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1.
Lancet Reg Health Eur ; 31: 100666, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37547276

ABSTRACT

Background: A delay in reaching HbA1c targets in patients with newly-diagnosed type 2 diabetes (T2D) is associated with an increased long-term risk of developing cardiovascular diseases (CVD), a phenomenon referred to as legacy effect. Whether an early introduction of glucose-lowering drugs with proven benefit on CVD can attenuate this phenomenon is unknown. Methods: Using data derived from a large Italian clinical registry, i.e. the AMD Annals, we identified 251,339 subjects with newly-diagnosed T2D and without CVD at baseline. Through Cox regressions adjusted for multiple risk factors, we examined the association between having a mean HbA1c between 7.1 and 8% or >8%, compared with ≤7%, for various periods of early exposure (0-1, 0-2, 0-3 years) and the development of later (mean subsequent follow-up 4.6 ± 2.9 years) CVD, evaluated as a composite of myocardial infarction, stroke, coronary or peripheral revascularization, and coronary or peripheral bypass. We performed this analysis in the overall cohort and then splitting the population in two groups of patients: those that introduced sodium-glucose transport protein 2 inhibitors (SGLT-2i) during the exposure phase and those not treated with these drugs. Findings: Considering the whole cohort, subjects with both a mean HbA1c between 7.1 and 8% and >8%, compared with patients attaining a mean HbA1c ≤ 7%, showed an increased risk of developing the outcome in all the three early exposure periods assessed, with the highest risk observed in patients with mean HbA1c > 8% in the 3 years exposure period (hazard ratio [HR]1.33; 95% confidence interval [CI] 1.063-1.365). The introduction of SGLT-2i during the exposure periods of 0-1 and 0-2 years eliminated the association between poor glycemic control and the outcome (p for interaction 0.006 and 0.003, respectively, vs. patients with the same degree of glycemic control but not treated with these drugs). Interpretation: Among patients with newly diagnosed T2D and free of CVD at baseline, a poor glycemic control in the first three years after diagnosis is associated with an increased subsequent risk of CVD. This association is no longer evident when SGLT-2i are introduced in the first two years, suggesting that these drugs attenuate the phenomenon of legacy effect. An early treatment with these drugs might thus promote a long-lasting benefit in patients not attaining proper glycemic control after T2D diagnosis. Funding: This work was supported, in part, by the Italian Ministry of Health (Ricerca Corrente) to IRCCS MultiMedica.

2.
Clin Ther ; 45(8): 754-761, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37451913

ABSTRACT

PURPOSE: Recently, the 2022 American Diabetes Association and European Association for the Study of Diabetes (ADA-EASD) consensus report stressed the importance of weight control in the management of patients with type 2 diabetes; weight control should be a primary target of therapy. This retrospective analysis evaluated, through an artificial-intelligence (AI) projection of data from the AMD Annals database-a huge collection of most Italian diabetology medical records covering 15 years (2005-2019)-the potential effects of the extended use of sodium-glucose co-transporter 2 inhibitors (SGLT-2is) and of glucose-like peptide 1 receptor antagonists (GLP-1-RAs) on HbA1c and weight. METHODS: Data from 4,927,548 visits in 558,097 patients were retrospectively extracted using these exclusion criteria: type 1 diabetes, pregnancy, age >75 years, dialysis, and lack of data on HbA1c or weight. The analysis revealed late prescribing of SGLT-2is and GLP-1-RAs (innovative drugs), and considering a time frame of 4 years (2014-2017), a paradoxic greater percentage of combined-goal (HbA1c <7% and weight gain <2%) achievement was found with older drugs than with innovative drugs, demonstrating aspects of therapeutic inertia. Through a machine-learning AI technique, a "what-if" analysis was performed, using query models of two outcomes: (1) achievement of the combined goal at the visit subsequent to a hypothetical initial prescribing of an SGLT-2i or a GLP-1-RA, with and without insulin, selected according to the 2018 ADA-EASD diabetes recommendations; and (2) persistence of the combined goal for 18 months. The precision values of the two models were, respectively, sensitivity, 71.1 % and 69.8%, and specificity, 67% and 76%. FINDINGS: The first query of the AI analysis showed a great improvement in achievement of the combined goal: 38.8% with prescribing in clinical practice versus 66.5% with prescribing in the "what-if" simulation. Addressing persistence at 18 months after the initial achievement of the combined goal, the simulation showed a potential better performance of SGLT-2is and GLP-1-RAs with respect to each antidiabetic pharmacologic class or combination considered. IMPLICATIONS: AI appears potentially useful in the analysis of a great amount of data, such as that derived from the AMD Annals. In the present study, an LLM analysis revealed a great potential improvement in achieving metabolic targets with SGLT-2i and GLP-1-RA utilization. These results underscore the importance of early, timely, and extended use of these new drugs.

