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Piquemal D, Bruno R, Bournet B, Ghiringhelli F, Noguier F, Canivet C, Bertaut A, Pierrat F, Evesque L, Gamez A, Cros J, Rederstorff E, Petit E, Adnet J, Saint A, Drouillard A, Kempf E, Soularue E, Vincent J, Baumgaertner I, Hennequin A, Tournigand C, Lopez Trabada Ataz D, Bengrine L, Lepage C, Manfredi S, Afchain P, Trouilloud I, Gagnaire A, LoConte NK, Bachet JB. Performance of a blood-based RNA signature for gemcitabine-based treatment in metastatic pancreatic adenocarcinoma. J Gastrointest Oncol 2023; 14:997-1007. [PMID: 37201091 PMCID: PMC10186541 DOI: 10.21037/jgo-22-946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 03/21/2023] [Indexed: 05/20/2023] Open
Abstract
Background Pancreatic ductal adenocarcinoma (PDAC) is a highly lethal cancer, and chemotherapy is a key treatment for advanced PDAC. Gemcitabine chemotherapy is still an important component of treatment; however, there is no routine biomarker to predict its efficacy. Predictive tests may help clinicians to decide on the best first-line chemotherapy. Methods This study is a confirmatory study of a blood-based RNA signature, called the GemciTest. This test measures the expression levels of nine genes using real-time polymerase chain reaction (PCR) processes. Clinical validation was carried out, through a discovery and a validation phases, on 336 patients (mean 68.7 years; range, 37-88 years) for whom blood was collected from two prospective cohorts and two tumor biobanks. These cohorts included previously untreated advanced PDAC patients who received either a gemcitabine- or fluoropyrimidine-based regimen. Results Gemcitabine-based treated patients with a positive GemciTest (22.9%) had a significantly longer progression-free survival (PFS) {5.3 vs. 2.8 months; hazard ratio (HR) =0.53 [95% confidence interval (CI): 0.31-0.92]; P=0.023} and overall survival (OS) [10.4 vs. 4.8 months; HR =0.49 (95% CI: 0.29-0.85); P=0.0091]. On the contrary, fluoropyrimidine-based treated patients showed no significant difference in PFS and OS using this blood signature. Conclusions The GemciTest demonstrated that a blood-based RNA signature has the potential to aid in personalized therapy for PDAC, leading to better survival rates for patients receiving a gemcitabine-based first-line treatment.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | - Erwan Petit
- Centre Georges François Leclerc, Dijon, France
| | - Johan Adnet
- Centre Georges François Leclerc, Dijon, France
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- CHU Dijon Bourgogne - Hospital François Mitterrand, Dijon, France
| | - Sylvain Manfredi
- CHU Dijon Bourgogne - Hospital François Mitterrand, Dijon, France
| | | | | | - Alice Gagnaire
- CHU Dijon Bourgogne - Hospital François Mitterrand, Dijon, France
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Aier I, Semwal R, Dhara A, Sen N, Varadwaj PK. An integrated epigenome and transcriptome analysis identifies PAX2 as a master regulator of drug resistance in high grade pancreatic ductal adenocarcinoma. PLoS One 2019; 14:e0223554. [PMID: 31622355 PMCID: PMC6797122 DOI: 10.1371/journal.pone.0223554] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 09/23/2019] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is notoriously difficult to treat due to its aggressive, ever resilient nature. A major drawback lies in its tumor grade; a phenomenon observed across various carcinomas, where highly differentiated and undifferentiated tumor grades, termed as low and high grade respectively, are found in the same tumor. One eminent problem due to such heterogeneity is drug resistance in PDAC. This has been implicated to ABC transporter family of proteins that are upregulated in PDAC patients. However, the regulation of these transporters with respect to tumor grade in PDAC is not well understood. To combat these issues, a study was designed to identify novel genes that might regulate drug resistance phenotype and be used as targets. By integrating epigenome with transcriptome data, several genes were identified based around high grade PDAC. Further analysis indicated oncogenic PAX2 transcription factor as a novel regulator of drug resistance in high grade PDAC cell lines. It was observed that silencing of PAX2 resulted in increased susceptibility of high grade PDAC cells to various chemotherapeutic drugs. Mechanistically, the study showed that PAX2 protein can bind and alter transcriptionally; expression of many ABC transporter genes in high grade PDAC cell lines. Overall, the study indicated that PAX2 significantly upregulated ABC family of genes resulting in drug resistance and poor survival in PDAC.
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Affiliation(s)
- Imlimaong Aier
- Department of Bioinformatics & Applied Sciences, Indian Institute of Information Technology—Allahabad, Uttar Pradesh, India
| | - Rahul Semwal
- Department of Information Technology, Indian Institute of Information Technology—Allahabad, Uttar Pradesh, India
| | - Aiindrila Dhara
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, Kerala, India
| | - Nirmalya Sen
- Cancer Research Program, Rajiv Gandhi Centre for Biotechnology, Trivandrum, Kerala, India
- S.N.Bose Innovation Centre, University Of Kalyani, Nadia, West Bengal, India
| | - Pritish Kumar Varadwaj
- Department of Bioinformatics & Applied Sciences, Indian Institute of Information Technology—Allahabad, Uttar Pradesh, India
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