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Kim J, Kim K. CT-based measurement of visceral adipose tissue volume as a reliable tool for assessing metabolic risk factors in prediabetes across subtypes. Sci Rep 2023; 13:17902. [PMID: 37864066 PMCID: PMC10589349 DOI: 10.1038/s41598-023-45100-8] [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: 05/23/2023] [Accepted: 10/16/2023] [Indexed: 10/22/2023] Open
Abstract
Visceral adipose tissue (VAT) is a well-established risk factor for the development of diabetes in individuals with prediabetes. We aimed to evaluate various adiposity and metabolic indices, including visceral adipose tissue (VAT) volume measured by CT, in individuals with prediabetes, based on their different subtypes. This retrospective study included 78 prediabetes individuals aged ≥ 20 years whose VAT volumes were evaluated by CT. Individuals were classified into prediabetes subtypes: impaired fasting glucose (IFG), impaired glucose tolerance (IGT), and combined IFG and IGT (C-IFG/IGT). We conducted a comparison of the patients' adiposity indices and their associations with one other, as well as with insulin resistance, based on the different prediabetes subtypes. Individuals with C-IFG/IGT had higher levels of visceral obesity than those with IFG or IGT. VAT volume was more strongly associated with insulin resistance than other adiposity indices, regardless of prediabetes subtypes. Additionally, VAT volume and liver attenuation index showed a significant correlation with the other indices studied across the prediabetes subtypes. CT-based measurement of VAT volume may be a valuable tool for evaluating metabolic risk factors among individuals with prediabetes.
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Affiliation(s)
- Jihyun Kim
- Department of Nuclear Medicine and Biomedical Research Institute, Pusan National University Hospital, 179, Gudeok-Ro, Seo-Gu, Busan, Republic of Korea
| | - Keunyoung Kim
- Department of Nuclear Medicine and Biomedical Research Institute, Pusan National University Hospital, 179, Gudeok-Ro, Seo-Gu, Busan, Republic of Korea.
- Department of Nuclear Medicine, College of Medicine, Pusan National University, Yangsan, 50612, Republic of Korea.
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Wen Y, Chen C, Kong X, Xia Z, Kong W, Si K, Han P, Vivian Liu W, Li X. Pancreatic fat infiltration, β-cell function and insulin resistance: A study of the young patients with obesity. Diabetes Res Clin Pract 2022; 187:109860. [PMID: 35367311 DOI: 10.1016/j.diabres.2022.109860] [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: 11/17/2021] [Revised: 03/07/2022] [Accepted: 03/29/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVE This study aimed to investigate the relationship between pancreatic fat infiltration (PFI) and glucose metabolism disorder, β-cell function and insulin resistance in patients with obesity. METHODS Pancreatic fat fraction (PFF) was quantified by MRI IDEAL-IQ technique. PFF greater than 6.2 % was defined as PFI, and 34 obese patients were divided into PFI and non-PFI groups. The 5-point plasma glucose and insulin values during oral glucose tolerance test (OGTT) were recorded. OGTT-derived indices of insulin resistance and β-cell function were calculated. RESULTS Glucose values levels at 0-120 min during OGTT were significantly higher and β-cell function variables were lower in PFI group than non-PFI group. While indices of insulin resistance were not significantly different between two groups. Correlation analysis showed that PFF was positively correlated with glucose levels at 0, 30 and 60 min, negatively correlated with β-cell function variables and not significantly correlated with indices of insulin resistance. However, these associations of PFF with β-cell function and glucose levels were only present in type 2 diabetes mellitus (T2DM) group but not in non-T2DM group. CONCLUSION There is an association between PFI and impaired β-cell function, and increased pancreatic fat may be a potential risk factor for the development of T2DM.
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Affiliation(s)
- Yu Wen
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | - Cen Chen
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | - Xiangchuang Kong
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | - Zefeng Xia
- Gastrointestinal Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Wen Kong
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Keke Si
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | - Ping Han
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430022, China
| | | | - Xin Li
- Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Hubei Province Key Laboratory of Molecular Imaging, Wuhan 430022, China.
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Sequeira IR, Yip WC, Lu LWW, Jiang Y, Murphy R, Plank LD, Cooper GJS, Peters CN, Lu J, Hollingsworth KG, Poppitt SD. Pancreas Fat, an Early Marker of Metabolic Risk? A Magnetic Resonance Study of Chinese and Caucasian Women: TOFI_Asia Study. Front Physiol 2022; 13:819606. [PMID: 35431998 PMCID: PMC9008457 DOI: 10.3389/fphys.2022.819606] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Accepted: 02/17/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectivePrevalence of type 2 diabetes (T2D) is disproportionately higher in younger outwardly lean Asian Chinese compared to matched Caucasians. Susceptibility to T2D is hypothesised due to dysfunctional adipose tissue expansion resulting in adverse abdominal visceral and organ fat accumulation. Impact on early risk, particularly in individuals characterised by the thin-on-the-outside-fat-on-the-inside (TOFI) phenotype, is undetermined.MethodsSixty-eight women [34 Chinese, 34 Caucasian; 18–70 years; body mass index (BMI), 20–45 kg/m2] from the TOFI_Asia study underwent magnetic resonance imaging and spectroscopy to quantify visceral, pancreas, and liver fat. Total body fat was (TBF) assessed by dual-energy x-ray absorptiometry, and fasting blood biomarkers were measured. Ethnic comparisons, conducted using two-sample tests and multivariate regressions adjusted for age, % TBF and ethnicity, identified relationships between abdominal ectopic fat depots with fasting plasma glucose (FPG), insulin resistance (HOMA2-IR), and related metabolic clinical risk markers in all, and within ethnic groups.ResultsDespite being younger and of lower bodyweight, Chinese women in the cohort had similar BMI and % TBF compared to their Caucasian counterparts. Protective high-density lipoprotein cholesterol, total- and high-molecular weight adiponectin were significantly lower, while glucoregulatory glucagon-like peptide-1 and glucagon significantly higher, in Chinese. There were no ethnic differences between % pancreas fat and % liver fat. However, at low BMI, % pancreas and % liver fat were ∼1 and ∼2% higher in Chinese compared to Caucasian women. In all women, % pancreas and visceral adipose tissue had the strongest correlation with FPG, independent of age and % TBF. Percentage (%) pancreas fat and age positively contributed to variance in FPG, whereas % TBF, amylin and C-peptide contributed to IR which was 0.3 units higher in Chinese.ConclusionPancreas fat accumulation may be an early adverse event, in TOFI individuals, with peptides highlighting pancreatic dysfunction as drivers of T2D susceptibility. Follow-up is warranted to explore causality.
