Lejk Agnieszka, Chrzanowski Jędrzej, Cieślak Adrianna, Fendler Wojciech, Myśliwiec Małgorzata
Department of Paediatrics, Diabetology and Endocrinology, Medical University of Gdańsk, 80-210 Gdańsk, Poland.
Department of Biostatistics and Translational Medicine, Medical University of Lodz, 92-215 Lodz, Poland.
Nutrients. 2021 Oct 27;13(11):3815. doi: 10.3390/nu13113815.
Unhealthy eating habits are associated with obesity, metabolic syndrome, and increased insulin resistance in young patients with type 1 diabetes mellitus (T1DM), and may impact the possible benefit from dietary interventions on glycaemic control. This study determines how nutritional patterns influence the quality of dietary intervention with a 30% or 50% carbohydrate diet in terms of glycaemic control measured with continuous glucose monitoring (CGM). Eating habits were obtained with a frequency-of-consumption questionnaire (FFQ-6) before the diet assessment. Altogether, we collected CGM and FFQ-6 data from 30 children (16 boys and 14 girls aged 10-17 years) with T1DM subjected to two consecutive 3-day nutritional plans. From these, 23 patients met the CGM data quality criteria for further analysis. Furthermore, high accuracy achieved in training (95.65%) and V-fold cross-validation (81.67%) suggest a significant impact of food habits in response to introduced nutritional changes. Patients who consumed more vegetables or grains (>4 times per day), more wheat products (>once per day), fewer fats (<1.5 times per day), and ranked fruit juice as the most common selection in the drinks category achieved glycaemic control more often after the introduction of a 30% carbohydrate diet, as opposed to those with different dietary patterns, whose glycaemic control was negatively impacted after switching to this diet. Additionally, the 50% carbohydrate diet was safe for all patients in the context of glycaemic control.
不健康的饮食习惯与1型糖尿病(T1DM)年轻患者的肥胖、代谢综合征及胰岛素抵抗增加相关,可能会影响饮食干预对血糖控制的潜在益处。本研究通过连续血糖监测(CGM)测定血糖控制情况,确定营养模式如何影响采用30%或50%碳水化合物饮食的饮食干预质量。在进行饮食评估前,通过食物消费频率问卷(FFQ-6)获取饮食习惯信息。我们共收集了30名患有T1DM的儿童(16名男孩和14名女孩,年龄10-17岁)的CGM和FFQ-6数据,这些儿童接受了两个连续3天的营养计划。其中,23名患者的CGM数据质量符合进一步分析的标准。此外,训练(95.65%)和V折交叉验证(81.67%)所达到的高精度表明饮食习惯对引入的营养变化反应有显著影响。摄入更多蔬菜或谷物(每天>4次)、更多小麦制品(每天>1次)、更少脂肪(每天<1.5次)且将果汁列为饮料类别中最常选择的患者,在采用30%碳水化合物饮食后更常实现血糖控制,而饮食模式不同的患者在改用这种饮食后血糖控制受到负面影响。此外,在血糖控制方面,50%碳水化合物饮食对所有患者都是安全的。