Abstract：
AIMS:To develop and validate prediction equations to identify individuals at high risk for type 2 diabetes using existing health plan data. METHODS:Health plan data from 2005 to 2009 from 18,527 members of a Midwestern HMO without diabetes, 6% of whom had fasting plasma glucose (FPG) ≥110mg/dL, and health plan data from 2005 to 2006 from 368,025 members of a West Coast-integrated delivery system without diabetes, 13% of whom had FPG ≥110mg/dL were analyzed. Within each health plan, we used multiple logistic regression to develop equations to predict FPG ≥110mg/dL for half of the population and validated the equations using the other half. We then externally validated the equations in the other health plan. RESULTS:Areas under the curve for the most parsimonious equations were 0.665 to 0.729 when validated internally. Positive predictive values were 14% to 32% when validated internally and 14% to 29% when validated externally. CONCLUSION:Multivariate logistic regression equations can be applied to existing health plan data to efficiently identify persons at higher risk for dysglycemia who might benefit from definitive diagnostic testing and interventions to prevent or treat diabetes.
journal_name
J Diabetes Complicationsjournal_title
Journal of diabetes and its complicationsauthors
McEwen LN,Adams SR,Schmittdiel JA,Ferrara A,Selby JV,Herman WHdoi
10.1016/j.jdiacomp.2013.01.003subject
Has Abstractpub_date
2013-11-01 00:00:00pages
580-7issue
6eissn
1056-8727issn
1873-460Xpii
S1056-8727(13)00004-4journal_volume
27pub_type
杂志文章abstract：BACKGROUND:Exercise is recommended as a cornerstone of treatment for type 2 diabetes mellitus (T2DM), however, it is often poorly adopted by patients. Even in the absence of apparent cardiovascular disease, persons with T2DM have an impaired ability to carry out maximal and submaximal exercise and these impairments are...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章,随机对照试验
doi：10.1016/j.jdiacomp.2016.10.003
更新日期：2017-02-01 00:00:00
abstract：:The purpose of this article is to provide reasons to start looking more critically at the existing glucose-lowering therapies in diabetes, from the point of their effect on cardiac metabolism. The presented arguments begin with the description of major differences between metabolism in myocardium and the skeletal musc...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2009.07.002
更新日期：2011-01-01 00:00:00
abstract：AIMS:To investigate the impact of time in range (TIR) on mood in adults with type 1 diabetes (T1D). METHODS:We followed a cohort of 219 T1D adults, all currently employing a real-time continuous glucose monitoring system (RT-CGM), to investigate how daily changes in CGM metrics were associated with nightly reports of ...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2020.107746
更新日期：2020-12-01 00:00:00
abstract：AIM:To analyse the OGTT glycemic parameters - fasting, 1h and 2h plasma glucose values singly and in various combinations; with respect to their prediction of future dysglycemia in subjects with normal glucose tolerance (NGT). METHODS:Electronic medical records of individuals who underwent an OGTT between 1991 and 201...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2017.07.017
更新日期：2017-11-01 00:00:00
abstract：AIMS:To analyze the seasonal variations in A1c levels among a southern European diabetic population. METHODS:We examined all monthly-grouped A1c determinations from diabetic patients during the period 2006-2011, in a region of southern Spain. RESULTS:There were 61,329 records available. The mean A1c value was 56mmol/...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2013.04.013
更新日期：2013-11-01 00:00:00
abstract：AIMS:To estimate the cost of diabetes complications in the United States (U.S.). METHODS:We constructed longitudinal panel data using one of the largest claims databases in the U.S. for privately insured Type 1 (T1DM) and type 2 (T2DM) diabetes patients with a follow-up time of one to ten years. Complication costs wer...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2020.107735
更新日期：2020-12-01 00:00:00
abstract：INTRODUCTION:Patients with diabetes and diabetic peripheral neuropathy (DPN) place their feet with less accuracy whilst walking, which may contribute to the increased falls-risk. This study examines the effects of a multi-faceted intervention on stepping accuracy, in patients with diabetes and DPN. METHODS:Forty parti...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2019.07.001
更新日期：2019-10-01 00:00:00
abstract：:The relationships between hypoglycemia, frailty and dementia appear to be reciprocal and can lead to a vicious circle. Frailty appears to be a crucial factor increasing the risk for both hypoglycemia and dementia, initiating the reciprocal relationships. Weight loss is likely to be the underlying risk factor for frail...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章,评审
