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1.
J Diabetes Complications ; 34(12): 107731, 2020 12.
Article in English | MEDLINE | ID: mdl-33012601

ABSTRACT

AIMS: We compared 20 previously reported indices of insulin sensitivity derived from samples during an oral glucose tolerance test (OGTT) to determine which was best in predicting incident type 2 diabetes. METHODS: We prospectively followed 418 Japanese Americans without diabetes for 10-11 years. We compared ability to predict incident diabetes of 20 insulin sensitivity indices-9 based on fasting samples, 7 based on 2-h and/or fasting samples, and 4 based on multiple samples (0, 30, 60, 120 min) during an OGTT-by integrated discrimination improvement, category free net reclassification improvement, and area under the receiver operator characteristic curve. RESULTS: There were 95 incident cases of diabetes. The Cederholm and Gutt indices, requiring more than only fasting samples, were the best to predict incident diabetes as judged by integrated discrimination improvement (0.187, 0.184), category free net reclassification improvement (0.962, 1.030), and area under the receiver operator characteristic curve (0.864, 0.863, respectively). Fasting indices were clearly inferior to both the Cederholm and Gutt indices. CONCLUSIONS: Among the 20 indices, the Cederholm and Gutt indices predicted diabetes best but the Gutt index may be preferable because it requires fewer samples during an OGTT.


Subject(s)
Diabetes Mellitus, Type 2 , Insulin Resistance , Asian , Blood Glucose , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Glucose Tolerance Test , Humans
2.
Diabetes Res Clin Pract ; 154: 17-26, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31228493

ABSTRACT

AIMS: We examined the longitudinal association between change in body composition directly measured by computed tomography (CT) and future insulin sensitivity. METHODS: This was a prospective study with 10 years of follow-up with 297 Japanese-American without diabetes. Intra-abdominal fat area (IAFA) and abdominal subcutaneous fat area (SCFA), and thigh SCFA were measured by CT. Insulin sensitivity was calculated by HOMA-IR and the Matsuda index. RESULTS: Baseline and change in IAFA were significantly and independently associated with change in HOMA-IR and Matsuda index during follow-up. In multivariate analysis, IAFA and 10-year change in IAFA (Δ IAFA) was significantly and positively associated with 10-year HOMA-IR (p < 0.001) and significantly and negatively associated with 10-year Matsuda index (p < 0.001). The association with Matsuda index though was non-linear and best modeled as a quadratic function (Δ IAFA +â€¯Δ IAFA2). No significant associations in multivariate analyses were seen between thigh SCFA and insulin sensitivity or abdominal SCFA and HOMA-IR but an increase in abdominal SCFA was associated with diminished insulin sensitivity measured by the Matsuda index. CONCLUSIONS: An increase in visceral adiposity predicts diminished insulin sensitivity over 10 years of follow-up independent of the size of this adipose depot at baseline.


Subject(s)
Adiposity , Asian/statistics & numerical data , Insulin Resistance , Intra-Abdominal Fat/diagnostic imaging , Subcutaneous Fat, Abdominal/diagnostic imaging , Thigh/diagnostic imaging , Tomography, X-Ray Computed/methods , Female , Humans , Longitudinal Studies , Male , Middle Aged , Prospective Studies , Risk Factors
3.
Diabetes Res Clin Pract ; 142: 303-311, 2018 Aug.
Article in English | MEDLINE | ID: mdl-29859271

ABSTRACT

AIMS: To describe the roles of intra-abdominal fat and its change in the remission of impaired glucose tolerance (IGT) to normal glucose tolerance (NGT). METHODS: We followed 157 Japanese Americans with IGT at baseline for 10-11 years without external intervention. We measured intra-abdominal and abdominal subcutaneous fat area (IAFA and ASFA) by computed tomography at baseline and at 5-6 years of follow-up. Change in IAFA and ASFA (ΔIAFA and ΔASFA) were calculated by subtracting baseline fat area from 5-6 year follow-up fat area. Glucose and insulin at fasting and during a 75-g oral glucose tolerance test, insulinogenic index (IGI [Δinsulin/Δglucose (30-0 min)]) and homeostasis model assessment for insulin resistance (HOMA-IR) were measured at baseline. RESULTS: Fourty-four subjects remitted to NGT. Among those with lower IAFA (≤median 91.31 cm2) and the lowest tertile of ΔIAFA, 45% remitted, while with higher IAFA (>91.31 cm2) and the highest tertile of ΔIAFA, only 12.5% remitted. ΔIAFA was significantly associated with remission to NGT (multiple-adjusted odd ratio [1-SD decrease] 1.93, 95% CI 1.10-3.36) independent of IAFA, ASFA, ΔASFA, IGI, HOMA-IR, age, sex, and family history of diabetes. CONCLUSIONS: In the natural history of IGT, change in intra-abdominal fat was associated with remission to NGT.


