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Ren K, Liu C, He Z, Wu P, Zhang J, Yang R, Cui T, Song K, Cheng D, He K, Yu J. Pancreatic Cancer and its Attributable Risk Factors in East Asia, Now and Future. Oncologist 2023; 28:e995-e1004. [PMID: 37265056 PMCID: PMC10628587 DOI: 10.1093/oncolo/oyad147] [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: 10/18/2022] [Accepted: 01/27/2023] [Indexed: 06/03/2023] Open
Abstract
BACKGROUND The disease burden of pancreatic cancer in East Asia is at a high level, but the epidemiological characteristics of pancreatic cancer in the region have not been systematically studied. METHOD Joinpoint analysis was used to identify average annual percentage change (AAPC) and annual percentage change (APC) in mortality. Age-period-cohort models were used to analyze age-period cohort effects across countries. Bayesian age-period-cohort (BAPC) analysis was used to project the burden of disease for 2020-2030. RESULTS Pancreatic cancer mortality in males in Japan (2012-2019, APC = -0.97) and Korea (2012-2019, APC = -0.91) has shown a decreasing trend since 2012 (P < .05). However, China (2016-2019, APC = 3.21), Mongolia (2015-2.019, APC = 2.37), and North Korea (2012-2019, APC = 0.47) showed a significant increase in pancreatic cancer in both genders (P < .05). Risk factors for pancreatic cancer in East Asia remained largely stable between 2010 and 2019. Mortality of pancreatic cancer due to smoking began to decline in areas with high socio-demographic index (SDI), and mortality of pancreatic cancer due to high body mass index and high fasting plasma glucose increased with SDI. The age-standardized mortality for pancreatic cancer in Chinese males is expected to exceed that of Japan and South Korea by 2030, but the disease burden of pancreatic cancer in Japan and South Korea remains at extremely high levels. CONCLUSION Economically developed countries are beginning to show a decreasing trend in the burden of pancreatic cancer disease, and developing countries are experiencing a rapid increase in the age-standardized death rate (ASDR) of pancreatic cancer.
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Affiliation(s)
- Kuiwu Ren
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Anhui Medical University, Fuyang, People’s Republic of China
| | - Chunlong Liu
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Anhui Medical University, Fuyang, People’s Republic of China
| | - Ziqiang He
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Bengbu Medical College, Fuyang, People’s Republic of China
| | - Panpan Wu
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Anhui Medical University, Fuyang, People’s Republic of China
| | - Jian Zhang
- Department of Neurosurgery, Seventh Clinical College of China Medical University, People’s Republic of China
| | - Rui Yang
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Anhui Medical University, Fuyang, People’s Republic of China
| | - Tao Cui
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Anhui Medical University, Fuyang, People’s Republic of China
| | - Kun Song
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Anhui Medical University, Fuyang, People’s Republic of China
| | - Di Cheng
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Anhui Medical University, Fuyang, People’s Republic of China
| | - Kui He
- Department of Preventive Medicine, Medical School, Anhui University of Science and Technology, Huainan, People’s Republic of China
| | - Jiangtao Yu
- Department of Hepatobiliary and Pancreatic Surgery, Fuyang People’s Hospital, Anhui Medical University, Fuyang, People’s Republic of China
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Amini M, Azizmohammad Looha M, Rahimi Pordanjani S, Asadzadeh Aghdaei H, Pourhoseingholi MA. Global long-term trends and spatial cluster analysis of pancreatic cancer incidence and mortality over a 30-year period using the global burden of disease study 2019 data. PLoS One 2023; 18:e0288755. [PMID: 37471411 PMCID: PMC10358895 DOI: 10.1371/journal.pone.0288755] [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: 02/28/2023] [Accepted: 07/04/2023] [Indexed: 07/22/2023] Open
Abstract
INTRODUCTION Pancreatic cancer (PC) is one of the most fatal malignancies, and its incidence and mortality rates are growing annually throughout the world. In this research, we aimed to investigate the time trends and identify the spatial clusters of incidence and mortality on a global scale over the last 30 years, using the Global Burden of Disease (GBD) study 2019 data. METHODS Age-standardized incidence and mortality data due to PC were extracted from the GBD study, which was carried out from 1990 to 2019. A Joinpoint regression analysis was utilized to examine trends in the incidence and mortality of PC over the past three decades. As such, spatial analyses were undertaken to detect the spatial distribution and clustering of the metrics globally. RESULTS It was observed that both the incidence and mortality rates were higher in males than in females worldwide. The global mortality and incidence rates significantly increased by 0.8% per year over the time of follow-up period (p<0.05). By spatial cluster analysis for mortality, European and North African countries, as well as Greenland were explored as hot spots; while South African and Southeast Asian countries were explored as cold spots. Regarding incidence, hot spots were found in European countries, Southern America, and Greenland; whilst cold spots were determined in Southern Africa and Madagascar. CONCLUSIONS Collectively, the temporal trends disclosed a gradual rise in PC incidence and mortality rates over the period 1990-2019, reflecting the global health concern. We further found geographical variations in the patterns and identified high- and low-risk areas for incidence and mortality. These findings facilitate the design and implementation of more resource-efficient and geographically targeted treatments. Given the results of the current study, a practical approach to minimizing the future PC burden involves planned population-wide interventions, as well as primary prevention through healthier lifestyles.
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Affiliation(s)
- Maedeh Amini
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehdi Azizmohammad Looha
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sajjad Rahimi Pordanjani
- Social Determinants of Health Research Center, Semnan University of Medical Sciences, Semnan, Iran
- Department of Epidemiology and Biostatistics, School of Medicine, Semnan University of Medical Sciences, Semnan, Iran
| | - Hamid Asadzadeh Aghdaei
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohamad Amin Pourhoseingholi
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Lu J, Zhu D, Zhang X, Wang J, Cao H, Li L. The crucial role of LncRNA MIR210HG involved in the regulation of human cancer and other disease. CLINICAL & TRANSLATIONAL ONCOLOGY : OFFICIAL PUBLICATION OF THE FEDERATION OF SPANISH ONCOLOGY SOCIETIES AND OF THE NATIONAL CANCER INSTITUTE OF MEXICO 2023; 25:137-150. [PMID: 36088513 DOI: 10.1007/s12094-022-02943-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 08/30/2022] [Indexed: 01/07/2023]
Abstract
Long noncoding RNAs (lncRNAs) have evoked considerable interest in recent years due to their critical functions in the regulation of disease processes. Abnormal expression of lncRNAs is found in multiple diseases, and lncRNAs have been exploited for diverse medical applications. The lncRNA MIR210HG is a recently discovered lncRNA that is widely dysregulated in human disease. MIR210HG was described to have biological functions with potential roles in disease development, including cell proliferation, invasion, migration, and energy metabolism. And MIR210HG dysregulation was confirmed to have promising clinical values in disease diagnosis, treatment, and prognosis. In this review, we systematically summarize the expression profiles, roles, underlying mechanisms, and clinical applications of MIR210HG in human disease.
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Affiliation(s)
- Juan Lu
- 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, College of Medicine, Zhejiang University, Shangcheng District, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Danhua Zhu
- 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, College of Medicine, Zhejiang University, Shangcheng District, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Xiaoqian Zhang
- 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, College of Medicine, Zhejiang University, Shangcheng District, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Jie Wang
- 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, College of Medicine, Zhejiang University, Shangcheng District, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Hongcui Cao
- 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, College of Medicine, Zhejiang University, Shangcheng District, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China
| | - Lanjuan Li
- 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, College of Medicine, Zhejiang University, Shangcheng District, No. 79 Qingchun Road, Hangzhou, 310003, Zhejiang, China.
