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Zhu X, Xu H, Xiao Z, Liu H, Ni Q, Yu X, Luo G. Hyperglycemia predicts adverse prognosis in advanced pancreatic cancer patients. Endocrine 2023; 79:296-303. [PMID: 36609907 DOI: 10.1007/s12020-022-03196-4] [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: 07/29/2022] [Accepted: 09/05/2022] [Indexed: 01/09/2023]
Abstract
BACKGROUND Diabetes mellitus is a prevalent comorbidity in pancreatic cancer. Previous studies have mainly concentrated on the association between diabetes and pancreatic cancer outcomes. However, research on the impact of hyperglycemia on the prognosis of patients with advanced pancreatic cancer is limited. METHODS Information on patients with advanced pancreatic cancer was collected from a prospectively maintained database, and the patients were divided into the hyperglycemia group (fasting blood glucose ≥7.0 mmol/L) and the normoglycemia group (fasting blood glucose < 7.0 mmol/L). Patients with preexisting diabetes were not included in these groups. The associations between hyperglycemia and clinical variables or prognosis were analyzed. RESULTS Among 697 patients with advanced pancreatic cancer and no prior history of diabetes, 25.3% were diagnosed with hyperglycemia. Patients older than 65 years had a higher risk of developing hyperglycemia (P = 0.044). Patients with hyperglycemia had a worse prognosis than those with normoglycemia (median survival, 7.5 vs. 8.8 months, P < 0.001). Hyperglycemia was associated with increased mortality (hazard ratio = 1.38; P = 0.003). CONCLUSIONS Hyperglycemia predicts worse overall survival in patients with advanced pancreatic cancer.
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Affiliation(s)
- Xinzhe Zhu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai, 200032, China
- Pancreatic Cancer Institute, Fudan University, Shanghai, 200032, China
| | - Huaxiang Xu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai, 200032, China
- Pancreatic Cancer Institute, Fudan University, Shanghai, 200032, China
| | - Zhiwen Xiao
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai, 200032, China
- Pancreatic Cancer Institute, Fudan University, Shanghai, 200032, China
| | - He Liu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai, 200032, China
- Pancreatic Cancer Institute, Fudan University, Shanghai, 200032, China
| | - Quanxing Ni
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Pancreatic Cancer Institute, Shanghai, 200032, China
- Pancreatic Cancer Institute, Fudan University, Shanghai, 200032, China
| | - Xianjun Yu
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
- Shanghai Pancreatic Cancer Institute, Shanghai, 200032, China.
- Pancreatic Cancer Institute, Fudan University, Shanghai, 200032, China.
| | - Guopei Luo
- Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
- Shanghai Pancreatic Cancer Institute, Shanghai, 200032, China.
- Pancreatic Cancer Institute, Fudan University, Shanghai, 200032, China.
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2
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Yang J, Yang H, Cao L, Yin Y, Shen Y, Zhu W. Prognostic value of metformin in cancers: An updated meta-analysis based on 80 cohort studies. Medicine (Baltimore) 2022; 101:e31799. [PMID: 36626437 PMCID: PMC9750609 DOI: 10.1097/md.0000000000031799] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Experiments have shown that metformin can inhibit cancer cell growth, but clinical observations have been inconsistent, so we pooled the currently available data to evaluate the impact of metformin on cancer survival and progression. METHODS PubMed, web of science, Embase, and Cochrane databases were searched. Pooled hazard ratios (HRs) were identified using a random-effects model to estimate the strength of the association between metformin and survival and progression in cancer patients. RESULTS We incorporated 80 articles published from all databases which satisfied the inclusion criterion. It showed that metformin was associated with better overall survival (hazard ratio [HR] = 0. 81; 95% confidence interval [CI]: [0.77-0.85]) and cancer-specific survival (HR = 0.79; 95% CI: [0.73-0.86]), and metformin was associated with progression-free survival (HR = 0.76; 95% CI: [0.66-0.87]). In patients with diabetes mellitus, the HR of overall survival was 0.79(95% CI: [0.75-0.83]), progression-free survival was 0.72(95% CI: [0.60-0.85]), and the cancer-specific survival was 0.76(95% CI: [0.68-0.86]). It was proposed that metformin can improve the prognosis of cancer patients with diabetes mellitus. CONCLUSION Based on cohort studies, metformin therapy has potential survival benefits for patients with malignancy, especially with the greatest benefits seen in breast cancer on overall survival, progression-free survival, and cancer-specific survival. And metformin also showed potential benefits in cancer-specific survival in colorectal and prostate cancer.
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Affiliation(s)
- Jing Yang
- Oncology Center, The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Wujiang, Jiangsu Province, P.R. China
| | - Hang Yang
- Oncology Center, The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Wujiang, Jiangsu Province, P.R. China
| | - Ling Cao
- Oncology Center, The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Wujiang, Jiangsu Province, P.R. China
| | - Yuzhen Yin
- Oncology Center, The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Wujiang, Jiangsu Province, P.R. China
| | - Ying Shen
- Department of Endocrinology, The Affiliated Jiangsu Shengze Hospital of Nanjing Medical University, Wujiang, Jiangsu Province, P.R. China
| | - Wei Zhu
- Department of Oncology, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province, P.R. China
- * Correspondence: Wei Zhu, Department of Oncology, First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu Province 210029, P.R. China (e-mail: )
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Badowska-Kozakiewicz A, Fudalej M, Kwaśniewska D, Durlik M, Nasierowska-Guttmejer A, Mormul A, Włoszek E, Czerw A, Banaś T, Deptała A. Diabetes Mellitus and Pancreatic Ductal Adenocarcinoma-Prevalence, Clinicopathological Variables, and Clinical Outcomes. Cancers (Basel) 2022; 14:cancers14122840. [PMID: 35740504 PMCID: PMC9221523 DOI: 10.3390/cancers14122840] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Revised: 05/26/2022] [Accepted: 06/05/2022] [Indexed: 12/11/2022] Open
Abstract
Simple Summary The aim of this study is to describe the prevalence of diabetes mellitus (DM) among patients with the diagnosis of pancreatic ductal adenocarcinoma (PDAC), analyse the association between the occurrence of DM and clinicopathological factors, and detect variables influencing overall survival. Diabetes mellitus is prevalent among patients with pancreatic cancer. In our study, patients with diabetes mellitus receiving palliative chemotherapy had significantly higher median OS than those without. Among variables influencing survival, TNM stage, nodal involvement, tumour site, levels of CEA and CRP were confirmed. Abstract Background: pancreatic ductal adenocarcinoma (PDAC) is the seventh leading cause of cancer-related deaths with increasing incidence and link to the onset of diabetes mellitus (DM). The aim of this study is to describe the prevalence of DM among patients with the diagnosis of PDAC, analyse the association between the occurrence of DM and clinicopathological factors, and detect variables influencing overall survival. Methods: a retrospective analysis of medical records was performed. The patients were divided into non-DM (n = 101) and DM (n = 74) groups. Statistical analysis with the usage of appropriate tests was conducted. Results: Patients in the groups of DM and NODM had significantly longer median OS than the non-DM group. Nodal involvement, tumour location, level of CEA, CRP and CRP/lymphocytes ratio were significantly associated with OS among patients with any type of DM. Neutropenia was less frequently observed in the DM group. Conclusions: DM is prevalent among patients with pancreatic cancer. In our study, patients with DM receiving palliative chemotherapy had significantly higher median OS than those without DM. The increased comprehension of the mechanisms of the relationship between DM and pancreatic cancer needs further research, which might provide avenues for the development of novel preventive and therapeutic strategies.
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Affiliation(s)
- Anna Badowska-Kozakiewicz
- Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.B.-K.); (M.F.)
| | - Marta Fudalej
- Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.B.-K.); (M.F.)
- Department of Oncology and Haematology, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
| | - Daria Kwaśniewska
- Department of Oncology and Haematology, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
| | - Marek Durlik
- Department of Gastroenterological Surgery and Transplantation, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
| | - Anna Nasierowska-Guttmejer
- Department of Pathology, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
| | - Agata Mormul
- Students’ Scientific Organization of Cancer Cell Biology, Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.M.); (E.W.)
| | - Emilia Włoszek
- Students’ Scientific Organization of Cancer Cell Biology, Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.M.); (E.W.)
| | - Aleksandra Czerw
- Department of Health Economics and Medical Law, Medical University of Warsaw, 02-091 Warsaw, Poland;
- Department of Economic and System Analyses, National Institute of Public Health NIH-National Research Institute, 00-791 Warsaw, Poland
| | - Tomasz Banaś
- Department of Gynecology and Oncology, Jagiellonian University Medical College, 31-501 Cracow, Poland;
- Department of Radiotherapy, Maria Sklodowska-Curie Institute–Oncology Centre, 31-115 Cracow, Poland
| | - Andrzej Deptała
- Department of Cancer Prevention, Medical University of Warsaw, 01-445 Warsaw, Poland; (A.B.-K.); (M.F.)
- Department of Oncology and Haematology, Central Clinical Hospital of the Ministry of Interior and Administration, 02-507 Warsaw, Poland;
- Correspondence: ; Tel.: +48-22-5720702
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Ma M, Li W, Xu L, Ping F, Zhang H, Li Y. Diabetes duration and weight loss are associated with onset age and remote metastasis of pancreatic cancer in patients with diabetes mellitus. J Diabetes 2022; 14:261-270. [PMID: 35167190 PMCID: PMC9060030 DOI: 10.1111/1753-0407.13259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 01/24/2022] [Accepted: 01/27/2022] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE To analyze the clinical characteristics of patients with pancreatic cancer (PC) and diabetes and to explore the impact of diabetes duration, weight loss, and hypoglycemic drugs on the tumor biological behavior of PC. METHODS This is a retrospective study on patients with PC and diabetes. Subjects were grouped according to the onset age of PC, distant metastasis, duration of diabetes, degree of weight loss (∆Wt), and type of hypoglycemic drugs. Logistic regression analysis was used to evaluate the association between diabetes duration, weight loss, hypoglycemic drugs, and early-onset PC, distant metastasis. RESULTS Compared with late-onset PC, patients with early-onset PC had a higher proportion of new-onset DM (35 [79.5%] vs. 217 [46.9%], p < 0.001), smoker, drinker, and more obvious weight loss (8.5 [3.8, 15] kg vs. 5 [0, 10] kg, p < 0.001). Patients with remote metastasis had an earlier diagnosis age, heavier weight loss, lower body mass index, and were more likely to be smokers but had cancer less likely to be localized in the head of pancreas. Regression analysis showed that new-onset diabetes and weight loss were independently correlated to early-onset PC: odds ratio (OR) = 3.38 (95% CI 1.36-8.4, p = 0.09; OR = 1.56 (95% CI 1.16-2.1), p = 0.003, respectively. In contrast, long-term diabetes, and heavy weight loss were independently associated with remote metastasis: OR = 3.38 (95% CI 1.36-8.4, p = 0.09; OR = 1.56 (95% CI 1.16-2.1), p = 0.003, respectively. CONCLUSION New-onset diabetes and weight loss were common presentation and risk factors of early-onset PC, which required more attention. Long-term diabetes and heavy weight loss were risk factors contributing to distant metastases, indicating potential risk factors contributing to the adverse prognosis of patients with PC.
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Affiliation(s)
- Minglei Ma
- Department of Endocrinology, Key Laboratory of Endocrinology, Ministry of HealthPeking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical SciencesBeijingChina
- Department of Endocrinology, Beijing Shijitan HospitalCapital Medical UniversityBeijingChina
| | - Wei Li
- Department of Endocrinology, Key Laboratory of Endocrinology, Ministry of HealthPeking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical SciencesBeijingChina
| | - Lingling Xu
- Department of Endocrinology, Key Laboratory of Endocrinology, Ministry of HealthPeking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical SciencesBeijingChina
| | - Fan Ping
- Department of Endocrinology, Key Laboratory of Endocrinology, Ministry of HealthPeking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical SciencesBeijingChina
| | - Huabing Zhang
- Department of Endocrinology, Key Laboratory of Endocrinology, Ministry of HealthPeking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical SciencesBeijingChina
| | - Yuxiu Li
- Department of Endocrinology, Key Laboratory of Endocrinology, Ministry of HealthPeking Union Medical College Hospital, Peking Union Medical College, Chinese Academy of Medical SciencesBeijingChina
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Gyawali M, Venkatesan N, Ogeyingbo OD, Bhandari R, Botleroo RA, Kareem R, Ahmed R, Elshaikh AO. Magic of a Common Sugar Pill in Cancer: Can Metformin Raise Survival in Pancreatic Cancer Patients? Cureus 2021; 13:e16916. [PMID: 34367843 PMCID: PMC8343553 DOI: 10.7759/cureus.16916] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 08/04/2021] [Indexed: 12/14/2022] Open
Abstract
Pancreatic cancer is one of the common cancers globally, with a poor survival outcome. Metformin, a popular anti-diabetic drug, has gained popularity for its use in the chemoprevention of cancer. However, results regarding the survival benefit of metformin in pancreatic cancer have been unpredictable. In this review, we aim to analyze the use of metformin in pancreatic cancer patients with pre-existing diabetes mellitus for survival benefit. We systematically conducted a literature search in PubMed, Science Direct, and Scopus databases to collect the relevant articles and reviewed them. Eventually, 11 quality appraised articles were included accessing overall survival as the primary outcome. Our results concluded that metformin can efficaciously improve survival in pancreatic cancer patients with coexisting diabetes mellitus, but the results are still incongruent. Hence, further prospective studies and clinical trials are essential to provide a strong evidence-based recommendation that will help prolong the lifespan of patients.
