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1.
Diabetes Care ; 43(2): 418-425, 2020 02.
Article in English | MEDLINE | ID: mdl-31843946

ABSTRACT

OBJECTIVE: The MHC region harbors the strongest loci for latent autoimmune diabetes in adults (LADA); however, the strength of association is likely attenuated compared with that for childhood-onset type 1 diabetes. In this study, we recapitulate independent effects in the MHC class I region in a population with type 1 diabetes and then determine whether such conditioning in LADA yields potential genetic discriminators between the two subtypes within this region. RESEARCH DESIGN AND METHODS: Chromosome 6 was imputed using SNP2HLA, with conditional analysis performed in type 1 diabetes case subjects (n = 1,985) and control subjects (n = 2,219). The same approach was applied to a LADA cohort (n = 1,428) using population-based control subjects (n = 2,850) and in a separate replication cohort (656 type 1 diabetes case, 823 LADA case, and 3,218 control subjects). RESULTS: The strongest associations in the MHC class II region (rs3957146, ß [SE] = 1.44 [0.05]), as well as the independent effect of MHC class I genes, on type 1 diabetes risk, particularly HLA-B*39 (ß [SE] = 1.36 [0.17]), were confirmed. The conditional analysis in LADA versus control subjects showed significant association in the MHC class II region (rs3957146, ß [SE] = 1.14 [0.06]); however, we did not observe significant independent effects of MHC class I alleles in LADA. CONCLUSIONS: In LADA, the independent effects of MHC class I observed in type 1 diabetes were not observed after conditioning on the leading MHC class II associations, suggesting that the MHC class I association may be a genetic discriminator between LADA and childhood-onset type 1 diabetes.


Subject(s)
Diabetes Mellitus, Type 1/genetics , Genes, MHC Class II/genetics , Genes, MHC Class I/genetics , Genetic Testing , Latent Autoimmune Diabetes in Adults/genetics , Adolescent , Adult , Age of Onset , Alleles , Case-Control Studies , Child , Child, Preschool , Chromosomes, Human, Pair 6/genetics , Cohort Studies , Diabetes Mellitus, Type 1/classification , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/epidemiology , Diagnosis, Differential , Female , Genetic Association Studies , Genetic Testing/methods , Humans , Latent Autoimmune Diabetes in Adults/classification , Latent Autoimmune Diabetes in Adults/diagnosis , Male , Polymorphism, Single Nucleotide , Young Adult
2.
Diabetes Care ; 41(11): 2396-2403, 2018 11.
Article in English | MEDLINE | ID: mdl-30254083

ABSTRACT

OBJECTIVE: Latent autoimmune diabetes in adults (LADA) shares clinical features with both type 1 and type 2 diabetes; however, there is ongoing debate regarding the precise definition of LADA. Understanding its genetic basis is one potential strategy to gain insight into appropriate classification of this diabetes subtype. RESEARCH DESIGN AND METHODS: We performed the first genome-wide association study of LADA in case subjects of European ancestry versus population control subjects (n = 2,634 vs. 5,947) and compared against both case subjects with type 1 diabetes (n = 2,454 vs. 968) and type 2 diabetes (n = 2,779 vs. 10,396). RESULTS: The leading genetic signals were principally shared with type 1 diabetes, although we observed positive genetic correlations genome-wide with both type 1 and type 2 diabetes. Additionally, we observed a novel independent signal at the known type 1 diabetes locus harboring PFKFB3, encoding a regulator of glycolysis and insulin signaling in type 2 diabetes and inflammation and autophagy in autoimmune disease, as well as an attenuation of key type 1-associated HLA haplotype frequencies in LADA, suggesting that these are factors that distinguish childhood-onset type 1 diabetes from adult autoimmune diabetes. CONCLUSIONS: Our results support the need for further investigations of the genetic factors that distinguish forms of autoimmune diabetes as well as more precise classification strategies.


