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Natarajan D, Plakkot B, Tiwari K, Ekambaram S, Wang W, Rudolph M, Mohammad MA, Chacko SK, Subramanian M, Tarantini S, Yabluchanskiy A, Ungvari Z, Csiszar A, Balasubramanian P. Chronic β3-AR stimulation activates distinct thermogenic mechanisms in brown and white adipose tissue and improves systemic metabolism in aged mice. Aging Cell 2024; 23:e14321. [PMID: 39177077 PMCID: PMC11634714 DOI: 10.1111/acel.14321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 07/30/2024] [Accepted: 08/03/2024] [Indexed: 08/24/2024] Open
Abstract
Adipose thermogenesis has been actively investigated as a therapeutic target for improving metabolic dysfunction in obesity. However, its applicability to middle-aged and older populations, which bear the highest obesity prevalence in the United States (approximately 40%), remains uncertain due to age-related decline in thermogenic responses. In this study, we investigated the effects of chronic thermogenic stimulation using the β3-adrenergic (AR) agonist CL316,243 (CL) on systemic metabolism and adipose function in aged (18-month-old) C57BL/6JN mice. Sustained β3-AR treatment resulted in reduced fat mass, increased energy expenditure, increased fatty acid oxidation and mitochondrial activity in adipose depots, improved glucose homeostasis, and a favorable adipokine profile. At the cellular level, CL treatment increased uncoupling protein 1 (UCP1)-dependent thermogenesis in brown adipose tissue (BAT). However, in white adipose tissue (WAT) depots, CL treatment increased glycerol and lipid de novo lipogenesis (DNL) and turnover suggesting the activation of the futile substrate cycle of lipolysis and reesterification in a UCP1-independent manner. Increased lipid turnover was also associated with the simultaneous upregulation of proteins involved in glycerol metabolism, fatty acid oxidation, and reesterification in WAT. Further, a dose-dependent impact of CL treatment on inflammation was observed, particularly in subcutaneous WAT, suggesting a potential mismatch between fatty acid supply and oxidation. These findings indicate that chronic β3-AR stimulation activates distinct cellular mechanisms that increase energy expenditure in BAT and WAT to improve systemic metabolism in aged mice. Considering that people lose BAT with aging, activation of futile lipid cycling in WAT presents a novel strategy for improving age-related metabolic dysfunction.
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Affiliation(s)
- Duraipandy Natarajan
- Vascular Cognitive Impairment, Neurodegeneration, and Healthy Brain Aging Program, Department of NeurosurgeryUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- Oklahoma Center for Geroscience and Healthy Brain AgingUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- The Peggy and Charles Stephenson Cancer CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
| | - Bhuvana Plakkot
- Department of Physiological Sciences, College of Veterinary MedicineOklahoma State UniversityStillwaterOklahomaUSA
| | - Kritika Tiwari
- The Peggy and Charles Stephenson Cancer CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
| | - Shoba Ekambaram
- The Peggy and Charles Stephenson Cancer CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
| | - Weidong Wang
- Department of MedicineUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
| | - Michael Rudolph
- Department of Biochemistry and Physiology and Harold Hamm Diabetes CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
| | - Mahmoud A. Mohammad
- USDA/ARS Children's Nutrition Research CenterBaylor College of MedicineHoustonTexasUSA
| | - Shaji K. Chacko
- USDA/ARS Children's Nutrition Research CenterBaylor College of MedicineHoustonTexasUSA
| | - Madhan Subramanian
- Department of Physiological Sciences, College of Veterinary MedicineOklahoma State UniversityStillwaterOklahomaUSA
| | - Stefano Tarantini
- Vascular Cognitive Impairment, Neurodegeneration, and Healthy Brain Aging Program, Department of NeurosurgeryUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- Oklahoma Center for Geroscience and Healthy Brain AgingUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- The Peggy and Charles Stephenson Cancer CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public HealthSemmelweis UniversityBudapestHungary
| | - Andriy Yabluchanskiy
- Vascular Cognitive Impairment, Neurodegeneration, and Healthy Brain Aging Program, Department of NeurosurgeryUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- Oklahoma Center for Geroscience and Healthy Brain AgingUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- The Peggy and Charles Stephenson Cancer CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- Department of Health Promotion Sciences, College of Public HealthUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
| | - Zoltan Ungvari
- Vascular Cognitive Impairment, Neurodegeneration, and Healthy Brain Aging Program, Department of NeurosurgeryUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- Oklahoma Center for Geroscience and Healthy Brain AgingUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- USDA/ARS Children's Nutrition Research CenterBaylor College of MedicineHoustonTexasUSA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public HealthSemmelweis UniversityBudapestHungary
| | - Anna Csiszar
- Vascular Cognitive Impairment, Neurodegeneration, and Healthy Brain Aging Program, Department of NeurosurgeryUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- Oklahoma Center for Geroscience and Healthy Brain AgingUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- The Peggy and Charles Stephenson Cancer CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- International Training Program in Geroscience, Doctoral School of Basic and Translational Medicine/Department of Public HealthSemmelweis UniversityBudapestHungary
| | - Priya Balasubramanian
- Vascular Cognitive Impairment, Neurodegeneration, and Healthy Brain Aging Program, Department of NeurosurgeryUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- Oklahoma Center for Geroscience and Healthy Brain AgingUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- The Peggy and Charles Stephenson Cancer CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
- Department of Biochemistry and Physiology and Harold Hamm Diabetes CenterUniversity of Oklahoma Health Sciences CenterOklahoma CityOklahomaUSA
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Natarajan D, Plakkot B, Tiwari K, Ekambaram S, Wang W, Rudolph M, Mohammad MA, Chacko SK, Subramanian M, Tarantini S, Yabluchanskiy A, Ungvari Z, Csiszar A, Balasubramanian P. The metabolic benefits of thermogenic stimulation are preserved in aging. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.01.601572. [PMID: 39005396 PMCID: PMC11244901 DOI: 10.1101/2024.07.01.601572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Adipose thermogenesis has been actively investigated as a therapeutic target for improving metabolic dysfunction in obesity. However, its applicability to middle-aged and older populations, which bear the highest obesity prevalence in the US (approximately 40%), remains uncertain due to age-related decline in thermogenic responses. In this study, we investigated the effects of chronic thermogenic stimulation using the β3-adrenergic (AR) agonist CL316,243 (CL) on systemic metabolism and adipose function in aged (18-month-old) C57BL/6JN mice. Sustained β3-AR treatment resulted in reduced fat mass, increased energy expenditure, increased fatty acid oxidation and mitochondrial activity in adipose depots, improved glucose homeostasis, and a favorable adipokine profile. At the cellular level, CL treatment increased uncoupling protein 1 (UCP1)-dependent thermogenesis in brown adipose tissue (BAT). However, in white adipose tissue (WAT) depots, CL treatment increased glycerol and lipid de novo lipogenesis (DNL) and turnover suggesting the activation of the futile substrate cycle of lipolysis and reesterification in a UCP1-independent manner. Increased lipid turnover was also associated with the simultaneous upregulation of proteins involved in glycerol metabolism, fatty acid oxidation, and reesterification in WAT. Further, a dose-dependent impact of CL treatment on inflammation was observed, particularly in subcutaneous WAT, suggesting a potential mismatch between fatty acid supply and oxidation. These findings indicate that chronic β3-AR stimulation activates distinct cellular mechanisms that increase energy expenditure in BAT and WAT to improve systemic metabolism in aged mice. Our study provides foundational evidence for targeting adipose thermogenesis to improve age-related metabolic dysfunction.