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Affiliation(s)
- Mallika Gyawali
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Nanditha Venkatesan
- Internal Medicine, All India Institute of Medical Sciences, Raipur, IND.,Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Opemipo D Ogeyingbo
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA.,Internal Medicine, Saint James School of Medicine, Park Ridge, USA.,Public Health, Walden University, Minneapolis, USA
| | - Renu Bhandari
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA.,Internal Medicine, Manipal College of Medical Sciences, Pokhara, NPL
| | - Rinky A Botleroo
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Roaa Kareem
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Rowan Ahmed
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
| | - Abeer O Elshaikh
- Internal Medicine, California Institute of Behavioral Neurosciences & Psychology, Fairfield, USA
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6
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Fiala O, Ostašov P, Rozsypalová A, Hora M, Šorejs O, Šustr J, Bendová B, Trávníček I, Filipovský J, Fínek J, Büchler T. Metformin Use and the Outcome of Metastatic Renal Cell Carcinoma Treated with Sunitinib or Pazopanib. Cancer Manag Res 2021; 13:4077-4086. [PMID: 34054309 PMCID: PMC8153069 DOI: 10.2147/cmar.s305321] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Accepted: 04/10/2021] [Indexed: 12/25/2022] Open
Abstract
Background The anticancer properties of metformin have been suggested in numerous experimental studies and several retrospective clinical studies show that its use is associated with improved outcome of patients with cancer. However, limited data are available for patients with metastatic renal cell carcinoma (mRCC) treated with targeted therapy. The aim of this retrospective study was to assess the impact of the metformin use on survival of mRCC patients treated with sunitinib or pazopanib. Methods Clinical data from 343 patients with mRCC treated with sunitinib or pazopanib in the first line were analyzed. Progression-free survival (PFS) and overall survival (OS) were compared according to the use of metformin. Results The median PFS and OS for patients using metformin was 31.1 (95% CI 20.6–35.1) and 51.6 (95% CI 44.7-NR) months compared to 9.3 (95% CI 8.0–12.0) and 22.4 (95% CI 19.4–26.8) months for patients not using metformin (p<0.0001 and p=0.0002, respectively). Cox multivariate analysis shows that the use of metformin remains a significant factor for PFS (HR=0.55 [95% CI 0.343–0.883], p=0.013) and also for OS (HR=0.45 [95% CI 0.256–0.794], p=0.006). Conclusion The present study results suggest that the use of metformin was associated with favorable outcome of mRCC patients treated with sunitinib or pazopanib.
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Affiliation(s)
- Ondřej Fiala
- Department of Oncology and Radiotherapy, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic.,Laboratory of Cancer Treatment and Tissue Regeneration, Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech, Czech Republic
| | - Pavel Ostašov
- Laboratory of Tumor Biology and Immunotherapy, Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech, Czech Republic
| | - Aneta Rozsypalová
- Department of Oncology, First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic
| | - Milan Hora
- Department of Urology, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic
| | - Ondřej Šorejs
- Department of Oncology and Radiotherapy, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic.,Laboratory of Cancer Treatment and Tissue Regeneration, Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech, Czech Republic
| | - Jan Šustr
- Department of Oncology and Radiotherapy, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic
| | - Barbora Bendová
- Department of Urology, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic
| | - Ivan Trávníček
- Department of Urology, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic
| | - Jan Filipovský
- 2nd Department of Internal Medicine, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic
| | - Jindřich Fínek
- Department of Oncology and Radiotherapy, Faculty of Medicine and University Hospital in Pilsen, Charles University, Pilsen, Czech Republic
| | - Tomáš Büchler
- Department of Oncology, First Faculty of Medicine, Charles University and Thomayer Hospital, Prague, Czech Republic
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Cunha Júnior AD, Bragagnoli AC, Costa FO, Carvalheira JBC. Repurposing metformin for the treatment of gastrointestinal cancer. World J Gastroenterol 2021; 27:1883-1904. [PMID: 34007128 PMCID: PMC8108031 DOI: 10.3748/wjg.v27.i17.1883] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 03/13/2021] [Accepted: 04/07/2021] [Indexed: 02/06/2023] Open
Abstract
Diabetes mellitus type 2 and cancer share many risk factors. The pleiotropic insulin-dependent and insulin-independent effects of metformin might inhibit pathways that are frequently amplified in neoplastic tissue. Particularly, modulation of inflammation, metabolism, and cell cycle arrest are potential therapeutic cancer targets utilized by metformin to boost the anti-cancer effects of chemotherapy. Studies in vitro and in vivo models have demonstrated the potential of metformin as a chemo- and radiosensitizer, besides its chemopreventive and direct therapeutic activity in digestive system (DS) tumors. Hence, these aspects have been considered in many cancer clinical trials. Case-control and cohort studies and associated meta-analyses have evaluated DS cancer risk and metformin usage, especially in colorectal cancer, pancreatic cancer, and hepatocellular carcinoma. Most clinical studies have demonstrated the protective role of metformin in the risk for DS cancers and survival rates. On the other hand, the ability of metformin to enhance the actions of chemotherapy for gastric and biliary cancers is yet to be investigated. This article reviews the current findings on the anti-cancer mechanisms of metformin and its apparatus from pre-clinical and ongoing studies in DS malignancies.
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Affiliation(s)
- Ademar Dantas Cunha Júnior
- Department of Internal Medicine, Division of Oncology, University of Campinas (UNICAMP), Campinas 13083-970, São Paulo, Brazil
| | | | - Felipe Osório Costa
- Department of Internal Medicine, Division of Oncology, University of Campinas (UNICAMP), Campinas 13083-970, São Paulo, Brazil
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8
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Luo Y, Li X, Ma J, Abbruzzese JL, Lu W. Pancreatic Tumorigenesis: Oncogenic KRAS and the Vulnerability of the Pancreas to Obesity. Cancers (Basel) 2021; 13:cancers13040778. [PMID: 33668583 PMCID: PMC7918840 DOI: 10.3390/cancers13040778] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Revised: 02/08/2021] [Accepted: 02/10/2021] [Indexed: 12/17/2022] Open
Abstract
Simple Summary Pancreatic cancer is a devastating disease with a poor survival rate, and oncogenic mutant KRAS is a major driver of its initiation and progression; however, effective strategies/drugs targeting major forms of mutant KRAS have not been forthcoming. Of note, obesity is known to worsen mutant KRAS-mediated pathologies, leading to PDAC with high penetrance; however, the mechanistic link between obesity and pancreatic cancer remains elusive. The recent discovery of FGF21 as an anti-obesity and anti-inflammation factor and as a downstream target of KRAS has shed new light on the problem. Abstract Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal malignancies and KRAS (Kirsten rat sarcoma 2 viral oncogene homolog) mutations have been considered a critical driver of PDAC initiation and progression. However, the effects of mutant KRAS alone do not recapitulate the full spectrum of pancreatic pathologies associated with PDAC development in adults. Historically, mutant KRAS was regarded as constitutively active; however, recent studies have shown that endogenous levels of mutant KRAS are not constitutively fully active and its activity is still subject to up-regulation by upstream stimuli. Obesity is a metabolic disease that induces a chronic, low-grade inflammation called meta-inflammation and has long been recognized clinically as a major modifiable risk factor for pancreatic cancer. It has been shown in different animal models that obesogenic high-fat diet (HFD) and pancreatic inflammation promote the rapid development of mutant KRAS-mediated PDAC with high penetrance. However, it is not clear why the pancreas with endogenous levels of mutant KRAS is vulnerable to chronic HFD and inflammatory challenges. Recently, the discovery of fibroblast growth factor 21 (FGF21) as a novel anti-obesity and anti-inflammatory factor and as a downstream target of mutant KRAS has shed new light on this problem. This review is intended to provide an update on our knowledge of the vulnerability of the pancreas to KRAS-mediated invasive PDAC in the context of challenges engendered by obesity and associated inflammation.
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Affiliation(s)
- Yongde Luo
- The First Affiliated Hospital & School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China;
- Department of Medicine, Stony Brook University, Stony Brook, NY 11794, USA;
- Correspondence: (Y.L.); (W.L.)
| | - Xiaokun Li
- The First Affiliated Hospital & School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou 325035, Zhejiang, China;
| | - Jianjia Ma
- Department of Medicine, Stony Brook University, Stony Brook, NY 11794, USA;
| | - James L. Abbruzzese
- Division of Medical Oncology, Department of Medicine, Duke Cancer Institute, Duke University, Durham, NC 27710, USA;
| | - Weiqin Lu
- Department of Medicine, Stony Brook University, Stony Brook, NY 11794, USA;
- Correspondence: (Y.L.); (W.L.)
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9
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Effect of type 2 diabetes mellitus on survival in metastatic pancreatic cancer. JOURNAL OF SURGERY AND MEDICINE 2021. [DOI: 10.28982/josam.840948] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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10
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Shi YQ, Zhou XC, Du P, Yin MY, Xu L, Chen WJ, Xu CF. Relationships are between metformin use and survival in pancreatic cancer patients concurrent with diabetes: A systematic review and meta-analysis. Medicine (Baltimore) 2020; 99:e21687. [PMID: 32925714 PMCID: PMC7489714 DOI: 10.1097/md.0000000000021687] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 06/14/2020] [Accepted: 07/10/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Increased risk and cancer-related mortality is observed in pancreatic cancer (PC) patients with diabetes mellitus (DM). Whether using metformin as glucose-lowering therapy can result in survival benefit in this group of patients is still unclear. METHODS A meta-analysis of 21 studies that including 38,772 patients was performed to investigate the association between metformin and overall survival in patients with PC and concurrent DM. RESULTS A significant survival benefit was observed in metformin treatment group compared with non-metformin group (hazard ratio [HR] = 0.83, 95% confidence interval [CI]: 0.74-0.91). These associations were observed in both subgroups of Asian countries (HR = 0.69, 95% CI: 0.60-0.79) and Western countries (HR = 0.86, 95% CI: 0.76-0.95), the former was more obvious. Survival benefit was gained for patients at early stage (HR = 0.75, 95% CI: 0.64-0.85) and mixed stage (HR = 0.81, 95% CI: 0.70-0.91), but not for patients at advanced stage (HR = 0.99, 95% CI: 0.74-1.24). Similarly, survival benefit was also observed in patients receiving surgery (HR = 0.82, 95% CI: 0.69-0.94) and comprehensive treatment (HR = 0.85, 95% CI: 0.77-0.93), but not in chemotherapy group (HR = 0.99, 95% CI: 0.67-1.30). No obvious benefit was suggested when pooled by time-varying COX model (HR = 0.94, 95% CI: 0.86-1.03). CONCLUSIONS These results suggest that metformin is associated with survival benefit in patients with PC and concurrent DM. Further randomized controlled trials and prospective studies with larger sample sizes are required to confirm our findings.
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Affiliation(s)
- Yu-Qi Shi
- Department of Gastroenterology, the First Affiliated Hospital of Soochow University
| | | | - Peng Du
- Department of Invasive Technology, The First Affiliated Hospital of Soochow University
| | | | | | | | - Chun-Fang Xu
- The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu Province, China
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11
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Bitterman DS, Winter KA, Hong TS, Fuchs CS, Regine WF, Abrams RA, Safran H, Hoffman JP, Benson AB, Kasunic T, Mulcahy M, Strauss JF, DiPetrillo T, Stella PJ, Chen Y, Plastaras JP, Crane CH. Impact of Diabetes and Insulin Use on Prognosis in Patients With Resected Pancreatic Cancer: An Ancillary Analysis of NRG Oncology RTOG 9704. Int J Radiat Oncol Biol Phys 2020; 109:201-211. [PMID: 32858111 DOI: 10.1016/j.ijrobp.2020.08.042] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 07/31/2020] [Accepted: 08/14/2020] [Indexed: 12/14/2022]
Abstract
PURPOSE Diabetes mellitus (DM) has been proposed to be tumorigenic; however, prior studies of the association between DM and survival are conflicting. The goal of this ancillary analysis of RTOG 9704, a randomized controlled trial of adjuvant chemotherapy in pancreatic cancer, was to determine the prognostic effects of DM and insulin use on survival. METHODS AND MATERIALS Eligible patients from RTOG 9704 with available data on DM and insulin use were included. Overall survival (OS) and disease-free survival (DFS) were estimated using the Kaplan-Meier method, and variable levels were compared using log-rank test. Cox proportional hazards models were created to assess the associations among DM, insulin use, and body mass index phenotypes on outcomes. RESULTS Of 538 patients enrolled from 1998 to 2002, 238 patients were eligible with analyzable DM and insulin use data. Overall 34% of patients had DM and 66% did not. Of patients with DM, 64% had insulin-dependent DM, and 36% had non-insulin-dependent DM. On univariable analysis, neither DM nor insulin dependence were associated with OS or DFS (P > .05 for all). On multivariable analysis, neither DM, insulin use, nor body mass index were independently associated with OS or DFS. Nonwhite race (hazard ratio [HR], 2.18; 95% confidence interval [CI], 1.35-3.50; P = .0014), nodal involvement (HR, 1.74; 95% CI, 1.24-2.45; P = .0015), and carbohydrate antigen 19-9 (CA19-9) ≥90 U/mL (HR, 3.61; 95% CI, 2.32-5.63; P < .001) were associated with decreased OS. Nonwhite race (HR, 1.67; 95% CI, 1.05-2.63; P = .029) and CA19-9 ≥90 U/mL (HR, 2.86; 95% CI, 1.85-4.40; P < .001) were associated with decreased DFS. CONCLUSIONS DM and insulin use were not associated with OS or DFS in patients with pancreatic cancer in this study. Race, nodal involvement, and increased CA19-9 were significant predictors of outcomes. These data might apply to the more modern use of neoadjuvant therapies for potentially resectable pancreatic cancer.
