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Ye C, Liu X, Liu Z, Pan C, Zhang X, Zhao Z, Sun H. Fusobacterium nucleatum in tumors: from tumorigenesis to tumor metastasis and tumor resistance. Cancer Biol Ther 2024; 25:2306676. [PMID: 38289287 PMCID: PMC10829845 DOI: 10.1080/15384047.2024.2306676] [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: 11/05/2023] [Accepted: 01/13/2024] [Indexed: 02/01/2024] Open
Abstract
Fusobacterium nucleatum, an anaerobic Gram-negative bacterium primarily residing in the oral cavity, has garnered significant attention for its emerging role in cancer progression and prognosis. While extensive research has revealed mechanistic links between Fusobacterium nucleatum and colorectal cancer, a comprehensive review spanning its presence and metastatic implications in cancers beyond colorectal origin is conspicuously absent. This paper broadens our perspective from colorectal cancer to various malignancies associated with Fusobacterium nucleatum, including oral, pancreatic, esophageal, breast, and gastric cancers. Our central focus is to unravel the mechanisms governing Fusobacterium nucleatum colonization, initiation, and promotion of metastasis across diverse cancer types. Additionally, we explore Fusobacterium nucleatum's adverse impacts on cancer therapies, particularly within the domains of immunotherapy and chemotherapy. Furthermore, this paper underscores the clinical research significance of Fusobacterium nucleatum as a potential tumor biomarker and therapeutic target, offering a novel outlook on its applicability in cancer detection and prognostic assessment.
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Affiliation(s)
- Chun Ye
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Xiao Liu
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Zilun Liu
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Chuxuan Pan
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Xiaowei Zhang
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Zhanyi Zhao
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
| | - Haitao Sun
- Clinical Biobank Center, Microbiome Medicine Center, Department of Laboratory Medicine, Zhujiang Hospital, The Second School of Clinical Medicine, Southern Medical University, Guangzhou, China
- Department of Laboratory Medicine, Central People’s Hospital of Ji’an, Shanghai East Hospital of Ji’an, Ji’an, China
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2
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Cristina-Marianini-Rios, Sanchez MEC, de Paredes AGG, Rodríguez M, Barreto E, López JV, Fuentes R, Beltrán MM, Sanjuanbenito A, Lobo E, Caminoa A, Ruz-Caracuel I, Durán SL, Olcina JRF, Blázquez J, Sequeros EV, Carrato A, Ávila JCM, Earl J. The best linear unbiased prediction (BLUP) method as a tool to estimate the lifetime risk of pancreatic ductal adenocarcinoma in high-risk individuals with no known pathogenic germline variants. Fam Cancer 2024; 23:233-246. [PMID: 38780705 PMCID: PMC11254992 DOI: 10.1007/s10689-024-00397-w] [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: 02/02/2024] [Accepted: 04/28/2024] [Indexed: 05/25/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is the fourth leading cause of cancer-related death in the Western world. The number of diagnosed cases and the mortality rate are almost equal as the majority of patients present with advanced disease at diagnosis. Between 4 and 10% of pancreatic cancer cases have an apparent hereditary background, known as hereditary pancreatic cancer (HPC) and familial pancreatic cancer (FPC), when the genetic basis is unknown. Surveillance of high-risk individuals (HRI) from these families by imaging aims to detect PDAC at an early stage to improve prognosis. However, the genetic basis is unknown in the majority of HRIs, with only around 10-13% of families carrying known pathogenic germline mutations. The aim of this study was to assess an individual's genetic cancer risk based on sex and personal and family history of cancer. The Best Linear Unbiased Prediction (BLUP) methodology was used to estimate an individual's predicted risk of developing cancer during their lifetime. The model uses different demographic factors in order to estimate heritability. A reliable estimation of heritability for pancreatic cancer of 0.27 on the liability scale, and 0.07 at the observed data scale as obtained, which is different from zero, indicating a polygenic inheritance pattern of PDAC. BLUP was able to correctly discriminate PDAC cases from healthy individuals and those with other cancer types. Thus, providing an additional tool to assess PDAC risk HRI with an assumed genetic predisposition in the absence of known pathogenic germline mutations.
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Affiliation(s)
- Cristina-Marianini-Rios
- Department of Agricultural Economics, Statistics and Business Management, Universidad Politécnica de Madrid, Madrid, Spain
| | - María E Castillo Sanchez
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
| | - Ana García García de Paredes
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Mercedes Rodríguez
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, 28034, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, Madrid, 28029, Spain
- University of Alcalá, Madrid, Spain
| | - Emma Barreto
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, Madrid, 28029, Spain
- University of Alcalá, Madrid, Spain
| | - Jorge Villalón López
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
| | - Raquel Fuentes
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, 28034, Spain
| | | | - Alfonso Sanjuanbenito
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, Madrid, 28029, Spain
- Pancreatic and Biliopancreatic Surgery Unit, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Eduardo Lobo
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- Pancreatic and Biliopancreatic Surgery Unit, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Alejandra Caminoa
- Department of Pathology, Hospital Universitario Ramón y Cajal, Madrid, 28034, Spain
| | - Ignacio Ruz-Caracuel
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, Madrid, 28029, Spain
- Department of Pathology, Hospital Universitario Ramón y Cajal, Madrid, 28034, Spain
| | - Sergio López Durán
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - José Ramón Foruny Olcina
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Javier Blázquez
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- Radiology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Enrique Vázquez Sequeros
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, Madrid, 28029, Spain
| | - Alfredo Carrato
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, Madrid, 28029, Spain
- University of Alcalá, Madrid, Spain
- Pancreatic Cancer Europe, Brussels, Belgium
| | - Jose Carlos Martínez Ávila
- Department of Agricultural Economics, Statistics and Business Management, Universidad Politécnica de Madrid, Madrid, Spain.
| | - Julie Earl
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, Madrid, 28034, Spain.
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, Madrid, 28029, Spain.
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3
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Pereye OB, Nakagawa Y, Sato T, Fukunaka A, Aoyama S, Nishida Y, Mizutani W, Kobayashi N, Morishita Y, Oyama T, Kawabata-Iwakawa R, Watada H, Mizukami H, Fukuda A, Fujitani Y. Identification of Ppy-lineage cells as a novel origin of pancreatic ductal adenocarcinoma. J Pathol 2024; 263:429-441. [PMID: 38837231 DOI: 10.1002/path.6295] [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: 12/06/2023] [Revised: 03/26/2024] [Accepted: 04/13/2024] [Indexed: 06/07/2024]
Abstract
The Ppy gene encodes pancreatic polypeptide (PP) secreted by PP- or γ-cells, which are a subtype of endocrine cells localised mainly in the islet periphery. For a detailed characterisation of PP cells, we aimed to establish PP cell lines. To this end, we generated a mouse model harbouring the SV40 large T antigen (TAg) in the Rosa26 locus, which is expressed upon Ppy-promoter-mediated Cre-loxP recombination. Whereas Insulin1-CreERT-mediated TAg expression in beta cells resulted in insulinoma, surprisingly, Ppy-Cre-mediated TAg expression resulted in the malignant transformation of Ppy-lineage cells. These mice showed distorted islet structural integrity at 5 days of age compared with normal islets. CK19+ duct-like lesions contiguous with the islets were observed at 2 weeks of age, and mice developed aggressive pancreatic ductal adenocarcinoma (PDAC) at 4 weeks of age, suggesting that PDAC can originate from the islet/endocrine pancreas. This was unexpected as PDAC is believed to originate from the exocrine pancreas. RNA-sequencing analysis of Ppy-lineage islet cells from 7-day-old TAg+ mice showed a downregulation and an upregulation of endocrine and exocrine genes, respectively, in addition to the upregulation of genes and pathways associated with PDAC. These results suggest that the expression of an oncogene in Ppy-lineage cells induces a switch from endocrine cell fate to PDAC. Our findings demonstrate that Ppy-lineage cells may be an origin of PDAC and may provide novel insights into the pathogenesis of pancreatic cancer, as well as possible therapeutic strategies. © 2024 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland.
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MESH Headings
- Animals
- Carcinoma, Pancreatic Ductal/pathology
- Carcinoma, Pancreatic Ductal/genetics
- Carcinoma, Pancreatic Ductal/metabolism
- Pancreatic Neoplasms/pathology
- Pancreatic Neoplasms/genetics
- Pancreatic Neoplasms/metabolism
- Cell Lineage
- Mice
- Mice, Transgenic
- Cell Transformation, Neoplastic/genetics
- Cell Transformation, Neoplastic/pathology
- Cell Transformation, Neoplastic/metabolism
- Islets of Langerhans/pathology
- Islets of Langerhans/metabolism
- Antigens, Polyomavirus Transforming/genetics
- Antigens, Polyomavirus Transforming/metabolism
- Gene Expression Regulation, Neoplastic
- Humans
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Affiliation(s)
- Ofejiro Blessing Pereye
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Yuko Nakagawa
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Takashi Sato
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Ayako Fukunaka
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Shuhei Aoyama
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Yuya Nishida
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Wakana Mizutani
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Nanami Kobayashi
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
| | - Yohei Morishita
- Laboratory for Analytical Instruments, Education and Research Support Centre, Gunma University Graduate School of Medicine, Gunma, Japan
| | - Tetsunari Oyama
- Department of Diagnostic Pathology, Gunma University Graduate School of Medicine, Gunma, Japan
| | - Reika Kawabata-Iwakawa
- Division of Integrated Oncology Research, Gunma University Initiative for Advanced Research, Gunma, Japan
| | - Hirotaka Watada
- Department of Metabolism & Endocrinology, Juntendo University Graduate School of Medicine, Tokyo, Japan
| | - Hiroki Mizukami
- Department of Pathology and Molecular Medicine, Biomedical Research Centre, Hirosaki University Graduate School of Medicine, Hirosaki, Japan
| | - Akihisa Fukuda
- Department of Gastroenterology and Hepatology, Kyoto University Graduate School of Medicine, Kyoto, Japan
| | - Yoshio Fujitani
- Laboratory of Developmental Biology and Metabolism, Institute for Molecular and Cellular Regulation (IMCR), Gunma University, Gunma, Japan
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4
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Earl J, Fuentes R, Sanchez MEC, de Paredes AGG, Muñoz M, Sanjuanbenito A, Lobo E, Caminoa A, Rodríguez M, Barreto E, López JV, Ruz-Caracuel I, Durán SL, Olcina JRF, Sánchez BL, Páez SC, Torres A, Blázquez J, Sequeros EV, Carrato A. The Spanish Familial Pancreatic Cancer Registry (PANGENFAM): a decade follow-up of individuals at high-risk for pancreatic cancer. Fam Cancer 2024; 23:383-392. [PMID: 38753287 PMCID: PMC11254983 DOI: 10.1007/s10689-024-00388-x] [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: 12/30/2023] [Accepted: 04/04/2024] [Indexed: 07/18/2024]
Abstract
The Spanish Familial Pancreatic Cancer Registry (PANGENFAM) was established in 2009 and aims to characterize the genotype and phenotype of familial pancreatic cancer (FPC). Furthermore, an early detection screening program for pancreatic ductal adenocarcinoma (PDAC) is provided to healthy high-risk individuals from FPC and hereditary pancreatic cancer families (first-degree relatives). This article describes our experience over the last 10 years in high-risk screening. Hereditary and familial pancreatic cancer families were identified through the oncology and gastroenterology units. High-risk individuals underwent annual screening with endoscopic ultrasound (EUS) and magnetic resonance (MRI) from age 40 or 10 years younger than the youngest affected family member. Results: PANGENFAM has enrolled 290 individuals from 143 families, including 52 PDAC cases and 238 high-risk individuals. All high-risk individuals eligible for screening were offered to enter the surveillance program, with 143 currently participating. Pancreatic abnormalities were detected in 94 individuals (median age 53 years (29-83), with common findings including cystic lesions and inhomogeneous parenchyma. Imaging test concordance was 66%. Surgical intervention was performed in 4 high-risk individuals following highly suspicious lesions detected by imaging. PANGENFAM is a valuable resource for science innovation, such as biobanking, with clinical and imaging data available for analysis. For high-risk families, it may offer a potential for early diagnosis. Collaboration with other national and international registries is needed to increase our understanding of the disease biology and to standardize criteria for inclusion and follow-up, optimizing cost-effectiveness and efficacy.
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Affiliation(s)
- Julie Earl
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain.
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, 28029, Madrid, Spain.
- Biobank and Biomodels Platform, Spanish National Biobanks Network (ISCIII Biobank Register No. B.0000678), ISCIII Research and Development Platforms in Biomedicine and Health Sciences, BioBank Hospital Ramón y Cajal-IRYCIS, Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, PT20/004528034, Madrid, Spain.
| | - Raquel Fuentes
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, IRYCIS, 28034, Madrid, Spain
| | - María E Castillo Sanchez
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
| | - Ana García García de Paredes
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - María Muñoz
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Radiology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Alfonso Sanjuanbenito
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Pancreatic and Biliopancreatic Surgery Unit, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Eduardo Lobo
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Pancreatic and Biliopancreatic Surgery Unit, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Alejandra Caminoa
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Department of Pathology, Hospital Universitario Ramón y Cajal, 28034, Madrid, Spain
| | - Mercedes Rodríguez
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, IRYCIS, 28034, Madrid, Spain
| | - Emma Barreto
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, 28029, Madrid, Spain
- University of Alcalá, Madrid, Spain
| | - Jorge Villalón López
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Biobank and Biomodels Platform, Spanish National Biobanks Network (ISCIII Biobank Register No. B.0000678), ISCIII Research and Development Platforms in Biomedicine and Health Sciences, BioBank Hospital Ramón y Cajal-IRYCIS, Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, PT20/004528034, Madrid, Spain
| | - Ignacio Ruz-Caracuel
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, 28029, Madrid, Spain
- Department of Pathology, Hospital Universitario Ramón y Cajal, 28034, Madrid, Spain
| | - Sergio López Durán
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - José Ramón Foruny Olcina
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Gastroenterology and Hepatology Department, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Bárbara Luna Sánchez
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Biobank and Biomodels Platform, Spanish National Biobanks Network (ISCIII Biobank Register No. B.0000678), ISCIII Research and Development Platforms in Biomedicine and Health Sciences, BioBank Hospital Ramón y Cajal-IRYCIS, Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, PT20/004528034, Madrid, Spain
| | - Sonia Camaño Páez
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Biobank and Biomodels Platform, Spanish National Biobanks Network (ISCIII Biobank Register No. B.0000678), ISCIII Research and Development Platforms in Biomedicine and Health Sciences, BioBank Hospital Ramón y Cajal-IRYCIS, Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, PT20/004528034, Madrid, Spain
| | - Ana Torres
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Biobank and Biomodels Platform, Spanish National Biobanks Network (ISCIII Biobank Register No. B.0000678), ISCIII Research and Development Platforms in Biomedicine and Health Sciences, BioBank Hospital Ramón y Cajal-IRYCIS, Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9, 100, PT20/004528034, Madrid, Spain
| | - Javier Blázquez
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Enrique Vázquez Sequeros
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- Medical Oncology Department, Hospital Universitario Ramón y Cajal, IRYCIS, 28034, Madrid, Spain
| | - Alfredo Carrato
- Ramón y Cajal Health Research Institute (IRYCIS), Carretera Colmenar Km 9,100, 28034, Madrid, Spain
- The Biomedical Research Network in Cancer (CIBERONC), Av. Monforte de Lemos, 3-5. Pabellón 11. Planta 0, 28029, Madrid, Spain
- University of Alcalá, Madrid, Spain
- Pancreatic Cancer Europe, Brussels, Belgium
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5
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Bogdanski AM, Onnekink AM, Inderson A, Boekestijn B, Bonsing BA, Vasen HFA, van Hooft JE, Boonstra JJ, Mieog JSD, Wasser MNJM, Feshtali S, Potjer TP, Klatte DCF, van Leerdam ME. The Added Value of Blood Glucose Monitoring in High-Risk Individuals Undergoing Pancreatic Cancer Surveillance. Pancreas 2024; 53:e566-e572. [PMID: 38598368 DOI: 10.1097/mpa.0000000000002335] [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: 04/12/2024]
Abstract
OBJECTIVES The study aimed to investigate the added value of blood glucose monitoring in high-risk individuals (HRIs) participating in pancreatic cancer surveillance. MATERIALS AND METHODS High-risk individuals with a CDKN2A/p16 germline pathogenic variant participating in pancreatic cancer surveillance were included in this study. Multivariable logistic regression was performed to assess the relationship between new-onset diabetes (NOD) and pancreatic ductal adenocarcinoma (PDAC). To quantify the diagnostic performance of NOD as a marker for PDAC, receiver operating characteristic curve with area under the curve was computed. RESULTS In total, 220 HRIs were included between 2000 and 2019. Median age was 61 (interquartile range. 53-71) years and 62.7% of participants were female. During the study period, 26 (11.8%) HRIs developed NOD, of whom 5 (19.2%) later developed PDAC. The other 23 (82.1%) PDAC cases remained NOD-free. Multivariable analysis showed no statistically significant relationship between NOD and PDAC (odds ratio, 1.21; 95% confidence interval, 0.39-3.78) and 4 of 5 PDAC cases seemed to have NOD within 3 months before diagnosis. Furthermore, NOD did not differentiate between HRIs with and without PDAC (area under the curve, 0.54; 95% confidence interval, 0.46-0.61). CONCLUSIONS In this study, we found no added value for longitudinal glucose monitoring in CDKN2A pathogenic variant carriers participating in an imaging-based pancreatic cancer surveillance program.