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Mellor R, Girgis CM, Rodrigues A, Chen C, Cuan S, Gambhir P, Perera L, Veness M, Sundaresan P, Gao B. Acute Diabetes-Related Complications in Patients Receiving Chemoradiotherapy for Head and Neck Cancer. Curr Oncol 2024; 31:828-838. [PMID: 38392055 PMCID: PMC10888033 DOI: 10.3390/curroncol31020061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/23/2024] [Accepted: 01/30/2024] [Indexed: 02/24/2024] Open
Abstract
Patients with cancer and diabetes face unique challenges. Limited data are available on diabetes management in patients undergoing concurrent chemoradiotherapy (CCRT), a curative intent anticancer therapy commonly associated with glucocorticoid administration, weight fluctuations and enteral feeds. This retrospective case-control study examined the real-world incidence of acute diabetes-related complications in patients with head and neck cancer receiving CCRT, along with the impact of diabetes on CCRT tolerance and outcomes. METHODS Consecutive patients with head and neck squamous cell or nasopharyngeal cancer who underwent definitive or adjuvant CCRT between 2010 and 2019 at two large cancer centers in Australia were included. Clinicopathological characteristics, treatment complications and outcomes were collected from medical records. RESULTS Of 282 patients who received CCRT, 29 (10.3%) had pre-existing type 2 diabetes. None had type 1 diabetes. The majority (74.5%) required enteral feeding. A higher proportion of patients with diabetes required admission to a high-dependency or intensive care unit (17.2 versus 4.0%, p = 0.003). This difference was driven by the group who required insulin at baseline (n = 5), of which four (80.0%) were admitted to a high-dependency unit with diabetes-related complications, and three (60.0%) required omission of at least one cycle of chemotherapy. CONCLUSIONS Patients with diabetes requiring insulin have a high risk of acute life-threatening diabetes-related complications while receiving CCRT. We recommend multidisciplinary management involving a diabetes specialist, educator, dietitian, and pharmacist, in collaboration with the cancer care team, to better avoid these complications.
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Affiliation(s)
- Rhiannon Mellor
- Crown Princess Mary Cancer Centre, Westmead Hospital, Westmead, NSW 2145, Australia (M.V.); (B.G.)
| | - Christian M. Girgis
- Department of Diabetes and Endocrinology, Westmead Hospital, Westmead, NSW 2145, Australia
- Faculty of Medicine and Health, The University of Sydney School of Medicine, Camperdown, NSW 2050, Australia
| | - Anthony Rodrigues
- The Kinghorn Cancer Centre, St Vincent’s Hospital, Darlinghurst, NSW 2010, Australia;
| | - Charley Chen
- Blacktown Cancer and Haematology Centre, Blacktown Hospital, Blacktown, NSW 2148, Australia
| | - Sonia Cuan
- Crown Princess Mary Cancer Centre, Westmead Hospital, Westmead, NSW 2145, Australia (M.V.); (B.G.)
| | - Parvind Gambhir
- Blacktown Cancer and Haematology Centre, Blacktown Hospital, Blacktown, NSW 2148, Australia
| | - Lakmalie Perera
- Nepean Cancer Care Centre, Nepean Hospital, Kingswood, NSW 2747, Australia
| | - Michael Veness
- Crown Princess Mary Cancer Centre, Westmead Hospital, Westmead, NSW 2145, Australia (M.V.); (B.G.)
- Faculty of Medicine and Health, The University of Sydney School of Medicine, Camperdown, NSW 2050, Australia
| | - Purnima Sundaresan
- Crown Princess Mary Cancer Centre, Westmead Hospital, Westmead, NSW 2145, Australia (M.V.); (B.G.)
- Faculty of Medicine and Health, The University of Sydney School of Medicine, Camperdown, NSW 2050, Australia
- Blacktown Cancer and Haematology Centre, Blacktown Hospital, Blacktown, NSW 2148, Australia
| | - Bo Gao
- Crown Princess Mary Cancer Centre, Westmead Hospital, Westmead, NSW 2145, Australia (M.V.); (B.G.)