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Chang TM, Chu PY, Lin HY, Huang KW, Hung WC, Shan YS, Chen LT, Tsai HJ. PTEN regulates invasiveness in pancreatic neuroendocrine tumors through DUSP19-mediated VEGFR3 dephosphorylation. J Biomed Sci 2022; 29:92. [PMID: 36336681 PMCID: PMC9639322 DOI: 10.1186/s12929-022-00875-2] [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: 08/02/2022] [Accepted: 10/29/2022] [Indexed: 11/09/2022] Open
Abstract
Background Phosphatase and tensin homolog (PTEN) is a tumor suppressor. Low PTEN expression has been observed in pancreatic neuroendocrine tumors (pNETs) and is associated with increased liver metastasis and poor survival. Vascular endothelial growth factor receptor 3 (VEGFR3) is a receptor tyrosine kinase and is usually activated by binding with vascular endothelial growth factor C (VEGFC). VEGFR3 has been demonstrated with lymphangiogenesis and cancer invasiveness. PTEN is also a phosphatase to dephosphorylate both lipid and protein substrates and VEGFR3 is hypothesized to be a substrate of PTEN. Dual-specificity phosphatase 19 (DUSP19) is an atypical DUSP and can interact with VEGFR3. In this study, we investigated the function of PTEN on regulation of pNET invasiveness and its association with VEGFR3 and DUSP19. Methods PTEN was knocked down or overexpressed in pNET cells to evaluate its effect on invasiveness and its association with VEGFR3 phosphorylation. In vitro phosphatase assay was performed to identify the regulatory molecule on the regulation of VEGFR3 phosphorylation. In addition, immunoprecipitation, and immunofluorescence staining were performed to evaluate the molecule with direct interaction on VEGFR3 phosphorylation. The animal study was performed to validate the results of the in vitro study. Results The invasion and migration capabilities of pNETs were enhanced by PTEN knockdown accompanied with increased VEGFR3 phosphorylation, ERK phosphorylation, and increased expression of epithelial–mesenchymal transition molecules in the cells. The enhanced invasion and migration abilities of pNET cells with PTEN knockdown were suppressed by addition of the VEGFR3 inhibitor MAZ51, but not by the VEGFR3-Fc chimeric protein to neutralize VEGFC. VEGFR3 phosphorylation is responsible for pNET cell invasiveness and is VEGFC-independent. However, an in vitro phosphatase assay failed to show VEGFR3 as a substrate of PTEN. In contrast, DUSP19 was transcriptionally upregulated by PTEN and was shown to dephosphorylate VEGFR3 via direct interaction with VEGFR3 by an in vitro phosphatase assay, immunoprecipitation, and immunofluorescence staining. Increased tumor invasion into peripheral tissues was validated in xenograft mouse model. Tumor invasion was suppressed by treatment with VEGFR3 or MEK inhibitors. Conclusions PTEN regulates pNET invasiveness via DUSP19-mediated VEGFR3 dephosphorylation. VEGFR3 and DUSP19 are potential therapeutic targets for pNET treatment. Supplementary Information The online version contains supplementary material available at 10.1186/s12929-022-00875-2.
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Affiliation(s)
- Tsung-Ming Chang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 1F No 367, Sheng-Li Road, Tainan, 70456 Taiwan ,grid.411447.30000 0004 0637 1806Department of Medical Laboratory Science, College of Medical Science and Technology, I-Shou University, Kaohsiung, Taiwan
| | - Pei-Yi Chu
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 1F No 367, Sheng-Li Road, Tainan, 70456 Taiwan ,grid.452796.b0000 0004 0634 3637Department of Pathology, Show Chwan Memorial Hospital, Changhua, Taiwan ,grid.256105.50000 0004 1937 1063School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan ,grid.260542.70000 0004 0532 3749Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
| | - Hui-You Lin
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 1F No 367, Sheng-Li Road, Tainan, 70456 Taiwan
| | - Kuo-Wei Huang
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 1F No 367, Sheng-Li Road, Tainan, 70456 Taiwan
| | - Wen-Chun Hung
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 1F No 367, Sheng-Li Road, Tainan, 70456 Taiwan
| | - Yan-Shen Shan
- grid.64523.360000 0004 0532 3255Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan ,grid.64523.360000 0004 0532 3255Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Li-Tzong Chen
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 1F No 367, Sheng-Li Road, Tainan, 70456 Taiwan ,grid.64523.360000 0004 0532 3255Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan ,grid.412019.f0000 0000 9476 5696Department of Internal Medicine, Kaohsiung Medical University Hospital, and Center for Cancer Research, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Hui-Jen Tsai
- grid.59784.370000000406229172National Institute of Cancer Research, National Health Research Institutes, 1F No 367, Sheng-Li Road, Tainan, 70456 Taiwan ,grid.64523.360000 0004 0532 3255Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan ,grid.412019.f0000 0000 9476 5696Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
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The Efficacy of Liposomal Irinotecan Plus Fluorouracil/Leucovorin as First-Line Therapy in Patients With Locally Advanced or Metastatic Pancreatic Ductal Adenocarcinoma: A Single-Center Real-World Study. Pancreas 2022; 51:e107-e109. [PMID: 36607957 DOI: 10.1097/mpa.0000000000002125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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Kirkegård J, Bojesen AB, Nielsen MF, Mortensen FV. Trends in pancreatic cancer incidence, characteristics, and outcomes in Denmark 1980-2019: A nationwide cohort study. Cancer Epidemiol 2022; 80:102230. [PMID: 35901622 DOI: 10.1016/j.canep.2022.102230] [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: 04/15/2022] [Revised: 07/15/2022] [Accepted: 07/18/2022] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To describe time-trends in incidence, characteristics, treatments, and survival in pancreatic cancer patients in Denmark during 1980-2019. DESIGN A nationwide population-based cohort study of all Danish patients diagnosed with exocrine pancreatic cancer during the study period. Data was obtained from individual-level cross linkage between Danish healthcare registries. We present descriptive characteristics and survival estimates, which was obtained using the Kaplan-Meier estimator and Cox proportional hazards regression models. RESULTS During the study period, 32,107 patients were diagnosed with pancreatic cancer. In the most recent period, the age-standardized incidence rate was 17.7 per 100,000 person-years. Throughout the study period, between 18.4% and 27.5% of patients had no tumor staging performed, and approximately half of the patient were only offered best supportive care. The proportion of patients treated with surgery doubled during the study period, and the use of adjuvant and neoadjuvant oncological therapy increased substantially. Median survival after surgical resection also increased to 25.8 months in the most recent time period. CONCLUSION Pancreatic cancer incidence is increasing in Denmark, and this increase is projected to continue. The proportion of patients offered curative-intent treatment increased, which translates into an increase in overall survival. All numbers are comparable to best international standards.