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Affiliation(s)
- Ivana R. Sequeira
- Human Nutrition Unit, Faculty of Science, School of Biological Sciences, University of Auckland, Auckland, New Zealand
- High Value Nutrition National Science Challenge, Auckland, New Zealand
- *Correspondence: Ivana R. Sequeira, ; orcid.org/0000-0001-5414-9925
| | - Wilson C. Yip
- Human Nutrition Unit, Faculty of Science, School of Biological Sciences, University of Auckland, Auckland, New Zealand
- High Value Nutrition National Science Challenge, Auckland, New Zealand
| | - Louise W. W. Lu
- Human Nutrition Unit, Faculty of Science, School of Biological Sciences, University of Auckland, Auckland, New Zealand
- High Value Nutrition National Science Challenge, Auckland, New Zealand
| | - Yannan Jiang
- Department of Statistics, Faculty of Science, University of Auckland, Auckland, New Zealand
| | - Rinki Murphy
- High Value Nutrition National Science Challenge, Auckland, New Zealand
- Department of Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
- Auckland District Health Board, Auckland, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, University of Auckland, Auckland, New Zealand
| | - Lindsay D. Plank
- Department of Surgery, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
| | - Garth J. S. Cooper
- Department of Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
- Centre for Advanced Discovery and Experimental Therapeutics (CADET), Division of Cardiovascular Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom
- Faculty of Science, School of Biological Sciences, University of Auckland, Auckland, New Zealand
- Division of Medical Sciences, Department of Pharmacology, University of Oxford, Oxford, United Kingdom
| | - Carl N. Peters
- Department of Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
- Waitemata District Health Board, Auckland, New Zealand
| | - Jun Lu
- Faculty of Health and Environmental Sciences, Auckland University of Technology, Auckland, New Zealand
| | - Kieren G. Hollingsworth
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Sally D. Poppitt
- Human Nutrition Unit, Faculty of Science, School of Biological Sciences, University of Auckland, Auckland, New Zealand
- High Value Nutrition National Science Challenge, Auckland, New Zealand
- Department of Medicine, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand
- Faculty of Science, School of Biological Sciences, University of Auckland, Auckland, New Zealand
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Zeng N, Wang Y, Cheng Y, Huang Z, Song B. Imaging evaluation of the pancreas in diabetic patients. Abdom Radiol (NY) 2022; 47:715-726. [PMID: 34786594 DOI: 10.1007/s00261-021-03340-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2021] [Revised: 10/28/2021] [Accepted: 10/29/2021] [Indexed: 02/05/2023]
Abstract
Diabetes mellitus (DM) is becoming a global epidemic and its diagnosis and monitoring are based on laboratory testing which sometimes have limitations. The pancreas plays a key role in metabolism and is involved in the pathogenesis of DM. It has long been known through cadaver biopsies that pancreas volume is decreased in patients with DM. With the development of different imaging modalities over the last two decades, many studies have attempted to determine whether there other changes occurred in the pancreas of diabetic patients. This review summarizes current knowledge about the use of different imaging approaches (such as CT, MR, and US) and radiomics for exploring pancreatic changes in diabetic patients. Imaging studies are expected to produce reliable information regarding DM, and radiomics could provide increasingly valuable information to identify some undetectable features and help diagnose and predict the occurrence of diabetes through pancreas imaging.
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Affiliation(s)
- Ni Zeng
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Yi Wang
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Yue Cheng
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China
| | - Zixing Huang
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China.
| | - Bin Song
- Department of Radiology, West China Hospital, Sichuan University, No. 37 Guoxue Alley, Chengdu, 610041, Sichuan, China.
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Association between visceral adipose tissue volume, measured using computed tomography, and cardio-metabolic risk factors. Sci Rep 2022; 12:387. [PMID: 35013484 PMCID: PMC8748432 DOI: 10.1038/s41598-021-04402-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Accepted: 11/19/2021] [Indexed: 11/08/2022] Open
Abstract
We evaluated the associations between metabolic parameters with visceral adipose tissue (VAT) volume in women with prediabetes or type 2 diabetes (T2DM), and we compared the VAT volume with the VAT area. We enrolled women aged > 20 years with prediabetes or T2DM, who underwent oral glucose tolerance test and whose VAT was evaluated using computed tomography (CT) at our institution between 2017 and 2019. All participants underwent unenhanced spiral CT with a 3-mm slice thickness from the level of the diaphragm to the level of the mid-thigh. The two VAT areas were defined as the free drawn area on the levels of the umbilicus and L2 vertebra. The VAT areas were also manually drawn from the level of the diaphragm to the level of the pelvic floor and were used to calculate the VAT volumes by summing all areas with a slice thickness of 3 mm after setting the attenuation values from -45 to -195 Hounsfield Unit. All metabolic characteristics, except blood pressure, were significantly correlated with the VAT volume. The VAT areas measured at the level of the L2 vertebra and umbilicus were correlated with serum triglyceride, high-density lipoprotein cholesterol, and Framingham steatosis index alone. Multivariable regression analyses revealed that the VAT volume was significantly associated with several metabolic parameters. In conclusion, in women with prediabetes and T2DM, the VAT volume acquired from CT-based calculation has more significant correlations with metabolic risk factors compared with the VAT area.
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The extracellular volume fraction of the pancreas measured by dual-energy computed tomography: The association with impaired glucose tolerance. Eur J Radiol 2021; 141:109775. [PMID: 34020172 DOI: 10.1016/j.ejrad.2021.109775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Revised: 04/29/2021] [Accepted: 05/07/2021] [Indexed: 11/21/2022]
Abstract
PURPOSE To investigate the clinical value of measuring the ECV fraction of the pancreas by DECT in association with an impaired glucose tolerance (IGT) estimated by the hemoglobin A1C (HbA1C) value in patients with or without cirrhosis. MATERIALS AND METHODS This retrospective study included patients who underwent contrast-enhanced dynamic CT with dual-energy mode between March 2018 and February 2019. The ECV fraction of the pancreas was calculated from iodine map images created from equilibrium-phase contrast-enhanced DECT images. The cross-sectional areas of the pancreas were also measured. RESULTS In total, 51 patients were analyzed (median age, 69 years old; 22 women). The ECV fraction of the pancreas showed a significant negative correlation with the HbA1c value in the cirrhotic group (ρ=-0.346, p = 0.048), while there was no significant correlation in the non-cirrhotic group (ρ=-0.086, p = 0.734). In the elevated HbA1C group, the ECV fraction of the pancreas in the cirrhotic patients (median, 0.247; interquartile range [IQR], 0.098) was significantly lower than that in the non-cirrhotic patients (0.332, IQR 0.113) (p = 0.024). In the elevated HbA1C group, the cross-sectional area of the pancreas was significantly larger in the cirrhotic patients than that in the non-cirrhotic patients (median [IQR]; 2945 [904] vs. 1885 [909] mm2, p = 0.019). CONCLUSION A reduction in the ECV fraction of the pancreas measured by DECT as well as the enlargement of the pancreatic parenchyma was observed in cirrhotic patients with IGT. These findings suggest that the measurement of the pancreatic ECV fraction by DECT may help clarify the pathophysiology of IGT in patients with cirrhosis.
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Hijikata M, Higa M, Ichijo T, Hirose T. A comparison of meal tolerance test and oral glucose tolerance test for predicting insulin therapy in patients with gestational diabetes. Food Nutr Res 2021; 65:5490. [PMID: 33776619 PMCID: PMC7955519 DOI: 10.29219/fnr.v65.5490] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2020] [Revised: 10/17/2020] [Accepted: 10/19/2020] [Indexed: 12/30/2022] Open
Abstract
AIMS To identify factors predicting a need for insulin therapy in gestational diabetes mellitus (GDM) by comparing plasma glucose (PG) levels in a 75-g oral glucose tolerance test (75-g OGTT) with those in a 500-kcal meal tolerance test (MTT) containing 75 g of carbohydrate. SUBJECTS AND METHODS The MTT was performed in 61 patients who diagnosed with GDM by a 75-g OGTT (age, 33.2 ± 4.5 years; prepregnancy body mass index, 22.6 ± 4.7 kg/m2; number of gestational weeks, 25.1 ± 6.4 weeks). PG and serum insulin levels were measured before the meal and up to 180 min after the meal. The insulin secretion capacity and resistance index were calculated. RESULTS PG levels increased from 86.8 ± 8.8 mg/dL at fasting to 132.7 ± 20.1 mg/dL at 30 min, and 137.8 ± 27.7 mg/dL at 60 min after MTT in the 35 patients with needed insulin therapy; these levels were significantly higher than those in the 26 patients, who only needed diet therapy. The patients with needed insulin therapy had significantly higher fasting PG levels in the 75-g OGTT, PG levels at fasting and 30 min after the MTT, and homeostasis model assessment of insulin resistance (HOMA-IR), and a significantly lower disposition index (DI) and insulin index than patients treated by diet alone. Receiver operating characteristic curve analysis was performed for factors involved in insulin therapy, with the following cutoff values: fasting PG in the 75-g OGTT, 92 mg/dL; PG 30 min after MTT, 129 mg/dL; HOMA-IR, 1.51; DI, 3.9; HbA1c, 5.4%. Multivariate analysis revealed that the 30-min PG level after MTT and HOMA-IR predicted insulin therapy. CONCLUSION PG levels at 30 min after MTT may be useful for identifying patients with GDM, who need insulin therapy.
