Hypoglycemia during hyperosmolar hyperglycemic crises is associated with long-term mortality.

BACKGROUND: Previous research has indicated that hypoglycemia during hospitalization is a predictor of unfavorable outcomes in patients with diabetes. However, no studies have examined the long-term impact of hypoglycemia in adults admitted for hyperglycemic crises. The study was aimed to investigate the long-term implications of hypoglycemia during hyperosmolar hyperglycemic crises, particularly in terms of all-cause mortality. METHODS: This retrospective cohort study included 170 patients (82 men [48.2%], median age 72 years) admitted to a university hospital for hyperosmolar hyperglycemic crises, including pure hyperosmolar hyperglycemic states and hyperosmolar diabetic ketoacidoses. We separately investigated the prognostic significance of hypoglycemia on mortality during the initial intravenous insulin therapy phase and during the later subcutaneous insulin therapy phase, both during hospitalization and in the long term (median follow-up, 652 days; range 2-3460 days). RESULTS: Both hypoglycemia during the initial intravenous insulin therapy phase (observed in 26.5% of patients) and hypoglycemia during the later subcutaneous insulin therapy phase (observed in 52.7% of patients) were associated with long-term mortality. After adjusting for potential confounders, hypoglycemia during the initial intravenous insulin therapy phase remained associated with mortality (hazard ratio 2.10, 95% CI 1.27-3.46, p = 0.004). CONCLUSIONS: Hypoglycemia during hyperosmolar hyperglycemic crises is a marker of long-term mortality, especially when it occurs during the initial intravenous insulin therapy phase.

Metformin and Glucose Concentration as Limiting Factors in Retinal Pigment Epithelial Cell Viability and Proliferation.

Metformin is a well-established drug for the treatment of type 2 diabetes; however, the mechanism of action has not been well described and many aspects of how it truly acts are still unknown. Moreover, regarding in vitro experiments, the glycaemic status when metformin is used is generally not considered, which, added to the suprapharmacological drug concentrations that are commonly employed in research, has resulted in gaps of its mechanism of action. The aim of this study was to determine how glucose and metformin concentrations influence cell culture. Considering that diabetic retinopathy is one of the most common complications of diabetes, a retinal pigment epithelial cell line was selected, and cell viability and proliferation rates were measured at different glucose and metformin concentrations. As expected, glucose concentration by itself positively influenced cell proliferation rates. When the metformin was considered, results were conditioned, as well, by metformin concentration. This conditioning resulted in cell death when high concentrations of metformin were used under physiological concentrations of glucose, while this did not happen when clinically relevant concentrations of metformin were used independently of glucose status. Our study shows the importance of in vitro cell growth conditions when drug effects such as metformin's are being analysed.

Circulating miRNA expression in long-standing type 1 diabetes mellitus.

Type 1 diabetes is a chronic autoimmune disease which results in inefficient regulation of glucose homeostasis and can lead to different vascular comorbidities through life. In this study we aimed to analyse the circulating miRNA expression profile of patients with type 1 diabetes, and with no other associated pathology. For this, fasting plasma was obtained from 85 subjects. Next generation sequencing analysis was firstly performed to identify miRNAs that were differentially expressed between groups (20 patients vs. 10 controls). hsa-miR-1-3p, hsa-miR-200b-3p, hsa-miR-9-5p, and hsa-miR-1200 expression was also measured by Taqman RT-PCR to validate the observed changes (34 patients vs. 21 controls). Finally, through a bioinformatic approach, the main pathways affected by the target genes of these miRNAs were studied. Among the studied miRNAs, hsa-miR-1-3p expression was found significantly increased in patients with type 1 diabetes compared to controls, and positively correlated with glycated haemoglobin levels. Additionally, by using a bioinformatic approach, we could observe that changes in hsa-miR-1-3p directly affect genes involved in vascular development and cardiovascular pathologies. Our results suggest that, circulating hsa-miR-1-3p in plasma, together with glycaemic control, could be used as prognostic biomarkers in type 1 diabetes, helping to prevent the development of vascular complications in these patients.

HUMANISE: Human-Inspired Smart Management, towards a Healthy and Safe Industrial Collaborative Robotics.