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Affiliation(s)
- Jakob Kirkegård
- Department of Surgery, Section for Hepato-Pancreato-Biliary Surgery, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark; Department of Surgery, Gødstrup Regional Hospital, Denmark.
| | - Anders Bo Bojesen
- Department of Surgery, Section for Hepato-Pancreato-Biliary Surgery, Aarhus University Hospital, Denmark
| | - Mette Fugleberg Nielsen
- Department of Surgery, Section for Hepato-Pancreato-Biliary Surgery, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark; Department of Surgery, Gødstrup Regional Hospital, Denmark
| | - Frank Viborg Mortensen
- Department of Surgery, Section for Hepato-Pancreato-Biliary Surgery, Aarhus University Hospital, Denmark; Department of Clinical Medicine, Aarhus University, Denmark
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Nikšić M, Matz M, Valkov M, Marcos-Gragera R, Stiller C, Rosso S, Coleman MP, Allemani C. World-wide trends in net survival from pancreatic cancer by morphological sub-type: An analysis of 1,258,329 adults diagnosed in 58 countries during 2000-2014 (CONCORD-3). Cancer Epidemiol 2022; 80:102196. [PMID: 35841761 DOI: 10.1016/j.canep.2022.102196] [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: 10/27/2021] [Revised: 05/17/2022] [Accepted: 06/01/2022] [Indexed: 11/02/2022]
Abstract
BACKGROUND Ductal adenocarcinomas and neuroendocrine tumours are the two main morphological sub-types of pancreatic cancer. Using data from CONCORD-3, we examined whether the distribution of morphological sub-types could help explain international variations in pancreatic cancer survival for all morphologies combined. We also examined world-wide survival trends from pancreatic cancer, by morphological sub-type and country. METHODS We estimated age-standardised one- and five-year net survival by country, calendar period of diagnosis (2000-2004, 2005-2009, 2010-2014) and morphological sub-type, using data from 295 population-based cancer registries in 58 countries for 1,258,329 adults (aged 15-99 years) diagnosed with pancreatic cancer during 2000-2014 and followed up until 31 December 2014. RESULTS Carcinomas were by far the most common morphological sub-type, comprising 90% or more of all pancreatic tumours in all countries. Neuroendocrine tumours were rare, generally 0-10% of all tumours. During 2010-2014, age-standardised one-year net survival ranged from 10% to 30% for carcinomas, while it was much higher for neuroendocrine tumours (40% to 80%). Age-standardised five-year survival was generally poor (less than 10 %) for carcinomas, but it ranged from 20% to 50% for neuroendocrine tumours. CONCLUSIONS Survival from pancreatic carcinoma remains poor world-wide and trends showed little improvement during 2000-2014. Despite slight declines in the proportion of carcinomas, they continue to comprise the majority of pancreatic tumours. Increases in survival from neuroendocrine tumours were greater than those for carcinomas, indicating that enhancements in diagnostic techniques and treatments have helped improve survival over time.
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Affiliation(s)
- Maja Nikšić
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK; Centre for Health Services Studies, University of Kent, Canterbury
| | - Melissa Matz
- Cancer Survival Group, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK.
| | - Mikhail Valkov
- Department of Radiology, Radiotherapy and Oncology, Northern State Medical University, Arkhangelsk, Russia
| | - Rafael Marcos-Gragera
- Epidemiology Unit and Girona Cancer Registry, Catalan Institute of Oncology (ICO), IDIBGI, Oncology Coordination Plan, Department of Health Government of Catalonia, 17004, Girona, Spain; University of Girona (UdG), Girona, 17004, Spain; CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
| | - Charles Stiller
- National Disease Registration Service, NHS Digital, London, UK
| | - Stefano Rosso
- Piedmont Cancer Registry, A.O.U, Citta` della Salute e della Scienza di Torino, Turin, Italy
| | - Michel P Coleman
- Cancer Survival Group, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Claudia Allemani
- Cancer Survival Group, Department of Non-Communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
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Stang A, Wellmann I, Holleczek B, Fell B, Terner S, Lutz MP, Kajüter H. Incidence and relative survival of pancreatic adenocarcinoma and pancreatic neuroendocrine neoplasms in Germany, 2009-2018. An in-depth analysis of two population-based cancer registries. Cancer Epidemiol 2022; 79:102204. [PMID: 35777306 DOI: 10.1016/j.canep.2022.102204] [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: 02/07/2022] [Revised: 06/13/2022] [Accepted: 06/15/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Pancreatic neuroendocrine neoplasms are categorized as neuroendocrine tumors and neuroendocrine carcinomas. Until now, cancer registry reporting of pancreatic cancers does not include a stratification by these two subgroups. We studied the incidence and survival of pancreatic cancer with a special focus on pancreatic neuroendocrine neoplasms. METHODS We analyzed data from the population-based cancer registries of North Rhine-Westphalia (NRW) and Saarland (SL), Germany, of the years 2009-2018. We included primary malignant pancreatic tumors and report morphology-specific age-standardized (World Standard population) incidence rates for ages 0-79 years and age-standardized relative survival (period approach, ICSS standard). All analyses were restricted to non-death certificate only cases. RESULTS We analyzed 23,037 patients with a newly diagnosed primary pancreatic cancer. Among morphologically specified cancers, adenocarcinoma (92 %) and neuroendocrine neoplasms (7 %) were the most common morphologies. The age-standardized incidence rates of adenocarcinoma, neuroendocrine tumors and neuroendocrine carcinomas were 4.0-5.5 (in NRW and SL), 0.1-0.3, and 0.1-0.3 per 100,000 person-years, respectively. Neuroendocrine tumors had the highest age-standardized 5-year relative survival with 75.5 % (standard error, SE 2.3) in NRW and 90.6 % (SE 10.2) in SL followed by neuroendocrine carcinomas (NRW: 30.0 %, SE 3.1; SL: 32.3 %, SE 8.7) and adenocarcinomas (NRW: 11.3 %, SE 0.4; SL: 10.2 %, SE 1.5). DISCUSSION The distinction between neuroendocrine tumors and neuroendocrine carcinomas by the WHO divides neuroendocrine neoplasms into two prognostically clearly distinct subgroups that should be separately analyzed in terms of survival. The first year after diagnosis of pancreatic cancer is the most critical year in terms of survival.
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Affiliation(s)
- Andreas Stang
- Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Germany; School of Public Health, Department of Epidemiology, Boston University, Boston, USA; Cancer Registry of North Rhine-Westphalia, Bochum, Germany.
| | - Ina Wellmann
- Cancer Registry of North Rhine-Westphalia, Bochum, Germany.
| | | | | | - Stephanie Terner
- Institute of Medical Informatics, Biometry and Epidemiology, University Hospital Essen, Germany.
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Su YY, Ting YL, Wang CJ, Chao YJ, Liao TK, Su PJ, Chiang NJ, Liao IC, Yu YT, Liu YS, Tsai HM, Li YJ, Huang CJ, Liu IT, Tsai HJ, Yen CJ, Shan YS, Chen LT. Improved survival with induction chemotherapy and conversion surgery in locally advanced unresectable pancreatic cancer: a single institution experience. Am J Cancer Res 2022; 12:2189-2202. [PMID: 35693078 PMCID: PMC9185606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Accepted: 04/22/2022] [Indexed: 06/15/2023] Open
Abstract
Both efficacy and tolerability are critical issues in choosing neoadjuvant chemotherapy in patients with unresectable locally advanced pancreatic cancer (LAPC). The optimal regimen and the impact of conversion surgery on patient survival remains insufficiently reported in Asain population. Therefore, we conducted a retrospective study aiming to evaluate the resection rate after different induction chemotherapy regimen and its impact toward survival. All patients with pancreatic cancer treated in our institute from 2013 to 2020, a total of 730 patients, were reviewed and 131 patients with LAPC were identified. For cohort homogeneity, 14 patients receiving induction concurrent chemoradiotherapy initially were excluded and 117 patients receiving induction chemotherapy were included in the study. Most patients (90 of 117, 77%) received triplet induction chemotherapy, including the combination of S1, leucovorin, oxaliplatin and gemcitabine (SLOG) in 48, modified FOLFIRINOX in 21 and the combination of gemcitabine, oxaliplatin, fluorouracil and leucovorin (GOFL) in 21. The tumor response rate (19%-33%), the surgical exploration rate (38%-52%) and the mOS (15.4-23.0 months) were not significantly different among the three triplets. Both GOFL and SLOG regimen had comparable efficacy and less neutropenia as compared to mFOLFIRINOX. Conversion surgery was performed in 34 of 117 (29%) patients after induction chemotherapy. The median overall survival (mOS) in patients with and without conversion surgery were 29.1 and 14.1 months, respectively (P<0.0001). Radiological response alone was not a reliable indicator of successful conversion surgery. Patients who underwent conversion surgery had significantly better survival and thus highlighted the importance of surgical exploration in all patients who did not have progressive disease after induction chemotherapy.