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Affiliation(s)
| | | | - Akin Inderson
- From the Departments of Gastroenterology and Hepatology
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6
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Mandic M, Pulte D, Safizadeh F, Niedermaier T, Hoffmeister M, Brenner H. Overcoming underestimation of the association of excess weight with pancreatic cancer due to prediagnostic weight loss: Umbrella review of systematic reviews, meta-analyses, and pooled-analyses. Obes Rev 2024:e13799. [PMID: 39054651 DOI: 10.1111/obr.13799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 06/18/2024] [Accepted: 06/27/2024] [Indexed: 07/27/2024]
Abstract
Elevated body mass index (BMI) is linked to increased pancreatic cancer (PC) risk. Cancer-associated weight loss can occur years before the malignancy is diagnosed. This might have led to underestimation of the BMI-PC association. However, it is unknown if and to what extent this issue has been considered in previous epidemiological studies. We searched two databases through February 19, 2024 for systematic reviews, meta-analyses, and pooled analyses examining the BMI-PC association. We extracted information on study design with a special focus on the article's examination of prediagnostic weight loss as a potential source of bias, as well as how included cohort studies addressed this concern. Thirteen review articles, meta-analyses, and pooled analyses were identified. Only five (four pooled analyses, one systematic review) considered prediagnostic weight loss in their analyses. Twenty-four of 32 identified cohort studies reported having excluded initial years of follow-up. However, only 13 studies reported results after such exclusions, and effect estimates generally increased with longer periods of exclusion. We conclude that the association of overweight and obesity with PC risk is likely larger than suggested by published epidemiological evidence. Future studies should pay careful attention to avoid or minimize potential bias resulting from prediagnostic weight loss.
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Affiliation(s)
- Marko Mandic
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany
| | - Dianne Pulte
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Fatemeh Safizadeh
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany
| | - Tobias Niedermaier
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Hoffmeister
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), Heidelberg, Germany
- German Cancer Consortium (DKTK), German Cancer Research Center (DKFZ), Heidelberg, Germany
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7
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Léo M, Christel C, Amandine C, Brigitte T, David P, Jean-Baptiste B. Nationwide trends over 10 years in epidemiology and management of pancreatic ductal adenocarcinoma: a real-world study from the French administrative database. Clin Res Hepatol Gastroenterol 2024:102426. [PMID: 39043316 DOI: 10.1016/j.clinre.2024.102426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 07/04/2024] [Accepted: 07/20/2024] [Indexed: 07/25/2024]
Abstract
BACKGROUND & AIMS Significant progress has been made in the management of pancreatic ductal adenocarcinoma (PDAC) in recent years. In this population-based study, we aimed to compare incidence, therapeutic strategies, and survival outcomes of PDAC patients in France over a decade. METHODS This study was performed using a nationwide French database. All patients receiving care for PDAC during years 2009, 2014 and 2018 were included. Treatment modalities and survival outcomes were analyzed. RESULTS A total of 8143/8771/10494 patients were considered in 2009/2014/2018, respectively. Incidence increased mainly among patients aged >60 years. In localized PDAC, the proportion of patients receiving best supportive care (BSC) only decreased at 43.6/36.4/32.4% and 27.8/29.1/34.3% received chemo(radio)therapy alone. The rate of upfront surgery remained stable while 3/8/18% of operated patients received neoadjuvant therapy. Median overall survival (OS) was 7.0/7.9/8.5 months in the overall population. Among treated patients, 1-year OS was 61.4/67.7/68.8% and 30.3/36.3/38.8% for localized and metastatic PDAC, respectively. CONCLUSIONS This study confirms the rising incidence of PDAC. Improved outcomes were seen in localized PDAC, with a wider use of chemotherapy and neoadjuvant strategies, and in treated metastatic patients. A modest survival gain was seen overall, hindered by the still high rate of patients receiving BSC only.
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Affiliation(s)
- Mas Léo
- Sorbonne University, AP-HP, Hépato-Gastroenterology et Digestive Oncology department, Pitié-Salpêtrière University Hospital, 75013 Paris, France.
| | - Castelli Christel
- AESIO SANTE Department Clinical Research team, Beau Soleil clinic, 34070 Montpellier, France
| | - Coffy Amandine
- AESIO SANTE Department Clinical Research team, Beau Soleil clinic, 34070 Montpellier, France
| | | | | | - Bachet Jean-Baptiste
- Sorbonne University, AP-HP, Hépato-Gastroenterology et Digestive Oncology department, Pitié-Salpêtrière University Hospital, 75013 Paris, France
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Zhang L, Zhuang X, Yang X, Xu F, Wang N, Guo Z, Chen J, Ding D. Analysis of hospitalization expenses and influencing factors for elderly cancer patients in a tertiary hospital in Dalian, China: a five‑year retrospective study. BMC Cancer 2024; 24:864. [PMID: 39026195 PMCID: PMC11264680 DOI: 10.1186/s12885-024-12635-6] [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: 03/19/2023] [Accepted: 07/12/2024] [Indexed: 07/20/2024] Open
Abstract
BACKGROUND Because the proportion of elderly individuals and the incidence of cancer worldwide are continually increasing, medical costs for elderly inpatients with cancer are being significantly increasing, which puts tremendous financial pressure on their families and society. The current study described the actual direct medical costs of elderly inpatients with cancer and analyzed the influencing factors for the costs to provide advice on the prevention and control of the high medical costs of elderly patients with cancer. METHOD A retrospective descriptive analysis was performed on the hospitalization expense data of 11,399 elderly inpatients with cancer at a tier-3 hospital in Dalian between June 2016 and June 2020. The differences between different groups were analyzed using univariate analysis, and the influencing factors of hospitalization expenses were explored by multiple linear regression analysis. RESULTS The hospitalization cost of elderly cancer patients showed a decreasing trend from 2016 to 2020. Specifically, the top 3 hospitalization costs were material costs, drug costs and surgery costs, which accounted for greater than 10% of all cancers according to the classification: colorectal (23.96%), lung (21.74%), breast (12.34%) and stomach cancer (12.07%). Multiple linear regression analysis indicated that cancer type, surgery, year and length of stay (LOS) had a common impact on the four types of hospitalization costs (P < 0.05). CONCLUSION There were significant differences in the four types of hospitalization costs for elderly cancer patients according to the LOS, surgery, year and type of cancer. The study results suggest that the health administration department should enhance the supervision of hospital costs and elderly cancer patient treatment. Measures should be taken by relying on the hospital information system to strengthen the cost management of cancer diseases and departments, optimize the internal management system, shorten elderly cancer patients LOS, and reasonably control the costs of disease diagnosis, treatment and department operation to effectively reduce the economic burden of elderly cancer patients.
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Affiliation(s)
- Lilin Zhang
- Medical Department, Central Hospital of Dalian University of Technology, Dalian, 116033, China
| | - Xijing Zhuang
- Medical Department, Central Hospital of Dalian University of Technology, Dalian, 116033, China
| | - Xiumei Yang
- Group Work Department, Central Hospital of Dalian University of Technology, Dalian, 116033, China
| | - Feng Xu
- Medical Department, Central Hospital of Dalian University of Technology, Dalian, 116033, China
| | - Nan Wang
- Medical Department, Central Hospital of Dalian University of Technology, Dalian, 116033, China
| | - Zhanfang Guo
- Medical Department, Central Hospital of Dalian University of Technology, Dalian, 116033, China
| | - Junfeng Chen
- College of Public Health, Dalian Medical University, Dalian, 116044, China
| | - Ding Ding
- College of Public Health, Dalian Medical University, Dalian, 116044, China.
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9
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Yousef M, Hurd MW, Yousef A, Ludmir EB, Pillai AB, Peterson J, Koay EJ, Albarouki S, Tzeng CW, Snyder R, Katz MHG, Wang H, Overman MJ, Maitra A, Pant S, Smaglo BG, Wolff RA, Yao J, Shen JP, Zhao D. Clinical and molecular characteristics of patients with brain metastasis secondary to pancreatic ductal adenocarcinoma. Oncologist 2024:oyae182. [PMID: 39014543 DOI: 10.1093/oncolo/oyae182] [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: 04/23/2024] [Accepted: 06/21/2024] [Indexed: 07/18/2024] Open
Abstract
BACKGROUND The prognosis for patients with pancreatic ductal adenocarcinoma (PDAC) is poor. Secondary brain metastasis (Br-M) occurs in less than 1% of patients. Clinical characteristics and molecular alterations have not been characterized in this rare patients' subset. MATERIALS AND METHODS The Foundry software platform was used to retrospectively query electronic health records for patients with Br-M secondary to PDAC from 2005 to 2023; clinical, molecular, and overall survival (OS) data were analyzed. RESULTS Br-M was diagnosed in 44 patients with PDAC. Median follow-up was 78 months; median OS from initial PDAC diagnosis was 47 months. Median duration from PDAC diagnosis to Br-M detection was 24 months; median OS from Br-M diagnosis was 3 months. At Br-M diagnosis, 82% (n = 36) of patients had elevated CA19-9. Lung was the most common preexisting metastatic location (71%) with Br-M, followed by liver (66%). Br-M were most frequently observed in the frontal lobe (34%, n = 15), cerebellar region (23%, n = 10), and leptomeninges (18%, n = 8). KRAS mutations were detected in 94.1% (n = 16) of patients who had molecular data available (n = 17) with KRASG12V being the most frequent subtype 47% (n = 8); KRASG12D in 29% (n = 5); KRASG12R in 18% (n = 3). Patients who underwent Br-M surgical resection (n = 5) had median OS of 8.6 months, while median OS following stereotactic radiosurgery only (n = 11) or whole-brain radiation only (n = 20) was 3.3 and 2.8 months, respectively. CONCLUSION Br-M is a late PDAC complication, resulting in an extremely poor prognosis especially in leptomeningeal disease. KRAS was mutated in 94.1% of the patients and the KRASG12V subtype was prevalent.
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Affiliation(s)
- Mahmoud Yousef
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Mark W Hurd
- Sheikh Ahmed Center for Pancreatic Cancer Research, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Abdelrahman Yousef
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ethan B Ludmir
- Department of Gastrointestinal Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Ashwathy B Pillai
- Department of Hospital Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Jennifer Peterson
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Eugene J Koay
- Department of Gastrointestinal Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Sali Albarouki
- Department of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, TX, United States
| | - Ching-Wei Tzeng
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Rebecca Snyder
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Matthew H G Katz
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Huamin Wang
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Michael J Overman
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Anirban Maitra
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Shubham Pant
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Brandon G Smaglo
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Robert A Wolff
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - James Yao
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - John P Shen
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Dan Zhao
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
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Shan Y, Teng Y, Guan C, Mao Z, Lu C, Ding W, Zhang J. Combined ultrasound endoscopy-guided fine-needle aspiration with DNA methylation of SHOX2 and RASSF1A genes to enhance the auxiliary diagnostic precision of pancreatic cancer. Heliyon 2024; 10:e34028. [PMID: 39071574 PMCID: PMC11282983 DOI: 10.1016/j.heliyon.2024.e34028] [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: 01/18/2024] [Revised: 06/28/2024] [Accepted: 07/02/2024] [Indexed: 07/30/2024] Open
Abstract
The purpose of this study was to assess the influence and the clinical effectiveness of the short stature homeobox 2 (SHOX2) and ras association domain family 1A (RASSF1A) genes by tissue sampling through ultrasound endoscopy-guided fine-needle aspiration (EUS-FNA) as auxiliary diagnostic tools for pancreatic cancer (PC). Methylation markers were detected in 96 patients using real-time fluorescence quantitative PCR (qPCR), and the performance of this diagnostic assay was compared with CA19-9, CEA, and puncture fluid-based exfoliative cytology using receiver operating characteristic curve (ROC) analysis. The PC group exhibited higher methylation rates for SHOX2, RASSF1A, and the combined assay of both genes compared to the control group (95.7 % vs. 54.0 %, 78.3 % vs. 36.0 %, and 73.9 % vs. 16.0 %, P < 0.05). The areas under the ROC curve (AUC) for CA19-9, CEA, liquid-based exfoliative cytology, SHOX2, RASSF1A, the combination of SHOX2 and RASSF1A, the combination assay with CEA, CA19-9, and liquid-based exfoliative cytology were 0.827, 0.692, 0.767, 0.770, 0.732, 0.870, 0.870, 0.933, and 0.900, respectively. Therefore, the methylation assay based on the combined SHOX2 and RASSF1A genes in EUS-FNA puncture fluid is more effective than using a single gene, liquid-based exfoliative cytology, or intravenous tumor markers for diagnosing PC. Combining the conventional marker CA19-9 enhances the diagnostic value, making it a promising approach to complement histology and cytology.
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Affiliation(s)
- Yangyang Shan
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, PR China
- Department of General Practice, Affiliated Hospital 2 of Nantong University, Nantong, Jiangsu, 226006, PR China
| | - Ying Teng
- Department of General Practice Medicine, and Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, PR China
| | - Chengqi Guan
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, PR China
| | - Zhenbiao Mao
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, PR China
| | - Cuihua Lu
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, PR China
| | - Weifeng Ding
- Laboratory Medicine Center, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, PR China
| | - Jianfeng Zhang
- Department of Gastroenterology, Affiliated Hospital of Nantong University, Nantong, Jiangsu, 226001, PR China
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11
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Han X, Xu Z, Ma D, Ling Z, Dong X, Yan X, Chen Y, Lu G, Yin X, Xu H. Effect of smoking cessation on the likelihood of pancreatitis and pancreatic cancer. Tob Induc Dis 2024; 22:TID-22-130. [PMID: 39006371 PMCID: PMC11241968 DOI: 10.18332/tid/190635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 06/21/2024] [Accepted: 06/30/2024] [Indexed: 07/16/2024] Open
Abstract
INTRODUCTION Tobacco smoking is a major risk factor for various diseases worldwide, including pancreatic exocrine diseases such as pancreatitis and pancreatic cancer (PC). Currently, few studies have examined the impact of smoking cessation on the likelihood of common pancreatic exocrine diseases. This study sought to determine whether smoking cessation would reduce pancreatitis and PC morbidity. METHODS This cohort study used data from the UK Biobank (UKB) to examine the association between smoking status and the likelihood of pancreatitis and PC among 492855 participants. The subjects were divided into never smokers, ex-smokers, and current smokers. Using a multivariate-adjusted binary logistic regression model, we analyzed the relationship between different smoking conditions and the likelihood of pancreatitis and PC. Further, we studied the impact of smoking cessation on pancreatitis and PC compared with current smoking. RESULTS After adjusting for potential confounders, current smokers had higher odds for acute pancreatitis (AP) (AOR=1.38; 95% CI: 1.18-1.61), chronic pancreatitis (CP) (AOR=3.29; 95% CI: 2.35-4.62) and PC (AOR=1.72; 95% CI: 1.42-2.09). People who quit smoking had comparable odds for the diseases as those who never smoked. Compared with current smokers, ex-smokers had reduced odds for AP (AOR=0.76; 95% CI: 0.64-0.89), CP (AOR=0.31; 95% CI: 0.21-0.46), and PC (AOR=0.62; 95% CI: 0.50-0.76). Subgroup analysis revealed reduced odds for these pancreatic diseases in males and females. CONCLUSIONS Smokers have an increased odds for pancreatitis and pancreatic cancer. Moreover, smoking cessation can significantly reduce the odds for acute pancreatitis, chronic pancreatitis and pancreatic cancer.
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Affiliation(s)
- Xiao Han
- Department of Oncology, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
- Yangzhou Key Laboratory of Pancreatic Diseases, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Zouhua Xu
- Kunshan Hospital of Traditional Chinese Medicine, Kunshan Affiliated Hospital of Yangzhou University, Yangzhou University, Kunshan, China
| | - Dongmei Ma
- Department of Oncology, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Zhi Ling
- Department of Oncology, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Xiaowu Dong
- Yangzhou Key Laboratory of Pancreatic Diseases, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
- Pancreatic Center, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Xuebing Yan
- Department of Oncology, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Yong Chen
- Department of Oncology, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Guotao Lu
- Yangzhou Key Laboratory of Pancreatic Diseases, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
- Pancreatic Center, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Xudong Yin
- Department of Oncology, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
- Yangzhou Key Laboratory of Pancreatic Diseases, Affiliated Hospital of Yangzhou University, Yangzhou University, Yangzhou, China
| | - Hongwei Xu
- Kunshan Hospital of Traditional Chinese Medicine, Kunshan Affiliated Hospital of Yangzhou University, Yangzhou University, Kunshan, China
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Nicoletti A, Paratore M, Vitale F, Negri M, Quero G, Esposto G, Mignini I, Alfieri S, Gasbarrini A, Zocco MA, Zileri Dal Verme L. Understanding the Conundrum of Pancreatic Cancer in the Omics Sciences Era. Int J Mol Sci 2024; 25:7623. [PMID: 39062863 PMCID: PMC11276793 DOI: 10.3390/ijms25147623] [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: 05/01/2024] [Revised: 07/03/2024] [Accepted: 07/08/2024] [Indexed: 07/28/2024] Open
Abstract
Pancreatic cancer (PC) is an increasing cause of cancer-related death, with a dismal prognosis caused by its aggressive biology, the lack of clinical symptoms in the early phases of the disease, and the inefficacy of treatments. PC is characterized by a complex tumor microenvironment. The interaction of its cellular components plays a crucial role in tumor development and progression, contributing to the alteration of metabolism and cellular hyperproliferation, as well as to metastatic evolution and abnormal tumor-associated immunity. Furthermore, in response to intrinsic oncogenic alterations and the influence of the tumor microenvironment, cancer cells undergo a complex oncogene-directed metabolic reprogramming that includes changes in glucose utilization, lipid and amino acid metabolism, redox balance, and activation of recycling and scavenging pathways. The advent of omics sciences is revolutionizing the comprehension of the pathogenetic conundrum of pancreatic carcinogenesis. In particular, metabolomics and genomics has led to a more precise classification of PC into subtypes that show different biological behaviors and responses to treatments. The identification of molecular targets through the pharmacogenomic approach may help to personalize treatments. Novel specific biomarkers have been discovered using proteomics and metabolomics analyses. Radiomics allows for an earlier diagnosis through the computational analysis of imaging. However, the complexity, high expertise required, and costs of the omics approach are the main limitations for its use in clinical practice at present. In addition, the studies of extracellular vesicles (EVs), the use of organoids, the understanding of host-microbiota interactions, and more recently the advent of artificial intelligence are helping to make further steps towards precision and personalized medicine. This present review summarizes the main evidence for the application of omics sciences to the study of PC and the identification of future perspectives.