Subject(s)
Diabetes Mellitus, Type 1/genetics , Diabetes Mellitus, Type 2/genetics , Genome-Wide Association Study , Immune System Phenomena/genetics , Latent Autoimmune Diabetes in Adults/genetics , Adult , Aged , Case-Control Studies , Diabetes Mellitus, Type 1/immunology , Diabetes Mellitus, Type 1/metabolism , Diabetes Mellitus, Type 2/immunology , Diabetes Mellitus, Type 2/metabolism , Female , Glucose Intolerance/genetics , Glucose Intolerance/immunology , Glucose Intolerance/metabolism , Haplotypes , Humans , Insulin/metabolism , Latent Autoimmune Diabetes in Adults/immunology , Latent Autoimmune Diabetes in Adults/metabolism , Male , Middle Aged , Young Adult
3.
Hosp Pract (1995) ; 44(5): 260-265, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27805455

ABSTRACT

OBJECTIVES: More than one-third of hospitalized patients have hyperglycemia. Despite evidence that improving glycemic control leads to better outcomes, achieving recognized targets remains a challenge. The objective of this study was to evaluate the implementation of a computerized insulin order set and titration algorithm on rates of hypoglycemia and overall inpatient glycemic control. METHODS: A prospective observational study evaluating the impact of a glycemic order set and titration algorithm in an academic medical center in non-critical care medical and surgical inpatients. The initial intervention was hospital-wide implementation of a comprehensive insulin order set. The secondary intervention was initiation of an insulin titration algorithm in two pilot medicine inpatient units. Point of care testing blood glucose reports were analyzed. These reports included rates of hypoglycemia (BG < 70 mg/dL) and hyperglycemia (BG >200 mg/dL in phase 1, BG > 180 mg/dL in phase 2). RESULTS: In the first phase of the study, implementation of the insulin order set was associated with decreased rates of hypoglycemia (1.92% vs 1.61%; p < 0.001) and increased rates of hyperglycemia (24.02% vs 27.27%; p < 0.001) from 2010 to 2011. In the second phase, addition of a titration algorithm was associated with decreased rates of hypoglycemia (2.57% vs 1.82%; p = 0.039) and increased rates of hyperglycemia (31.76% vs 41.33%; p < 0.001) from 2012 to 2013. CONCLUSIONS: A comprehensive computerized insulin order set and titration algorithm significantly decreased rates of hypoglycemia. This significant reduction in hypoglycemia was associated with increased rates of hyperglycemia. Hardwiring the algorithm into the electronic medical record may foster adoption.


Subject(s)
Hyperglycemia/drug therapy , Hypoglycemia/prevention & control , Hypoglycemic Agents/administration & dosage , Inpatients , Insulin/administration & dosage , Academic Medical Centers , Adolescent , Adult , Aged , Aged, 80 and over , Algorithms , Blood Glucose , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Diet , Female , Glycated Hemoglobin , Humans , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Male , Middle Aged , Patient Care Bundles/methods , Patient Education as Topic , Pilot Projects , Prospective Studies , Therapy, Computer-Assisted/methods , Young Adult
4.
JAMA ; 313(1): 45-53, 2015 Jan 06.
Article in English | MEDLINE | ID: mdl-25562265

ABSTRACT

IMPORTANCE: Whether mortality in type 1 diabetes mellitus is affected following intensive glycemic therapy has not been established. OBJECTIVE: To determine whether mortality differed between the original intensive and conventional treatment groups in the long-term follow-up of the Diabetes Control and Complications Trial (DCCT) cohort. DESIGN, SETTING, AND PARTICIPANTS: After the DCCT (1983-1993) ended, participants were followed up in a multisite (27 US and Canadian academic clinical centers) observational study (Epidemiology of Diabetes Control and Complications [EDIC]) until December 31, 2012. Participants were 1441 healthy volunteers with diabetes mellitus who, at baseline, were 13 to 39 years of age with 1 to 15 years of diabetes duration and no or early microvascular complications, and without hypertension, preexisting cardiovascular disease, or other potentially life-threatening disease. INTERVENTIONS AND EXPOSURES: During the clinical trial, participants were randomly assigned to receive intensive therapy (n = 711) aimed at achieving glycemia as close to the nondiabetic range as safely possible, or conventional therapy (n = 730) with the goal of avoiding symptomatic hypoglycemia and hyperglycemia. At the end of the DCCT, after a mean of 6.5 years, intensive therapy was taught and recommended to all participants and diabetes care was returned to personal physicians. MAIN OUTCOMES AND MEASURES: Total and cause-specific mortality was assessed through annual contact with family and friends and through records over 27 years' mean follow-up. RESULTS: Vital status was ascertained for 1429 (99.2%) participants. There were 107 deaths, 64 in the conventional and 43 in the intensive group. The absolute risk difference was -109 per 100,000 patient-years (95% CI, -218 to -1), with lower all-cause mortality risk in the intensive therapy group (hazard ratio [HR] = 0.67 [95% CI, 0.46-0.99]; P = .045). Primary causes of death were cardiovascular disease (24 deaths; 22.4%), cancer (21 deaths; 19.6%), acute diabetes complications (19 deaths; 17.8%), and accidents or suicide (18 deaths; 16.8%). Higher levels of glycated hemoglobin (HbA1c) were associated with all-cause mortality (HR = 1.56 [95% CI, 1.35-1.81 per 10% relative increase in HbA1c]; P < .001), as well as the development of albuminuria (HR = 2.20 [95% CI, 1.46-3.31]; P < .001). CONCLUSIONS AND RELEVANCE: After a mean of 27 years' follow-up of patients with type 1 diabetes, 6.5 years of initial intensive diabetes therapy was associated with a modestly lower all-cause mortality rate when compared with conventional therapy. TRIAL REGISTRATION: clinicaltrials.gov Identifiers: NCT00360815 and NCT00360893.


Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 1/mortality , Hypoglycemic Agents/therapeutic use , Adolescent , Adult , Aged , Blood Glucose , Cardiovascular Diseases/mortality , Cause of Death , Diabetes Mellitus, Type 1/complications , Drug Administration Schedule , Female , Follow-Up Studies , Humans , Hyperglycemia/drug therapy , Hyperglycemia/etiology , Hypoglycemia/drug therapy , Hypoglycemia/etiology , Male , Middle Aged , Neoplasms/mortality , Suicide/statistics & numerical data , Young Adult
5.
Diabetologia ; 57(10): 2030-7, 2014 Oct.
Article in English | MEDLINE | ID: mdl-24985147

ABSTRACT

AIMS/HYPOTHESIS: We aimed to determine the persistence of glycaemic control 1 year after a limited period of intensive glycaemic management of type 2 diabetes. METHODS: 4119 ACCORD Trial participants randomised to target HbA1c <6.0% (42 mmol/mol) for 4.0 ± 1.2 years were systematically transitioned to target HbA1c 7.0-7.9% (53-63 mmol/mol) and followed for an additional 1.1 ± 0.2 years. Characteristics of participants with HbA1c <6.5% (48 mmol/mol) or ≥6.5% at transition were compared. Changes in BMI and glucose-lowering medications were compared between those ending with HbA1c <6.5% vs ≥6.5%. Poisson models were used to assess the independent effect of attaining HbA1c <6.5% before transition on ending with HbA1c <6.5%. RESULTS: Participants with pre-transition HbA1c <6.5% were older with shorter duration diabetes and took less insulin but more non-insulin glucose-lowering agents than those with higher HbA1c. A total of 823 participants achieved a final HbA1c <6.5%, and had greater post-transition reductions in BMI, insulin dose and secretagogue and acarbose use than those with higher HbA1c (p < 0.0001). HbA1c <6.5% at transition predicted final HbA1c <6.5% (crude RR 4.9 [95% CI 4.0, 5.9]; RR 3.9 [95% CI 3.2, 4.8] adjusted for demographics, co-interventions, pre-intervention HbA1c, BMI and glucose-lowering medication, and post-transition change in both BMI and glucose-lowering medication). Progressively lower pre-transition HbA1c levels were associated with a greater likelihood of maintaining a final HbA1c of <6.5%. Follow-up duration was not associated with post-transition rise in HbA1c. CONCLUSIONS/INTERPRETATION: Time-limited intensive glycaemic management using a combination of agents that achieves HbA1c levels below 6.5% in established diabetes is associated with glycaemic control more than 1 year after therapy is relaxed.


Subject(s)
Blood Glucose/drug effects , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Adult , Aged , Diabetes Mellitus, Type 2/metabolism , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemic Agents/therapeutic use , Male , Middle Aged , Treatment Outcome
6.
J Comp Eff Res ; 3(1): 29-39, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24345255

ABSTRACT

AIMS: To provide evidence on the comparative effectiveness of oral diabetes drug combinations. METHODS: We performed a retrospective, observational cohort study of glycosylated hemoglobin change in outpatients newly exposed to dual- or triple-drug oral diabetes treatment. RESULTS: Adjusted response to a second drug added to metformin ranged from 0.85 to 1.21% glycosylated hemoglobin decline. Response to a third drug was smaller (0.53-0.91%). Higher baseline glycosylated hemoglobin was associated with larger response; sulfonylurea effectiveness declined over time; and thiazolidinediones were more effective in obese patients and women. CONCLUSION: Observational data provide results qualitatively consistent with the limited available randomized data on diabetes drug effectiveness, and extend these findings into common clinical scenarios where randomized data are unavailable. Sex and BMI influence the comparative effectiveness of diabetes drug combinations.