The workplace is evolving towards scenarios where humans are acquiring a more active and dynamic role alongside increasingly intelligent machines. Moreover, the active population is ageing and consequently emerging risks could appear due to health disorders of workers, which requires intelligent intervention both for production management and workers' support. In this sense, the innovative and smart systems oriented towards monitoring and regulating workers' well-being will become essential. This work presents HUMANISE, a novel proposal of an intelligent system for risk management, oriented to workers suffering from disease conditions. The developed support system is based on Computer Vision, Machine Learning and Intelligent Agents. Results: The system was applied to a two-arm Cobot scenario during a Learning from Demonstration task for collaborative parts transportation, where risk management is critical. In this environment with a worker suffering from a mental disorder, safety is successfully controlled by means of human/robot coordination, and risk levels are managed through the integration of human/robot behaviour models and worker's models based on the workplace model of the World Health Organization. The results show a promising real-time support tool to coordinate and monitoring these scenarios by integrating workers' health information towards a successful risk management strategy for safe industrial Cobot environments.

Analysis of Fine Motor Skills in Essential Tremor: Combining Neuroimaging and Handwriting Biomarkers for Early Management.

Essential tremor (ET) is a highly prevalent neurological disorder characterized by action-induced tremors involving the hand, voice, head, and/or face. Importantly, hand tremor is present in nearly all forms of ET, resulting in impaired fine motor skills and diminished quality of life. To advance early diagnostic approaches for ET, automated handwriting tasks and magnetic resonance imaging (MRI) offer an opportunity to develop early essential clinical biomarkers. In this study, we present a novel approach for the early clinical diagnosis and monitoring of ET based on integrating handwriting and neuroimaging analysis. We demonstrate how the analysis of fine motor skills, as measured by an automated Archimedes' spiral task, is correlated with neuroimaging biomarkers for ET. Together, we present a novel modeling approach that can serve as a complementary and promising support tool for the clinical diagnosis of ET and a large range of tremors.

Changes in Day/Night Activity in the 6-OHDA-Induced Experimental Model of Parkinson's Disease: Exploring Prodromal Biomarkers.

The search for experimental models mimicking an early stage of Parkinson's disease (PD) before motor manifestations is fundamental in order to explore early signs and get a better prognosis. Interestingly, our previous studies have indicated that 6-hydroxydopamine (6-OHDA) is a suitable model to induce an early degeneration of the nigrostriatal system without any gross motor impairment. Considering our previous findings, we aim to implement a novel system to monitor rats after intrastriatal injection of 6-OHDA to detect and analyze physiological changes underlying prodromal PD. Twenty male Sprague-Dawley rats were unilaterally injected with 6-OHDA (n = 10) or saline solution (n = 10) into the right striatum and placed in enriched environment cages where the activity was monitored. After 2 weeks, the amphetamine test was performed before the sacrifice. Immunohistochemistry was developed for the morphological evaluation and western blot analysis to assess molecular changes. Home-cage monitoring revealed behavioral changes in response to 6-OHDA administration including significant hyperactivity and hypoactivity during the light and dark phase, respectively, turning out in a change of the circadian timing. A preclinical stage of PD was functionally confirmed with the amphetamine test. Moreover, the loss of tyrosine hydroxylase expression was significantly correlated with the motor results, and 6-OHDA induced early proapoptotic events. Our findings provide evidence for a novel prodromal 6-OHDA model following a customized monitoring system that could give insights to detect non-motor deficits and molecular targets to test neuroprotective/neurorestorative agents.

Development of a Semaphore of Anemia: Screening Method Based on Photographic Images of the Ungueal Bed Using a Digital Camera.

Anemia is a disease present worldwide. High prevalence of anemia (43%) is found in the child population and its main long-term effect (slow cognitive development) can remain even if the disease has disappeared. One of the main reasons for the high prevalence of anemia in Peru is the poor screening coverage during the growth of the child due to the parents' fear of infringing pain on their children. We take advantage that anemia produces pallor in the hands, fingers and ungueal bed to develop a semaphore for this disease. This screening tool uses photographic images of the patient's ungueal bed to determine if they have a high, medium or low possibility of having anemia. Sixty people participated in the study and 6 photographic images for each participant's right hand were captured. The images were processed to extract regions of interest from each of the fingernails. Datasets were generated and a neural network was used to predict the risk of anemia. Initial results show that the proposed semaphore of anemia reaches a sensitivity of 0.79 and specificity of 0.91. These results indicate that the semaphore of anemia may be used as a screening method to reduce the number of blood tests and the time of evaluation from 15 minutes (rapid test with portable hemoglobinometer) to 1 minute.

Impact of COVID-19 lockdown on glycemic control in patients with type 1 diabetes.