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Affiliation(s)
| | - Kathryn A Winter
- NRG Oncology Statistics and Data Management Center, Philadelphia, Pennsylvania
| | - Theodore S Hong
- Massachusetts General Hospital Cancer Center, Boston, Massachusetts
| | | | - William F Regine
- University of Maryland/Greenebaum Cancer Center, Baltimore, Maryland
| | | | | | | | | | | | | | - James F Strauss
- Texas Health Resources Presbyterian Hospital Dallas (accrual under University of Texas/Presbyterian Hospital), Dallas, Texas
| | | | - Philip J Stella
- St. Joseph Mercy Hospital (accrual under Michigan Cancer Research Consortium CCOP), Ypsilanti, Michigan
| | | | - John P Plastaras
- University of Pennsylvania/Abramson Cancer Center, Philadelphia, Pennsylvania
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12
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Dulskas A, Patasius A, Linkeviciute-Ulinskiene D, Zabuliene L, Smailyte G. Cohort Study of Antihyperglycemic Medication and Pancreatic Cancer Patients Survival. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17176016. [PMID: 32824907 PMCID: PMC7503289 DOI: 10.3390/ijerph17176016] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 08/06/2020] [Accepted: 08/11/2020] [Indexed: 12/14/2022]
Abstract
Background: We assessed the association between the use of metformin and other antihyperglycemic medications on overall survival in diabetic patients with pancreatic cancer. Methods: Patients with pancreatic cancer and diabetes between 2000 and 2015 were identified from the Lithuanian Cancer Registry and the National Health Insurance Fund database. Cohort members were classified into six groups according to type 2 diabetes mellitus treatment: sulfonylurea monotherapy; metformin monotherapy; insulin monotherapy; metformin and sulfonylurea combination; metformin and other antihyperglycemic medications; all other combinations of oral antihyperglycemic medications. Survival was calculated from the date of cancer diagnosis to the date of death or the end of follow-up (31 December 2018). Results: Study group included 454 diabetic patients with pancreatic cancer. We found no statistically significant differences in overall survival between patients by glucose-lowering therapy. However, highest mortality risk was observed in patients on insulin monotherapy, and better survival was observed in the groups of patients using antihyperglycemic medication combinations, metformin alone, and metformin in combination with sulfonylurea. Analysis by cumulative dose of metformin showed significantly lower mortality risk in the highest cumulative dose category (HR 0.76, 95% CI 0.58–0.99). Conclusions: Our study showed that metformin might have a survival benefit for pancreatic cancer patients, suggesting a potentially available option for the treatment.
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Affiliation(s)
- Audrius Dulskas
- Department of Abdominal and General Surgery and Oncology, National Cancer Institute, 1 Santariskiu Str., LT-08406 Vilnius, Lithuania
- Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, 1 Santariskiu Str., LT-08406 Vilnius, Lithuania;
- Correspondence: ; Tel.: +37-067-520-094
| | - Ausvydas Patasius
- Laboratory of Cancer Epidemiology, National Cancer Institute, LT-08406 Vilnius, Lithuania; (A.P.); (G.S.)
- Institute of Health Sciences, Faculty of Medicine, Vilnius University, LT-03101 Vilnius, Lithuania
| | | | - Lina Zabuliene
- Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, 1 Santariskiu Str., LT-08406 Vilnius, Lithuania;
| | - Giedre Smailyte
- Laboratory of Cancer Epidemiology, National Cancer Institute, LT-08406 Vilnius, Lithuania; (A.P.); (G.S.)
- Institute of Health Sciences, Faculty of Medicine, Vilnius University, LT-03101 Vilnius, Lithuania
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13
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The Role of Dysfunctional Adipose Tissue in Pancreatic Cancer: A Molecular Perspective. Cancers (Basel) 2020; 12:cancers12071849. [PMID: 32659999 PMCID: PMC7408631 DOI: 10.3390/cancers12071849] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Revised: 07/04/2020] [Accepted: 07/06/2020] [Indexed: 12/24/2022] Open
Abstract
Pancreatic cancer (PC) is a lethal malignancy with rising incidence and limited therapeutic options. Obesity is a well-established risk factor for PC development. Moreover, it negatively affects outcome in PC patients. Excessive fat accumulation in obese, over- and normal-weight individuals induces metabolic and inflammatory changes of adipose tissue microenvironment leading to a dysfunctional adipose “organ”. This may drive the association between abnormal fat accumulation and pancreatic cancer. In this review, we describe several molecular mechanisms that underpin this association at both local and systemic levels. We focus on the role of adipose tissue-derived circulating factors including adipokines, hormones and pro-inflammatory cytokines, as well as on the impact of the local adipose tissue in promoting PC. A discussion on potential therapeutic interventions, interfering with pro-tumorigenic effects of dysfunctional adipose tissue in PC, is included. Considering the raise of global obesity, research efforts to uncover the molecular basis of the relationship between pancreatic cancer and adipose tissue dysfunction may provide novel insights for the prevention of this deadly disease. In addition, these efforts may uncover novel targets for personalized interventional strategies aimed at improving the currently unsatisfactory PC therapeutic options.
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14
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Yoo D, Kim N, Hwang DW, Song KB, Lee JH, Lee W, Kwon J, Park Y, Hong S, Lee JW, Hwang K, Shin D, Tak E, Kim SC. Association between Metformin Use and Clinical Outcomes Following Pancreaticoduodenectomy in Patients with Type 2 Diabetes and Pancreatic Ductal Adenocarcinoma. J Clin Med 2020; 9:jcm9061953. [PMID: 32580502 PMCID: PMC7356590 DOI: 10.3390/jcm9061953] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Revised: 06/16/2020] [Accepted: 06/18/2020] [Indexed: 12/12/2022] Open
Abstract
Retrospective studies on the association between metformin and clinical outcomes have mainly been performed on patients with non-resectable pancreatic ductal adenocarcinoma and may have been affected by time-related bias. To avoid this bias, recent studies have used time-varying analysis; however, they have only considered the start date of metformin use and not the stop date. We studied 283 patients with type 2 diabetes and pancreatic ductal adenocarcinoma following pancreaticoduodenectomy, and performed analysis using a Cox model with time-varying covariates, while considering both start and stop dates of metformin use. When start and stop dates were not considered, the metformin group showed significantly better survival. Compared with previous studies, adjusted analysis based on Cox models with time-varying covariates only considering the start date of postoperative metformin use showed no significant differences in survival. However, although adjusted analysis considering both start and stop dates showed no significant difference in recurrence-free survival, the overall survival was significantly better in the metformin group (Hazard ratio (HR), 0.747; 95% confidence interval (CI), 0.562–0.993; p = 0.045). Time-varying analysis incorporating both start and stop dates thus revealed that metformin use is associated with a higher overall survival following pancreaticoduodenectomy in patients with type 2 diabetes and pancreatic ductal adenocarcinoma.
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Affiliation(s)
- Daegwang Yoo
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Nayoung Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea;
| | - Dae Wook Hwang
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Ki Byung Song
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Jae Hoon Lee
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Woohyung Lee
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Jaewoo Kwon
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Yejong Park
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Sarang Hong
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Jong Woo Lee
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Kyungyeon Hwang
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Dakyum Shin
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea; (D.Y.); (D.W.H.); (K.B.S.); (J.H.L.); (W.L.); (J.K.); (Y.P.); (S.H.); (J.W.L.); (K.H.); (D.S.)
| | - Eunyoung Tak
- Department of Convergence Medicine, Asan Medical Institute of Convergence Science and Technology (AMIST), Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea
- Correspondence: (E.T.); (S.C.K.); Tel.: +82-2-3010-4634 (E.T.); +82-2-3010-3936 (S.C.K.)
| | - Song Cheol Kim
- Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Asan Medical Institute of Convergence Science and Technology (AMIST), Asan Medical Center, University of Ulsan College of Medicine, Seoul 05505, Korea
- Correspondence: (E.T.); (S.C.K.); Tel.: +82-2-3010-4634 (E.T.); +82-2-3010-3936 (S.C.K.)
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15
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Quoc Lam B, Shrivastava SK, Shrivastava A, Shankar S, Srivastava RK. The Impact of obesity and diabetes mellitus on pancreatic cancer: Molecular mechanisms and clinical perspectives. J Cell Mol Med 2020; 24:7706-7716. [PMID: 32458441 PMCID: PMC7348166 DOI: 10.1111/jcmm.15413] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 04/24/2020] [Indexed: 01/18/2023] Open
Abstract
The incidence of obesity and type 2 diabetes (T2DM) in the Western world has increased dramatically during the recent decades. According to the American Cancer Society, pancreatic cancer (PC) is the fourth leading cause of cancer‐related death in the United States. The relationship among obesity, T2DM and PC is complex. Due to increase in obesity, diabetes, alcohol consumption and sedentary lifestyle, the mortality due to PC is expected to rise significantly by year 2040. The underlying mechanisms by which diabetes and obesity contribute to pancreatic tumorigenesis are not well understood. Furthermore, metabolism and microenvironment within the pancreas can also modulate pancreatic carcinogenesis. The risk of PC on a population level may be reduced by modifiable lifestyle risk factors. In this review, the interactions of diabetes and obesity to PC development were summarized, and novel strategies for the prevention and treatment of diabetes and PC were discussed.
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Affiliation(s)
- Bao Quoc Lam
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA
| | - Sushant K Shrivastava
- Department of Pharmaceutics, Indian Institute of Technology, Banaras Hindu University, Varanasi, UP, India
| | - Anju Shrivastava
- Department of Oncology, St. Joseph's Hospital and Medical Center, Phoenix, AZ, USA
| | - Sharmila Shankar
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA.,Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, USA.,Southeast Louisiana Veterans Health Care System, New Orleans, LA, USA
| | - Rakesh K Srivastava
- Stanley S. Scott Cancer Center, Louisiana State University Health Sciences Center, New Orleans, LA, USA.,Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, USA
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16
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Terasaki F, Sugiura T, Okamura Y, Ito T, Yamamoto Y, Ashida R, Ohgi K, Uesaka K. Oncological benefit of metformin in patients with pancreatic ductal adenocarcinoma and comorbid diabetes mellitus. Langenbecks Arch Surg 2020; 405:313-324. [PMID: 32367394 DOI: 10.1007/s00423-020-01874-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Accepted: 03/29/2020] [Indexed: 12/14/2022]
Abstract
PURPOSE Some clinical studies have suggested that metformin improved prognoses in several cancers. This study aimed to identify prognostic factors for pancreatic ductal adenocarcinoma (PDAC) and determine the utility of metformin administration. METHODS Between January 2007 and December 2015, 373 consecutive patients underwent curative surgery for PDAC. Among the patients, 121 were diagnosed as having diabetes mellitus (DM) before surgery. The characteristics and overall survival (OS) between patients with and without DM were compared retrospectively. Based on their metformin intake, patients with DM were divided into two groups. OS rates between patients with and without metformin intake were compared. Univariate and multivariate analyses were performed to identify prognostic factors for OS among all patients and those with PDAC and DM. RESULTS No significant differences in the 5-year survival rates between patients with and without DM were observed. Among the 121 patients with DM, 18 received metformin and 103 did not (other medications group). The 5-year survival rate was significantly better in the metformin group than in the other medications group (66.7% and 24.4%, respectively; p = 0.034). Multivariate analysis identified pN1 (p = 0.002), metformin administration (p = 0.022), and microvascular invasion (p = 0.023) as independent prognostic factors for OS in the patients with DM. Matched-pair analysis showed that OS tended to be better in the metformin group than in the other medications group (p = 0.067). CONCLUSIONS History of metformin intake may contribute to favorable prognosis in patients with PDAC and pre-existing DM.
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Affiliation(s)
- Fumihiro Terasaki
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Teiichi Sugiura
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan.
| | - Yukiyasu Okamura
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Takaaki Ito
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Yusuke Yamamoto
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Ryo Ashida
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Katsuhisa Ohgi
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
| | - Katsuhiko Uesaka
- Division of Hepato-Biliary-Pancreatic Surgery, Shizuoka Cancer Center, 1007 Shimonagakubo, Nagaizumi-cho, Sunto-gun, Shizuoka, 411-8777, Japan
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17
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Jian L, Yang G. Identification of Key Genes Involved in Diabetic Peripheral Neuropathy Progression and Associated with Pancreatic Cancer. Diabetes Metab Syndr Obes 2020; 13:463-476. [PMID: 32110079 PMCID: PMC7037175 DOI: 10.2147/dmso.s235011] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2019] [Accepted: 02/01/2020] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION Diabetes mellitus (DM) patients suffer from high morbidity and premature mortality due to various diabetic complications and even cancers. Therefore, this study aimed to identify key genes involved in the pathogenesis of diabetic peripheral neuropathy (DPN) and pancreatic cancer (PC). METHODS We analyzed three gene expression profiles (GSE95849, GSE28735 and GSE59953) to obtain differentially expressed genes (DEGs). Then, Gene Ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were performed by using the Database for Annotation, Visualization, and Integrated Discovery (DAVID). The Search Tool for the Retrieval of Interacting Genes/Proteins (STRING) database was then used to establish a protein-protein interaction (PPI) network. The MCODE and cytoHubba plug-ins of Cytoscape were used to select hub genes. Finally, survival analysis of the hub genes was performed using the Kaplan-Meier plotter and GEPIA online tool. RESULTS We first analyzed GSE95849 to obtain DPN-related genes. DEGs were obtained from three groups in GSE95849. The DEGs were enriched in the Toll-like receptor signaling pathway, hematopoietic cell lineage and chemokine signaling pathway. Importantly, we identified three shared genes as hub genes, including TLR4, CCR2 and MMP9. We then analyzed and integrated GSE95849 and GSE28735 to obtain genes common in DM and PC. A total of 58 mutual DEGs were identified, and these DEGs were enriched in the ECM-receptor interaction, focal adhesion and pathways in cancer. Five hub genes (including PLAU, MET, CLU, APOL1 and MMP9) were associated with the overall survival of PC patients. However, the results from the analysis of GSE59953 showed that hyperglycemia or TGF-β1 treatment did not affect the expression level of these hub genes, but the DEGs based on hyperglycemia or TGF-β1 treatment were mostly enriched in the ECM-receptor interaction, focal adhesion and pathways in cancer. Finally, functional enrichment analysis of MMP9 showed that significant genes correlated with MMP9 were associated with the tumorigenicity of cancers, insulin resistance, development of DM and inflammation. CONCLUSION In summary, inflammation and immunity-related pathways may play an important role in DM and DPN, while the ECM-receptor interaction, focal adhesion and pathways in cancer pathways may play significant roles in DM and PC. MMP9 may be used as a prognostic marker for PC and may be helpful for the treatment of DM, DPN and PC.