Subject(s)
Comparative Effectiveness Research , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/drug therapy , Glycated Hemoglobin/drug effects , Hypoglycemic Agents/therapeutic use , Administration, Oral , Age Factors , Aged , Body Mass Index , Drug Therapy, Combination , Female , Humans , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/adverse effects , Male , Middle Aged , Retrospective Studies , Sex Factors
7.
J Gen Intern Med ; 27(11): 1499-505, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22744725

ABSTRACT

BACKGROUND: Hispanics in the United States represent diverse racial, ethnic, and socioeconomic groups, and manifest heterogeneous cardiovascular risks including diabetes. It is not known if there are residual differences in the control of diabetes among Hispanic groups given uniform access to diabetes care. OBJECTIVE: To evaluate glucose control differences among Mexicans, Puerto Ricans, and Dominicans receiving substantial diabetes care and support in the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial. DESIGN: Secondary analysis of data from a randomized trial comparing two treatment strategies: intensive, targeting glycated hemoglobin below 6.0 %, and standard, targeting glycated hemoglobin between 7.0 % and 7.9 %. PARTICIPANTS: Seven hundred and sixteen Hispanic and 6066 non-Hispanic white participants were recruited from 77 clinical sites across the United States and Canada. There were 243 Mexicans, 199 Puerto Ricans, and 150 Dominicans; and 135 of these Hispanic groups were born in the United States. MAIN MEASURE: Glycated hemoglobin RESULTS: Compared to Puerto Ricans, Mexicans were more likely (HR=1.38, CI:0.90-2.10) and Dominicans as likely (HR=1.01, CI:0.66-1.54) to achieve glycated hemoglobin goal in the intensive arm. Participants born in the United States achieved glycated hemoglobin goal at a higher rate than those born elsewhere (HR=1.57, CI:0.99-2.51 in the intensive arm, HR=1.51, CI:0.95-2.43 in the standard arm). These differences were not statistically significant. In the intensive arm, Puerto Ricans (OR=0.47, CI:0.31-0.71), and Dominicans (OR=0.41, CI:0.26-0.66) were less likely than non-Hispanic whites to achieve glycated hemoglobin goal, whereas the difference between non-Hispanic whites and Mexicans was not statistically significant, (OR=0.66, CI:0.43-1.02). CONCLUSIONS: Hispanic groups, given access to comprehensive diabetes care, differed from each other non-significantly and had a variable divergence from non-Hispanic whites in achieving intensive glycated hemoglobin goal. These differences, if confirmed, could be due to such factors as variable acculturation and functional health literacy levels that were not measured in the ACCORD trial, but should be further explored in future studies.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/drug therapy , Glycated Hemoglobin/analysis , Adult , Aged , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/ethnology , Female , Hispanic or Latino , Humans , Male , Mexican Americans , Middle Aged , Proportional Hazards Models , Puerto Rico/epidemiology , Randomized Controlled Trials as Topic , Risk Factors , United States/epidemiology
8.
Surg Obes Relat Dis ; 8(4): 476-82, 2012.
Article in English | MEDLINE | ID: mdl-22551575

ABSTRACT

Data from observational and nonrandomized comparative studies have shown a dramatic effect of bariatric surgery on type 2 diabetes mellitus (T2DM), including in nonobese patients. However, a relative paucity of level 1 evidence is available to define the exact role of surgery as a treatment modality for T2DM, especially in less obese subjects. Performing randomized clinical trials in this field, however, poses significant and specific challenges for the study design. We have addressed such challenges in a carefully designed randomized controlled trial comparing glycemic control with optimal medical management versus Roux-en-Y gastric bypass in overweight to mildly obese patients with T2DM mellitus (body mass index 26-35 kg/m(2)). The present report describes the rationale and design of the Weill Cornell Medical College study. In addition to glycemic endpoints, however, clinical trials should also investigate the effect of surgery on cardiovascular risk or T2DM-specific morbidity. Addressing these endpoints would entail large, randomized clinical trials with prolonged period of observation and ideally a multicenter study design. Such a multisite trial poses substantial logistical and financial challenges, which would predictably delay rather than accelerate progress of research in this field. A consortium of centers performing independent small and medium size randomized clinical trials may provide a more realistic and feasible approach. In this paper, we present an overview of on-going randomized clinical trials in this field and propose a worldwide consortium of randomized controlled trials (WORLDCoRDS) using the Weill Cornell Medical College protocol. The aim of this consortium is to standardize research in T2DM surgery and timely accumulate homogeneous data that can help assess the effects of GI surgery on cardiovascular risk and T2DM-related mortality and morbidity.


