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A novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer

OBJECTIVE: We aimed to investigate the distinct transcriptional landscape in poor responders to concurrent chemoradiotherapy (CCRT) and to gain mechanistic insights into treatment resistance in cervical cancer. METHODS: RNA sequencing was performed in patients with locally advanced cervical cancer t...

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Autores principales: Kim, Kyung Hwan, Chang, Jee Suk, Byun, Hwa Kyung, Kim, Yong Bae
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Asian Society of Gynecologic Oncology; Korean Society of Gynecologic Oncology; Japan Society of Gynecologic Oncology 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8728662/
https://www.ncbi.nlm.nih.gov/pubmed/34783210
http://dx.doi.org/10.3802/jgo.2022.33.e7
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author Kim, Kyung Hwan
Chang, Jee Suk
Byun, Hwa Kyung
Kim, Yong Bae
author_facet Kim, Kyung Hwan
Chang, Jee Suk
Byun, Hwa Kyung
Kim, Yong Bae
author_sort Kim, Kyung Hwan
collection PubMed
description OBJECTIVE: We aimed to investigate the distinct transcriptional landscape in poor responders to concurrent chemoradiotherapy (CCRT) and to gain mechanistic insights into treatment resistance in cervical cancer. METHODS: RNA sequencing was performed in patients with locally advanced cervical cancer treated with platinum-based CCRT. Transcriptome data of no durable benefit (NDB; progression-free period <3 years) and durable clinical benefit (DCB; progression-free period >5 years) patients were compared. The NDB score was estimated for each patient using differentially expressed genes between NDB and DCB patients. The potential response to programmed death-1 blockade was estimated using the tumor immune dysfunction and exclusion (TIDE) score and T-cell-inflamed gene expression profile (GEP). RESULTS: NDB patients exhibited a distinct transcriptional profile compared to DCB patients, such as higher signatures of extracellular matrix organization and epithelial-to-mesenchymal transition. The fraction of cancer-associated fibroblasts (CAFs) within the tumor was significantly higher in NDB patients than in DCB patients. High NDB scores were significantly associated with poor survival in the Cancer Genome Atlas cervical cancer cohort (n=274; p=0.015) but only in patients who received curative aim radiotherapy (p=0.002). Patients with high NDB scores displayed significantly higher TIDE prediction scores and lower T-cell-inflamed GEP scores than those with low NDB scores. CONCLUSION: Patients with cervical cancer having poor CCRT or RT outcomes exhibited a distinct gene signature that could predict treatment outcomes. For poor responders, immune checkpoint inhibitors may be less effective whereas CAF-targeting treatments may be a promising approach.
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spelling pubmed-87286622022-01-12 A novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer Kim, Kyung Hwan Chang, Jee Suk Byun, Hwa Kyung Kim, Yong Bae J Gynecol Oncol Original Article OBJECTIVE: We aimed to investigate the distinct transcriptional landscape in poor responders to concurrent chemoradiotherapy (CCRT) and to gain mechanistic insights into treatment resistance in cervical cancer. METHODS: RNA sequencing was performed in patients with locally advanced cervical cancer treated with platinum-based CCRT. Transcriptome data of no durable benefit (NDB; progression-free period <3 years) and durable clinical benefit (DCB; progression-free period >5 years) patients were compared. The NDB score was estimated for each patient using differentially expressed genes between NDB and DCB patients. The potential response to programmed death-1 blockade was estimated using the tumor immune dysfunction and exclusion (TIDE) score and T-cell-inflamed gene expression profile (GEP). RESULTS: NDB patients exhibited a distinct transcriptional profile compared to DCB patients, such as higher signatures of extracellular matrix organization and epithelial-to-mesenchymal transition. The fraction of cancer-associated fibroblasts (CAFs) within the tumor was significantly higher in NDB patients than in DCB patients. High NDB scores were significantly associated with poor survival in the Cancer Genome Atlas cervical cancer cohort (n=274; p=0.015) but only in patients who received curative aim radiotherapy (p=0.002). Patients with high NDB scores displayed significantly higher TIDE prediction scores and lower T-cell-inflamed GEP scores than those with low NDB scores. CONCLUSION: Patients with cervical cancer having poor CCRT or RT outcomes exhibited a distinct gene signature that could predict treatment outcomes. For poor responders, immune checkpoint inhibitors may be less effective whereas CAF-targeting treatments may be a promising approach. Asian Society of Gynecologic Oncology; Korean Society of Gynecologic Oncology; Japan Society of Gynecologic Oncology 2021-10-18 /pmc/articles/PMC8728662/ /pubmed/34783210 http://dx.doi.org/10.3802/jgo.2022.33.e7 Text en Copyright © 2022. Asian Society of Gynecologic Oncology, Korean Society of Gynecologic Oncology, and Japan Society of Gynecologic Oncology https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Kim, Kyung Hwan
Chang, Jee Suk
Byun, Hwa Kyung
Kim, Yong Bae
A novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer
title A novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer
title_full A novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer
title_fullStr A novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer
title_full_unstemmed A novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer
title_short A novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer
title_sort novel gene signature associated with poor response to chemoradiotherapy in patients with locally advanced cervical cancer
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8728662/
https://www.ncbi.nlm.nih.gov/pubmed/34783210
http://dx.doi.org/10.3802/jgo.2022.33.e7
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