- Faculty of Medicine and Health, The University of Sydney School of Medicine, Camperdown, NSW 2050, Australia
- Blacktown Cancer and Haematology Centre, Blacktown Hospital, Blacktown, NSW 2148, Australia
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Huang J, Chan SC, Fung YC, Mak FY, Lok V, Zhang L, Lin X, Lucero-Prisno DE, Xu W, Zheng ZJ, Elcarte E, Withers M, Wong MCS. Incidence, Risk Factors, and Temporal Trends of Small Intestinal Cancer: A Global Analysis of Cancer Registries. Gastroenterology 2023; 165:600-612. [PMID: 37277079 DOI: 10.1053/j.gastro.2023.05.043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 04/13/2023] [Accepted: 05/05/2023] [Indexed: 06/07/2023]
Abstract
BACKGROUND & AIMS Small intestinal cancer is a rare cancer, with limited studies exploring its epidemiology. To our knowledge, this study is the first effort to comprehensively analyze the incidence, risk factors, and trends for small intestinal cancer by sex, age, and country. METHODS Global Cancer Observatory, Cancer Incidence in Five Continents Plus, and Global Burden of Disease were accessed to estimate the age-standardized rates of small intestinal cancer incidence (International Classification of Diseases, 10th Revision, Clinical Modification: C17) and prevalence of lifestyle risk factors, metabolic risk factors, and inflammatory bowel disease (IBD). Risk factor associations were assessed by linear and logistic regressions. Average annual percent change was calculated using joinpoint regression. RESULTS A total of 64,477 small intestinal cancer cases (age-standardized rate, 0.60 per 100,000) were estimated globally in 2020, with a higher disease burden found in North America (1.4). Higher small intestinal cancer incidence was associated with higher human development index; gross domestic product; and prevalence of smoking, alcohol drinking, physical inactivity, obesity, diabetes, lipid disorder, and IBD (β = 0.008-0.198; odds ratios, 1.07-10.01). There was an overall increasing trend of small intestinal cancer incidence (average annual percent change, 2.20-21.67), and the increasing trend was comparable among the 2 sexes but more evident in the older population aged 50-74 years than in the younger population aged 15-49 years. CONCLUSION There was a substantial geographic disparity in the burden of small intestinal cancer, with higher incidence observed in countries with higher human development index; gross domestic product; and prevalence of unhealthy lifestyle habits, metabolic disorders, and IBD. There was an overall increasing trend in small intestinal cancer incidence, calling for the development of preventive strategies.
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Affiliation(s)
- Junjie Huang
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong SAR, China; Center for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China
| | - Sze Chai Chan
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Yat Ching Fung
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Fung Yu Mak
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong SAR, China
| | - Veeleah Lok
- Department of Global Public Health, Karolinska Institute, Karolinska University Hospital, Stockholm, Sweden
| | - Lin Zhang
- The School of Public Health and Preventive Medicine, Monash University, Victoria, Australia; School of Public Health, The Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xu Lin
- Department of Thoracic Surgery, The First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Don Eliseo Lucero-Prisno
- Department of Global Health and Development, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Wanghong Xu
- School of Public Health, Fudan University, Shanghai, China
| | - Zhi-Jie Zheng
- Department of Global Health, School of Public Health, Peking University, Beijing, China
| | - Edmar Elcarte
- University of the Philippines, Manila, the Philippines
| | - Mellissa Withers
- Department of Population and Health Sciences, Institute for Global Health, University of Southern California, Los Angeles, California
| | - Martin C S Wong
- The Jockey Club School of Public Health and Primary Care, Faculty of Medicine, Chinese University of Hong Kong, Hong Kong SAR, China; Center for Health Education and Health Promotion, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China; School of Public Health, The Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China; Department of Global Health, School of Public Health, Peking University, Beijing, China.
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Guo J, Liu C, Pan J, Yang J. Relationship between diabetes and risk of gastric cancer: A systematic review and meta-analysis of cohort studies. Diabetes Res Clin Pract 2022; 187:109866. [PMID: 35398143 DOI: 10.1016/j.diabres.2022.109866] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 03/16/2022] [Accepted: 04/04/2022] [Indexed: 12/29/2022]
Abstract
Patients with diabetes mellitus (DM) are at increased risk of developing several cancers; however, there is a lack of consensus on the relationship between gastric cancer (GC) and DM. This study aimed to explore the association between GC and DM based on the type and duration of DM. We searched nine databases from inception to December 1, 2021, and 40 cohort studies that evaluated the relationship between DM and the incidence of GC were included in this review. The summary relative ratios for the relationship of GC incidence with type 1 DM (T1DM) and type 2 DM (T2DM) were estimated using the fixed-effect and random-effect models, respectively. The risk of GC was 46% and 14% higher in individuals with T1DM and T2DM, respectively, than in those without diabetes. The risk of GC development in patients with diabetes showed a U-shape curve of change with DM duration. Our meta-analysis suggested that both T1DM and T2DM present a higher risk of GC development. The risk of GC may be influenced by the different time windows following the onset of diabetes. Future studies are required to explore the mechanism by which the duration of DM, antidiabetic medication use, and sex affect this association.
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Affiliation(s)
- Jinru Guo
- School of Medicine, Xiamen University, Xiamen, Fujian, PR China
| | - Changqin Liu
- Department of Endocrinology and Diabetes, the First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, PR China
| | - Jinshui Pan
- Department of Hepatology, the First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, PR China
| | - Jinqiu Yang
- School of Medicine, Xiamen University, Xiamen, Fujian, PR China.
