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Madani SP, Mirza-Aghazadeh-Attari M, Mohseni A, Afyouni S, Zandieh G, Shahbazian H, Borhani A, Yazdani Nia I, Laheru D, Pawlik TM, Kamel IR. Value of radiomics features extracted from baseline computed tomography images in predicting overall survival in patients with nonsurgical pancreatic ductal adenocarcinoma: incorporation of a radiomics score to a multiparametric nomogram to predict 1-year overall survival. J Gastrointest Surg 2025; 29:101882. [PMID: 39528002 DOI: 10.1016/j.gassur.2024.101882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2024] [Revised: 10/01/2024] [Accepted: 11/06/2024] [Indexed: 11/16/2024]
Abstract
PURPOSE This study aimed to determine the value of radiomics features derived from baseline computed tomography (CT) scans and volumetric measurements to predict overall survival (OS) in patients with nonsurgical pancreatic ductal adenocarcinoma (PDAC) treated with a chemotherapy combination regimen of 5-fluorouracil, leucovorin, irinotecan, and oxaliplatin (FOLFIRINOX). METHODS In this retrospective single-institution study, 131 patients with nonsurgical PDAC who received FOLFIRINOX neoadjuvant chemotherapy between December 2012 and November 2021 were included. Pretreatment contrast-enhanced CT images were obtained for all patients before inclusion. The primary tumor was contoured by an expert radiologist with 25 years of experience. A total of 845 radiomics features, including first-, second-, and higher-order features, were extracted from the total tumor volume. A feature reduction pipeline was used to reduce the dimensionality of the data. The selected features were used to generate a radiomics score based on the Least Absolute Shrinkage and Selection Operator coefficients. A high-dimensional Cox model was generated on the basis of the radiomics score and other quantitative and semantic imaging findings. RESULTS From the 845 radiomics features extracted, 45 were significantly different between the tertiles. The following equation was used to generate a radiomics score: radiomics score = SmallAreaEmphasis (-66.87801 + LargeDependenceEmphasis) - 0.2345916. The radiomics score was significantly different among the 3 groups of the radiomics features (P = .034). The overall difference in survival was significant among the 3 groups (P = .02). The nomogram showed good calibration and showed significant differences among the patients when they were classified as tertiles (P < .00). CONCLUSION Radiomics approaches have the potential to predict OS in nonsurgical patients with PDAC, and the inclusion of semantic imaging findings and pathologic data could further enhance prognostication in patients with PDAC.
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Affiliation(s)
- Seyedeh Panid Madani
- Russell H. Morgan Department of Radiology and Radiological Science, Baltimore, MD, United States
| | | | - Alireza Mohseni
- Russell H. Morgan Department of Radiology and Radiological Science, Baltimore, MD, United States
| | - Shadi Afyouni
- Russell H. Morgan Department of Radiology and Radiological Science, Baltimore, MD, United States
| | - Ghazal Zandieh
- Russell H. Morgan Department of Radiology and Radiological Science, Baltimore, MD, United States
| | - Haneyeh Shahbazian
- Russell H. Morgan Department of Radiology and Radiological Science, Baltimore, MD, United States
| | - Ali Borhani
- Russell H. Morgan Department of Radiology and Radiological Science, Baltimore, MD, United States
| | - Iman Yazdani Nia
- Russell H. Morgan Department of Radiology and Radiological Science, Baltimore, MD, United States
| | - Daniel Laheru
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Timothy M Pawlik
- Department of Surgery, Wexner Medical Center, The James Comprehensive Cancer Center, The Ohio State University, Columbus, OH, United States
| | - Ihab R Kamel
- Russell H. Morgan Department of Radiology and Radiological Science, Baltimore, MD, United States; Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO, United States.
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Gayibov E, Sychra T, Spálenková A, Souček P, Oliverius M. The use of patient-derived xenografts and patient-derived organoids in the search for new therapeutic regimens for pancreatic carcinoma. A review. Biomed Pharmacother 2025; 182:117750. [PMID: 39689516 DOI: 10.1016/j.biopha.2024.117750] [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: 09/06/2024] [Revised: 12/02/2024] [Accepted: 12/08/2024] [Indexed: 12/19/2024] Open
Abstract
Patient-derived organoids (PDOs) and xenografts (PDXs) are powerful tools for personalized medicine in pancreatic cancer (PC) research. This study explores the complementary strengths of PDOs and PDXs in terms of practicality, genetic fidelity, cost, and labor considerations. Among other models like 2D cell cultures, spheroids, cancer-on-chip systems, cell line-derived xenografts (CDX), and genetically engineered mouse models (GEMMs), PDOs and PDXs uniquely balance genetic fidelity and personalized medicine potential, offering distinct advantages over the simplicity of 2D cultures and the advanced, but often resource-intensive, GEMMs and cancer-on-chip systems. PDOs excel in high-throughput drug screening due to their ease of use, lower cost, and shorter experimental timelines. However, they lack a complete tumor microenvironment. Conversely, PDXs offer a more complex microenvironment that closely reflects patient tumors, potentially leading to more clinically relevant results. Despite limitations in size, number of specimens, and engraftment success, PDXs demonstrate significant concordance with patient responses to treatment, highlighting their value in personalized medicine. Both models exhibit significant genetic fidelity, making them suitable for drug sensitivity testing. The choice between PDOs and PDXs depends on the research focus, resource availability, and desired level of microenvironment complexity. PDOs are advantageous for high-throughput screening of a diverse array of potential therapeutic agents due to their relative ease of culture and scalability. PDXs, on the other hand, offer a more physiologically relevant model, allowing for a comprehensive evaluation of drug efficacy and mechanisms of action.
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Affiliation(s)
- Emin Gayibov
- 3rd Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Tomáš Sychra
- 3rd Faculty of Medicine, Charles University, Prague, Czech Republic; Centre of Toxicology and Health Safety, National Institute of Public Health, Prague, Czech Republic; Department of General Surgery, 3rd Faculty of Medicine, Charles University and University Hospital Královské Vinohrady, Prague, Czech Republic
| | - Alžběta Spálenková
- Centre of Toxicology and Health Safety, National Institute of Public Health, Prague, Czech Republic; Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Pavel Souček
- Centre of Toxicology and Health Safety, National Institute of Public Health, Prague, Czech Republic; Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic.
| | - Martin Oliverius
- 3rd Faculty of Medicine, Charles University, Prague, Czech Republic; Department of General Surgery, 3rd Faculty of Medicine, Charles University and University Hospital Královské Vinohrady, Prague, Czech Republic.