6.
Diabetes Res Clin Pract ; 180: 109021, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34437941

ABSTRACT

BACKGROUND: We aimed to study the impact of diabetes background on COVID-19 progression from swab testing to health outcomes in type 2 diabetes (T2DM). METHODS: From the database of the diabetes units of Piedmont-Italy we extracted records of T2DM patients, which were linked with the swab-testing-database, and the database of hospital discharges. Five outcomes (PCR testing, PCR testing positivity, hospitalization, Intensive Care Unit (ICU), death) were evaluated using robust Poisson models. RESULTS: Among 125,021 T2DM patients, 1882 had a positive PCR test. Of these patients, 49.4% were hospitalized within 30 days, 11.8% were admitted to an ICU, and 27.1% died. Greater probability of death was associated with age, male sex, liver and renal impairment, Hba1c above 8%, and former smoking. Hospitalization and ICU admission were mainly affected by age, male sex, hypertension, and metabolic control. Notably, ICU admissions were reduced in very elderly people. No outcomes were associated with educational level. CONCLUSIONS: Hospitalization and ICU admission are heavily affected by age and local triage policy. A key finding was that men who were > 75 years old and poorly compensated were highly vulnerable patients. Renal and/or hepatic impairment are additional factors. This information may be useful for addressing intervention priorities.


Subject(s)
COVID-19 , Diabetes Mellitus, Type 2 , Aged , Diabetes Mellitus, Type 2/epidemiology , Hospitalization , Humans , Intensive Care Units , Male , Outcome Assessment, Health Care , SARS-CoV-2
7.
Eur J Prev Cardiol ; 28(1): 8-17, 2021 03 23.
Article in English | MEDLINE | ID: mdl-33755143

ABSTRACT

AIMS: To evaluate the effect of linagliptin on left ventricular systolic function beyond glycaemic control in type 2 diabetes mellitus. METHODS AND RESULTS: A multicentre, randomised, double-blind, placebo controlled, parallel-group study, was performed (the DYDA 2 trial). Individuals with type 2 diabetes mellitus and asymptomatic impaired left ventricular systolic function were randomly allocated in a 1:1 ratio to receive for 48 weeks either linagliptin 5 mg daily or placebo, in addition to their diabetes therapy. Eligibility criteria were age 40 years and older, haemoglobin A1c 8.0% or less (≤64 mmol/mol), no history of cardiac disease, concentric left ventricular geometry (relative wall thickness ≥0.42), impaired left ventricular systolic function defined as midwall fractional shortening 15% or less at baseline echocardiography. The primary end point was the modification of midwall fractional shortening over time. The main secondary objectives were changes in diastolic and/or in longitudinal left ventricular systolic function as measured by tissue Doppler echocardiography. One hundred and eighty-eight patients were enrolled, predominantly men with typical insulin-resistance comorbidities. At baseline, mean midwall fractional shortening was 13.3%±2.5. At final evaluation, 88 linagliptin patients and 86 placebo patients were compared: midwall fractional shortening increased from 13.29 to 13.82 (+4.1%) in the linagliptin group, from 13.58 to 13.84 in the placebo group (+1.8%, analysis of covariance P = 0.86), corresponding to a 2.3-fold higher increase in linagliptin than the placebo group, although non-statistically significant. Also, changes in diastolic and longitudinal left ventricular systolic function did not differ between the groups. Serious adverse events or linagliptin/placebo permanent discontinuation occurred in very few cases and in the same percentage between the groups. CONCLUSIONS: In the DYDA 2 patients the addition of linagliptin to stable diabetes therapy was safe and provided a modest non-significant increase in left ventricular systolic function measured as midwall fractional shortening. TRIAL REGISTRATION NUMBER: ClinicalTrial.gov (ID NCT02851745).


