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Calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma

Background: Calreticulin (CALR) has been investigated in several malignant diseases and is associated with immune-cell infiltration. However, the prognostic value of CALR in kidney renal clear cell carcinoma (KIRC) is still unknown. Methods: Based on the computational analysis, data from 530 KIRC ca...

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Autores principales: Sun, Ming, Qi, Shanshan, Wu, Min, Xia, Wei, Xiong, Hao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9633671/
https://www.ncbi.nlm.nih.gov/pubmed/36338983
http://dx.doi.org/10.3389/fgene.2022.909556
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author Sun, Ming
Qi, Shanshan
Wu, Min
Xia, Wei
Xiong, Hao
author_facet Sun, Ming
Qi, Shanshan
Wu, Min
Xia, Wei
Xiong, Hao
author_sort Sun, Ming
collection PubMed
description Background: Calreticulin (CALR) has been investigated in several malignant diseases and is associated with immune-cell infiltration. However, the prognostic value of CALR in kidney renal clear cell carcinoma (KIRC) is still unknown. Methods: Based on the computational analysis, data from 530 KIRC cases and 72 normal kidney samples from The Cancer Genome Atlas (TGCA-KIRC) database were analyzed in this study. The expression of CALR mRNA in pan-cancer and immune infiltrates was analyzed using the Tumor Immune Estimation Resource (TIMER) database. The CALR protein expression was obtained from the UALCAN and Human Protein Atlas (HPA) databases. Survival, functional, and statistical analyses were conducted using R software. Results: The CALR expression was higher in KIRC cases than in normal kidneys. A high CALR expression was correlated with TNM stage, pathological stage, and histological grade. Kaplan–Meier survival analysis showed that a high CALR expression was associated with poor overall survival, disease-specific survival, and progression-free interval. Gene set enrichment analysis (GSEA) indicated that CALR was enriched in IL-6 and IL-2 signaling, interferon signaling, TNF signaling, inflammatory response, apoptosis, and the p53 pathway. CALR is correlated with immune-infiltrating cells. A significant correlation was observed between CALR expression and immunomodulators. Conclusion: We identified CALR as a prognostic biomarker of KIRC. Meanwhile, the CALR expression associated with immune infiltration indicated that CALR might be a potential immunotherapy target for patients with KIRC.
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spelling pubmed-96336712022-11-05 Calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma Sun, Ming Qi, Shanshan Wu, Min Xia, Wei Xiong, Hao Front Genet Genetics Background: Calreticulin (CALR) has been investigated in several malignant diseases and is associated with immune-cell infiltration. However, the prognostic value of CALR in kidney renal clear cell carcinoma (KIRC) is still unknown. Methods: Based on the computational analysis, data from 530 KIRC cases and 72 normal kidney samples from The Cancer Genome Atlas (TGCA-KIRC) database were analyzed in this study. The expression of CALR mRNA in pan-cancer and immune infiltrates was analyzed using the Tumor Immune Estimation Resource (TIMER) database. The CALR protein expression was obtained from the UALCAN and Human Protein Atlas (HPA) databases. Survival, functional, and statistical analyses were conducted using R software. Results: The CALR expression was higher in KIRC cases than in normal kidneys. A high CALR expression was correlated with TNM stage, pathological stage, and histological grade. Kaplan–Meier survival analysis showed that a high CALR expression was associated with poor overall survival, disease-specific survival, and progression-free interval. Gene set enrichment analysis (GSEA) indicated that CALR was enriched in IL-6 and IL-2 signaling, interferon signaling, TNF signaling, inflammatory response, apoptosis, and the p53 pathway. CALR is correlated with immune-infiltrating cells. A significant correlation was observed between CALR expression and immunomodulators. Conclusion: We identified CALR as a prognostic biomarker of KIRC. Meanwhile, the CALR expression associated with immune infiltration indicated that CALR might be a potential immunotherapy target for patients with KIRC. Frontiers Media S.A. 2022-10-21 /pmc/articles/PMC9633671/ /pubmed/36338983 http://dx.doi.org/10.3389/fgene.2022.909556 Text en Copyright © 2022 Sun, Qi, Wu, Xia and Xiong. 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 Genetics
Sun, Ming
Qi, Shanshan
Wu, Min
Xia, Wei
Xiong, Hao
Calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma
title Calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma
title_full Calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma
title_fullStr Calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma
title_full_unstemmed Calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma
title_short Calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma
title_sort calreticulin as a prognostic biomarker and correlated with immune infiltrate in kidney renal clear cell carcinoma
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9633671/
https://www.ncbi.nlm.nih.gov/pubmed/36338983
http://dx.doi.org/10.3389/fgene.2022.909556
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