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3
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Li MM, Zhang Y, Sun F, Huai MX, Zhang FY, Pan JX, Qu CY, Shen F, Li ZH, Xu LM. Photodynamic Therapy Using RGD-Functionalized Quantum Dots Elicit a Potent Immune Response in a Syngeneic Mouse Model of Pancreatic Cancer. Int J Nanomedicine 2024; 19:9487-9502. [PMID: 39290860 PMCID: PMC11406538 DOI: 10.2147/ijn.s479123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Accepted: 09/05/2024] [Indexed: 09/19/2024] Open
Abstract
Purpose Photodynamic therapy (PDT) induces anti-tumor immune responses by triggering immunogenic cell death in tumor cells. Previously, we demonstrated that novel QDs-RGD nanoparticles exhibited high efficiency as photosensitizers in the treatment of pancreatic cancer. However, the underlying mechanism of the anti-tumor immune effects induced by the photosensitizer remains unknown. This study assessed the anticancer immune effect of QDs-RGD, as well as the conventional photosensitizer chlorine derivative, YLG-1, for comparison, against pancreatic cancer in support of superior therapeutic efficacy. Methods The pancreatic cancer cell line, Panc02, was used for in vitro studies. C57BL/6 mice bearing pancreatic cancer cell-derived xenografts were generated for in vivo studies to assess the anti-tumor effects of QDs-RGD-PDT and YLG-1-PDT. The immunostimulatory ability of both photosensitizers was examined by measuring the expression of damage-associated molecular patterns (DAMP), such as calreticulin (CRT), assessing dendritic cell (DC) maturation, and analyzing cytokine expression. The specific immunity of QDs-RGD and YLG-1-PDT on distant tumor were determined by combining PDT with anti-CTLA-4 antibody. Results QDs-RGD-PDT and YLG-1-PDT significantly inhibited pancreatic cancer cell growth in a dose- and time-dependent manner. While both photosensitizers significantly promoted CRT release, DC maturation, and interferon γ (IFN-γ) and tumor necrosis factor α (TNF-α) expression, QDs-RGD exerted a stronger immunostimulatory effect than YLG-1. Combination treatment with QDs-RGD and CTLA-4 blockade was able to significantly inhibit the growth of distant tumors. Conclusion QDs-RGD is a novel and effective PDT strategy for treating pancreatic tumors by inducing anti-tumor immune responses.
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Affiliation(s)
- Ming-Ming Li
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Yi Zhang
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Fang Sun
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Man-Xiu Huai
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Fei-Yu Zhang
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Jia-Xing Pan
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Chun-Ying Qu
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Feng Shen
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Zheng-Hong Li
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
| | - Lei-Ming Xu
- Department of Gastroenterology, Xinhua Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, People's Republic of China
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van Eijck CWF, Haddaoui HE, Kucukcelebi S, Vadgama D, Fellah A, Mustafa DAM, Aerts JGJV, van Eijck CHJ, Willemsen M. Rintatolimod in Advanced Pancreatic Cancer Enhances Antitumor Immunity through Dendritic Cell-Mediated T-Cell Responses. Clin Cancer Res 2024; 30:3447-3458. [PMID: 38488815 DOI: 10.1158/1078-0432.ccr-23-4085] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 02/05/2024] [Accepted: 03/13/2024] [Indexed: 08/16/2024]
Abstract
PURPOSE Amid the need for new approaches to improve survival in pancreatic ductal adenocarcinoma (PDAC), immune-based therapies have garnered interest. Rintatolimod, a Toll-like receptor 3 (TLR-3) agonist, is a potential candidate due to its dual impact on restraining PDAC cell functions and boosting the antitumor immune response. This study investigates the effect of TLR-3 activation through rintatolimod on the peripheral immune landscape of patients with advanced PDAC. EXPERIMENTAL DESIGN Paired blood samples of 30 patients with advanced PDAC, collected at baseline and after 12 rintatolimod intravenous infusions, underwent comprehensive transcriptomic NanoString and proteomic flow cytometry profiling. The impact of rintatolimod and immunologic factors on survival outcomes was assessed through univariate Cox proportional hazards models. RESULTS Rintatolimod treatment enhances peripheral immune activity at the transcriptomic and proteomic levels, particularly involving type 1 conventional dendritic cells (cDC1) and T cells. Post-rintatolimod, the increased peripheral abundance of BTLA+ XCR1+ cDC1s and CD4+SELL+ T cells correlated with improved clinical outcomes. Patients with stable disease exhibited pronouncedDCand T-cell activation gene overexpression. Notably, the expression of immune checkpoints PD-L1 and PD-L2 decreased post-rintatolimod across all patients. However, those with progressive disease showed increased expression of genes encoding IDO1 and PD-1. CONCLUSIONS This study presents compelling evidence of the immune-stimulatory properties linked to TLR-3 activation through rintatolimod. Rintatolimod may break immunologic tolerance by enhancing antitumor immunity through DC-mediated Th-cell responses. Furthermore, our findings lay the groundwork for investigating the potential synergy between TLR-3 activation and immune checkpoint inhibitor therapy to improve therapeutic outcomes. See related commentary by Martínez-Riaño et al., p. 3355.
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Affiliation(s)
- Casper W F van Eijck
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands
- Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Hassana El Haddaoui
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Songul Kucukcelebi
- Department of Surgery, Erasmus University Medical Centre, Rotterdam, the Netherlands
- Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Disha Vadgama
- Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Amine Fellah
- Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - Dana A M Mustafa
- Department of Pathology, Erasmus University Medical Centre, Rotterdam, the Netherlands
- Department of Clinical Bioinformatics, 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
- Erasmus MC Cancer Institute, Erasmus University Medical Centre, Rotterdam, the Netherlands
| | - 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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5
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Jang DK, Kim YA, Lee JW, Kim HJ, Lee YS, Chun JW, Lee JC, Woo SM, Hwang JH. The Trends and Outcomes of Initial Palliative Chemotherapy in Patients with Pancreatic Cancer in Korea Based on National Health Insurance Service Data. J Clin Med 2024; 13:3229. [PMID: 38892939 PMCID: PMC11172641 DOI: 10.3390/jcm13113229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Revised: 05/26/2024] [Accepted: 05/27/2024] [Indexed: 06/21/2024] Open
Abstract
Background/Objectives: The survival rate of patients with pancreatic cancer (PC) has improved gradually since the introduction of FOLFIRINOX (FFX) and gemcitabine + albumin-bound paclitaxel (GnP) regimens. However, the trends and outcomes of initial palliative chemotherapy before and after the advent of these regimens and their contribution to survival rates are not well understood. This study aimed to investigate this in patients with PC in Korea using claims data from the National Health Insurance Service (NHIS). Methods: Patients diagnosed with PC who underwent initial palliative chemotherapy between 2007 and 2019 were identified from the NHIS database. Patient demographics, comorbidities, chemotherapy regimens, and survival rates were analyzed using follow-up data up to 2020. Results: In total, 14,760 patients (mean age, 63.78 ± 10.18 years; men, 59.19%) were enrolled. As initial palliative chemotherapy, 3823 patients (25.90%) received gemcitabine alone; 2779 (18.83%) received gemcitabine + erlotinib; 1948 (13.20%) received FFX; and 1767 (11.97%) received GnP. The median survival values were 15.00 months for FFX; 11.04 months for GnP; 8.40 months for gemcitabine alone; and 8.51 months for gemcitabine + erlotinib. The adjusted hazard ratio (aHR) for GnP vs. FFX was 1.291 (95% CI, 1.206-1.383) in the multivariate Cox regression analysis of mortality. Radiation therapy (aHR, 0.667; 95% CI, 0.612-0.728) and second-line chemotherapy (aHR, 0.639; 95% CI, 0.597-0.684) were significantly associated with improved survival. Conclusions: Our study found that first-line chemotherapy with FFX was associated with significantly longer survival than the other regimens, although caution is needed in interpreting the results.