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Affiliation(s)
- Mai Hijikata
- Division of Diabetes, Metabolism, and Endocrinology, Department of Medicine, Toho University Graduate School of Medicine, Tokyo, Japan
- Division of Diabetes and Endocrinology, Department of Medicine, Saiseikai Yokohamashi Tobu Hospital, Kanagawa, Japan
| | - Mariko Higa
- Division of Diabetes and Endocrinology, Department of Medicine, Saiseikai Yokohamashi Tobu Hospital, Kanagawa, Japan
| | - Takamasa Ichijo
- Division of Diabetes and Endocrinology, Department of Medicine, Saiseikai Yokohamashi Tobu Hospital, Kanagawa, Japan
| | - Takahisa Hirose
- Division of Diabetes, Metabolism, and Endocrinology, Department of Medicine, Toho University Graduate School of Medicine, Tokyo, Japan
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Horii T, Kozawa J, Fujita S, Hosokawa Y, Kimura T, Fujita Y, Tokunaga A, Fukui K, Shimomura I. Amelioration of pancreatic fat accumulation in Japanese type 2 diabetes patients treated with sodium-glucose cotransporter 2 inhibitors: a retrospective study. Obes Sci Pract 2021; 7:346-352. [PMID: 34123402 PMCID: PMC8170578 DOI: 10.1002/osp4.482] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Revised: 01/03/2021] [Accepted: 01/12/2021] [Indexed: 12/13/2022] Open
Abstract
Background Prior reports have suggested that pancreatic fat is related to type 2 diabetes. Sodium‐glucose co‐transporter‐2 (SGLT‐2) inhibitors are expected to reduce ectopic fat accumulation. Aim This study assessed the effect of SGLT‐2 inhibitors on pancreatic and liver fat accumulations in patients with type 2 diabetes. Materials and Methods Retrospective analyses of indices of pancreatic and liver fat accumulations were conducted in 22 type 2 diabetes outpatients who were receiving SGLT‐2 inhibitors for more than 12 weeks. The differences between the pancreatic (P) or liver (L) and splenic (S) computed tomography values were evaluated. Results Fatty pancreas was defined as P−S < −8 Hounsfield Unit (HU), and the number of patients with fatty pancreas was 11 (50%). Fatty pancreas significantly improved after SGLT‐2 inhibitor use (median, −20.8; IQR, −34.8 to −14.3 HU vs. median, −14.6; IQR, −29.5 to −7.8 HU; p = 0.041). Fatty liver was defined as L−S ≤ 3.9 HU, and the number of patients with fatty liver was 11 (50%). Fatty liver significantly improved after SGLT‐2 inhibitor use (median, −4.3; IQR, −23.0 to 3.0 HU vs. median, −0.7; IQR, −5.2 to 6.3 HU; p = 0.016). Conclusion Pancreatic fat and liver fat accumulations might be reduced after treatment with SGLT‐2 inhibitors in type 2 diabetes patients with intense cumulative fat depositions in these organs.
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Affiliation(s)
- Tomomi Horii
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan
| | - Junji Kozawa
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan.,Department of Diabetes Care Medicine Graduate School of Medicine Osaka University Suita Japan
| | - Shingo Fujita
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan
| | - Yoshiya Hosokawa
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan
| | - Takekazu Kimura
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan
| | - Yukari Fujita
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan.,Department of Community Medicine Graduate School of Medicine Osaka University Suita Japan
| | - Ayumi Tokunaga
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan
| | - Kenji Fukui
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan
| | - Iichiro Shimomura
- Department of Metabolic Medicine Graduate School of Medicine Osaka University Suita Japan
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Mu’ti A, Paramita S. Relationship of Pancreatic Volumes Using CT Scan in Indonesian Adults with Age, Sex, and Body Mass Index. FOLIA MEDICA INDONESIANA 2021. [DOI: 10.20473/fmi.v56i1.24583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
The volume of internal organs, including pancreas, show potential health problems. Several medical conditions are associated with the volume of the pancreas. The study aimed to determine the pancreatic volumes using a computed tomography (CT) scan in normal Indonesian adults and to determine whether the age, sex, and body mass index (BMI) influence the measurement of pancreatic volumes. The study was conducted by 119 people aged between 20-77 years old. Pancreatic volume measurement was performed using the summation of area technique. Statistical analyzes used independent t-test and Pearson correlation test. The study showed a significant difference of pancreatic volumes between normoweight and overweight individuals with p=0.041 (p<0.05). The results showed a significant difference of pancreatic volumes between male and female with p=0.020 (p<0.05). The results showed a significant correlation between pancreatic volumes and age p=0.004 (p<0.05). These findings suggest that the change in pancreas volume with age, sex, and BMI is comparable among different ethnicities, which is also in line with other studies.
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Sun P, Fan C, Wang R, Chu T, Sun X, Zhang D, Du X. Computed Tomography-Estimated Pancreatic Steatosis is Associated with Carotid Plaque in Type 2 Diabetes Mellitus Patients: A Cross-Sectional Study from China. Diabetes Metab Syndr Obes 2021; 14:1329-1337. [PMID: 33790600 PMCID: PMC7997414 DOI: 10.2147/dmso.s299060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Accepted: 02/10/2021] [Indexed: 11/23/2022] Open
Abstract
OBJECTIVE To explore potential effects of pancreatic fat content measured by computed tomography (CT) on carotid plaque in patients with type 2 diabetes mellitus (T2DM). METHODS T2DM patients who underwent an un-enhanced CT scan of the upper abdomen and ultrasound of the carotid artery were enrolled. The patients were divided into a non-plaque group and a plaque group (including hypoechoic plaque subgroup and non-hypoechoic plaque subgroup). The CT attenuation of pancreas and spleen were measured. Pancreas-to-spleen attenuation ratio (P/S) and the difference between pancreatic and splenic attenuation (P-S) were calculated. The cutoff values of P/S and P-S were obtained using receiver operating characteristic curves. Logistic regression models were used to evaluate association of P/S or P-S with carotid plaque or hypoechoic plaque. RESULTS 337 patients were enrolled, including 101 cases in the non-plaque group, 146 cases in the hypoechoic plaque subgroup, and 90 cases in the non-hypoechoic plaque subgroup. P/S and P-S in hypoechoic plaque group were lower than those in non-plaque group, with a cutoff value of P/S and P-S as 0.72 and -13.33, respectively. After adjusting for risk factors, P/S and P-S correlated with carotid plaque [for low P/S: OR (95% CI): 3.15 (1.47-6.73), P = 0.0031; for low P-S: OR (95% CI): 2.84 (1.42-5.66), P = 0.0031] as well as carotid hypoechoic plaque [for low P/S: OR (95% CI): 1.82 (1.07-3.08), P = 0.0259; for low P-S: OR (95% CI): 1.82 (1.09-3.02), P = 0.021]. CONCLUSION T2DM patients with hypoechoic carotid plaque have higher pancreatic fat content than those without. Pancreatic steatosis correlates with carotid plaque and hypoechoic plaque in T2DM patients.
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Affiliation(s)
- Pengtao Sun
- Department of Radiology, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People’s Republic of China
| | - Chunzhi Fan
- Department of Ultrasound Medicine, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100020, People’s Republic of China
| | - Rengui Wang
- Department of Radiology, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People’s Republic of China
| | - Tongwei Chu
- Department of Ultrasound, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People’s Republic of China
| | - Xiaoli Sun
- Department of Radiology, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People’s Republic of China
| | - Dongxue Zhang
- Department of Endocrinology, Beijing Shijitan Hospital, Capital Medical University, Beijing, 100038, People’s Republic of China
| | - Xuechao Du
- Department of Radiology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, 100043, People’s Republic of China
- Correspondence: Xuechao Du Department of Radiology, Beijing Chaoyang Hospital, Capital Medical University, 5 Jingyuan Road, Shijingshan District, Beijing, 100043, People’s Republic of ChinaTel +86 13552588221 Email
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Beta-Cell Mass in Obesity and Type 2 Diabetes, and Its Relation to Pancreas Fat: A Mini-Review. Nutrients 2020; 12:nu12123846. [PMID: 33339276 PMCID: PMC7766247 DOI: 10.3390/nu12123846] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 12/14/2020] [Accepted: 12/14/2020] [Indexed: 12/11/2022] Open
Abstract
Type 2 diabetes (T2DM) is characterized by insulin resistance and beta-cell dysfunction. Although insulin resistance is assumed to be a main pathophysiological feature of the development of T2DM, recent studies have revealed that a deficit of functional beta-cell mass is an essential factor for the pathophysiology of T2DM. Pancreatic fat contents increase with obesity and are suggested to cause beta-cell dysfunction. Since the beta-cell dysfunction induced by obesity or progressive decline with disease duration results in a worsening glycemic control, and treatment failure, preserving beta-cell mass is an important treatment strategy for T2DM. In this mini-review, we summarize the current knowledge on beta-cell mass, beta-cell function, and pancreas fat in obesity and T2DM, and we discuss treatment strategies for T2DM in relation to beta-cell preservation.