Subject(s)
Diabetes Mellitus, Type 2 , Ventricular Dysfunction, Left , Adult , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/drug therapy , Double-Blind Method , Female , Glycated Hemoglobin , Humans , Linagliptin/adverse effects , Male , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/drug therapy , Ventricular Dysfunction, Left/etiology , Ventricular Function, Left
8.
Article in English | MEDLINE | ID: mdl-32928790

ABSTRACT

INTRODUCTION: The aim of this study was to investigate the factors (clinical, organizational or doctor-related) involved in a timely and effective achievement of metabolic control, with no weight gain, in type 2 diabetes. RESEARCH DESIGN AND METHODS: Overall, 5.5 million of Hab1c and corresponding weight were studied in the Associazione Medici Diabetologi Annals database (2005-2017 data from 1.5 million patients of the Italian diabetes clinics network). Logic learning machine, a specific type of machine learning technique, was used to extract and rank the most relevant variables and to create the best model underlying the achievement of HbA1c<7 and no weight gain. RESULTS: The combined goal was achieved in 37.5% of measurements. High HbA1c and fasting glucose values and slow drop of HbA1c have the greatest relevance and emerge as first, main, obstacles the doctor has to overcome. However, as a second line of negative factors, markers of insulin resistance, microvascular complications, years of observation and proxy of duration of disease appear to be important determinants. Quality of assistance provided by the clinic plays a positive role. Almost all the available oral agents are effective whereas insulin use shows positive impact on glucometabolism but negative on weight containment. We also tried to analyze the contribution of each component of the combined endpoint; we found that weight gain was less frequently the reason for not reaching the endpoint and that HbA1c and weight have different determinants. Of note, use of glucagon-like peptide-1 receptor agonists (GLP1-RA) and glifozins improves weight control. CONCLUSIONS: Treating diabetes as early as possible with the best quality of care, before beta-cell deterioration and microvascular complications occurrence, make it easier to compensate patients. This message is a warning against clinical inertia. All medications play a role in goal achievements but use of GLP1-RAs and glifozins contributes to overweight prevention.


Subject(s)
Diabetes Mellitus, Type 2 , Body Weight , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/epidemiology , Humans , Italy , Machine Learning , Weight Gain
9.
Diabetes Ther ; 11(9): 2105-2119, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32734558

ABSTRACT

INTRODUCTION: Recent guidelines for the treatment of type 2 diabetes mellitus (T2DM) provide evidence supporting limited use of sulphonylureas (SUs), especially in specific risk patient categories, yet data from national registries still suggest their widespread use. The aim of this study was to investigate characteristics of patients with diabetes treated with SUs and quantify the proportion of patients that met the recommendations for use of SUs by recent guidelines and of those presenting characteristics representing an inappropriate prescription risk (IPR). METHODS: A multicenter, retrospective, cross-sectional, observational study in patients with T2DM receiving treatment with SUs (as monotherapy or in combination with another diabetes therapy) was conducted between 2017 and 2018 in 22 outpatient diabetes clinics across Italy. Exclusion criteria were type 1 diabetes, diabetes mellitus secondary to other conditions, and presence of severe/life-threatening diseases. RESULTS: A total of 510 patients with T2DM (306 men, 204 women; mean age ± standard deviation 69.8 ± 9.3 years) who were receiving treatment with a SU (as monotherapy or in combination therapy) were assessed in the study. Overall, 70.6% [n = 360; 95% confidence interval (CI) 66.4%, 74.5%] were assessed to have an IPR. Of these, approximately half presented one factor for risk of inappropriate prescription, and 27 and 10.6% presented two and three factors, respectively. In terms of factors contributing to the total burden of risk of inappropriate treatment with SUs, 37.5% (95% CI 33.2%, 41.8%) of all patients were obese; 33.3% (95% CI 29.3%, 37.6%)] were aged ≥ 75 years; 18.6% (95% CI 15.3%, 22.3%) had a history of cardiovascular disease; 14.1% (95% CI 11.2%, 17.4%) had chronic renal insufficiency; 1.8% (95% CI 0.8%, 3.3%) had a history of severe hypoglycemia; 1.8% (95% CI 0.8%; 3.3%) had cognitive impairment; and 2.4% (95% CI 1.2%, 4.1%) had a risky occupation. CONCLUSIONS: The results of this study provide evidence of a high rate of inappropriate SU prescription risk among patients with T2DM, especially among those with overweight/obesity, older age, history of cardiovascular disease, and hypoglycemia.