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Affiliation(s)
- Dong Kee Jang
- Department of Internal Medicine, Seoul National University Boramae Medical Center, Seoul 07061, Republic of Korea;
| | - Young Ae Kim
- Division of Cancer Control & Policy, National Cancer Control Institute, National Cancer Center, Goyang 10408, Republic of Korea; (Y.A.K.); (J.W.L.); (H.-J.K.)
| | - Jang Won Lee
- Division of Cancer Control & Policy, National Cancer Control Institute, National Cancer Center, Goyang 10408, Republic of Korea; (Y.A.K.); (J.W.L.); (H.-J.K.)
| | - Hak-June Kim
- Division of Cancer Control & Policy, National Cancer Control Institute, National Cancer Center, Goyang 10408, Republic of Korea; (Y.A.K.); (J.W.L.); (H.-J.K.)
| | - Yoon Suk Lee
- Department of Internal Medicine, Inje University Ilsan Paik Hospital, Goyang 10380, Republic of Korea;
| | - Jung Won Chun
- Research Institute, Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang 10408, Republic of Korea;
| | - Jong-Chan Lee
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea;
| | - Sang Myung Woo
- Research Institute, Center for Liver and Pancreatobiliary Cancer, National Cancer Center, Goyang 10408, Republic of Korea;
| | - Jin-Hyeok Hwang
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea;
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Saleh O, Shihadeh H, Yousef A, Erekat H, Abdallh F, Al-Leimon A, Elsalhy R, Altiti A, Dajani M, AlBarakat MM. The Effect of Intratumor Heterogeneity in Pancreatic Ductal Adenocarcinoma Progression and Treatment. Pancreas 2024; 53:e450-e465. [PMID: 38728212 DOI: 10.1097/mpa.0000000000002342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/12/2024]
Abstract
BACKGROUND AND OBJECTIVES Pancreatic cancer is one of the most lethal malignancies. Even though many substantial improvements in the survival rates for other major cancer forms were made, pancreatic cancer survival rates have remained relatively unchanged since the 1960s. Even more, no standard classification system for pancreatic cancer is based on cellular biomarkers. This review will discuss and provide updates about the role of stem cells in the progression of PC, the genetic changes associated with it, and the promising biomarkers for diagnosis. MATERIALS AND METHODS The search process used PubMed, Cochrane Library, and Scopus databases to identify the relevant and related articles. Articles had to be published in English to be considered. RESULTS The increasing number of studies in recent years has revealed that the diversity of cancer-associated fibroblasts is far greater than previously acknowledged, which highlights the need for further research to better understand the various cancer-associated fibroblast subpopulations. Despite the huge diversity in pancreatic cancer, some common features can be noted to be shared among patients. Mutations involving CDKN2, P53, and K-RAS can be seen in a big number of patients, for example. Similarly, some patterns of genes and biomarkers expression and the level of their expression can help in predicting cancer behavior such as metastasis and drug resistance. The current trend in cancer research, especially with the advancement in technology, is to sequence everything in hopes of finding disease-related mutations. CONCLUSION Optimizing pancreatic cancer treatment requires clear classification, understanding CAF roles, and exploring stroma reshaping approaches.
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Affiliation(s)
- Othman Saleh
- From the Faculty of Medicine, The Hashemite University, Zarqa
| | | | | | - Hana Erekat
- School of medicine, University of Jordan, Amman
| | - Fatima Abdallh
- From the Faculty of Medicine, The Hashemite University, Zarqa
| | | | | | | | - Majd Dajani
- From the Faculty of Medicine, The Hashemite University, Zarqa
| | - Majd M AlBarakat
- Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
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7
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Zhang Z, Lu T, Zhang Z, Liu Z, Qian R, Qi R, Zhou F, Li M. Unraveling the immune landscape and therapeutic biomarker PMEPA1 for oxaliplatin resistance in colorectal cancer: A comprehensive approach. Biochem Pharmacol 2024; 222:116117. [PMID: 38461903 DOI: 10.1016/j.bcp.2024.116117] [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: 10/24/2023] [Revised: 02/20/2024] [Accepted: 03/06/2024] [Indexed: 03/12/2024]
Abstract
Oxaliplatin (OXA) is a platinum-based chemotherapeutic agent with promising applications in the treatment of various malignancies, particularly colorectal cancer (CRC). However, the management of OXA resistance remains an ongoing obstacle in CRC therapy. This study aims to comprehensively investigate the immune landscape, targeted therapeutic biomarkers, and mechanisms that influence OXA resistance in CRC. Our results demonstrated that our OXA- resistant CRC prognostic model not only provides risk assessment for patients but also reflects the immune landscape of patients. Additionally, we identified prostate transmembrane protein, androgen-induced1 (PMEPA1) as a promising molecular targeted therapeutic biomarker for patients with OXA-resistant CRC. The mechanism of PMEPA1 may involve cell adhesion, pathways in cancer, and the TGF-β signaling pathway. Furthermore, analysis of CRC clinical samples indicated that patients resistant to OXA exhibited elevated serum levels of TGF-β1, increased expression of PMEPA1 in tumors, a lower proportion of CD8+ T cell positivity, and a higher proportion of M0 macrophage positivity, in comparison to OXA-sensitive individuals. Cellular experiments indicated that selective silencing of PMEPA1, alone or in combination with OXA, inhibited proliferation and metastasis in OXA-resistant CRC cells, HCT116R. Animal experiments further confirmed that PMEPA1 silencing suppressed subcutaneous graft tumor growth and liver metastasis in mice bearing HCT116R and synergistically enhanced the efficacy of OXA. These data highlight the potential of leveraging the therapeutic biomarker PMEPA1, CD8+ T cells, and M0 macrophages as innovative targets for effectively addressing the challenges associated with OXA resistance. Our findings hold promising implications for further clinical advancements in this field.
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Affiliation(s)
- Zhengguang Zhang
- School of Medicine, Nanjing University of Chinese Medicine, Jiangsu, Nanjing, China.
| | - Tianming Lu
- School of Medicine, Nanjing University of Chinese Medicine, Jiangsu, Nanjing, China
| | - Zhe Zhang
- Department of Oncology, Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Jiangsu, Nanjing, China
| | - Zixian Liu
- School of Medicine, Nanjing University of Chinese Medicine, Jiangsu, Nanjing, China
| | - Ruoning Qian
- School of Medicine, Nanjing University of Chinese Medicine, Jiangsu, Nanjing, China
| | - Ruogu Qi
- School of Medicine, Nanjing University of Chinese Medicine, Jiangsu, Nanjing, China.
| | - Fuqiong Zhou
- Central Laboratory, Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Jiangsu, Nanjing, China.
| | - Min Li
- Department of Oncology, Nanjing Hospital of Chinese Medicine Affiliated to Nanjing University of Chinese Medicine, Jiangsu, Nanjing, China.