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Xi Y, Gao W, Zheng K, Lv J, Yu C, Wang S, Huang T, Sun D, Liao C, Pang Y, Pang Z, Yu M, Wang H, Wu X, Dong Z, Wu F, Jiang G, Wang X, Liu Y, Deng J, Lu L, Cao W, Li L. Overweight and risk of type 2 diabetes: A prospective Chinese twin study. DIABETES & METABOLISM 2021; 48:101278. [PMID: 34520837 DOI: 10.1016/j.diabet.2021.101278] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 08/04/2021] [Accepted: 08/07/2021] [Indexed: 12/21/2022]
Abstract
OBJECTIVES This study aimed to estimate the association between overweight and type 2 diabetes mellitus (T2DM) in twins, and further to explore whether genetic and early-life environmental factors account for this association. METHODS This study included 31,197 twin individuals from the Chinese National Twin Registry (CNTR). Generalized estimating equation (GEE) models were applied for unmatched case-control analysis. Conditional logistic regressions were used in co-twin matched case-control analysis. Logistic regressions were fitted to examine the differences in odds ratios (ORs) from the GEE models and conditional logistic regressions. Bivariate genetic model was used to explore the genetic and environmental correlation between body mass index (BMI) and T2DM. RESULTS In the GEE model, overweight was associated with a higher T2DM risk (OR=2.71, 95% confidence interval (CI): 1.96∼3.73), compared with participants with normal BMI. In the multi-adjusted conditional logistic regression, the association was still significant (OR=2.60, 95% CI: 1.15∼5.87). The ORs from the unmatched and matched analyses were different (P = 0.042). Particularly, overweight could increase T2DM risk in monozygotic (MZ) twins, and the difference in ORs between the unmatched and matched designs was significant (P = 0.014). After controlling for age and sex, the positive BMI-T2DM association was partly due to a significant genetic correlation (rA= 0.31, 95% CI: 0.20∼0.41). CONCLUSIONS Our findings suggest that genetics and early-life environments might account for the observed overweight-T2DM association. Genetic correlation between BMI and T2DM further provides evidence for the influence of overlap genes on their association.
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Affiliation(s)
- Yu'e Xi
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Wenjing Gao
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China.
| | - Ke Zheng
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Shengfeng Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Tao Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Chunxiao Liao
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Yuanjie Pang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
| | - Zengchang Pang
- Qingdao Municipal Center for Disease Control and Prevention, Qingdao 266033, China
| | - Min Yu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou 310051, China
| | - Hua Wang
- Jiangsu Provincial Center for Disease Control and Prevention, Nanjing 210009, China
| | - Xianping Wu
- Sichuan Center for Disease Control and Prevention, Chengdu 610041, China
| | - Zhong Dong
- Beijing Center for Disease Prevention and Control, Beijing 100013, China
| | - Fan Wu
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai 200336, China
| | - Guohong Jiang
- Tianjin Centers for Disease Control and Prevention, Tianjin 300011, China
| | - Xiaojie Wang
- Qinghai Center for Diseases Prevention and Control, Xining 810007, China
| | - Yu Liu
- Heilongjiang Provincial Center for Disease Control and Prevention, Harbin 150030, China
| | - Jian Deng
- Handan Center for Disease Control and Prevention, Handan 056001, China
| | - Lin Lu
- Yunnan Center for Disease Control and Prevention, Kunming 650034, China
| | - Weihua Cao
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China.
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China
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Yan P, Wang Y, Yu X, Liu Y, Zhang ZJ. Type 2 diabetes mellitus and risk of head and neck cancer subtypes: a systematic review and meta-analysis of observational studies. Acta Diabetol 2021; 58:549-565. [PMID: 33389127 DOI: 10.1007/s00592-020-01643-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/13/2020] [Accepted: 11/20/2020] [Indexed: 02/06/2023]
Abstract
AIMS The association between type 2 diabetes mellitus (T2DM) and risk of head and neck cancer (HNC) remains unclear. This study aims to perform a system review and meta-analysis to explore this relationship. METHODS PubMed, Web of Science, and Embase databases were searched for studies published up to July 31, 2020, regarding the association between T2DM and HNC risk. A random-effects model was utilized to calculate summary relative risks (RRs) with corresponding 95% confidence intervals (CIs). RESULTS Fourteen case-control studies and thirteen cohort studies were included in our analysis. We observed a weak association between T2DM and risk of HNC overall, but there was no statistical significance (RR, 1.04; 95% CI, 0.88-1.23; I2 = 83.2%). Interestingly, there was a strong association in East Asia (RR, 1.46; 95% CI, 1.21-1.77; I2 = 36.6%). For HNC subtypes, T2DM conferred a significantly elevated risk in oral cancer (RR, 1.22; 95% CI, 1.01-1.47; I2 = 89.0%). However, in subgroup analyses of smoking, alcohol use, and body mass index (BMI)/obesity adjustments, the association between T2DM and oral cancer risk became insignificant. In addition, T2DM was not associated with a statistically elevated risk of pharyngeal cancer (RR, 1.18; 95% CI, 0.94-1.49; I2 = 72.9%) and laryngeal cancer (RR, 1.03; 95% CI, 0.88-1.22; I2 = 71.2%). CONCLUSIONS This meta-analysis indicates that T2DM is associated with an increased risk of HNC in East Asia. As for site-specific cancer types, the risk of oral cancer was significantly increased in T2DM patients, which appear to be mediated or confounded by smoking, alcohol use, or BMI/obesity.
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Affiliation(s)
- Pengfei Yan
- Department of Preventive Medicine, School of Health Sciences, Wuhan University, No. 185 Donghu Road, Wuhan, 430071, China
| | - Yongbo Wang
- Department of Preventive Medicine, School of Health Sciences, Wuhan University, No. 185 Donghu Road, Wuhan, 430071, China
- Center for Evidence-Based and Translational Medicine, Zhongnan Hospital of Wuhan University, Wuhan, 430071, China
| | - Xue Yu
- Department of Preventive Medicine, School of Health Sciences, Wuhan University, No. 185 Donghu Road, Wuhan, 430071, China
| | - Yu Liu
- Department of Statistics and Management, School of Management, Wuhan Institute of Technology, Wuhan, 430205, China
| | - Zhi-Jiang Zhang
- Department of Preventive Medicine, School of Health Sciences, Wuhan University, No. 185 Donghu Road, Wuhan, 430071, China.
