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Mackay TM, Latenstein AEJ, Augustinus S, van der Geest LG, Bogte A, Bonsing BA, Cirkel GA, Hol L, Busch OR, den Dulk M, van Driel LMJ, Festen S, de Groot DJA, de Groot JWB, Groot Koerkamp B, Haj Mohammad N, Haver JT, van der Harst E, de Hingh IH, Homs MYV, Los M, Luelmo SAC, de Meijer VE, Mekenkamp L, Molenaar IQ, Patijn GA, Quispel R, Römkens TEH, van Santvoort HC, Stommel MW, Venneman NG, Verdonk RC, van Vilsteren FGI, de Vos-Geelen J, van Werkhoven CH, van Hooft JE, van Eijck CHJ, Wilmink JW, van Laarhoven HWM, Besselink MG. Implementation of Best Practices in Pancreatic Cancer Care in the Netherlands: A Stepped-Wedge Randomized Clinical Trial. JAMA Surg 2024; 159:429-437. [PMID: 38353966 PMCID: PMC10867778 DOI: 10.1001/jamasurg.2023.7872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Accepted: 10/26/2023] [Indexed: 02/17/2024]
Abstract
Importance Implementation of new cancer treatment strategies as recommended by evidence-based guidelines is often slow and suboptimal. Objective To improve the implementation of guideline-based best practices in the Netherlands in pancreatic cancer care and assess the impact on survival. Design, setting, and participants This multicenter, stepped-wedge cluster randomized trial compared enhanced implementation of best practices with usual care in consecutive patients with all stages of pancreatic cancer. It took place from May 22, 2018 through July 9, 2020. Data were analyzed from April 1, 2022, through February 1, 2023. It included all patients in the Netherlands with pathologically or clinically diagnosed pancreatic ductal adenocarcinoma. This study reports 1-year follow-up (or shorter in case of deceased patients). Intervention The 5 best practices included optimal use of perioperative chemotherapy, palliative chemotherapy, pancreatic enzyme replacement therapy (PERT), referral to a dietician, and use of metal stents in patients with biliary obstruction. A 6-week implementation period was completed, in a randomized order, in all 17 Dutch networks for pancreatic cancer care. Main Outcomes and Measures The primary outcome was 1-year survival. Secondary outcomes included adherence to best practices and quality of life (European Organisation for Research and Treatment of Cancer [EORTC] global health score). Results Overall, 5887 patients with pancreatic cancer (median age, 72.0 [IQR, 64.0-79.0] years; 50% female) were enrolled, 2641 before and 2939 after implementation of best practices (307 during wash-in period). One-year survival was 24% vs 23% (hazard ratio, 0.98, 95% CI, 0.88-1.08). There was no difference in the use of neoadjuvant chemotherapy (11% vs 11%), adjuvant chemotherapy (48% vs 51%), and referral to a dietician (59% vs 63%), while the use of palliative chemotherapy (24% vs 30%; odds ratio [OR], 1.38; 95% CI, 1.10-1.74), PERT (34% vs 45%; OR, 1.64; 95% CI, 1.28-2.11), and metal biliary stents increased (74% vs 83%; OR, 1.78; 95% CI, 1.13-2.80). The EORTC global health score did not improve (area under the curve, 43.9 vs 42.8; median difference, -1.09, 95% CI, -3.05 to 0.94). Conclusions and Relevance In this randomized clinical trial, implementation of 5 best practices in pancreatic cancer care did not improve 1-year survival and quality of life. The finding that most patients received no tumor-directed treatment paired with the poor survival highlights the need for more personalized treatment options. Trial Registration ClinicalTrials.gov Identifier: NCT03513705.
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Affiliation(s)
- Tara M. Mackay
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, the Netherlands
| | - Anouk E. J. Latenstein
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, the Netherlands
| | - Simone Augustinus
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, the Netherlands
| | - Lydia G. van der Geest
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, the Netherlands
| | - Auke Bogte
- Department of Gastroenterology, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht & St. Antonius Hospital Nieuwegein, the Netherlands
| | - Bert A. Bonsing
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Geert A. Cirkel
- Department of Medical Oncology, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht & St. Antonius Hospital Nieuwegein, the Netherlands
| | - Lieke Hol
- Department of Gastroenterology, Maasstad Hospital, Rotterdam, the Netherlands
| | - Olivier R. Busch
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, the Netherlands
| | - Marcel den Dulk
- Department of Surgery, Maastricht UMC+, Maastricht, the Netherlands
- NUTRIM-School of Nutrition and Translational Research in Metabolism, Maastricht University, Maastricht, the Netherlands
- Department of General, Visceral and Transplant Surgery, University Hospital Aachen, Germany, the Netherlands
| | | | | | | | | | | | - Nadia Haj Mohammad
- Department of Medical Oncology, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht & St. Antonius Hospital Nieuwegein, the Netherlands
| | - Joyce T. Haver
- Cancer Center Amsterdam, the Netherlands
- Amsterdam UMC, location University of Amsterdam, Department of nutrition and dietetics, Amsterdam, the Netherlands
| | | | | | | | - Maartje Los
- Department of Medical Oncology, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht & St. Antonius Hospital Nieuwegein, the Netherlands
| | | | - Vincent E. de Meijer
- Department of Surgery, University of Groningen and University Medical Center Groningen, Groningen, the Netherlands
| | - Leonie Mekenkamp
- Department of Medical Oncology, Medisch Spectrum Twente, Enschede, the Netherlands
| | - I. Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht & St. Antonius Hospital Nieuwegein, the Netherlands
| | | | - Rutger Quispel
- Department of Gastroenterology, Reinier de Graaf Hospital, Delft, the Netherlands
| | - Tessa E. H. Römkens
- Department of Gastroenterology, Jeroen Bosch Hospital, Den Bosch, the Netherlands
| | - Hjalmar C. van Santvoort
- Department of Surgery, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht & St. Antonius Hospital Nieuwegein, the Netherlands
| | | | - Niels G. Venneman
- Department of Gastroenterology, Reinier de Graaf Hospital, Delft, the Netherlands
| | - Robert C. Verdonk
- Department of Gastroenterology, Regional Academic Cancer Center Utrecht, University Medical Center Utrecht & St. Antonius Hospital Nieuwegein, the Netherlands
| | | | - Judith de Vos-Geelen
- Julius Center for Health Sciences and primary care, University Medical Center Utrecht, Utrecht University, the Netherlands
| | - C. Henri van Werkhoven
- Julius Center for Health Sciences and primary care, University Medical Center Utrecht, Utrecht University, the Netherlands
| | - Jeanin E. van Hooft
- Department of Gastroenterology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Johanna W. Wilmink
- Cancer Center Amsterdam, the Netherlands
- Amsterdam UMC, location University of Amsterdam, Department of Medical Oncology, Amsterdam, the Netherlands
| | - Hanneke W. M. van Laarhoven
- Cancer Center Amsterdam, the Netherlands
- Amsterdam UMC, location University of Amsterdam, Department of Medical Oncology, Amsterdam, the Netherlands
| | - Marc G. Besselink
- Amsterdam UMC, location University of Amsterdam, Department of Surgery, Amsterdam, the Netherlands
- Cancer Center Amsterdam, the Netherlands
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van Eijck CWF, Sabroso-Lasa S, Strijk GJ, Mustafa DAM, Fellah A, Koerkamp BG, Malats N, van Eijck CHJ. A liquid biomarker signature of inflammatory proteins accurately predicts early pancreatic cancer progression during FOLFIRINOX chemotherapy. Neoplasia 2024; 49:100975. [PMID: 38335839 PMCID: PMC10873733 DOI: 10.1016/j.neo.2024.100975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 01/31/2024] [Indexed: 02/12/2024]
Abstract
BACKGROUND Pancreatic ductal adenocarcinoma (PDAC) is often treated with FOLFIRINOX, a chemotherapy associated with high toxicity rates and variable efficacy. Therefore, it is crucial to identify patients at risk of early progression during treatment. This study aims to explore the potential of a multi-omics biomarker for predicting early PDAC progression by employing an in-depth mathematical modeling approach. METHODS Blood samples were collected from 58 PDAC patients undergoing FOLFIRINOX before and after the first cycle. These samples underwent gene (GEP) and inflammatory protein expression profiling (IPEP). We explored the predictive potential of exclusively IPEP through Stepwise (Backward) Multivariate Logistic Regression modeling. Additionally, we integrated GEP and IPEP using Bayesian Kernel Regression modeling, aiming to enhance predictive performance. Ultimately, the FOLFIRINOX IPEP (FFX-IPEP) signature was developed. RESULTS Our findings revealed that proteins exhibited superior predictive accuracy than genes. Consequently, the FFX-IPEP signature consisted of six proteins: AMN, BANK1, IL1RL2, ITGB6, MYO9B, and PRSS8. The signature effectively identified patients transitioning from disease control to progression early during FOLFIRINOX, achieving remarkable predictive accuracy with an AUC of 0.89 in an independent test set. Importantly, the FFX-IPEP signature outperformed the conventional CA19-9 tumor marker. CONCLUSIONS Our six-protein FFX-IPEP signature holds solid potential as a liquid biomarker for the early prediction of PDAC progression during toxic FOLFIRINOX chemotherapy. Further validation in an external cohort is crucial to confirm the utility of the FFX-IPEP signature. Future studies should expand to predict progression under different chemotherapies to enhance the guidance of personalized treatment selection in PDAC.
