Evaluating the influence of sleep quality and quantity on glycemic control in adults with type 1 diabetes

被引:7
作者
Botella-Serrano, Marta [1 ]
Velasco, Jose Manuel [2 ]
Sanchez-Sanchez, Almudena [3 ]
Garnica, Oscar [2 ]
Hidalgo, J. Ignacio [2 ]
机构
[1] Hosp Univ Principe Asturias, Endocrinol & Nutr Serv, Madrid, Spain
[2] Univ Complutense Madrid, Comp Architecture & Automat Dept, Madrid, Spain
[3] Univ Distancia Madrid, Educ Dept, Madrid, Spain
来源
FRONTIERS IN ENDOCRINOLOGY | 2023年 / 14卷
关键词
sleep structure; glycemic control; clustering techniques; glucose behavior prediction; statistical analysis; GLUCOSE; ARCHITECTURE; DURATION; IMPACT;
D O I
10.3389/fendo.2023.998881
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
BackgroundSleep quality disturbances are frequent in adults with type 1 diabetes. However, the possible influence of sleep problems on glycemic variability has yet to be studied in depth. This study aims to assess the influence of sleep quality on glycemic control. Materials and methodsAn observational study of 25 adults with type 1 diabetes, with simultaneous recording, for 14 days, of continuous glucose monitoring (Abbott FreeStyle Libre system) and a sleep study by wrist actigraphy (Fitbit Ionic device). The study analyzes, using artificial intelligence techniques, the relationship between the quality and structure of sleep with time in normo-, hypo-, and hyperglycemia ranges and with glycemic variability. The patients were also studied as a group, comparing patients with good and poor sleep quality. ResultsA total of 243 days/nights were analyzed, of which 77% (n = 189) were categorized as poor quality and 33% (n = 54) as good quality. Linear regression methods were used to find a correlation (r =0.8) between the variability of sleep efficiency and the variability of mean blood glucose. With clustering techniques, patients were grouped according to their sleep structure (characterizing this structure by the number of transitions between the different sleep phases). These clusters showed a relationship between time in range and sleep structure. ConclusionsThis study suggests that poor sleep quality is associated with lower time in range and greater glycemic variability, so improving sleep quality in patients with type 1 diabetes could improve their glycemic control.
引用
收藏
页数:14
相关论文
共 44 条
  • [1] Abdi H., 2007, Encyclopedia of measurement and statistitcs: Z-scores, V3
  • [2] 4. Comprehensive Medical Evaluation and Assessment of Comorbidities: Standards of Medical Care in Diabetes-2022
    American Diabetes Association Professional Practice Committee
    [J]. DIABETES CARE, 2022, 45 : S46 - S59
  • [3] When to use the Bonferroni correction
    Armstrong, Richard A.
    [J]. OPHTHALMIC AND PHYSIOLOGICAL OPTICS, 2014, 34 (05) : 502 - 508
  • [4] Beel J., 2017, P ICONFERENCE 2017
  • [5] High prevalence of obstructive sleep apnoea syndrome in a Type 1 diabetic adult population: a pilot study
    Borel, A. -L.
    Benhamou, P. -Y.
    Baguet, J. -P.
    Halimi, S.
    Levy, P.
    Mallion, J. -M.
    Pepin, J. -L.
    [J]. DIABETIC MEDICINE, 2010, 27 (11) : 1329 - 1329
  • [6] Short Sleep Duration Measured by Wrist Actimetry Is Associated With Deteriorated Glycemic Control in Type 1 Diabetes
    Borel, Anne-Laure
    Pepin, Jean-Louis
    Nasse, Laure
    Baguet, Jean-Philippe
    Netter, Sophie
    Benhamou, Pierre-Yves
    [J]. DIABETES CARE, 2013, 36 (10) : 2902 - 2908
  • [7] Sleep quality and glycaemic variability in a real-life setting in adults with type 1 diabetes
    Brandt, Rachel
    Park, Minsun
    Wroblewski, Kristen
    Quinn, Lauretta
    Tasali, Esra
    Cinar, Ali
    [J]. DIABETOLOGIA, 2021, 64 (10) : 2159 - 2169
  • [8] Higher sleep variability is associated with poorer glycaemic control in patients with type 1 diabetes
    Chontong, Sasipas
    Saetung, Sunee
    Reutrakul, Sirimon
    [J]. JOURNAL OF SLEEP RESEARCH, 2016, 25 (04) : 438 - 444
  • [9] Contador Sergio, 2022, CRAN, DOI 10.32614/CRAN.package.gluvarpro
  • [10] Dag O, 2018, R J, V10, P175