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8
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Yang R, Xu H, Pedersen NL, Li X, Yu J, Bao C, Qi X, Xu W. A healthy lifestyle mitigates the risk of heart disease related to type 2 diabetes: a prospective nested case-control study in a nationwide Swedish twin cohort. Diabetologia 2021; 64:530-539. [PMID: 33169206 PMCID: PMC7864843 DOI: 10.1007/s00125-020-05324-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 09/28/2020] [Indexed: 12/15/2022]
Abstract
AIMS/HYPOTHESIS We aimed to examine the association between type 2 diabetes and major subtypes of heart disease, to assess the role of genetic and early-life familial environmental factors in this association and to explore whether and to what extent a healthy lifestyle mitigates the risk of heart disease related to type 2 diabetes. METHODS In this prospective nested case-control study based on the Swedish Twin Registry, 41,463 twin individuals who were aged ≥40 and heart disease-free were followed up for 16 years (from 1998 to 2014) to detect incident heart disease. Type 2 diabetes was ascertained from self-report, the National Patient Registry and glucose-lowering medication use. Heart disease diagnosis (including coronary heart disease, cardiac arrhythmias and heart failure) and onset age were identified from the National Patient Registry. Healthy lifestyle-related factors consisted of being a non-smoker, no/mild alcohol consumption, regular physical activity and being non-overweight. Participants were divided into three groups according to the number of lifestyle-related factors: (1) unfavourable (participants who had no or only one healthy lifestyle factor); (2) intermediate (any two or three); and (3) favourable (four). Generalised estimating equation models for unmatched case-control design and conditional logistic regression for co-twin control design were used in data analyses. RESULTS Of all participants, 2304 (5.5%) had type 2 diabetes at baseline. During the observation period, 9262 (22.3%) had any incident heart disease. In unmatched case-control analyses and co-twin control analyses, the multi-adjusted OR and 95% CI of heart disease related to type 2 diabetes was 4.36 (3.95, 4.81) and 4.89 (3.88, 6.16), respectively. The difference in ORs from unmatched case-control analyses vs co-twin control analyses was statistically significant (OR 1.57; 95% CI 1.42, 1.73; p < 0.001). In stratified analyses by type 2 diabetes, compared with an unfavourable lifestyle, an intermediate lifestyle or a favourable lifestyle was associated with a significant 32% (OR 0.68; 95% CI 0.49, 0.93) or 56% (OR 0.44; 95% CI 0.30, 0.63) decrease in heart disease risk among patients with type 2 diabetes, respectively. There were significant additive and multiplicative interactions between lifestyle and type 2 diabetes on heart disease. CONCLUSIONS/INTERPRETATION Type 2 diabetes is associated with more than fourfold increased risk of heart disease. The association still remains statistically significant, even after fully controlling for genetic and early-life familial environmental factors. However, greater adherence to a healthy lifestyle may significantly mitigate the risk of heart disease related to type 2 diabetes. Graphical abstract.
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Affiliation(s)
- Rongrong Yang
- Public Health Science and Engineering College, Tianjin University of Traditional Chinese Medicine, Tianjin, China
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Hui Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China
- Big Data and Engineering Research Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | - Xuerui Li
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China
| | - Jing Yu
- Department of Physiology and Pathophysiology, School of Basic Medicine, Tianjin Medical University, Tianjin, China
| | - Cuiping Bao
- Department of Radiology, Tianjin Union Medical Centre, Tianjin, China
| | - Xiuying Qi
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.
| | - Weili Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Tianjin, China.
- Aging Research Center, Department of Neurobiology, Health Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden.
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9
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Foussard N, Larroumet A, Rigo M, Mohammedi K, Baillet-Blanco L, Poupon P, Monlun M, Lecocq M, Devouge AC, Ducos C, Liebart M, Battaglini Q, Rigalleau V. Skin autofluorescence predicts cancer in subjects with type 2 diabetes. BMJ Open Diabetes Res Care 2021; 9:9/1/e001312. [PMID: 33762312 PMCID: PMC7993362 DOI: 10.1136/bmjdrc-2020-001312] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 02/11/2021] [Accepted: 02/26/2021] [Indexed: 12/16/2022] Open
Abstract
INTRODUCTION Subjects with type 2 diabetes have an excess risk of cancer. The potential role of advanced glycation end products (AGEs) accumulated during long-term hyperglycemia in cancer development has been suggested by biological studies but clinical data are missing. AGEs can be estimated by measuring the skin autofluorescence. We searched whether the skin autofluorescence could predict new cancers in persons with type 2 diabetes. RESEARCH DESIGN AND METHODS From 2009 to 2015, we measured the skin autofluorescence of 413 subjects hospitalized for uncontrolled or complicated type 2 diabetes, without any history of cancer. The participants were followed for at least 1 year and the occurrences of new cancers were compared according to their initial skin autofluorescences. RESULTS The participants were mainly men (57.9%), with poorly controlled (HbA1c 72±14 mmol/mol or 8.7%±1.8%) and/or complicated type 2 diabetes. Their median skin autofluorescence was 2.6 (2.2-3.0) arbitrary units. Forty-five new cancer cases (10.9%) were registered during 4.8±2.3 years of follow-up: 75.6% of these subjects had skin autofluorescence higher than the median (χ2: p=0.001). By Cox regression analysis adjusted for age, gender, body mass index, history of smoking and renal parameters, skin autofluorescence >2.6 predicted a 2.57-fold higher risk of cancer (95% CI 1.28 to 5.19, p=0.008). This association remained significant after excluding the eight cancers that occurred in the 4 years after inclusion (OR 2.95, 95% CI 1.36 to 6.38, p=0.006). As a continuous variable, skin autofluorescence was also related to new cancers (OR 1.05, 95% CI 1.01 to 1.10, p=0.045). CONCLUSIONS Skin autofluorescence, a potential marker of glycemic memory, predicts the occurrence of cancer in subjects with type 2 diabetes. This relation provides a new clinical argument for the role of AGEs in cancer. Their estimation by measuring the skin autofluorescence may help select subjects with diabetes in cancer screening programs.