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Affiliation(s)
- Liumeng Jian
- Department of Neurology, Zengcheng District People’s Hospital of Guangzhou, (BoJi-Affiliated Hospital of Sun Yat-Sen University), Guangzhou, People’s Republic of China
| | - Guangda Yang
- Department of Cancer Chemotherapy, Zengcheng District People’s Hospital of Guangzhou (BoJi-Affiliated Hospital of Sun Yat-Sen University), Guangzhou, People’s Republic of China
- Correspondence: Guangda Yang Department of Cancer Chemotherapy, Zengcheng District People’s Hospital of Guangzhou (BoJi-Affiliated Hospital of Sun Yat-Sen University), Guangzhou511300, People’s Republic of China Email
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18
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Kim HS, Kim JH, Jang HJ, Lee J. The addition of metformin to systemic anticancer therapy in advanced or metastatic cancers: a meta-analysis of randomized controlled trials. Int J Med Sci 2020; 17:2551-2560. [PMID: 33029097 PMCID: PMC7532491 DOI: 10.7150/ijms.50338] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 09/01/2020] [Indexed: 12/14/2022] Open
Abstract
Preclinical studies have demonstrated that metformin has anticancer properties and act in additive or synergistic way when combined with anticancer agents. We conducted this meta-analysis of randomized clinical trials to evaluate the effect of metformin added to systemic anticancer therapy in patients with advanced or metastatic cancer. A computerized systematic electronic search was performed using PubMed, PMC, EMBASE, Cochrane Library, and Web of Science databases (up to June 2020). From nine randomized clinical trials, 821 patients were included in the pooled analyses of odds ratios (ORs) with 95% confidence intervals (CIs) for overall response rate (ORR) and hazard ratios (HRs) with 95% CIs for progression-free survival (PFS) and overall survival (OS). The concomitant use of metformin with systemic anticancer therapy did not increase tumor response (the pooled OR of ORR = 1.23, 95% CI: 0.89-1.71, p = 0.21), compared with anticancer therapy alone. In terms of survival, metformin added to anticancer agents failed to prolong PFS (HR = 0.95, 95% CI: 0.75-1.21, p = 0.68) and OS (HR = 0.97, 95% CI: 0.80-1.16, p = 0.71). In conclusion, this meta-analysis of randomized clinical trials indicates that the addition of metformin to systemic anticancer therapy has no clinical benefits in patients with advanced or metastatic cancer.
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Affiliation(s)
- Hyeong Su Kim
- Division of Hemato-Oncology, Department of Internal Medicine, Hallym University Medical Center, Hallym University College of Medicine, Seoul 07441, Republic of Korea
| | - Jung Han Kim
- Division of Hemato-Oncology, Department of Internal Medicine, Hallym University Medical Center, Hallym University College of Medicine, Seoul 07441, Republic of Korea
| | - Hyun Joo Jang
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred-Heart Hospital, Hallym University Medical Center, Hallym University College of Medicine, Hwasung 18450, Gyeonggi-Do, Republic of Korea
| | - Jin Lee
- Division of Gastroenterology, Department of Internal Medicine, Dongtan Sacred-Heart Hospital, Hallym University Medical Center, Hallym University College of Medicine, Hwasung 18450, Gyeonggi-Do, Republic of Korea
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Toriola AT, Luo S, Thomas TS, Drake BF, Chang SH, Sanfilippo KM, Carson KR. Metformin Use and Pancreatic Cancer Survival among Non-Hispanic White and African American U.S. Veterans with Diabetes Mellitus. Cancer Epidemiol Biomarkers Prev 2019; 29:169-175. [DOI: 10.1158/1055-9965.epi-19-0781] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 09/26/2019] [Accepted: 10/29/2019] [Indexed: 11/16/2022] Open
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20
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Ma J, Wang J, Ge L, Long B, Zhang J. The impact of diabetes mellitus on clinical outcomes following chemotherapy for the patients with pancreatic cancer: a meta-analysis. Acta Diabetol 2019; 56:1103-1111. [PMID: 31069497 DOI: 10.1007/s00592-019-01337-2] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 03/30/2019] [Indexed: 02/07/2023]
Abstract
AIMS A meta-analysis was performed to evaluate the prognostic impact of diabetes on the clinical outcome for patients with pancreatic cancer following the adjuvant chemotherapy. METHODS To identify all researches and studies relevant to the prognostic impact of diabetes on the clinical outcome for patients with pancreatic cancer following the adjuvant chemotherapy, a comprehensive literature search was performed until January 30, 2018, by searching PubMed, EMBASE, and the Cochrane Library. The relevant data were extracted from included studies by two reviewers independently. HR and its 95% confidence interval (CI) were synthesized using STATA 12.0 software. RESULTS All of six studies consisting of 4241 pancreatic cancer patients (1034 patients with DM and 3207 patients without DM) were eligible and included in this meta-analysis. The result of meta-analysis under a fixed model showed that there are significant differences in overall survival (HR 1.16, 95% CI 1.08-1.25, P = 0.000) and T stage (OR 1.30, 95% CI 1.08-2.17, P = 0.005) between PC patients with DM following chemotherapy and PC patients without DM following chemotherapy. There was no significant difference in gender (OR 1.23, 95% CI 1.00-1.50, P = 0.051), tumor locations (OR 1.13, 95% CI 0.81-1.56, P = 0.476), cancer extent (OR 0.85, 95% CI 0.48-1.50, P = 0.569), N stage (OR 1.01, 95% CI 0.58-1.74, P = 0.973), and M stage (OR 0.64, 95% CI 0.21-1.99, P = 0.441) between diabetic PC patients and non-diabetic patients. CONCLUSIONS Diabetes mellitus patients who undergo chemotherapy for pancreatic cancer present with a reduced survival and lager tumor. Pancreatic cancer patients with DM also have a higher risk of death after chemotherapy.
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Affiliation(s)
- Jichun Ma
- Department of General Surgery, Lanzhou University Second Hospital, No. 82, Cuiying Gate, Chengguan District, Lanzhou, Gansu, People's Republic of China
| | - Jing Wang
- Department of Endocrinology, Qilu Hospital of Shandong University, Jinan, People's Republic of China
| | - Long Ge
- Evidence-Based Medicine Center, Lanzhou University, Lanzhou, People's Republic of China
| | - Bo Long
- Department of General Surgery, Lanzhou University Second Hospital, No. 82, Cuiying Gate, Chengguan District, Lanzhou, Gansu, People's Republic of China
| | - Junqiang Zhang
- Department of General Surgery, Lanzhou University Second Hospital, No. 82, Cuiying Gate, Chengguan District, Lanzhou, Gansu, People's Republic of China.
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21
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Mashayekhi-Sardoo H, Mohammadpour AH, Nomani H, Sahebkar A. The effect of diabetes mellitus on pharmacokinetics, pharmacodynamics and adverse drug reactions of anticancer drugs. J Cell Physiol 2019; 234:19339-19351. [PMID: 31017666 DOI: 10.1002/jcp.28644] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2018] [Accepted: 01/30/2019] [Indexed: 12/14/2022]
Abstract
Diabetes mellitus (DM) and cancer are global problems carrying huge human, social, and economic impact. Type 2 diabetes (T2DM) is associated with an increased risk for a number of cancers, including breast, pancreatic, and liver cancer. Moreover, adverse drug reactions are higher in paitents with cancer with T2DM compared to cancer patients without T2DM. Cellular mechanisms of hyperglycemia and chemotherapy efficacy may be different depending upon the particular cancer type and the condition of the patient. This review evaluates the effect of DM on the pharmacokinetic, pharmacodynamic, and adverse drug reactions of commonly used anticancer drugs such as cisplatin, methotrexate, paclitaxel, doxorubicin, and adriamycin in both clinical and animal models. A literature search was conducted in scientific databases including Web of Science, PubMed, Scopus, and Google Scholar including the relevant keywords. The results of the effectiveness of anticancer therapies in patients with DM are, however, inconsistent because DM can negatively impact multiple diverse entities including nerves and vascular structures, insulin-like growth factor 1, the function of the innate immune system, drug pharmacokinetics, the expression levels of hepatic CYP450 , Mdr 1b and enzymes that then lead to drug toxicity. However, in a few circumstances, DM led to attenuation of the toxicity of anticancer drugs secondary to attenuation of the energy-dependent renal uptake process. Overall, the impact of DM on patients with cancer is variable because of the diverse types of cancers and the spectrum of anticancer drugs. With respect to the evidence for cancer involvement in DM pathophysiology and the response to anticancer treatment in patients with DM, many questions still remain and further clinical trials are needed.
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Affiliation(s)
- Habibeh Mashayekhi-Sardoo
- Department of Pharmacodynamics and Toxicology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Hooshang Mohammadpour
- Department of Clinical Pharmacy, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran.,Pharmaceutical Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Homa Nomani
- Department of Clinical Pharmacy, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amirhossein Sahebkar
- Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran.,Neurogenic Inflammation Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.,School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
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22
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Wei M, Liu Y, Bi Y, Zhang ZJ. Metformin and pancreatic cancer survival: Real effect or immortal time bias? Int J Cancer 2019; 145:1822-1828. [PMID: 30848544 DOI: 10.1002/ijc.32254] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Revised: 02/25/2019] [Accepted: 03/05/2019] [Indexed: 12/20/2022]
Abstract
High heterogeneity has been reported among cohort studies investigating the association between metformin and pancreatic cancer survival. Immortal time bias may be one importance source of heterogeneity, as it is widely present in previous cohort studies and may severely impair the validity. Our study aimed to examine whether metformin therapy improves pancreatic cancer survival, and to assess the impact of immortal time bias on the effect estimation of metformin in cohort studies. PubMed, EMbase and SciVerse Scopus were searched. Pooled relative risks (RRs) were derived using a random-effects model. Pooled RR from the six studies without immortal time bias showed no association between metformin and mortality in pancreatic cancer patients (RR 0.93, 95% CI 0.82, 1.05; p = 0.22 and I2 = 75%). In contrast, pooled RR from the nine studies with immortal time bias showed a reduction of 24% in mortality associated with metformin (RR 0.76, 95% CI 0.69, 0.84; p < 0.001 and I2 = 1%). From a meta-regression model, existence of immortal time bias was associated with a reduction of 18% in the effect estimate of metformin on pancreatic cancer survival (ratio of RR 0.82, 95% CI 0.70, 0.96; p = 0.02). In conclusions, cumulative evidence from cohort studies does not support a beneficial effect of metformin on pancreatic cancer survival. The association between metformin and pancreatic cancer survival has been greatly exaggerated in previous cohort studies due to the wide existence of immortal time bias. More rigorous designs and statistical methods are needed to account for immortal time bias.
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Affiliation(s)
- Min Wei
- Department of Obstetrics and Gynecology, Renmin Hospital, Wuhan University, Wuhan, China.,Department of Preventive Medicine, School of Health Sciences, Wuhan University, Wuhan, China
| | - Yu Liu
- Department of Statistics and Management, School of Management, Wuhan Institute of Technology, Wuhan, China
| | - Yongyi Bi
- Department of Preventive Medicine, School of Health Sciences, Wuhan University, Wuhan, China
| | - Zhi-Jiang Zhang
- Department of Preventive Medicine, School of Health Sciences, Wuhan University, Wuhan, China
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23
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Kellam H, Yim KL. Exploring the bi-directional relationship between pancreatic cancer and diabetes mellitus: a retrospective study. J Diabetes Metab Disord 2018; 17:247-252. [PMID: 30918860 DOI: 10.1007/s40200-018-0366-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 11/01/2018] [Indexed: 12/16/2022]
Abstract
Objective To explore the bi-directional between pancreatic cancer (PC) and diabetes mellitus (DM); focusing on the prevalence, temporal association and impact on survival outcomes. Methods A retrospective audit of pancreatic cancer patients from the institutional clinical database (CaNISC) between January 2012 and April 2018. Results A total of 131 patients were analysed, 58 patients carried a diagnosis of diabetes mellitus. The median overall survival for diabetes mellitus patients was 12.0 months (95 CI, 5.9 to 18.1 months) in comparison to 13.0 months (95% CI, 8.6 to 17.3 months) in non-diabetes mellitus patients (p = 0.334). Conclusion There was no significant difference in the overall survival between DM and non-DM patients.