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Affiliation(s)
- Yung-Yeh Su
- Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
- National Institute of Cancer Research, National Health Research InstituteTainan, Taiwan
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Yu-Lin Ting
- Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Chih-Jung Wang
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Ying-Jui Chao
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Ting-Kai Liao
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Ping-Jui Su
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Nai-Jung Chiang
- National Institute of Cancer Research, National Health Research InstituteTainan, Taiwan
- Department of Oncology, Taipei Veterans General HospitalTaipei, Taiwan
- School of Medicine, College of Medicine, National Yang Ming Chiao Tung UniversityTaipei, Taiwan
| | - I-Chuang Liao
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
- Department of Pathology, Chi-Mei Foundation Medical CenterTainan, Taiwan
| | - Yu-Ting Yu
- Department of Pathology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Yi-Sheng Liu
- Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Hong-Ming Tsai
- Department of Medical Imaging, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Yi-Jie Li
- National Institute of Cancer Research, National Health Research InstituteTainan, Taiwan
| | - Chien-Jui Huang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - I-Ting Liu
- Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Hui-Jen Tsai
- Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
- National Institute of Cancer Research, National Health Research InstituteTainan, Taiwan
- Department of Internal Medicine, Kaohsiung Medical University Hospital, College of Medicine, Kaohsiung Medical UniversityKaohsiung, Taiwan
| | - Chia-Jui Yen
- Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Yan-Shen Shan
- Institute of Clinical Medicine, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
- Department of Surgery, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
| | - Li-Tzong Chen
- Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainan, Taiwan
- National Institute of Cancer Research, National Health Research InstituteTainan, Taiwan
- Department of Internal Medicine, Kaohsiung Medical University Hospital, College of Medicine, Kaohsiung Medical UniversityKaohsiung, Taiwan
- Center for Cancer Research, Kaohsiung Medical UniversityKaohsiung, Taiwan
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10
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Chen CH, Tsai MK, Lee JH, Lin RT, Hsu CY, Wen C, Wu X, Chu TW, Wen CP. "Sugar-Sweetened Beverages" Is an Independent Risk From Pancreatic Cancer: Based on Half a Million Asian Cohort Followed for 25 Years. Front Oncol 2022; 12:835901. [PMID: 35463371 PMCID: PMC9022008 DOI: 10.3389/fonc.2022.835901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 03/07/2022] [Indexed: 11/23/2022] Open
Abstract
Although the link between sugar-sweetened beverages (SSB) and pancreatic cancer has been suggested for its insulin-stimulating connection, most epidemiological studies showed inconclusive relationship. Whether the result was limited by sample size is explored. This prospective study followed 491,929 adults, consisting of 235,427 men and 256,502 women (mean age: 39.9, standard deviation: 13.2), from a health surveillance program and there were 523 pancreatic cancer deaths between 1994 and 2017. The individual identification numbers of the cohort were matched with the National Death file for mortality, and Cox models were used to assess the risk. The amount of SSB intake was recorded based on the average consumption in the month before interview by a structured questionnaire. We classified the amount of SSB intake into 4 categories: 0–<0.5 serving/day, ≥0.5–<1 serving per day, ≥1–<2 servings per day, and ≥2 servings per day. One serving was defined as equivalent to 12 oz and contained 35 g added sugar. We used the age and the variables at cohort enrolment as the reported risks of pancreatic cancers. The cohort was divided into 3 age groups, 20–39, 40–59, and ≥60. We found young people (age <40) had higher prevalence and frequency of sugar-sweetened beverages than the elderly. Those consuming 2 servings/day had a 50% increase in pancreatic cancer mortality (HR = 1.55, 95% CI: 1.08–2.24) for the total cohort, but a 3-fold increase (HR: 3.09, 95% CI: 1.44–6.62) for the young. The risk started at 1 serving every other day, with a dose–response relationship. The association of SSB intake of ≥2 servings/day with pancreatic cancer mortality among the total cohort remained significant after excluding those who smoke or have diabetes (HR: 2.12, 97% CI: 1.26–3.57), are obese (HR: 1.57, 95% CI: 1.08–2.30), have hypertension (HR: 1.90, 95% CI: 1.20–3.00), or excluding who died within 3 years after enrollment (HR: 1.67, 95% CI: 1.15–2.45). Risks remained in the sensitivity analyses, implying its independent nature. We concluded that frequent drinking of SSB increased pancreatic cancer in adults, with highest risk among young people.
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Affiliation(s)
- Chien Hua Chen
- Digestive Disease Center, Changbing Show-Chwan Memorial Hospital, Lukang, Taiwan.,Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan.,Department of Food Science and Technology, Hungkuang University, Taichung, Taiwan
| | - Min Kuang Tsai
- Institue of Population Health Sciences, National Health Research Institutes, Zhunan, Taiwan
| | - June Han Lee
- Institue of Population Health Sciences, National Health Research Institutes, Zhunan, Taiwan
| | - Ro-Ting Lin
- College of Public Health, China Medical University, Taichung, Taiwan
| | - Chung Y Hsu
- Graduate Institute of Clinical Medical Science, China Medical University, Taichung, Taiwan
| | - Christopher Wen
- Long Beach VAMC Hospital, University of Irvine Medical Center, Irvine, CA, United States
| | - Xifeng Wu
- Center for Biostatistics, Bioinformatics and Big Data, The Second Affiliated Hospital and School of Public Health, Zhejiang University School of Medicine, Hangzhou, China.,National Institute for Data Science in Health and Medicine, Zhejiang University, Hangzhou, China
| | - Ta-Wei Chu
- Department of Obstetrics and Gynecology, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.,Taipei MJ Health Screening Center, Taipei, Taiwan
| | - Chi Pang Wen
- Institue of Population Health Sciences, National Health Research Institutes, Zhunan, Taiwan.,Graduate Institute of Clinical Medical Science, China Medical University, Taichung, Taiwan
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11
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PTML Modeling for Pancreatic Cancer Research: In Silico Design of Simultaneous Multi-Protein and Multi-Cell Inhibitors. Biomedicines 2022; 10:biomedicines10020491. [PMID: 35203699 PMCID: PMC8962338 DOI: 10.3390/biomedicines10020491] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Revised: 02/10/2022] [Accepted: 02/15/2022] [Indexed: 02/07/2023] Open
Abstract
Pancreatic cancer (PANC) is a dangerous type of cancer that is a major cause of mortality worldwide and exhibits a remarkably poor prognosis. To date, discovering anti-PANC agents remains a very complex and expensive process. Computational approaches can accelerate the search for anti-PANC agents. We report for the first time two models that combined perturbation theory with machine learning via a multilayer perceptron network (PTML-MLP) to perform the virtual design and prediction of molecules that can simultaneously inhibit multiple PANC cell lines and PANC-related proteins, such as caspase-1, tumor necrosis factor-alpha (TNF-alpha), and the insulin-like growth factor 1 receptor (IGF1R). Both PTML-MLP models exhibited accuracies higher than 78%. Using the interpretation from one of the PTML-MLP models as a guideline, we extracted different molecular fragments desirable for the inhibition of the PANC cell lines and the aforementioned PANC-related proteins and then assembled some of those fragments to form three new molecules. The two PTML-MLP models predicted the designed molecules as potentially versatile anti-PANC agents through inhibition of the three PANC-related proteins and multiple PANC cell lines. Conclusions: This work opens new horizons for the application of the PTML modeling methodology to anticancer research.