Subject(s)
Bariatric Surgery , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/surgery , Hypoglycemic Agents/therapeutic use , Evidence-Based Medicine , Humans , Randomized Controlled Trials as Topic
9.
Curr Diab Rep ; 11(3): 193-202, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21337131

ABSTRACT

The vascular endothelium is the inner lining of blood vessels serving as autocrine and paracrine organ that regulates vascular wall function. Endothelial dysfunction is recognized as initial step in the atherosclerotic process and is well advanced in diabetes, even before the manifestation of end-organ damage. Strategies capable of assessing changes in vascular endothelium at the preclinical stage hold potential to refine cardiovascular risk. In vitro cell culture is useful in understanding the interaction of endothelial cells with various mediators; however, it is often criticized due to the uncertain relevance of results to humans. Although circulating endothelial cells, endothelial microparticles, and progenitor cells opened the way for ex vivo studies, a recently described method for obtaining primary endothelial cells through endovascular biopsy allows direct characterization of endothelial phenotype in humans. In this article, we appraise the use of endothelial cell-based methodologies to study vascular inflammation in diabetes and atherosclerosis.


Subject(s)
Atherosclerosis/pathology , Diabetes Mellitus/pathology , Endothelial Cells/pathology , Apoptosis/physiology , Cell Adhesion/physiology , Humans , Vascular Diseases/pathology
10.
Endocr Pract ; 17(2): 210-7, 2011.
Article in English | MEDLINE | ID: mdl-20841311

ABSTRACT

OBJECTIVE: To report on the performance of the recently recommended hemoglobin A(1c) (A1C) criterion for diabetes diagnosis in comparison with the standard fasting plasma glucose and 2-hour post-glucose challenge (PG) test criteria across racial and ethnic groups. METHODS: We evaluated local and national survey data from 689 Dominican, 4,862 Hispanic, 4,694 African American, and 6,883 white study subjects. We compared rates of diabetes classification by diagnostic criteria, agreement and disagreement between A1C and PG criteria for diagnosing diabetes, and differences in cardiometabolic risk among the 3 diagnostic groups across racial and ethnic stratifications. RESULTS: The A1C-based diabetes diagnoses were higher among Dominican and African American study subjects (81.6% and 67.0%, respectively), and lower among Hispanic and white subjects (46.0% and 37.9%, respectively). Among those not meeting any PG criterion for diabetes, the A1C criterion identified diabetes in 8.3% of Dominican, 3.5% of African American, 0.9% of Hispanic, and 0.5% of white study subjects. The A1C criterion, however, did not identify diabetes in 64.5% of white, 46.1% of Dominican, 44.0% of African American, and 41.9% of Hispanic subjects who were diagnosed with diabetes by a PG criterion. For single tests, the agreement was greatest between A1C and fasting plasma glucose test criteria among Dominican, Hispanic, and African American study populations-76.9%, 65.6%, and 60.7%, respectively. There was no clear difference in selected cardiometabolic risks between A1C and PG-only diabetes diagnoses across racial and ethnic groups. CONCLUSION: The A1C criterion yields racial- and ethnic-specific differences in diagnosing diabetes and in test agreements with PG-based criteria. Furthermore, diagnostic differences were observed between the Dominican subgroup and the Hispanic study population, of whom 91.5% were Mexican American.


