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The intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications
BACKGROUND: The response rate and survival benefit of immunotherapy vary among patients, implying specific immune status of an individual could be associated with the effect of immunotherapy. However, in-depth studies of immune subtypes (ISs), immune landscape and tumour microenvironment of oesophag...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8078926/ https://www.ncbi.nlm.nih.gov/pubmed/33860722 http://dx.doi.org/10.1080/07853890.2021.1912385 |
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author | Xie, Yujie Shi, Xiaoshun Chen, Ying Wu, Bomeng Gong, Xiaolin Lu, Weicheng Lin, Wanli |
author_facet | Xie, Yujie Shi, Xiaoshun Chen, Ying Wu, Bomeng Gong, Xiaolin Lu, Weicheng Lin, Wanli |
author_sort | Xie, Yujie |
collection | PubMed |
description | BACKGROUND: The response rate and survival benefit of immunotherapy vary among patients, implying specific immune status of an individual could be associated with the effect of immunotherapy. However, in-depth studies of immune subtypes (ISs), immune landscape and tumour microenvironment of oesophageal cancer (ESCA) and their clinical implications are less reported. METHODS: We first accessed data from publicly available databases and preprocessed it based on a standard protocol. Then, ISs were identified by unsupervised learning. Thereafter, the association of these ISs and tumour mutation burden (TMB), biomarkers of chemotherapy-induced immune response, tumour markers were also assessed. In addition, the immune characteristics, immune landscape, co-expression network of immune genes, and clinical implications were visualized and analysed. RESULTS: We identified three immunoclusters based on immune-associated genes with intra-class heterogeneity and prognostic value. Cluster-specific associations with TMB, markers of chemotherapy-induced immune response, and tumour markers were revealed. A 4-gene signature (risk score= −0.16514291×BHLHE22−0.03964046×MXRA8−0.15242778×SLIT2−0.05553572×SPON1) based on co-expressed genes in the immunoclusters was developed and externally validated. CONCLUSIONS: In summary, we identified clinically relevant immunoclusters in both adenocarcinoma and squamous cell carcinoma of oesophagus, revealing the necessity of assessing the complexity and diversity of immune microenvironment for cancer immunotherapy. |
format | Online Article Text |
id | pubmed-8078926 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-80789262021-05-06 The intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications Xie, Yujie Shi, Xiaoshun Chen, Ying Wu, Bomeng Gong, Xiaolin Lu, Weicheng Lin, Wanli Ann Med Oncology BACKGROUND: The response rate and survival benefit of immunotherapy vary among patients, implying specific immune status of an individual could be associated with the effect of immunotherapy. However, in-depth studies of immune subtypes (ISs), immune landscape and tumour microenvironment of oesophageal cancer (ESCA) and their clinical implications are less reported. METHODS: We first accessed data from publicly available databases and preprocessed it based on a standard protocol. Then, ISs were identified by unsupervised learning. Thereafter, the association of these ISs and tumour mutation burden (TMB), biomarkers of chemotherapy-induced immune response, tumour markers were also assessed. In addition, the immune characteristics, immune landscape, co-expression network of immune genes, and clinical implications were visualized and analysed. RESULTS: We identified three immunoclusters based on immune-associated genes with intra-class heterogeneity and prognostic value. Cluster-specific associations with TMB, markers of chemotherapy-induced immune response, and tumour markers were revealed. A 4-gene signature (risk score= −0.16514291×BHLHE22−0.03964046×MXRA8−0.15242778×SLIT2−0.05553572×SPON1) based on co-expressed genes in the immunoclusters was developed and externally validated. CONCLUSIONS: In summary, we identified clinically relevant immunoclusters in both adenocarcinoma and squamous cell carcinoma of oesophagus, revealing the necessity of assessing the complexity and diversity of immune microenvironment for cancer immunotherapy. Taylor & Francis 2021-04-16 /pmc/articles/PMC8078926/ /pubmed/33860722 http://dx.doi.org/10.1080/07853890.2021.1912385 Text en © 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Oncology Xie, Yujie Shi, Xiaoshun Chen, Ying Wu, Bomeng Gong, Xiaolin Lu, Weicheng Lin, Wanli The intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications |
title | The intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications |
title_full | The intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications |
title_fullStr | The intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications |
title_full_unstemmed | The intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications |
title_short | The intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications |
title_sort | intra-class heterogeneity of immunophenotyping and immune landscape in oesophageal cancer and clinical implications |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8078926/ https://www.ncbi.nlm.nih.gov/pubmed/33860722 http://dx.doi.org/10.1080/07853890.2021.1912385 |
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