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Affiliation(s)
- Alberto Nicoletti
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
| | - Mattia Paratore
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
| | - Federica Vitale
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
| | - Marcantonio Negri
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
| | - Giuseppe Quero
- Centro Pancreas, Chirurgia Digestiva, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (G.Q.); (S.A.)
| | - Giorgio Esposto
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
| | - Irene Mignini
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
| | - Sergio Alfieri
- Centro Pancreas, Chirurgia Digestiva, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (G.Q.); (S.A.)
| | - Antonio Gasbarrini
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
| | - Maria Assunta Zocco
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
| | - Lorenzo Zileri Dal Verme
- CEMAD Centro Malattie dell’Apparato Digerente, Medicina Interna e Gastroenterologia, Dipartimento di Medicina e Chirurgia Traslazionale, Università Cattolica del Sacro Cuore, Fondazione Policlinico Universitario “A. Gemelli” IRCCS, 00168 Rome, Italy; (A.N.); (M.P.); (F.V.); (M.N.); (G.E.); (I.M.); (A.G.); (L.Z.D.V.)
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Martínez-Domínguez SJ, Laredo V, García-Rayado G. The role of vitamin C in the prevention of pancreatic cancer: a systematic-review. Front Nutr 2024; 11:1398147. [PMID: 39077161 PMCID: PMC11285103 DOI: 10.3389/fnut.2024.1398147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 07/02/2024] [Indexed: 07/31/2024] Open
Abstract
Introduction and aim The aim of this systematic review was to assess the role of vitamin C in the prevention of pancreatic cancer (PC). Methods A comprehensive literature search was performed in PubMed, Embase and Web of Science up to August 2023, to identify randomized controlled trials (RCT), cohort studies and mendelian randomization studies based on prospective databases assessing the role of vitamin C in PC prevention. Results A total of twelve studies including European and North-American participants were included: two RCT, three mendelian randomization (MR) studies and seven cohort studies. Both RCT showed high quality in Cochrane risk of bias tool. Only one cohort study had <7 points in Newcastle Ottawa Scale. Both RCT found no association between the intake of 500 mg/day of vitamin C and the incidence of PC. Only one prospective cohort study found an association between vitamin C serum levels and a lower incidence of PC. The remaining cohort studies and MR studies found no association between dietary/supplements intake of vitamin C or circulating vitamin C levels and the incidence of PC. Conclusion There is no supporting evidence that vitamin C prevents PC development. Future prospective quality studies including high-risk populations are needed.
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Affiliation(s)
- Samuel J. Martínez-Domínguez
- Department of Gastroenterology, Lozano Blesa University Hospital, Zaragoza, Spain
- Aragón Health Research Institute (IIS Aragón), Zaragoza, Spain
- School of Medicine, University of Zaragoza, Zaragoza, Spain
| | - Viviana Laredo
- Department of Gastroenterology, Lozano Blesa University Hospital, Zaragoza, Spain
- Aragón Health Research Institute (IIS Aragón), Zaragoza, Spain
| | - Guillermo García-Rayado
- Department of Gastroenterology, Lozano Blesa University Hospital, Zaragoza, Spain
- Aragón Health Research Institute (IIS Aragón), Zaragoza, Spain
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14
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Gu F, Shen X, Wang Z, Xie Z, Ke N. Preoperative metabolic syndrome and prognosis after pancreatectomy for pancreatic cancer: A retrospective study. World J Surg 2024. [PMID: 38973012 DOI: 10.1002/wjs.12263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Accepted: 04/24/2024] [Indexed: 07/09/2024]
Abstract
BACKGROUND We conducted a retrospective study to investigate the impact of metabolic syndrome (MetS), its individual components, and the number of metabolic risk factors on the prognosis of pancreatic cancer (PC) following pancreatectomy. METHODS MetS was defined as meeting any three of the following criteria: (1) waist circumference ≥85 cm in men or ≥80 cm in women; (2) triglycerides ≥150 mg/dL or receiving drug treatment for elevated triglycerides; (3) high-density lipoprotein cholesterol <40 mg/dL in men or <50 mg/dL in women or receiving drug treatment for reduced HDL-C; (4) systolic blood pressure ≥130 mmHg and/or diastolic blood pressure ≥85 mmHg or receiving drug treatment for hypertension; and (5) fasting glucose, (FG) ≥100 mg/dL or receiving drug treatment for elevated glucose. The hazard ratio (HR) and 95% confidence interval (CI) were calculated by the Cox regression model. RESULTS Six hundred and seven patients who underwent radical resection for PC were enrolled in this study. Among them, 352 patients presented with preoperative MetS. MetS was associated with shorter overall survival (OS) but not with shorter disease-free survival (DFS). The adjusted HR (95% CI) for the poor OS in patients with 3, 4, and 5 metabolic risk components (vs. ≤ 2) were 1.32 (1.03-1.84), 1.64 (1.18-2.29), and 1.96 (1.27-3.04), respectively (p < 0.05). Elevated FG emerged as a significant predictor for poor OS and DFS. CONCLUSIONS This study highlights that preoperative MetS serves as a significant predictor for OS in patients with PC, with its predictive value escalating as the number of metabolic risk components increases.
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Affiliation(s)
- Fenglin Gu
- Department of General Surgery, Division of Pancreatic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Xiaoding Shen
- Department of General Surgery, Division of Pancreatic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Ziyao Wang
- Department of General Surgery, Division of Pancreatic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Zerong Xie
- Department of General Surgery, Division of Pancreatic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
- Department of General Surgery, West China Tianfu Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Nengwen Ke
- Department of General Surgery, Division of Pancreatic Surgery, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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15
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Wang Y, Lih TM, Lee JW, Ohtsuka T, Hozaka Y, Mino-Kenudson M, Adsay NV, Luchini C, Scarpa A, Maker AV, Kim GE, Paulino J, Chen L, Jiao L, Sun Z, Goodman D, Pflüger MJ, Roberts NJ, Matthaei H, Wood LD, Furukawa T, Zhang H, Hruban RH. Multi-omic profiling of intraductal papillary neoplasms of the pancreas reveals distinct expression patterns and potential markers of progression. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.07.602385. [PMID: 39005476 PMCID: PMC11245086 DOI: 10.1101/2024.07.07.602385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
In order to advance our understanding of precancers in the pancreas, 69 pancreatic intraductal papillary neoplasms (IPNs), including 64 intraductal papillary mucinous neoplasms (IPMNs) and 5 intraductal oncocytic papillary neoplasms (IOPNs), 32 pancreatic cyst fluid samples, 104 invasive pancreatic ductal adenocarcinomas (PDACs), 43 normal adjacent tissues (NATs), and 76 macro-dissected normal pancreatic ducts (NDs) were analyzed by mass spectrometry. A total of 10,246 proteins and 22,284 glycopeptides were identified in all tissue samples, and 756 proteins with more than 1.5-fold increase in abundance in IPMNs relative to NDs were identified, 45% of which were also identified in cyst fluids. The over-expression of selected proteins was validated by immunolabeling. Proteins and glycoproteins overexpressed in IPMNs included those involved in glycan biosynthesis and the immune system. In addition, multiomics clustering identified two subtypes of IPMNs. This study provides a foundation for understanding tumor progression and targets for earlier detection and therapies. Significance This multilevel characterization of intraductal papillary neoplasms of the pancreas provides a foundation for understanding the changes in protein and glycoprotein expression during the progression from normal duct to intraductal papillary neoplasm, and to invasive pancreatic carcinoma, providing a foundation for informed approaches to earlier detection and treatment.
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16
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Liu H, Xu Z, Song C, Lu Y, Li T, Zheng Z, Li M, Ye H, Wang K, Shi J, Wang P. Burden of gastrointestinal cancers among people younger than 50 years in China, 1990 to 2019. Public Health 2024; 234:112-119. [PMID: 38972229 DOI: 10.1016/j.puhe.2024.06.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 05/13/2024] [Accepted: 06/07/2024] [Indexed: 07/09/2024]
Abstract
OBJECTIVES This study aimed to assess the burden of early-onset gastrointestinal (GI) cancers in China over three decades. STUDY DESIGN A comprehensive analysis was performed using data from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019. METHODS Data on early-onset GI cancers in 2020 and from 1990 to 2019 were extracted from GLOBOCAN 2020 database and GBD 2019, respectively. The average annual percent change (AAPC) was calculated to analyze the temporal trends using the Joinpoint Regression Program. The Bayesian age-period-cohort (BAPC) model was used to predict future trends up to 2030. RESULTS In China, there were 185,980 incident cases and 119,116 deaths of early-onset GI cancer in 2020, with the highest incidence and mortality observed in liver cancer (new cases: 71,662; deaths: 62,412). The spectrum of early-onset GI cancers in China has transitioned over the last 30 years. The age-standardized rates of incidence, mortality, and disability-adjusted life years for colorectal and pancreatic cancers exhibited rapid increases (AAPC >0, P ≤ 0.001). The fastest-growing incidence rate was found in colorectal cancer (AAPC: 3.06, P < 0.001). Despite the decreases in liver, gastric, and esophageal cancers, these trends have been reversed or flattened in recent years. High body mass index was found to be the fastest-growing risk factor for early-onset GI cancers (estimated annual percentage change: 2.75-4.19, P < 0.05). Projection analyses showed an increasing trend in age-standardized incidence rates for almost all early-onset GI cancers during 2020-2030. CONCLUSIONS The transitioning pattern of early-onset GI cancers in China emphasizes the urgency of addressing this public health challenge.
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Affiliation(s)
- H Liu
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan Province, China; Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China
| | - Z Xu
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan Province, China
| | - C Song
- The Institution for Chronic and Noncommunicable Disease Control and Prevention, Zhengzhou Center for Disease Control and Prevention, Zhengzhou, 450052, Henan Province, China
| | - Y Lu
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan Province, China; Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China
| | - T Li
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan Province, China; Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China
| | - Z Zheng
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan Province, China; Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China
| | - M Li
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan Province, China; Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China
| | - H Ye
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan Province, China; Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China
| | - K Wang
- Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China; Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450052, Henan Province, China
| | - J Shi
- Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China; Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, 450052, Henan Province, China
| | - P Wang
- Department of Epidemiology and Statistics, College of Public Health, Zhengzhou University, Zhengzhou, 450001, Henan Province, China; Henan Key Laboratory of Tumor Epidemiology and State Key Laboratory of Esophageal Cancer Prevention & Treatment, Zhengzhou University, Zhengzhou, 450052, Henan Province, China.
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Hong WF, Zhang F, Wang N, Bi JM, Zhang DW, Wei LS, Song ZT, Mills GB, Chen MM, Li XX, Du SS, Yu M. Dynamic immunoediting by macrophages in homologous recombination deficiency-stratified pancreatic ductal adenocarcinoma. Drug Resist Updat 2024; 76:101115. [PMID: 39002266 DOI: 10.1016/j.drup.2024.101115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Revised: 06/19/2024] [Accepted: 06/25/2024] [Indexed: 07/15/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a lethal disease, notably resistant to existing therapies. Current research indicates that PDAC patients deficient in homologous recombination (HR) benefit from platinum-based treatments and poly-ADP-ribose polymerase inhibitors (PARPi). However, the effectiveness of PARPi in HR-deficient (HRD) PDAC is suboptimal, and significant challenges remain in fully understanding the distinct characteristics and implications of HRD-associated PDAC. We analyzed 16 PDAC patient-derived tissues, categorized by their homologous recombination deficiency (HRD) scores, and performed high-plex immunofluorescence analysis to define 20 cell phenotypes, thereby generating an in-situ PDAC tumor-immune landscape. Spatial phenotypic-transcriptomic profiling guided by regions-of-interest (ROIs) identified a crucial regulatory mechanism through localized tumor-adjacent macrophages, potentially in an HRD-dependent manner. Cellular neighborhood (CN) analysis further demonstrated the existence of macrophage-associated high-ordered cellular functional units in spatial contexts. Using our multi-omics spatial profiling strategy, we uncovered a dynamic macrophage-mediated regulatory axis linking HRD status with SIGLEC10 and CD52. These findings demonstrate the potential of targeting CD52 in combination with PARPi as a therapeutic intervention for PDAC.
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Affiliation(s)
- Wei-Feng Hong
- Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China; Department of Radiation Oncology, Zhejiang Cancer Hospital, Hangzhou 310005, China; Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou 310005, China; Zhejiang Key Laboratory of Radiation Oncology, Hangzhou 310005, China
| | - Feng Zhang
- Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - Nan Wang
- Cosmos Wisdom Biotech, co. ltd, Building 10, No. 617 Jiner Road, Hangzhou, Zhejiang, China
| | - Jun-Ming Bi
- Department of Urology, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - Ding-Wen Zhang
- Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - Lu-Sheng Wei
- Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China
| | - Zhen-Tao Song
- Mills Institute for Personalized Cancer Care, Fynn Biotechnologies Ltd. Jinan, Shandong, China
| | - Gordon B Mills
- Division of Oncological Sciences, Knight Cancer Institute, Oregon Health & Science University, Portland, USA
| | - Min-Min Chen
- Shenzhen Bay Laboratory, Shenzhen, Guangdong, China
| | - Xue-Xin Li
- Department of Physiology and Pharmacology, Karolinska Institutet, Solna 17165, Sweden.
| | - Shi-Suo Du
- Department of Radiation Oncology, Cancer Center, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Min Yu
- Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, China.
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18
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Cao Y, Xing R, Yang F, Zhang Y, Zhou X. Establishment of a prognostic model for pancreatic cancer based on vesicle-mediated transport protein-related genes. Comput Methods Biomech Biomed Engin 2024:1-11. [PMID: 38967327 DOI: 10.1080/10255842.2024.2367739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 06/06/2024] [Indexed: 07/06/2024]
Abstract
This study attempted to build a prognostic riskscore model for pancreatic cancer (PC) patients based on vesicle-mediated transport protein-related genes (VMTGs). We initially conducted differential expression analysis and Cox regression analysis, followed by the construction of a riskscore model to classify PC patients into high-risk (HR) and low-risk (LR) groups. The GEO GSE62452 dataset further validated the model. Kaplan-Meier survival analysis was employed to analyze the survival rate of the HR group and LR group. Cox analysis confirmed the independent prognostic ability of the riskscore model. Additionally, we evaluated immune status in both HR and LR groups, utilizing data from the GDSC database to predict drug response among PC patients. We identified six PC-specific genes from 724 VMTGs. Survival analysis revealed that the survival rate of the HR group was lower than that of the LR group (P<0.05). Cox analysis confirmed that the prognostic riskscore model could independently predict the survival status of PC patients (P<0.001). Immunological analysis revealed that the ESTIMATE score, immune score, and stroma score of the HR group were considerably lower than those of the LR group, and the tumor purity score of the HR group was higher. The IC50 values of Gemcitabine, Irinotecan, Oxaliplatin, and Paclitaxel in the LR group were considerably lower than those in the HR group (P<0.001). In summary, the VMTG-based prognostic riskscore model could stratify PC risk and effectively predict the survival of PC patients.
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Affiliation(s)
- Yanfang Cao
- Department of Gastroenterology, Taizhou Municipal Hospital, Taizhou City, Zhejiang Province, China
| | - Renwei Xing
- Department of Hepatobiliary Surgery, Taizhou Municipal Hospital, Taizhou City, Zhejiang Province, China
| | - Fan Yang
- Department of Hepatobiliary Surgery, Taizhou Municipal Hospital, Taizhou City, Zhejiang Province, China
| | - Yang Zhang
- Department of Hepatobiliary Surgery, Taizhou Municipal Hospital, Taizhou City, Zhejiang Province, China
| | - Xianfei Zhou
- Department of Hepatobiliary Surgery, Taizhou Municipal Hospital, Taizhou City, Zhejiang Province, China
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Blackford AL, Canto MI, Dbouk M, Hruban RH, Katona BW, Chak A, Brand RE, Syngal S, Farrell J, Kastrinos F, Stoffel EM, Rustgi A, Klein AP, Kamel I, Fishman E, He J, Burkhart R, Shin EJ, Lennon AM, Goggins M. Pancreatic Cancer Surveillance and Survival of High-Risk Individuals. JAMA Oncol 2024:2820691. [PMID: 38959011 PMCID: PMC11223057 DOI: 10.1001/jamaoncol.2024.1930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 02/05/2024] [Indexed: 07/04/2024]
Abstract
Importance Pancreatic ductal adenocarcinoma (PDAC) is a deadly disease with increasing incidence. The majority of PDACs are incurable at presentation, but population-based screening is not recommended. Surveillance of high-risk individuals for PDAC may lead to early detection, but the survival benefit is unproven. Objective To compare the survival of patients with surveillance-detected PDAC with US national data. Design, Setting, and Participants This comparative cohort study was conducted in multiple US academic medical centers participating in the Cancer of the Pancreas Screening program, which screens high-risk individuals with a familial or genetic predisposition for PDAC. The comparison cohort comprised patients with PDAC matched for age, sex, and year of diagnosis from the Surveillance, Epidemiology, and End Results (SEER) program. The Cancer of the Pancreas Screening program originated in 1998, and data collection was done through 2021. The data analysis was performed from April 29, 2022, through April 10, 2023. Exposures Endoscopic ultrasonography or magnetic resonance imaging performed annually and standard-of-care surgical and/or oncologic treatment. Main Outcomes and Measures Stage of PDAC at diagnosis, overall survival (OS), and PDAC mortality were compared using descriptive statistics and conditional logistic regression, Cox proportional hazards regression, and competing risk regression models. Sensitivity analyses and adjustment for lead-time bias were also conducted. Results A total of 26 high-risk individuals (mean [SD] age at diagnosis, 65.8 [9.5] years; 15 female [57.7%]) with PDAC were compared with 1504 SEER control patients with PDAC (mean [SD] age at diagnosis, 66.8 [7.9] years; 771 female [51.3%]). The median primary tumor diameter of the 26 high-risk individuals was smaller than in the control patients (2.5 [range, 0.6-5.0] vs 3.6 [range, 0.2-8.0] cm, respectively; P < .001). The high-risk individuals were more likely to be diagnosed with a lower stage (stage I, 10 [38.5%]; stage II, 8 [30.8%]) than matched control patients (stage I, 155 [10.3%]; stage II, 377 [25.1%]; P < .001). The PDAC mortality rate at 5 years was lower for high-risk individuals than control patients (43% vs 86%; hazard ratio, 3.58; 95% CI, 2.01-6.39; P < .001), and high-risk individuals lived longer than matched control patients (median OS, 61.7 [range, 1.9-147.3] vs 8.0 [range, 1.0-131.0] months; 5-year OS rate, 50% [95% CI, 32%-80%] vs 9% [95% CI, 7%-11%]). Conclusions and Relevance These findings suggest that surveillance of high-risk individuals may lead to detection of smaller, lower-stage PDACs and improved survival.