Subject(s)
Diabetes Mellitus/diagnosis , Glycated Hemoglobin/metabolism , Adult , Black or African American , Diabetes Mellitus/ethnology , Diabetes Mellitus/metabolism , Female , Hispanic or Latino , Humans , Male , Middle Aged , White People
11.
Diabetes Care ; 33(5): 983-90, 2010 May.
Article in English | MEDLINE | ID: mdl-20427682

ABSTRACT

OBJECTIVE: Randomized treatment comparing an intensive glycemic treatment strategy with a standard strategy in the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial was ended early because of an unexpected excess of mortality in the intensive arm. As part of ongoing post hoc analyses of potential mechanisms for this finding, we explored whether on-treatment A1C itself had an independent relationship with mortality. RESEARCH DESIGN AND METHODS: Participants with type 2 diabetes (n = 10,251 with mean age 62 years, median duration of diabetes 10 years, and median A1C 8.1%) were randomly assigned to treatment strategies targeting either A1C <6.0% (intensive) or A1C 7.0-7.9% (standard). Data obtained during 3.4 (median) years of follow-up before cessation of intensive treatment were analyzed using several multivariable models. RESULTS: Various characteristics of the participants and the study sites at baseline had significant associations with the risk of mortality. Before and after adjustment for these covariates, a higher average on-treatment A1C was a stronger predictor of mortality than the A1C for the last interval of follow-up or the decrease of A1C in the first year. Higher average A1C was associated with greater risk of death. The risk of death with the intensive strategy increased approximately linearly from 6-9% A1C and appeared to be greater with the intensive than with the standard strategy only when average A1C was >7%. CONCLUSIONS: These analyses implicate factors associated with persisting higher A1C levels, rather than low A1C per se, as likely contributors to the increased mortality risk associated with the intensive glycemic treatment strategy in ACCORD.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/mortality , Glycated Hemoglobin/metabolism , Hypoglycemic Agents/therapeutic use , Aged , Cause of Death , Female , Follow-Up Studies , Humans , Hyperglycemia/drug therapy , Hyperglycemia/mortality , Male , Middle Aged , Multivariate Analysis , Risk Factors
12.
Ann Intern Med ; 151(11): 775-83, 2009 Dec 01.
Article in English | MEDLINE | ID: mdl-19949143

ABSTRACT

BACKGROUND: National guidelines disagree on who should be screened for undiagnosed diabetes. No existing diabetes risk score is highly generalizable or widely followed. OBJECTIVE: To develop a new diabetes screening score and compare it with other available screening instruments (Centers for Disease Control and Prevention, American Diabetes Association, and U.S. Preventive Services Task Force guidelines; 2 American Diabetes Association risk questionnaires; and the Rotterdam model). DESIGN: Cross-sectional data. SETTING: NHANES (National Health and Nutrition Examination Survey) 1999 to 2004 for model development and 2005 to 2006, plus a combined cohort of 2 community studies, ARIC (Atherosclerosis Risk in Communities) Study and CHS (Cardiovascular Health Study), for validation. PARTICIPANTS: U.S. adults aged 20 years or older. MEASUREMENTS: A risk-scoring algorithm for undiagnosed diabetes, defined as fasting plasma glucose level of 7.0 mmol/L (126 mg/dL) or greater without known diabetes, was developed in the development data set. Logistic regression was used to determine which participant characteristics were independently associated with undiagnosed diabetes. The new algorithm and other methods were evaluated by standard diagnostic and feasibility measures. RESULTS: Age, sex, family history of diabetes, history of hypertension, obesity, and physical activity were associated with undiagnosed diabetes. In NHANES (ARIC/CHS), the cut-point of 5 or more points selected 35% (40%) of persons for diabetes screening and yielded a sensitivity of 79% (72%), specificity of 67% (62%), positive predictive value of 10% (10%), and positive likelihood ratio of 2.39 (1.89). In contrast, the comparison scores yielded a sensitivity of 44% to 100%, specificity of 10% to 73%, positive predictive value of 5% to 8%, and positive likelihood ratio of 1.11 to 1.98. LIMITATION: Data during pregnancy were not available. CONCLUSION: This easy-to-implement diabetes screening score seems to demonstrate improvements over existing methods. Studies are needed to evaluate it in diverse populations in real-world settings. PRIMARY FUNDING SOURCE: Clinical and Translational Science Center at Weill Cornell Medical College.