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Affiliation(s)
- Ninon Foussard
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Alice Larroumet
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Marine Rigo
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Kamel Mohammedi
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | | | - Pauline Poupon
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Marie Monlun
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Maxime Lecocq
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Anne-Claire Devouge
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Claire Ducos
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Marion Liebart
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Quentin Battaglini
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
| | - Vincent Rigalleau
- Nutrition-Diabetology, CHU de Bordeaux, Hôpital Haut-Lévêque, Pessac, France
- INSERM U1219-Bordeaux Population Health Research Center, Bordeaux, France
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10
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Xi Y, Gao W, Zheng K, Lv J, Yu C, Wang S, Huang T, Sun D, Liao C, Pang Y, Pang Z, Yu M, Wang H, Wu X, Dong Z, Wu F, Jiang G, Wang X, Liu Y, Deng J, Lu L, Cao W, Li L. The Roles of Genetic and Early-Life Environmental Factors in the Association Between Overweight or Obesity and Hypertension: A Population-Based Twin Study. Front Endocrinol (Lausanne) 2021; 12:743962. [PMID: 34675880 PMCID: PMC8525506 DOI: 10.3389/fendo.2021.743962] [Citation(s) in RCA: 4] [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] [Received: 07/19/2021] [Accepted: 09/15/2021] [Indexed: 01/14/2023] Open
Abstract
AIMS/HYPOTHESIS We aimed to explore whether and to what extent overweight or obesity could increase the risk of hypertension, and further to estimate the roles of genetic and early-life familial environmental factors in their association. METHODS This prospective twin study was based on the Chinese National Twin Registry (CNTR), which collected information from self-report questionnaires. We conducted unmatched case-control analysis to examine the association between overweight or obesity and hypertension. And further to explore whether genetics and familiar environments shared within a twin pair, accounted for their association via co-twin matched case-control design. Generalized estimating equation (GEE) models and conditional logistic regressions were used in the unmatched and matched analyses, respectively. Then, we used logistic regressions to test the difference in odds ratios (ORs) between the unmatched and matched analyses. Finally, through bivariate twin model, the roles of genetic and environmental factors in the body mass index (BMI)- hypertension association were estimated. RESULTS Overall, we included a total of 30,617 twin individuals, of which 7533 (24.6%) twin participants were overweight or obesity and 757 (2.5%) developed hypertension during a median follow-up time of 4.4 years. In the GEE model, overweight or obesity was associated with a 94% increased risk of hypertension (OR=1.94, 95% confidence interval (CI): 1.64~2.30). In the conditional logistic regression, the multi-adjusted OR was 1.80 (95% CI: 1.18~2.74). The difference in OR between unmatched and matched analyses was significant (P=0.016). Specifically, overweight or obesity was not associated with hypertension risk in the co-twin design when we full controlled genetic and familiar environmental factors (OR=0.89, 95 CI: 0.46~1.72). After controlling for age and sex, we found the positive BMI-hypertension association was mainly explained by a genetic correlation between them (rA= 0.59, 95% CI: 0.44~1.00). CONCLUSIONS/INTERPRETATION Genetics and early-life environments shared by participants within a twin pair appear to account for the association between overweight or obesity and hypertension risk.
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Affiliation(s)
- Yu’e Xi
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Wenjing Gao
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- *Correspondence: Wenjing Gao, ; Weihua Cao,
| | - Ke Zheng
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Jun Lv
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Canqing Yu
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Shengfeng Wang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Tao Huang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Dianjianyi Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Chunxiao Liao
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Yuanjie Pang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
| | - Zengchang Pang
- Qingdao Municipal Center for Disease Control and Prevention , Qingdao, China
| | - Min Yu
- Zhejiang Provincial Center for Disease Control and Prevention, Hangzhou, China
| | - Hua Wang
- Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, China
| | - Xianping Wu
- Sichuan Center for Disease Control and Prevention, Chengdu, China
| | - Zhong Dong
- Beijing Center for Disease Prevention and Control, Beijing, China
| | - Fan Wu
- Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
| | - Guohong Jiang
- Tianjin Centers for Disease Control and Prevention, Tianjin, China
| | - Xiaojie Wang
- Qinghai Center for Diseases Prevention and Control, Xining, China
| | - Yu Liu
- Heilongjiang Provincial Center for Disease Control and Prevention, Harbin, China
| | - Jian Deng
- Handan Center for Disease Control and Prevention, Handan, China
| | - Lin Lu
- Yunnan Center for Disease Control and Prevention, Kunming, China
| | - Weihua Cao
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
- *Correspondence: Wenjing Gao, ; Weihua Cao,
| | - Liming Li
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, China
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11
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Wang L, Zhong L, Xu B, Chen M, Huang H. Diabetes mellitus and the risk of ovarian cancer: a systematic review and meta-analysis of cohort and case-control studies. BMJ Open 2020; 10:e040137. [PMID: 33376163 PMCID: PMC7778773 DOI: 10.1136/bmjopen-2020-040137] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Revised: 10/05/2020] [Accepted: 11/18/2020] [Indexed: 12/15/2022] Open
Abstract
OBJECTIVE Emerging evidence from observational studies (cohort and case-control studies) suggests that a history of diabetes mellitus (DM) has been linked to increased risk of ovarian cancer (OC), but the association between them remains inconclusive. The aim of this systematic review and meta-analysis of observational studies was to clarify this association. DESIGN Systematic review and meta-analysis. METHODS We searched PubMed, Embase and the Cochrane library databases published from the inception through 9 April 2020 without language restriction. Observational studies that evaluated the correlation between DM and the incidence of OC were included in our study. Relative risk (RR) with 95% CI was pooled by use of a random-effects model. RESULTS A total of 36 epidemiological articles, including 9 case-control and 27 cohort studies, were finally enrolled, consisting of 14 496 incident cases of OC. Synthesised RRs of developing OC by history of DM were 1.20 (95% CI=1.10 to 1.31) for all eligible studies, 1.08 (95% CI=0.77 to 1.53) for case-control studies and 1.22 (95% CI=1.11 to 1.33) for cohort studies. The above-mentioned positive association persisted across most of subgroup analyses, whereas it was not significant among studies from North American and European countries, level of unadjusted, and patients with low-quality and gestational DM group. The cumulative meta-analysis and sensitivity analysis showed pooled effect was stable and reliable, and no apparent publication bias was identified in this study. CONCLUSIONS Our study found weaker but still association between DM and OC risk. However, further well-designed prospective studies that control for potential confounders are warranted.