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8
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Mai S, Inkielewicz-Stepniak I. Graphene Oxide Nanoparticles and Organoids: A Prospective Advanced Model for Pancreatic Cancer Research. Int J Mol Sci 2024; 25:1066. [PMID: 38256139 PMCID: PMC10817028 DOI: 10.3390/ijms25021066] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2023] [Revised: 01/02/2024] [Accepted: 01/04/2024] [Indexed: 01/24/2024] Open
Abstract
Pancreatic cancer, notorious for its grim 10% five-year survival rate, poses significant clinical challenges, largely due to late-stage diagnosis and limited therapeutic options. This review delves into the generation of organoids, including those derived from resected tissues, biopsies, pluripotent stem cells, and adult stem cells, as well as the advancements in 3D printing. It explores the complexities of the tumor microenvironment, emphasizing culture media, the integration of non-neoplastic cells, and angiogenesis. Additionally, the review examines the multifaceted properties of graphene oxide (GO), such as its mechanical, thermal, electrical, chemical, and optical attributes, and their implications in cancer diagnostics and therapeutics. GO's unique properties facilitate its interaction with tumors, allowing targeted drug delivery and enhanced imaging for early detection and treatment. The integration of GO with 3D cultured organoid systems, particularly in pancreatic cancer research, is critically analyzed, highlighting current limitations and future potential. This innovative approach has the promise to transform personalized medicine, improve drug screening efficiency, and aid biomarker discovery in this aggressive disease. Through this review, we offer a balanced perspective on the advancements and future prospects in pancreatic cancer research, harnessing the potential of organoids and GO.
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Affiliation(s)
| | - Iwona Inkielewicz-Stepniak
- Department of Pharmaceutical Pathophysiology, Faculty of Pharmacy, Medical University of Gdańsk, 80-210 Gdańsk, Poland;
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Huang X, Li J, Yang Y, Wang ZL, Yang XZ, Lu ZD, Xu CF. Lipid-assisted PEG- b-PLA nanoparticles with ultrahigh SN38 loading capability for efficient cancer therapy. Biomater Sci 2023; 11:7445-7457. [PMID: 37819252 DOI: 10.1039/d3bm01469j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
Abstract
The topoisomerase I inhibitor, 7-ethyl-10-hydroxycamptothecin (SN38), has demonstrated potent anticancer activity. However, its clinical application is hindered by its low solubility and high crystallization propensity, which further complicates its encapsulation into nanoparticles for systemic delivery. Herein, we explore the utilization of lipid-assisted poly(ethylene glycol)-block-poly(D,L-lactide) (PEG-b-PLA) nanoparticles to achieve ultrahigh loading capability for SN38. Through the introduction of cationic, anionic, or neutral lipids, the SN38 loading efficiency and loading capacity is elevated to >90% and >10% respectively. These lipids efficiently attenuate the intermolecular π-π stacking of SN38, thereby disrupting its crystalline structure. Moreover, we assess the therapeutic activity of SN38-loaded formulations in various tumor models and identify an anionic lipid 1,2-dioleoyl-sn-glycero-3-phospho-(1'-rac-glycerol) sodium salt (DOPG)-assisted formulation that exhibits the highest anticancer activity and has favorable biosafety. Overall, our findings present a simple and robust strategy to achieve ultrahigh loading efficiency of SN38 using commonly employed PEG-b-PLA nanoparticles, opening up a new avenue for the systemic delivery of SN38.
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Affiliation(s)
- Xiaoyi Huang
- School of Biomedical Sciences and Engineering, South China University of Technology, Guangzhou International Campus, Guangzhou 511442, P.R. China.
| | - Jieyi Li
- School of Biomedical Sciences and Engineering, South China University of Technology, Guangzhou International Campus, Guangzhou 511442, P.R. China.
| | - Yanfang Yang
- School of Biomedical Sciences and Engineering, South China University of Technology, Guangzhou International Campus, Guangzhou 511442, P.R. China.
| | - Zi-Lu Wang
- School of Medicine, South China University of Technology, Guangzhou 510006, P.R. China.
| | - Xian-Zhu Yang
- School of Biomedical Sciences and Engineering, South China University of Technology, Guangzhou International Campus, Guangzhou 511442, P.R. China.
- National Engineering Research Center for Tissue Restoration and Reconstruction, South China University of Technology, Guangzhou 510006, P.R. China
- Guangdong Provincial Key Laboratory of Biomedical Engineering, South China University of Technology, Guangzhou 510006, P.R. China
| | - Zi-Dong Lu
- School of Medicine, South China University of Technology, Guangzhou 510006, P.R. China.
| | - Cong-Fei Xu
- School of Biomedical Sciences and Engineering, South China University of Technology, Guangzhou International Campus, Guangzhou 511442, P.R. China.
- National Engineering Research Center for Tissue Restoration and Reconstruction, South China University of Technology, Guangzhou 510006, P.R. China
- Key Laboratory of Biomedical Materials and Engineering of the Ministry of Education, South China University of Technology, Guangzhou 510006, P.R. China
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Merza N, Farooqui SK, Dar SH, Varughese T, Awan RU, Qureshi L, Ansari SA, Qureshi H, Mcilvaine J, Vohra I, Nawras Y, Kobeissy A, Hassan M. Folfirinox vs. Gemcitabine + Nab-Paclitaxel as the First-Line Treatment for Pancreatic Cancer: A Systematic Review and Meta-Analysis. World J Oncol 2023; 14:325-339. [PMID: 37869244 PMCID: PMC10588495 DOI: 10.14740/wjon1604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Accepted: 07/07/2023] [Indexed: 10/24/2023] Open
Abstract
Background The efficacy and safety of Folfirinox (FFX) or gemcitabine + nab-paclitaxel (GnP) to be used as the first-line drugs for pancreatic cancer (PC) is yet to be established. We conducted an analysis of retrospective studies to assess the efficacy and safety of these two regimens by comparing their survival and safety outcomes in patients with PC. Methods We conducted an extensive review of two electronic databases from inception till February 2023 to include all the relevant studies that compared FFX with GnP published and unpublished work. Retrospective studies were only included. Overall survival (OS) and progression-free survival (PFS) were pooled using hazard ratios (HRs), while objective response rate (ORR) and safety outcomes were pooled using odds ratios (ORs) with 95% confidence interval (CI) using the random effects model. Results A total of 7,030 patients were identified in a total of 21 articles that were shortlisted. Pooled results concluded that neither FFX nor GnP was associated to increase the OS time (HR: 0.93, 95% CI: 0.83 - 1.04; P = 0.0001); however, FFX was more likely associated with increased PFS when compared to GnP (HR: 0.88, 95% CI: 0.81 - 0.97; P < 0.0001). ORR proved to be non-significant between the two regimens (OR: 0.90, 95% CI: 0.64 - 1.27; P = 0.15). Safety outcomes included neutropenia, anemia, thrombocytopenia and diarrhea. GnP was more associated with diarrhea (OR: 1.96, 95% CI: 1.22 - 3.15; P = 0.001), while FFX was seen to cause anemia (OR: 0.70, 95% CI: 0.51 - 0.98; P = 0.10) in PC patients. Neutropenia and thrombocytopenia were in-significant in the two drug regimens (OR: 1.10, 95% CI: 0.92 - 1.31; P = 0.33 and OR: 0.83, 95% CI: 0.60 - 1.13; P = 0.23, respectively). Conclusion FFX and GnP showed a significant difference in increasing the PFS, while no difference was observed while measuring OS. Safety outcomes showed that FFX and GnP shared similar safety profiles as FFX was associated with hematological outcomes, while GnP was more associated with non-hematological outcomes.
