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Evaluation of Hypoglycaemia with Non-Invasive Sensors in People with Type 1 Diabetes and Impaired Awareness of Hypoglycaemia

机译:使用非侵入性传感器对1型糖尿病和低血糖意识受损的人进行低血糖评估

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摘要

People with type 1 diabetes and impaired awareness of hypoglycaemia (IAH) are prone to severe hypoglycaemia. Previous attempts to develop non-invasive hypoglycaemia alarm systems have shown promising results, but it is not known if such alarms can detect severe hypoglycaemia in people with IAH. We aimed to explore whether a combination of non-invasive sensors could reliably evaluate hypoglycaemia (plasma glucose (PG) minimum 2.5 mmol/L) in people with IAH. Twenty participants with type 1 diabetes and IAH underwent randomly ordered, single blinded hyperinsulinemic euglycaemic and hyperinsulinemic hypoglycaemic clamps. Sweating, skin temperature, ECG, counterregulatory hormones and symptoms of hypoglycaemia were assessed. Overall, we were not able to detect clamp-induced hypoglycaemia with sufficient sensitivity and specificity for further clinical use. As a post-hoc analysis, we stratified participants according to their ability to identify hypoglycaemic symptoms during hypoglycaemic clamps. Five out of 20 participants could identify such symptoms. These participants had a significantly higher adrenaline response to hypoglycaemia (p < 0.001) and were reliably identified by sensors. Based on our observations, a non-invasive alarm system based on measurement of sweating responses and ECG changes during hypoglycaemia might provide an alert at a plasma glucose concentration around 2.5 mmol/L if an adequate sympatho-adrenal reaction is elicited.
机译:1型糖尿病和低血糖(IAH)意识受损的人容易出现严重的低血糖症。先前开发非侵入性低血糖警报系统的尝试已显示出令人鼓舞的结果,但尚不清楚这种警报是否可以检测出IAH患者的严重低血糖症。我们的目的是探讨无创传感器的组合能否可靠地评估IAH患者的低血糖(血浆葡萄糖(PG)最低2.5 mmol / L)。 20名1型糖尿病和IAH参与者随机接受了单盲,高胰岛素正常血糖和高血糖低血糖钳夹治疗。评估出汗,皮肤温度,心电图,反调节激素和低血糖症状。总体而言,我们无法以足够的灵敏度和特异性检测出钳夹型低血糖症,无法进一步用于临床。作为事后分析,我们根据参加者在降血糖钳中识别降血糖症状的能力进行分层。 20名参与者中有5名可以识别出这种症状。这些参与者对低血糖的肾上腺素反应显着较高(p <0.001),并且通过传感器可靠地识别出来。根据我们的观察,如果引起足够的交感肾上腺反应,基于低血糖期间出汗反应和心电图变化的无创警报系统可能会在血浆葡萄糖浓度约为2.5 mmol / L时发出警报。

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