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Affiliation(s)
- Casper W F van Eijck
- Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands; Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Center, Madrid, Spain.
| | - Sergio Sabroso-Lasa
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Center, Madrid, Spain; Centro de Investigación Biomédica en Red-Cáncer (CIBERONC), Madrid, Spain
| | - Gaby J Strijk
- Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Dana A M Mustafa
- Department of Clinical Bioinformatics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Amine Fellah
- Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Núria Malats
- Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Center, Madrid, Spain; Centro de Investigación Biomédica en Red-Cáncer (CIBERONC), Madrid, Spain
| | - Casper H J van Eijck
- Erasmus MC Cancer Institute, Erasmus University Medical Center, Rotterdam, The Netherlands; Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Center, Madrid, Spain.
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van Eijck CWF, Strijk G, Vietsch EE, van der Sijde F, Verheij M, Mustafa DAM, Vink M, Aerts JGJV, van Eijck CHJ, Willemsen M. FOLFIRINOX chemotherapy modulates the peripheral immune landscape in pancreatic cancer: Implications for combination therapies and early response prediction. Eur J Cancer 2024; 196:113440. [PMID: 37988843 DOI: 10.1016/j.ejca.2023.113440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Accepted: 11/01/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND FOLFIRINOX chemotherapy has improved outcomes for pancreatic cancer patients, but poor long-term survival outcomes and high toxicity remain challenges. This study investigates the impact of FOLFIRINOX on plasma proteins and peripheral immune cells to guide immune-based combination therapies and, ideally, to identify a potential biomarker to predict early disease progression during FOLFIRINOX. METHODS Blood samples were collected from 86 pancreatic cancer patients before and two weeks after the first FOLFIRINOX cycle and subjected to comprehensive immune cell and proteome profiling. Principal Component Analysis and Linear Mixed Effect Regression models were used for data analysis. FOLFIRINOX efficacy was radiologically evaluated after the fourth cycle. RESULTS One cycle of FOLFIRINOX diminished tumour-cell-related pathways and enhanced pathways related to immune activation, illustrated by an increase in pro-inflammatory IL-18, IL-15, and TNFRSF4. Similarly, FOLFIRINOX promoted the activation of CD4 + and CD8 + T cells, the proliferation of NK(T), and the activation of antigen-presenting cells. Furthermore, high pre-treatment levels of VEGFA and PRDX3 and an elevation in FCRL3 levels after one cycle predicted early progression under FOLFIRINOX. Finally, patients with progressive disease exhibited high levels of inhibitory markers on B cells and CD8 + T cells, while responding patients exhibited high levels of activation markers on CD4 + and CD8 + T cell subsets. CONCLUSION FOLFIRINOX has immunomodulatory effects, providing a foundation for clinical trials exploring immune-based combination therapies that harness the immune system to treat pancreatic cancer. In addition, several plasma proteins hold potential as circulating predictive biomarkers for early prediction of FOLFIRINOX response in patients with pancreatic cancer.
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Affiliation(s)
- Casper W F van Eijck
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands; Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre, Madrid, Spain
| | - Gaby Strijk
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Eveline E Vietsch
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands; Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Fleur van der Sijde
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Maaike Verheij
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Dana A M Mustafa
- Department of Pathology, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Madelief Vink
- Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands; Department of Pulmonary Medicine, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Joachim G J V Aerts
- Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands; Department of Pulmonary Medicine, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Casper H J van Eijck
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands; Genetic and Molecular Epidemiology Group, Spanish National Cancer Research Centre, Madrid, Spain
| | - Marcella Willemsen
- Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands; Department of Pulmonary Medicine, Erasmus University Medical Centre, Rotterdam, the Netherlands.
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Tan Q, Chi Y, Su M, Zhou J, Zhou D, Zheng F, Man X, Sun S, Huang J, Li H. Potential predictive value of circulating tumor DNA (ctDNA) mutations for the efficacy of immune checkpoint inhibitors in advanced triple-negative breast cancer. Front Genet 2023; 14:1125970. [PMID: 37007962 PMCID: PMC10060982 DOI: 10.3389/fgene.2023.1125970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 02/27/2023] [Indexed: 03/17/2023] Open
Abstract
Background: In recent years, tumor immunotherapy has become a viable treatment option for triple negative breast cancer (TNBC). Among these, immune checkpoint inhibitors (ICIs) have demonstrated good efficacy in advanced TNBC patients with programmed death-ligand 1 (PD-L1) positive expression. However, only 63% of PD-L1-positive individuals showed any benefit from ICIs. Therefore, finding new predictive biomarkers will aid in identifying patients who are likely to benefit from ICIs. In this study, we used liquid biopsies and next-generation sequencing (NGS) to dynamically detect changes in circulating tumor DNA (ctDNA) in the blood of patients with advanced TNBC treated with ICIs and focused on its potential predictive value.Methods: From May 2018 to October 2020, patients with advanced TNBC treated with ICIs at Shandong Cancer Hospital were included prospectively. Patient blood samples were obtained at the pretreatment baseline, first response evaluation, and disease progression timepoints. Furthermore, 457 cancer-related genes were evaluated by NGS, and patients’ ctDNA mutations, gene mutation rates, and other indicators were determined and coupled with clinical data for statistical analysis.Results: A total of 11 TNBC patients were included in this study. The overall objective response rate (ORR) was 27.3%, with a 6.1-month median progression-free survival (PFS) (95% confidence interval: 3.877–8.323 months). Of the 11 baseline blood samples, 48 mutations were found, with the most common mutation types being frame shift indels, synonymous single-nucleotide variations (SNVs), frame indel missenses, splicing, and stop gains. Additionally, univariate Cox regression analysis revealed that advanced TNBC patients with one of 12 mutant genes (CYP2D6 deletion and GNAS, BCL2L1, H3F3C, LAG3, FGF23, CCND2, SESN1, SNHG16, MYC, HLA-E, and MCL1 gain) had a shorter PFS with ICI treatment (p < 0.05). To some extent, dynamic changes of ctDNA might indicate the efficacy of ICIs.Conclusion: Our data indicate that ICI efficacy in patients with advanced TNBC may be predicted by 12 mutant ctDNA genes. Additionally, dynamic alterations in peripheral blood ctDNA might be used to track the effectiveness of ICI therapy in those with advanced TNBC.
