Circulating apelin is increased in patients with type 1 or type 2 diabetes and is associated with better glycaemic control.

CONTEXT: Apelin is an adipokine expressed in several tissues and it appears to be involved in energy metabolism. OBJECTIVE: The aim of this study was to determine serum apelin levels in a large cohort of patients with type 1 and type 2 diabetes and control subjects and to correlate the results with glycaemic control. DESIGN AND PARTICIPANTS: One hundred and thirty patients with type 1 diabetes, 98 patients with type 2 diabetes and 162 controls were enrolled in the study. Apelin levels were measured by enzyme-linked immunosorbent assay. RESULTS: Serum apelin levels were significantly higher in type 1 and type 2 diabetic patients than in controls (P < 0·0001). Serum apelin levels were higher in type 1 than in type 2 diabetic patients (P = 0·02). In multivariate analysis, serum apelin levels were higher in patients with type 1 diabetes and in patients with type 2 diabetes versus controls. We found a negative correlation between glycosylated haemoglobin and serum apelin levels in all diabetic patients (r = -0·17, P = 0·008) and in patients with type 2 diabetes (r = -0·24 P = 0·01). No correlation was found in type 1 diabetic patients. CONCLUSION: Our study showed that apelin concentrations were increased in diabetic patients. This rise, which was greater in type 1 than in type 2 diabetic patients, suggests that obesity is not the main determinant of plasma apelin levels. The negative correlation with glycosylated haemoglobin in patients with type 2 diabetes could indicate that apelin plays a role in glycaemic balance and even insulin sensitivity.

Automatic Classification of Nodules from 2D Ultrasound Images Using Deep Learning Networks.

OBJECTIVE: In clinical practice, thyroid nodules are typically visually evaluated by expert physicians using 2D ultrasound images. Based on their assessment, a fine needle aspiration (FNA) may be recommended. However, visually classifying thyroid nodules from ultrasound images may lead to unnecessary fine needle aspirations for patients. The aim of this study is to develop an automatic thyroid ultrasound image classification system to prevent unnecessary FNAs. METHODS: An automatic computer-aided artificial intelligence system is proposed for classifying thyroid nodules using a fine-tuned deep learning model based on the DenseNet architecture, which incorporates an attention module. The dataset comprises 591 thyroid nodule images categorized based on the Bethesda score. Thyroid nodules are classified as either requiring FNA or not. The challenges encountered in this task include managing variability in image quality, addressing the presence of artifacts in ultrasound image datasets, tackling class imbalance, and ensuring model interpretability. We employed techniques such as data augmentation, class weighting, and gradient-weighted class activation maps (Grad-CAM) to enhance model performance and provide insights into decision making. RESULTS: Our approach achieved excellent results with an average accuracy of 0.94, F1-score of 0.93, and sensitivity of 0.96. The use of Grad-CAM gives insights on the decision making and then reinforce the reliability of the binary classification for the end-user perspective. CONCLUSIONS: We propose a deep learning architecture that effectively classifies thyroid nodules as requiring FNA or not from ultrasound images. Despite challenges related to image variability, class imbalance, and interpretability, our method demonstrated a high classification accuracy with minimal false negatives, showing its potential to reduce unnecessary FNAs in clinical settings.

Personality types in individuals with type 1 and type 2 diabetes.

OBJECTIVE: The Type A personality, characterized by impatience, strong career ambition and competitiveness, is associated with greater sensitivity to external stress. Type 1 diabetes (T1D) is an auto-immune disease, which is potentially influenced by stress, unlike type 2 diabetes (T2D). The aim of this study was to assess whether individuals with T1D and T2D exhibited significant differences on the Type A personality scale. We also assessed the personality in patients with thyroid auto-immune diseases to validate potential links between auto-immune disease and Type A. DESIGN AND METHODS: The Bortner questionnaire was used to assess Type A personality in 188 patients with T1D, 430 patients with T2D and 85 patients with auto-immune thyroid disease (Graves' disease or Hashimoto thyroiditis). RESULTS: Type A Bortner scores were significantly higher in T1D patients than in T2D patients (188±34 vs 177±36, p<0.0001). Patients with auto-immune thyroid diseases and T1D patients had similar Type A Bortner scores (189±33 vs 188±34, p=0.860). CONCLUSION: Patients with auto-immune T1D have higher Type A scores than T2D patients. Furthermore, patients with auto-immune thyroid disease also have elevated Type A scores similar to those observed in type 1 diabetes, suggesting that an elevated Type A score in T1D is potentially related to its autoimmune origin. This suggests a possible link between Type A personality and auto-immune diseases via stress-triggering psychobiological pathways. The different personality score between T1D and T2D is an important factor to consider that could influence the diabetes self-care coping strategies and long-term prognosis.

Characteristics of diabetic patients and diabetes care in cardiac rehabilitation.