Subject(s)
Adiposity/drug effects , Blood Glucose/metabolism , Diabetes Mellitus/ethnology , Glucose Intolerance/ethnology , Glucose Tolerance Test/methods , Insulin Resistance/physiology , Adult , Aged , Asian , Female , Humans , Male , Middle Aged , Risk Factors
4.
Arthritis Care Res (Hoboken) ; 68(4): 553-61, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26414410

ABSTRACT

OBJECTIVE: To examine cross-sectionally whether intraabdominal fat area (IAFA), i.e., visceral fat, and liver fat assessed by computed tomography (CT) are independently associated with hyperuricemia. METHODS: Subjects were 801 Japanese men not taking antidiabetic, antihypertensive, or urate-lowering medications, without any history of renal disease, cardiovascular disease, or cancer, and with serum creatinine <1.5 mg/dl. Abdominal, thoracic, and thigh fat areas were measured by CT. Total fat area (TFA) was the sum of these fat areas. Total subcutaneous fat area (TSFA) was TFA minus IAFA. Liver fat was assessed by liver-to-spleen (L/S) ratio measured by CT. Hyperuricemia was defined as serum uric acid level >7.0 mg/dl. Its association with adiposity was tested using logistic regression. RESULTS: The prevalence of hyperuricemia was 19.6% (157 men). Both greater IAFA and lower L/S ratio were independently associated with hyperuricemia in models that simultaneously included IAFA and L/S ratio: multiple-adjusted odds ratios of hyperuricemia for quintiles 3, 4, and 5 of IAFA were 2.16 (95% confidence interval [95% CI] 1.02-4.59), 2.41 (95% CI 1.13-5.16), and 4.00 (95% CI 1.81-8.85), respectively, compared to quintile 1, and the L/S ratios for quintiles 3, 2, and 1 were 2.34 (95% CI 1.16-4.75), 2.15 (95% CI 1.06-4.34), and 2.79 (95% CI 1.35-5.76), respectively, compared to quintile 5. Both IAFA and L/S ratio remained significant even after adjusting for abdominal subcutaneous fat area, TFA, TSFA, body mass index, or waist circumference. Of all fat measurements, IAFA had the strongest association with hyperuricemia by Akaike's information criteria. CONCLUSION: Greater amounts of both visceral fat and liver fat were independently associated with hyperuricemia.


Subject(s)
Adiposity , Hyperuricemia/epidemiology , Intra-Abdominal Fat/physiopathology , Liver/physiopathology , Adult , Aged , Biomarkers/blood , Chi-Square Distribution , Cross-Sectional Studies , Humans , Hyperuricemia/blood , Hyperuricemia/diagnosis , Hyperuricemia/physiopathology , Intra-Abdominal Fat/diagnostic imaging , Japan/epidemiology , Liver/diagnostic imaging , Logistic Models , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Prevalence , Prospective Studies , Risk Factors , Tomography, X-Ray Computed , Uric Acid/blood
5.
Diabetes Care ; 38(5): 814-20, 2015 May.
Article in English | MEDLINE | ID: mdl-25665815

ABSTRACT

OBJECTIVE: Asian Americans manifest type 2 diabetes at low BMI levels but may not undergo diagnostic testing for diabetes if the currently recommended BMI screening cut point of ≥25 kg/m(2) is followed. We aimed to ascertain an appropriate lower BMI cut point among Asian-American adults without a prior diabetes diagnosis. RESEARCH DESIGN AND METHODS: We consolidated data from 1,663 participants, ages ≥45 years, without a prior diabetes diagnosis, from population- and community-based studies, including the Mediators of Atherosclerosis in South Asians Living in America study, the North Kohala Study, the Seattle Japanese American Community Diabetes Study, and the University of California San Diego Filipino Health Study. Clinical measures included a 2-h 75-g oral glucose tolerance test, BMI, and glycosylated hemoglobin (HbA1c). RESULTS: Mean age was 59.7 years, mean BMI was 25.4 kg/m(2), 58% were women, and type 2 diabetes prevalence (American Diabetes Association 2010 criteria) was 16.9%. At BMI ≥25 kg/m(2), sensitivity (63.7%), specificity (52.8%), and Youden index (0.16) values were low; limiting screening to BMI ≥25 kg/m(2) would miss 36% of Asian Americans with type 2 diabetes. For screening purposes, higher sensitivity is desirable to minimize missing cases, especially if the diagnostic test is relatively simple and inexpensive. At BMI ≥23 kg/m(2), sensitivity (84.7%) was high in the total sample and by sex and Asian-American subgroup and would miss only ∼15% of Asian Americans with diabetes. CONCLUSIONS: The BMI cut point for identifying Asian Americans who should be screened for undiagnosed type 2 diabetes should be <25 kg/m(2), and ≥23 kg/m(2) may be the most practical.


Subject(s)
Asian/ethnology , Body Mass Index , Diabetes Mellitus, Type 2/diagnosis , Aged , Aged, 80 and over , Diabetes Mellitus, Type 2/ethnology , Early Diagnosis , Epidemiologic Methods , Female , Glucose Tolerance Test , Glycated Hemoglobin/metabolism , Humans , Male , Middle Aged , Residence Characteristics , United States/epidemiology
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