/articles/PMC9118537/ /pubmed/35600350 http://dx.doi.org/10.3389/fonc.2022.768956 Text en Copyright © 2022 Chen, Jin, Hui, Jing, Zhang, Nong, Han, Wang, Ma, Yi, Chen, Zhang, Fu, Yang, Xu and Kong https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Chen, Fang Jin, Jian-Yue Hui, Timothy S.K. Jing, Haiman Zhang, Hong Nong, Yaqing Han, Ying Wang, Weili Ma, Lingyu Yi, Fan Chen, Qingqing Zhang, Yongsheng Fu, Pingfu Yang, Li Xu, Zhiyuan Kong, Feng-Ming Spring Radiation Induced Lymphopenia Is Associated With the Effective Dose to the Circulating Immune Cells in Breast Cancer |
title | Radiation Induced Lymphopenia Is Associated With the Effective Dose to the Circulating Immune Cells in Breast Cancer |
title_full | Radiation Induced Lymphopenia Is Associated With the Effective Dose to the Circulating Immune Cells in Breast Cancer |
title_fullStr | Radiation Induced Lymphopenia Is Associated With the Effective Dose to the Circulating Immune Cells in Breast Cancer |
title_full_unstemmed | Radiation Induced Lymphopenia Is Associated With the Effective Dose to the Circulating Immune Cells in Breast Cancer |
title_short | Radiation Induced Lymphopenia Is Associated With the Effective Dose to the Circulating Immune Cells in Breast Cancer |
title_sort | radiation induced lymphopenia is associated with the effective dose to the circulating immune cells in breast cancer |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9118537/ https://www.ncbi.nlm.nih.gov/pubmed/35600350 http://dx.doi.org/10.3389/fonc.2022.768956 |
work_keys_str_mv | AT chenfang radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT jinjianyue radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT huitimothysk radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT jinghaiman radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT zhanghong radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT nongyaqing radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT hanying radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT wangweili radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT malingyu radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT yifan radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT chenqingqing radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT zhangyongsheng radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT fupingfu radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT yangli radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT xuzhiyuan radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer AT kongfengmingspring radiationinducedlymphopeniaisassociatedwiththeeffectivedosetothecirculatingimmunecellsinbreastcancer |