11.
Acta Diabetol ; 57(2): 221-228, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31468200

ABSTRACT

AIMS: The aim of our study was to estimate the overall rate of first hospitalizations for diabetic foot (DF) regardless of the outcome in amputations, as well as the mortality rate with their determinants in the period 2012-2016 in Piedmont Region in Italy. METHODS: The study included all the subjects registered in the Regional Diabetes Registry and alive as at January 1, 2012. DF cases were identified by record linkage with the regional hospital discharge database. Incident cases of diabetic foot were followed up for mortality. RESULTS: The 5-year rates were 1762, 324, and 343 × 100,000 patients for first hospitalization without amputations, with major amputations, and with minor amputations, respectively. Patients not undergoing amputations were more than 70% of the cohort. Patients with the more severe stages of diabetes and those with low education were at higher risk of each type of hospitalization. The risk of death during a mean follow-up of 2.5 years was about 16, 18, and 30% among patients without amputations, with major amputations, and with minor amputations, respectively. Males, insulin-treated patients, those affected with severe diabetes complications, particularly on dialysis, and those with lower levels of education were at higher risk. CONCLUSIONS: The heavier burden of DF on hospitalizations is due to cases without amputation, a condition that is seldom considered in the diabetes literature. The severity of diabetes, preexisting complications, and low educational levels are associated with both first hospitalization and subsequent survival at any level of severity of DF.


Subject(s)
Amputation, Surgical/statistics & numerical data , Diabetic Foot/mortality , Diabetic Foot/surgery , Aged , Aged, 80 and over , Cohort Studies , Diabetic Foot/epidemiology , Female , Follow-Up Studies , Hospitalization , Humans , Incidence , Italy/epidemiology , Male , Middle Aged , Research Design
12.
Cardiovasc Drugs Ther ; 33(5): 547-555, 2019 10.
Article in English | MEDLINE | ID: mdl-31418140

ABSTRACT

PURPOSE: A multicentre, randomized, double-blind, placebo-controlled, parallel-group study aimed to define the potential positive effect of dipeptidyl peptidase-4 inhibition on left ventricular systolic function (LVSF) beyond glycemic control in type 2 diabetes mellitus (T2DM) (DYDA 2™ trial). METHODS: Individuals with fairly controlled T2DM and asymptomatic impaired LVSF were randomized in a 1:1 ratio to receive for 48 weeks either linagliptin 5 mg daily or placebo, in addition to their stable diabetes therapy. Eligibility criteria were age ≥ 40 years, history of T2DM with a duration of at least 6 months, HbA1c ≤ 8.0% (≤ 64 mmol/mol), no history or clinical signs/symptoms of cardiac disease, evidence at baseline echocardiography of concentric LV geometry (relative wall thickness ≥ 0.42), and impaired LVSF defined as midwall fractional shortening (MFS) ≤ 15%. The primary end-point was the modification from baseline to 48 weeks of MFS. As an exploratory analysis, significant changes in LV global longitudinal strain and global circumferential strain, measured by speckle tracking echocardiography, were also considered. Secondary objectives were changes in diastolic and/or in systolic longitudinal function as measured by tissue Doppler. RESULTS: A total of 188 patients were enrolled. They were predominantly males, mildly obese, with typical insulin-resistance co-morbidities such as hypertension and dyslipidemia. Mean relative wall thickness was 0.51 ± 0.09 and mean MFS 13.3% ± 2.5. CONCLUSIONS: DYDA 2 is the first randomized, double-blind, placebo-controlled trial to explore the effect of a dipeptidyl peptidase-4 inhibitor on LVSF in T2DM patients in primary prevention regardless of glycemic control. The main characteristics of the enrolled population are reported. TRIAL REGISTRATION: ClinicalTrial.gov Identifier: NCT02851745.


Subject(s)
Blood Glucose/drug effects , Diabetes Mellitus, Type 2/drug therapy , Dipeptidyl-Peptidase IV Inhibitors/therapeutic use , Linagliptin/therapeutic use , Ventricular Dysfunction, Left/drug therapy , Ventricular Function, Left/drug effects , Ventricular Remodeling/drug effects , Adult , Aged , Biomarkers/blood , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Dipeptidyl-Peptidase IV Inhibitors/adverse effects , Double-Blind Method , Female , Glycated Hemoglobin/metabolism , Humans , Italy , Linagliptin/adverse effects , Male , Middle Aged , Multicenter Studies as Topic , Randomized Controlled Trials as Topic , Time Factors , Treatment Outcome , Ventricular Dysfunction, Left/diagnostic imaging , Ventricular Dysfunction, Left/physiopathology
13.
Acta Diabetol ; 55(7): 733-740, 2018 Jul.
Article in English | MEDLINE | ID: mdl-29679150