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Affiliation(s)
- Amanda L. Blackford
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Marcia Irene Canto
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Medicine (Gastroenterology), The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Mohamad Dbouk
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Ralph H. Hruban
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Bryson W. Katona
- Division of Gastroenterology, Department of Medicine, Abramson Cancer Center, University of Pennsylvania Perelman School of Medicine, Philadelphia
| | - Amitabh Chak
- Division of Gastroenterology and Liver Disease, University Hospitals Cleveland Medical Center, Case Western Reserve University, Cleveland, Ohio
| | - Randall E. Brand
- Division of Gastroenterology, Hepatology and Nutrition, University of Pittsburgh Medical Center, Pennsylvania
| | - Sapna Syngal
- Cancer Genetics and Prevention, Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts
- Division of Gastroenterology, Brigham and Women’s Hospital and Harvard Medical School, Boston, Massachusetts
| | - James Farrell
- Yale Center for Pancreatic Disease, Section of Digestive Disease, Yale University, New Haven, Connecticut
| | - Fay Kastrinos
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York
| | - Elena M. Stoffel
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Anil Rustgi
- Division of Digestive and Liver Diseases, Herbert Irving Comprehensive Cancer Center, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, New York
| | - Alison P. Klein
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Ihab Kamel
- Department of Radiology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Elliot Fishman
- Department of Radiology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Jin He
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Richard Burkhart
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Eun Ji Shin
- Department of Medicine (Gastroenterology), The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Anne Marie Lennon
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Medicine (Gastroenterology), The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Radiology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Surgery, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Michael Goggins
- Department of Oncology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Pathology, The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
- Department of Medicine (Gastroenterology), The Sol Goldman Pancreatic Cancer Research Center, Johns Hopkins Medical Institutions, Baltimore, Maryland
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20
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Danpanichkul P, Uawithya E, Lopimpisuth C, Sukphutanan B, Kulthamrongsri N, Aboona MB, Duangsonk K, Lau S, Simadibrata DM, Daggag H, Wallace MB, Wijarnpreecha K. Early-onset pancreatic cancer and associated metabolic risk factors in the Middle East and North Africa: A 20-year analysis of the Global Burden of Disease Study. Indian J Gastroenterol 2024:10.1007/s12664-024-01626-x. [PMID: 38951365 DOI: 10.1007/s12664-024-01626-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Accepted: 05/30/2024] [Indexed: 07/03/2024]
Abstract
BACKGROUND AND OBJECTIVE Early-onset pancreatic cancer (EOPC) is associated with poor prognosis and high disease burden. Metabolic risk factors such as diabetes and obesity are considered risk factors of EOPC. Recently, there has been an increasing number of EOPCs worldwide. However, the analysis of EOPC, including its metabolic risk factors, in the Middle East and North Africa (MENA) region has not been fully addressed. METHODS Data from the Global Burden of Disease Study between 2000 and 2019 was used to analyze the prevalence, incidence, deaths and disability-adjusted life years (DALYs) associated with EOPC and its metabolic risk factors. The analysis further categorized the data based on countries, income status and sex and examined the annual percentage change (APC). RESULTS Approximately 2800 cases, 2400 deaths and 114,000 DALYs were attributable to EOPC in the MENA region. The incidence (APC + 3.42%), death (APC + 0.73%) and DALYs (APC + 3.23%) rates of EOPC increased. In addition, the death and DALY rates of EOPC attributable to obesity and diabetes increased. High and upper-middle-income countries exhibited a higher burden of EOPC than lower-income countries. CONCLUSION Over the past two decades, the burden of EOPC and its associated metabolic risk factors has increased. There is an urgent need for region-wide policy development, including screening methods and risk factor reduction, to mitigate the high and rising burden of EOPC in the MENA region.
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Affiliation(s)
- Pojsakorn Danpanichkul
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX, USA.
- Immunology Unit, Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
| | - Ekdanai Uawithya
- Faculty of Medicine Siriraj Hospital, Mahidol University, Nakhon Pathom, Thailand
| | - Chawin Lopimpisuth
- Department of Internal Medicine, University of Miami, Jackson Memorial Hospital, Miami, FL, USA
| | | | - Narathorn Kulthamrongsri
- Department of Pharmacology, Faculty of Medicine Siriraj Hospital, Mahidol University, Nakhon Pathom, Thailand
- Department of Cardiovascular Medicine, Mayo Clinic Arizona, Phoenix, AZ, USA
| | - Majd B Aboona
- Department of Internal Medicine, University of Arizona College of Medicine, Phoenix, AZ, USA
| | - Kwanjit Duangsonk
- Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Sirimas Lau
- Department of Internal Medicine, Metrowest Medical Center, Framingham, MA, USA
| | - Daniel M Simadibrata
- Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Hinda Daggag
- Imperial College London Diabetes Centre, Abu Dhabi, United Arab Emirates
| | - Michael B Wallace
- Division of Gastroenterology and Hepatology, Mayo Clinic, Jacksonville, FL, USA
- Department of Gastroenterology, Sheikh Shakhbout Medical City, Abu Dhabi, United Arab Emirates
| | - Karn Wijarnpreecha
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Arizona College of Medicine, Phoenix, AZ, USA
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Banner University Medical Center, Phoenix, AZ, USA
- BIO5 Institute, University of Arizona College of Medicine-Phoenix, Phoenix, AZ, USA
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21
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Jeon CY, Arain MA, Korc M, Kozarek RA, Phillips AE. Bidirectional relationship between acute pancreatitis and pancreatic cancer. Curr Opin Gastroenterol 2024:00001574-990000000-00156. [PMID: 38935270 DOI: 10.1097/mog.0000000000001051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/28/2024]
Abstract
PURPOSE OF REVIEW The burdens of pancreatic ductal adenocarcinoma (PDAC) and acute pancreatitis are increasing globally. We reviewed current literature on whether acute pancreatitis is a causal factor for PDAC and examined clinical manifestations of PDAC-associated acute pancreatitis. RECENT FINDINGS Recent findings detail the timing of acute pancreatitis before and after PDAC occurrence, further solidifying the evidence for PDAC-associated acute pancreatitis and for acute pancreatitis as a causal risk factor for PDAC. The risk of PDAC remains elevated above the general population in patients with distant history of acute pancreatitis. PDAC risk also increases with recurrent acute pancreatitis episodes, independent of smoking and alcohol. Mechanisms linking acute pancreatitis to PDAC include inflammation and neutrophil infiltration, which can be attenuated by suppressing inflammation and/or epigenetic modulation, thus slowing the progression of acinar-to-ductal metaplasia. Clinical presentation and management of acute pancreatitis in the context of PDAC are discussed, including challenges acute pancreatitis poses in the diagnosis and treatment of PDAC, and novel interventions for PDAC-associated acute pancreatitis. SUMMARY PDAC risk may be reduced with improved acute pancreatitis prevention and treatment, such as antiinflammatories or epigenetic modulators. Increased acute pancreatitis and PDAC burden warrant more research on better diagnosis and management of PDAC-associated acute pancreatitis.
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Affiliation(s)
- Christie Y Jeon
- Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Mustafa A Arain
- Center for Interventional Endoscopy, AdventHealth, Orlando, Florida
| | - Murray Korc
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, California
| | | | - Anna E Phillips
- Division of Gastroenterology, Hepatology and Nutrition, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
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Wang Q, Liang T, Yang W, Xu Y, Qin C, Han H, Zhou X, Wang Y, Wang Z, Hu N. A smart tablet-phone-based high-performance pancreatic cancer cell biosensing system for drug screening. Talanta 2024; 278:126484. [PMID: 38941810 DOI: 10.1016/j.talanta.2024.126484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/17/2024] [Accepted: 06/25/2024] [Indexed: 06/30/2024]
Abstract
Exploring more efficient pancreatic cancer drug screening platforms is of significant importance for accelerating the drug development process. In this study, we developed a high-sensitivity bioluminescence system based on smartphones and smart tablets, and constructed a pancreatic cancer drug screening platform (PCDSP) by combining the pancreatic cancer cell sensing model (PCCSM) on the multiwell plates (MTP). A smart tablet was used as the light source and a smartphone as the colorimetric sensing device. The smartphone dynamically controls the color and brightness displayed on the smart tablet to achieve lower LOD and wider detection ranges. We constructed PCCSM for 24 h, 48 h, and 72 h , and performed colorimetric experiments using both PCDSP and a commercial plate reader (CPR). The results showed that the PCDSP had a lower LOD than that of CPR. Moreover, PCDSP even exhibited a lower LOD for 24 h PCCSM testing compared to CPR for 48 h PCCSM testing, effectively shortening the drug evaluation process. Additionally, the PCDSP offers higher portability and efficiency compared with CPR, making it a promising platform for efficient pancreatic cancer drug screening.
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Affiliation(s)
- Qiang Wang
- Department of General Surgery, Tiantai People's Hospital of Zhejiang Province (Tiantai Branch of Zhejiang Provincial People's Hospital), Hangzhou Medical College, Taizhou, 317200, Zhejiang, China
| | - Tao Liang
- Laboratory Medicine Center, Department of Transfusion Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, 310014, China; Department of Chemistry, Zhejiang-Israel Joint Laboratory of Self-Assembling Functional Materials, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, 310058, China
| | - Wenjian Yang
- Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Hangzhou, Zhejiang, 310024, China
| | - Youjian Xu
- Department of General Surgery, Tiantai People's Hospital of Zhejiang Province (Tiantai Branch of Zhejiang Provincial People's Hospital), Hangzhou Medical College, Taizhou, 317200, Zhejiang, China
| | - Chunlian Qin
- Department of Chemistry, Zhejiang-Israel Joint Laboratory of Self-Assembling Functional Materials, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, 310058, China
| | - Haote Han
- Department of Chemistry, Zhejiang-Israel Joint Laboratory of Self-Assembling Functional Materials, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, 310058, China.
| | - Xiyang Zhou
- Department of General Surgery, Tiantai People's Hospital of Zhejiang Province (Tiantai Branch of Zhejiang Provincial People's Hospital), Hangzhou Medical College, Taizhou, 317200, Zhejiang, China.
| | - Yingwei Wang
- Department of Laboratory Medicine, Tiantai People's Hospital of Zhejiang Province (Tiantai Branch of Zhejiang Provincial People's Hospital), Hangzhou Medical College, Taizhou, 317200, Zhejiang, China.
| | - Zhen Wang
- Department of General Surgery, Tiantai People's Hospital of Zhejiang Province (Tiantai Branch of Zhejiang Provincial People's Hospital), Hangzhou Medical College, Taizhou, 317200, Zhejiang, China; Laboratory Medicine Center, Department of Transfusion Medicine, Zhejiang Provincial People's Hospital, Affiliated People's Hospital, Hangzhou Medical College, Hangzhou, 310014, China.
| | - Ning Hu
- Department of Chemistry, Zhejiang-Israel Joint Laboratory of Self-Assembling Functional Materials, ZJU-Hangzhou Global Scientific and Technological Innovation Center, Zhejiang University, Hangzhou, 310058, China; General Surgery Department, Children's Hospital, Zhejiang University School of Medicine, National Clinical Research Center for Children's Health, Hangzhou, 310052, China.
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Yao S, Yao D, Huang Y, Qin S, Chen Q. A machine learning model based on clinical features and ultrasound radiomics features for pancreatic tumor classification. Front Endocrinol (Lausanne) 2024; 15:1381822. [PMID: 38957447 PMCID: PMC11218542 DOI: 10.3389/fendo.2024.1381822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Accepted: 06/03/2024] [Indexed: 07/04/2024] Open
Abstract
Objective This study aimed to construct a machine learning model using clinical variables and ultrasound radiomics features for the prediction of the benign or malignant nature of pancreatic tumors. Methods 242 pancreatic tumor patients who were hospitalized at the First Affiliated Hospital of Guangxi Medical University between January 2020 and June 2023 were included in this retrospective study. The patients were randomly divided into a training cohort (n=169) and a test cohort (n=73). We collected 28 clinical features from the patients. Concurrently, 306 radiomics features were extracted from the ultrasound images of the patients' tumors. Initially, a clinical model was constructed using the logistic regression algorithm. Subsequently, radiomics models were built using SVM, random forest, XGBoost, and KNN algorithms. Finally, we combined clinical features with a new feature RAD prob calculated by applying radiomics model to construct a fusion model, and developed a nomogram based on the fusion model. Results The performance of the fusion model surpassed that of both the clinical and radiomics models. In the training cohort, the fusion model achieved an AUC of 0.978 (95% CI: 0.96-0.99) during 5-fold cross-validation and an AUC of 0.925 (95% CI: 0.86-0.98) in the test cohort. Calibration curve and decision curve analyses demonstrated that the nomogram constructed from the fusion model has high accuracy and clinical utility. Conclusion The fusion model containing clinical and ultrasound radiomics features showed excellent performance in predicting the benign or malignant nature of pancreatic tumors.
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Affiliation(s)
- Shunhan Yao
- Medical College, Guangxi University, Nanning, China
- Monash Biomedicine Discovery Institute, Monash University, Melbourne, VIC, Australia
| | - Dunwei Yao
- Department of Gastroenterology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
- Department of Gastroenterology, The People’s Hospital of Baise, Baise, China
| | - Yuanxiang Huang
- School of Computer, Electronic and Information, Guangxi University, Nanning, China
| | - Shanyu Qin
- Department of Gastroenterology, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Qingfeng Chen
- School of Computer, Electronic and Information, Guangxi University, Nanning, China
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24
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Schneider C, Hilbert J, Genevaux F, Höfer S, Krauß L, Schicktanz F, Contreras CT, Jansari S, Papargyriou A, Richter T, Alfayomy AM, Falcomatà C, Schneeweis C, Orben F, Öllinger R, Wegwitz F, Boshnakovska A, Rehling P, Müller D, Ströbel P, Ellenrieder V, Conradi L, Hessmann E, Ghadimi M, Grade M, Wirth M, Steiger K, Rad R, Kuster B, Sippl W, Reichert M, Saur D, Schneider G. A Novel AMPK Inhibitor Sensitizes Pancreatic Cancer Cells to Ferroptosis Induction. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024:e2307695. [PMID: 38885414 DOI: 10.1002/advs.202307695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 04/12/2024] [Indexed: 06/20/2024]
Abstract
Cancer cells must develop strategies to adapt to the dynamically changing stresses caused by intrinsic or extrinsic processes, or therapeutic agents. Metabolic adaptability is crucial to mitigate such challenges. Considering metabolism as a central node of adaptability, it is focused on an energy sensor, the AMP-activated protein kinase (AMPK). In a subtype of pancreatic ductal adenocarcinoma (PDAC) elevated AMPK expression and phosphorylation is identified. Using drug repurposing that combined screening experiments and chemoproteomic affinity profiling, it is identified and characterized PF-3758309, initially developed as an inhibitor of PAK4, as an AMPK inhibitor. PF-3758309 shows activity in pre-clinical PDAC models, including primary patient-derived organoids. Genetic loss-of-function experiments showed that AMPK limits the induction of ferroptosis, and consequently, PF-3758309 treatment restores the sensitivity toward ferroptosis inducers. The work established a chemical scaffold for the development of specific AMPK-targeting compounds and deciphered the framework for the development of AMPK inhibitor-based combination therapies tailored for PDAC.