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Affiliation(s)
- Nooraldin Merza
- Department of Internal Medicine, University of Toledo, Toledo, OH, USA
| | | | - Sophia Haroon Dar
- Department of Internal Medicine, Long Island Jewish Medical Center-Northshore University Hospital, Manhasset, NY, USA
| | - Tony Varughese
- Department of Internal Medicine, Hackensack University Medical Center, Hackensack, NJ, USA
| | - Rehmat Ullah Awan
- Department of Internal Medicine, Ochsner Rush Hospital, Meridian, MS, USA
| | - Lamaan Qureshi
- Edson College of Nursing and Health Innovations, Tempe, AZ, USA
| | - Saad Ali Ansari
- Department of Internal Medicine, University of California, Riverside School of Medicine, Riverside, CA, USA
| | - Hadi Qureshi
- School of Liberal Arts, Arizona State University, Maricopa, AZ, USA
| | - Jamie Mcilvaine
- Department of OBGYN-Rutgers Jersey City, Jersey City, NJ, USA
| | - Ishaan Vohra
- Gastroenterology Department, University of Illinois, Peoria, IL, USA
| | - Yusuf Nawras
- University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA
| | - Abdallah Kobeissy
- Department of Gastroenterology, University of Toledo, Toledo, OH, USA
| | - Mona Hassan
- Department of Gastroenterology, University of Toledo, Toledo, OH, USA
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11
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Underwood PW, Herremans KM, Neal D, Riner AN, Nassour I, Hughes SJ, Trevino JG. Changing Practice Patterns and Improving Survival for Patients with Pancreatic Ductal Adenocarcinoma. Cancers (Basel) 2023; 15:4464. [PMID: 37760433 PMCID: PMC10526129 DOI: 10.3390/cancers15184464] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Revised: 08/29/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
Over the last two decades, there have been many reported advances in the clinical management of pancreatic ductal adenocarcinoma (PDAC). We sought to evaluate changes in survival for patients diagnosed with PDAC between 2004 and 2017. The National Cancer Database was queried for patients diagnosed with PDAC between 2004 and 2017. There were 55,401 patients who underwent surgery and 109,477 patients who underwent non-surgical treatment for PDAC between 2004 and 2017. Patients were categorized into four groups by year of diagnosis. Median survival improved from 15.5 months to 25.3 months for patients treated with surgery between the years 2016 and 2017 compared with between 2004 and 2007 (p < 0.001). Median survival improved from 7.2 months to 10.1 months for patients treated without surgery during the same years (p < 0.001). On multivariable analysis, the hazard ratio for death was estimated to multiply by 0.975 per year for patients treated with surgery and 0.959 per year for patients treated without surgery (p < 0.001). This increase in survival in the setting of evolving care validates continued efforts aimed at improving survival for patients with this devastating disease.
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Affiliation(s)
- Patrick W. Underwood
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32610, USA; (P.W.U.); (K.M.H.); (D.N.); (A.N.R.); (I.N.); (S.J.H.)
| | - Kelly M. Herremans
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32610, USA; (P.W.U.); (K.M.H.); (D.N.); (A.N.R.); (I.N.); (S.J.H.)
| | - Dan Neal
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32610, USA; (P.W.U.); (K.M.H.); (D.N.); (A.N.R.); (I.N.); (S.J.H.)
| | - Andrea N. Riner
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32610, USA; (P.W.U.); (K.M.H.); (D.N.); (A.N.R.); (I.N.); (S.J.H.)
| | - Ibrahim Nassour
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32610, USA; (P.W.U.); (K.M.H.); (D.N.); (A.N.R.); (I.N.); (S.J.H.)
| | - Steven J. Hughes
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL 32610, USA; (P.W.U.); (K.M.H.); (D.N.); (A.N.R.); (I.N.); (S.J.H.)
| | - Jose G. Trevino
- Department of Surgery, School of Medicine, Virginia Commonwealth University, Richmond, VA 23298, USA
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12
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Singhal R, Rogers SC, Lee JH, Ramnaraign B, Sahin I, Fabregas JC, Thomas RM, Hughes SJ, Nassour I, Hitchcock K, Russell K, Kayaleh O, Turk A, Zlotecki R, DeRemer DL, George TJ. A phase II study of neoadjuvant liposomal irinotecan with 5-FU and oxaliplatin (NALIRIFOX) in pancreatic adenocarcinoma. Future Oncol 2023; 19:1841-1851. [PMID: 37753702 PMCID: PMC10594143 DOI: 10.2217/fon-2023-0256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 08/01/2023] [Indexed: 09/28/2023] Open
Abstract
For patients with localized pancreatic cancer with minimal vascular involvement, optimal survivability requires a multidisciplinary approach of surgical resection and systemic chemotherapy. FOLFIRINOX is a combination chemotherapy regimen that offers promising results in the perioperative and metastatic settings; however, it can cause significant adverse effects. Such toxicity can negatively impact some patients, resulting in chemotherapy discontinuation or surgical unsuitability. In an effort to reduce toxicities and optimize outcomes, this investigation explores the safety and feasibility of substituting liposomal irinotecan (nal-IRI) for nonliposomal irinotecan to improve tumor drug delivery and potentially reduce toxicity. This regimen, NALIRIFOX, has the potential to be both safer and more effective when administered in the preoperative setting.