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Affiliation(s)
- Qiaorui Tan
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Yajing Chi
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
- School of Medicine, Nankai University, Tianjin, China
| | - Mu Su
- Berry Oncology Corporation, Beijing, China
| | | | - Dongdong Zhou
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Fangchao Zheng
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Xiaochu Man
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Shujuan Sun
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Jie Huang
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
| | - Huihui Li
- Department of Medical Oncology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, Shandong, China
- *Correspondence: Huihui Li,
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van Eijck CWF, de Koning W, van der Sijde F, Moskie M, Groot Koerkamp B, Homs MYV, van der Burg SH, van Eijck CHJ, Mustafa DAM. A multigene circulating biomarker to predict the lack of FOLFIRINOX response after a single cycle in patients with pancreatic ductal adenocarcinoma. Eur J Cancer 2023; 181:119-134. [PMID: 36652890 DOI: 10.1016/j.ejca.2022.12.024] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 12/30/2022]
Abstract
INTRODUCTION 5-fluorouracil, folinic acid, irinotecan and oxaliplatin (FOLFIRINOX) is promising in treating patients with pancreatic ductal adenocarcinoma. However, many patients and physicians are reluctant to start FOLFIRINOX due to its high toxicity and limited clinical response rates. In this study, we investigated the effect of a single FOLFIRINOX cycle, in combination with a granulocyte colony-stimulating factor, on the blood immune transcriptome of patients with pancreatic ductal adenocarcinoma. We aimed to identify an early circulating biomarker to predict the lack of FOLFIRINOX response. METHODS Blood samples of 68 patients from all disease stages, who received at least four FOLFIRINOX cycles, were collected at baseline and after the first cycle. The response to treatment was radiologically evaluated following the Response Evaluation Criteria in Solid Tumours criteria 1.1. Targeted immune-gene expression profiling (GEP) was performed using NanoString technologies. To predict the lack of FOLFIRINOX response, we developed a FOLFIRINOX delta GEP (FFX-ΔGEP) score. RESULTS A single FOLFIRINOX cycle significantly altered 395 genes, correlating to 30 significant alterations in relative immune cell abundances and pathway activities. The eight-gene (BID, FOXP3, KIR3DL1, MAF, PDGFRB, RRAD, SIGLEC1 and TGFB2) FFX-ΔGEP score predicted the lack of FOLFIRINOX response with a leave-one-out cross-validated area under the curve (95% confidence interval) of 0.87 (0.60-0.98), thereby outperforming the predictiveness of absolute and proportional Δcarbohydrate antigen19-9 values. CONCLUSIONS A single FOLFIRINOX cycle, combined with granulocyte colony-stimulating factor, alters the peripheral immune transcriptome indisputably. Our novel FFX-ΔGEP is, to our knowledge, the first multigene early circulating biomarker that predicts the lack of FOLFIRINOX response after one cycle. Validation in a larger independent patient cohort is crucial before clinical implementation.
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Affiliation(s)
- Casper W F van Eijck
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Willem de Koning
- Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Clinical Bioinformatics, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Fleur van der Sijde
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Miranda Moskie
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Marjolein Y V Homs
- Department of Medical Oncology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Sjoerd H van der Burg
- Department of Medical Oncology, Oncode Institute, Leiden University Medical Center, 2300 RC Leiden, the Netherlands.
| | - Casper H J van Eijck
- Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
| | - Dana A M Mustafa
- Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
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Hawkins WG, Hammill CW, Ballentine SJ. How Biomarkers of Response to Chemotherapy Might Change Patient Management. Ann Surg Oncol 2023; 30:658-659. [PMID: 36422723 DOI: 10.1245/s10434-022-12707-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 10/11/2022] [Indexed: 11/25/2022]
Affiliation(s)
- William G Hawkins
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA.
| | - Chet W Hammill
- Department of Surgery, Washington University in St. Louis, St. Louis, MO, USA
| | - Samuel J Ballentine
- Department of Pathology and Immunology, Washington University in St. Louis, St. Louis, MO, USA
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van der Sijde F, Dik WA, Mustafa DAM, Vietsch EE, Besselink MG, Debets R, Koerkamp BG, Haberkorn BCM, Homs MYV, Janssen QP, Luelmo SAC, Mekenkamp LJM, Oostvogels AAM, Smits-te Nijenhuis MAW, Wilmink JW, van Eijck CHJ. Serum cytokine levels are associated with tumor progression during FOLFIRINOX chemotherapy and overall survival in pancreatic cancer patients. Front Immunol 2022; 13:898498. [PMID: 36091056 PMCID: PMC9454314 DOI: 10.3389/fimmu.2022.898498] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 07/26/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundBiomarkers predicting treatment response may be used to stratify patients with pancreatic ductal adenocarcinoma (PDAC) for available therapies. The aim of this study was to evaluate the association of circulating cytokines with FOLFIRINOX response and with overall survival (OS).MethodsSerum samples were collected before start and after the first cycle of FOLFIRINOX from patients with PDAC (n=83) of all disease stages. Overall, 34 circulating cytokines were analyzed with a multiplex immunoassay. In addition, changes in peripheral blood immune cell counts were determined by flow cytometry to correlate with differences in cytokine levels. Chemotherapy response was determined by CT scans with the RECIST 1.1 criteria, as disease control (n=64) or progressive disease (n=19) within eight cycles of FOLFIRINOX.ResultsPatients with high serum IL-1RA concentrations after one cycle of chemotherapy were less likely to have tumor progression during FOLFIRINOX (OR 0.25, P=0.040). Increase of circulating IL-1RA concentrations correlated with increase of total, classical (CD14+CD16-), and non-classical monocytes (CD14-CD16+), and dendritic cells. In multivariable cox regression, including the variables chemotherapy response outcome and baseline CA19-9 level, serum concentrations of IL-7 (HR 2.14, P=0.010), IL-18 (HR 2.00, P=0.020), and MIP-1β (HR 0.51, P=0.025) after one cycle of FOLFIRINOX showed correlations with OS.ConclusionsCirculating IL-1RA, IL-7, IL-18, and MIP-1β concentrations are biomarkers associated with FOLFIRINOX response in PDAC patients, suggesting an important role for specific immune cells in chemotherapy response and PDAC progression. Cytokine-based treatment might improve patient outcome and should be evaluated in future studies.
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Affiliation(s)
- Fleur van der Sijde
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Willem A. Dik
- Laboratory of Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Dana A. M. Mustafa
- Tumor Immuno-Pathology Laboratory, Department of Pathology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Eveline E. Vietsch
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Marc G. Besselink
- Cancer Center Amsterdam, Department of Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Reno Debets
- Laboratory of Tumor Immunology, Department of Medical Oncology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Bas Groot Koerkamp
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, Rotterdam, Netherlands
| | | | - Marjolein Y. V. Homs
- Department of Medical Oncology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Quisette P. Janssen
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Saskia A. C. Luelmo
- Department of Medical Oncology, Leiden University Medical Center, Leiden, Netherlands
| | | | - Astrid A. M. Oostvogels
- Laboratory of Tumor Immunology, Department of Medical Oncology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Marja A. W. Smits-te Nijenhuis
- Laboratory of Medical Immunology, Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, Netherlands
| | - Johanna W. Wilmink
- Cancer Center Amsterdam, Department of Medical Oncology, Amsterdam UMC, University of Amsterdam, Amsterdam, Netherlands
| | - Casper H. J. van Eijck
- Erasmus MC Cancer Institute, Department of Surgery, University Medical Center Rotterdam, Rotterdam, Netherlands
- *Correspondence: Casper H. J. van Eijck,
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Vellan CJ, Jayapalan JJ, Yoong BK, Abdul-Aziz A, Mat-Junit S, Subramanian P. Application of Proteomics in Pancreatic Ductal Adenocarcinoma Biomarker Investigations: A Review. Int J Mol Sci 2022; 23:2093. [PMID: 35216204 PMCID: PMC8879036 DOI: 10.3390/ijms23042093] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 01/07/2022] [Accepted: 01/09/2022] [Indexed: 12/12/2022] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC), a highly aggressive malignancy with a poor prognosis is usually detected at the advanced stage of the disease. The only US Food and Drug Administration-approved biomarker that is available for PDAC, CA 19-9, is most useful in monitoring treatment response among PDAC patients rather than for early detection. Moreover, when CA 19-9 is solely used for diagnostic purposes, it has only a recorded sensitivity of 79% and specificity of 82% in symptomatic individuals. Therefore, there is an urgent need to identify reliable biomarkers for diagnosis (specifically for the early diagnosis), ascertain prognosis as well as to monitor treatment response and tumour recurrence of PDAC. In recent years, proteomic technologies are growing exponentially at an accelerated rate for a wide range of applications in cancer research. In this review, we discussed the current status of biomarker research for PDAC using various proteomic technologies. This review will explore the potential perspective for understanding and identifying the unique alterations in protein expressions that could prove beneficial in discovering new robust biomarkers to detect PDAC at an early stage, ascertain prognosis of patients with the disease in addition to monitoring treatment response and tumour recurrence of patients.
