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Association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer

BACKGROUND: Tumor microenvironment plays pivotal roles in carcinogenesis, cancer development and metastasis. Composition of cancer immune cell subsets can be inferred by deconvolution of gene expression profile accurately. Compositions of the cell types in cancer microenvironment including cancer in...

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Autores principales: Zhu, Min, Li, Xingjie, Cheng, Xu, Yi, Xingxu, Ye, Fang, Li, Xiaolai, Hu, Zongtao, Zhang, Liwei, Nie, Jinfu, Li, Xueling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9082952/
https://www.ncbi.nlm.nih.gov/pubmed/35534879
http://dx.doi.org/10.1186/s12920-022-01252-6
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author Zhu, Min
Li, Xingjie
Cheng, Xu
Yi, Xingxu
Ye, Fang
Li, Xiaolai
Hu, Zongtao
Zhang, Liwei
Nie, Jinfu
Li, Xueling
author_facet Zhu, Min
Li, Xingjie
Cheng, Xu
Yi, Xingxu
Ye, Fang
Li, Xiaolai
Hu, Zongtao
Zhang, Liwei
Nie, Jinfu
Li, Xueling
author_sort Zhu, Min
collection PubMed
description BACKGROUND: Tumor microenvironment plays pivotal roles in carcinogenesis, cancer development and metastasis. Composition of cancer immune cell subsets can be inferred by deconvolution of gene expression profile accurately. Compositions of the cell types in cancer microenvironment including cancer infiltrating immune and stromal cells have been reported to be associated with the cancer outcomes markers for cancer prognosis. However, rare studies have been reported on their association with the response to preoperative radiotherapy for rectal cancer. METHODS: In this paper, we deconvoluted the immune/stromal cell composition from the gene expression profiles. We compared the composition of immune/stromal cell types in the RT responsive versus nonresponsive for rectal cancer. We also compared the peripheral blood immune cell subset composition in the stable diseases versus progressive diseases of rectal cancer patients with fluorescence-activated cell sorting from our institution. RESULTS: Compared with the non-responsive group, the responsive group showed higher proportions of CD4(+) T cell (0.1378 ± 0.0368 vs. 0.1071 ± 0.0373, p = 0.0215), adipocytes, T cells CD4 memory resting, and lower proportions of CD8(+) T cell (0.1798 ± 0.0217 vs. 0.2104 ± 0.0415, p = 0.0239), macrophages M2, and preadipocytes in their cancer tissue. The responsive patients showed a higher ratio of CD4(+)/CD8(+) T cell proportions (mean 0.7869 vs. 0.5564, p = 0.0210). Consistently, the peripheral blood dataset showed higher proportion of CD4(+) T cells and higher ratio of CD4(+)/CD8(+) T cells, and lower proportion of CD8(+) T cells for favorable prognosis. We validated these results with a pooled dataset of GSE3493 and GSE35452, and more peripheral blood data, respectively. Finally, we imported these eight cell features including eosinophils and macrophage M1 to Support Vector Machines and could predict the pre-radiotherapy responsive versus non-responsive with an accuracy of 76%, ROC AUC 0.77, 95% confidential interval of 0.632–0.857, better than the gene signatures. CONCLUSIONS: Our results showed that the proportions of tumor-infiltrating subsets and peripheral blood immune cell subsets can be important immune cell markers and treatment targets for outcomes of radiotherapy for rectal cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-022-01252-6.
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spelling pubmed-90829522022-05-10 Association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer Zhu, Min Li, Xingjie Cheng, Xu Yi, Xingxu Ye, Fang Li, Xiaolai Hu, Zongtao Zhang, Liwei Nie, Jinfu Li, Xueling BMC Med Genomics Research BACKGROUND: Tumor microenvironment plays pivotal roles in carcinogenesis, cancer development and metastasis. Composition of cancer immune cell subsets can be inferred by deconvolution of gene expression profile accurately. Compositions of the cell types in cancer microenvironment including cancer infiltrating immune and stromal cells have been reported to be associated with the cancer outcomes markers for cancer prognosis. However, rare studies have been reported on their association with the response to preoperative radiotherapy for rectal cancer. METHODS: In this paper, we deconvoluted the immune/stromal cell composition from the gene expression profiles. We compared the composition of immune/stromal cell types in the RT responsive versus nonresponsive for rectal cancer. We also compared the peripheral blood immune cell subset composition in the stable diseases versus progressive diseases of rectal cancer patients with fluorescence-activated cell sorting from our institution. RESULTS: Compared with the non-responsive group, the responsive group showed higher proportions of CD4(+) T cell (0.1378 ± 0.0368 vs. 0.1071 ± 0.0373, p = 0.0215), adipocytes, T cells CD4 memory resting, and lower proportions of CD8(+) T cell (0.1798 ± 0.0217 vs. 0.2104 ± 0.0415, p = 0.0239), macrophages M2, and preadipocytes in their cancer tissue. The responsive patients showed a higher ratio of CD4(+)/CD8(+) T cell proportions (mean 0.7869 vs. 0.5564, p = 0.0210). Consistently, the peripheral blood dataset showed higher proportion of CD4(+) T cells and higher ratio of CD4(+)/CD8(+) T cells, and lower proportion of CD8(+) T cells for favorable prognosis. We validated these results with a pooled dataset of GSE3493 and GSE35452, and more peripheral blood data, respectively. Finally, we imported these eight cell features including eosinophils and macrophage M1 to Support Vector Machines and could predict the pre-radiotherapy responsive versus non-responsive with an accuracy of 76%, ROC AUC 0.77, 95% confidential interval of 0.632–0.857, better than the gene signatures. CONCLUSIONS: Our results showed that the proportions of tumor-infiltrating subsets and peripheral blood immune cell subsets can be important immune cell markers and treatment targets for outcomes of radiotherapy for rectal cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12920-022-01252-6. BioMed Central 2022-05-09 /pmc/articles/PMC9082952/ /pubmed/35534879 http://dx.doi.org/10.1186/s12920-022-01252-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Zhu, Min
Li, Xingjie
Cheng, Xu
Yi, Xingxu
Ye, Fang
Li, Xiaolai
Hu, Zongtao
Zhang, Liwei
Nie, Jinfu
Li, Xueling
Association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer
title Association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer
title_full Association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer
title_fullStr Association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer
title_full_unstemmed Association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer
title_short Association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer
title_sort association of the tissue infiltrated and peripheral blood immune cell subsets with response to radiotherapy for rectal cancer
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9082952/
https://www.ncbi.nlm.nih.gov/pubmed/35534879
http://dx.doi.org/10.1186/s12920-022-01252-6
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