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24
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Broadhurst PJ, Hart AR. Metformin as an Adjunctive Therapy for Pancreatic Cancer: A Review of the Literature on Its Potential Therapeutic Use. Dig Dis Sci 2018; 63:2840-2852. [PMID: 30159732 DOI: 10.1007/s10620-018-5233-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 07/31/2018] [Indexed: 12/11/2022]
Abstract
Pancreatic ductal adenocarcinoma has the worst prognosis of any cancer. New adjuvant chemotherapies are urgently required, which are well tolerated by patients with unresectable cancers. This paper reviews the existing proof of concept data, namely laboratory, pharmacoepidemiological, experimental medicine and clinical trial evidence for investigating metformin in patients with pancreatic ductal adenocarcinoma. Laboratory evidence shows metformin inhibits mitochondrial ATP synthesis which directly and indirectly inhibits carcinogenesis. Drug-drug interactions of metformin with proton pump inhibitors and histamine H2-receptor antagonists may be of clinical relevance and pertinent to future research of metformin in pancreatic ductal adenocarcinoma. To date, most cohort studies have demonstrated a positive association with metformin on survival in pancreatic ductal adenocarcinoma, although there are many methodological limitations with such study designs. From experimental medicine studies, there are sparse data in humans. The current trials of metformin have methodological limitations. Two small randomized controlled trials (RCTs) reported null findings, but there were potential inequalities in cancer staging between groups and poor compliance with the intervention. Proof of concept data, predominantly from laboratory work, supports assessing metformin as an adjunct for pancreatic ductal adenocarcinoma in RCTs. Ideally, more experimental medicine studies are needed for proof of concept. However, many feasibility criteria need to be answered before such trials can progress.
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Affiliation(s)
| | - Andrew R Hart
- Norwich Medical School, University of East Anglia, Norwich, NR4 7TJ, UK.,Norfolk and Norwich University Hospital NHS Trust, University of East Anglia, Norwich, NR4 7TJ, UK
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25
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Beg MS, Gupta A, Sher D, Ali S, Khan S, Gao A, Stewart T, Ahn C, Berry J, Mortensen EM. Impact of Concurrent Medication Use on Pancreatic Cancer Survival-SEER-Medicare Analysis. Am J Clin Oncol 2018; 41:766-771. [PMID: 28079594 PMCID: PMC5503814 DOI: 10.1097/coc.0000000000000359] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
OBJECTIVES Preclinical studies have suggested that non-antineoplastic medication use may impact pancreatic cancer biology. We examined the association of several medication classes on pancreatic cancer survival in a large medical claims database. MATERIALS AND METHODS Histologically confirmed pancreatic adenocarcinoma diagnosed between 2006 and 2009 were analyzed from the Surveillance, Epidemiology, and End Results-Medicare database with available part D data. Drug use was defined as having 2 prescriptions filled within 12 months of pancreatic cancer diagnosis. The following medication classes/combinations were analyzed: β-blocker, statin, insulin, metformin, thiazolidinedione, warfarin, heparin, β-blocker/statin, metformin/statin, and β-blocker/metformin. Multivariable Cox proportional hazard models adjusting for age, sex, race, stage at diagnosis, site of cancer, and Charlson comorbidity index were constructed to test the association between medication classes and overall survival. RESULTS A total of 13,702 patients were included in the study; median age 76 years, 42.5% males, 77.1% white. The most common anatomic site and stage at diagnosis were head of the pancreas (49.9%) and stage 4 (49.6%), respectively. Ninety-four percent of patients died in the follow-up period (median overall survival 5.3 mo). Multivariable Cox regression analysis showed that use of β-blockers, heparin, insulin, and warfarin were significantly associated with improved survival (P<0.05 for each one), whereas metformin, thiazolidinedione, statin, and combination therapies were not. CONCLUSIONS In this study, use of β-blockers, heparin, insulin, and warfarin were associated with improved survival in patients with pancreatic cancer. Additional studies are needed to validate these findings in the clinical setting.
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Affiliation(s)
- Muhammad Shaalan Beg
- Division of Hematology/Oncology, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390-8852
- Harold C. Simmons Cancer Center, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - Arjun Gupta
- Department of Internal Medicine, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - David Sher
- Harold C. Simmons Cancer Center, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
- Department of Radiation Oncology, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - Sadia Ali
- Division of Endocrinology and Metabolism, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - Saad Khan
- Division of Hematology/Oncology, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390-8852
- Harold C. Simmons Cancer Center, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - Ang Gao
- Department of Clinical Sciences, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - Tyler Stewart
- Department of Internal Medicine, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - Chul Ahn
- Harold C. Simmons Cancer Center, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
- Department of Clinical Sciences, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - Jarett Berry
- Division of Cardiology, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
| | - Eric M. Mortensen
- Department of Internal Medicine, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
- Department of Clinical Sciences, University of Texas- Southwestern Medical Center. 5323 Harry Hines Blvd Dallas, TX 75390
- VA North Texas Health Care System, 4500 South Lancaster, Dallas, TX 75216
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26
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Jian-Yu E, Graber JM, Lu SE, Lin Y, Lu-Yao G, Tan XL. Effect of Metformin and Statin Use on Survival in Pancreatic Cancer Patients: a Systematic Literature Review and Meta-analysis. Curr Med Chem 2018; 25:2595-2607. [PMID: 28403788 DOI: 10.2174/0929867324666170412145232] [Citation(s) in RCA: 54] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2016] [Revised: 01/05/2017] [Accepted: 01/06/2017] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVE Current epidemiological studies report conflicting results for the effect of statin or metformin on pancreatic cancer overall survival. This literature review and meta-analysis summarize the studies reporting an association between statin or metformin use and overall survival of pancreatic cancer patients. METHODS We systematically searched for studies about the association between statin or metformin use and pancreatic cancer overall survival in electronic databases (PubMed, ISI Web of Science, MEDLINE, Cochrane, Scopus, Google Scholar). A meta-analysis based on hazard ratios (HRs) and 95% confidence intervals (CIs) was performed using random effect models. Heterogeneity between the studies was examined using I2 statistics, and sensitivity analyses were conducted to assess the robustness of the findings. RESULTS Of 116 statin-related articles identified, 6 retrospective cohort studies representing 12,057 patients were included. There was significant heterogeneity between studies. Statin use was associated with improved survival among pancreatic cancer patients (meta-HR = 0.75; 95% CI: 0.59, 0.90; P < 0.001). Of 311 metformin-related articles, 8 retrospective cohort studies and 2 randomized clinical trials, representing 3,042 patients were identified. Metformin use was associated with better overall survival among pancreatic cancer patients (meta-HR = 0.79; 95% CI: 0.70, 0.92, P < 0.001), and significant heterogeneity was observed between studies. CONCLUSION Our findings suggest that the improved survival time of pancreatic cancer patients are associated with statin or metformin use. Due to the multiple sources of heterogeneity of the original studies, these findings should be considered cautiously, and confirmed with larger prospective individual-level studies.
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Affiliation(s)
- Jian-Yu E
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ 08904, United States.,Department of Epidemiology, School of Public Health, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, United States
| | - Judith M Graber
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ 08904, United States.,Department of Epidemiology, School of Public Health, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, United States.,Environmental and Occupational Health Sciences Institute, Rutgers, The State University of New Jersey, United States
| | - Shou-En Lu
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ 08904, United States.,Department of Biostatistics, School of Public Health, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, United States
| | - Yong Lin
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ 08904, United States.,Department of Biostatistics, School of Public Health, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, United States
| | - Grace Lu-Yao
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ 08904, United States.,Department of Medicine, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ 08904, United States
| | - Xiang-Lin Tan
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick, NJ 08904, United States.,Department of Epidemiology, School of Public Health, Rutgers, The State University of New Jersey, Piscataway, NJ 08854, United States.,Department of Medicine, Robert Wood Johnson Medical School, Rutgers, The State University of New Jersey, New Brunswick, NJ 08904, United States
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27
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Zhou PT, Li B, Liu FR, Zhang MC, Wang Q, Li YY, Xu C, Liu YH, Yao Y, Li D. Metformin is associated with survival benefit in pancreatic cancer patients with diabetes: a systematic review and meta-analysis. Oncotarget 2018; 8:25242-25250. [PMID: 28445955 PMCID: PMC5421925 DOI: 10.18632/oncotarget.15692] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Accepted: 01/24/2017] [Indexed: 01/02/2023] Open
Abstract
Background Pancreatic cancer is a highly lethal disease with a poor prognosis while metformin has been associated with a decreased risk of pancreatic cancer. Although the benefit of metformin was observed for pancreatic cancer prevention, it is not clear whether it can also affect the survival of pancreatic cancer patients with type 2 diabetes mellitus. A systematic review and meta-analysis was conducted to assess the effect of metformin on the survival of pancreatic cancer patients with type 2 diabetes mellitus. Methods Two independent authors searched PubMed and Web of science up to 08/07/2016. We assessed studies for eligibility, extracted data, and examined their quality, with the primary outcome as overall survival. We used published hazard ratio (HR) available or estimated based on other survival data. We pooled the data and used a random-effect model to combine direct comparisons from included articles. We also investigated treatment effects by different countries, quality and the time of metformin initiation. RESULTS We found that there was a relative survival benefit associated with metformin treatment compared with non-metformin treatment in both overall survival (OS) ([HR] 0.84; 95% confidence interval [CI]: 0.73 – 0.96). These associations were also observed in subgroups of Asian countries and high quality articles. Conclusions Our results support the notion that metformin maybe the best anti-diabetic medicine of choice in patients with pancreatic cancer and concurrent type 2 diabetes mellitus. The perspectives of enhancing survival of pancreatic cancer patients with diabetes mellitus by the use of metformin deserve more attention in future research and clinical practice.
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Affiliation(s)
- Ping-Ting Zhou
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Bo Li
- Department of Bone Tumor Surgery, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Fu-Rao Liu
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Mei-Chao Zhang
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Qian Wang
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yan-Yan Li
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Ci Xu
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yuan-Hua Liu
- Department of Chemotherapy, Nanjing Medical University Affiliated Cancer Hospital, Cancer Institute of Jiangsu Province, Nanjing, Jiangsu, China
| | - Yuan Yao
- Department of Radiation Oncology, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Dong Li
- Department of Oncology, Shanghai Ninth People's Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
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28
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Association between metformin use and mortality in patients with type 2 diabetes mellitus and localized resectable pancreatic cancer: a nationwide population-based study in korea. Oncotarget 2018; 8:9587-9596. [PMID: 28077783 PMCID: PMC5354755 DOI: 10.18632/oncotarget.14525] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 11/24/2016] [Indexed: 12/16/2022] Open
Abstract
Background Preclinical studies support an antitumor effect of metformin. However, clinical studies have conflicting results and metformin's effect remains controversial. The aim of this study was to evaluate metformin's effect on clinical outcomes in diabetic patients with pancreatic cancer treated with curative resection. Results A total of 764 patients underwent curative resection, met none of the exclusion criteria, and were prescribed oral hypoglycemic agents. The cancer-specific survival (5-year, 31.9% vs. 22.2%, p < 0.001) was significantly higher in the 530 metformin users than in the 234 diabetic metformin non-users. After multivariable adjustments, metformin users had significantly lower cancer-specific mortality as compared with metformin non-users (hazard ratio, 0.727; 95% confidence interval, 0.611–0.868). Cubic spline regression analysis demonstrated significantly decreased cancer-specific mortality with increasing dose of metformin (p = 0.0047). Materials and Methods Data were provided from the Korea Central Cancer Registry and the National Health Insurance Service in the Republic of Korea. The study cohort consisted of 28,862 patients newly diagnosed with pancreatic cancer between 2005 and 2011. Metformin exposure was determined from prescription information from 6 months before the first diagnosis of pancreatic cancer to last follow-up. The main outcome was cancer-specific survival. Conclusions This large study indicates that metformin might decrease cancer-specific mortality rates in localized resectable pancreatic cancer patients with pre-existing diabetes, independently of other factors, with a dose-response relationship.
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Abstract
Currently, there are no effective preventive strategies for pancreatic cancer. Obesity has been increasingly recognized as a strong but modifiable risk factor of pancreatic cancer. In this article, we aim to review the literature regarding weight loss on prevention of pancreatic cancer. Epidemiological and laboratory studies have shown that obesity is associated with increased incidence of pancreatic cancer and potentially worse cancer outcome. Whereas the underlying pathomechanisms remain unclear, chronic inflammation, insulin resistance, and altered intestinal microbiota are all implicated in the carcinogenic effect of obesity. Weight loss, especially the durable and significant weight loss after bariatric surgery, has been shown to reduce the risks of multiple cancers and may become a good intervention for pancreatic cancer prevention.
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30
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Xin W, Fang L, Fang Q, Zheng X, Huang P. Effects of metformin on survival outcomes of pancreatic cancer patients with diabetes: A meta-analysis. Mol Clin Oncol 2017; 8:483-488. [PMID: 29468063 DOI: 10.3892/mco.2017.1541] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2017] [Accepted: 12/06/2017] [Indexed: 12/11/2022] Open
Abstract
Pancreatic cancer risk is reduced by metformin treatment in patients with diabetes. However, the effect of metformin on pancreatic cancer overall survival is unclear. The aim of the present study was to determine the association between metformin and clinical outcomes of pancreatic cancer patients with diabetes. An electronic and manual search was conducted using PubMed, Web of Science, Medline-Ovid and Cochrane Library databases between the beginning and March 31, 2017. A total of 8 studies consisting of 4,293 patients with pancreatic cancer with diabetes were included, comprising 2,033 patients who had received metformin and 2,260 patients who had not. The meta-analysis showed that metformin was associated with a relative survival benefit in pancreatic cancer patients [hazard ratio (HR), 0.81; 95% confidence interval (CI), 0.70-0.93]. These associations were also observed in subgroups of Asian countries 0.64 (95% CI, 0.52-0.80) and Western countries 0.88 (95% CI, 0.82-0.95), as well as diabetes (no indication of diabetes type). Excluding the studies considered as be prone to immortal time bias resulted in HRs (95% CIs) of 0.86 (0.69-1.07). The results of this study support the notion that the use of metformin may improve the overall survival of patients with pancreatic cancer with concurrent diabetes. However, the proposed beneficial effect of metformin on pancreatic cancer survival may be based on immortal time bias. Further carefully designed studies with high quality are warranted to confirm this efficacy.