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Affiliation(s)
- Carolin Schneider
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Jorina Hilbert
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Franziska Genevaux
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
| | - Stefanie Höfer
- Proteomics and Bioanalytics, Department of Molecular Life Sciences, School of Life Sciences, Technical University of Munich, 85354, Freising, Germany
| | - Lukas Krauß
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Felix Schicktanz
- Institute of Pathology, Technical University of Munich, 81675, Munich, Germany
| | - Constanza Tapia Contreras
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Shaishavi Jansari
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany
| | - Aristeidis Papargyriou
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
- Institute of Stem Cell Research, Helmholtz Zentrum Muenchen, D-85764, Neuherberg, Germany
- Translational Pancreatic Research Cancer Center, Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
- Center for Organoid Systems (COS), Technical University of Munich, 85747, Garching, Germany
| | - Thorsten Richter
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Abdallah M Alfayomy
- Department of Medicinal Chemistry, Institute of Pharmacy, Martin-Luther University Halle-Wittenberg, 06120, Halle (Saale), Germany
- Department of Pharmaceutical Chemistry, Al-Azhar University, Assiut, 71524, Egypt
| | - Chiara Falcomatà
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675, Munich, Germany
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Christian Schneeweis
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675, Munich, Germany
| | - Felix Orben
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
| | - Ruppert Öllinger
- Institute of Molecular Oncology and Functional Genomics, TUM School of Medicine, Technical University of Munich, 81675, Munich, Germany
| | - Florian Wegwitz
- Department of Gynecology and Obstetrics, University Medical Center Göttingen, Göttingen, Germany
| | - Angela Boshnakovska
- Department of Cellular Biochemistry, University Medical Center, 37073, Göttingen, Germany
| | - Peter Rehling
- Department of Cellular Biochemistry, University Medical Center, 37073, Göttingen, Germany
- Max Planck Institute for Biophysical Chemistry, 37077, Göttingen, Germany
| | - Denise Müller
- Institute of Pathology, University Medical Center, 37075, Göttingen, Germany
| | - Philipp Ströbel
- Institute of Pathology, University Medical Center, 37075, Göttingen, Germany
- Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
| | - Volker Ellenrieder
- Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Lena Conradi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
- Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
| | - Elisabeth Hessmann
- Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
- Department of Gastroenterology, Gastrointestinal Oncology and Endocrinology, University Medical Center Göttingen, 37075, Göttingen, Germany
| | - Michael Ghadimi
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
| | - Marian Grade
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
| | - Matthias Wirth
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
- Department of Hematology, Oncology and Cancer Immunology, Campus Benjamin Franklin, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, 12203, Berlin, Germany
| | - Katja Steiger
- Institute of Pathology, Technical University of Munich, 81675, Munich, Germany
- German Cancer Consortium (DKTK), partner site Munich, a partnership between DKFZ and University Hospital Klinikum rechts der Isar, 81675, München, Germany
| | - Roland Rad
- Institute of Molecular Oncology and Functional Genomics, TUM School of Medicine, Technical University of Munich, 81675, Munich, Germany
- German Cancer Consortium (DKTK), partner site Munich, a partnership between DKFZ and University Hospital Klinikum rechts der Isar, 81675, München, Germany
| | - Bernhard Kuster
- Proteomics and Bioanalytics, Department of Molecular Life Sciences, School of Life Sciences, Technical University of Munich, 85354, Freising, Germany
- German Cancer Consortium (DKTK), partner site Munich, a partnership between DKFZ and University Hospital Klinikum rechts der Isar, 81675, München, Germany
| | - Wolfgang Sippl
- Department of Medicinal Chemistry, Institute of Pharmacy, Martin-Luther University Halle-Wittenberg, 06120, Halle (Saale), Germany
| | - Maximilian Reichert
- Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
- Translational Pancreatic Research Cancer Center, Medical Clinic and Polyclinic II, Klinikum rechts der Isar, Technical University of Munich, 81675, Munich, Germany
- Center for Organoid Systems (COS), Technical University of Munich, 85747, Garching, Germany
- German Cancer Consortium (DKTK), partner site Munich, a partnership between DKFZ and University Hospital Klinikum rechts der Isar, 81675, München, Germany
- Center for Protein Assemblies (CPA), Technical University of Munich, 85747, Garching, Germany
| | - Dieter Saur
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675, Munich, Germany
- German Cancer Consortium (DKTK), partner site Munich, a partnership between DKFZ and University Hospital Klinikum rechts der Isar, 81675, München, Germany
| | - Günter Schneider
- Department of General, Visceral and Pediatric Surgery, University Medical Center Göttingen, 37075, Göttingen, Germany
- Institute for Translational Cancer Research and Experimental Cancer Therapy, Technical University Munich, 81675, Munich, Germany
- Clinical Research Unit 5002, KFO5002, University Medical Center Göttingen, 37075, Göttingen, Germany
- CCC-N (Comprehensive Cancer Center Lower Saxony), 37075, Göttingen, Germany
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Lu Y, Zhou T, Lu M. A prognostic binary classifier comprised of five critical mRNAs stratified pancreatic cancer patients following resection. Heliyon 2024; 10:e31302. [PMID: 38828350 PMCID: PMC11140619 DOI: 10.1016/j.heliyon.2024.e31302] [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: 11/14/2023] [Revised: 05/08/2024] [Accepted: 05/14/2024] [Indexed: 06/05/2024] Open
Abstract
Background Pancreatic cancer is characterized by an extremely poor prognosis, even following potentially curative resection. Classical prognostic markers such as histopathological or clinical parameters have limited predictive power. The present study aimed to establish a prognostic model combining mRNA expression data with histopathological and clinical data to better predict survival and stratify pancreatic cancer patients following resection. We pioneered three models in one study and systematically evaluated the clinical benefits of all three models. Methods To identify differentially expressed genes in pancreatic cancer, mRNA data from normal (GTEx database) and pancreatic cancer (TCGA database) tissues were used. Survival analysis was carried out to identify prognosis-relevant genes from the identified differentially expressed genes and LASSO regression was used to filter out hub genes. The risk score of several hub genes was calculated according to gene expression and coefficients. Validation was carried out using an independent set of GEO microarray data. Multivariate COX regression was used for identifying independent clinical and pathological risk factors related to patient's survival in the TCGA database and a prognostic model combining mRNA expression data with histopathological and clinical data was established. Another prognostic model using clinicopathological factors from the SEER database was conceived based on multivariate COX regression. NRI (net reclassification improvement) and IDI (integrated discrimination index) were used to compare the predictive capabilities of the different models. Results We identified 1589 differentially expressed genes (DEGs) through the comparison of normal and pancreatic cancer tissues, of whom 317 were associated with prognosis(p < 0.05). LASSO regression identified five hub genes, MYEOV, ANXA2P2, MET, CEP55, and KRT7, that were used for the five-mRNA-classifier prognostic model. The classifier could stratify patients into a short and long survival group: 5-year overall survival in the training set (TCGA, 6 % vs 52 %, p < 0.001), test set (TCGA, 18 % vs 55 %,p < 0.01) and external validation set (GEO, 0 % vs 25 %, p < 0.05). Sensitivity analysis showed that the mRNA model (model 1) was better than the clinicopathological no-mRNA model (model 2) in predicting 5-year survival in the TCGA database (AUC: 0.877 vs 0.718, z = 3.165, p < 0.01) and better than the multi-factor prognostic model (model 3) from the SEER database (AUC: 0.754, z = 2.637, p < 0.01). On predictive performance, model 1 improved model 2 (NRI = 0.084, z = 1.288, p = 0.198; IDI = 0.055, z = 1.041,p = 0.298) and model 3 (NRI = 0.167,z = 1.961,p = 0.05; IDI = 0.086, z = 1.427, p = 0.154). Conclusion The five-mRNA-classifier is a reliable and feasible instrument to predict the prognosis of pancreatic cancer patients following resection. It might help in patiens counseling and assist clinicians in providing individualized treatment for patients in different risk groups.
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Affiliation(s)
- Yueqing Lu
- Hepatobiliary and Vascular Surgery, People's Hospital Affiliated to Shandong First Medical University, 271199, Shandong Province, China
| | - Tong Zhou
- Hepatobiliary and Vascular Surgery, People's Hospital Affiliated to Shandong First Medical University, 271199, Shandong Province, China
| | - Mingshu Lu
- Hepatobiliary and Vascular Surgery, People's Hospital Affiliated to Shandong First Medical University, 271199, Shandong Province, China
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Liu J, He M. Construction and validation of a novel immunological model to predict prognosis in pancreatic ductal adenocarcinoma. Int Immunopharmacol 2024; 134:112266. [PMID: 38761784 DOI: 10.1016/j.intimp.2024.112266] [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: 01/09/2024] [Revised: 04/25/2024] [Accepted: 05/13/2024] [Indexed: 05/20/2024]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a highly aggressive cancer, with limited treatment options. In this study, we investigated the role of immune cell infiltration in PDAC progression and constructed an immune-related predictive model for patients with PDAC based on the International Cancer Genome Consortium (ICGC) cohort. Related algorithms have been used to assess the immune microenvironment. Least Absolute Shrinkage and Selection Operator (LASSO) Cox analysis was used to construct the model, and receiver operating characteristic and decision curve analysis analyses were conducted to evaluate its diagnostic and prognostic efficacy. The results demonstrated a correlation between high immune infiltration and better prognosis in PDAC. The immune-related prognostic model (IPM) identified four genes through LASSO Cox analysis, with the high IPM group being associated with a worse prognosis. Cox regression analysis confirmed that IPM is an independent risk factor for PDAC. Validation through analysis of The Cancer Genome Atlas cohort and our own individual tumor samples revealed a similar trend to that observed in the ICGC cohort. Finally, a nomogram incorporating age and IPM demonstrated efficacy in the prognostic evaluation of patients with PDAC. In conclusion, we developed a novel immune-related prognosis prediction model for PDAC that offers new possibilities for the measurement of immunotherapy and prognostic assessment of patients.
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Affiliation(s)
- Jinyang Liu
- Department of Hepatobiliary and Pancreatic Surgery, First Hospital of China Medical University, Shenyang, Liaoning 110001, China
| | - Miao He
- Department of Pharmacology, School of Pharmacy, China Medical University, Shenyang, Liaoning 110122, China.
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Mirzamohamadi S, HajiAbbasi MN, Roshandel G, Alimadadi M, Mirheidari SB, Ghorbani S, Pourshams A, Zahedi M. Incidence and risk factors of pancreatic cancer during 15 years follow-up in the Golestan Cohort Study in Iran. PLoS One 2024; 19:e0300736. [PMID: 38848337 PMCID: PMC11161101 DOI: 10.1371/journal.pone.0300736] [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: 06/15/2023] [Accepted: 03/04/2024] [Indexed: 06/09/2024] Open
Abstract
BACKGROUND Cancer is one of the main causes of death in the worldwide. Pancreatic Cancer (PC) is prevalent in developed and increasing in developing countries. PC is important because of its low survival rate, high fatality, and increasing incidence. Therefore, identifying risk factors to prevent its development is necessary. This study aimed to determine incidence of PC and its risk factors in the Golestan Cohort Study (GCS) in Iran. METHOD This study is a prospective population-based cohort study in the frame of GCS with 15 years of follow-up for PC. GCS was launched in the Golestan province of Iran with 50045 participants who were 40 to 75 years old. variables included: age, gender, education status, smoking, alcohol consumption, opium usage, type of blood group, dyslipidemia, body mass index (BMI), waist circumference (WC), family history (FH) of PC, ethnicity, and history of diabetes mellitus (DM). RESULT Among 50045 participants of GCS during 15 years of follow up, 100 people were diagnosed PC. PC incidence was 0.2%. Age-standardized incidence rate (ASR) of PC in the study population was 11.12 per 100,000 person-years. People with age ≥60 years were 46, in 50-59 years old group were 36, and 18 of them were <50 years (p<0.001). The smoking rate in PC group was 27% (p<0.01). Univariate model of cox regression analysis showed age 50-59, ≥60 years compared to <50 years [HR:3.006, 95%CI (1.707-5.294), p<0.001], [HR: 6.727, 95% CI (3.899-11.608), p<0.001], male gender [HR:1.541, 95%CI (1.041-2.281), p = 0.031], opium use [HR:1.436, 95% CI (0.887-2.324), p = 0.141], and smoking [HR:1.884, 95%CI (1.211-2.929), p = 0.005] were predictors for PC. In the multivariate model after adjusting, age 50-59 [HR:2.99, 95% CI (1.698-5.265), p<0.001], and ≥60 years [HR: 6.564, 95% CI (3.797-11.346), p<0.001] was the only predictor for PC. CONCLUSION This study revealed an incidence of PC 0.2% in GCS in Iran. Main risk factor for PC was older age.
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Affiliation(s)
| | | | - Gholamreza Roshandel
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
| | - Mehdi Alimadadi
- Golestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran
| | | | - Somayeh Ghorbani
- Cancer Research Center, Golestan University of Medical Sciences, Gorgan, Iran
| | - Akram Pourshams
- Digestive Oncology Research Center, Digestive Diseases Research Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Maryam Zahedi
- Department of Internal medicine, Endocrinology and Metabolic disorders, Clinical Research Development Unit (CRDU), Sayad Shirazi Hospital, Golestan University of Medical Sciences, Gorgan, Iran
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28
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Sarwal D, Wang L, Gandhi S, Sagheb Hossein Pour E, Janssens LP, Delgado AM, Doering KA, Mishra AK, Greenwood JD, Liu H, Majumder S. Identification of pancreatic cancer risk factors from clinical notes using natural language processing. Pancreatology 2024; 24:572-578. [PMID: 38693040 DOI: 10.1016/j.pan.2024.03.016] [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: 02/04/2024] [Revised: 03/20/2024] [Accepted: 03/23/2024] [Indexed: 05/03/2024]
Abstract
OBJECTIVES Screening for pancreatic ductal adenocarcinoma (PDAC) is considered in high-risk individuals (HRIs) with established PDAC risk factors, such as family history and germline mutations in PDAC susceptibility genes. Accurate assessment of risk factor status is provider knowledge-dependent and requires extensive manual chart review by experts. Natural Language Processing (NLP) has shown promise in automated data extraction from the electronic health record (EHR). We aimed to use NLP for automated extraction of PDAC risk factors from unstructured clinical notes in the EHR. METHODS We first developed rule-based NLP algorithms to extract PDAC risk factors at the document-level, using an annotated corpus of 2091 clinical notes. Next, we further improved the NLP algorithms using a cohort of 1138 patients through patient-level training, validation, and testing, with comparison against a pre-specified reference standard. To minimize false-negative results we prioritized algorithm recall. RESULTS In the test set (n = 807), the NLP algorithms achieved a recall of 0.933, precision of 0.790, and F1-score of 0.856 for family history of PDAC. For germline genetic mutations, the algorithm had a high recall of 0.851, while precision and F1-score were lower at 0.350 and 0.496 respectively. Most false positives for germline mutations resulted from erroneous recognition of tissue mutations. CONCLUSIONS Rule-based NLP algorithms applied to unstructured clinical notes are highly sensitive for automated identification of PDAC risk factors. Further validation in a large primary-care patient population is warranted to assess real-world utility in identifying HRIs for pancreatic cancer screening.
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Affiliation(s)
- Dhruv Sarwal
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Liwei Wang
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Sonal Gandhi
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | | | - Laurens P Janssens
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Adriana M Delgado
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Karen A Doering
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Anup Kumar Mishra
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
| | - Jason D Greenwood
- Department of Family Medicine, Mayo Clinic, Rochester, MN, USA; Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA
| | - Hongfang Liu
- Department of Artificial Intelligence and Informatics, Mayo Clinic, Rochester, MN, USA
| | - Shounak Majumder
- Department of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA.
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Lindner C. Early diagnosis of pancreatic cancer: Shedding light on an unresolved challenge. World J Clin Cases 2024; 12:2463-2465. [PMID: 38765749 PMCID: PMC11099421 DOI: 10.12998/wjcc.v12.i14.2463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/06/2024] [Accepted: 04/10/2024] [Indexed: 04/29/2024] Open
Abstract
Diagnosing early-stage pancreatic cancer (PC) remains a clinical challenge. Hence, studying novel imaging aspects that could enhance the diagnostic accuracy of malignant pancreatic precursor lesions is imperative. This article aims to underscore the promising role of emerging imaging aspects that may facilitate the earlier diagnosis of PC, thereby improving its management and prognosis.
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Affiliation(s)
- Cristian Lindner
- Department of Radiology, Faculty of Medicine, University of Concepción, Concepción 4030000, Chile
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30
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Chen Z, Miao P, Lin H, Lu Y. AHNAK2 Promotes the Progression of Pancreatic Ductal Adenocarcinoma by Maintaining the Stability of c-MET. Cancer Manag Res 2024; 16:431-444. [PMID: 38751848 PMCID: PMC11095252 DOI: 10.2147/cmar.s451486] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 04/24/2024] [Indexed: 05/18/2024] Open
Abstract
Purpose Pancreatic ductal adenocarcinoma (PDAC) is extremely malignant and rapidly progresses. The overall response rate of PDAC to current treatment methods is still unsatisfactory. Thus, identifying novel targets and clarifying the underlying mechanisms associated with PDAC progression may potentially offer additional treatment strategies. AHNAK2 is aberrantly expressed in a variety of tumors and exerts pro-tumorigenic effects. However, the biological role of AHNAK2 in PDAC remains poorly understood. Methods The expression of AHNAK2 in PDAC and paired non-tumor tissues was detected by immunohistochemistry (IHC) and quantitative real-time polymerase chain reaction (qRT-PCR). Lentivirus knockdown was performed to investigate the impact of AHNAK2 on the biological function of pancreatic cancer cells. The subcutaneous cell-derived xenograft (CDX) model and the KPC spontaneous mouse model with AHNAK2 silencing were used to observe the effects of AHNAK2 on tumor growth and prognosis. The expression of c-MET at protein level in response to HGF treatment was assessed using western blot. Results Our results demonstrated that AHNAK2 was highly expressed in PDAC clinical samples and associated with poor prognosis. Knockdown of AHNAK2 significantly inhibited the proliferation, migration, and invasion of pancreatic cancer cells. AHNAK2 knockdown or knockout resulted in tumor growth suppression and prolonged survival in mice with PDAC. In addition, AHNAK2 and c-MET expression levels showed a significant positive correlation at the post-transcriptional level. Mechanistically, AHNAK2 promoted tumor progression by preventing c-MET degradation and persistently activating the HGF/c-MET signaling pathway. Conclusion Overall, our study revealed that AHNAK2 plays an important role in PDAC progression by modulating the c-MET signaling pathway, and targeting AHNAK2 may be an effective therapeutic strategy for PDAC.