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Affiliation(s)
- Ruchi Singhal
- Department of Medicine, University of Florida, Gainesville, FL, USA
| | - Sherise C Rogers
- Department of Medicine, Division of Hematology & Oncology, University of Florida, Gainesville, FL, USA
| | - Ji-Hyun Lee
- Department of Biostatistics, University of Florida, Gainesville, FL, USA
| | - Brian Ramnaraign
- Department of Medicine, Division of Hematology & Oncology, University of Florida, Gainesville, FL, USA
| | - Ilyas Sahin
- Department of Medicine, Division of Hematology & Oncology, University of Florida, Gainesville, FL, USA
| | - Jesus C Fabregas
- Memorial Cancer Institute, Florida Atlantic University, Hollywood, FL, USA
| | - Ryan M. Thomas
- Department of Surgery, University of Florida, Gainesville, FL, USA
| | - Steven J Hughes
- Department of Surgery, University of Florida, Gainesville, FL, USA
| | - Ibrahim Nassour
- Department of Surgery, University of Florida, Gainesville, FL, USA
| | | | | | - Omar Kayaleh
- Orlando Health Cancer Institute, Orlando, FL, USA
| | - Anita Turk
- Indiana University Simon Comprehensive Cancer Center, Indianapolis, IN, USA
| | - Robert Zlotecki
- Department of Radiation Oncology, University of Florida, Gainesville, FL, USA
| | - David L DeRemer
- College of Pharmacy, University of Florida, Department of Pharmacotherapy & Translational Research, Gainesville, FL, USA
| | - Thomas J George
- Department of Medicine, Division of Hematology & Oncology, University of Florida, Gainesville, FL, USA
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13
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Ruiz Sarrias O, Gónzalez Deza C, Rodríguez Rodríguez J, Arrizibita Iriarte O, Vizcay Atienza A, Zumárraga Lizundia T, Sayar Beristain O, Aldaz Pastor A. Predicting Severe Haematological Toxicity in Gastrointestinal Cancer Patients Undergoing 5-FU-Based Chemotherapy: A Bayesian Network Approach. Cancers (Basel) 2023; 15:4206. [PMID: 37686482 PMCID: PMC10486471 DOI: 10.3390/cancers15174206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 07/28/2023] [Accepted: 08/16/2023] [Indexed: 09/10/2023] Open
Abstract
PURPOSE Severe toxicity is reported in about 30% of gastrointestinal cancer patients receiving 5-Fluorouracil (5-FU)-based chemotherapy. To date, limited tools exist to identify at risk patients in this setting. The objective of this study was to address this need by designing a predictive model using a Bayesian network, a probabilistic graphical model offering robust, explainable predictions. METHODS We utilized a dataset of 267 gastrointestinal cancer patients, conducting preprocessing, and splitting it into TRAIN and TEST sets (80%:20% ratio). The RandomForest algorithm assessed variable importance based on MeanDecreaseGini coefficient. The bnlearn R library helped design a Bayesian network model using a 10-fold cross-validation on the TRAIN set and the aic-cg method for network structure optimization. The model's performance was gauged based on accuracy, sensitivity, and specificity, using cross-validation on the TRAIN set and independent validation on the TEST set. RESULTS The model demonstrated satisfactory performance with an average accuracy of 0.85 (±0.05) and 0.80 on TRAIN and TEST datasets, respectively. The sensitivity and specificity were 0.82 (±0.14) and 0.87 (±0.07) for the TRAIN dataset, and 0.71 and 0.83 for the TEST dataset, respectively. A user-friendly tool was developed for clinical implementation. CONCLUSIONS Despite several limitations, our Bayesian network model demonstrated a high level of accuracy in predicting the risk of developing severe haematological toxicity in gastrointestinal cancer patients receiving 5-FU-based chemotherapy. Future research should aim at model validation in larger cohorts of patients and different clinical settings.
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Affiliation(s)
- Oskitz Ruiz Sarrias
- Department of Mathematics and Statistic, NNBi, 31191 Esquiroz, Navarra, Spain; (O.R.S.)
| | - Cristina Gónzalez Deza
- Department of Medical Oncology, Clínica Universidad De Navarra, 31008 Pamplona, Navarra, Spain; (C.G.D.); (J.R.R.); (T.Z.L.)
| | - Javier Rodríguez Rodríguez
- Department of Medical Oncology, Clínica Universidad De Navarra, 31008 Pamplona, Navarra, Spain; (C.G.D.); (J.R.R.); (T.Z.L.)
| | | | - Angel Vizcay Atienza
- Department of Medical Oncology, Clínica Universidad De Navarra, 31008 Pamplona, Navarra, Spain; (C.G.D.); (J.R.R.); (T.Z.L.)
| | - Teresa Zumárraga Lizundia
- Department of Medical Oncology, Clínica Universidad De Navarra, 31008 Pamplona, Navarra, Spain; (C.G.D.); (J.R.R.); (T.Z.L.)
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14
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Guarga L, Paco N, Manchon-Walsh P, Vela E, Delgadillo J, Pontes C, Borràs JM. Management, Survival, and Costs of Pancreatic Cancer: Population-Based Observational Study in Catalonia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:ijerph20095673. [PMID: 37174192 PMCID: PMC10177886 DOI: 10.3390/ijerph20095673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Revised: 04/11/2023] [Accepted: 04/26/2023] [Indexed: 05/15/2023]
Abstract
AIM Few published studies comprehensively describe the characteristics of patients with pancreatic cancer and their treatment in clinical practice. This study aimed to describe the current clinical practice for treating pancreatic cancer in Catalonia, along with the associated survival and treatment costs. METHODS A retrospective observational cohort study in patients diagnosed with pancreatic cancer from 2014 to 2018, using data from the healthcare records of the Public Health System of Catalonia, was conducted. Treatment patterns and costs were described by age groups from 2014 to 2018, with survival reported until December 2021. RESULTS The proportion of patients receiving surgery with curative intent was low, especially in older patients (23% of patients <60 years and 9% of patients ≥80 years). The percentage of patients treated with drugs for unresectable disease also decreased with age (45% of patients <60 years and 8% of patients ≥80 years). Although age was associated with significant differences in survival after curative surgery, no differences attributable to age were observed in patients who received pharmacological treatment for unresectable disease. In patients under 60 years of age, the mean cost of the first year of treatment was EUR 17,730 (standard deviation [SD] 5754) in those receiving surgery and EUR 5398 (SD 9581) in those on pharmacological treatment for unresectable disease. In patients over 80, the mean costs were EUR 15,339 (SD 2634) and EUR 1845 (SD 3413), respectively. CONCLUSIONS Half of the patients diagnosed with pancreatic cancer did not receive specific treatment. Surgery with curative intent was associated with longer survival, but only 18% of (mostly younger) patients received this treatment. Chemotherapy was also used less frequently in patients of advanced age, though survival in treated patients was comparable across all age groups, so careful oncogeriatric assessment is advisable to ensure the most appropriate indication for eligibility in older patients. In general, earlier diagnosis and more effective pharmacological treatments are necessary to treat frail patients with high comorbidity, a common profile in older patients.