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12
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Prediction Model for Pancreatic Cancer-A Population-Based Study from NHIRD. Cancers (Basel) 2022; 14:cancers14040882. [PMID: 35205630 PMCID: PMC8870511 DOI: 10.3390/cancers14040882] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/07/2022] [Accepted: 02/09/2022] [Indexed: 01/06/2023] Open
Abstract
Simple Summary Pancreatic cancer has been ranked seventh in the top ten cancer mortality rates for the past three year in Taiwan. It is one of the more difficult cancers to detect early due to the lack of early diagnostic tools. This is a population-based study from NHIRD. A higher performance pancreatic cancer prediction model has been established. This predictive model can improve the awareness of the risk of pancreatic cancer and give patients with pancreatic cancer a simpler tool for early screening in the golden period when the disease can still be eradicated. Abstract (1) Background: Cancer has been the leading cause of death in Taiwan for 39 years, and among them, pancreatic cancer has been ranked seventh in the top ten cancer mortality rates for the past three years. While the incidence rate of pancreatic cancer is ranked at the bottom of the top 10 cancers, the survival rate is very low. Pancreatic cancer is one of the more difficult cancers to detect early due to the lack of early diagnostic tools. Early screening is important for the treatment of pancreatic cancer. Only a few studies have designed predictive models for pancreatic cancer. (2) Methods: The Taiwan Health Insurance Database was used in this study, covering over 99% of the population in Taiwan. The subset sample was not significantly different from the original NHIRD sample. A machine learning approach was used to develop a predictive model for pancreatic cancer disease. Four models, including logistic regression, deep neural networks, ensemble learning, and voting ensemble were used in this study. The ROC curve and a confusion matrix were used to evaluate the accuracy of the pancreatic cancer prediction models. (3) Results: The AUC of the LR model was higher than the other three models in the external testing set for all three of the factor combinations. Sensitivity was best measured by the stacking model for the first factor combinations, and specificity was best measured by the DNN model for the second factor combination. The result of the model that used only nine factors (third factor combinations) was equal to the other two factor combinations. The AUC of the previous models for the early assessment of pancreatic cancer ranged from approximately 0.57 to 0.71. The AUC of this study was higher than that of previous studies and ranged from 0.71 to 0.76, which provides higher accuracy. (4) Conclusions: This study compared the performances of LR, DNN, stacking, and voting models for pancreatic cancer prediction and constructed a pancreatic cancer prediction model with accuracy higher than that of previous studies. This predictive model will improve awareness of the risk of pancreatic cancer and give patients with pancreatic cancer a simpler tool for early screening in the golden period when the disease can still be eradicated.
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13
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Chan HC, Huang CC, Huang CC, Chattopadhyay A, Yeh KH, Lee WC, Chiang CJ, Lee HY, Cheng SHC, Lu TP. Predicting Colon Cancer-Specific Survival for the Asian Population Using National Cancer Registry Data from Taiwan. Ann Surg Oncol 2021; 29:853-863. [PMID: 34427821 DOI: 10.1245/s10434-021-10646-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Accepted: 07/30/2021] [Indexed: 11/18/2022]
Abstract
PURPOSE Colon cancer is the third most incident and life-threatening cancer in Taiwan. A comprehensive survival prediction system would greatly benefit clinical practice in this area. This study was designed to develop an accurate prognostic model for colon cancer patients by using clinicopathological variables obtained from the Taiwan Cancer Registry database. METHODS We analyzed 20,218 colon cancer patients from the Taiwan Cancer Registry database, who were diagnosed between 2007 and 2015, were followed up until December 31, 2017, and had undergone curative surgery. We proposed two prognostic models, with different combinations of predictors. The first model used only traditional clinical features. The second model included several colon cancer site-specific factors (circumferential resection margin, perineural invasion, obstruction, and perforation), in addition to the traditional features. Both prediction models were developed by using a Cox proportional hazards model. Furthermore, we investigated whether race is a significant predictor of survival in colon cancer patients by using Model 1 on the Surveillance, Epidemiology, and End Results (SEER) cancer registry dataset. RESULTS The proposed models displayed a robust prediction performance (all Harrell's c-index >0.8). For both the calibration and validation steps, the differences between the predicted and observed mortality were mostly less than 5%. CONCLUSIONS The prediction model (Model 1) is an effective predictor of survival regardless of the ethnic background of patients and can potentially help to provide better prediction of colon cancer-specific survival outcomes, thus allowing physicians to improve treatment plans.
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Affiliation(s)
- Han-Ching Chan
- Institute of Epidemiology and Preventive Medicine, Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Chi-Cheng Huang
- Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan.,Division of General Surgery, Department of Surgery, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Ching-Chieh Huang
- Institute of Epidemiology and Preventive Medicine, Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Amrita Chattopadhyay
- Institute of Epidemiology and Preventive Medicine, Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Kuan-Hung Yeh
- Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Wen-Chung Lee
- Institute of Epidemiology and Preventive Medicine, Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan.,Taiwan Cancer Registry, Taipei, Taiwan
| | - Chun-Ju Chiang
- Institute of Epidemiology and Preventive Medicine, Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan.,Taiwan Cancer Registry, Taipei, Taiwan
| | - Hsin-Ying Lee
- Institute of Epidemiology and Preventive Medicine, Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Skye Hung-Chun Cheng
- Department of Radiation Oncology, Koo Foundation Sun Yat-Sen Cancer Center, Taipei, Taiwan
| | - Tzu-Pin Lu
- Institute of Epidemiology and Preventive Medicine, Department of Public Health, College of Public Health, National Taiwan University, Taipei, Taiwan.
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14
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An updated analysis of the epidemiologic trends of neuroendocrine tumors in Taiwan. Sci Rep 2021; 11:7881. [PMID: 33846396 PMCID: PMC8041887 DOI: 10.1038/s41598-021-86839-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Accepted: 03/18/2021] [Indexed: 12/12/2022] Open
Abstract
The incidence of neuroendocrine tumors (NETs) has been increasing in recent decades. Previously, we reported the incidence and survival of NETs in Taiwan by analyzing the 1996–2008 data from the Taiwan Cancer Registry. Here we performed an updated analysis on the incidence and survival of NETs in Taiwan from 1996 to 2015. The incidence of NETs was 0.244 per 100,000 in 1996 and increased to 3.162 per 100,000 in 2015. The most common site of NETs was rectum (29.65%), followed by lung/bronchus (17.22%), and pancreas (10.71%). The 5- and 10-year overall survival rates of all NETs were 54.6% and 45.3%, respectively. Female and younger NETs patients had a better survival. The survival of all NETs diagnosed between 2010 and 2015 was better than those diagnosed between 2004 and 2009. Among the common sites of NETs, an improved survival of pancreatic NETs diagnosed between 2010 and 2015 compared to those diagnosed between 2004 and 2009 was observed. Overall, the incidence of NETs in Taiwan has continued to increase. The survival of pancreatic NET has shown a recent improvement. The development of novel therapeutic agents has the potential to improve the prognosis of NETs of other sites in the near future.