doi：10.1016/j.jdiacomp.2016.07.027
更新日期：2016-01-01 00:00:00
abstract：STATEMENT OF THE PROBLEM:Medial arterial calcinosis (MAC) is associated with neuropathy, amputation, and mortality through an unknown mechanism. We hypothesized that MAC was a marker of autonomic neuropathy rather than a risk factor and that the outcomes were due to autonomic neuropathy. METHODS:All subjects in an ong...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章,多中心研究
doi：10.1016/s1056-8727(01)00178-7
更新日期：2002-03-01 00:00:00
abstract：AIM:To evaluate the use of the FINDRISC score in an overweight and obese population to predict glucose status. METHODS:In 651 overweight/obese subjects (M/F: 193/458, age 43±13 y, BMI 38.2±6.1kg/m(2)) glucose status was tested using OGTT and HbA1c. Furthermore, the FINDRISC questionnaire and CT visceral fat (VAT) and ...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2016.05.004
更新日期：2016-08-01 00:00:00
abstract：AIMS:We hypothesized that Hispanic/Latino youth at high risk for diabetes would have elevated biomarkers of endothelial dysfunction. METHODS:Among 1316 children 8-16years old from the Study of Latino Youth (SOL Youth), we used Poisson regression to obtain prevalence ratios (PRs) and 95% CIs for the cross-sectional ass...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章,多中心研究
doi：10.1016/j.jdiacomp.2017.01.019
更新日期：2017-05-01 00:00:00
abstract：BACKGROUND:Vascular complications are the leading cause of morbidity and mortality among patients with type 1 and type 2 diabetes mellitus. These vascular abnormalities result of a chronic hyperglycemic state, which leads to an increase in oxidative stress and inflammatory responses. AIM:This review addresses the rela...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章,评审
doi：10.1016/j.jdiacomp.2015.12.018
更新日期：2016-05-01 00:00:00
abstract：OBJECTIVE:To characterize acute (postprandial) and chronic (after a 6-month period of weight loss) effects of a low-carbohydrate vs. a low-fat diet on subclinical markers of cardiovascular disease (CVD) in adults with type 2 diabetes. DESIGN:At baseline and 6 months, measures of C-reactive protein (CRP), interleukin-6...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章,随机对照试验
doi：10.1016/j.jdiacomp.2011.08.001
更新日期：2011-11-01 00:00:00
abstract：BACKGROUND:In diabetes, foot ulceration may result from increased skin fragility. Retinoids can reverse some diabetes-induced deficits of skin structure and function, but their clinical utility is limited by skin irritation. The effects of diabetes and MDI 301, a nonirritating synthetic retinoid, and retinoic acid have...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2011.10.002
更新日期：2011-11-01 00:00:00
abstract：BACKGROUND:Current approaches to the management of type 2 diabetes focus on the early initiation of novel pharmacologic therapies and bariatric surgery. OBJECTIVE:The purpose of this study was to revisit the use of intensive, outpatient, behavioral weight management programs for the management of type 2 diabetes. DES...
journal_title：Journal of diabetes and its complications
pub_type： 临床试验,杂志文章
doi：10.1016/j.jdiacomp.2014.03.014
更新日期：2014-07-01 00:00:00
abstract：BACKGROUND:In this study we evaluated the association of baseline levels of six different candidate proteins for the development of microalbuminuria and macroalbuminuria in type 1 diabetic patients, who were followed for approximately 30 years. Two of the proteins are markers of inflammation: serum amyloid A (SAA) and ...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2012.06.016
更新日期：2013-01-01 00:00:00
abstract：OBJECTIVE:This study aimed to determine the prevalence of type 2 diabetes mellitus (DM) and impaired fasting glycemia (IFG), identify their associated factors, determine how the prevalence of type 2 DM has changed over 10 years, and assess the awareness and state of control of diabetes in Jordan. METHODS:Data were ana...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2007.01.004
更新日期：2008-09-01 00:00:00
abstract：AIMS:To investigate the relationship of unawareness of hypoglycemia with spectral analysis of heart rate variability (HRV) and clinical variables in type 1 diabetes (T1D) individuals. METHODS:Participants with type 1 diabetes mellitus (type 1 diabetes) were prospectively assessed for hypoglycemia awareness using the P...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2020.107617
更新日期：2020-08-01 00:00:00
abstract：:The long-term effects of angiotensin-converting enzyme inhibitors (captopril and enalapril), calcium-entry blockers (diltiazem and nicardipine), and good glycemic control on plasma lipids and lipoproteins were studied in streptozotocin diabetic rats. Diabetic rats had increased plasma cholesterol, tryiglycerides, very...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/1056-8727(94)00045-p
