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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.
Affiliation
  • Zhu M; Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, 350 Shushanhu Road, Hefei, 230031, People's Republic of China.
  • Li X; Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, People's Republic of China.
  • Cheng X; Institute of Physical Science and Information Technology, Anhui University, 111 Jiulong Road, Hefei, 230601, People's Republic of China.
  • Yi X; Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, People's Republic of China.
  • Ye F; Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, People's Republic of China.
  • Li X; Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, People's Republic of China.
  • Hu Z; Hefei Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, 350 Shushanhu Road, Hefei, 230031, People's Republic of China.
  • Zhang L; Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, People's Republic of China.
  • Nie J; Hefei Cancer Hospital, Chinese Academy of Sciences, Hefei, 230031, People's Republic of China. doctorzhangliwei@163.com.
  • Li X; Anhui Province Key Laboratory of Medical Physics and Technology, Institute of Health and Medical Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, 350 Shushanhu Road, Hefei, 230031, People's Republic of China. jeffnie@cmpt.ac.cn.
BMC Med Genomics ; 15(Suppl 2): 107, 2022 05 09.
Article in En | MEDLINE | ID: mdl-35534879
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.
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Rectal Neoplasms / CD8-Positive T-Lymphocytes Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: BMC Med Genomics Journal subject: GENETICA MEDICA Year: 2022 Type: Article

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Rectal Neoplasms / CD8-Positive T-Lymphocytes Type of study: Prognostic_studies / Risk_factors_studies Limits: Humans Language: En Journal: BMC Med Genomics Journal subject: GENETICA MEDICA Year: 2022 Type: Article