Subject(s)
Diabetes Mellitus/diagnosis , Mass Screening/methods , Surveys and Questionnaires , Adult , Aged , Blood Glucose/metabolism , Diabetes Mellitus/blood , Humans , Middle Aged , Nutrition Surveys , Risk Factors , Young Adult
13.
Am J Cardiol ; 99(12A): 80i-89i, 2007 Jun 18.
Article in English | MEDLINE | ID: mdl-17599428

ABSTRACT

Hypoglycemia is a potentially serious side effect of blood glucose lowering in diabetes mellitus. The intensive glycemia treatment arm of the Action to Control Cardiovascular Risk in Diabetes (ACCORD) trial is designed to treat patients with type 2 diabetes with target glycemia within the normal range (ie, glycosylated hemoglobin <6%). Because it is known that treating glycemia to such a low level in patients with diabetes will result in episodes of hypoglycemia, it is necessary to address prevention and treatment of such episodes to ensure patient safety. Thus, several approaches are being taken in the ACCORD trial to prevent initial episodes of severe hypoglycemia, to monitor the frequency of episodes that do occur, and to prevent recurrence. This report describes the processes used in the ACCORD trial, including the definition of severe hypoglycemia, the type of education provided to participants and staff members to prevent initial and subsequent episodes of severe hypoglycemia, and the monitoring systems implemented to identify severe hypoglycemia and prevent its recurrence. The ACCORD trial conducts review and oversight of individual cases of severe hypoglycemia and monitors rates of severe hypoglycemia by clinical site and treatment arm. If the ACCORD intensive glycemia treatment is found to be efficacious in preventing cardiovascular disease events, assessment of the risk and benefit will be essential. In addition, translation of the principles behind the monitoring of severe hypoglycemia in ACCORD into feasible strategies for use in clinical practice will be needed.


Subject(s)
Blood Glucose Self-Monitoring/methods , Coronary Artery Disease/prevention & control , Diabetes Mellitus, Type 2 , Diabetic Angiopathies/prevention & control , Hypoglycemia/prevention & control , Blood Glucose , Coronary Artery Disease/blood , Diabetic Angiopathies/blood , Humans , Hypoglycemia/blood , Randomized Controlled Trials as Topic , Risk Management
14.
BMC Health Serv Res ; 6: 87, 2006 Jul 12.
Article in English | MEDLINE | ID: mdl-16836763

ABSTRACT

BACKGROUND: More than 6 million Americans have undiagnosed diabetes. Several national organizations endorse screening for diabetes by physicians, but actual practice is poorly understood. Our objectives were to measure the rate, the predictors and the results of glucose testing in primary care, including rates of follow-up for abnormal values. METHODS: We conducted a retrospective cohort study of 301 randomly selected patients with no known diabetes who received care at a large academic general internal medicine practice in New York City. Using medical records, we collected patients' baseline characteristics in 1999 and followed patients through the end of 2002 for all glucose tests ordered. We used multivariate logistic regression to measure associations between diabetes risk factors and the odds of glucose testing. RESULTS: Three-fourths of patients (78%) had at least 1 glucose test ordered. Patient age (> or = 45 vs. < 45 years), non-white ethnicity, family history of diabetes and having more primary care visits were each independently associated with having at least 1 glucose test ordered (p < 0.05), whereas hypertension and hyperlipidemia were not. Fewer than half of abnormal glucose values were followed up by the patients' physicians. CONCLUSION: Although screening for diabetes appears to be common and informed by diabetes risk factors, abnormal values are frequently not followed up. Interventions are needed to trigger identification and further evaluation of abnormal glucose tests.


Subject(s)
Blood Glucose/analysis , Continuity of Patient Care , Diabetes Mellitus/diagnosis , Diagnostic Tests, Routine/statistics & numerical data , Internal Medicine/standards , Medical Audit , Practice Patterns, Physicians'/statistics & numerical data , Primary Health Care/standards , Academic Medical Centers , Adult , Diabetes Mellitus/ethnology , Female , Humans , Male , Middle Aged , New York City , Retrospective Studies
15.
Metabolism ; 55(7): 858-70, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16784956