INTRODUCTION: The COVID-19 pandemic has forced governments to take exceptional measures to minimize its spread, imposing lockdown policies. The aim of this study was to evaluate the impact of lockdown on type 1 diabetes (T1D) glycemic control. MATERIAL AND METHODS: People with T1D using flash glucose monitoring were included. Data from the 14 days before lockdown were compared with data from the last 14 days after 8 weeks of lockdown. RESULTS: A total of 307 patients were included (age 45.8 ± 12.6 years, 50.2% male, diabetes duration 21.1 ± 12.3 years). Only one patient had COVID-19 infection. Mean glucose decreased from 166.89 ± 29.4 to 158.0 ± 29.0 mg/dL and estimated HbA1c declined from 7.4 ± 1.0 to 7.1 ± 1.0% (54 ± 10.9 vs 57 ± 10.9 mmol/mol; p < 0.001). Time in range increased from 57.8 ± 15.8 to 62.46 ± 16.1%. Time in hyperglycemia > 180 mg/dL and >250 mg/dL decreased from 37.3 ± 1.9% to 32.0 ± 17.1% and from 13.0 ± 11.3 to 10.3 ± 10.6%, respectively; (p < 0.001). Time in hypoglycaemia <70 mg/dL increased from 4.9 ± 4.0% to 5.5 ± 4.4% (p < 0.001). No differences in time <54 mg/dl, coefficient of variation (CV%) or number of scans per day were found. CONCLUSION: Despite the limitations of lockdown, glycemic control improved in patients with T1D. These results suggest that having more time for self-management may help improve glycemic control in the short term.

Métodos de diagnóstico y tratamiento actuales de la osteoartritis de la articulación temporomandibular: una revisión de la literatura / Current diagnostic methods and treatment of tmporomandibular joint osteoarthritis: a review of the literature

Este artículo involucra una revisión de los factores etiológicos asociados a la osteoartritis (OA) de la articulación temporomandibular (ATM), así como los hallazgos imagenológicos, los cuales son indispensables para el diagnóstico y la determinación de la etapa de evolución de esta patología. Además, se discuten los métodos de tratamiento invasivos y no invasivos. Los objetivos del presente artículo fueron describir los métodos de diagnóstico y tratamiento más actuales y eficientes para la osteoartritis de la articulación temporomandibular, y determinar la existencia de la correlación clínica e imagenológica en las diferentes etapas de esta patología. A partir de una revisión de la literatura, se encontró que el método de diagnóstico más relevante para la OA de la ATM es la tomografía computarizada de haz cónico (TCHC), por sus múltiples ventajas. El método de tratamiento más eficiente durante la etapa sintomatológica de la enfermedad es la artrocentesis sinergizada con ácido hialurónico o plasma rico en plaquetas. Cabe resaltar que no se encontraron correlaciones directas suficientes entre los cambios óseos y la sintomatología clínica de la OA de ATM empleando la TCHC. (AU)

The objectives of this article were to describe the most current and efficient diagnostic and treatment methods for osteoarthritis of the temporomandibular joint (TMJ) and to determine the correlation of clinical and imaging in the different stages of this pathology. We review the etiological factors associated with osteoarthritis (OA) of the TMJ as well as the imaging findings, which are essential for the diagnosis and determination of the stage of evolution of this pathology. In addition, invasive and noninvasive treatment methods are discussed. Based on review of the literature, the most relevant diagnostic method for OA of the TMJ is conic beam computed tomography (CBCT), due to its multiple advantages. The most efficient treatment method during the symptomatic stage of the disease is arthrocentesis synergized with hyaluronic acid or plateletrich plasma. It was of note that no direct correlation was found between bone changes and the clinical symptomatology of TMJ OA using CBCT. (AU)

Automatic Analysis of Archimedes' Spiral for Characterization of Genetic Essential Tremor Based on Shannon's Entropy and Fractal Dimension.

Among neural disorders related to movement, essential tremor has the highest prevalence; in fact, it is twenty times more common than Parkinson's disease. The drawing of the Archimedes' spiral is the gold standard test to distinguish between both pathologies. The aim of this paper is to select non-linear biomarkers based on the analysis of digital drawings. It belongs to a larger cross study for early diagnosis of essential tremor that also includes genetic information. The proposed automatic analysis system consists in a hybrid solution: Machine Learning paradigms and automatic selection of features based on statistical tests using medical criteria. Moreover, the selected biomarkers comprise not only commonly used linear features (static and dynamic), but also other non-linear ones: Shannon entropy and Fractal Dimension. The results are hopeful, and the developed tool can easily be adapted to users; and taking into account social and economic points of view, it could be very helpful in real complex environments.