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Affiliation(s)
- Wenxiu Xin
- Laboratory of Clinical Pharmacy, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, P.R. China.,Key Laboratory of Head and Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang 310022, P.R. China
| | - Luo Fang
- Zhejiang Key Laboratory of Diagnosis and Treatment Technology on Thoracic Oncology (Lung and Esophagus), Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, P.R. China
| | - Qilu Fang
- Laboratory of Clinical Pharmacy, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, P.R. China
| | - Xiaowei Zheng
- Laboratory of Clinical Pharmacy, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, P.R. China
| | - Ping Huang
- Laboratory of Clinical Pharmacy, Zhejiang Cancer Hospital, Hangzhou, Zhejiang 310022, P.R. China.,Key Laboratory of Head and Neck Cancer Translational Research of Zhejiang Province, Hangzhou, Zhejiang 310022, P.R. China
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31
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Cao X, Wu Y, Wang J, Liu K, Wang X. The Effect of Metformin on Mortality Among Diabetic Cancer Patients: A Systematic Review and Meta-analysis. JNCI Cancer Spectr 2017; 1:pkx007. [PMID: 31360833 PMCID: PMC6649807 DOI: 10.1093/jncics/pkx007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 09/16/2017] [Accepted: 09/26/2017] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Most data suggest that cancer patients with diabetes have worse outcomes, which may be reversed with metformin. Metformin might modulate the clinical outcomes of diabetic cancer patients. We performed a systematic review and meta-analysis based on published studies over the past five years to summarize the effects of metformin on diabetic cancer patients. METHODS We systematically searched for studies that were published over the past five years. Then, we evaluated these studies for inclusion and extracted the relevant data. The summary risk estimates for the association between metformin treatment and all-cause mortality (ACM) and cancer-specific mortality (CSM) were analyzed using random or fixed-effects models. Stratified analyses by cancer site and country were also conducted. RESULTS Based on the 42 studies included in our analysis (37 015 diabetic cancer patients), we found a significant benefit associated with metformin treatment on survival corresponding to 27% and 26% reductions in ACM (hazard ratio [HR] = 0.73, 95% confidence interval [CI] = 0.68 to 0.79, P < .001) and CSM (HR = 0.74, 95% CI = 0.64 to 0.86, P < .001), respectively. The ACM rates for colorectal cancer, endometrial cancer, breast cancer, prostate cancer, and ovarian cancer showed significant benefits associated with metformin treatment in our stratified analyses by cancer site. Stratified analyses by cancer site also showed a significant reduction in CSM for breast cancer. This association between metformin treatment and reduced CSM for diabetic breast cancer patients was also observed in our country subgroup analyses. CONCLUSIONS We found an association between metformin exposure and reduced ACM and CSM in diabetic patients with cancer. Our findings suggest that metformin treatment could be an effective treatment option for diabetic cancer patients.
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Affiliation(s)
- Xun Cao
- Affiliations of authors: Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China (XC, YPW, JW, KYL, XW); Department of Thoracic Oncology, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, China (KYL, XW)
| | - Yaopan Wu
- Affiliations of authors: Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China (XC, YPW, JW, KYL, XW); Department of Thoracic Oncology, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, China (KYL, XW)
| | - Jing Wang
- Affiliations of authors: Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China (XC, YPW, JW, KYL, XW); Department of Thoracic Oncology, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, China (KYL, XW)
| | - Kuiyuan Liu
- Affiliations of authors: Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China (XC, YPW, JW, KYL, XW); Department of Thoracic Oncology, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, China (KYL, XW)
| | - Xin Wang
- Affiliations of authors: Sun Yat-Sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center of Cancer Medicine, Guangzhou, Guangdong, China (XC, YPW, JW, KYL, XW); Department of Thoracic Oncology, Sun Yat-Sen University Cancer Center, Guangzhou, Guangdong, China (KYL, XW)
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32
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Dong YW, Shi YQ, He LW, Cui XY, Su PZ. Effects of metformin on survival outcomes of pancreatic cancer: a meta-analysis. Oncotarget 2017; 8:55478-55488. [PMID: 28903435 PMCID: PMC5589674 DOI: 10.18632/oncotarget.18233] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 04/29/2017] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND AND AIM Recent epidemiological studies indicated that metformin might improve the survival of various cancers. However, its benefit on pancreatic cancer was controversial. METHODS We performed this meta-analysis to investigate the benefit of metformin on pancreatic cancer. A comprehensive literature search was performed through PubMed, Cochrane Library and Embase. Relative risk (RR) and hazard ratio (HR) with 95% confidence interval (CI) were pooled. RESULTS The meta-analysis of 2 randomized controlled trials including181 pancreatic patients, revealed that metformin use was not associated with an improved overall survival at 6 months (RR=0.90, 95% CI=0.67-1.21), overall survival (HR=1.19, 95% CI=0.86-1.63) and progression-free survival (HR=1.39, 95% CI=0.97-1.99). But the meta-analysis of 8 cohorts, involving 2805 pancreatic patients with diabetes, demonstrated a favorable result with improved overall survival (HR=0.78, 95% CI=0.66-0.92). CONCLUSIONS Observations in the cohort studies supported a favorable role of metformin while the data from randomized controlled trials did not support that. Therefore, more high-quality RCTs are warranted.
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Affiliation(s)
- Yi-Wei Dong
- The Second Clinical Medical School of Southern Medical University, Guangzhou 510282, Guangdong, China
| | - Yan-Qiang Shi
- The Second Clinical Medical School of Southern Medical University, Guangzhou 510282, Guangdong, China
| | - Li-Wen He
- The Second Clinical Medical School of Southern Medical University, Guangzhou 510282, Guangdong, China
| | - Xi-Yu Cui
- Department of Gastroenterology, The First People's Hospital of Foshan (Affiliated Foshan Hospital of Sun Yat-sen University), Foshan 528000, Guangdong, China
| | - Pei-Zhu Su
- Department of Gastroenterology, The First People's Hospital of Foshan (Affiliated Foshan Hospital of Sun Yat-sen University), Foshan 528000, Guangdong, China
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33
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The effect of metformin on survival of patients with pancreatic cancer: a meta-analysis. Sci Rep 2017; 7:5825. [PMID: 28724893 PMCID: PMC5517652 DOI: 10.1038/s41598-017-06207-x] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2016] [Accepted: 06/08/2017] [Indexed: 12/18/2022] Open
Abstract
We conducted a meta-analysis to analyse the effect of metformin on survival of pancreatic cancer patients at various stages. We performed a systematic search of PubMed, Embase, Cochrane, and Web of Science to identify all relevant studies. Summary hazard ratios (HR) of survival and 95% confidence intervals (95% CI) were calculated with a fixed or random effects model according to inter-study heterogeneity. Nine retrospective cohort studies and two randomized controlled trials (RCTs) were eligible. There was a significant improvement in survival (HR = 0.86, 95% CI 0.76–0.97; P < 0.05) in the metformin group compared with control. Subgroup analysis indicated that metformin improved survival in patients with resection (HR = 0.79, 95% CI 0.69–0.91; P < 0.05) and patients with locally advanced tumors (HR = 0.68, 95% CI 0.55–0.84; P < 0.05) but not in patients with metastatic tumors, even when RCT data were included (HR = 0.99, 95% CI 0.70–1.40; P > 0.05), or were excluded (HR = 0.89, 95% CI 0.61–1.31; P > 0.05). This meta-analysis indicated that the effect of metformin does correlate with tumor stage but should be prudently considered given the limited and variable studies performed to data.
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34
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Liu Y, Wang Z, Li M, Ye Y, Xu Y, Zhang Y, Yuan R, Jin Y, Hao Y, Jiang L, Hu Y, Chen S, Liu F, Zhang Y, Wu W, Liu Y. Chloride intracellular channel 1 regulates the antineoplastic effects of metformin in gallbladder cancer cells. Cancer Sci 2017; 108:1240-1252. [PMID: 28378944 PMCID: PMC5480064 DOI: 10.1111/cas.13248] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2017] [Revised: 03/27/2017] [Accepted: 03/31/2017] [Indexed: 12/14/2022] Open
Abstract
Metformin is the most commonly used drug for type 2 diabetes and has potential benefit in treating and preventing cancer. Previous studies indicated that membrane proteins can affect the antineoplastic effects of metformin and may be crucial in the field of cancer research. However, the antineoplastic effects of metformin and its mechanism in gallbladder cancer (GBC) remain largely unknown. In this study, the effects of metformin on GBC cell proliferation and viability were evaluated using the Cell Counting Kit‐8 (CCK‐8) assay and an apoptosis assay. Western blotting was performed to investigate related signaling pathways. Of note, inhibition, knockdown and upregulation of the membrane protein Chloride intracellular channel 1 (CLIC1) can affect GBC resistance in the presence of metformin. Our data demonstrated that metformin apparently inhibits the proliferation and viability of GBC cells. Metformin promoted cell apoptosis and increased the number of early apoptotic cells. We found that metformin can exert growth‐suppressive effects on these cell lines via inhibition of p‐Akt activity and the Bcl‐2 family. Notably, either dysfunction or downregulation of CLIC1 can partially decrease the antineoplastic effects of metformin while upregulation of CLIC1 can increase drug sensitivity. Our findings provide experimental evidence for using metformin as an antitumor treatment for gallbladder carcinoma.
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Affiliation(s)
- Yongchen Liu
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zheng Wang
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Maolan Li
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yuanyuan Ye
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yi Xu
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yichi Zhang
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Ruiyan Yuan
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yunpeng Jin
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yajuan Hao
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Lin Jiang
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yunping Hu
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shili Chen
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Fatao Liu
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yijian Zhang
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Wenguang Wu
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yingbin Liu
- Department of General Surgery and Laboratory of General Surgery, Xinhua Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.,Institute of Biliary Tract Disease, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Prognostic significance of anti-diabetic medications in pancreatic cancer: A meta-analysis. Oncotarget 2017; 8:62349-62357. [PMID: 28977950 PMCID: PMC5617510 DOI: 10.18632/oncotarget.17728] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2017] [Accepted: 04/15/2017] [Indexed: 12/23/2022] Open
Abstract
The role of anti-diabetic medications in pancreatic cancer remains conflicting. We carried out a systematic search of Pubmed and Embase databases for studies published before August 2016, which assessed the associations between anti-diabetic medications (metformin, sulfonylureas, thiazolidinediones and insulin) intake and pancreatic cancer prognosis. Hazard ratios (HRs) with 95% confidence intervals (CIs) were estimated using the random-effects model. The primary outcomes of interest were overall survival (OS) and progression-free survival (PFS). Fourteen studies enrolling 94778 participants were eligible for inclusion, with 12 cohort studies and 2 randomized controlled trials (RCTs). Significant association between metformin (adjusted HR=0.77, 95% CI=0.68-0.87) use and OS was found in cohort studies, whereas no significant association between metformin use and PFS (HR=1.22; 95% CI=0.76-1.95) or OS (HR=1.20, 95% CI=0.84-1.72) in RCTs. No significant survival benefits were identified for insulin (HR=1.18, 95% CI=0.83-1.69), sulfonylureas (HR=1.03, 95% CI=0.81-1.30), or thiazolidinediones (HR=0.84, 95% CI=0.58-1.22). The trim-and-fill method and subgroup analyses stratified by the study characteristics confirmed the robustness of the results. Our findings provide strong evidence that metformin is associated with improved OS in pancreatic cancer patients in cohort studies. However, the effect of other anti-diabetic medications should be interpreted with caution owing to the limited number of studies.
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Frouws MA, Mulder BGS, Bastiaannet E, Zanders MM, van Herk-Sukel MP, de Leede EM, Bonsing BA, Mieog JSD, Van de Velde CJ, Liefers GJ. No association between metformin use and survival in patients with pancreatic cancer: An observational cohort study. Medicine (Baltimore) 2017; 96:e6229. [PMID: 28272215 PMCID: PMC5348163 DOI: 10.1097/md.0000000000006229] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Revised: 01/31/2017] [Accepted: 01/31/2017] [Indexed: 02/07/2023] Open
Abstract
Several studies have suggested an association between use of metformin and an increased overall survival in patients diagnosed with pancreatic cancer, however with several important methodological limitations. The aim of the study was to assess the association between overall survival, pancreatic cancer, and metformin use.A retrospective cohort study of 1111 patients with pancreatic cancer was conducted using data from The Netherlands Comprehensive Cancer Organization (1998-2011). Data were linked to the PHARMO Database Network containing drug-dispensing records from community pharmacies. Patients were classified as metformin user or sulfonylurea derivatives user from the moment of first dispensing until the end of follow up. The difference in overall survival between metformin users and nonusers was assessed, and additionally between metformin users and sulfonylurea derivatives users. Univariable and multivariable parametric survival models were used and use of metformin and sulfonylurea derivatives was included as time-varying covariates.Of the 1111 patients, 91 patients were excluded because of differences in morphology, 48 patients because of using merely metformin before diagnosis, and 57 metformin-users ever used contemporary sulfonylurea derivatives and were therefore excluded. Lastly, 8 patients with a survival of zero months were excluded. This resulted in 907 patients for the analysis. Overall, 77 users of metformin, 43 users of sulfonylurea derivatives, and 787 nonusers were identified. The adjusted rate ratio for overall survival for metformin users versus nonusers was 0.86 (95% CI: 0.66-1.11; P = 0.25). The difference in overall survival between metformin users and sulfonylurea derivatives users showed an adjusted rate ratio of 0.90 (95% CI: 0.59-1.40; P = 0.67).No association was found between overall survival, pancreatic cancer, and metformin use. This was in concordance with 2 recently published randomized controlled trials. Future research should focus on the use of adjuvant metformin in other cancer types and the development or repurposing of other drugs for pancreatic cancer.