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Affiliation(s)
- Christina Jane Vellan
- Department of Molecular Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia; (C.J.V.); (A.A.-A.); (S.M.-J.)
| | - Jaime Jacqueline Jayapalan
- Department of Molecular Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia; (C.J.V.); (A.A.-A.); (S.M.-J.)
- University of Malaya Centre for Proteomics Research (UMCPR), Universiti Malaya, Kuala Lumpur 50603, Malaysia
| | - Boon-Koon Yoong
- Department of Surgery, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia;
| | - Azlina Abdul-Aziz
- Department of Molecular Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia; (C.J.V.); (A.A.-A.); (S.M.-J.)
| | - Sarni Mat-Junit
- Department of Molecular Medicine, Faculty of Medicine, Universiti Malaya, Kuala Lumpur 50603, Malaysia; (C.J.V.); (A.A.-A.); (S.M.-J.)
| | - Perumal Subramanian
- Department of Biochemistry and Biotechnology, Annamalai University, Chidambaram 608002, Tamil Nadu, India;
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Park JH, Jo JH, Jang SI, Chung MJ, Park JY, Bang S, Park SW, Song SY, Lee HS, Cho JH. BRCA 1/2 Germline Mutation Predicts the Treatment Response of FOLFIRINOX with Pancreatic Ductal Adenocarcinoma in Korean Patients. Cancers (Basel) 2022; 14:cancers14010236. [PMID: 35008403 PMCID: PMC8750183 DOI: 10.3390/cancers14010236] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Revised: 12/28/2021] [Accepted: 12/28/2021] [Indexed: 02/01/2023] Open
Abstract
We evaluated the proportion of BRCA 1/2 germline mutations in Korean patients with sporadic pancreatic ductal adenocarcinoma (PDAC) and its effect on the chemotherapeutic response of FOLFIRINOX. This retrospective study included patients who were treated at two tertiary hospitals between 2012 and 2020, were pathologically confirmed to have PDAC, and had undergone targeted next-generation sequencing-based germline genetic testing. Sixty-six patients were included in the study (24 men; median age 57.5 years). In the germline test, BRCA 1/2 pathogenic mutations were found in nine patients (9/66, 13%, BRCA 1, n = 3; BRCA 2, n = 5; and BRCA 1/2, n = 1). There was no significant difference in the baseline characteristics according to BRCA mutation positivity. Among patients who underwent FOLFIRINOX chemotherapy, patients with a BRCA 1/2 mutation showed a higher overall response rate than those without a BRCA 1/2 mutation (71.4% vs. 13.9%, p = 0.004). Patients with a germline BRCA 1/2 mutation showed longer progression-free survival than those without a BRCA 1/2 mutation, without a significant time difference (18 months vs. 10 months, p = 0.297). Patients with a BRCA 1/2 mutation in the germline blood test had a higher response rate to FOLFIRINOX chemotherapy in PDAC. The high proportion of BRCA 1/2 germline mutations and response rate supports the need for germline testing in order to predict better treatment response.
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Affiliation(s)
- Ji Hoon Park
- Department of Internal Medicine, Division of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Korea; (J.H.P.); (J.H.J.); (M.J.C.); (J.Y.P.); (S.B.); (S.W.P.); (S.Y.S.)
| | - Jung Hyun Jo
- Department of Internal Medicine, Division of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Korea; (J.H.P.); (J.H.J.); (M.J.C.); (J.Y.P.); (S.B.); (S.W.P.); (S.Y.S.)
| | - Sung Ill Jang
- Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Korea;
| | - Moon Jae Chung
- Department of Internal Medicine, Division of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Korea; (J.H.P.); (J.H.J.); (M.J.C.); (J.Y.P.); (S.B.); (S.W.P.); (S.Y.S.)
| | - Jeong Youp Park
- Department of Internal Medicine, Division of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Korea; (J.H.P.); (J.H.J.); (M.J.C.); (J.Y.P.); (S.B.); (S.W.P.); (S.Y.S.)
| | - Seungmin Bang
- Department of Internal Medicine, Division of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Korea; (J.H.P.); (J.H.J.); (M.J.C.); (J.Y.P.); (S.B.); (S.W.P.); (S.Y.S.)
| | - Seung Woo Park
- Department of Internal Medicine, Division of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Korea; (J.H.P.); (J.H.J.); (M.J.C.); (J.Y.P.); (S.B.); (S.W.P.); (S.Y.S.)
| | - Si Young Song
- Department of Internal Medicine, Division of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Korea; (J.H.P.); (J.H.J.); (M.J.C.); (J.Y.P.); (S.B.); (S.W.P.); (S.Y.S.)
| | - Hee Seung Lee
- Department of Internal Medicine, Division of Gastroenterology, Yonsei University College of Medicine, Seoul 03722, Korea; (J.H.P.); (J.H.J.); (M.J.C.); (J.Y.P.); (S.B.); (S.W.P.); (S.Y.S.)
- Correspondence: (H.S.L.); (J.H.C.); Tel.: +82-2-2228-1935 (H.S.L.); +82-2-2019-3310 (J.H.C.)
| | - Jae Hee Cho
- Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul 06273, Korea;
- Correspondence: (H.S.L.); (J.H.C.); Tel.: +82-2-2228-1935 (H.S.L.); +82-2-2019-3310 (J.H.C.)