[Thin layer agar represents a cost-effective alternative for the rapid diagnosis of multi-drug resistant tuberculosis]. / Agar de capa delgada: Una opción costo-efectiva para el diagnóstico rápido de tuberculosis multirresistente.

OBJECTIVE: Using cost-benefit analysis for comparing the thin-layer agar culture method to the standard multiple proportion method used in diagnosing multidrug-resistant tuberculosis (MDR TB). METHODS: A cost-benefit evaluation of two diagnostic tests was made at the Corporación para Investigaciones Biológicas (CIB) in Medellín, Colombia. RESULTS: 100 patients were evaluated; 10.8% rifampicin resistance and 14.3% isoniazid resistance were found. A computer-based decision tree model was used for cost-effectiveness analysis (Treeage Pro); the thin-layer agar culture method was most cost-effective, having 100% sensitivity, specificity and predictive values for detecting rifampicin and isoniazid resistance. The multiple proportion method value was calculated as being US$ 71 having an average 49 day report time compared to US$ 18 and 14 days for the thin-layer agar culture method. DISCUSSION: New technologies have been developed for diagnosing tuberculosis which are apparently faster and more effective; their operating characteristics must be evaluated as must their effectiveness in terms of cost-benefit. The present study established that using thin-layer agar culture was cheaper, equally effective and could provide results more quickly than the traditional method. This implies that a patient could receive MDR TB treatment more quickly.

Agar de capa delgada: Una opción costo-efectiva para el diagnóstico rápido de tuberculosis multirresistente / Thin layer agar represents a cost-effective alternative for the rapid diagnosis of multi-drug resistant tuberculosis

Objetivo Realizar un análisis de costo efectividad comparando el método de cultivo en agar de capa delgada y el método estándar de proporciones múltiples, utilizados en el diagnóstico de Tuberculosis Multi-drogorresistente (TB MDR). Métodos Estudio de evaluación económica en el cual se evalúan los costos y la efectividad de dos pruebas diagnósticas, ejecutado en la Corporación para Investigaciones Biológicas-CIB en Medellín, Colombia. Resultados Se evaluaron 100 pacientes, encontrando una prevalencia de resistencia a la Rifampicina de 10,8 % y resistencia a Isoniazida de 14,3 %. Se presenta un análisis en términos de costo-efectividad mediante el diseño de un árbol de decisiones (Treeage Pro ®), resultando ser la prueba basada en cultivo en agar de capa delgada más costo-efectiva; con valores de sensibilidad, especificidad y predictivos del 100 % para detectar resistencia a Rifampicina e Isoniazida. El valor del método de las proporciones múltiples fue calculado en US$ 71, con una media de tiempo para ser reportado de 49 días versus US$ 18 y 14 días respectivamente para el cultivo en agar de capa delgada. Discusión Se han desarrollado nuevas tecnologías para el diagnóstico de Tuberculosis, aparentemente más rápidas y efectivas, que deben ser evaluadas no solo en sus características operativas, sino también en términos de costo-efectividad. El presente estudio establece que el empleo de la capa delgada es menos costoso, igualmente efectivo, y puede aportar resultados más rápidamente; cuando se compara con el método tradicional. Esto implica, entre otros aspectos, que el paciente pueda recibir más oportunamente el tratamiento dirigido para TB MDR.

Objective Using cost-benefit analysis for comparing the thin-layer agar culture method to the standard multiple proportion method used in diagnosing multidrug-resistant tuberculosis (MDR TB). Methods A cost-benefit evaluation of two diagnostic tests was made at the Corporación para Investigaciones Biológicas (CIB) in Medellín, Colombia. Results 100 patients were evaluated; 10.8 % rifampicin resistance and 14.3 % isoniazid resistance were found. A computer-based decision tree model was used for cost-effectiveness analysis (Treeage Pro); the thin-layer agar culture method was most cost-effective, having 100 % sensitivity, specificity and predictive values for detecting rifampicin and isoniazid resistance. The multiple proportion method value was calculated as being US$ 71 having an average 49 day report time compared to US$ 18 and 14 days for the thin-layer agar culture method. Discussion New technologies have been developed for diagnosing tuberculosis which are apparently faster and more effective; their operating characteristics must be evaluated as must their effectiveness in terms of cost-benefit. The present study established that using thin-layer agar culture was cheaper, equally effective and could provide results more quickly than the traditional method. This implies that a patient could receive MDR TB treatment more quickly.