更新日期：1995-07-01 00:00:00
abstract：AIMS:The aim of this study was to compare the changes in the total daily dose (TDD) of insulin of patients on U-500 insulin; before hospitalization, during hospitalization and six weeks after discharge. METHODS:A retrospective chart review of veterans with type 2 diabetes receiving U-500 insulin in the ambulatory sett...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2017.02.008
更新日期：2017-05-01 00:00:00
abstract：OBJECTIVES:Obesity is known to be an important risk factor for type 2 diabetes and its related comorbid conditions; however, its specific impact on generic health-related quality of life (HRQL) is less clear. The objective of this study was to estimate the association between body mass index (BMI) and HRQL in individua...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2012.05.008
更新日期：2012-09-01 00:00:00
abstract：OBJECTIVE:The aim of this study was to compare the prevalence of diabetes-related comorbidities in Asian Americans to the prevalence in other racial and ethnic groups in the United States using data from the 2001 Behavioral Risk Factor Surveillance System (BRFSS). METHODS:The BRFSS is a population-based telephone surv...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2004.08.003
更新日期：2005-03-01 00:00:00
abstract：OBJECTIVE:The aim of this study is to investigate the relationship between plasma NH2-terminal pro-brain natriuretic peptide (NT-proBNP) levels and diabetic nephropathy in type 2 diabetic patients. METHODS:The records of 983 patients with type 2 diabetes hospitalized in the Endocrinology and Metabolism Department of P...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2016.01.017
更新日期：2016-05-01 00:00:00
abstract：:Tamm-Horsfall protein (THP), a glycoprotein produced in the thick ascending limb (TAL) and the early distal convoluted tubule (DCT), is normally excreted in large amounts in urine. Urinary THP may be a useful marker for renal damage. The goal of this research project was to determine the THP excretion in control and d...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/s1056-8727(99)00046-x
更新日期：1999-07-01 00:00:00
abstract：:Distal symmetric peripheral polyneuropathy (DSPN) is a highly prevalent complication of diabetes. However, underlying pathophysiological mechanisms are multiple and not well understood. The aim of our study was to analyze the oxidative stress levels in circulating mononuclear cells by measuring the glutathione system,...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2015.05.023
更新日期：2015-09-01 00:00:00
abstract：:We compared the levels of microparticles, platelet activation markers, soluble cell adhesion molecules, soluble selectins, and antioxidized low-density lipoprotein (anti-Ox LDL) antibody between patients with hyperlipidemia and control subjects. Binding of anti-glycoprotein (GP) IIb/IIIa and anti-GPIb monoclonal antib...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/s1056-8727(02)00172-1
更新日期：2003-05-01 00:00:00
abstract：BACKGROUND:A quantifiable assessment of socioeconomic status and its bearing on clinical outcome in patients with diabetes is lacking. The social adaptability index (SAI) has previously been validated in the general population and in patients with chronic kidney disease, including those on dialysis and with kidney tran...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2011.12.002
更新日期：2012-01-01 00:00:00
abstract：AIM:Analyze clustering of unhealthy lifestyle behavior and its relationship with nonadherence to clinical preventive care services among Spanish diabetic adults. METHODS:Cross-sectional study including 2156 diabetic adults from the 2006 Spanish National Health Survey. Subjects were asked about their uptake of BP measu...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2010.04.002
更新日期：2011-03-01 00:00:00
abstract：AIM:The aims of this study are to investigate the relative regulation between miR-126 and VEGF/PI3K/AKT signaling pathway in retinal vascular endothelial cells. METHODS:Rhesus macaque choroid-retinal endothelial cell line (RF/6A) cells were cultured in high glucose to imitate the conditions occurring in DR. First, we ...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2016.12.004
更新日期：2017-04-01 00:00:00
abstract：AIM:To investigate the relationship between the diabetes-specific dementia risk score (DSDRS) and concurrent and future cognitive impairment (CI) in type 2 diabetes (T2D). METHODS:DSDRS were calculated for participants with T2D aged ≥60 years from the CARMELINA-cognition substudy (ClinicalTrials.gov Identifier: NCT018...
journal_title：Journal of diabetes and its complications
pub_type： 杂志文章
doi：10.1016/j.jdiacomp.2020.107674
更新日期：2020-10-01 00:00:00