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12
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Oba-Yamamoto C, Takeuchi J, Nakamura A, Takikawa R, Ozaki A, Nomoto H, Kameda H, Cho KY, Atsumi T, Miyoshi H. Combination of alcohol and glucose consumption as a risk to induce reactive hypoglycemia. J Diabetes Investig 2020; 12:651-657. [PMID: 33448697 PMCID: PMC8015820 DOI: 10.1111/jdi.13375] [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: 03/01/2020] [Revised: 06/07/2020] [Accepted: 07/21/2020] [Indexed: 12/20/2022] Open
Abstract
Aims/Introduction Alcohol consumption has been reported to cause hypoglycemia. However, the mechanism involved has not been unequivocally established. This study comprised healthy volunteers. We carried out a prospective trial to compare the effects of glucose and alcohol consumption, alone or in combination, on glucose and lipid metabolism. Materials and Methods A 75‐g oral glucose tolerance test (OGTT), a combined 75‐g glucose plus 20‐g alcohol tolerance test (OGATT) and a 20‐g alcohol tolerance test (OATT) were carried out in the participants. Plasma glucose, insulin, triglyceride and ethanol concentrations during each test were compared. Results We studied 10 participants. Their plasma glucose concentrations 15 and 30 min after the intake of 75 g of glucose were significantly higher during the OGATT than the OGTT. Hypoglycemia occurred in five participants after the OGATT, which was significantly more frequently than after the OGTT (P = 0.046). Hypoglycemia did not occur after the OATT, and the ethanol concentration was significantly lower after the OGATT than the OATT. The changes in triglyceride concentration from 30 min after the consumption of 75 g of glucose were significantly greater during the OGATT than the OGTT. The plasma insulin concentrations peaked after 60 min during both the OGTT and OGATT, and were significantly higher during the OGATT (P = 0.047). There were no differences between the two interventions in the Matsuda or disposition indexes. Conclusions Hypoglycemia occurred more frequently after the simultaneous consumption of alcohol plus glucose than after the consumption of glucose alone, suggesting that alcohol in the combination of glucose induces reactive hypoglycemia.
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Affiliation(s)
| | - Jun Takeuchi
- Sapporo Diabetes and Thyroid Clinic, Sapporo, Japan
| | - Akinobu Nakamura
- Department of Rheumatology, Endocrinology, and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | | | - Ayano Ozaki
- Sapporo Diabetes and Thyroid Clinic, Sapporo, Japan
| | - Hiroshi Nomoto
- Department of Rheumatology, Endocrinology, and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Hiraku Kameda
- Department of Rheumatology, Endocrinology, and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Kyu Yong Cho
- Department of Rheumatology, Endocrinology, and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.,Clinical Research and Medical Innovation Center, Hokkaido University, Sapporo, Japan
| | - Tatsuya Atsumi
- Department of Rheumatology, Endocrinology, and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
| | - Hideaki Miyoshi
- Department of Rheumatology, Endocrinology, and Nephrology, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan.,Division of Diabetes and Obesity, Faculty of Medicine and Graduate School of Medicine, Hokkaido University, Sapporo, Japan
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13
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Kameda F, Tanabe M, Onoda H, Higashi M, Ariyoshi S, Ihara K, Iida E, Furukawa M, Okada M, Ito K. Quantification of pancreas fat on dual-energy computed tomography: comparison with six-point Dixon magnetic resonance imaging. Abdom Radiol (NY) 2020; 45:2779-2785. [PMID: 32430511 DOI: 10.1007/s00261-020-02583-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Although it is important to quantify the degree of fatty degeneration of the pancreas, it is difficult to make such a quantification using conventional computed tomography (CT). The present study evaluated the feasibility of pancreatic fat quantification by dual-energy CT (DECT) compared with T2*-corrected six-point Dixon magnetic resonance imaging (MRI). MATERIALS AND METHODS Twenty-eight patients who underwent both DECT (100 and 150 kVp) and Dixon MRI without the use of contrast agents were analyzed. The region of interest (ROI) was placed at the head and body/tail of the pancreas on fat volume fraction (FVF) maps generated using the multi-material decomposition (MMD) algorithm on DECT. The FVF (%) of pancreatic parenchyma measured by DECT (CT-FVF) was compared with that measured on FVF maps calculated using Dixon MRI (MR-FVF) using the Spearman rank correlation coefficient. RESULTS The median CT-FVF (%) values of the head and body/tail of the pancreas on DECT were 14.2% (range 0.1-81.2%) and 9.4% (range 0-40.8%), respectively. The median MR-FVF (%) values of the head and body/tail of the pancreas on Dixon MRI were 12.2% (range 1.2-80.9%) and 8.1% (range 0.3-43.7%), respectively. CT-FVF (%) measured by DECT showed a significant correlation with the MR-FVF (%) measured by Dixon MRI in the head of the pancreas (ρ = 0.631, P < 0.001) as well as the body/tail of the pancreas (ρ = 0.526, P = 0.004). CONCLUSION DECT may be useful for quantifying the degree of fatty degeneration of the pancreas.
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Jang S, Kim JH, Choi SY, Park SJ, Han JK. Application of computerized 3D-CT texture analysis of pancreas for the assessment of patients with diabetes. PLoS One 2020; 15:e0227492. [PMID: 31929591 PMCID: PMC6957148 DOI: 10.1371/journal.pone.0227492] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 12/19/2019] [Indexed: 12/13/2022] Open
Abstract
Objective To evaluate the role of computerized 3D CT texture analysis of the pancreas as quantitative parameters for assessing diabetes. Methods Among 2,493 patients with diabetes, 39 with type 2 diabetes (T2D) and 12 with type 1 diabetes (T1D) who underwent CT using two selected CT scanners, were enrolled. We compared these patients with age-, body mass index- (BMI), and CT scanner-matched normal subjects. Computerized texture analysis for entire pancreas was performed by extracting 17 variable features. A multivariate logistic regression analysis was performed to identify the predictive factors for diabetes. A receiver operator characteristic (ROC) curve was constructed to determine the optimal cut off values for statistically significant variables. Results In diabetes, mean attenuation, standard deviation, variance, entropy, homogeneity, surface area, sphericity, discrete compactness, gray-level co-occurrence matrix (GLCM) contrast, and GLCM entropy showed significant differences (P < .05). Multivariate analysis revealed that a higher variance (adjusted OR, 1.002; P = .005), sphericity (adjusted OR, 1.649×104; P = .048), GLCM entropy (adjusted OR, 1.057×105; P = .032), and lower GLCM contrast (adjusted OR, 0.997; P < .001) were significant variables. The mean AUCs for each feature were 0.654, 0.689, 0.620, and 0.613, respectively (P < .05). In subgroup analysis, only larger surface area (adjusted OR, 1.000; P = .025) was a significant predictor for T2D. Conclusions Computerized 3D CT texture analysis of the pancreas could be helpful for predicting diabetes. A higher variance, sphericity, GLCM entropy, and a lower GLCM contrast were the significant predictors for diabetes.