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10
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Walters K, Stornetta A, Jacobs F, Villalta PW, Razzoli M, Grant M, Zordoky B, Bartolomucci A, Borgatti A, Balbo S. Identification of new candidate biomarkers to support doxorubicin treatments in canine cancer patients. BMC Vet Res 2021; 17:378. [PMID: 34876121 PMCID: PMC8650425 DOI: 10.1186/s12917-021-03062-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 10/13/2021] [Indexed: 11/10/2022] Open
Abstract
Background Both human and veterinary cancer chemotherapy are undergoing a paradigm shift from a “one size fits all” approach to more personalized, patient-oriented treatment strategies. Personalized chemotherapy is dependent on the identification and validation of biomarkers that can predict treatment outcome and/or risk of toxicity. Many cytotoxic chemotherapy agents, including doxorubicin, base their mechanism of action by interaction with DNA and disruption of normal cellular processes. We developed a high-resolution/accurate-mass liquid chromatography-mass spectrometry DNA screening approach for monitoring doxorubicin-induced DNA modifications (adducts) in vitro and in vivo. We used, for the first time, a new strategy involving the use of isotope-labeled DNA, which greatly facilitates adduct discovery. The overall goal of this work was to identify doxorubicin-DNA adducts to be used as biomarkers to predict drug efficacy for use in veterinary oncology. Results We used our novel mass spectrometry approach to screen for adducts in purified DNA exposed to doxorubicin. This initial in vitro screening identified nine potential doxorubicin-DNA adduct masses, as well as an intense signal corresponding to DNA-intercalated doxorubicin. Two of the adduct masses, together with doxorubicin and its metabolite doxorubicinol, were subsequently detected in vivo in liver DNA extracted from mice exposed to doxorubicin. Finally, the presence of these adducts and analytes was explored in the DNA isolated from dogs undergoing treatment with doxorubicin. The previously identified nine DOX-DNA adducts were not detected in these preliminary three samples collected seven days post-treatment, however intercalated doxorubicin and doxorubicinol were detected. Conclusions This work sets the stage for future evaluation of doxorubicin-DNA adducts and doxorubicin-related molecules as candidate biomarkers to personalize chemotherapy protocols for canine cancer patients. It demonstrates our ability to combine in one method the analysis of DNA adducts and DNA-intercalated doxorubicin and doxorubicinol. The last two analytes interestingly, were persistent in samples from canine patients undergoing doxorubicin chemotherapy seven days after treatment. The presence of doxorubicin in all samples suggests a role for it as a promising biomarker for use in veterinary chemotherapy. Future studies will involve the analysis of more samples from canine cancer patients to elucidate optimal timepoints for monitoring intercalated doxorubicin and doxorubicin-DNA adducts and the correlation of these markers with therapy outcome. Supplementary Information The online version contains supplementary material available at 10.1186/s12917-021-03062-x.
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Affiliation(s)
- Kristine Walters
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, 1365 Gortner Avenue, St Paul, MN, 55108, USA.,WestVet 24/7 Animal Emergency & Specialty Center, 5024 W Chinden Boulevard, Garden City, ID, 83714, USA
| | - Alessia Stornetta
- Masonic Cancer Center, University of Minnesota, 2231 6th Street Southeast, Minneapolis, MN, 55455, USA
| | - Foster Jacobs
- Masonic Cancer Center, University of Minnesota, 2231 6th Street Southeast, Minneapolis, MN, 55455, USA.,Division of Environmental Health Sciences, School of Public Health, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA
| | - Peter W Villalta
- Masonic Cancer Center, University of Minnesota, 2231 6th Street Southeast, Minneapolis, MN, 55455, USA
| | - Maria Razzoli
- Department of Integrative Biology and Physiology, University of Minnesota, 2231 6th Street SE, Minneapolis, MN, 55455, USA
| | - Marianne Grant
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, 308 Harvard Street S.E, Minneapolis, MN, 55455, USA
| | - Beshay Zordoky
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, 308 Harvard Street S.E, Minneapolis, MN, 55455, USA
| | - Alessandro Bartolomucci
- Department of Integrative Biology and Physiology, University of Minnesota, 2231 6th Street SE, Minneapolis, MN, 55455, USA
| | - Antonella Borgatti
- Department of Veterinary Clinical Sciences, College of Veterinary Medicine, University of Minnesota, 1365 Gortner Avenue, St Paul, MN, 55108, USA.,Masonic Cancer Center, University of Minnesota, 2231 6th Street Southeast, Minneapolis, MN, 55455, USA.,Clinical Investigation Center, College of Veterinary Medicine, St. Paul, MN, 55108, USA
| | - Silvia Balbo
- Masonic Cancer Center, University of Minnesota, 2231 6th Street Southeast, Minneapolis, MN, 55455, USA. .,Division of Environmental Health Sciences, School of Public Health, University of Minnesota, 420 Delaware Street SE, Minneapolis, MN, 55455, USA.
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11
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van der Sijde F, Azmani Z, Besselink MG, Bonsing BA, de Groot JWB, Groot Koerkamp B, Haberkorn BCM, Homs MYV, van IJcken WFJ, Janssen QP, Lolkema MP, Luelmo SAC, Mekenkamp LJM, Mustafa DAM, van Schaik RHN, Wilmink JW, Vietsch EE, van Eijck CHJ. Circulating TP53 mutations are associated with early tumor progression and poor survival in pancreatic cancer patients treated with FOLFIRINOX. Ther Adv Med Oncol 2021; 13:17588359211033704. [PMID: 34422118 PMCID: PMC8377319 DOI: 10.1177/17588359211033704] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 06/30/2021] [Indexed: 01/05/2023] Open
Abstract
Background: Biomarkers predicting treatment response may be used to stratify pancreatic ductal adenocarcinoma (PDAC) patients for therapy. The aim of this study was to identify circulating tumor DNA (ctDNA) mutations that associate with tumor progression during FOLFIRINOX chemotherapy, and overall survival (OS). Methods: Circulating cell-free DNA was analyzed with a 57 gene next-generation sequencing panel using plasma samples of 48 PDAC patients of all disease stages. Patients received FOLFIRINOX as initial treatment. Chemotherapy response was determined on CT scans as disease control (n = 30) or progressive disease (n = 18) within eight cycles of FOLFIRINOX, based on RECIST 1.1 criteria. Results: Detection of a TP53 ctDNA mutation before start of FOLFIRINOX [odds ratio (OR) 10.51, 95% confidence interval (CI) 1.40–79.14] and the presence of a homozygous TP53 Pro72Arg germline variant (OR 6.98, 95% CI 1.31–37.30) were predictors of early tumor progression during FOLFIRINOX in multivariable analysis. Five patients presented with the combination of a TP53 ctDNA mutation before start of FOLFIRINOX and the homozygous Pro72Arg variant. All five patients showed progression during FOLFIRINOX. The combination of the TP53 mutation and TP53 germline variant was associated with shorter survival (median OS 4.4 months, 95% CI 2.6–6.2 months) compared with patients without any TP53 alterations (median OS 13.0 months, 95% CI 8.6–17.4 months). Conclusion: The combination of a TP53 ctDNA mutation before start of FOLFIRINOX and a homozygous TP53 Pro72Arg variant is a promising biomarker, associated with early tumor progression during FOLFIRINOX and poor OS. The results of this exploratory study need to be validated in an independent cohort.
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Affiliation(s)
- Fleur van der Sijde
- Department of Surgery, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Zakia Azmani
- Center for Biomics, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Marc G. Besselink
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, Noord-Holland, The Netherlands
| | - Bert A. Bonsing
- Department of Surgery, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | | | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | | | - Marjolein Y. V. Homs
- Department of Medical Oncology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | | | - Quisette P. Janssen
- Department of Surgery, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Martijn P. Lolkema
- Department of Medical Oncology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Saskia A. C. Luelmo
- Department of Medical Oncology, Leiden University Medical Center, Leiden, Zuid-Holland, The Netherlands
| | - Leonie J. M. Mekenkamp
- Department of Medical Oncology, Medisch Spectrum Twente, Enschede, Overijssel, The Netherlands
| | - Dana A. M. Mustafa
- Department of Pathology, Tumor Immuno-Pathology Laboratory, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Ron H. N. van Schaik
- Department of Clinical Chemistry, Erasmus MC, University Medical Center, Rotterdam, Zuid-Holland, The Netherlands
| | - Johanna W. Wilmink
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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12
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Strijker M, van Veldhuisen E, van der Geest LG, Busch OR, Bijlsma MF, Haj Mohammad N, Homs MY, van Hooft JE, Verheij J, de Vos-Geelen J, Wilmink JW, Steyerberg WEW, Besselink MG, van Laarhoven HW. Readily available biomarkers predict poor survival in metastatic pancreatic cancer. Biomarkers 2021; 26:325-334. [PMID: 33663300 DOI: 10.1080/1354750x.2021.1893814] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
BACKGROUND Identification of metastatic pancreatic cancer (mPC) patients with the worst prognosis could help to tailor therapy. We evaluated readily available biomarkers for the prediction of 90-day mortality in a nationwide cohort of mPC patients. METHODS Patients with synchronous mPC were included from the Netherlands Cancer Registry (2015-2017). Baseline CA19-9, albumin, CRP, LDH, CRP/albumin ratio, and (modified) Glasgow Prognostic Score ((m)GPS composed of albumin and CRP) were evaluated. Multivariable logistic regression analyses were performed to identify predictors of 90-day mortality. Prognostic value per predictor was quantified by Nagelkerke's partial R2. RESULTS Overall, 4248 patients were included. Median overall survival was 2.2 months and 90-day mortality was 59.4% (n = 1629). All biomarkers predicted 90-day mortality in univariable analysis, and remained statistically significant after adjustment for clinically relevant factors and all other biomarkers (all p < 0.001). The prognostic value of the biomarkers combined was similar to WHO performance status. Patients who received chemotherapy had better outcomes than those who did not, regardless of biomarker levels. CONCLUSIONS In mPC patients, albumin, CA19-9, CRP, LDH, CRP/albumin ratio, and (m)GPS are prognostic for poor survival. Biomarkers did not predict response to chemotherapy. These readily available biomarkers can be used to better inform patients and to stratify in clinical trials.