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15
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Chang TM, Chu PY, Hung WC, Shan YS, Lin HY, Huang KW, Chang JS, Chen LT, Tsai HJ. c-Myc promotes lymphatic metastasis of pancreatic neuroendocrine tumor through VEGFC upregulation. Cancer Sci 2020; 112:243-253. [PMID: 33128283 PMCID: PMC7780026 DOI: 10.1111/cas.14717] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 10/27/2020] [Accepted: 10/28/2020] [Indexed: 12/16/2022] Open
Abstract
Pancreatic neuroendocrine tumor (pNET) is a pancreatic neoplasm with neuroendocrine differentiation. pNET in early stage can be treated with surgical resection with long‐term survival, whereas the prognosis of pNET with locoregional or distant metastasis is relatively poor. Lymphangiogenesis is essential for tumor metastasis via the lymphatic system and may overhead distant metastasis. c‐Myc overexpression is involved in tumorigenesis. The role of c‐Myc in lymphangiogenesis is unclear. In this study, we evaluated the mechanism and effect of c‐Myc on lymphangiogenesis of pNET via interaction of lymphatic endothelial cells (LECs) and pNET cells. Lymph node metastasis was evaluated in pNET xenograft mice. Potential target agents to inhibit lymph node metastasis were evaluated in an animal model. We found that vascular endothelial growth factor C (VEGFC) expression and secretion was increased in pNET cell lines with c‐Myc overexpression. c‐Myc transcriptionally upregulates VEGFC expression and the secretion of pNET cells by directly binding to the E‐box of the VEGFC promoter and enhances VEGF receptor 3 phosphorylation and the tube formation of LECs. c‐Myc overexpression is associated with lymph node metastasis in pNET xenograft mice. Combinational treatment with an mTOR inhibitor and c‐Myc inhibitor or VEGFC‐neutralizing chimera protein reduced lymph node metastasis in the mice with c‐Myc overexpression. The mTOR inhibitor acts on lymphangiogenesis by reducing VEGFC expression in pNET cells and inhibiting the tube formation of LECs. In conclusion, mTOR and c‐Myc are important for lymphangiogenesis of pNET and are potential therapeutic targets for prevention and treatment of lymph node metastasis in pNET.
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Affiliation(s)
- Tsung-Ming Chang
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Pei-Yi Chu
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.,Department of Pathology, Show Chwan Memorial Hospital, Changhua, Taiwan.,School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Wen-Chun Hung
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.,School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Yan-Shen Shan
- Department of Surgery, National Cheng Kung University Hospital, Tainan, Taiwan.,Institute of Clinical Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hui-You Lin
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Kuo-Wei Huang
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Jeffrey S Chang
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Li-Tzong Chen
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.,Department of Oncology, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan.,Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Institute of Molecular Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Hui-Jen Tsai
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.,Department of Oncology, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan.,Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
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16
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Kim NH, Chang Y, Lee SR, Ryu S, Kim HJ. Glycemic Status, Insulin Resistance, and Risk of Pancreatic Cancer Mortality in Individuals With and Without Diabetes. Am J Gastroenterol 2020; 115:1840-1848. [PMID: 33156103 DOI: 10.14309/ajg.0000000000000956] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
INTRODUCTION The impact of glycemic status and insulin resistance on the risk of pancreatic cancer in the nondiabetic population remains uncertain. We aimed to examine the association of glycemic status and insulin resistance with pancreatic cancer mortality in individuals with and without diabetes. METHODS This is a cohort study of 572,021 Korean adults without cancer at baseline, who participated in repeat screening examinations which included fasting blood glucose, hemoglobin A1c, and insulin, and were followed for a median of 8.4 years (interquartile range, 5.3 -13.2 years). Vital status and pancreatic cancer mortality were ascertained through linkage to national death records. RESULTS During 5,211,294 person-years of follow-up, 260 deaths from pancreatic cancer were identified, with a mortality rate of 5.0 per 10 person-years. In the overall population, the risk of pancreatic cancer mortality increased with increasing levels of glucose and hemoglobin A1c in a dose-response manner, and this association was observed even in individuals without diabetes. In nondiabetic individuals without previously diagnosed or screen-detected diabetes, insulin resistance and hyperinsulinemia were positively associated with increased pancreatic cancer mortality. Specifically, the multivariable-adjusted hazard ratio (95% confidence intervals) for pancreatic cancer mortality comparing the homeostatic model assessment of insulin resistance ≥75th percentile to the <75th percentile was 1.49 (1.08-2.05), and the corresponding hazard ratio comparing the insulin ≥75th percentile to the <75th percentile was 1.43 (1.05-1.95). These associations remained significant when introducing changes in insulin resistance, hyperinsulinemia, and other confounders during follow-up as time-varying covariates. DISCUSSION Glycemic status, insulin resistance, and hyperinsulinemia, even in individuals without diabetes, were independently associated with an increased risk of pancreatic cancer mortality.
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Affiliation(s)
- Nam Hee Kim
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Yoosoo Chang
- Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Occupational and Environmental Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Clinical Research Design and Evaluation, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
| | - Sung Ryol Lee
- Department of Surgery, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Seungho Ryu
- Center for Cohort Studies, Total Healthcare Center, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Occupational and Environmental Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
- Department of Clinical Research Design and Evaluation, SAIHST, Sungkyunkwan University, Seoul, Republic of Korea
| | - Hong Joo Kim
- Division of Gastroenterology, Department of Internal Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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17
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Grunvald MW, Jacobson RA, Kuzel TM, Pappas SG, Masood A. Current Status of Circulating Tumor DNA Liquid Biopsy in Pancreatic Cancer. Int J Mol Sci 2020; 21:E7651. [PMID: 33081107 PMCID: PMC7589736 DOI: 10.3390/ijms21207651] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/12/2020] [Accepted: 10/14/2020] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer is a challenging disease with a low 5-year survival rate. There are areas for improvement in the tools used for screening, diagnosis, prognosis, treatment selection, and assessing treatment response. Liquid biopsy, particularly cell free DNA liquid biopsy, has shown promise as an adjunct to our standard care for pancreatic cancer patients, but has not yet been universally adopted into regular use by clinicians. In this publication, we aim to review cfDNA liquid biopsy in pancreatic cancer with an emphasis on current techniques, clinical utility, and areas of active investigation. We feel that researchers and clinicians alike should be familiar with this exciting modality as it gains increasing importance in the care of cancer patients.
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Affiliation(s)
- Miles W. Grunvald
- Department of Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (M.W.G.); (R.A.J.); (S.G.P.)
| | - Richard A. Jacobson
- Department of Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (M.W.G.); (R.A.J.); (S.G.P.)
| | - Timothy M. Kuzel
- Division of Hematology/Oncology and Cell Therapy, Rush University Medical Center, Chicago, IL 60612, USA;
| | - Sam G. Pappas
- Department of Surgery, Rush University Medical Center, Chicago, IL 60612, USA; (M.W.G.); (R.A.J.); (S.G.P.)
