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Predicting Early Disease Recurrence of Pancreatic Cancer following Surgery: Determining the Role of NUDT15 as a Prognostic Biomarker
SIMPLE SUMMARY: Overall survival rates for pancreatic cancer remain poor. Surgery serves as the only curative treatment strategy. A proportion of patients develop early disease recurrence despite undergoing adjuvant chemotherapy. The ability to identify this high-risk patient cohort may allow for a...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9032287/ https://www.ncbi.nlm.nih.gov/pubmed/35448180 http://dx.doi.org/10.3390/curroncol29040206 |
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author | Hughes, Daniel Llwyd Willenbrock, Frances Soonawalla, Zahir Mukherjee, Somnath O’Neill, Eric |
author_facet | Hughes, Daniel Llwyd Willenbrock, Frances Soonawalla, Zahir Mukherjee, Somnath O’Neill, Eric |
author_sort | Hughes, Daniel Llwyd |
collection | PubMed |
description | SIMPLE SUMMARY: Overall survival rates for pancreatic cancer remain poor. Surgery serves as the only curative treatment strategy. A proportion of patients develop early disease recurrence despite undergoing adjuvant chemotherapy. The ability to identify this high-risk patient cohort may allow for a personalised treatment strategy in terms of both the timing (i.e., neo-adjuvant versus adjuvant) and the regime of choice for chemotherapy, in addition to potentially determining the appropriate intensity of clinical and imaging surveillance following surgery. This study identified NUDT15 expression as a promising biomarker that can identify patients who recur with a relapsing disease within 12 months of their surgery. ABSTRACT: Surgical resection remains the only curative treatment strategy for Pancreatic Ductal Adenocarcinoma (PDAC). A proportion of patients succumb to early disease recurrence post-operatively despite receiving adjuvant chemotherapy. The ability to identify these high-risk individuals at their initial diagnosis, prior to surgery, could potentially alter their treatment algorithm. This unique patient cohort may benefit from neo-adjuvant chemotherapy, even in the context of resectable disease, as this may secure systemic control over their disease burden. It may also improve patient selection for surgery. Using the Cancer Genome Atlas dataset, we first confirmed the poor overall survival associated with early disease recurrence (p < 0.0001). The transcriptomic profiles of these tumours were analysed, and we identified key aberrant signalling pathways involved in early disease relapse; downregulation across several immune signalling pathways was noted. Differentially expressed genes that could serve as biomarkers were identified (BPI, C6orf58, CD177, MCM7 and NUDT15). Receiver operating characteristic curves were constructed in order to identify biomarkers with a high diagnostic ability to identify patients who developed early disease recurrence. NUDT15 expression had the highest discriminatory capability as a biomarker (AUC 80.8%). Its expression was confirmed and validated in an independent cohort of patients with resected PDAC (n = 13). Patients who developed an early recurrence had a statistically higher tumour expression of NUDT15 when compared to patients who did not recur early (p < 0.01). Our results suggest that NUDT15 can be used as a prognostic biomarker that can stratify patients according to their risk of developing early disease recurrence. |
format | Online Article Text |
id | pubmed-9032287 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-90322872022-04-23 Predicting Early Disease Recurrence of Pancreatic Cancer following Surgery: Determining the Role of NUDT15 as a Prognostic Biomarker Hughes, Daniel Llwyd Willenbrock, Frances Soonawalla, Zahir Mukherjee, Somnath O’Neill, Eric Curr Oncol Article SIMPLE SUMMARY: Overall survival rates for pancreatic cancer remain poor. Surgery serves as the only curative treatment strategy. A proportion of patients develop early disease recurrence despite undergoing adjuvant chemotherapy. The ability to identify this high-risk patient cohort may allow for a personalised treatment strategy in terms of both the timing (i.e., neo-adjuvant versus adjuvant) and the regime of choice for chemotherapy, in addition to potentially determining the appropriate intensity of clinical and imaging surveillance following surgery. This study identified NUDT15 expression as a promising biomarker that can identify patients who recur with a relapsing disease within 12 months of their surgery. ABSTRACT: Surgical resection remains the only curative treatment strategy for Pancreatic Ductal Adenocarcinoma (PDAC). A proportion of patients succumb to early disease recurrence post-operatively despite receiving adjuvant chemotherapy. The ability to identify these high-risk individuals at their initial diagnosis, prior to surgery, could potentially alter their treatment algorithm. This unique patient cohort may benefit from neo-adjuvant chemotherapy, even in the context of resectable disease, as this may secure systemic control over their disease burden. It may also improve patient selection for surgery. Using the Cancer Genome Atlas dataset, we first confirmed the poor overall survival associated with early disease recurrence (p < 0.0001). The transcriptomic profiles of these tumours were analysed, and we identified key aberrant signalling pathways involved in early disease relapse; downregulation across several immune signalling pathways was noted. Differentially expressed genes that could serve as biomarkers were identified (BPI, C6orf58, CD177, MCM7 and NUDT15). Receiver operating characteristic curves were constructed in order to identify biomarkers with a high diagnostic ability to identify patients who developed early disease recurrence. NUDT15 expression had the highest discriminatory capability as a biomarker (AUC 80.8%). Its expression was confirmed and validated in an independent cohort of patients with resected PDAC (n = 13). Patients who developed an early recurrence had a statistically higher tumour expression of NUDT15 when compared to patients who did not recur early (p < 0.01). Our results suggest that NUDT15 can be used as a prognostic biomarker that can stratify patients according to their risk of developing early disease recurrence. MDPI 2022-04-06 /pmc/articles/PMC9032287/ /pubmed/35448180 http://dx.doi.org/10.3390/curroncol29040206 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Hughes, Daniel Llwyd Willenbrock, Frances Soonawalla, Zahir Mukherjee, Somnath O’Neill, Eric Predicting Early Disease Recurrence of Pancreatic Cancer following Surgery: Determining the Role of NUDT15 as a Prognostic Biomarker |
title | Predicting Early Disease Recurrence of Pancreatic Cancer following Surgery: Determining the Role of NUDT15 as a Prognostic Biomarker |
title_full | Predicting Early Disease Recurrence of Pancreatic Cancer following Surgery: Determining the Role of NUDT15 as a Prognostic Biomarker |
title_fullStr | Predicting Early Disease Recurrence of Pancreatic Cancer following Surgery: Determining the Role of NUDT15 as a Prognostic Biomarker |
title_full_unstemmed | Predicting Early Disease Recurrence of Pancreatic Cancer following Surgery: Determining the Role of NUDT15 as a Prognostic Biomarker |
title_short | Predicting Early Disease Recurrence of Pancreatic Cancer following Surgery: Determining the Role of NUDT15 as a Prognostic Biomarker |
title_sort | predicting early disease recurrence of pancreatic cancer following surgery: determining the role of nudt15 as a prognostic biomarker |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9032287/ https://www.ncbi.nlm.nih.gov/pubmed/35448180 http://dx.doi.org/10.3390/curroncol29040206 |
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