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Affiliation(s)
- Siwon Jang
- Department of Radiology, SMG—SNU Boramae Medical Center, Seoul, Korea
| | - Jung Hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea
- * E-mail:
| | - Seo-Youn Choi
- Department of Radiology, Soonchunhyang University College of Medicine, Soonchunhyang University Bucheon Hospital, Bucheon, Korea
| | - Sang Joon Park
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Joon Koo Han
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea
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Ishibashi C, Kozawa J, Hosakawa Y, Yoneda S, Kimura T, Fujita Y, Fukui K, Iwahashi H, Shimomura I. Pancreatic fat is related to the longitudinal decrease in the increment of C-peptide in glucagon stimulation test in type 2 diabetes patients. J Diabetes Investig 2020; 11:80-87. [PMID: 31240874 PMCID: PMC6944841 DOI: 10.1111/jdi.13108] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2019] [Revised: 06/11/2019] [Accepted: 06/23/2019] [Indexed: 02/06/2023] Open
Abstract
AIMS/INTRODUCTION The relationship between pancreatic fatty infiltration and diabetes is widely known, whereas the causal relationship is not clear. Furthermore, it is uncertain whether pathogenesis of pancreatic fat is similar to that of liver fat. We aimed to clarify the contribution of this type of fat to glucose metabolism in type 2 diabetes patients by cross-sectional and longitudinal analyses. MATERIAL AND METHODS A total of 56 patients with type 2 diabetes who had been hospitalized twice were analyzed. We evaluated the mean computed tomography values of the pancreas (P), liver (L) and spleen (S). Lower computed tomography values indicate a greater fat content. We defined indices of pancreatic or liver fat content as the differences between P or L and S. We assessed the associations among fat content for the two organs (P-S, L-S) and clinical parameters at the first hospitalization, and then analyzed the associations between these fat contents and changes in glycometabolic markers (the second data values minus the first). RESULTS In the cross-sectional study, P-S negatively correlated with the increment of C-peptide in the glucagon stimulation test (r = -0.71, P < 0.0001) and body mass index (r = -0.28, P = 0.034). L-S negatively correlated with homeostasis model assessment of insulin resistance (r = -0.73, P < 0.0001), body mass index (r = -0.62, P < 0.0001) and some other obesity-related indicators, but not with the increment of C-peptide in the glucagon stimulation test. In the longitudinal study, P-S positively correlated with the change of the increment of C-peptide in the glucagon stimulation test (r = 0.49, P = 0.021). CONCLUSIONS In type 2 diabetes patients, pancreatic fat was less associated with obesity-related indicators than liver fat, but was more strongly associated with the longitudinal decrease in endogenous insulin-secreting capacity.
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Affiliation(s)
- Chisaki Ishibashi
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
| | - Junji Kozawa
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
| | - Yoshiya Hosakawa
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
| | - Sho Yoneda
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
| | - Takekazu Kimura
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
| | - Yukari Fujita
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
- Department of Community MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
| | - Kenji Fukui
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
| | - Hiromi Iwahashi
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
- Department of Diabetes Care MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
| | - Iichiro Shimomura
- Department of Metabolic MedicineGraduate School of MedicineOsaka UniversitySuitaJapan
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Nonalcoholic fatty pancreas disease is related independently to the severity of acute pancreatitis. Eur J Gastroenterol Hepatol 2019; 31:973-978. [PMID: 31233410 DOI: 10.1097/meg.0000000000001477] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND This study aimed to investigate the association between nonalcoholic fatty pancreas disease and the severity of acute pancreatitis (AP). PATIENTS AND METHODS Among the 1662 AP patients admitted between August 2010 and August 2017, 82 eligible patients with moderately severe acute pancreatitis (SAP) and SAP were selected. Meanwhile, 164 mild AP patients were age-matched, sex-matched, and BMI-matched at a ratio of 1 : 2. Nonalcoholic fatty pancreas disease was estimated by mean pancreas attenuation by unenhanced computed tomography. Finally, 1662 patients were screened and 246 patients were analyzed. RESULTS For the 246 patients, the mean pancreatic attenuation and pancreas-to-spleen attenuation ratio (P/S ratio) were significantly lower in the moderately SAP and SAP groups compared with those in the mild AP group (both, P<0.001). Pancreatic attenuation decreased with an increase in the rate of ICU transfer, AP severity, systemic complications, and prognostic factors of AP (Acute Physiology and Chronic Health Evaluation II score≥8; P<0.001). A decreased P/S ratio was correlated positively with the increased mortality of patients with AP (hazard ratio: 0.000; 95% confidence interval: 0.000-0.012; P<0.001), as determined by Cox proportional regression analysis adjusted for creatinine, calcium, and albumin levels. CONCLUSION The pancreatic attenuation level and P/S ratio are correlated independently to severity, mortality, and systemic complications in patients with AP.
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Pancreatic Fat Content Detected by Computed Tomography and Its Significant Relationship With Intraductal Papillary Mucinous Neoplasm. Pancreas 2018; 47:1087-1092. [PMID: 30028443 DOI: 10.1097/mpa.0000000000001103] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVES Intraductal papillary mucinous neoplasms (IPMNs) are premalignant lesions of pancreatic ductal adenocarcinomas (PDACs). Fat accumulation in the pancreas is increasingly recognized as a cause of PDAC. We aimed to identify factors that are relevant between IPMN and metabolic-related factors, including pancreatic fat. METHODS The database for 781 subjects who underwent a health checkup and upper abdominal magnetic resonance imaging was searched and computed tomography attenuation indexes (pancreatic and spleen attenuation, pancreas-to-spleen attenuation ratio) were decided by measuring the regions of interest in the pancreas and spleen on nonenhanced images, using Hounsfield units. Eighty-five subjects from each of the IPMN and noncyst groups were matched for age, sex, and glycemic status and statistically compared in clinical characteristics. RESULTS There was no difference in metabolic-related factors except for apolipoprotein A1 and high-density lipoprotein cholesterol between the 2 groups in univariate analysis. Multivariate logistic regression analysis showed that both indexes were significantly associated with IPMN (odds ratio, 0.905 [95% confidence intervals, 0.851-0.963; P = 0.002]; odds ratio, 0.006 [95% confidence intervals, 0.000-0.152; P = 0.002]). CONCLUSIONS Pancreatic fat content measured by computed tomography was significantly associated with IPMN. These results suggest that IPMN may develop secondary to pancreatic steatosis that could be an overlapping risk factor for PDAC and IPMN.
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18
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Jeong JS, Kim MK, Han KD, Hong OK, Baek KH, Song KH, Chung DJ, Lee JM, Kwon HS. The Association between Pancreatic Steatosis and Diabetic Retinopathy in Type 2 Diabetes Mellitus Patients. Diabetes Metab J 2018; 42:425-432. [PMID: 30113148 PMCID: PMC6202568 DOI: 10.4093/dmj.2017.0107] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2017] [Accepted: 04/18/2018] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Whether pancreatic steatosis has a local or systemic effect, like ectopic fat of other major organs, remains unknown. Data on the influence of pancreatic steatosis on microvascular complication are rare. Therefore, we investigated the relationship between pancreatic steatosis and diabetic retinopathy (DR) in patients with type 2 diabetes mellitus (T2DM). METHODS The attenuation of three pancreatic regions (head, body, and tail) and the spleen (S) in 186 patients with T2DM was measured using non-enhanced computed tomography imaging. We used three parameters for the assessment of pancreatic steatosis ('P' mean: mean attenuation of three pancreatic regions; P-S: difference between 'P' mean and 'S'; P/S: the 'P' mean to 'S' ratio). The presence of DR was assessed by an expert ophthalmologist using dilated fundoscopy. RESULTS The average P mean was 29.02 Hounsfield units (HU), P-S was -18.20 HU, and P/S was 0.61. The three pancreatic steatosis parameters were significantly associated with the prevalence of DR in non-obese T2DM patients. In the non-obese group, the odds ratios of P mean, P-S, and P/S for the prevalence of DR, after adjustment for age, sex, and glycosylated hemoglobin level, were 2.449 (P=0.07), 2.639 (P=0.04), and 2.043 (P=0.02), respectively. CONCLUSION In this study, pancreatic steatosis was significantly associated with DR in non-obese patients with T2DM. Further studies are necessary to clarify the causal relationship between pancreatic steatosis and the development of DR.