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Affiliation(s)
- Zhaohui Chen
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China
- Shenshan Medical Center, Memorial Hospital of Sun Yat-sen University, Shanwei, Guangdong, People’s Republic of China
| | - Pengbiao Miao
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China
- Department of Pancreatobiliary Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China
| | - Hongcao Lin
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China
- Shenshan Medical Center, Memorial Hospital of Sun Yat-sen University, Shanwei, Guangdong, People’s Republic of China
| | - Yanan Lu
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China
- Department of Anesthesiology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, Guangdong, People’s Republic of China
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Zhao J, Liu X, Jin X, Dong T, Gao X, Wang J, Li Y, Ma E. Riboflavin protects against pancreatic cancer metastasis by targeting TGF-β receptor 1. Bioorg Chem 2024; 146:107274. [PMID: 38503026 DOI: 10.1016/j.bioorg.2024.107274] [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: 11/14/2023] [Revised: 03/03/2024] [Accepted: 03/07/2024] [Indexed: 03/21/2024]
Abstract
The inhibition of transforming growth factor-β1 (TGF-β1) signaling by targeting TGF-β receptor 1 (TβR1) has been considered as an ideal approach for the prevention of pancreatic cancer metastasis. Utilizing a pharmacophore model for TβR1 inhibitors, candidate compounds with the potential TβR1 binding ability were screened from the U.S. Food and Drug Administration (FDA) database, and riboflavin (RF) with a highest fit value was chosen to investigate its binding ability to TβR1 and effect on TGF-β1 signaling in pancreatic cancer cells. Molecular docking and cellular thermal shift assay (CETSA) proved that RF at pharmacological concentrations could directly bind to TβR1. Further studies showed that pharmacological concentrations of RF in vitro could block TGF-β1 signaling, suppress the migration and invasion, and prevent epithelial-mesenchymal transition (EMT) process of pancreatic cancer cells in the absence or presence of TGF-β1 stimulation, indicating that RF presented anti-metastatic effect in pancreatic cancer cells. Knockdown of TβR1 could significantly attenuate the effects of RF on the migration and EMT process in pancreatic cancer cells, further confirming that the anti-metastatic effect of RF was achieved by blocking TGF-β1 signaling after binding to TβR1. Moreover, in a mouse model of pancreatic cancer metastasis, it was certified that RF administration could block lung and liver metastases, TGF-β1 signaling and EMT process of pancreatic cancer in vivo. In summary, our findings showed that RF could block TGF-β1 signaling by directly binding to TβR1, thereby suppressing the metastasis of pancreatic cancer cells by inhibiting EMT process both in vitro and in vivo.
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Affiliation(s)
- Juanping Zhao
- Department of Pharmacology, School of Life Sciences and Biopharmaceutical Science, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xiaofeng Liu
- Department of Pharmacology, School of Life Sciences and Biopharmaceutical Science, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xinxin Jin
- Department of Pharmacology, School of Life Sciences and Biopharmaceutical Science, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Tianyi Dong
- Department of Pharmacology, School of Life Sciences and Biopharmaceutical Science, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xiong Gao
- Department of Pharmacology, School of Life Sciences and Biopharmaceutical Science, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Jian Wang
- Key Laboratory of Structure-Based Drug Design & Discovery, Ministry of Education, School of Pharmaceutical Engineering, Shenyang Pharmaceutical University, Shenyang, Liaoning 110016, China
| | - Yanchun Li
- GLP Center, School of Life Sciences and Biopharmaceutical Science, Shenyang Pharmaceutical University, Shenyang 110016, China.
| | - Enlong Ma
- Department of Pharmacology, School of Life Sciences and Biopharmaceutical Science, Shenyang Pharmaceutical University, Shenyang 110016, China.
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Cai J, Lu B, Chen H, Lu M, Zhang Y, Luo C, You L, Dai M, Zhao Y. The impacts of exposure to risk factors during youth on the increasing global trend of early-onset pancreatic cancer. Public Health 2024; 229:65-72. [PMID: 38402665 DOI: 10.1016/j.puhe.2023.11.006] [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: 06/04/2023] [Revised: 10/18/2023] [Accepted: 11/05/2023] [Indexed: 02/27/2024]
Abstract
OBJECTIVES An increasing trend of pancreatic cancer in young adults has emerged in some countries. This study aimed to investigate global trends of pancreatic cancer in young adults and explore the impact of exposure to risk factors on pancreatic cancer incidence during youth. METHODS Global and national data on pancreatic cancer incidence, disability-adjusted life-years, attributive mortality, and summary exposure values of risk factors were retrieved from the Global Burden of Disease 2019. The average annual percent change (AAPC) of incidence and mortality was calculated. Additionally, generalized additive models were applied to explore the non-linear associations between the levels and changes in the Human Development Index and AAPC. RESULTS Global pancreatic cancer incidence increased during various periods from 1990 to 2019, particularly in adults aged <45 years from 2010 to 2019, at an average annual increase rate of 0.7% (95% confidence interval: 0.4-1.0%). The AAPC of early-onset pancreatic cancer incidence from 2010 to 2019 was negatively correlated with Human Development Index levels in both 2010 and 2019 but positively correlated with Human Development Index acceleration. Significant increases in early-onset pancreatic cancer incidence were observed over this period in 32 of 88 countries, primarily in South America, North America, Oceania, and Africa. Early-onset pancreatic cancer mortality attributed to high body mass index and fasting plasma glucose increased, while that attributed to tobacco use declined. CONCLUSIONS An increasing trend has emerged in the global incidence and burden of early-onset pancreatic cancer over the last few decades. This rise may partly be attributed to global epidemics of high body mass index and fasting plasma glucose.
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Affiliation(s)
- J Cai
- Department of Hospital Infection Control, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China; Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - B Lu
- Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China; Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - H Chen
- Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - M Lu
- Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - Y Zhang
- Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China; Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - C Luo
- Medical Research Center, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China; Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - L You
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China
| | - M Dai
- Department of Cancer Epidemiology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Y Zhao
- Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100730, China.
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Nakamura H, Fukuda M, Matsuda A, Makino N, Kimura H, Ohtaki Y, Nawa Y, Oyama S, Suzuki Y, Kobayashi T, Ishizawa T, Kakizaki Y, Ueno Y. Differentiating localized autoimmune pancreatitis and pancreatic ductal adenocarcinoma using endoscopic ultrasound images with deep learning. DEN OPEN 2024; 4:e344. [PMID: 38434146 PMCID: PMC10908399 DOI: 10.1002/deo2.344] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Revised: 01/29/2024] [Accepted: 02/10/2024] [Indexed: 03/05/2024]
Abstract
Objectives Localized autoimmune pancreatitis is difficult to differentiate from pancreatic ductal adenocarcinoma on endoscopic ultrasound images. In recent years, deep learning methods have improved the diagnosis of diseases. Hence, we developed a special cross-validation framework to search for effective methodologies of deep learning in distinguishing autoimmune pancreatitis from pancreatic ductal adenocarcinoma on endoscopic ultrasound images. Methods Data from 24 patients diagnosed with localized autoimmune pancreatitis (8751 images) and 61 patients diagnosed with pancreatic ductal adenocarcinoma (20,584 images) were collected from 2016 to 2022. We applied transfer learning to a convolutional neural network called ResNet152, together with our innovative imaging method contributing to data augmentation and temporal data process. We divided patients into five groups according to different factors for 5-fold cross-validation, where the ordered and balanced datasets were created for the performance evaluations. Results ResNet152 surpassed the endoscopists in all evaluation metrics with almost all datasets. Interestingly, when the dataset is balanced according to the factor of the endoscopists' diagnostic accuracy, the area under the receiver operating characteristic curve and accuracy were highest at 0.85 and 0.80, respectively. Conclusions It is deduced that image features useful for ResNet152 correlate with those used by endoscopists for their diagnoses. This finding may contribute to sample-efficient dataset preparation to train convolutional neural networks for endoscopic ultrasonography-imaging diagnosis.
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Affiliation(s)
- Hitomi Nakamura
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Motohisa Fukuda
- Department of ScienceFaculty of ScienceYamagata UniversityYamagataJapan
| | - Akiko Matsuda
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Naohiko Makino
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | | | - Yu Ohtaki
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Yoshihito Nawa
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Soushi Oyama
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Yuya Suzuki
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Toshikazu Kobayashi
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Tetsuya Ishizawa
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Yasuharu Kakizaki
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
| | - Yoshiyuki Ueno
- Department of GastroenterologyFaculty of MedicineYamagata UniversityYamagataJapan
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Frendi S, Martineau C, Cazier H, Nicolle R, Chassac A, Albuquerque M, Raffenne J, Le Faouder J, Paradis V, Cros J, Couvelard A, Rebours V. Role of the fatty pancreatic infiltration in pancreatic oncogenesis. Sci Rep 2024; 14:6582. [PMID: 38503902 PMCID: PMC10951200 DOI: 10.1038/s41598-024-57294-6] [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] [Accepted: 03/16/2024] [Indexed: 03/21/2024] Open
Abstract
Although pancreatic precancerous lesions are known to be related to obesity and fatty pancreatic infiltration, the mechanisms remain unclear. We assessed the role of fatty infiltration in the process of pancreatic oncogenesis and obesity. A combined transcriptomic, lipidomic and pathological approach was used to explore neoplastic transformations. Intralobular (ILF) and extralobular (ELF) lipidomic profiles were analyzed to search for lipids associated with pancreatic intraepithelial neoplasia (PanINs) and obesity; the effect of ILF and ELF on acinar tissue and the histopathological aspects of pancreatic parenchyma changes in obese (OB) and non-obese patients. This study showed that the lipid composition of ILF was different from that of ELF. ILF was related to obesity and ELF-specific lipids were correlated to PanINs. Acinar cells were shown to have different phenotypes depending on the presence and proximity to ILF in OB patients. Several lipid metabolic pathways, oxidative stress and inflammatory pathways were upregulated in acinar tissue during ILF infiltration in OB patients. Early acinar transformations, called acinar nodules (AN) were linked to obesity but not ELF or ILF suggesting that they are the first reversible precancerous pancreatic lesions to occur in OB patients. On the other hand, the number of PanINs was higher in OB patients and was positively correlated to ILF and ELF scores as well as to fibrosis. Our study suggests that two types of fat infiltration must be distinguished, ELF and ILF. ILF plays a major role in acinar modifications and the development of precancerous lesions associated with obesity, while ELF may play a role in the progression of PDAC.
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Affiliation(s)
- Sonia Frendi
- Inflammation Research Center (CRI), INSERM, U1149, Paris-Cité University, 75018, Paris, France
| | - Chloé Martineau
- Pancreatology and digestive oncology Department - DMU Digest, Beaujon Hospital, AP-HP, Paris-Cité University, 100 Boulevard du Général Leclerc, 92110, Clichy, France
| | - Hélène Cazier
- Inflammation Research Center (CRI), INSERM, U1149, Paris-Cité University, 75018, Paris, France
| | - Rémy Nicolle
- INSERM U1149, CNRS ERL 8252, Inflammation Research Center (CRI), Paris-Cité University, 75018, Paris, France
| | - Anaïs Chassac
- Pathology Department, Bichat Hospital, AP-HP, Paris-Cité University, Paris, France
| | - Miguel Albuquerque
- Inflammation Research Center (CRI), INSERM, U1149, Paris-Cité University, 75018, Paris, France
- Pathology Department, FHU MOSAIC, AP-HP, Beaujon Hospital, Clichy, France
| | | | - Julie Le Faouder
- Inflammation Research Center (CRI), INSERM, U1149, Paris-Cité University, 75018, Paris, France
| | - Valérie Paradis
- Inflammation Research Center (CRI), INSERM, U1149, Paris-Cité University, 75018, Paris, France
- Pathology Department, FHU MOSAIC, AP-HP, Beaujon Hospital, Clichy, France
| | - Jérôme Cros
- Inflammation Research Center (CRI), INSERM, U1149, Paris-Cité University, 75018, Paris, France
- Pathology Department, FHU MOSAIC, AP-HP, Beaujon Hospital, Clichy, France
| | - Anne Couvelard
- Inflammation Research Center (CRI), INSERM, U1149, Paris-Cité University, 75018, Paris, France
- Pathology Department, Bichat Hospital, AP-HP, Paris-Cité University, Paris, France
| | - Vinciane Rebours
- Inflammation Research Center (CRI), INSERM, U1149, Paris-Cité University, 75018, Paris, France.
- Pancreatology and digestive oncology Department - DMU Digest, Beaujon Hospital, AP-HP, Paris-Cité University, 100 Boulevard du Général Leclerc, 92110, Clichy, France.
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Chen RH, Cao JY, Feng S, Huang HT, Lin YM, Jiang JY, Yi XW, Ling Q. Integrated chromosomal instability and tumor microbiome redefined prognosis-related subtypes of pancreatic cancer. Hepatobiliary Pancreat Dis Int 2024:S1499-3872(24)00041-9. [PMID: 38556382 DOI: 10.1016/j.hbpd.2024.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 03/11/2024] [Indexed: 04/02/2024]
Abstract
BACKGROUND Pancreatic cancer is a common malignancy with poor prognosis and limited treatment. Here we aimed to investigate the role of host chromosomal instability (CIN) and tumor microbiome in the prognosis of pancreatic cancer patients. METHODS One hundred formalin-fixed paraffin-embedded (FFPE) pancreatic cancer samples were collected. DNA extracted from FFPE samples were analyzed by low-coverage whole-genome sequencing (WGS) via a customized bioinformatics workflow named ultrasensitive chromosomal aneuploidy detector. RESULTS Samples are tested according to the procedure of ultrasensitive chromosomal aneuploidy detector (UCAD). We excluded 2 samples with failed quality control, 1 patient lost to follow-up and 6 dead in the perioperative period. The final 91 patients were admitted for the following analyses. Thirteen (14.3%) patients with higher CIN score had worse overall survival (OS) than those with lower CIN score. The top 20 microbes in pancreatic cancer samples included 15 species of bacteria and 5 species of viruses. Patients with high human herpesvirus (HHV)-7 and HHV-5 DNA reads exhibited worse OS. Furthermore, we classified 91 patients into 3 subtypes. Patients with higher CIN score (n =13) had the worst prognosis (median OS 6.9 mon); patients with lower CIN score but with HHV-7/5 DNA load (n = 24) had worse prognosis (median OS 10.6 mon); while patients with lower CIN score and HHV-7/5 DNA negative (n = 54) had the best prognosis (median OS 21.1 mon). CONCLUSIONS High CIN and HHV-7/5 DNA load were associated with worse survival of pancreatic cancer. The novel molecular subtypes of pancreatic cancer based on CIN and microbiome had prognostic value.
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Affiliation(s)
- Rui-Han Chen
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Jia-Ying Cao
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Shi Feng
- Department of Pathology, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China
| | - Hai-Tao Huang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China; Department of Surgery, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai 200072, China
| | - Yi-Mou Lin
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Jing-Yu Jiang
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Xue-Wen Yi
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China
| | - Qi Ling
- Department of Hepatobiliary and Pancreatic Surgery, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China; NHC Key Laboratory of Combined Multi-organ Transplantation, Hangzhou 310003, China; State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, the First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310003, China.
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Yan T, Wang L. Discovering ferroptosis-associated tumor antigens and ferroptosis subtypes in pancreatic adenocarcinoma to facilitate mRNA vaccine development. Heliyon 2024; 10:e27194. [PMID: 38463885 PMCID: PMC10923709 DOI: 10.1016/j.heliyon.2024.e27194] [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: 11/15/2023] [Revised: 02/25/2024] [Accepted: 02/26/2024] [Indexed: 03/12/2024] Open
Abstract
Pancreatic adenocarcinoma (PAAD) is an aggressive, heterogeneous malignancy. We studied the potential of ferroptosis-related tumor vaccines for PAAD treatment. Ferroptosis-related genes, gene expression profiles, and clinical information were extracted from the FerrDB, UCSC Xena, and International Cancer Genome Consortium databases. Differential expression levels and prognostic indices were calculated, genetic alterations and correlations with immune-infiltrating cells were explored, and consensus clustering analysis was performed to identify ferroptosis subtypes and gene modules. Immune enrichment scores were calculated using gene set enrichment analysis, and gene modules were screened using weighted gene co-expression network analysis. The ferroptosis subtype distribution was visualized using graph learning-based dimensionality reduction analysis of the Monocle package with a Gaussian distribution. We identified four ferroptosis-related tumor antigens, AGPS, KDM5A, NRAS, and OSBPL9, which were associated with pancreatic cancer prognosis and antigen-presenting cell infiltration. We determined three minor ferroptosis subtypes, with different clinical prognosis and tumor immune status. Of the subtypes, FS3 may be more suitable for mRNA therapy. We constructed a PAAD ferroptosis landscape to identify the ferroptosis status of patients and predict their prognosis. Finally, we found that the eigengene of the green module was an independent prognostic factor, with a significantly better prognosis in the high-score group than in the low-score group. In conclusion, we identified four ferroptosis-related genes as targets for mRNA vaccines and three ferroptosis subtypes, providing a theoretical basis for the anti-PAAD mRNA vaccine and defining suitable patients for vaccination.
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Affiliation(s)
- Ting Yan
- Department of General Surgery, Second Affiliated People's Hospital, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian, China
| | - Lingxiang Wang
- Department of General Surgery, Second Xiangya Hospital, Central South University, Changsha, Hunan, China
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37
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Chiang CH, Chiang CH, Hsia YP, Chen BS, Jaroenlapnopparat A, Chiang CH, Peng CM. The Efficacy of Cationic Amphiphilic Antihistamines on Outcomes of Patients with Pancreatic Ductal Adenocarcinoma. J Gastrointest Cancer 2024; 55:175-177. [PMID: 37707624 DOI: 10.1007/s12029-023-00969-6] [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] [Accepted: 09/06/2023] [Indexed: 09/15/2023]
Abstract
BACKGROUND Cationic amphiphilic H1-antihistamines have demonstrated antitumor effects in preclinical studies. We conducted a retrospective cohort study to investigate their impact on patients with pancreatic adenocarcinoma (PDAC). METHODS We performed a matched cohort study involving PDAC patients from two tertiary centers in Taiwan using criteria including age, sex, and cancer stage. The primary outcome was overall survival (OS), and the secondary outcomes were progression-free survival (PFS) and objective response rates (ORR). RESULTS We matched 28 cationic amphiphilic antihistamine users with 56 non-cationic amphiphilic antihistamine users. Cationic amphiphilic antihistamine users showed significantly longer OS (median 16.4 [IQR, 2.8 - 89.0] vs.5.8 [IQR, 2.0 - 9.8] months; p<0.001) and PFS (median 12.2 [IQR, 2.2 - 83.3] vs. 5.2 [IQR, 1.7 - 8.4] months; p=0.002) compared to non-users. In the Cox proportional hazard models, the use of cationic amphiphilic antihistamines was associated with approximately 60% lower risk of all-cause mortality and disease progression. Additionally, cationic amphiphilic antihistamine users exhibited a significantly greater ORR than non-users (39% vs. 7%, p=0.004). CONCLUSION Our study suggests that cationic amphiphilic antihistamines are associated with improved survival outcomes in PDAC patients.