ABSTRACT

AIMS: To study the incidence of and the factors associated with renal dialysis and transplantation in type 1 (T1DM) and type 2 diabetes (T2DM). METHODS: Data on individuals who had received dialysis treatment or renal transplant between 1 January 2004 and 31 December 2013 were extracted from the regional administrative database (Piedmont, Italy), and the crude (cumulative) incidence of dialysis was calculated. Overall cumulative survival was estimated using the Kaplan-Meier method and compared using the log-rank test. Poisson regression was used to estimate adjusted rate ratios for potential predictors of renal transplant or death. RESULTS: A total of 7401 persons started dialysis treatment during the decade, with a 10-year cumulative crude incidence of 16.8/100,000. Incidence was stable and consistently eightfold higher in persons with T2DM (tenfold higher in T1DM) compared to those without diabetes. The risk of dialysis in T1DM was about double that of T2DM. The mortality rate was significantly higher in diabetics than in non-diabetes (241.4/1000 vs. 153.99/1000 person-years). During the decade 2004-2013, 893 patients underwent a kidney transplant. Transplantation rates were significantly lower for diabetics than non-diabetics (16.5/1000 vs. 42.9/1000 person-years). CONCLUSIONS: In the past decade, the incidence of dialysis has stabilized in both the general population and in diabetics in whom it remains far higher by comparison. Also mortality rates are higher, with a worse prognosis for T1DM. Diabetes poses a barrier to allotransplantation, and efforts should be made to overcome this limitation.


Subject(s)
Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/epidemiology , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Diabetic Nephropathies , Kidney Transplantation/statistics & numerical data , Renal Dialysis/statistics & numerical data , Adolescent , Adult , Aged , Aged, 80 and over , Case-Control Studies , Child , Child, Preschool , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/therapy , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/therapy , Diabetic Nephropathies/diagnosis , Diabetic Nephropathies/epidemiology , Diabetic Nephropathies/therapy , Female , Follow-Up Studies , Humans , Incidence , Infant , Infant, Newborn , Italy/epidemiology , Male , Middle Aged , Prognosis , Risk Factors , Young Adult
14.
Diabetes Res Clin Pract ; 135: 65-72, 2018 Jan.
Article in English | MEDLINE | ID: mdl-29097288

ABSTRACT

AIMS: The prevalence and progression of hepatic fibrosis and its correlated factors in type 2 diabetes (T2DM) are poorly known. We aimed to define the percentage of T2DM patients who progress to fibrosis and the factors associated with disease progression. METHODS: Data from the electronic health records of 1527 patients with diagnosed T2DM and nonalcoholic fatty liver disease (NAFLD), as diagnosed by the Fatty Liver Index, were extracted from the AMD Annals database, which collects data from the Italian network of diabetes clinics. For the main analysis, we evaluated variables associated with Fibrosis 4 [FIB-4] score at baseline and at 3-year follow-up to determine their role in predicting FIB-4 at 3 years and the risk of hepatic fibrosis in T2DM. RESULTS: High-risk of advanced fibrosis was detected in 13.1% of patients at baseline and in 18.1% at 3 years, LDL cholesterol, and body-mass index, correlated negatively with baseline FIB-4 scores, whereas gamma glutamil transerasi correlated positively . The FIB-4 score at 3 years was associated with lower values of baseline renal function, LDL, and BMI; however, the baseline FIB-4 score was the strongest predictor for the FIB-4 score at 3 years. CONCLUSIONS: The prevalence of and progression to hepatic fibrosis within 3 years in patients with T2DM is not negligible. Patients with a higher likelihood of liver scarring differ from those with hepatic steatosis. Differently from NAFLD, the FIB-4 score is inversely correlated with insulin resistance and appears to increase independent of classic metabolic factors.