BACKGROUND: Although diabetes is associated with a high cardiovascular risk, very little information is available about diabetic patients enrolled in cardiac rehabilitation (CR). AIMS: To analyse the characteristics of diabetic patients and diabetes care in CR. METHODS: From the database of 700 patients enrolled in CR during a 29-month period, we analysed data from all patients with glucose metabolism disorders (n=105) and 210 matched normoglycaemic patients. RESULTS: A total of 105 patients with glucose metabolism disorders (type 1 diabetes, n=5; type 2 diabetes, n=84; impaired fasting glucose, n=16) were enrolled in a CR programme (15% of whole population). Fifteen per cent of patients with type 2 diabetes and all patients with impaired fasting glucose were diagnosed during CR. These 105 patients were older and had a higher body mass index, a larger waist circumference, higher fasting blood glucose and triglyceride concentrations and lower low-density lipoprotein cholesterol concentrations than non-diabetic patients; they also had higher rates of hypertension (P=0.001) and dyslipidaemia (P=0.02). They were more frequently referred to CR for peripheral artery disease (P=0.001), coronary heart disease+peripheral artery disease (P=0.007) and primary prevention (P=0.009). The intervention of a diabetologist was needed for 42.6% of patients because of uncontrolled or newly diagnosed diabetes. CONCLUSION: In the present study, we showed that (1) the proportion of patients with diabetes in CR is lower than expected, (2) many glucose metabolism disorders are diagnosed during CR, (3) patients with glucose metabolism disorders show a more severe cardiovascular risk profile than normoglycemic patients, and (4) the intervention of a diabetologist is needed during CR for many patients with diabetes.

Impact of liver disease severity and etiology on the occurrence of diabetes mellitus in patients with liver cirrhosis.

The association between liver cirrhosis (LC) and diabetes mellitus (DM) is well known. However, the impact of the severity or etiology of LC on the occurrence of DM is relatively unknown. We aimed to determine the prevalence and clinical correlates of DM in a large cohort of patients with cirrhosis. A total of 1,068 patients with LC were included in this cross sectional study (CIRCE study). The diagnosis of cirrhosis irrespective of its etiology was based on histological confirmation by liver biopsy or, in the absence of biopsy, on typical clinical, morphological and biological data. Data related to the cirrhosis etiology: alcohol, viral markers of hepatitis B, C, iron load parameters and autoimmune markers were collected for each patient. Venous blood samples were taken in the morning after 12-h overnight fasting. There were 383 patients with cirrhosis associated with hepatocellular carcinoma (HCC). DM was found in 412 (39.7 %) patients. Patients with DM were older and more likely to be overweight and male, with a family history of DM and a diagnosis of HCC. DM was not associated with a history of stroke or myocardial infarction. Cirrhosis secondary to hepatitis infection was less strongly associated with DM than with NASH or alcoholic cirrhosis. The severity of LC was not associated with DM. In multivariate analysis, the factors associated with DM were age, BMI, a family history of DM, and statin use. There was a significant interaction between HCC and cirrhosis etiology for the risk of DM. Cirrhosis secondary to hepatitis was associated with a lesser presence of DM only in patients with HCC (interaction p = 0.0015). LC was strongly associated with DM, with around 40 % of diabetic patients. In the group of patients with LC without HCC, diabetes was not associated with the etiology of cirrhosis.

Impact on overall survival of radioactive iodine in low-risk differentiated thyroid cancer patients.

CONTEXT: American Thyroid Association and European Thyroid Association guidelines cannot recommend for or against radioactive iodine (RAI) ablation after surgery in low-risk differentiated thyroid cancer (DTC) patients. OBJECTIVES: The objective of the study was to assess the survival benefit of RAI for these patients. DESIGN: We identified 1298 DTC patients at low risk treated between 1975 and 2005. Logistic regressions were used to identify variables associated to RAI and to calculate the propensity score to receive RAI after surgery. We compared overall survival (OS) and disease-free survival (DFS) according to RAI with the log-rank tests and univariate and multivariate Cox analyses. Analyses stratified on propensity score were also performed. RESULTS: Median follow-up was 10.3 yr. Nine hundred eleven patients received RAI after surgery vs. 387 patients without RAI after surgery. Using univariate analysis, 10-yr OS was found to be 95.8% in patients without RAI after surgery vs. 94.6% in RAI after surgery (P = 0.006), and 10-yr DFS was found to be 93.1% vs. 88.7% (P = 0.001). All clinical factors except sex were significantly associated with RAI. Using multivariate Cox analyses, RAI was neither significantly nor independently associated with OS (P = 0.243) and DFS (P = 0.2659). After stratification on propensity score, Cox univariate analyses showed that OS did not differ according to RAI (P = 0.3524), with a hazard ratio for RAI of 0.75 (95% confidence interval 0.40-1.38). Similarly, DFS did not differ (P = 0.48) with a stratified univariate hazard ratio of 1.11 (95% confidence interval 0.73-1.70). CONCLUSION: With a long-term follow-up of 10.3 yr, we failed to prove any survival benefit of RAI after surgery in a large cohort of low-risk DTC patients.