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An integrative evaluation of circadian gene TIMELESS as a pan-cancer immunological and predictive biomarker

BACKGROUND: The gene TIMELESS, which is involved in the circadian clock and the cell cycle, has recently been linked to various human cancers. Nevertheless, the association between TIMELESS expression and the prognosis of individuals afflicted with pan-cancer remains largely unknown. OBJECTIVES: The...

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Autores principales: Yang, Yaocheng, Tang, Xianzhe, Lin, Zhengjun, Zheng, Tao, Zhang, Sheng, Liu, Tang, Yang, Xiaolun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696727/
http://dx.doi.org/10.1186/s40001-023-01519-3
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author Yang, Yaocheng
Tang, Xianzhe
Lin, Zhengjun
Zheng, Tao
Zhang, Sheng
Liu, Tang
Yang, Xiaolun
author_facet Yang, Yaocheng
Tang, Xianzhe
Lin, Zhengjun
Zheng, Tao
Zhang, Sheng
Liu, Tang
Yang, Xiaolun
author_sort Yang, Yaocheng
collection PubMed
description BACKGROUND: The gene TIMELESS, which is involved in the circadian clock and the cell cycle, has recently been linked to various human cancers. Nevertheless, the association between TIMELESS expression and the prognosis of individuals afflicted with pan-cancer remains largely unknown. OBJECTIVES: The present study aims to exhaustively scrutinize the expression patterns, functional attributes, prognostic implications, and immunological contributions of TIMELESS across diverse types of human cancer. METHODS: The expression of TIMELESS in normal and malignant tissues was examined, as well as their clinicopathologic and survival data. The characteristics of genetic alteration and molecular subtypes of cancers were also investigated. In addition, the relationship of TIMELESS with immune infiltration, tumor mutation burden (TMB), microsatellite instability (MSI), and drug sensitivity was illustrated. Immunohistochemistry (IHC) was used to validate the expression of TIMELESS in clinical patients with several types of cancer. RESULTS: In contrast to the matching normal controls, most tumor types were found to often overexpress TIMELESS. Abnormal expression of TIMELESS was significantly related to more advanced tumor stage and poorer prognosis of breast cancer, as well as infiltrating immune cells such as cancer-associated fibroblast infiltration in various tumors. Multiple cancer types exhibited abnormal expression of TIMELESS, which was also highly correlated with MSI and TMB. More crucially, TIMELESS showed promise in predicting the effectiveness of immunotherapy and medication sensitivity in cancer therapy. Moreover, cell cycle, DNA replication, circadian rhythm, and mismatch repair were involved in the functional mechanisms of TIMELESS on carcinogenesis. Furthermore, immunohistochemical results manifested that the TIMELESS expression was abnormal in some cancers. CONCLUSIONS: This study provides new insights into the link between the circadian gene TIMELESS and the development of various malignant tumors. The findings suggest that TIMELESS could be a prospective prognostic and immunological biomarker for pan-cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40001-023-01519-3.
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spelling pubmed-106967272023-12-06 An integrative evaluation of circadian gene TIMELESS as a pan-cancer immunological and predictive biomarker Yang, Yaocheng Tang, Xianzhe Lin, Zhengjun Zheng, Tao Zhang, Sheng Liu, Tang Yang, Xiaolun Eur J Med Res Research BACKGROUND: The gene TIMELESS, which is involved in the circadian clock and the cell cycle, has recently been linked to various human cancers. Nevertheless, the association between TIMELESS expression and the prognosis of individuals afflicted with pan-cancer remains largely unknown. OBJECTIVES: The present study aims to exhaustively scrutinize the expression patterns, functional attributes, prognostic implications, and immunological contributions of TIMELESS across diverse types of human cancer. METHODS: The expression of TIMELESS in normal and malignant tissues was examined, as well as their clinicopathologic and survival data. The characteristics of genetic alteration and molecular subtypes of cancers were also investigated. In addition, the relationship of TIMELESS with immune infiltration, tumor mutation burden (TMB), microsatellite instability (MSI), and drug sensitivity was illustrated. Immunohistochemistry (IHC) was used to validate the expression of TIMELESS in clinical patients with several types of cancer. RESULTS: In contrast to the matching normal controls, most tumor types were found to often overexpress TIMELESS. Abnormal expression of TIMELESS was significantly related to more advanced tumor stage and poorer prognosis of breast cancer, as well as infiltrating immune cells such as cancer-associated fibroblast infiltration in various tumors. Multiple cancer types exhibited abnormal expression of TIMELESS, which was also highly correlated with MSI and TMB. More crucially, TIMELESS showed promise in predicting the effectiveness of immunotherapy and medication sensitivity in cancer therapy. Moreover, cell cycle, DNA replication, circadian rhythm, and mismatch repair were involved in the functional mechanisms of TIMELESS on carcinogenesis. Furthermore, immunohistochemical results manifested that the TIMELESS expression was abnormal in some cancers. CONCLUSIONS: This study provides new insights into the link between the circadian gene TIMELESS and the development of various malignant tumors. The findings suggest that TIMELESS could be a prospective prognostic and immunological biomarker for pan-cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40001-023-01519-3. BioMed Central 2023-12-05 /pmc/articles/PMC10696727/ http://dx.doi.org/10.1186/s40001-023-01519-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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
Yang, Yaocheng
Tang, Xianzhe
Lin, Zhengjun
Zheng, Tao
Zhang, Sheng
Liu, Tang
Yang, Xiaolun
An integrative evaluation of circadian gene TIMELESS as a pan-cancer immunological and predictive biomarker
title An integrative evaluation of circadian gene TIMELESS as a pan-cancer immunological and predictive biomarker
title_full An integrative evaluation of circadian gene TIMELESS as a pan-cancer immunological and predictive biomarker
title_fullStr An integrative evaluation of circadian gene TIMELESS as a pan-cancer immunological and predictive biomarker
title_full_unstemmed An integrative evaluation of circadian gene TIMELESS as a pan-cancer immunological and predictive biomarker
title_short An integrative evaluation of circadian gene TIMELESS as a pan-cancer immunological and predictive biomarker
title_sort integrative evaluation of circadian gene timeless as a pan-cancer immunological and predictive biomarker
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10696727/
http://dx.doi.org/10.1186/s40001-023-01519-3
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