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Affiliation(s)
- Marin Strijker
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Eran van Veldhuisen
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Lydia G van der Geest
- Department of Research and Development, Netherlands Comprehensive Cancer Organization (IKNL), Utrecht, The Netherlands
| | - Olivier R Busch
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Maarten F Bijlsma
- Laboratory for Experimental Oncology and Radiobiology, Center for Experimental and Molecular Medicine, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Nadia Haj Mohammad
- Department of Medical Oncology, University Medical Center, Utrecht University, Utrecht, The Netherlands
| | - Marjolein Y Homs
- Department of Medical Oncology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Jeanin E van Hooft
- Department of Gastroenterology and Hepatology, Leiden University Medical Center, Leiden, The Netherlands
| | - Joanne Verheij
- Department of Pathology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Judith de Vos-Geelen
- Department of Internal Medicine, Division of Medical Oncology, GROW - School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, The Netherlands
| | - Johanna W Wilmink
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - W Ewout W Steyerberg
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, The Netherlands
| | - Marc G Besselink
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Hanneke W van Laarhoven
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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13
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Clinical Perspective on Proteomic and Glycomic Biomarkers for Diagnosis, Prognosis, and Prediction of Pancreatic Cancer. Int J Mol Sci 2021; 22:ijms22052655. [PMID: 33800786 PMCID: PMC7961509 DOI: 10.3390/ijms22052655] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 02/26/2021] [Accepted: 03/02/2021] [Indexed: 02/07/2023] Open
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is known as a highly aggressive malignant disease. Prognosis for patients is notoriously poor, despite improvements in surgical techniques and new (neo)adjuvant chemotherapy regimens. Early detection of PDAC may increase the overall survival. It is furthermore foreseen that precision medicine will provide improved prognostic stratification and prediction of therapeutic response. In this review, omics-based discovery efforts are presented that aim for novel diagnostic and prognostic biomarkers of PDAC. For this purpose, we systematically evaluated the literature published between 1999 and 2020 with a focus on protein- and protein-glycosylation biomarkers in pancreatic cancer patients. Besides genomic and transcriptomic approaches, mass spectrometry (MS)-based proteomics and glycomics of blood- and tissue-derived samples from PDAC patients have yielded new candidates with biomarker potential. However, for reasons discussed in this review, the validation and clinical translation of these candidate markers has not been successful. Consequently, there has been a change of mindset from initial efforts to identify new unimarkers into the current hypothesis that a combination of biomarkers better suits a diagnostic or prognostic panel. With continuing development of current research methods and available techniques combined with careful study designs, new biomarkers could contribute to improved detection, prognosis, and prediction of pancreatic cancer.
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14
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Therapeutic response assessment in pancreatic ductal adenocarcinoma: society of abdominal radiology review paper on the role of morphological and functional imaging techniques. Abdom Radiol (NY) 2020; 45:4273-4289. [PMID: 32936417 DOI: 10.1007/s00261-020-02723-z] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 08/17/2020] [Accepted: 08/25/2020] [Indexed: 02/06/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDA) is the third leading cause of cancer-related death in the United States and is projected to be the second by 2030. Systemic combination chemotherapy is considered an essential first-line treatment for the majority of patients with PDA, in both the neoadjuvant and palliative settings. In addition, a number of novel therapies are being tested in clinical trials for patients with advanced PDA. In all cases, accurate and timely assessment of treatment response is critical to guide therapy, reduce drug toxicities and cost from a failing therapy, and aid adaptive clinical trials. Conventional morphological imaging has significant limitations, especially in the context of determining primary tumor response and resectability following neoadjuvant therapies. In this article, we provide an overview of current therapy options for PDA, highlight several morphological imaging findings that may be helpful to reduce over-staging following neoadjuvant therapy, and discuss a number of emerging imaging, and non-imaging, tools that have shown promise in providing a more precise quantification of disease burden and treatment response in PDA.
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15
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Zhang TN, Yin RH, Wang LW. The prognostic and predictive value of the albumin-bilirubin score in advanced pancreatic cancer. Medicine (Baltimore) 2020; 99:e20654. [PMID: 32664063 PMCID: PMC7360257 DOI: 10.1097/md.0000000000020654] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Albumin-bilirubin (ALBI) showed its prognostic and predictive value in hepatobiliary disease like hepatocellular carcinoma. However, little has been known about its role in pancreatic cancer.In this retrospective study, 149 patients with advanced pancreatic cancer (APC) treated in the Shanghai General Hospital from January 2009 to December 2014 were enrolled as the training cohort and 120 patients treated from January 2015 to December 2018 were taken as the validation cohort. We generated the ALBI score according previous studies. The correlations between ALBI and clinicopathological parameters were evaluated with the Pearson Chi-square test. Kaplan-Meier method and log-rank test were conducted to determine the correlation between ALBI and overall survival (OS). Then we used Cox regression model to investigate the prognostic significance of ALBI. We further assessed retrospectively whether ALBI score could be used to identify combination therapy candidates for APC.Eastern Cooperative Oncology Group Performance Status, hemoglobin, aspartate aminotransferase, and alanine aminotransferase were found to be significantly correlated with ALBI. Kaplan-Meier analysis showed that the median OS in patients with a pretreatment ALBI ≥-2.6 was 7.0 months, which was significantly shorter than OS of patients with a ALBI <-2.6 (13.0 months, P = .001). ALBI was independently correlated with OS in multivariate analysis. In the subgroup analysis, ALBI showed significant prognostic value in patients with liver metastasis but not those without liver metastasis in all 3 cohorts. In addition, only in the group with ALBI <-2.6, patients receiving combination therapy showed better prognosis than those receiving monotherapy.In conclusion, ALBI was a promising prognostic biomarker in APC with liver metastasis. ALBI also showed predictive value in identifying combination therapy candidates for patients with APC.