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Affiliation(s)
- Martine A. Frouws
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands, P.O. Box 9600, 2300 RC, The Netherlands
| | - Babs G. Sibinga Mulder
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands, P.O. Box 9600, 2300 RC, The Netherlands
| | - Esther Bastiaannet
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands, P.O. Box 9600, 2300 RC, The Netherlands
| | - Marjolein M.J. Zanders
- Comprehensive Cancer Organisation The Netherlands, P.O. Box 231, 5600 AE, Eindhoven, The Netherlands
| | | | - Eleonora M. de Leede
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands, P.O. Box 9600, 2300 RC, The Netherlands
| | - Bert A. Bonsing
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands, P.O. Box 9600, 2300 RC, The Netherlands
| | - J. Sven. D. Mieog
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands, P.O. Box 9600, 2300 RC, The Netherlands
| | - Cornelis J.H. Van de Velde
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands, P.O. Box 9600, 2300 RC, The Netherlands
| | - Gerrit-Jan Liefers
- Department of Surgical Oncology, Leiden University Medical Center, Leiden, The Netherlands, P.O. Box 9600, 2300 RC, The Netherlands
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37
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Tan J, You Y, Guo F, Xu J, Dai H, Bie P. Association of elevated risk of pancreatic cancer in diabetic patients: A systematic review and meta-analysis. Oncol Lett 2017; 13:1247-1255. [PMID: 28454242 PMCID: PMC5403376 DOI: 10.3892/ol.2017.5586] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 01/04/2017] [Indexed: 02/06/2023] Open
Abstract
Pancreatic cancer has a five-year overall survival rate <5%, a situation that has not improved since for 40 years. Diabetes mellitus including type 2 diabetes mellitus (T2D) is a suspected risk factor for the development of pancreatic cancer and nearly 45% of the pancreatic cancer cases are likely to present as new onset diabetes cases; however, the nature of association between T2D and pancreatic cancer is still controversial. In this meta-analysis, we examined the association specifically of T2D with pancreatic cancer and the influence of insulin therapy. PubMed, EMBASE, Scholar, Web of Science and Scopus databases were searched to identify clinical and patient oriented studies that examined the incidence of diabetes in pancreatic cancer patients and vice versa, over the last 10 years. All the authors independently screened the articles, and a collective decision was reached about the studies included in the meta-analysis. Parameters analyzed included, the Incidence of diabetes in pancreatic cancer patients; duration history of T2D in pancreatic cancer patients; influence of insulin therapy in T2D patients on pancreatic cancer incidence. Eleven studies with a total of 14,399 patients, of whom 4,080 were T2D-positive and 9,721 were non-diabetic were included in this meta-analysis. T2D duration history was significantly related to pancreatic cancer incidence and insulin therapy effects. In conclusion, recent-onset T2D is probably a manifestation of pancreatic cancer whereas long-term T2D is likely a risk factor for this cancer. Insulin therapy appears to decrease the incidence of pancreatic cancer.
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Affiliation(s)
- Jiaxin Tan
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, The Third Military Medical University, Chongqing 400038, P.R. China
| | - Yu You
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, The Third Military Medical University, Chongqing 400038, P.R. China
| | - Fei Guo
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, The Third Military Medical University, Chongqing 400038, P.R. China
| | - Jianhua Xu
- Department of Hepatobiliary Surgery, Daping Hospital and Research Institute of Surgery, The Third Military Medical University, Chongqing 400042, P.R. China
| | - Haisu Dai
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, The Third Military Medical University, Chongqing 400038, P.R. China
| | - Ping Bie
- Department of Hepatobiliary Surgery, The First Affiliated Hospital, The Third Military Medical University, Chongqing 400038, P.R. China
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38
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Jiamset I, Hanprasertpong J. Impact of diabetes mellitus on oncological outcomes after radical hysterectomy for early stage cervical cancer. J Gynecol Oncol 2016; 27:e28. [PMID: 27029749 PMCID: PMC4823359 DOI: 10.3802/jgo.2016.27.e28] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2015] [Revised: 12/18/2015] [Accepted: 12/23/2015] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE To evaluate the relationship between type 2 diabetes mellitus (DM) and oncological outcomes in early stage cervical cancer patients who underwent radical surgical resection. METHODS Patients with early stage cervical cancer diagnosed between 2001 and 2014 were retrospectively enrolled. We assessed the outcomes of 402 non-DM and 42 DM patients with cervical cancer. We tested the prognostic value of DM via Cox proportional hazard modeling. RESULTS Patients with DM were more likely to be older and overweight. In the DM group, 20 and 22 patients were and were not taking metformin, respectively. The 5-year recurrence-free survival (RFS) and 5-year overall survival (OS) rate for the whole study population were 88.49% and 96.34%, respectively. In the DM group, there was no evidence that metformin affected the RFS (p=0.553) or the OS (p=0.429). In multivariate analysis, age (p=0.007), histology (p=0.006), and deep stromal invasion (p=0.007) were independent adverse prognostic factors for RFS. There was a borderline significant association of increased RFS with DM (p=0.051). However, a time-varying-effect Cox model revealed that the DM was associated with a worse RFS (hazard ratio, 11.15; 95% CI, 2.00 to 62.08, p=0.022) after 5 years. DM (p=0.008), age (p=0.009), and node status (p=0.001) were the only 3 independent prognostic factors for OS. CONCLUSION Early stage cervical cancer patients with type 2 DM have a poorer oncological outcome than patients without DM.
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Affiliation(s)
- Ingporn Jiamset
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Prince of Songkla University Faculty of Medicine, Songkhla, Thailand
| | - Jitti Hanprasertpong
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, Prince of Songkla University Faculty of Medicine, Songkhla, Thailand.
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39
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Fukumura D, Incio J, Shankaraiah RC, Jain RK. Obesity and Cancer: An Angiogenic and Inflammatory Link. Microcirculation 2016; 23:191-206. [PMID: 26808917 DOI: 10.1111/micc.12270] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2015] [Accepted: 01/20/2016] [Indexed: 12/15/2022]
Abstract
With the current epidemic of obesity, a large number of patients diagnosed with cancer are overweight or obese. Importantly, this excess body weight is associated with tumor progression and poor prognosis. The mechanisms for this worse outcome, however, remain poorly understood. We review here the epidemiological evidence for the association between obesity and cancer, and discuss potential mechanisms focusing on angiogenesis and inflammation. In particular, we will discuss how the dysfunctional angiogenesis and inflammation occurring in adipose tissue in obesity may promote tumor progression, resistance to chemotherapy, and targeted therapies such as anti-angiogenic and immune therapies. Better understanding of how obesity fuels tumor progression and therapy resistance is essential to improve the current standard of care and the clinical outcome of cancer patients. To this end, we will discuss how an anti-diabetic drug such as metformin can overcome these adverse effects of obesity on the progression and treatment resistance of tumors.
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Affiliation(s)
- Dai Fukumura
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Joao Incio
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA.,I3S, Institute for Innovation and Research in Heath, Metabolism, Nutrition and Endocrinology Group, Biochemistry Department, Faculty of Medicine, Porto University, Porto, Portugal.,Department of Internal Medicine, Hospital S. João, Porto, Portugal
| | - Ram C Shankaraiah
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA.,Department of Morphology, Surgery and Experimental Medicine and Laboratory for Technologies of Advanced Therapies (LTTA), University of Ferrara, Ferrara, Italy
| | - Rakesh K Jain
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
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Makhoul I, Yacoub A, Siegel E. Type 2 diabetes mellitus is associated with increased risk of pancreatic cancer: A veteran administration registry study. SAGE Open Med 2016; 4:2050312116682257. [PMID: 28348740 PMCID: PMC5354175 DOI: 10.1177/2050312116682257] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2016] [Accepted: 10/24/2016] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The etiology of pancreatic cancer remains elusive. Several studies have suggested a role for diabetes mellitus, but the magnitude of its contribution remains controversial. OBJECTIVES Utilizing a large administrative database, this retrospective cohort study was designed to investigate the relationship between type 2 diabetes mellitus and pancreatic cancer. PATIENTS AND DESIGN Using the Veterans Integrated Services Network 16 database, 322,614 subjects were enrolled in the study, including 110,919 with type 2 diabetes mellitus and 211,695 diabetes-free controls matched by gender, year of birth and healthcare facility. RESULTS A significantly higher incidence of pancreatic cancer was observed in patients with type 2 diabetes mellitus, with an adjusted hazard ratio (95% confidence interval) of 2.17 (1.70-2.77) for type 2 diabetes mellitus compared to controls (p < 10-9) after controlling for the matching factors. CONCLUSION The association between type 2 diabetes mellitus and pancreatic cancer was statistically significant and may, in part, explain the rising incidence of pancreatic cancer.
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Affiliation(s)
- Issam Makhoul
- Hematology/Oncology Division, University of Arkansas for Medical Sciences, Little Rock, AR, USA
| | - Abdulraheem Yacoub
- Division of Hematology/Oncology, The University of Kansas Medical Center, Kansas City, KS, USA
| | - Eric Siegel
- Department of Biostatistics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
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41
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Balzano G, Dugnani E, Gandolfi A, Scavini M, Pasquale V, Aleotti F, Liberati D, Di Terlizzi G, Petrella G, Reni M, Doglioni C, Bosi E, Falconi M, Piemonti L. Effect of Diabetes on Survival after Resection of Pancreatic Adenocarcinoma. A Prospective, Observational Study. PLoS One 2016; 11:e0166008. [PMID: 27814399 PMCID: PMC5096703 DOI: 10.1371/journal.pone.0166008] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Accepted: 10/21/2016] [Indexed: 12/14/2022] Open
Abstract
AIM To investigate the effect of diabetes mellitus (DM) on disease-free and overall post-resection survival of patients with pancreatic ductal adenocarcinoma (PDAC). METHODS Prospective observational study on patients admitted for pancreatic disease from January 2008 to October 2012. DM was classified as recent-onset (<48 months before PDAC diagnosis), longstanding (≥48 months before PDAC) or new onset (after surgery). RESULTS Of 296 patients, 140 had a diagnosis of DM prior to surgery (26 longstanding, 99 recent-onset, 15 with unknown duration). Median follow-up time was 5.4 ± 0.22 years. Patients with recent onset DM had poorer postoperative survival than patients without DM: disease-free survival and overall survival were 1.14±0.13 years and 1.52±0.12 years in recent onset DM, versus 1.3±0.15 years and 1.87±0.15 years in non-diabetic patients (p = 0.013 and p = 0.025, respectively). Longstanding DM and postoperative new onset DM had no impact on prognosis. Compared to cases without DM, patients with recent onset DM were more likely to have residual disease after surgery and to develop liver metastases during follow-up. Multivariate analysis confirmed recent onset DM was independently associated with PDAC relapse (hazard ratio 1.45 [1.06-1.99]). CONCLUSION Preoperative recent onset DM has an impact on survival after the resection of PDAC.
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Affiliation(s)
- Gianpaolo Balzano
- Pancreatic Surgery Unit, Pancreas Translational & Clinical Research Center; IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Erica Dugnani
- San Raffaele Diabetes Research Institute (SR-DRI), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alessandra Gandolfi
- San Raffaele Diabetes Research Institute (SR-DRI), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Marina Scavini
- San Raffaele Diabetes Research Institute (SR-DRI), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Valentina Pasquale
- San Raffaele Diabetes Research Institute (SR-DRI), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Francesca Aleotti
- Pancreatic Surgery Unit, Pancreas Translational & Clinical Research Center; IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Daniela Liberati
- San Raffaele Diabetes Research Institute (SR-DRI), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Gaetano Di Terlizzi
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Giovanna Petrella
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Michele Reni
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Claudio Doglioni
- Department of Pathology, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Emanuele Bosi
- San Raffaele Diabetes Research Institute (SR-DRI), IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Falconi
- Pancreatic Surgery Unit, Pancreas Translational & Clinical Research Center; IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
| | - Lorenzo Piemonti
- San Raffaele Diabetes Research Institute (SR-DRI), IRCCS San Raffaele Scientific Institute, Milan, Italy
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Cerullo M, Gani F, Chen SY, Canner J, Pawlik TM. Metformin Use Is Associated with Improved Survival in Patients Undergoing Resection for Pancreatic Cancer. J Gastrointest Surg 2016; 20:1572-80. [PMID: 27255657 DOI: 10.1007/s11605-016-3173-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2016] [Accepted: 05/16/2016] [Indexed: 01/31/2023]
Abstract
Preclinical evidence has demonstrated anti-tumorigenic effects of metformin. The effects of metformin following pancreatic cancer, however, remain undefined. We sought to assess the association between metformin use and survival using a large, nationally representative sample of patients undergoing surgery for pancreatic cancer. Patients undergoing a pancreatic resection between January 01, 2010, and December 31, 2012, were identified using the Truven Health MarketScan database. Clinical data, including history of metformin use, as well as operative details and information on long-term outcomes were collected. Multivariable Cox proportional hazards regression analysis was performed to assess the effect of metformin use on overall survival (OS). A total of 3393 patients were identified. The mean age of patients was 54.2 years (SD = 9.1 years). Roughly one half of patients were female (n = 1735, 51.1 %); 49.1 % (n = 1665) presented with a Charlson comorbidity index of 3 or greater (CCI ≥3); and 19.6 % (n = 664) had diabetes. At the time of surgery, 60.0 % (n = 2034) of patients underwent a pancreaticoduodenectomy, 35.7 % (n = 1212) a partial/distal pancreatectomy, while 4.3 % (n = 147) had a total pancreatectomy. On pathology, 1057 (31.2 %) had lymph node metastasis. Metformin use was identified in 456 patients (13.4 %) and was more commonly administered among patients without locally advanced disease (14.3 vs. 11.6 %, p = 0.038). While OS was comparable between patients within the first year of surgery (OS at 1 year 65.4 % [95 % confidence interval (CI) 63.4-67.3 %] vs. 69.2 % [95 % CI 64.2-73.4 %]), patients who received metformin demonstrated an improved OS beginning at 18 months following surgery. On multivariable analysis adjusting for patient and clinicopathologic characteristics, metformin use was independently associated with a decreased risk of mortality (hazard ratio [HR] = 0.79, 95 % CI 0.67-0.93, p = 0.005). Metformin use was associated with an improved overall survival among patients undergoing pancreatic surgery for pancreatic cancer. Further work is necessary to better understand its role in modifying cancer-specific and overall health outcomes.