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Affiliation(s)
- Lihai Wang
- Obstetrics and Gynecology, Huzhou Central Hospital, Affiliated Central Hospital, HuZhou University, Huzhou, Zhejiang, China
| | - Lei Zhong
- Intensive Care Unit, Huzhou Central Hospital, Affiliated Central Hospital, HuZhou University, Huzhou, Zhejiang, China
| | - Bin Xu
- Obstetrics and Gynecology, Huzhou Central Hospital, Affiliated Central Hospital, HuZhou University, Huzhou, Zhejiang, China
| | - Min Chen
- Obstetrics and Gynecology, Huzhou Central Hospital, Affiliated Central Hospital, HuZhou University, Huzhou, Zhejiang, China
| | - Hongxiao Huang
- Obstetrics and Gynecology, Huzhou Central Hospital, Affiliated Central Hospital, HuZhou University, Huzhou, Zhejiang, China
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12
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Wang X, Wang H, Zhang T, Cai L, Dai E, He J. Diabetes and its Potential Impact on Head and Neck Oncogenesis. J Cancer 2020; 11:583-591. [PMID: 31942181 PMCID: PMC6959048 DOI: 10.7150/jca.35607] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Accepted: 09/27/2019] [Indexed: 12/25/2022] Open
Abstract
In recent years, the incidence of diabetes mellitus and cancer has increased sharply; indeed, these have become the two most important diseases threatening health and survival. Head and neck (HN) tumors are the sixth most common malignancies in humans. Numerous studies have shown that there are many common risk factors for diabetes mellitus and HN squamous cell carcinoma, including advanced age, poor diet and lifestyle, and environmental factors. However, the mechanism linking the two diseases has not been identified. A number of studies have shown that diabetes affects the development, metastasis, and prognosis of HN cancer, potentially through the associated hyperglycemia, hyperinsulinemia and insulin resistance, or chronic inflammation. More recent studies show that metformin, the first-line drug for the treatment of type 2 diabetes, can significantly reduce the risk of HN tumor development and reduce mortality in diabetic patients. Here, we review recent progress in the study of the relationship between diabetes mellitus and HN carcinogenesis, and its potential mechanisms, in order to provide a scientific basis for the early diagnosis and effective treatment of these diseases.
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Affiliation(s)
- Xiaofeng Wang
- Department of Stomatology, China-Japan Union Hospital of Jilin University, Changchun 130033, Jilin Province, China
- Pediatric Research Institute, Department of Pediatrics, The University of Louisville School of Medicine, Louisville, KY 40292, USA
| | - Huiyu Wang
- Department of Stomatology, China-Japan Union Hospital of Jilin University, Changchun 130033, Jilin Province, China
| | - Tianfu Zhang
- Department of Stomatology, China-Japan Union Hospital of Jilin University, Changchun 130033, Jilin Province, China
| | - Lu Cai
- Pediatric Research Institute, Department of Pediatrics, The University of Louisville School of Medicine, Louisville, KY 40292, USA
- Departments of Radiation Oncology, Pharmacology, and Toxicology, University of Louisville, Louisville, KY 40202, USA
| | - Enyong Dai
- Department of Oncology and Hematology, China-Japan Union Hospital of Jilin University, Changchun 130033, Jilin Province, China
| | - Jinting He
- Department of Neurology, China-Japan Union Hospital of Jilin University, Changchun 130033, Jilin Province, China
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13
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Yang R, Pedersen NL, Bao C, Xu W, Xu H, Song R, Qi X, Xu W. Type 2 diabetes in midlife and risk of cerebrovascular disease in late life: a prospective nested case-control study in a nationwide Swedish twin cohort. Diabetologia 2019; 62:1403-1411. [PMID: 31172222 PMCID: PMC6647245 DOI: 10.1007/s00125-019-4892-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Accepted: 04/10/2019] [Indexed: 02/06/2023]
Abstract
AIMS/HYPOTHESIS We aimed to examine the association between midlife type 2 diabetes mellitus and cerebrovascular disease (CBD) in late life, and further to explore whether genetic and early-life familial environmental factors (such as shared childhood socioeconomic status and adolescent environment) play a role in this association. METHODS In this prospective nested case-control study based on the Swedish Twin Registry, 33,086 twin individuals who were born in 1958 or earlier and were CBD-free before the age of 60 were included. Midlife (40-59 years) type 2 diabetes was ascertained from self-report, the National Patient Registry (NPR) and glucose-lowering medication use. CBD diagnosis (cerebral infarction, occlusion of cerebral arteries, subarachnoid haemorrhage, intracerebral haemorrhage and unspecified CBD) and onset age were identified from the NPR. Late-life CBD was defined as CBD onset age ≥60 years. Generalised estimating equation (GEE) models were used to analyse unmatched case-control data (adjusted for the clustering of twins within a pair). Conditional logistic regression was used in co-twin matched case-control analyses in CBD-discordant twin pairs. RESULTS Of all the participants, 1248 (3.8%) had midlife type 2 diabetes and 3121 (9.4%) had CBD in late life. In GEE models adjusted for age, sex, education, BMI, smoking, alcohol consumption, marital status, hypertension and heart disease, the ORs (95% CIs) of type 2 diabetes were 1.29 (1.03, 1.61) for cerebral infarction, 2.03 (1.20, 3.44) for occlusion of cerebral arteries, 0.52 (0.12, 2.21) for subarachnoid haemorrhage and 0.78 (0.45, 1.36) for intracerebral haemorrhage. In multi-adjusted conditional logistic regression, the OR of the type 2 diabetes-cerebral infarction association was 0.96 (0.51, 1.80). The differences in ORs from the GEE and co-twin control analyses were not statistically significant (p = 0.780). CONCLUSIONS/INTERPRETATION Midlife type 2 diabetes is significantly associated with increased risk of cerebral infarction and occlusion of cerebral arteries, but not intracerebral haemorrhage or subarachnoid haemorrhage in late life. Genetic and early-life familial environmental factors do not appear to account for the type 2 diabetes-cerebral infarction association, but further clarification is needed.