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Affiliation(s)
- Jee Sun Jeong
- Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Mee Kyung Kim
- Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Kyung Do Han
- Department of Medical Statistics, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Oak Kee Hong
- Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Ki Hyun Baek
- Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Ki Ho Song
- Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Dong Jin Chung
- Department of Radiology, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jung Min Lee
- Department of Internal Medicine, St. Paul's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea.
| | - Hyuk Sang Kwon
- Department of Internal Medicine, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea.
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Komada H, Sakaguchi K, Hirota Y, Sou A, Nakamura T, Kyotani K, Kawamitsu H, Sugimura K, Okuno Y, Ogawa W. Pancreatic fat content assessed by 1 H magnetic resonance spectroscopy is correlated with insulin resistance, but not with insulin secretion, in Japanese individuals with normal glucose tolerance. J Diabetes Investig 2017; 9:505-511. [PMID: 28766895 PMCID: PMC5934259 DOI: 10.1111/jdi.12720] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 07/23/2017] [Accepted: 07/26/2017] [Indexed: 12/18/2022] Open
Abstract
AIMS/INTRODUCTION Whereas some clinical studies have shown that excessive fat accumulation in the pancreas is associated with impairment of insulin secretion, others have not found such an association. 1 H magnetic resonance spectroscopy allows quantitative fat analysis in various tissues including the pancreas. The pathological relevance of pancreatic fat content (PFC) in Japanese individuals remains unclear, however. MATERIALS AND METHODS We analyzed PFC in 30 Japanese individuals with normal glucose tolerance by 1 H magnetic resonance spectroscopy, and then investigated the relationships between PFC and indexes of insulin secretion and insulin sensitivity-resistance determined by an oral glucose tolerance test. We also measured hepatic fat content and intramyocellular lipid content by 1 H magnetic resonance spectroscopy, as well as visceral fat area and subcutaneous fat area by magnetic resonance imaging, and we examined the relationships between these fat content measures and oral glucose tolerance test-derived parameters. RESULTS PFC was correlated with indexes of insulin sensitivity-resistance, but not with those of insulin secretion. Hepatic fat content and visceral fat area were correlated with similar sets of parameters as was PFC, whereas subcutaneous fat area was correlated with parameters of insulin secretion, and intramyocellular lipid content was not correlated with any of the measured parameters. The correlation between PFC and homeostasis model assessment of insulin resistance remained significant after adjustment for age, body mass index and sex. Among fat content measures, PFC was most highly correlated with hepatic fat content and visceral fat area. CONCLUSIONS PFC was correlated with indexes of insulin resistance, but not with those of insulin secretion in non-obese Japanese individuals with normal glucose tolerance.
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Affiliation(s)
- Hisako Komada
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Kazuhiko Sakaguchi
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Yushi Hirota
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Anna Sou
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Tomoaki Nakamura
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | | | | | - Kazuro Sugimura
- Department of RadiologyKobe University Graduate School of MedicineKobeJapan
| | - Yoko Okuno
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
| | - Wataru Ogawa
- Division of Diabetes and EndocrinologyDepartment of Internal MedicineKobe University Graduate School of MedicineKobeJapan
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20
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Garcia TS, Rech TH, Leitão CB. Pancreatic size and fat content in diabetes: A systematic review and meta-analysis of imaging studies. PLoS One 2017; 12:e0180911. [PMID: 28742102 PMCID: PMC5524390 DOI: 10.1371/journal.pone.0180911] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 06/22/2017] [Indexed: 02/06/2023] Open
Abstract
Objectives Imaging studies are expected to produce reliable information regarding the size and fat content of the pancreas. However, the available studies have produced inconclusive results. The aim of this study was to perform a systematic review and meta-analysis of imaging studies assessing pancreas size and fat content in patients with type 1 diabetes (T1DM) and type 2 diabetes (T2DM). Methods Medline and Embase databases were performed. Studies evaluating pancreatic size (diameter, area or volume) and/or fat content by ultrasound, computed tomography, or magnetic resonance imaging in patients with T1DM and/or T2DM as compared to healthy controls were selected. Seventeen studies including 3,403 subjects (284 T1DM patients, 1,139 T2DM patients, and 1,980 control subjects) were selected for meta-analyses. Pancreas diameter, area, volume, density, and fat percentage were evaluated. Results Pancreatic volume was reduced in T1DM and T2DM vs. controls (T1DM vs. controls: -38.72 cm3, 95%CI: -52.25 to -25.19, I2 = 70.2%, p for heterogeneity = 0.018; and T2DM vs. controls: -12.18 cm3, 95%CI: -19.1 to -5.25, I2 = 79.3%, p for heterogeneity = 0.001). Fat content was higher in T2DM vs. controls (+2.73%, 95%CI 0.55 to 4.91, I2 = 82.0%, p for heterogeneity<0.001). Conclusions Individuals with T1DM and T2DM have reduced pancreas size in comparison with control subjects. Patients with T2DM have increased pancreatic fat content.
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Affiliation(s)
- Tiago Severo Garcia
- Post-graduate Program in Medical Sciences: Endocrinology, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
- * E-mail:
| | - Tatiana Helena Rech
- Intensive Care Unit, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
| | - Cristiane Bauermann Leitão
- Post-graduate Program in Medical Sciences: Endocrinology, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, RS, Brazil
- Endocrine Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
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Cochran BJ, Hou L, Manavalan APC, Moore BM, Tabet F, Sultana A, Cuesta Torres L, Tang S, Shrestha S, Senanayake P, Patel M, Ryder WJ, Bongers A, Maraninchi M, Wasinger VC, Westerterp M, Tall AR, Barter PJ, Rye KA. Impact of Perturbed Pancreatic β-Cell Cholesterol Homeostasis on Adipose Tissue and Skeletal Muscle Metabolism. Diabetes 2016; 65:3610-3620. [PMID: 27702832 PMCID: PMC5132410 DOI: 10.2337/db16-0668] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2016] [Accepted: 09/23/2016] [Indexed: 12/30/2022]
Abstract
Elevated pancreatic β-cell cholesterol levels impair insulin secretion and reduce plasma insulin levels. This study establishes that low plasma insulin levels have a detrimental effect on two major insulin target tissues: adipose tissue and skeletal muscle. Mice with increased β-cell cholesterol levels were generated by conditional deletion of the ATP-binding cassette transporters, ABCA1 and ABCG1, in β-cells (β-DKO mice). Insulin secretion was impaired in these mice under basal and high-glucose conditions, and glucose disposal was shifted from skeletal muscle to adipose tissue. The β-DKO mice also had increased body fat and adipose tissue macrophage content, elevated plasma interleukin-6 and MCP-1 levels, and decreased skeletal muscle mass. They were not, however, insulin resistant. The adipose tissue expansion and reduced skeletal muscle mass, but not the systemic inflammation or increased adipose tissue macrophage content, were reversed when plasma insulin levels were normalized by insulin supplementation. These studies identify a mechanism by which perturbation of β-cell cholesterol homeostasis and impaired insulin secretion increase adiposity, reduce skeletal muscle mass, and cause systemic inflammation. They further identify β-cell dysfunction as a potential therapeutic target in people at increased risk of developing type 2 diabetes.