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Affiliation(s)
- Cho-Han Chiang
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, 330 Mt Auburn St, Cambridge, MA, 02138, USA.
| | - Cho-Hung Chiang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Yuan Ping Hsia
- Department of Family Medicine, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan
| | | | - Aunchalee Jaroenlapnopparat
- Department of Medicine, Mount Auburn Hospital, Harvard Medical School, 330 Mt Auburn St, Cambridge, MA, 02138, USA
| | - Cho-Hsien Chiang
- London School of Hygiene & Tropical Medicine, London, UK
- Department of Environmental and Occupational Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Cheng-Ming Peng
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan.
- Da Vinci Minimally Invasive Surgery Center, Chung Shan Medical University Hospital, No.110, Sec.1, Jianguo N.Rd., Taichung, 40201, Taiwan.
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Ribelles N, Pascual J, Galvez-Carvajal L, Ruiz-Medina S, Garcia-Corbacho J, Benitez JC, Dominguez-Recio ME, Torres E, Oliva L, Zalabardo M, Rueda A, Alba E. Increasing Annual Cancer Incidence in Patients Age 20-49 Years: A Real-Data Study. JCO Glob Oncol 2024; 10:e2300363. [PMID: 38513186 DOI: 10.1200/go.23.00363] [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: 09/27/2023] [Revised: 01/05/2024] [Accepted: 02/05/2024] [Indexed: 03/23/2024] Open
Abstract
PURPOSE Data from population-based studies have shown an increased incidence of certain types of neoplasms in patients younger than 50 years (early-onset cancer [EOC]); however, little information is derived from other real-world data sources. In a nonpopulation registry, we analyzed changes in the incidence of several neoplasms in successive generations. METHODS This cross-sectional study included all patients with a cancer diagnosis registered in one university hospital in Málaga, Spain, between 1998 and 2021, and 18 neoplasms were analyzed. For each neoplasm, the proportion of patients younger than 50 years and age 50 years and older (late-onset cancer [LOC]) of the total number of patients diagnosed each year was determined. In addition, the age limit was lowered to 45-40 years. Changes in these proportions between each year and the following year were assessed by calculating the annual percentage change (APC), and a final assessment of these changes was performed by determining the average APC (AAPC). RESULTS Of the 24,596 patients, 5,466 (22.2%) had EOC, and 19,130 (77.8%) had LOC. The incidence of all tumors increased throughout the study period in both age groups. The AAPC increase was higher in patients with EOC than in those with LOC for the following neoplasms: head and neck (6.1% v 4.6%), colon (11.0% v 8.2%), testicular (16.3% v -13.1%), non-Hodgkin lymphoma (8.4% v 5.9%), rectum (16.1% v 6.8%), kidney (27.8% v 20.1%), and sarcoma (43.4% v 28.6%). This increase was confirmed in patients younger than 45 years and 40 years. CONCLUSION Our results are consistent with the data published for most tumor sites analyzed. This global public health problem requires the utmost attention to decrease excess cancer in young patients.
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Affiliation(s)
- Nuria Ribelles
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Javier Pascual
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
- Oncology Biomedical Research National Network (CIBERONC-ISCIII), Madrid, Spain
| | - Laura Galvez-Carvajal
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Sofía Ruiz-Medina
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Javier Garcia-Corbacho
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Jose Carlos Benitez
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Maria Emilia Dominguez-Recio
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Esperanza Torres
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Lucia Oliva
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Manuel Zalabardo
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Antonio Rueda
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
| | - Emilio Alba
- Medical Oncology Intercenter Unit, Regional and Virgen de la Victoria University Hospitals, IBIMA, Malaga, Spain
- Oncology Biomedical Research National Network (CIBERONC-ISCIII), Madrid, Spain
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Debernardi S, Liszka L, Ntala C, Steiger K, Esposito I, Carlotti E, Baker A, McDonald S, Graham T, Dmitrovic B, Feakins RM, Crnogorac‐Jurcevic T. Molecular characteristics of early-onset pancreatic ductal adenocarcinoma. Mol Oncol 2024; 18:677-690. [PMID: 38145461 PMCID: PMC10920080 DOI: 10.1002/1878-0261.13576] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 12/01/2023] [Accepted: 12/22/2023] [Indexed: 12/26/2023] Open
Abstract
The median age of patients with pancreatic ductal adenocarcinoma (PDAC) at diagnosis is 71 years; however, around 10% present with early-onset pancreatic cancer (EOPC), i.e., before age 50. The molecular mechanisms underlying such an early onset are unknown. We assessed the role of common PDAC drivers (KRAS, TP53, CDKN2A and SMAD4) and determined their mutational status and protein expression in 90 formalin-fixed, paraffin-embedded tissues, including multiple primary and matched metastases, from 37 EOPC patients. KRAS was mutated in 88% of patients; p53 was altered in 94%, and p16 and SMAD4 were lost in 86% and 71% of patients, respectively. Meta-synthesis showed a higher rate of p53 alterations in EOPC than in late-onset PDAC (94% vs. 69%, P = 0.0009) and significantly higher loss of SMAD4 (71% vs. 44%, P = 0.0025). The majority of EOPC patients accumulated aberrations in all four drivers; in addition, high tumour heterogeneity was observed across all tissues. The cumulative effect of an exceptionally high rate of alterations in all common PDAC driver genes combined with high tumour heterogeneity suggests an important mechanism underlying the early onset of PDAC.
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Affiliation(s)
- Silvana Debernardi
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer InstituteQueen Mary University of LondonUK
| | - Lukasz Liszka
- Department of Pathomorphology and Molecular DiagnosticsMedical University of SilesiaKatowicePoland
| | | | - Katja Steiger
- Institute of Pathology, School of Medicine and HealthTechnical University of MunichGermany
| | - Irene Esposito
- Institute of PathologyHeinrich‐Heine University and University Hospital of DusseldorfGermany
| | - Emanuela Carlotti
- Centre for Tumour Biology, Barts Cancer InstituteQueen Mary University of LondonUK
| | - Ann‐Marie Baker
- Centre for Tumour Biology, Barts Cancer InstituteQueen Mary University of LondonUK
| | - Stuart McDonald
- Centre for Tumour Biology, Barts Cancer InstituteQueen Mary University of LondonUK
| | - Trevor Graham
- Centre for Tumour Biology, Barts Cancer InstituteQueen Mary University of LondonUK
| | - Branko Dmitrovic
- Department of Pathology and Forensic MedicineClinical Hospital Center OsijekCroatia
| | - Roger M. Feakins
- Department of Cellular PathologyRoyal Free London NHS Foundation TrustUK
| | - Tatjana Crnogorac‐Jurcevic
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer InstituteQueen Mary University of LondonUK
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Huang J, Chan SC, Lok V, Zhang L, Lucero-Prisno DE, Xu W, Zheng ZJ, Elcarte E, Withers M, Wong MCS. Global burden, risk factors, and trends of non-Hodgkin lymphoma: A worldwide analysis of cancer registries. Cancer Med 2024; 13:e7056. [PMID: 38477498 DOI: 10.1002/cam4.7056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 01/30/2024] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
BACKGROUND Non-Hodgkin lymphoma (NHL) accounts for 90% of all malignant lymphomas. This study aimed to evaluate the global incidence, mortality, associated risk factors, and temporal trends of NHL by sex, age, and country. METHODS Data from 185 countries globally were used for analysis. NHL incidence and mortality were collected via the GLOBOCAN (2020), CI5 series I-X, WHO mortality database, the Nordic Cancer Registries, and the SEER Program. The WHO Global Health Observatory provided country-level, age-standardized prevalence of lifestyle and metabolic risk factors. Trends were examined and reported based on average annual percentage change (AAPC) calculated using Joinpoint regression analysis. Incidence and AAPC are based on data for the last 10 years across countries. RESULTS Globally, age-standardized incidence and mortality rates for NHL were recorded at 5.8 and 2.6 per 100,000 individuals, respectively. At country-level, NHL incidence was significantly associated with various factors, including HDI (Human Development Index), GDP per capita, prevalence of tobacco and alcohol consumption, sedentary lifestyle, obesity, hypertension, diabetes and hypercholesterolaemia. Rising trend in NHL incidence was observed, with the highest increase recorded in Estonia (AAPCmale = 4.15, AAPCfemale = 5.14), Belarus (AAPCfemale = 5.13), and Lithuania (AAPCfemale = 4.68). While overall NHL mortality has been decreasing, certain populations experienced increased mortality over the decade. In Thailand, AAPC for mortality was 31.28% for males and 30.26% for females. Estonia saw an AAPC of 6.46% for males, while Slovakia experienced an AAPC of 4.24% for females. Colombia's AAPC was 1.29% for males and 1.51% for females. CONCLUSIONS This study indicates a rising trend of NHL incidence over the past decade- particularly in developed countries, older males, and younger populations. Further research should investigate deeper insights into specific etiology and prognosis of NHL across subtypes, and potential contributors towards these epidemiologic trends.
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Affiliation(s)
- Junjie Huang
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong SAR, China
- Centre for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Sze Chai Chan
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Veeleah Lok
- Department of Global Public Health, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Lin Zhang
- Suzhou Industrial Park Monash Research Institute of Science and Technology, Suzhou, China
- The School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Don Eliseo Lucero-Prisno
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK
| | - Wanghong Xu
- School of Public Health, Fudan University, Shanghai, China
| | - Zhi-Jie Zheng
- Department of Global Health, School of Public Health, Peking University, Beijing, China
| | | | - Mellissa Withers
- Department of Population and Health Sciences, Institute for Global Health, University of Southern California, Los Angeles, California, USA
| | - Martin C S Wong
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong SAR, China
- Centre for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
- Department of Global Health, School of Public Health, Peking University, Beijing, China
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Brandi N, Renzulli M. Towards a Simplified and Cost-Effective Diagnostic Algorithm for the Surveillance of Intraductal Papillary Mucinous Neoplasms (IPMNs): Can We Save Contrast for Later? Cancers (Basel) 2024; 16:905. [PMID: 38473267 DOI: 10.3390/cancers16050905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 03/14/2024] Open
Abstract
The increased detection of pancreatic cysts in recent years has triggered extensive diagnostic investigations to clarify their potential risk of malignancy, resulting in a large number of patients undergoing numerous imaging follow-up studies for many years. Therefore, there is a growing need for optimization of the current surveillance protocol to reduce both healthcare costs and waiting lists, while still maintaining appropriate sensibility and specificity. Imaging is an essential tool for evaluating patients with intraductal papillary mucinous neoplasms (IPMNs) since it can assess several predictors for malignancy and thus guide further management recommendations. Although contrast-enhanced magnetic resonance imaging (MRI) with magnetic resonance cholangiopancreatography (MRCP) has been widely recommended by most international guidelines, recent results support the use of unenhanced abbreviated-MRI (A-MRI) protocols as a surveillance tool in patients with IPMN. In fact, A-MRI has shown high diagnostic performance in malignant detection, with high sensitivity and specificity as well as excellent interobserver agreement. The aim of this paper is, therefore, to discuss the current available evidence on whether the implementation of an abbreviated-MRI (A-MRI) protocol for cystic pancreatic lesion surveillance could improve healthcare economics and reduce waiting lists in clinical practice without significantly reducing diagnostic accuracy.
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Affiliation(s)
- Nicolò Brandi
- Department of Radiology, Alma Mater Studiorum University of Bologna, 40138 Bologna, Italy
- Department of Radiology, AUSL Romagna, 48018 Faenza, Italy
| | - Matteo Renzulli
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy
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Sun Y, Wang X, Yao L, He R, Man C, Fan Y. Construction and validation of a RARRES3-based prognostic signature related to the specific immune microenvironment of pancreatic cancer. Front Oncol 2024; 14:1246308. [PMID: 38375157 PMCID: PMC10876156 DOI: 10.3389/fonc.2024.1246308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Accepted: 01/16/2024] [Indexed: 02/21/2024] Open
Abstract
Background Tumor immune microenvironment (TiME) is prognostically instructive in Pancreatic adenocarcinoma (PAAD). However, the potential value of TiME-related genes in the individualized immunotherapy of PAAD has not been clarified. Methods Correlation between Immune-Related Genes (IRGs) and immune-related transcription factors (TFs) was performed to prove the immune correlation of selected genes. Immune-related molecular subtypes were identified by consensus clustering. The TiME-score, an immune microenvironment-related prognostic signature for PAAD, was constructed using minimum absolute contraction and selection operator regression (Lasso-Cox). The International Cancer Genome Consortium (ICGC) dataset validated the reliability of TiME-score as external validation. Single-cell samples from GSE197177 confirmed microenvironment differences of TiME-score hub genes between tumor and its paracancer tissues. Then, RARRES3, a hub gene in TiME-score, was further analyzed about its upstream TP53 mutation and the specific immune landscape of itself in transcriptome and Single-cell level. Eventually, TiME-score were validated in different therapeutic cohorts of PAAD mice models. Results A 14-genes PAAD immune-related risk signature, TiME-score, was constructed based on IRGs. The differences of TiME-score hub genes in single-cell samples of PAAD cancer tissues and adjacent tissues were consistent with the transcriptome. Single-cell samples of cancer tissues showed more pronounced immune cell infiltration. The upstream mutation factor TP53 of RARRES3 was significantly enriched in immune-related biological processes. High RARRES3 expression was correlated with a worse prognosis and high macrophages M1 infiltration. Additionally, the immunohistochemistry of hub genes AGT, DEFB1, GH1, IL20RB, and TRAF3 in different treatment cohorts of mice PAAD models were consistent with the predicted results. The combination of immunotherapy, chemotherapy and targeted therapy has shown significantly better therapeutic effects than single drug therapy in PAAD. Conclusion TiME-score, as a prognostic signature related to PAAD-specific immune microenvironment constructed based on RARRES3, has predictive value for prognosis and the potential to guide individualized immunotherapy for PAAD patients.
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Affiliation(s)
- Yimeng Sun
- Cancer Institute, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Xiaoyan Wang
- Department of Gastroenterology, Suqian First People’s Hospital, Suqian, Jiangsu, China
| | - Lin Yao
- Cancer Institute, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Rong He
- Cancer Institute, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Changfeng Man
- Cancer Institute, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
| | - Yu Fan
- Cancer Institute, Affiliated People’s Hospital of Jiangsu University, Zhenjiang, Jiangsu, China
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Chandana SR, Woods LM, Maxwell F, Gandolfo R, Bekaii-Saab T. Risk factors for early-onset pancreatic ductal adenocarcinoma: A systematic literature review. Eur J Cancer 2024; 198:113471. [PMID: 38154392 DOI: 10.1016/j.ejca.2023.113471] [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: 09/11/2023] [Revised: 11/27/2023] [Accepted: 11/30/2023] [Indexed: 12/30/2023]
Abstract
BACKGROUND Emerging cancer trends suggest an increase in pancreatic cancer incidence in individuals younger than its typical age of onset, potentially reflecting changes in population exposures and lifestyles. PATIENTS AND METHODS We conducted a PRISMA-standard systematic literature review to identify non-heritable risk factors for early-onset pancreatic ductal adenocarcinoma (PDAC) (PROSPERO number: CRD42022299397). Systematic searches of MEDLINE and Embase bibliographic databases were performed (January 2022), and publications were screened against predetermined eligibility criteria; data were extracted using standardised data fields. The STROBE checklist was used to assess the completeness of reporting as a proxy for publication quality. Data were categorised by risk factor and analysed descriptively. RESULTS In total, 24 publications were included. All publications reported observational study data; thresholds for age group comparisons ranged between 40 and 65 years. Lifestyle factors investigated included smoking, alcohol consumption, obesity, physical inactivity, meat intake, socioeconomic status and geographical residence. Clinical factors investigated included pancreatitis, diabetes/insulin resistance, prior cancer and cancer stage at diagnosis, hepatitis B infection, metabolic syndrome and long-term proton pump inhibitor exposure. Publication STROBE scores were 6-21 (maximum, 22). Eight studies reported results adjusted for confounders. Potential non-heritable risk factors for early-onset PDAC that warrant further investigation included smoking, alcohol consumption, pancreatitis and hepatitis B infection. CONCLUSION Evidence for non-heritable risk factors for early-onset PDAC is heterogeneous, but four factors were identified that might aid the identification of at-risk individuals who may benefit from screening and risk reduction strategies.
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Affiliation(s)
- Sreenivasa R Chandana
- Department of Gastrointestinal Medical Oncology, The Cancer and Hematology Centers, Grand Rapids, MI, USA.
| | - Laura M Woods
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle, UK
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Tavakkoli A, Beauchamp A, Prasad T, Zhu H, Singal AG, Elmunzer BJ, Kubiliun NM, Kwon RS, Hughes AE, Pruitt SL. Accessibility to ERCP-performing hospitals among patients with pancreatic cancer living in SEER regions. Cancer Med 2024; 13:e7020. [PMID: 38400670 PMCID: PMC10891451 DOI: 10.1002/cam4.7020] [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: 10/12/2023] [Revised: 01/15/2024] [Accepted: 02/02/2024] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND AND AIMS The two most common interventions used to treat painless jaundice from pancreatic cancer are endoscopic retrograde cholangiopancreatography (ERCP) and percutaneous transhepatic biliary drainage (PTBD). Our study aimed to characterize the geographic distribution of ERCP-performing hospitals among patients with pancreatic cancer in the United States and the association between geographic accessibility to ERCP-performing hospitals and biliary interventions patients receive. METHODS This is a retrospective cohort study using the Surveillance, Epidemiology, and End Results (SEER)-Medicare database for pancreatic cancer from 2005 to 2013. Multilevel models were used to examine the association between accessibility to ERCP hospitals within a 30- and 45-min drive from the patient's residential ZIP Code and the receipt of ERCP treatment. A two-step floating catchment area model was used to calculate the measure of accessibility based on the distribution across SEER regions. RESULTS 7464 and 782 patients underwent ERCP and PTBD, respectively, over the study period. There were 808 hospitals in which 8246 patients diagnosed with pancreatic cancer in SEER regions from 2005 to 2013 received a procedure. Patients with high accessibility within both 30- and 45-min drive to an ERCP-performing hospital were more likely to receive an ERCP (30-min adjusted odds ratio [aOR]: 1.53, 95% confidence interval [CI]: 1.17-2.01; 45-min aOR: 1.31, 95% CI: 1.01-1.70). Furthermore, in the adjusted model, Black patients (vs. White) and patients with stage IV disease were less likely to receive ERCP than PTBD. CONCLUSIONS Patients with pancreatic cancer and high accessibility to an ERCP-performing hospital were more likely to receive ERCP. Disparities in the receipt of ERCP persisted for Black patients regardless of their access to ERCP-performing hospitals.