ABSTRACT

Dehydroepiandrosterone (DHEA) is commonly used by HIV-infected men, but its endocrine effects in this population are not well defined. We conducted an 8-week randomized, placebo-controlled trial to determine the effects of escalating doses (100-400 mg/d) of DHEA on the hypothalamic-pituitary-adrenal and hypothalamic-pituitary-gonadal axes, and on a number of metabolic parameters in 69 HIV-positive men (31 in DHEA-treated group, 38 in placebo group). High-dose (250 microg) corticotropin and luteinizing hormone-releasing hormone stimulation tests were carried out in all subjects. Fifty-four subjects (26 in the DHEA-treated group and 28 in the placebo group) also underwent optional corticotropin-releasing hormone test, and 67 subjects (31 in DHEA-treated group and 36 in placebo group) underwent optional low-dose (1 microg) corticotropin stimulation test. All tests were performed at baseline and at the end of week 8. Repeated-measures analysis of variance was used to analyze the data. We observed significant increases in circulating levels of DHEA, DHEA-sulfate, free testosterone, dihydrotestosterone, androstenedione, and estrone, and a decline in the serum concentration of sex hormone-binding globulin in the DHEA-treated group but not in the placebo group (P < .001). There were no differences between the groups in other endocrine or metabolic parameters or in the results of the stimulation tests. In conclusion, oral DHEA therapy in HIV-positive men significantly increases circulating levels of DHEA and DHEA-sulfate, free testosterone, dihydrotestosterone, androstenedione, and estrone and suppresses circulating concentration of sex hormone-binding globulin. Long-term studies are needed to assess the clinical significance of these hormonal changes in subjects with HIV infection receiving oral DHEA therapy.


Subject(s)
Dehydroepiandrosterone/pharmacology , HIV Infections/metabolism , Administration, Oral , Adrenocorticotropic Hormone/pharmacology , Adult , Corticotropin-Releasing Hormone/pharmacology , Dehydroepiandrosterone/administration & dosage , Double-Blind Method , Gonadal Steroid Hormones/blood , Humans , Male , Middle Aged , Prospective Studies , Sex Hormone-Binding Globulin/analysis
16.
N Engl J Med ; 348(23): 2294-303, 2003 Jun 05.
Article in English | MEDLINE | ID: mdl-12788993

ABSTRACT

BACKGROUND: Cardiovascular disease causes severe morbidity and mortality in type 1 diabetes, although the specific risk factors and whether chronic hyperglycemia has a role are unknown. We examined the progression of carotid intima-media thickness, a measure of atherosclerosis, in a population with type 1 diabetes. METHODS: As part of the Epidemiology of Diabetes Interventions and Complications (EDIC) study, the long-term follow-up of the Diabetes Control and Complications Trial (DCCT), 1229 patients with type 1 diabetes underwent B-mode ultrasonography of the internal and common carotid arteries in 1994-1996 and again in 1998-2000. We assessed the intima-media thickness in 611 subjects who had been randomly assigned to receive conventional diabetes treatment during the DCCT and in 618 who had been assigned to receive intensive diabetes treatment. RESULTS: At year 1 of the EDIC study, the carotid intima-media thickness was similar to that in an age- and sex-matched nondiabetic population. After six years, the intima-media thickness was significantly greater in the diabetic patients than in the controls. The mean progression of the intima-media thickness was significantly less in the group that had received intensive therapy during the DCCT than in the group that had received conventional therapy (progression of the intima-media thickness of the common carotid artery, 0.032 vs. 0.046 mm; P=0.01; and progression of the combined intima-media thickness of the common and internal carotid arteries, -0.155 vs. 0.007; P=0.02) after adjustment for other risk factors. Progression of carotid intima-media thickness was associated with age, and the EDIC base-line systolic blood pressure, smoking, the ratio of low-density lipoprotein to high-density lipoprotein cholesterol, and urinary albumin excretion rate and with the mean glycosylated hemoglobin value during the mean duration (6.5 years) of the DCCT. CONCLUSIONS: Intensive therapy during the DCCT resulted in decreased progression of intima-media thickness six years after the end of the trial.


Subject(s)
Carotid Artery, Common/pathology , Diabetes Mellitus, Type 1/pathology , Tunica Intima/pathology , Tunica Media/pathology , Adolescent , Adult , Analysis of Variance , Arteriosclerosis/diagnostic imaging , Arteriosclerosis/etiology , Arteriosclerosis/pathology , Blood Glucose/metabolism , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/etiology , Carotid Artery Diseases/pathology , Carotid Artery, Common/diagnostic imaging , Case-Control Studies , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/therapy , Disease Progression , Female , Follow-Up Studies , Humans , Least-Squares Analysis , Linear Models , Lipids/blood , Male , Randomized Controlled Trials as Topic , Risk Factors , Tunica Intima/diagnostic imaging , Tunica Media/diagnostic imaging , Ultrasonography
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