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Affiliation(s)
- Blake J Cochran
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Liming Hou
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Anil Paul Chirackal Manavalan
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Benjamin M Moore
- Division of Medicine, Royal Prince Alfred Hospital, Sydney, Australia
| | - Fatiha Tabet
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Afroza Sultana
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Luisa Cuesta Torres
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Shudi Tang
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Sudichhya Shrestha
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Praween Senanayake
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Mili Patel
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - William J Ryder
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
| | - Andre Bongers
- Biological Resource Imaging Laboratory, Mark Wainwright Analytical Centre, University of New South Wales Australia, Sydney, Australia
| | - Marie Maraninchi
- Aix-Marseille Université, UMR_S1062, UMR_A1260, Nutrition, Obésité et Risque Thrombotique, Marseille, France
| | - Valerie C Wasinger
- Bioanalytical Mass Spectrometry Facility, Mark Wainwright Analytical Centre, University of New South Wales Australia, Sydney, Australia
| | - Marit Westerterp
- Division of Molecular Medicine, Department of Medicine, Columbia University, New York, NY
| | - Alan R Tall
- Division of Molecular Medicine, Department of Medicine, Columbia University, New York, NY
| | - Philip J Barter
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
- Faculty of Medicine, University of Sydney, Sydney, Australia
| | - Kerry-Anne Rye
- Lipid Research Group, School of Medical Sciences, Faculty of Medicine, University of New South Wales Australia, Sydney, Australia
- Faculty of Medicine, University of Sydney, Sydney, Australia
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Yamazaki H, Tsuboya T, Katanuma A, Kodama Y, Tauchi S, Dohke M, Maguchi H. Lack of Independent Association Between Fatty Pancreas and Incidence of Type 2 Diabetes: 5-Year Japanese Cohort Study. Diabetes Care 2016; 39:1677-83. [PMID: 27422578 DOI: 10.2337/dc16-0074] [Citation(s) in RCA: 56] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Accepted: 06/25/2016] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Previous cross-sectional studies have shown that attenuation in the pancreas seen on unenhanced computed tomography (CT) scans was inversely correlated with histologic pancreatic fat, and that fatty pancreas was associated with type 2 diabetes mellitus (T2DM). However, no longitudinal study has evaluated whether fatty pancreas increases the incidence of T2DM. We conducted a cohort study to investigate the association between fatty pancreas and the incidence of T2DM. RESEARCH DESIGN AND METHODS A total of 813 participants without diabetes underwent health checks by unenhanced CT scanning in 2008 and 2009, and were observed for a median follow-up period of 5.06 (interquartile range 3.01-5.92) years. Attenuation in three regions of the pancreas seen on an unenhanced CT scan was measured, and the mean pancreatic attenuation was calculated to evaluate fatty pancreas at baseline; the more severe the fatty pancreas, the lower the mean pancreatic attenuation. The incident T2DM hazard ratios (HRs) for the association between fatty pancreas and T2DM incidence were estimated by Cox proportional hazards models adjusted for age, sex, BMI, liver attenuation seen on unenhanced CT scan, and alcohol intake of ≥20 g/day. RESULTS T2DM occurred in 62 participants (7.6%) during the follow-up period. The higher pancreas attenuation (i.e., less pancreatic fat) at baseline was associated with decreased T2DM incidence in a univariate analysis (crude HR 0.97 [95% CI 0.96-0.99]); and fatty pancreas (lower pancreas attenuation) was positively associated with increased T2DM incidence. However, the association was substantially explained by the confounders (multivariate HR 1.00 [95% CI 0.98-1.02]). CONCLUSIONS Fatty pancreas was not independently associated with future T2DM.
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Affiliation(s)
- Hajime Yamazaki
- Center for Gastroenterology, Teine Keijinkai Hospital, Sapporo, Japan
| | - Toru Tsuboya
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA Department of International and Community Oral Health, Tohoku University Graduate School of Dentistry, Sendai, Japan
| | - Akio Katanuma
- Center for Gastroenterology, Teine Keijinkai Hospital, Sapporo, Japan
| | - Yoshihisa Kodama
- Department of Radiology, Teine Keijinkai Hospital, Sapporo, Japan
| | - Shinichi Tauchi
- Department of Radiology, Keijinkai Maruyama Clinic, Sapporo, Japan
| | - Mitsuru Dohke
- Department of Health Checkup and Promotion, Keijinkai Maruyama Clinic, Sapporo, Japan
| | - Hiroyuki Maguchi
- Center for Gastroenterology, Teine Keijinkai Hospital, Sapporo, Japan
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Saisho Y. Pancreas Volume and Fat Deposition in Diabetes and Normal Physiology: Consideration of the Interplay Between Endocrine and Exocrine Pancreas. Rev Diabet Stud 2016; 13:132-147. [PMID: 28012279 DOI: 10.1900/rds.2016.13.132] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
The pancreas is comprised of exocrine and endocrine components. Despite the fact that they are derived from a common origin in utero, these two compartments are often studied individually because of the different roles and functions of the exocrine and endocrine pancreas. Recent studies have shown that not only type 1 diabetes (T1D), but also type 2 diabetes (T2D), is characterized by a deficit in beta-cell mass, suggesting that pathological changes in the pancreas are critical events in the natural history of diabetes. In both patients with T1D and those with T2D, pancreas mass and exocrine function have been reported to be reduced. On the other hand, pancreas volume and pancreatic fat increase with obesity. Increased beta-cell mass with increasing obesity has also been observed in humans, and ectopic fat deposits in the pancreas have been reported to cause beta-cell dysfunction. Moreover, neogenesis and transdifferentiation from the exocrine to the endocrine compartment in the postnatal period are regarded as a source of newly formed beta-cells. These findings suggest that there is important interplay between the endocrine and exocrine pancreas throughout life. This review summarizes the current knowledge on physiological and pathological changes in the exocrine and endocrine pancreas (i.e., beta-cell mass), and discusses the potential mechanisms of the interplay between the two compartments in humans to understand the pathophysiology of diabetes better.
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Affiliation(s)
- Yoshifumi Saisho
- Department of Internal Medicine, Keio University School of Medicine, 35 Shinanomachi, Shinjuku-ku, Tokyo 160-8582, Japan
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24
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Mi B, Xu Y, Pan D, Wang L, Yang R, Yu C, Wan W, Wu Y, Yang M. Non-invasive glucagon-like peptide-1 receptor imaging in pancreas with 18F-Al labeled Cys39-exendin-4. Biochem Biophys Res Commun 2016; 471:47-51. [DOI: 10.1016/j.bbrc.2016.01.184] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Accepted: 01/31/2016] [Indexed: 12/16/2022]
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Aoyama-Sasabe S, Fukushima M, Xin X, Taniguchi A, Nakai Y, Mitsui R, Takahashi Y, Tsuji H, Yabe D, Yasuda K, Kurose T, Inagaki N, Seino Y. Insulin Secretory Defect and Insulin Resistance in Isolated Impaired Fasting Glucose and Isolated Impaired Glucose Tolerance. J Diabetes Res 2016; 2016:1298601. [PMID: 26788515 PMCID: PMC4693016 DOI: 10.1155/2016/1298601] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2015] [Accepted: 08/18/2015] [Indexed: 01/27/2023] Open
Abstract
OBJECTIVE To investigate the characteristics of isolated impaired glucose tolerance (IGT) and isolated impaired fasting glucose (IFG), we analyzed the factors responsible for elevation of 2-hour postchallenge plasma glucose (2 h PG) and fasting plasma glucose (FPG) levels. METHODS We investigated the relationship between 2 h PG and FPG levels who underwent 75 g OGTT in 5620 Japanese subjects at initial examination for medical check-up. We compared clinical characteristics between isolated IGT and isolated IFG and analyzed the relationships of 2 h PG and FPG with clinical characteristics, the indices of insulin secretory capacity, and insulin sensitivity. RESULTS In a comparison between isolated IGT and isolated IFG, insulinogenic index was lower in isolated IGT than that of isolated IFG (0.43 ± 0.34 versus 0.50 ± 0.47, resp.; p < 0.01). ISI composite was lower in isolated IFG than that of isolated IGT (6.87 ± 3.38 versus 7.98 ± 4.03, resp.; p < 0.0001). In isolated IGT group, insulinogenic index showed a significant correlation with 2 h PG (r = -0.245, p < 0.0001) and had the strongest correlation with 2 h PG (β = -0.290). In isolated IFG group, ISI composite showed a significant correlation with FPG (r = -0.162, p < 0.0001) and had the strongest correlation with FPG (β = -0.214). CONCLUSIONS We have elucidated that decreased early-phase insulin secretion is the most important factor responsible for elevation of 2 h PG levels in isolated IGT subjects, and decreased insulin sensitivity is the most important factor responsible for elevation of FPG levels in isolated IFG subjects.