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Affiliation(s)
- Rongrong Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Qixiangtai Road 22, Heping District, 300070, Tianjin, People's Republic of China
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, University of Southern California, Los Angeles, CA, USA
| | - Cuiping Bao
- Department of Radiology, Tianjin Union Medical Centre, Tianjin, People's Republic of China
| | - Weige Xu
- Department of Radiology, Tianjin Gongan Hospital, Tianjin, People's Republic of China
| | - Hui Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Qixiangtai Road 22, Heping District, 300070, Tianjin, People's Republic of China
| | - Ruixue Song
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Qixiangtai Road 22, Heping District, 300070, Tianjin, People's Republic of China
| | - Xiuying Qi
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Qixiangtai Road 22, Heping District, 300070, Tianjin, People's Republic of China.
| | - Weili Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, Qixiangtai Road 22, Heping District, 300070, Tianjin, People's Republic of China.
- Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Tomtebodavägen 18A Floor 10, SE-171 65, Solna, Stockholm, Sweden.
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14
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A hybrid Forecast Cost Benefit Classification of diabetes mellitus prevalence based on epidemiological study on Real-life patient's data. Sci Rep 2019; 9:10103. [PMID: 31300715 PMCID: PMC6626127 DOI: 10.1038/s41598-019-46631-9] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2018] [Accepted: 07/01/2019] [Indexed: 12/12/2022] Open
Abstract
The increasing ratio of diabetes is found risky across the planet. Therefore, the diagnosis is important in population with extreme risk of diabetes. In this study, a decision-making classifier (J48) is applied over a data-mining platform (Weka) to measure accuracy and linear regression on classification results to forecast cost/benefit ratio in diabetes mellitus patients along with prevalence. In total 108 invasive and non-invasive medical features are considered from 251 patients for assessment, and the real-time data are gathered from Pakistan over a time span of June 2017 to April 2018. The results indicate that J48 classifiers achieved the best accuracy of (99.28%), whereas, error rate (0.08%), Kappa stats, PRC, and MCC are (0.98%), precision, recall, and F-matrix are (0.99%). In addition, true positive rate is (0.99%) and false positive is (0.08%). The regression forecast decision indicates blood pressure and glucose level are key features for diabetes. The cost/benefit matrix indicates two predictions for positive test with accuracy (66.68%) and (30.60%), and key attributes with total Gain (118.13%). The study confirmed the proposed prediction is practical for screening of diabetes mellitus patients at the initial stage without invasive medical tests and found effectual in the early diagnosis of diabetes.
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15
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Bao C, Yang R, Pedersen NL, Xu W, Xu H, Song R, Qi X, Xu W. Overweight in midlife and risk of cancer in late life: A nationwide Swedish twin study. Int J Cancer 2019; 144:2128-2134. [PMID: 30565668 DOI: 10.1002/ijc.32005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2018] [Accepted: 11/08/2018] [Indexed: 12/11/2022]
Abstract
Our study examined whether midlife overweight (body mass index [BMI] ≥25) is associated with late-life cancer risk and explored the role of genetic and early-life environmental factors in this association. The study included 14,766 individuals from the Swedish Twin Registry, whose midlife (30-50 years) height and weight were recorded. Information on cancer diagnoses in late life (>65 years) was derived from the National Patient Registry and Cancer Registry. Generalized estimating equation (GEE) models were used to analyze unmatched case-control data (controlled for the clustering of twins within a pair). A co-twin matched case-control analysis used conditional logistic regression to compare cancer-discordant twins. Of all participants, 3968 (26.9%) were overweight and 4253 (28.8%) had cancer. In multi-adjusted GEE models using normal-weight (BMI 18.5-24.9) participants as the reference group, overweight was related to higher risk of colon cancer (OR 1.36, 95% CI: 1.00-1.84, p = 0.049), liver cancer (OR 2.00, 95% CI: 1.11-3.62), cervix uteri cancer (OR 2.86, 95% CI: 1.19-6.91) and corpus uteri cancer (OR 1.78, 95% CI: 1.14-2.78) but lower risk of nonmelanoma skin cancer (OR 0.77, 95% CI: 0.66-0.90). In conditional logistic regression analysis, these associations were attenuated becoming nonsignificance. The difference in ORs from the unmatched and matched analyses was not significant. In conclusion, midlife overweight is associated with increased risk of late-life colon, liver and uterine cancer but reduced risk of late-life nonmelanoma skin cancer. Further investigations are warranted to explore the role of genetic and early-life environmental factors in these associations.
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Affiliation(s)
- Cuiping Bao
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, China.,Department of Radiology, Tianjin Union Medical Centre, Tianjin, China
| | - Rongrong Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, China
| | - Nancy L Pedersen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.,Department of Psychology, University of Southern California, Los Angeles, California, USA
| | - Weige Xu
- Department of Radiology, Tianjin Gongan Hospital, Tianjin, China
| | - Hui Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, China
| | - Ruixue Song
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, China
| | - Xiuying Qi
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, China
| | - Weili Xu
- Department of Epidemiology and Biostatistics, School of Public Health, Tianjin Medical University, China.,Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Sweden
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