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Affiliation(s)
- Anna Tavakkoli
- Division of Gastroenterology & Liver Diseases, Department of MedicineUniversity of Texas Southwestern Medical CenterDallasTexasUSA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical CenterDallasTexasUSA
| | - Alaina Beauchamp
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical CenterDallasTexasUSA
| | - Tanushree Prasad
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical CenterDallasTexasUSA
| | - Hong Zhu
- Department of Public Health SciencesUniversity of Virginia School of MedicineCharlottesvilleVirginiaUSA
| | - Amit G. Singal
- Division of Gastroenterology & Liver Diseases, Department of MedicineUniversity of Texas Southwestern Medical CenterDallasTexasUSA
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical CenterDallasTexasUSA
| | - B. Joseph Elmunzer
- Division of Gastroenterology and Hepatology, Department of MedicineMedical University of South CarolinaCharlestonSouth CarolinaUSA
| | - Nisa M. Kubiliun
- Division of Gastroenterology & Liver Diseases, Department of MedicineUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Richard S. Kwon
- Division of Gastroenterology, Department of Internal MedicineUniversity of MichiganAnn ArborMichiganUSA
| | - Amy E. Hughes
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical CenterDallasTexasUSA
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical CenterDallasTexasUSA
| | - Sandi L. Pruitt
- Harold C. Simmons Comprehensive Cancer Center, University of Texas Southwestern Medical CenterDallasTexasUSA
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical CenterDallasTexasUSA
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Huang J, Chan SC, Ko S, Lok V, Zhang L, Lin X, Lucero-Prisno DE, Xu W, Zheng ZJ, Elcarte E, Withers M, Wong MCS. Disease burden, risk factors, and temporal trends of eye cancer: A global analysis of cancer registries. Clin Exp Ophthalmol 2024. [PMID: 38281507 DOI: 10.1111/ceo.14353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 12/15/2023] [Accepted: 12/22/2023] [Indexed: 01/30/2024]
Abstract
BACKGROUND This study aims to investigate the global disease burden, risk factors, and temporal trends of eye cancer by sex and age group. METHODS Databases including Cancer Incidence in Five Continents volumes I-XI, the Nordic Cancer Registries, the Surveillance, Epidemiology, and End Results Program and the WHO IARC mortality database were accessed to extract incidence and mortality data. Joinpoint regression analyses were conducted to evaluate the Average Annual Percentage Change of the incidence and mortality. RESULTS The age-standardised rates of eye cancer incidence and mortality were 0.49 and 0.08 globally in 2020. Higher incidence rates were observed in Sub-Saharan Africa (ASR = 4.06), Western Europe (ASR = 0.89), and Northern Europe (ASR = 0.84), but higher mortality was observed only in Sub-Saharan Africa (ASR = 1.59). Lower HDI, higher prevalence of UV exposure and lower prevalence of several lifestyle habits and metabolic syndromes were associated with higher incidence and mortality. There was an overall stable incidence trend and a decreasing mortality trend. Notably, all countries reporting decreasing trend in mortality were in the Asian or European region. CONCLUSIONS Although higher incidence was observed in both African and European regions, only the Sub-Saharan Africa region reported high mortality, indicating inequity in the access of healthcare and treatment resource. Higher prevalence of UV exposure was associated with both higher incidence and mortality. Education should be provided to increase the awareness of eye protection. An overall declining mortality trend was found, but it was limited to only Asian and European countries.
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Affiliation(s)
- Junjie Huang
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
- Centre for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Sze Chai Chan
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
| | - Samantha Ko
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
| | - Veeleah Lok
- Department of Global Public Health, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Lin Zhang
- Suzhou Industrial Park Monash Research Institute of Science and Technology, Suzhou, China
- The School of Public Health and Preventive Medicine, Monash University, Victoria, Australia
| | - Xu Lin
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Don Eliseo Lucero-Prisno
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK
| | - Wanghong Xu
- School of Public Health, Fudan University, Shanghai, China
| | - Zhi-Jie Zheng
- Department of Global Health, School of Public Health, Peking University, Beijing, China
| | - Edmar Elcarte
- College of Nursing, University of the Philippines, Manila, Philippines
| | - Mellissa Withers
- Department of Population and Health Sciences, Institute for Global Health, University of Southern California, Los Angeles, California, USA
| | - Martin C S Wong
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong, China
- Centre for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- School of Public Health, Fudan University, Shanghai, China
- Department of Global Health, School of Public Health, Peking University, Beijing, China
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He X, Xu Z, Ren R, Wan P, Zhang Y, Wang L, Han Y. A novel sphingolipid metabolism-related long noncoding RNA signature predicts the prognosis, immune landscape and therapeutic response in pancreatic adenocarcinoma. Heliyon 2024; 10:e23659. [PMID: 38173505 PMCID: PMC10761810 DOI: 10.1016/j.heliyon.2023.e23659] [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: 03/26/2023] [Revised: 11/23/2023] [Accepted: 12/09/2023] [Indexed: 01/05/2024] Open
Abstract
Sphingolipid metabolism affects prognosis and resistance to immunotherapy in patients with cancer and is an emerging target in cancer therapy with promising diagnostic and prognostic value. Long noncoding ribonucleic acids (lncRNAs) broadly regulate tumour-associated metabolic reprogramming. However, the potential of sphingolipid metabolism-related lncRNAs in pancreatic adenocarcinoma (PAAD) is poorly understood. In this study, coexpression algorithms were employed to identify sphingolipid metabolism-related lncRNAs. The least absolute shrinkage and selection operator (LASSO) algorithm was used to develop a sphingolipid metabolism-related lncRNA signature (SMLs). The prognostic predictive stability of the SMLs was validated using Kaplan-Meier. Univariate and multivariate Cox, receiver operating characteristic (ROC) and clinical stratification analyses were used to comprehensively assess the SMLs. Gene set variation analysis (GSVE), gene ontology (GO) and tumor mutation burden (TMB) analysis explored the potential mechanisms. Additionally, single sample gene set enrichment analysis (ssGSEA), ESTIMATE, immune checkpoints and drug sensitivity analysis were used to investigate the potential predictive function of the SMLs. Finally, an SMLs-based consensus clustering algorithm was utilized to differentiate patients and determine the suitable population for immunotherapy. The results showed that the SMLs consists of seven sphingolipid metabolism-related lncRNAs, which can well determine the clinical outcome of individuals with PAAD, with high stability and general applicability. In addition, the SMLs-based consensus clustering algorithm divided the TCGA-PAAD cohort into two clusters, with Cluster 1 showing better survival than Cluster 2. Additionally, Cluster 1 had a higher level of immune cell infiltration than Cluster 2, which combined with the higher levels of immune checkpoints in Cluster 1 suggests that Cluster 1 is more consistent with an immune 'hot tumor' profile and may respond better to immune checkpoint inhibitors (ICIs). This study offers new insights regarding the potential role of sphingolipid metabolism-related lncRNAs as biomarkers in PAAD. The constructed SMLs and the SMLs-based clustering are valuable tools for predicting clinical outcomes in PAAD and provide a basis for clinical selection of individualized treatments.
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Affiliation(s)
- Xiaolan He
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, China
| | - Zhengyang Xu
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, China
| | - Ruiping Ren
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, China
| | - Peng Wan
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, China
| | - Yu Zhang
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, China
| | - Liangliang Wang
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, China
| | - Ying Han
- Department of Chemoradiotherapy, The Affiliated People's Hospital of Ningbo University, Ningbo, China
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Feng Y, Yang J, Duan W, Cai Y, Liu X, Peng Y. LASSO-derived prognostic model predicts cancer-specific survival in advanced pancreatic ductal adenocarcinoma over 50 years of age: a retrospective study of SEER database research. Front Oncol 2024; 13:1336251. [PMID: 38288098 PMCID: PMC10822877 DOI: 10.3389/fonc.2023.1336251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Accepted: 12/26/2023] [Indexed: 01/31/2024] Open
Abstract
Background This study aimed to develop a prognostic model for patients with advanced ductal adenocarcinoma aged ≥50 years. Methods Patient information was extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Least absolute shrinkage and selection operator (LASSO) Cox regression analysis was performed to screen the model variables. Cases from Nanchang Central Hospital were collected for external validation. The new nomogram and the American Joint Committee on Cancer (AJCC) criteria were evaluated using integrated discrimination improvement (IDI) and net reclassification index (NRI) indicators. Survival curves presented the prognosis of the new classification system and AJCC criteria. Results In total, 17,621 eligible patients were included. Lasso Cox regression selected 4 variables including age, chemotherapy, radiotherapy and AJCC stage. The C-index of the training cohort was 0.721. The C-index value of the validation cohort was 0.729. The AUCs for the training cohorts at 1, 2, and 3 years were 0.749, 0.729, and 0.715, respectively. The calibration curves showed that the predicted and actual probabilities at 1, 2, and 3 years matched. External validation confirmed the model's outstanding predictive power. Decision curve analysis indicated that the clinical benefit of the nomogram was higher than that of the AJCC staging system. The model evaluation indices preceded the AJCC staging with NRI (1-year: 0.88, 2-year: 0.94, 3-year: 0.72) and IDI (1-year: 0.24, 2-year: 0.23, 3-year: 0.22). The Kaplan-Meier curves implied that the new classification system was more capable of distinguishing between patients at different risks. Conclusions This study established a prognostic nomogram and risk classification system for advanced pancreatic cancer in patients aged ≥50 years to provide a practical tool for the clinical management of patients with pancreatic ductal adenocarcinoma.
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Affiliation(s)
| | | | | | | | | | - Yong Peng
- Department of Hepatobiliary Pancreatic and Spleen Surgery, Nanchong Central Hospital, The Second Clinical Medical College, North Sichuan Medical College, Nanchong, China
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Li Z, Zhang X, Sun C, Li Z, Fei H, Zhao D. Global, regional, and national burdens of early onset pancreatic cancer in adolescents and adults aged 15-49 years from 1990 to 2019 based on the Global Burden of disease study 2019: A cross-sectional study. Int J Surg 2024; 110:01279778-990000000-00947. [PMID: 38215264 PMCID: PMC11020133 DOI: 10.1097/js9.0000000000001054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 12/21/2023] [Indexed: 01/14/2024]
Abstract
BACKGROUND Early-onset pancreatic cancer (EOPC) in younger populations (age≤50 y) is likely to be a more aggressive phenotype characterized by poor differentiation. The emerging analysis of the global burden of EOPC is limited and outdated. AIM To systematically investigate the burden and trend of EOPC based on global populations. METHODS In this systematic analysis based on the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2019, we present the number of cases, age-standardized rates (ASRs) per 100,000 population, and risk factors for 204 countries and territories. The average annual percentage changes (AAPCs) for the incidence, mortality, and disability-adjusted life-years (DALYs) of EOPC were calculated using joinpoint regression analysis. RESULTS According to the GBD 2019 estimates, there were 36,852 new cases of EOPC and 32,004 related deaths. East Asia had the highest number of cases, with 11,401 incidences and 10,149 deaths. The ASRs were 0.94 per 100,000 individuals for incidence and 0.81 per 100,000 for mortality. From 1990 to 2019, the age-standardized incidence increased by 46.9%, mortality increased by 44.6%, and DALYs increased by 41.9% globally. In trend analysis, the global incidence (AAPC, 1.26), mortality (AAPC, 1.24), and DALYs (AAPC, 1.25) of EOPC showed an increasing pattern. The ASRs of incidence, mortality, and DALYs of EOPC in Africa, America, and Asia exhibited a continuous upward trend, while the trend in Europe was fluctuating. Asian males exhibited the fastest growth in incidence (AAPC, 2.15) and mortality (AAPC, 2.13), whereas males in the Americas experienced the slowest increase in new cases (AAPC, 0.72) and deaths (AAPC, 0.67). A certain proportion of EOPC DALYs were attributable to known risk factors: tobacco smoking (13.3%), high body-mass index (BMI, 5.6%), and high fasting plasma glucose (FPG, 3.2%). Integrating the socio-demographic index (SDI), ASRs of incidence and mortality initially increased with rising SDI, reaching a peak in central Europe (1.5 per 100,000 CONCLUSIONS The findings offer valuable insights into the global distribution and magnitude of the EOPC burden. The burden is increasing at a rapid pace worldwide, particularly in Asia, and is notably high in central and eastern Europe. This highlights the need for additional preventive control efforts targeting high-risk populations.
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Affiliation(s)
| | | | | | | | | | - Dongbing Zhao
- Department of Pancreatic and Gastric Surgical Oncology, National Cancer Center/National Clinical Research for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, People’s Republic of China
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Fatemi N, Karimpour M, Bahrami H, Zali MR, Chaleshi V, Riccio A, Nazemalhosseini-Mojarad E, Totonchi M. Current trends and future prospects of drug repositioning in gastrointestinal oncology. Front Pharmacol 2024; 14:1329244. [PMID: 38239190 PMCID: PMC10794567 DOI: 10.3389/fphar.2023.1329244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 12/11/2023] [Indexed: 01/22/2024] Open
Abstract
Gastrointestinal (GI) cancers comprise a significant number of cancer cases worldwide and contribute to a high percentage of cancer-related deaths. To improve survival rates of GI cancer patients, it is important to find and implement more effective therapeutic strategies with better prognoses and fewer side effects. The development of new drugs can be a lengthy and expensive process, often involving clinical trials that may fail in the early stages. One strategy to address these challenges is drug repurposing (DR). Drug repurposing is a developmental strategy that involves using existing drugs approved for other diseases and leveraging their safety and pharmacological data to explore their potential use in treating different diseases. In this paper, we outline the existing therapeutic strategies and challenges associated with GI cancers and explore DR as a promising alternative approach. We have presented an extensive review of different DR methodologies, research efforts and examples of repurposed drugs within various GI cancer types, such as colorectal, pancreatic and liver cancers. Our aim is to provide a comprehensive overview of employing the DR approach in GI cancers to inform future research endeavors and clinical trials in this field.
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Affiliation(s)
- Nayeralsadat Fatemi
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mina Karimpour
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Hoda Bahrami
- Department of Molecular Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Vahid Chaleshi
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Andrea Riccio
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies (DiSTABiF), Università degli Studi della Campania “Luigi Vanvitelli”, Caserta, Italy
- Institute of Genetics and Biophysics (IGB) “Adriano Buzzati-Traverso”, Consiglio Nazionale delle Ricerche (CNR), Naples, Italy
| | - Ehsan Nazemalhosseini-Mojarad
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehdi Totonchi
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies (DiSTABiF), Università degli Studi della Campania “Luigi Vanvitelli”, Caserta, Italy
- Department of Genetics, Reproductive Biomedicine Research Center, Royan Institute for Reproductive Biomedicine, ACECR, Tehran, Iran
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Jiao JY, Cheng CS, Cao ZQ, Chen LY, Chen Z. Evidence-Based Dampness-Heat ZHENG (Syndrome) in Cancer: Current Progress toward Establishing Relevant Animal Model with Pancreatic Tumor. Chin J Integr Med 2024; 30:85-95. [PMID: 35723813 DOI: 10.1007/s11655-022-3675-8] [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] [Accepted: 02/14/2022] [Indexed: 11/30/2022]
Abstract
Cancer is one of the deadliest diseases affecting the health of human beings. With limited therapeutic options available, complementary and alternative medicine has been widely adopted in cancer management and is increasingly becoming accepted by both patients and healthcare workers alike. Chinese medicine characterized by its unique diagnostic and treatment system is the most widely applied complementary and alternative medicine. It emphasizes symptoms and ZHENG (syndrome)-based treatment combined with contemporary disease diagnosis and further stratifies patients into individualized medicine subgroups. As a representative cancer with the highest degree of malignancy, pancreatic cancer is traditionally classified into the "amassment and accumulation". Emerging perspectives define the core pathogenesis of pancreatic cancer as "dampness-heat" and the respective treatment "clearing heat and resolving dampness" has been demonstrated to prolong survival in pancreatic cancer patients, as has been observed in many other cancers. This clinical advantage encourages an exploration of the essence of dampness-heat ZHENG (DHZ) in cancer and investigation into underlying mechanisms of action of herbal formulations against dampness-heat. However, at present, there is a lack of understanding of the molecular characteristics of DHZ in cancer and no standardized and widely accepted animal model to study this core syndrome in vivo. The shortage of animal models limits the ability to uncover the antitumor mechanisms of herbal medicines and to assess the safety profile of the natural products derived from them. This review summarizes the current research on DHZ in cancer in terms of the clinical aspects, molecular landscape, and animal models. This study aims to provide comprehensive insight that can be used for the establishment of a future standardized ZHENG-based cancer animal model.
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Affiliation(s)
- Ju-Ying Jiao
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Chien-Shan Cheng
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Zhang-Qi Cao
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Lian-Yu Chen
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Zhen Chen
- Department of Integrative Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
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