Subject(s)
Diabetes Mellitus, Type 2/complications , Liver Cirrhosis/etiology , Non-alcoholic Fatty Liver Disease/etiology , Cohort Studies , Diabetes Mellitus, Type 2/pathology , Female , Humans , Liver Cirrhosis/pathology , Male , Middle Aged , Non-alcoholic Fatty Liver Disease/pathology , Prevalence , Risk Factors
15.
PLoS One ; 11(10): e0162960, 2016.
Article in English | MEDLINE | ID: mdl-27695110

ABSTRACT

We evaluated gender-differences in quality of type 1 diabetes (T1DM) care. Starting from electronic medical records of 300 centers, 5 process indicators, 3 favorable and 6 unfavorable intermediate outcomes, 6 treatment intensity/appropriateness measures and an overall quality score were measured. The likelihood of women vs. men (reference class) to be monitored, to reach outcomes, or to be treated has been investigated through multilevel logistic regression analyses; results are expressed as Odd Ratios (ORs) and 95% confidence intervals (95%CIs). The inter-center variability in the achievement of the unfavorable outcomes was also investigated. Overall, 28,802 subjects were analyzed (45.5% women). Women and men had similar age (44.5±16.0 vs. 45.0±17.0 years) and diabetes duration (18.3±13.0 vs. 18.8±13.0 years). No between-gender differences were found in process indicators. As for intermediate outcomes, women showed 33% higher likelihood of having HbA1c ≥8.0% (OR = 1.33; 95%CI: 1.25-1.43), 29% lower risk of blood pressure ≥140/90 mmHg (OR = 0.71; 95%CI: 0.65-0.77) and 27% lower risk of micro/macroalbuminuria (OR = 0.73; 95%CI: 0.65-0.81) than men, while BMI, LDL-c and GFR did not significantly differ; treatment intensity/appropriateness was not systematically different between genders; overall quality score was similar in men and women. Consistently across centers a larger proportion of women than men had HbA1c ≥8.0%, while a smaller proportion had BP ≥140/90 mmHg. No gender-disparities were found in process measures and improvements are required in both genders. The systematic worse metabolic control in women and worse blood pressure in men suggest that pathophysiologic differences rather than the care provided might explain these differences.


Subject(s)
Diabetes Mellitus, Type 1/therapy , Healthcare Disparities/statistics & numerical data , Quality of Health Care/statistics & numerical data , Adult , Body Mass Index , Cross-Sectional Studies , Female , Glomerular Filtration Rate , Glycated Hemoglobin/analysis , Humans , Male , Middle Aged , Quality Indicators, Health Care , Sex Factors , Treatment Outcome
16.
PLoS One ; 9(10): e109702, 2014.
Article in English | MEDLINE | ID: mdl-25347846

ABSTRACT

AIMS: Beta-cell dysfunction is an early event in the natural history of type 2 diabetes. However, its progression is variable and potentially influenced by several clinical factors. We report the baseline data of the BetaDecline study, an Italian prospective multicenter study on clinical predictors of beta-cell dysfunction in type 2 diabetes. MATERIALS AND METHODS: Clinical, lifestyle, and laboratory data, including circulating levels of inflammatory markers and non-esterified fatty acids, were collected in 507 type 2 diabetic outpatients on stable treatment with oral hypoglycemic drugs or diet for more than 1 year. Beta-cell dysfunction was evaluated by calculating the proinsulin/insulin ratio (P/I). RESULTS: At baseline, the subjects in the upper PI/I ratio quartile were more likely to be men and receiving secretagogue drugs; they also showed a borderline longer diabetes duration (P = 0.06) and higher serum levels of glycated hemoglobin (HbA1c), fasting blood glucose, and triglycerides. An inverse trend across all PI/I quartiles was noted for BMI and serum levels of total cholesterol (T-C), LDL-C, HDL-C and C reactive protein (CRP), and with homeostatic model assessment (HOMA-B) and HOMA of insulin resistance (HOMA-IR) values (P<0.05 for all). At multivariate analysis, the risk of having a P/I ratio in the upper quartile was higher in the subjects on secretagogue drugs (odds ratio [OR] 4.2; 95% confidence interval [CI], 2.6-6.9) and in the males (OR 1.8; 95% CI, 1.1-2.9). CONCLUSIONS: In the BetaDecline study population, baseline higher PI/I values, a marker of beta-cell dysfunction, were more frequent in men and in patients on secretagogues drugs. Follow-up of this cohort will allow the identification of clinical predictors of beta-cell failure in type 2 diabetic outpatients.