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Affiliation(s)
- Laura Guarga
- Catalan Health Service (CatSalut), 08007 Barcelona, Spain
- Department of Pharmacology, Therapeutics, and Toxicology, Autonomous University of Barcelona, 08193 Barcelona, Spain
| | - Noelia Paco
- Catalan Health Service (CatSalut), 08007 Barcelona, Spain
| | - Paula Manchon-Walsh
- Catalan Cancer Plan, Department of Health, Hospitalet del Llobregat, 08908 Barcelona, Spain
- Bellvitge Biomedical Research Institute (IDIBELL), 08006 Barcelona, Spain
| | - Emili Vela
- Catalan Health Service (CatSalut), 08007 Barcelona, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3), Bellvitge Biomedical Research Institute (IDIBELL), 08006 Barcelona, Spain
| | | | - Caridad Pontes
- Catalan Health Service (CatSalut), 08007 Barcelona, Spain
- Department of Pharmacology, Therapeutics, and Toxicology, Autonomous University of Barcelona, 08193 Barcelona, Spain
- Digitalization for the Sustainability of the Healthcare System (DS3), Bellvitge Biomedical Research Institute (IDIBELL), 08006 Barcelona, Spain
| | - Josep Maria Borràs
- Catalan Cancer Plan, Department of Health, Hospitalet del Llobregat, 08908 Barcelona, Spain
- Bellvitge Biomedical Research Institute (IDIBELL), 08006 Barcelona, Spain
- Clinical Sciences Department, University of Barcelona, Campus de Bellvitge, 08907 Barcelona, Spain
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15
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Self-nanoemulsifying drug delivery system for pancreatic cancer. Eur Polym J 2023. [DOI: 10.1016/j.eurpolymj.2023.111993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
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16
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Badowska-Kozakiewicz A, Fudalej M, Kwaśniewska D, Durlik M, Nasierowska-Guttmejer A, Mormul A, Włoszek E, Czerw A, Banaś T, Deptała A. Diabetes Mellitus and Pancreatic Ductal Adenocarcinoma-Prevalence, Clinicopathological Variables, and Clinical Outcomes. Cancers (Basel) 2022; 14:cancers14122840. [PMID: 35740504 PMCID: PMC9221523 DOI: 10.3390/cancers14122840] [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: 04/25/2022] [Revised: 05/26/2022] [Accepted: 06/05/2022] [Indexed: 12/11/2022] Open
Abstract
Simple Summary The aim of this study is to describe the prevalence of diabetes mellitus (DM) among patients with the diagnosis of pancreatic ductal adenocarcinoma (PDAC), analyse the association between the occurrence of DM and clinicopathological factors, and detect variables influencing overall survival. Diabetes mellitus is prevalent among patients with pancreatic cancer. In our study, patients with diabetes mellitus receiving palliative chemotherapy had significantly higher median OS than those without. Among variables influencing survival, TNM stage, nodal involvement, tumour site, levels of CEA and CRP were confirmed. Abstract Background: pancreatic ductal adenocarcinoma (PDAC) is the seventh leading cause of cancer-related deaths with increasing incidence and link to the onset of diabetes mellitus (DM). The aim of this study is to describe the prevalence of DM among patients with the diagnosis of PDAC, analyse the association between the occurrence of DM and clinicopathological factors, and detect variables influencing overall survival. Methods: a retrospective analysis of medical records was performed. The patients were divided into non-DM (n = 101) and DM (n = 74) groups. Statistical analysis with the usage of appropriate tests was conducted. Results: Patients in the groups of DM and NODM had significantly longer median OS than the non-DM group. Nodal involvement, tumour location, level of CEA, CRP and CRP/lymphocytes ratio were significantly associated with OS among patients with any type of DM. Neutropenia was less frequently observed in the DM group. Conclusions: DM is prevalent among patients with pancreatic cancer. In our study, patients with DM receiving palliative chemotherapy had significantly higher median OS than those without DM. The increased comprehension of the mechanisms of the relationship between DM and pancreatic cancer needs further research, which might provide avenues for the development of novel preventive and therapeutic strategies.
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Affiliation(s)
- Anna Badowska-Kozakiewicz
- Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.B.-K.); (M.F.)
| | - Marta Fudalej
- Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.B.-K.); (M.F.)
- Department of Oncology and Haematology, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
| | - Daria Kwaśniewska
- Department of Oncology and Haematology, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
| | - Marek Durlik
- Department of Gastroenterological Surgery and Transplantation, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
| | - Anna Nasierowska-Guttmejer
- Department of Pathology, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
| | - Agata Mormul
- Students’ Scientific Organization of Cancer Cell Biology, Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.M.); (E.W.)
| | - Emilia Włoszek
- Students’ Scientific Organization of Cancer Cell Biology, Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.M.); (E.W.)
| | - Aleksandra Czerw
- Department of Health Economics and Medical Law, Medical University of Warsaw, 02-091 Warsaw, Poland;
- Department of Economic and System Analyses, National Institute of Public Health NIH-National Research Institute, 00-791 Warsaw, Poland
| | - Tomasz Banaś
- Department of Gynecology and Oncology, Jagiellonian University Medical College, 31-501 Cracow, Poland;
- Department of Radiotherapy, Maria Sklodowska-Curie Institute–Oncology Centre, 31-115 Cracow, Poland
| | - Andrzej Deptała
- Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.B.-K.); (M.F.)
- Department of Oncology and Haematology, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
- Correspondence: ; Tel.: +48-22-5720702
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Knoche SM, Larson AC, Brumfield GL, Cate S, Hildebrand WH, Solheim JC. Major histocompatibility complex class I molecule expression by pancreatic cancer cells is regulated by activation and inhibition of the epidermal growth factor receptor. Immunol Res 2022; 70:371-391. [PMID: 35303241 PMCID: PMC9203924 DOI: 10.1007/s12026-022-09262-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Accepted: 12/31/2021] [Indexed: 12/24/2022]
Abstract
Pancreatic cancer is one of the deadliest neoplasms, with a dismal 5-year survival rate of only 10%. The ability of pancreatic cancer cells to evade the immune system hinders an anti-tumor response and contributes to the poor survival rate. Downregulation of major histocompatibility complex (MHC) class I cell-surface expression can aid in immune evasion by preventing endogenous tumor antigens from being presented to cytotoxic T cells. Earlier studies suggested that epidermal growth factor receptor (EGFR) signaling can decrease MHC class I expression on certain cancer cell types. However, even though erlotinib (a tyrosine kinase inhibitor that targets EGFR) is an approved drug for advanced pancreatic cancer treatment, the impact of EGFR inhibition or stimulation on pancreatic cancer cell MHC class I surface expression has not previously been analyzed. In this current study, we discovered that EGFR affects MHC class I mRNA and protein expression by human pancreatic cancer cell lines. We demonstrated that cell-surface MHC class I expression is downregulated upon EGFR activation, and the MHC class I level at the surface is elevated following EGFR inhibition. Furthermore, we found that EGFR associates with MHC class I molecules. By defining a role in pancreatic cancer cells for activated EGFR in reducing MHC class I expression and by revealing that EGFR inhibitors can boost MHC class I expression, our work supports further investigation of combined usage of EGFR inhibitors with immunotherapies against pancreatic cancer.
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Affiliation(s)
- Shelby M Knoche
- Eppley Institute for Research in Cancer & Allied Diseases, University of Nebraska Medical Center, Omaha, NE, 68198, USA
- Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Alaina C Larson
- Eppley Institute for Research in Cancer & Allied Diseases, University of Nebraska Medical Center, Omaha, NE, 68198, USA
- Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Gabrielle L Brumfield
- Eppley Institute for Research in Cancer & Allied Diseases, University of Nebraska Medical Center, Omaha, NE, 68198, USA
- Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Steven Cate
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - William H Hildebrand
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, 73104, USA
| | - Joyce C Solheim
- Eppley Institute for Research in Cancer & Allied Diseases, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
- Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE, 68198, USA.