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Affiliation(s)
- Marcelo Cerullo
- Department of Surgery, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Blalock 688, Baltimore, MD, 21287, USA
| | - Faiz Gani
- Department of Surgery, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Blalock 688, Baltimore, MD, 21287, USA
| | - Sophia Y Chen
- Department of Surgery, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Blalock 688, Baltimore, MD, 21287, USA
| | - Joe Canner
- Department of Surgery, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Blalock 688, Baltimore, MD, 21287, USA
| | - Timothy M Pawlik
- Department of Surgery, Johns Hopkins University School of Medicine, 600 North Wolfe Street, Blalock 688, Baltimore, MD, 21287, USA.
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Shi Y, He Z, Jia Z, Xu C. Inhibitory effect of metformin combined with gemcitabine on pancreatic cancer cells in vitro and in vivo. Mol Med Rep 2016; 14:2921-8. [PMID: 27499118 PMCID: PMC5042754 DOI: 10.3892/mmr.2016.5592] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2015] [Accepted: 06/02/2016] [Indexed: 12/29/2022] Open
Abstract
Pancreatic cancer is a malignant digestive system tumor with a particularly poor prognosis, and is the fourth leading cause of cancer-associated mortality in the USA. The anti-diabetic therapeutic agent, metformin (MET) has been demonstrated to exert anti-tumor effects. The present study assessed the ability of MET, alone or in combination with gemcitabine (GEM), to inhibit the growth of the human CFPAC-1 pancreatic cancer cell line in vitro and in vivo. Cell counting kit-8 assays were performed to measure CFPAC-1 cell viability and apoptosis was detected with annexin V/propidium iodide. Cell cycle analysis was conducted by flow cytometry. The mRNA and protein levels of B-cell lymphoma-extra large (Bcl-xL), Bcl2 associated X protein (Bax), caspase-3, survivin and cyclin D1 in CFPAC-1 cells and tumor tissues were detected by reverse transcription-polymerase chain reaction and western blotting, respectively. Furthermore, the expression levels of caspase-3 and proliferating cell nuclear antigen in tumor tissues were detected by immunohistochemistry. The results demonstrated that following MET treatment, the growth of CFPAC-1 cells and xenografts in nude mice was inhibited, the expression levels of Bcl-xL, survivin and cyclin D1 were downregulated, while the expression levels of Bax and caspase-3 were upregulated. These effects were enhanced when MET was administered in combination with GEM. The mechanism underlying the anti-tumor effect of MET may be associated with the induction of cell apoptosis and the inhibition of proliferation.
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Affiliation(s)
- Yuqi Shi
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Zhilong He
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Zhenyu Jia
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Chunfang Xu
- Department of Gastroenterology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
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Fujita K, Iwama H, Miyoshi H, Tani J, Oura K, Tadokoro T, Sakamoto T, Nomura T, Morishita A, Yoneyama H, Masaki T. Diabetes mellitus and metformin in hepatocellular carcinoma. World J Gastroenterol 2016; 22:6100-13. [PMID: 27468203 PMCID: PMC4945972 DOI: 10.3748/wjg.v22.i27.6100] [Citation(s) in RCA: 53] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 05/25/2016] [Accepted: 06/15/2016] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the leading cause of cancer-related death worldwide. Diabetes mellitus, a risk factor for cancer, is also globally endemic. The clinical link between these two diseases has been the subject of investigation for a century, and diabetes mellitus has been established as a risk factor for HCC. Accordingly, metformin, a first-line oral anti-diabetic, was first proposed as a candidate anti-cancer agent in 2005 in a cohort study in Scotland. Several subsequent large cohort studies and randomized controlled trials have not demonstrated significant efficacy for metformin in suppressing HCC incidence and mortality in diabetic patients; however, two recent randomized controlled trials have reported positive data for the tumor-preventive potential of metformin in non-diabetic subjects. The search for biological links between cancer and diabetes has revealed intracellular pathways that are shared by cancer and diabetes. The signal transduction mechanisms by which metformin suppresses carcinogenesis in cell lines or xenograft tissues and improves chemoresistance in cancer stem cells have also been elucidated. This review addresses the clinical and biological links between HCC and diabetes mellitus and the anti-cancer activity of metformin in clinical studies and basic experiments.
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Roujun C, Yanhua Y, Bixun L. High prevalence of diabetes mellitus and impaired glucose tolerance in liver cancer patients: A hospital based study of 4610 patients with benign tumors or specific cancers. F1000Res 2016; 5:1397. [PMID: 27610222 PMCID: PMC4995685 DOI: 10.12688/f1000research.8457.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/24/2016] [Indexed: 01/07/2023] Open
Abstract
Objective: The prevalence of diabetes mellitus (DM), impaired glucose tolerance (IGT) and impaired fasting glucose (IFG) were hypothesised to be different among different tumor patients. This study aimed to study the association between the prevalence of DM, IGT and IFG and liver cancer, colorectal cancer, breast cancer, cervical cancer, nasopharyngeal cancer and benign tumor. Methods: A hospital based retrospective study was conducted on 4610 patients admitted to the Internal Medical Department of the Affiliated Tumor Hospital of Guangxi Medical University, China. Logistic regression was used to examine the association between gender, age group, ethnicity , cancer types or benign tumors and prevalence of DM, IFG, IGT. Results: Among 4610 patients, there were 1000 liver cancer patients, 373 breast cancer patients, 415 nasopharyngeal cancer patients, 230 cervical cancer patients, 405 colorectal cancer patients, and 2187 benign tumor patients. The prevalence of DM and IGT in liver cancer patients was 14.7% and 22.1%, respectively. The prevalence of DM and IGT was 13.8% and 20%, respectively, in colorectal cancer patients, significantly higher than that of benign cancers. After adjusting for gender, age group, and ethnicity, the prevalence of DM and IGT in liver cancers patients was 1.29 times (CI :1.12-1.66) and 1.49 times (CI :1.20-1.86) higher than that of benign tumors, respectively. Conclusion: There was a high prevalence of DM and IGT in liver cancer patients.
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Affiliation(s)
- Chen Roujun
- Department of Internal Medicine, Affiliated Tumor Hospital of Guangxi Medical University, Guangxi, China
| | - Yi Yanhua
- School for International Education, Guangxi Medical University, Guangxi, China
| | - Li Bixun
- Department of Internal Medicine, Affiliated Tumor Hospital of Guangxi Medical University, Guangxi, China
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Metformin in pancreatic cancer treatment: from clinical trials through basic research to biomarker quantification. J Cancer Res Clin Oncol 2016; 142:2159-71. [DOI: 10.1007/s00432-016-2178-4] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2016] [Accepted: 05/02/2016] [Indexed: 12/19/2022]
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Obesity and cancer, a case for insulin signaling. Cell Death Dis 2015; 6:e2037. [PMID: 26720346 PMCID: PMC4720912 DOI: 10.1038/cddis.2015.381] [Citation(s) in RCA: 92] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2015] [Revised: 11/24/2015] [Accepted: 11/26/2015] [Indexed: 02/08/2023]
Abstract
Obesity is a worldwide epidemic, with the number of overweight and obese individuals climbing from just over 500 million in 2008 to 1.9 billion in 2014. Type 2 diabetes (T2D), cardiovascular disease and non-alcoholic fatty liver disease have long been associated with the obese state, whereas cancer is quickly emerging as another pathological consequence of this disease. Globally, at least 2.8 million people die each year from being overweight or obese. It is estimated that by 2020 being overweight or obese will surpass the health burden of tobacco consumption. Increase in the body mass index (BMI) in overweight (BMI>25 kg/m2) and obese (BMI>30 kg/m2) individuals is a result of adipose tissue (AT) expansion, which can lead to fat comprising >50% of the body weight in the morbidly obese. Extensive research over the last several years has painted a very complex picture of AT biology. One clear link between AT expansion and etiology of diseases like T2D and cancer is the development of insulin resistance (IR) and hyperinsulinemia. This review focuses on defining the link between obesity, IR and cancer.
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Incio J, Suboj P, Chin SM, Vardam-Kaur T, Liu H, Hato T, Babykutty S, Chen I, Deshpande V, Jain RK, Fukumura D. Metformin Reduces Desmoplasia in Pancreatic Cancer by Reprogramming Stellate Cells and Tumor-Associated Macrophages. PLoS One 2015; 10:e0141392. [PMID: 26641266 PMCID: PMC4671732 DOI: 10.1371/journal.pone.0141392] [Citation(s) in RCA: 99] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2015] [Accepted: 10/06/2015] [Indexed: 02/06/2023] Open
Abstract
Background Pancreatic ductal adenocarcinoma (PDAC) is a highly desmoplastic tumor with a dismal prognosis for most patients. Fibrosis and inflammation are hallmarks of tumor desmoplasia. We have previously demonstrated that preventing the activation of pancreatic stellate cells (PSCs) and alleviating desmoplasia are beneficial strategies in treating PDAC. Metformin is a widely used glucose-lowering drug. It is also frequently prescribed to diabetic pancreatic cancer patients and has been shown to associate with a better outcome. However, the underlying mechanisms of this benefit remain unclear. Metformin has been found to modulate the activity of stellate cells in other disease settings. In this study, we examine the effect of metformin on PSC activity, fibrosis and inflammation in PDACs. Methods/Results In overweight, diabetic PDAC patients and pre-clinical mouse models, treatment with metformin reduced levels of tumor extracellular matrix (ECM) components, in particular hyaluronan (HA). In vitro, we found that metformin reduced TGF-ß signaling and the production of HA and collagen-I in cultured PSCs. Furthermore, we found that metformin alleviates tumor inflammation by reducing the expression of inflammatory cytokines including IL-1β as well as infiltration and M2 polarization of tumor-associated macrophages (TAMs) in vitro and in vivo. These effects on macrophages in vitro appear to be associated with a modulation of the AMPK/STAT3 pathway by metformin. Finally, we found in our preclinical models that the alleviation of desmoplasia by metformin was associated with a reduction in ECM remodeling, epithelial-to-mesenchymal transition (EMT) and ultimately systemic metastasis. Conclusion Metformin alleviates the fibro-inflammatory microenvironment in obese/diabetic individuals with pancreatic cancer by reprogramming PSCs and TAMs, which correlates with reduced disease progression. Metformin should be tested/explored as part of the treatment strategy in overweight diabetic PDAC patients.
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Affiliation(s)
- Joao Incio
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Internal Medicine, Hospital S. Joao, Porto, Portugal
- I3S, Institute for Innovation and Research in Heath, Metabolism, Nutrition and Endocrinology group, Biochemistry Department, Faculty of Medicine, Porto University, Porto, Portugal
| | - Priya Suboj
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Botany and Biotechnology, St. Xaviers College, Thumba, Trivandrum, Kerala, India
| | - Shan M. Chin
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Trupti Vardam-Kaur
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Hao Liu
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Program of Biology and Biomedical Sciences, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Tai Hato
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Surgery, Keio University School of Medicine, Tokyo, Japan
| | - Suboj Babykutty
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- Department of Zoology, Mar Ivanios College, Nalanchira, Trivandrum, Kerala, India
| | - Ivy Chen
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, United States of America
| | - Vikram Deshpande
- Department of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Rakesh K. Jain
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail: (RKJ); (DF)
| | - Dai Fukumura
- Edwin L. Steele Laboratories, Department of Radiation Oncology, Massachusetts General Hospital Research Institute, Harvard Medical School, Boston, Massachusetts, United States of America
- * E-mail: (RKJ); (DF)
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Chai X, Chu H, Yang X, Meng Y, Shi P, Gou S. Metformin Increases Sensitivity of Pancreatic Cancer Cells to Gemcitabine by Reducing CD133+ Cell Populations and Suppressing ERK/P70S6K Signaling. Sci Rep 2015; 5:14404. [PMID: 26391180 PMCID: PMC4585731 DOI: 10.1038/srep14404] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2015] [Accepted: 08/26/2015] [Indexed: 12/14/2022] Open
Abstract
The prognosis of pancreatic cancer remains dismal, with little advance in chemotherapy because of its high frequency of chemoresistance. Metformin is widely used to treat type II diabetes, and was shown recently to inhibit pancreatic cancer stem cell proliferation. In the present study, we investigated the role of metformin in chemoresistance of pancreatic cancer cells to gemcitabine, and its possible cellular and molecular mechanisms. Metformin increases sensitivity of pancreatic cancer cells to gemcitabine. The mechanism involves, at least in part, the inhibition of CD133+ cells proliferation and suppression of P70S6K signaling activation via inhibition of ERK phosphorylation. Studies of primary tumor samples revealed a relationship between P70S6K signaling activation and the malignancy of pancreatic cancer. Analysis of clinical data revealed a trend of the benefit of metformin for pancreatic cancer patients with diabetes. The results suggested that metformin has a potential clinical use in overcoming chemoresistance of pancreatic cancer.
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Affiliation(s)
- Xinqun Chai
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
| | - Hongpeng Chu
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
| | - Xuan Yang
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
| | - Yuanpu Meng
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
| | - Pengfei Shi
- Department of Breast and Thyroid Surgery, Central Hospital of Wuhan
| | - Shanmiao Gou
- Pancreatic Disease Institute, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology
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