Subject(s)
Diabetes Mellitus, Type 2/etiology , Diabetes Mellitus, Type 2/metabolism , Insulin-Secreting Cells/metabolism , Aged , Female , Follow-Up Studies , Glycated Hemoglobin/metabolism , Humans , Insulin/metabolism , Insulin Resistance , Male , Middle Aged , Proinsulin/metabolism , Prospective Studies , Risk Factors
17.
Acta Diabetol ; 49(6): 429-33, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22294237

ABSTRACT

Early intensive therapy in type 2 diabetes can prevent complications. Nevertheless, metabolic control is often sub-optimal in newly diagnosed patients. This web-based survey aimed to evaluate opinions of physicians about treatment, priorities, and barriers in the care of patients first referred to diabetes clinics. Data on physician attitudes toward therapeutic preferences for two clinical case models (same clinical profile, except HbA1c levels of 8.6 and 7.3% at the first access, respectively) were collected. Participants were asked to rank from 1 (most important) to 6 (least important) a list of priorities and barriers associated with the care of new patients. Overall, 593 physicians participated. In both case models, metformin and education were primary options, although their combination with other classes of drugs varied substantially. Main priorities were "to teach the patient how to cope with the disease" and "to achieve HbA1c target"; main barriers were "lack of time" and "long waiting list". At multivariate analyses, physicians from the South of Italy had a twofold higher likelihood to attribute a rank 1­2 to organizational barriers than those operating in the North (South vs. North: OR: 2.4; 95% CI 1.4­4.1; Center vs. North: OR: 2.4; 95% CI 0.9­3.2). In the absence of a widely accepted evidence-based therapeutic algorithm driving the therapeutic choices according to the patient characteristics, prescriptions vary according to physician preferences. Education is perceived as a key-strategy, but organizational barriers and geographic disparities are an obstacle. These findings can drive new strategies to reduce clinical inertia, attitudes variability, and geographic disparities.


Subject(s)
Attitude of Health Personnel , Diabetes Mellitus, Type 2/therapy , Physicians , Adult , Age of Onset , Data Collection , Diabetes Complications/epidemiology , Diabetes Complications/prevention & control , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/epidemiology , Endocrinology/organization & administration , Female , Humans , Italy/epidemiology , Male , Middle Aged , Physicians/psychology , Physicians/statistics & numerical data , Professional Practice/statistics & numerical data , Quality of Health Care/statistics & numerical data , Societies, Medical , Surveys and Questionnaires , Time Factors
18.
Clin Cardiol ; 34(9): 560-6, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21905043

ABSTRACT

BACKGROUND: The Evaluation of Final Feasible Effect of Ultra Control Training and Sensitization (EFFECTUS) study is aimed at implementing global cardiovascular (CV) risk management in Italy. HYPOTHESIS: To evaluate the impact of diabetes mellitus (DM) on attitudes and preferences for clinical management of global CV risk among physicians treating diabetic or nondiabetic patients. METHODS: Involved physicians were asked to submit data into a study-designed case-report form, covering the first 10 adult outpatients consecutively seen in May 2006. All available clinical data were centrally analyzed for global CV risk assessment and CV risk profile characterization. Patients were stratified according to the presence or absence of DM. RESULTS: Overall, 1078 physicians (27% female, ages 50 ± 7 y) collected data of 9904 outpatients (46.5% female, ages 67 ± 9 y), among whom 3681 (37%) had a diagnosis of DM at baseline. Diabetic patients were older and had higher prevalence of obesity, hypertension, dyslipidemia, and associated CV diseases than nondiabetic individuals (P<0.001). They had higher systolic blood pressure, total cholesterol, triglycerides, and creatinine levels, but lower high-density lipoprotein cholesterol levels than nondiabetic patients (P<0.001). Higher numbers of blood pressure and lipid-lowering drugs and antiplatelet agents were used in diabetic than in nondiabetic patients (P<0.001). CONCLUSIONS: The EFFECTUS study confirmed higher CV risk and more CV drug prescriptions in diabetic than in nondiabetic patients. Presence of DM at baseline significantly improved clinical data collection. Such an approach, however, was not paralleled by a better control of global CV risk profile, which was significantly worse in the former than in the latter group.