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Affiliation(s)
- Tie-Ning Zhang
- Nanjing Medical University, Nanjing
- Department of Radiation Oncology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine
| | | | - Li-Wei Wang
- Nanjing Medical University, Nanjing
- Department of Oncology, Renji Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai Cancer Institute, Shanghai, China
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16
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Toledano-Fonseca M, Cano MT, Inga E, Rodríguez-Alonso R, Gómez-España MA, Guil-Luna S, Mena-Osuna R, de la Haba-Rodríguez JR, Rodríguez-Ariza A, Aranda E. Circulating Cell-Free DNA-Based Liquid Biopsy Markers for the Non-Invasive Prognosis and Monitoring of Metastatic Pancreatic Cancer. Cancers (Basel) 2020; 12:cancers12071754. [PMID: 32630266 PMCID: PMC7409337 DOI: 10.3390/cancers12071754] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 06/26/2020] [Accepted: 06/29/2020] [Indexed: 12/20/2022] Open
Abstract
Liquid biopsy may assist in the management of cancer patients, which can be particularly applicable in pancreatic ductal adenocarcinoma (PDAC). In this study, we investigated the utility of circulating cell-free DNA (cfDNA)-based markers as prognostic tools in metastatic PDAC. Plasma was obtained from 61 metastatic PDAC patients, and cfDNA levels and fragmentation were determined. BEAMing technique was used for quantitative determination of RAS mutation allele fraction (MAF) in cfDNA. We found that the prognosis was more accurately predicted by RAS mutation detection in plasma than in tissue. RAS mutation status in plasma was a strong independent prognostic factor for both overall survival (OS) and progression-free survival (PFS). Moreover, RAS MAF in cfDNA was also an independent risk factor for poor OS, and was strongly associated with primary tumours in the body/tail of the pancreas and liver metastases. Higher cfDNA levels and fragmentation were also associated with poorer OS and shorter PFS, body/tail tumors, and hepatic metastases, whereas cfDNA fragmentation positively correlated with RAS MAF. Remarkably, the combination of CA19-9 with MAF, cfDNA levels and fragmentation improved the prognostic stratification of patients. Furthermore, dynamics of RAS MAF better correlated with patients’ outcome than standard CA19-9 marker. In conclusion, our study supports the use of cfDNA-based liquid biopsy markers as clinical tools for the non-invasive prognosis and monitoring of metastatic PDAC patients.
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Affiliation(s)
- Marta Toledano-Fonseca
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), E14004 Córdoba, Spain; (M.T.-F.); (S.G.-L.); (R.M.-O.); (J.R.d.l.H.-R.); (E.A.)
- Cancer Network Biomedical Research Center (CIBERONC), E28029 Madrid, Spain;
| | - M. Teresa Cano
- Medical Oncology Department, Reina Sofía University Hospital, E14004 Córdoba, Spain; (M.T.C.); (E.I.); (R.R.-A.)
| | - Elizabeth Inga
- Medical Oncology Department, Reina Sofía University Hospital, E14004 Córdoba, Spain; (M.T.C.); (E.I.); (R.R.-A.)
| | - Rosa Rodríguez-Alonso
- Medical Oncology Department, Reina Sofía University Hospital, E14004 Córdoba, Spain; (M.T.C.); (E.I.); (R.R.-A.)
| | - M. Auxiliadora Gómez-España
- Cancer Network Biomedical Research Center (CIBERONC), E28029 Madrid, Spain;
- Medical Oncology Department, Reina Sofía University Hospital, E14004 Córdoba, Spain; (M.T.C.); (E.I.); (R.R.-A.)
| | - Silvia Guil-Luna
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), E14004 Córdoba, Spain; (M.T.-F.); (S.G.-L.); (R.M.-O.); (J.R.d.l.H.-R.); (E.A.)
- Cancer Network Biomedical Research Center (CIBERONC), E28029 Madrid, Spain;
| | - Rafael Mena-Osuna
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), E14004 Córdoba, Spain; (M.T.-F.); (S.G.-L.); (R.M.-O.); (J.R.d.l.H.-R.); (E.A.)
| | - Juan R. de la Haba-Rodríguez
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), E14004 Córdoba, Spain; (M.T.-F.); (S.G.-L.); (R.M.-O.); (J.R.d.l.H.-R.); (E.A.)
- Cancer Network Biomedical Research Center (CIBERONC), E28029 Madrid, Spain;
- Medical Oncology Department, Reina Sofía University Hospital, E14004 Córdoba, Spain; (M.T.C.); (E.I.); (R.R.-A.)
| | - Antonio Rodríguez-Ariza
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), E14004 Córdoba, Spain; (M.T.-F.); (S.G.-L.); (R.M.-O.); (J.R.d.l.H.-R.); (E.A.)
- Cancer Network Biomedical Research Center (CIBERONC), E28029 Madrid, Spain;
- Medical Oncology Department, Reina Sofía University Hospital, E14004 Córdoba, Spain; (M.T.C.); (E.I.); (R.R.-A.)
- Correspondence:
| | - Enrique Aranda
- Maimónides Biomedical Research Institute of Córdoba (IMIBIC), E14004 Córdoba, Spain; (M.T.-F.); (S.G.-L.); (R.M.-O.); (J.R.d.l.H.-R.); (E.A.)
- Cancer Network Biomedical Research Center (CIBERONC), E28029 Madrid, Spain;
- Medical Oncology Department, Reina Sofía University Hospital, E14004 Córdoba, Spain; (M.T.C.); (E.I.); (R.R.-A.)
- Department of Medicine, Faculty of Medicine, University of Córdoba, E14004 Córdoba, Spain
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van der Sijde F, Li Y, Schraauwen R, de Koning W, van Eijck CHJ, Mustafa DAM. RNA from stabilized whole blood enables more comprehensive immune gene expression profiling compared to RNA from peripheral blood mononuclear cells. PLoS One 2020; 15:e0235413. [PMID: 32589655 PMCID: PMC7319339 DOI: 10.1371/journal.pone.0235413] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2020] [Accepted: 06/15/2020] [Indexed: 01/09/2023] Open
Abstract
Monitoring changes in the immune profile in blood samples can help identifying changes in tumor biology and therapy responsiveness over time. Immune-related gene expression profiles offer a highly reproducible method to monitor changes of the immune system. However, measuring gene expression profiles in whole blood samples can be complicated because of the high protein and enzyme abundancy that affect the stability and quality of the RNA. Peripheral blood mononuclear cells (PBMCs) are one the most commonly used source for immune cell RNA extraction, though, this method does not reflect all components of the peripheral blood. The aim of this study was to determine the differences in immune-related gene expression between RNA isolated from stabilized whole blood and RNA isolated from PBMCs. Whole blood samples from 12 pancreatic cancer patients were collected before and after chemotherapy (n = 24). Blood samples were collected in both EDTA tubes, and Tempus tubes containing an RNA stabilizer (total n = 48). PBMCs were isolated from EDTA samples using Ficoll and were snap frozen. Subsequently, immune-related gene expression was profiled using the PanCancer Immune Profiling Panel of NanoString technology. Gene expression profiles of PBMCs were compared to that of Tempus tubes using the Advanced Analysis module of nSolver software. Both types of samples provided good quality RNA and gene expression measurements. However, RNA isolated from Tempus tubes resulted in significantly higher gene counts than PBMCs; 107/730 genes were exclusively detected in Tempus samples, while under the detection limit in PBMCs. In addition, 192/730 genes showed significantly higher gene counts in Tempus samples, 157/730 genes showed higher gene counts in PBMCs. Thus, RNA isolated from whole blood stabilizing blood tubes, such as Tempus tubes, enable higher gene counts and more comprehensive measurements of gene expression profiles compared to RNA isolated from PBMCs.
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Affiliation(s)
- Fleur van der Sijde
- Department of Surgery, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Yunlei Li
- Department of Pathology, Clinical Bioinformatics Unit, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Rick Schraauwen
- Department of Pathology, Tumor Immuno-Pathology Laboratory, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Willem de Koning
- Department of Pathology, Clinical Bioinformatics Unit, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Casper H. J. van Eijck
- Department of Surgery, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Dana A. M. Mustafa
- Department of Pathology, Tumor Immuno-Pathology Laboratory, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- * E-mail:
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18
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Immune-Related Circulating miR-125b-5p and miR-99a-5p Reveal a High Recurrence Risk Group of Pancreatic Cancer Patients after Tumor Resection. APPLIED SCIENCES-BASEL 2019; 9. [PMID: 34484811 PMCID: PMC8415800 DOI: 10.3390/app9224784] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Clinical follow-up aided by changes in the expression of circulating microRNAs (miRs) may improve prognostication of pancreatic ductal adenocarcinoma (PDAC) patients. Changes in 179 circulating miRs due to cancer progression in the transgenic Kras G12D/+; Trp53 R172H/+; P48-Cre (KPC) animal model of PDAC were analyzed for serum miRs that are altered in metastatic disease. In addition, expression levels of 250 miRs were profiled before and after pancreaticoduodenectomy in the serum of two patients with resectable PDAC with different progression free survival (PFS) and analyzed for changes indicative of PDAC recurrence after resection. Three miRs that were upregulated ≥3-fold in progressive PDAC in both mice and patients were selected for validation in 26 additional PDAC patients before and after resection. We found that high serum miR-125b-5p and miR-99a-5p levels after resection are significantly associated with shorter PFS (HR 1.34 and HR 1.73 respectively). In situ hybridization for miR detection in the paired resected human PDAC tissues showed that miR-125b-5p and miR-99a-5p are highly expressed in inflammatory cells in the tumor stroma, located in clusters of CD79A expressing cells of the B-lymphocyte lineage. In conclusion, we found that circulating miR-125b-5p and miR-99a-5p are potential immune-cell related prognostic biomarkers in PDAC patients after surgery.