| | - Ashiq Masood
- Division of Hematology/Oncology and Cell Therapy, Rush University Medical Center, Chicago, IL 60612, USA;
- Rush Precision Oncology Program, Rush University Medical Center, Chicago, IL 60612, USA
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18
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19
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Tseng CM, Wang HH, Wang WL, Lee CT, Tai CM, Tseng CH, Chen CC, Tsai YN, Sun MS, Hsu YC. Prognostic Impact of Diabetes Mellitus on Overall Survival in a Nationwide Population-Based Cohort of Patients With Pancreatic Cancer. Endocr Pract 2020; 26:707-713. [PMID: 33471638 DOI: 10.4158/ep-2019-0565] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 01/29/2020] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Diabetes mellitus (DM) is a risk factor for pancreatic cancer but its prognostic impact remains controversial. We aimed to investigate the association between long-standing DM and the risk of mortality. METHODS This population-based cohort study analyzed data from the national healthcare database in Taiwan. We identified all patients diagnosed with pancreatic cancer and excluded those who were diagnosed with DM with-in 2 years of the cancer diagnosis. Eligible patients were grouped into long-standing DM (>2 years) and nondiabetic controls, and were compared for overall survival using a Cox proportional hazard model. Sensitivity tests stratified by cancer stages (as indicated by specific treatment) were performed. RESULTS Patients with long-standing DM were significantly older (mean age, 71.38 years versus 66.0 years; P<.0001) and had a higher Charlson comorbidity index (9.53 versus 6.78; P<.0001) and diabetes comorbidity severity index (2.38 versus 0.82; P<.0001) compared with the non-DM controls. Although the unadjusted analysis showed a higher risk of mortality in the patients with long-term DM (crude hazard ratio [HR], 1.26; 95% confidence interval [CI], 1.20 to 1.33; P<.0001), the association became insignificant after adjustment for age, sex, and comorbidity index (adjusted HR, 1.01; 95% CI, 0.95 to 1.06, P = .84). Subgroup analyses also showed no association between long-term DM and mortality in various subgroups stratified by cancer treatment. CONCLUSION After adjusting for associated comorbidities and complications, long-standing DM per se was not an independent prognostic factor for overall survival in this nationwide population-based cohort with pancreatic cancer. ABBREVIATIONS CCI = Charlson Comorbidity Index; CI = confidence interval; DCSI = Diabetes Complication Severity Index; DM = diabetes mellitus; HR = hazard ratio; ICD = International Classification of Diseases; NHIRD = National Health Insurance Research Database; RCIPD = Registry for Catastrophic Illness Patient Database.
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Affiliation(s)
- Chao-Ming Tseng
- Division of Gastroenterology and Hepatology, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Cancer Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Hsi-Hao Wang
- Division of Nephrology, Department of Internal Medicine, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan; School of Medicine, I-Shou University, Kaohsiung, Taiwan
| | - Wen-Lun Wang
- Division of Gastroenterology and Hepatology, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Ching-Tai Lee
- Division of Gastroenterology and Hepatology, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Chi-Ming Tai
- Division of Gastroenterology and Hepatology, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Cheng-Hao Tseng
- Division of Gastroenterology and Hepatology, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Cancer Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Chih-Cheng Chen
- Division of Gastroenterology and Hepatology, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Cancer Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Ying-Nan Tsai
- Division of Gastroenterology and Hepatology, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, E-Da Cancer Hospital/I-Shou University, Kaohsiung, Taiwan
| | - Meng-Shun Sun
- Division of Gastroenterology, Yuan's General Hospital, Kaohsiung, Taiwan
| | - Yao-Chun Hsu
- Division of Gastroenterology and Hepatology, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan; School of Medicine, I-Shou University, Kaohsiung, Taiwan; Center for Liver Diseases, E-Da Hospital/I-Shou University, Kaohsiung, Taiwan; Graduate Institute of Biomedical Sciences, China Medical University, Taichung, Taiwan..
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20
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Sodir NM, Kortlever RM, Barthet VJA, Campos T, Pellegrinet L, Kupczak S, Anastasiou P, Swigart LB, Soucek L, Arends MJ, Littlewood TD, Evan GI. MYC Instructs and Maintains Pancreatic Adenocarcinoma Phenotype. Cancer Discov 2020; 10:588-607. [PMID: 31941709 DOI: 10.1158/2159-8290.cd-19-0435] [Citation(s) in RCA: 104] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 11/30/2019] [Accepted: 01/10/2020] [Indexed: 11/16/2022]
Abstract
The signature features of pancreatic ductal adenocarcinoma (PDAC) are its fibroinflammatory stroma, poor immune activity, and dismal prognosis. We show that acute activation of Myc in indolent pancreatic intraepithelial neoplasm (PanIN) epithelial cells in vivo is, alone, sufficient to trigger immediate release of instructive signals that together coordinate changes in multiple stromal and immune-cell types and drive transition to pancreatic adenocarcinomas that share all the characteristic stromal features of their spontaneous human counterpart. We also demonstrate that this Myc-driven PDAC switch is completely and immediately reversible: Myc deactivation/inhibition triggers meticulous disassembly of advanced PDAC tumor and stroma and concomitant death of tumor cells. Hence, both the formation and deconstruction of the complex PDAC phenotype are continuously dependent on a single, reversible Myc switch. SIGNIFICANCE: We show that Myc activation in indolent Kras G12D-induced PanIN epithelium acts as an immediate pleiotropic switch, triggering tissue-specific signals that instruct all the diverse signature stromal features of spontaneous human PDAC. Subsequent Myc deactivation or inhibition immediately triggers a program that coordinately disassembles PDAC back to PanIN.See related commentary by English and Sears, p. 495.
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Affiliation(s)
- Nicole M Sodir
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Roderik M Kortlever
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | | | - Tania Campos
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Luca Pellegrinet
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Steven Kupczak
- Cambridge Research Institute, Li Ka Shing Centre, Cambridge, United Kingdom
| | | | - Lamorna Brown Swigart
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, California
| | - Laura Soucek
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Mark J Arends
- Division of Pathology, Cancer Research UK Edinburgh Centre, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Trevor D Littlewood
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom
| | - Gerard I Evan
- Department of Biochemistry, University of Cambridge, Cambridge, United Kingdom.
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21
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Gad MM, Găman MA, Saad AM, Al-Husseini MJ, Shehata OA, Saleh MA, Nelson AD, Simons-Linares CR. Temporal trends of incidence and mortality in Asian-Americans with pancreatic adenocarcinoma: an epidemiological study. Ann Gastroenterol 2020; 33:210-218. [PMID: 32127743 PMCID: PMC7049244 DOI: 10.20524/aog.2020.0450] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Accepted: 12/02/2019] [Indexed: 12/24/2022] Open
Abstract
Background Pancreatic cancer is the fourth most common cause of cancer-related deaths in the United States, with an estimated 45,750 deaths in 2019. Mortality outcomes seem to differ based on the ethnicity of the patients, with most studies focusing on the mortality and survival of Caucasians and African Americans. Little attention has been given, however, to Asian-American patients diagnosed with pancreatic adenocarcinoma (PAC). In this study, we aimed to investigate mortality rates in Asian-American patients with PAC. Methods The SEER 13 registries (Surveillance, Epidemiology, and End-Results) of the National Cancer Institute were used to study PAC cases during 1992-2015. The incidence and incidence-based mortality rates per 100,000 person-years, and the annual percentage changes were calculated using SEER*stat software and Joinpoint regression software. Results A total of 5814 PAC cases in Asian-American patients were identified. Most patients were older than 60 years (77.6%) and had metastatic disease (55.8%). The overall incidence of PAC among Asian-Americans was 5.740 per 100,000 person-years (95% confidence interval [CI] 5.592-5.891]. Incidence rates were highest among males and patients older than 60 years. PAC incidence rates among Asian-Americans increased by 1.503% (95%CI 1.051-1.956; P<0.001) per year over the study period. PAC incidence rates increased over the study period for all sex, age, and stage subgroups. PAC incidence-based mortality among Asian-Americans increased by 4.535% (95%CI 3.538-5.541; P<0.001) per year over the study period. Conclusion The incidence of PAC in Asian-Americans, as well as incidence-based mortality rates, are on the rise, irrespective of age, sex or stage subgroup.