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18
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el Haddaoui H, Brood R, Latifi D, Oostvogels AA, Klaver Y, Moskie M, Mustafa DA, Debets R, van Eijck CHJ. Rintatolimod (Ampligen ®) Enhances Numbers of Peripheral B Cells and Is Associated with Longer Survival in Patients with Locally Advanced and Metastasized Pancreatic Cancer Pre-Treated with FOLFIRINOX: A Single-Center Named Patient Program. Cancers (Basel) 2022; 14:cancers14061377. [PMID: 35326528 PMCID: PMC8946630 DOI: 10.3390/cancers14061377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 03/05/2022] [Accepted: 03/05/2022] [Indexed: 11/25/2022] Open
Abstract
Background: Treatment with the TLR-3 agonist rintatolimod may improve pancreatic cancer patients’ survival via immunomodulation, but the effect is unproven. Methods: In this single-center named patient program, patients with locally advanced pancreatic cancer (LAPC) or metastatic disease were treated with rintatolimod (six weeks total, twice per week, with a maximum of 400 mg per infusion). The primary endpoints were the systemic immune-inflammation index (SIII), the neutrophil to lymphocyte ratio (NLR), and the absolute counts of 18 different populations of circulating immune cells as measured by flow cytometry. Secondary endpoints were progression-free survival (PFS) and overall survival (OS). Subgroup analyses were performed in long-term survivors (>1-year overall survival after starting rintatolimod) and compared to short-term survivors (≤1 year). Results: Between January 2017 and February 2019, twenty-seven patients with stable LAPC or metastatic disease were pre-treated with FOLFIRINOX and treated with rintatolimod. Rintatolimod treatment was well-tolerated. The SIII and NLR values were significantly lower in the 11 long-term survivors, versus 16 short-term survivors. The numbers of B-cells were significantly increased in long-term survivors. Numbers of T cells and myeloid cells were not significantly increased after treatment with rintatolimod. Median PFS was 13 months with rintatolimod, versus 8.6 months in a subset of matched controls (n = 27, hazard ratio = 0.52, 95% CI = 0.28−0.90, p = 0.007). The median OS was 19 months with rintatolimod, versus 12.5 months in the matched control (hazard ratio = 0.51, 95% CI = 0.28−0.90, p = 0.016). Conclusions: Treatment with rintatolimod showed a favorable effect on the numbers of peripheral B cells in patients with pancreatic cancer and improved survival in pancreatic cancer, but additional evidence is required.
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Affiliation(s)
- Hassana el Haddaoui
- Department of Surgery, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (H.e.H.); (R.B.); (D.L.); (M.M.)
| | - Rianne Brood
- Department of Surgery, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (H.e.H.); (R.B.); (D.L.); (M.M.)
| | - Diba Latifi
- Department of Surgery, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (H.e.H.); (R.B.); (D.L.); (M.M.)
| | - Astrid A. Oostvogels
- Laboratory of Tumor Immunology, Department of Medical Oncology, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (A.A.O.); (Y.K.); (R.D.)
| | - Yarne Klaver
- Laboratory of Tumor Immunology, Department of Medical Oncology, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (A.A.O.); (Y.K.); (R.D.)
| | - Miranda Moskie
- Department of Surgery, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (H.e.H.); (R.B.); (D.L.); (M.M.)
| | - Dana A. Mustafa
- Department of Pathology, The Tumor Immuno-Pathology Laboratory, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands;
| | - Reno Debets
- Laboratory of Tumor Immunology, Department of Medical Oncology, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (A.A.O.); (Y.K.); (R.D.)
| | - Casper H. J. van Eijck
- Department of Surgery, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands; (H.e.H.); (R.B.); (D.L.); (M.M.)
- Correspondence:
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19
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Naitoh K, Orihara Y, Sakagami H, Miura T, Satoh K, Amano S, Bandow K, Iijima Y, Kurosaki K, Uesawa Y, Hashimoto M, Wakabayashi H. Tumor-Specificity, Neurotoxicity, and Possible Involvement of the Nuclear Receptor Response Pathway of 4,6,8-Trimethyl Azulene Amide Derivatives. Int J Mol Sci 2022; 23:ijms23052601. [PMID: 35269748 PMCID: PMC8910578 DOI: 10.3390/ijms23052601] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 02/20/2022] [Accepted: 02/21/2022] [Indexed: 02/04/2023] Open
Abstract
Background: Very few papers covering the anticancer activity of azulenes have been reported, as compared with those of antibacterial and anti-inflammatory activity. This led us to investigate the antitumor potential of fifteen 4,6,8-trimethyl azulene amide derivatives against oral malignant cells. Methods: 4,6,8-Trimethyl azulene amide derivatives were newly synthesized. Anticancer activity was evaluated by tumor-specificity against four human oral squamous cell carcinoma (OSCC) cell lines over three normal oral cells. Neurotoxicity was evaluated by cytotoxicity against three neuronal cell lines over normal oral cells. Apoptosis induction was evaluated by Western blot and cell cycle analyses. Results: Among fifteen derivatives, compounds 7, 9, and 15 showed the highest anticancer activity, and relatively lower neurotoxicity than doxorubicin, 5-fluorouracil (5-FU), and melphalan. They induced the accumulation of a comparable amount of a subG1 population, but slightly lower extent of caspase activation, as compared with actinomycin D, used as an apoptosis inducer. The quantitative structure–activity relationship analysis suggests the significant correlation of tumor-specificity with a 3D shape of molecules, and possible involvement of inflammation and hormone receptor response pathways. Conclusions: Compounds 7 and 15 can be potential candidates of a lead compound for developing novel anticancer drugs.
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Affiliation(s)
- Kotone Naitoh
- Faculty of Science, Josai University, Saitama 250-0295, Japan; (K.N.); (Y.O.); (T.M.); (M.H.); (H.W.)
| | - Yuta Orihara
- Faculty of Science, Josai University, Saitama 250-0295, Japan; (K.N.); (Y.O.); (T.M.); (M.H.); (H.W.)
| | - Hiroshi Sakagami
- Research Institute of Odontology, Meikai University, Sakado, Saitama 350-0283, Japan;
- Correspondence: (H.S.); (Y.U.)
| | - Takumi Miura
- Faculty of Science, Josai University, Saitama 250-0295, Japan; (K.N.); (Y.O.); (T.M.); (M.H.); (H.W.)
| | - Keitaro Satoh
- Division of Pharmacology, Department of Diagnostics and Therapeutics Sciences, Meikai University School of Dentistry, Saitama 350-0283, Japan;
| | - Shigeru Amano
- Research Institute of Odontology, Meikai University, Sakado, Saitama 350-0283, Japan;
| | - Kenjiro Bandow
- Division of Biochemistry, Department of Oral Biology and Tissue Engineering, Meikai University School of Dentistry, Saitama 350-0283, Japan;
| | - Yosuke Iijima
- Department of Oral and Maxillofacial Surgery, Saitama Medical Center, Saitama Medical University, Saitama 350-0283, Japan;
| | - Kota Kurosaki
- Department of Medical Molecular Informatics, Meiji Pharmaceutical University, Tokyo 204-8588, Japan;
| | - Yoshihiro Uesawa
- Department of Medical Molecular Informatics, Meiji Pharmaceutical University, Tokyo 204-8588, Japan;
- Correspondence: (H.S.); (Y.U.)
| | - Masashi Hashimoto
- Faculty of Science, Josai University, Saitama 250-0295, Japan; (K.N.); (Y.O.); (T.M.); (M.H.); (H.W.)
| | - Hidetsugu Wakabayashi
- Faculty of Science, Josai University, Saitama 250-0295, Japan; (K.N.); (Y.O.); (T.M.); (M.H.); (H.W.)
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