Subject(s)
Cardiovascular Diseases/prevention & control , Clinical Competence/statistics & numerical data , Diabetes Mellitus/pathology , Physicians/statistics & numerical data , Aged , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/etiology , Diabetes Mellitus/epidemiology , Educational Status , Feasibility Studies , Female , Health Knowledge, Attitudes, Practice , Humans , Hypertension , Italy/epidemiology , Male , Middle Aged , Prevalence , Program Evaluation , Risk Assessment/methods , Surveys and Questionnaires
19.
Acta Diabetol ; 48(2): 95-101, 2011 Jun.
Article in English | MEDLINE | ID: mdl-19937354

ABSTRACT

The role of hyperhomocysteinemia as a risk factor for diabetic long-term complications has not been sufficiently evaluated in prospective studies, considering specific correlates of homocysteine (tHcy) concentration and traditional cardiovascular disease (CVD) risk factors. Fasting tHcy, vitamin B12 and folate plasma levels, the common methylenetetrahydrofolate reductase (MTHFR) C677T gene polymorphism, as well as clinical and lifestyle information were assessed in 216 type 2 diabetic patients attending two outpatient clinics, who had a follow-up evaluation at 65 ± 9 months for the incidence of macroangiopathy. At basal evaluation, mild hyperhomocysteinemia (tHcy ≥ 15 µmol/l) was diagnosed in 21.3% of participants. At follow-up, hyperhomocysteinemia and the distribution of MTHFR C677T genotype did not significantly differ according to the incidence of macroangiopathy. Multiple variables adjusted ORs (95% CI) for CVD associated with mild hyperhomocysteinemia were 1.01 (0.37-2.82); P > 0.05; those associated with MTHFR TT genotype were 0.46 (0.15-1.38); P > 0.05. Although the prevalence of hyperhomocysteinemia was higher in diabetic men (26.9%) than in women (16.1%; P > 0.05), similar results were also observed in a separate sex-analysis. At the multivariate analysis, including in the model other potential CVD risk factors, only creatinine clearance was a significant risk factor for the development of macroangiopathy. In this cohort of diabetic subjects, mild hyperhomocysteinemia and the MTHFR TT genotype are not significant risk factors for the development of macroangiopathy; impaired renal function was confirmed as a significant predictor of this complication.


Subject(s)
Diabetes Mellitus, Type 2/complications , Diabetic Angiopathies/genetics , Hyperhomocysteinemia/genetics , Methylenetetrahydrofolate Reductase (NADPH2)/genetics , Polymorphism, Single Nucleotide , Aged , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/genetics , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/etiology , Female , Genetic Predisposition to Disease , Genotype , Humans , Hyperhomocysteinemia/epidemiology , Hyperhomocysteinemia/pathology , Male , Methylenetetrahydrofolate Reductase (NADPH2)/physiology , Middle Aged , Polymorphism, Single Nucleotide/physiology , Prevalence , Prospective Studies , Risk Factors , Severity of Illness Index
20.
Eur J Cardiovasc Prev Rehabil ; 16(6): 722-8, 2009 Dec.
Article in English | MEDLINE | ID: mdl-19770664

ABSTRACT

BACKGROUND: Physicians' adherence to cardiovascular (CV) guidelines has been found to be poor. In this regard, accuracy in keeping medical records could play an important role. This study was devised to describe which data are present in medical records from a large sample of physicians and to investigate the association and the link between completeness in recording and clinical appropriateness. METHODS: The data extracted from medical records of 1078 doctors (general practitioners, cardiologists, and diabetologists) were analyzed, with a focus on CV prevention. The percentage of recorded data of several CV clinical variables was calculated. A multivariate analysis was performed to investigate the association between doctors' and patients' characteristics and different patterns in recording. Finally, the completeness in recording was calculated with a score and plotted against three indicators of appropriateness. RESULTS: The only risk factor that achieved a good standard of registration was blood pressure (89%). Low-density lipoprotein and waist circumference were largely under-recorded, whereas lifestyle data collection was almost negligible. Age, specialization, and use of electronic records increase the accuracy in recording. When one CV risk factor was predominant, the probability of having other risk factors recorded was reduced. A significant increase in the proportion of patients treated according to guidelines was found in doctors who were more accurate in recording. CONCLUSION: A link exists between accuracy in recording with both quality of care and adherence to guidelines. Specific training of all doctors in this field should be considered.


Subject(s)
Cardiology/standards , Cardiovascular Diseases/prevention & control , Family Practice/standards , Medical Records/standards , Practice Patterns, Physicians'/standards , Quality of Health Care/standards , Adult , Aged , Biomarkers/blood , Blood Pressure , Cardiovascular Diseases/blood , Cardiovascular Diseases/etiology , Cardiovascular Diseases/physiopathology , Female , Guideline Adherence , Humans , Italy , Life Style , Lipids/blood , Male , Middle Aged , Practice Guidelines as Topic , Risk Assessment , Risk Factors , Waist Circumference
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