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Affiliation(s)
- Mohamed M Gad
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA (Mohamed M. Gad, Anas M. Saad, Mohannad Abou Saleh, Alfred D. Nelson, Carlos Roberto Simons-Linares).,Department of Global Public Health, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA (Mohamed M. Gad)
| | - Mihnea-Alexandru Găman
- Department of Hematology and Oncology, Carol Davila University of Medicine and Pharmacy, Bucharest, Romania and Center of Hematology and d) Bone Marrow Transplantation, Fundeni Clinical Institute, Bucharest, Romania (Mihnea-Alexandru Găman)
| | - Anas M Saad
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA (Mohamed M. Gad, Anas M. Saad, Mohannad Abou Saleh, Alfred D. Nelson, Carlos Roberto Simons-Linares).,Faculty of Medicine, Ain Shams University, Cairo, Egypt (Anas M. Saad, Muneer J. Al-Husseini, Omar A. Shehata)
| | - Muneer J Al-Husseini
- Faculty of Medicine, Ain Shams University, Cairo, Egypt (Anas M. Saad, Muneer J. Al-Husseini, Omar A. Shehata).,Department of Medicine, Ascension St John Hospital, Detroit, MI, USA (Muneer J. Al-Husseini)
| | - Omar A Shehata
- Faculty of Medicine, Ain Shams University, Cairo, Egypt (Anas M. Saad, Muneer J. Al-Husseini, Omar A. Shehata)
| | - Mohannad Abou Saleh
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA (Mohamed M. Gad, Anas M. Saad, Mohannad Abou Saleh, Alfred D. Nelson, Carlos Roberto Simons-Linares)
| | - Alfred D Nelson
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA (Mohamed M. Gad, Anas M. Saad, Mohannad Abou Saleh, Alfred D. Nelson, Carlos Roberto Simons-Linares)
| | - Carlos Roberto Simons-Linares
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA (Mohamed M. Gad, Anas M. Saad, Mohannad Abou Saleh, Alfred D. Nelson, Carlos Roberto Simons-Linares)
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22
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Pancreatic neuroendocrine tumor, lymphoma, and squamous cell carcinoma of hypopharynx; A case report of three primary cancers in one patient. Int J Surg Case Rep 2019; 65:111-114. [PMID: 31704660 PMCID: PMC6920292 DOI: 10.1016/j.ijscr.2019.10.073] [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: 09/19/2019] [Revised: 10/24/2019] [Accepted: 10/25/2019] [Indexed: 12/02/2022] Open
Abstract
We presented a patient with PNET, lymphoma, and SCC occurring simultaneously. Malignant lymphoma in this case presented with a slow-growing mass at right testis. Hypodense lesion at tail of pancreas by CT scan is rather found in adenocarcinoma.
Background Pancreatic neuroendocrine tumors (PNETs) are rarely found and the majority of PNETs are nonfunctioning. At present, a patient with pancreatic neuroendocrine tumor (PNET), lymphoma, and squamous cell carcinoma (SCC) occurring simultaneously has not been reported. We presented all these three primary cancers in a same patient. Case presentation A 51-year-old male presented with a right testicular mass for four months. He underwent right orchidectomy, and the patient was diagnosed malignant diffuse large B-cell lymphoma. Consequently, CHOP regimen and intrathecal methotrexate were given as treatment. During the metastasis work up, a hypodense lesion at the tail of pancreas was found. Distal pancreatectomy and splenectomy were completed, and the pathological report revealed PNET. Eighteen months later, the patient developed a symptom of odynophagia, direct laryngoscopy was performed and a mass at the left arytenoid was found. The biopsy was done and confirmed the diagnosis of SCC. The patient went through concurrent chemo-radiation with a complete response. Currently the patient remains in a complete remission of all three cancers. Discussion As the patient had non-functioning PNET and was symptom-free, the diagnosis would have not been discovered without the metastasis workup of lymphoma. Although non-functioning PNET less than 2 cm can be safely observed, the tumor was 4.3 × 1.3 cm and adenocarcinoma was suspected, so the patient underwent the surgery. Conclusion Although many cases with multiple primary cancers have been published, a case of patient with PNET, lymphoma, and SCC occurring as primary cancers has not been yet reported.
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In Silico Analysis of Gene Expression Change Associated with Copy Number of Enhancers in Pancreatic Adenocarcinoma. Int J Mol Sci 2019; 20:ijms20143582. [PMID: 31336658 PMCID: PMC6679006 DOI: 10.3390/ijms20143582] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2019] [Revised: 06/06/2019] [Accepted: 07/11/2019] [Indexed: 12/17/2022] Open
Abstract
Understanding the gene regulatory network governing cancer initiation and progression is necessary, although it remains largely unexplored. Enhancer elements represent the center of this regulatory circuit. The study aims to identify the gene expression change driven by copy number variation in enhancer elements of pancreatic adenocarcinoma (PAAD). The pancreatic tissue specific enhancer and target gene data were taken from EnhancerAtlas. The gene expression and copy number data were taken from The Cancer Genome Atlas (TCGA). Differentially expressed genes (DEGs) and copy number variations (CNVs) were identified between matched tumor-normal samples of PAAD. Significant CNVs were matched onto enhancer coordinates by using genomic intersection functionality from BEDTools. By combining the gene expression and CNV data, we identified 169 genes whose expression shows a positive correlation with the CNV of enhancers. We further identified 16 genes which are regulated by a super enhancer and 15 genes which have high prognostic potential (Z-score > 1.96). Cox proportional hazard analysis of these genes indicates that these are better predictors of survival. Taken together, our integrative analytical approach identifies enhancer CNV-driven gene expression change in PAAD, which could lead to better understanding of PAAD pathogenesis and to the design of enhancer-based cancer treatment strategies.
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24
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Chang JS, Chen LT, Shan YS, Chu PY, Tsai CR, Tsai HJ. The incidence and survival of pancreatic cancer by histology, including rare subtypes: a nation-wide cancer registry-based study from Taiwan. Cancer Med 2018; 7:5775-5788. [PMID: 30264519 PMCID: PMC6246938 DOI: 10.1002/cam4.1795] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2018] [Revised: 08/24/2018] [Accepted: 09/02/2018] [Indexed: 01/05/2023] Open
Abstract
Studies have indicated a significant rise in the incidence of pancreatic adenocarcinoma. However, the epidemiology of other rare histologic subtypes of pancreatic cancer is not well understood. This study analyzed the incidence and survival of pancreatic cancer in Taiwan by histologic subtype, sex, age group, and year of diagnosis. The incidence trends of pancreatic cancer in Taiwan from 2002 to 2013 were calculated using data from the Taiwan Cancer Registry. The survival of pancreatic cancer patients was assessed using the life-table method and Cox proportional hazards analysis. The incidence of pancreatic cancer increased from 4.62 per 100,000 in 2002 to 6.04 per 100,000 in 2013 in Taiwan. The most common histologic subtype of pancreatic cancer was adenocarcinoma followed by carcinoma and neuroendocrine tumors (NETs). Adenocarcinoma and NETs showed a rapid increase in incidence, while the incidences of other subtypes did not change significantly. Patients with adenocarcinoma showed a poor survival with a 5-year survival of 5.2%. Patients with endocrinomas, NETs, and lymphoma displayed a better survival than those with adenocarcinoma, with a 5-year survival ranging from 41.8% to 59.1%. The survival of adenocarcinoma, lymphoma, and NETs improved after the introduction of novel therapies. Understanding the risk factors and identifying the biomarkers for the early diagnosis of pancreatic cancer are important to prevent the development and improve the survival of pancreatic cancer.
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Affiliation(s)
- Jeffrey S Chang
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Li-Tzong Chen
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.,Department of Internal Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan.,Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.,Institute of Molecular Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yan-Shen Shan
- Department of Surgery, National Cheng Kung University Hospital, Tainan, Taiwan.,Institute of Clinical Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Pei-Yi Chu
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.,Department of Pathology, Show Chwan Memorial Hospital, Changhua, Taiwan.,School of Medicine, College of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Chia-Rung Tsai
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan
| | - Hui-Jen Tsai
- National Institute of Cancer Research, National Health Research Institutes, Tainan, Taiwan.,Department of Internal Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan.,Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan
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