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Affiliation(s)
- Sae Aoyama-Sasabe
- Division of Clinical Nutrition and Internal Medicine, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Mitsuo Fukushima
- Division of Clinical Nutrition and Internal Medicine, Okayama Prefectural University, Okayama 719-1197, Japan
- Preemptive Medicine and Lifestyle-Related Disease Research Center, Kyoto University Hospital, Kyoto 606-8507, Japan
- *Mitsuo Fukushima:
| | - Xin Xin
- Faculty of Computer Science and Systems Engineering, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Ataru Taniguchi
- Division of Diabetes and Endocrinology, Kyoto Preventive Medical Center, Kyoto 604-8491, Japan
| | | | - Rie Mitsui
- Center for Preventive Medicine, St. Luke's International Hospital, Tokyo 104-6591, Japan
| | - Yoshitaka Takahashi
- Faculty of Health and Welfare Science, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Hideaki Tsuji
- Faculty of Health and Welfare Science, Okayama Prefectural University, Okayama 719-1197, Japan
| | - Daisuke Yabe
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka 553-0003, Japan
- Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe 650-0047, Japan
| | - Koichiro Yasuda
- Department of Diabetes and Endocrinology, Saiseikai Noe Hospital, Osaka 536-0001, Japan
| | - Takeshi Kurose
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka 553-0003, Japan
- Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe 650-0047, Japan
| | - Nobuya Inagaki
- Department of Diabetes and Clinical Nutrition, Graduate School of Medicine, Kyoto University, Kyoto 606-8507, Japan
| | - Yutaka Seino
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka 553-0003, Japan
- Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe 650-0047, Japan
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Kim MK, Chun HJ, Park JH, Yeo DM, Baek KH, Song KH, Chung DJ, Kwon HS. The association between ectopic fat in the pancreas and subclinical atherosclerosis in type 2 diabetes. Diabetes Res Clin Pract 2014; 106:590-6. [PMID: 25444353 DOI: 10.1016/j.diabres.2014.09.005] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Revised: 09/08/2014] [Accepted: 09/17/2014] [Indexed: 12/16/2022]
Abstract
AIMS Evidence that pancreatic fat accumulation has a role in obesity, metabolic syndrome and type 2 diabetes mellitus (DM) is emerging. However, data on the influence of pancreatic steatosis on subclinical atherosclerosis are lacking. METHODS We examined 198 patients with type 2 DM. Pancreatic computed tomography (CT) attenuations were assessed using CT imaging. Obesity was defined as BMI ≥ 25 kg/m(2) according to the Asian-specific BMI cut-offs. We defined pancreatic steatosis as pancreatic attenuations below median levels. RESULTS The pancreatic attenuations was significantly correlated with age (r=-0.302, p<0.001), visceral fat area (r=-0.194, p=0.006) and vascular stiffness (r=-0.242, p=0.001). In the non-obese group (BMI<25 kg/m(2)), pancreatic steatosis was associated with a higher prevalence of carotid artery plaque and vascular stiffness. In the non-obese group, patients with pancreatic steatosis, compared with those without, had an odds ratio (OR) of 3.1 (95% CI 1.2-8.1) for carotid atherosclerosis, after adjusting for age, gender and BMI. However, significant associations between pancreatic steatosis and atherosclerosis were not found in the obese group. CONCLUSION Ectopic fat in the pancreas is strongly associated with carotid atherosclerosis in non-obese subjects with type 2 DM. This finding highlights the importance of pancreatic fat deposits related to a higher risk of cardiovascular disease, especially in non-obese subjects.
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Affiliation(s)
- Mee Kyoung Kim
- Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Hyun Ji Chun
- Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jin Hee Park
- Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Dong Myung Yeo
- Department of Radiology, The Catholic University of Korea, Seoul, Republic of Korea
| | - Ki-Hyun Baek
- Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Ki-Ho Song
- Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Dong Jin Chung
- Department of Radiology, The Catholic University of Korea, Seoul, Republic of Korea.
| | - Hyuk-Sang Kwon
- Department of Internal Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
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Aoyama-Sasabe S, Xin X, Taniguchi A, Nakai Y, Mitsui R, Tsuji H, Yabe D, Yasuda K, Kurose T, Inagaki N, Seino Y, Fukushima M. Relationship and factors responsible for regulating fasting and post-challenge plasma glucose levels in the early stage development of type 2 diabetes mellitus. J Diabetes Investig 2014; 5:663-70. [PMID: 25422766 PMCID: PMC4234229 DOI: 10.1111/jdi.12239] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Revised: 12/11/2013] [Accepted: 01/05/2014] [Indexed: 01/10/2023] Open
Abstract
AIMS/INTRODUCTION Elevation of 2-h plasma glucose (2-h PG) levels keeps step with fasting plasma glucose (FPG) levels elevation, but some individuals show dominant elevation of 2-h PG and others FPG. We analyzed dependent and independent relationships between 2-h PG and FPG, and investigated the factors regulating 2-h PG and FPG. MATERIALS AND METHODS In 1,657 Japanese participants who underwent a 75-g oral glucose tolerance test at the initial examination for a medical check-up, we carried out simple linear regression analysis between 2-h PG and FPG levels on the three patterns of independent variables. We divided the participants into two subgroups: the 2-h PG-side group and the FPG-side from the regression line, and examined the relationships between 2-h PG-FPG and factors responsible for elevation of plasma glucose levels. RESULTS There was a significant positive correlation between 2-h PG and FPG levels. The regression line of both 2-h PG and FPG as independent variables was in accordance with the regression line of 2-h PG as an independent variable and FPG as a dependent variable. In 2-h PG-side group, age was the independent factor affecting 2-h PG in addition to insulinogenic index and insulin sensitivity index (ISI composite). In the FPG-side group, triglyceride was the independent factor affecting FPG in addition to insulinogenic index and ISI composite. CONCLUSIONS Two-hour PG was an independent predictor of FPG. In addition to the importance of decreased insulin secretion and insulin sensitivity, age was the strong factor to elevate 2-h PG levels in the 2-h PG-side group and triglyceride was the strong factor to elevate FPG levels in the FPG-side group in the early stage of development of type 2 diabetes.
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Affiliation(s)
- Sae Aoyama-Sasabe
- Division of Clinical Nutrition and Internal Medicine, Department of Nutritional Science, Faculty of Health and Welfare Science, Okayama Prefectural University Okayama, Japan
| | - Xin Xin
- Department of Systems Engineering, Faculty of Computer Science and Systems Engineering, Okayama Prefectural University Okayama, Japan
| | - Ataru Taniguchi
- Division of Diabetes and Endocrinology, Kyoto Preventive Medical Center Kyoto, Japan
| | | | - Rie Mitsui
- Center for Preventive Medicine, St. Luke's International Hospital Tokyo, Japan
| | - Hideaki Tsuji
- Department of Nutritional Science, Faculty of Health and Welfare Science, Okayama Prefectural University Okayama, Japan
| | - Daisuke Yabe
- Division of Diabetes, Clinical Nutrition and Endocrinology, Kansai Electric Power Hospital Osaka, Japan
| | - Koichiro Yasuda
- Department of Diabetes and Endocrinology, Saiseikai Noe Hospital Osaka, Japan
| | - Takeshi Kurose
- Division of Diabetes, Clinical Nutrition and Endocrinology, Kansai Electric Power Hospital Osaka, Japan
| | - Nobuya Inagaki
- Department of Diabetes and Clinical Nutrition, Graduate School of Medicine, Kyoto University Kyoto, Japan
| | - Yutaka Seino
- Division of Diabetes, Clinical Nutrition and Endocrinology, Kansai Electric Power Hospital Osaka, Japan
| | - Mitsuo Fukushima
- Division of Clinical Nutrition and Internal Medicine, Department of Nutritional Science, Faculty of Health and Welfare Science, Okayama Prefectural University Okayama, Japan
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