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19
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EMT and Stemness-Key Players in Pancreatic Cancer Stem Cells. Cancers (Basel) 2019; 11:cancers11081136. [PMID: 31398893 PMCID: PMC6721598 DOI: 10.3390/cancers11081136] [Citation(s) in RCA: 76] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2019] [Revised: 08/01/2019] [Accepted: 08/06/2019] [Indexed: 12/15/2022] Open
Abstract
Metastasis and tumor progression are the major cause of death in patients suffering from pancreatic ductal adenocarcinoma. Tumor growth and especially dissemination are typically associated with activation of an epithelial-to-mesenchymal transition (EMT) program. This phenotypic transition from an epithelial to a mesenchymal state promotes migration and survival both during development and in cancer progression. When re-activated in pathological contexts such as cancer, this type of developmental process confers additional stemness properties to specific subsets of cells. Cancer stem cells (CSCs) are a subpopulation of cancer cells with stem-like features that are responsible for the propagation of the tumor as well as therapy resistance and cancer relapse, but also for circulating tumor cell release and metastasis. In support of this concept, EMT transcription factors generate cells with stem cell properties and mediate chemoresistance. However, their role in pancreatic ductal adenocarcinoma metastasis remains controversial. As such, a better characterization of CSC populations will be crucial in future development of therapies targeting these cells. In this review, we will discuss the latest updates on the mechanisms common to pancreas development and CSC-mediated tumor progression.
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20
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Napolitano F, Formisano L, Giardino A, Girelli R, Servetto A, Santaniello A, Foschini F, Marciano R, Mozzillo E, Carratù AC, Cascetta P, De Placido P, De Placido S, Bianco R. Neoadjuvant Treatment in Locally Advanced Pancreatic Cancer (LAPC) Patients with FOLFIRINOX or Gemcitabine NabPaclitaxel: A Single-Center Experience and a Literature Review. Cancers (Basel) 2019; 11:E981. [PMID: 31337045 PMCID: PMC6678351 DOI: 10.3390/cancers11070981] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 07/09/2019] [Accepted: 07/10/2019] [Indexed: 02/07/2023] Open
Abstract
The optimal therapeutic strategy for locally advanced pancreatic cancer patients (LAPC) has not yet been established. Our aim is to evaluate how surgery after neoadjuvant treatment with either FOLFIRINOX (FFN) or Gemcitabine-NabPaclitaxel (GemNab) affects the clinical outcome in these patients. LAPC patients treated at our institution were retrospectively analysed to reach this goal. The group characteristics were similar: 35 patients were treated with the FOLFIRINOX regimen and 21 patients with Gemcitabine Nab-Paclitaxel. The number of patients undergoing surgery was 14 in the FFN group (40%) and six in the GemNab group (28.6%). The median Disease-Free Survival (DFS) was 77.10 weeks in the FFN group and 58.65 weeks in the Gem Nab group (p = 0.625), while the median PFS in the unresected group was 49.4 weeks in the FFN group and 30.9 in the GemNab group (p = 0.0029, 95% CI 0.138-0.862, HR 0.345). The overall survival (OS) in the resected population needs a longer follow up to be completely assessed, while the median overall survival (mOS) in the FFN group was 72.10 weeks and 53.30 weeks for the GemNab group (p = 0.06) in the unresected population. Surgery is a valuable option for LAPC patients and it is able to induce a relevant survival advantage. FOLFIRINOX and Gem-NabPaclitaxel should be offered as first options to pancreatic cancer patients in the locally advanced setting.
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Affiliation(s)
- Fabiana Napolitano
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Luigi Formisano
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Alessandro Giardino
- Pancreatic Surgery Unit, Pederzoli Hospital, Peschiera del Garda, 37019 Verona, Italy
| | - Roberto Girelli
- Pancreatic Surgery Unit, Pederzoli Hospital, Peschiera del Garda, 37019 Verona, Italy
| | - Alberto Servetto
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Antonio Santaniello
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Francesca Foschini
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Roberta Marciano
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Eleonora Mozzillo
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Anna Chiara Carratù
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Priscilla Cascetta
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Pietro De Placido
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Sabino De Placido
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy
| | - Roberto Bianco
- Department of Clinical Medicine and Surgery, University of Naples "Federico II", 80131 Naples, Italy.
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21
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Fest J, Ruiter R, Mulder M, Groot Koerkamp B, Ikram MA, Stricker BH, van Eijck CHJ. The systemic immune-inflammation index is associated with an increased risk of incident cancer-A population-based cohort study. Int J Cancer 2019; 146:692-698. [PMID: 30924141 PMCID: PMC6916270 DOI: 10.1002/ijc.32303] [Citation(s) in RCA: 83] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Revised: 02/19/2019] [Accepted: 02/27/2019] [Indexed: 12/12/2022]
Abstract
Several studies found that the systemic immune‐inflammation index (SII) is a prognostic factor for mortality in patients with solid tumors. It is unknown whether an increased SII in generally healthy individuals reflects a risk for developing cancer. Our objective was to investigate the association between the SII and incident cancers in a prospective cohort study. Data were obtained from the Rotterdam Study; a population‐based study of individuals aged ≥45 years, between 2002 and 2013. The SII at baseline was calculated from absolute blood counts. The association between the SII and the risk of any solid incident cancer during follow‐up was assessed using Cox proportional hazard models. Individuals with a prior cancer diagnosis were excluded. Data of 8,024 individuals were included in the analyses. The mean age at baseline was 65.6 years (SD 10.5 years) and the majority were women. During a maximum follow‐up period of 10.7 years, 733 individuals were diagnosed with cancer. A higher SII at baseline was associated with a 30% higher risk of developing a solid cancer (HR of 1.30 [95% CI; 1.11–1.53]), after adjustment for age, sex, socioeconomic status, smoking, BMI and type 2 diabetes. The absolute cumulative 10‐year cancer risk increased from 9.7% in the lowest quartile of SII to 14.7% in the highest quartile (p‐value = 0.009). The risk of developing cancer was persistent over time and increased for individuals with the longest follow‐up. In conclusion, a high SII is a strong and independent risk indicator for developing a solid cancer. What's new? The systemic immune‐inflammation index (SII) incorporates blood counts of neutrophils, lymphocytes, and platelets. Several studies have found that the SII can help to predict mortality in patients with solid tumors. Might the SII also be useful in evaluating future cancer risk? In this prospective epidemiologic study, the authors found that an increased SII is independently associated with as much as a 30% higher risk of a future diagnosis of a solid cancer. These results indicate that inflammatory cells could play a role in the etiology of cancer. Further research is needed.
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Affiliation(s)
- Jesse Fest
- Department of Surgery, Erasmus MC University Medical Center, Rotterdam, the Netherlands.,Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Rikje Ruiter
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Marlies Mulder
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - M Arfan Ikram
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Bruno H Stricker
- Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, the Netherlands
| | - Casper H J van Eijck
- Department of Surgery, Erasmus MC University Medical Center, Rotterdam, the Netherlands
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