Detection of Sleep-Disordered Breathing in Patients with Spinal Cord Injury Using a Smartphone

被引:4
|
作者
Castillo-Escario, Yolanda [1 ,2 ,3 ]
Kumru, Hatice [4 ,5 ,6 ]
Ferrer-Lluis, Ignasi [1 ,2 ,3 ]
Vidal, Joan [4 ,5 ,6 ]
Jane, Raimon [1 ,2 ,3 ]
机构
[1] Barcelona Inst Sci & Technol BIST, Inst Bioengn Catalonia IBEC, Barcelona 08028, Spain
[2] Univ Politecn Catalunya Barcelona Tech UPC, Dept Automat Control ESAII, Barcelona 08028, Spain
[3] Ctr Invest Biomed Red Bioingn Biomat & Nanomed, Madrid 28029, Spain
[4] Inst Univ Neurorehabilitacio, Fdn Inst Guttmann, Badalona 08916, Spain
[5] Univ Autonoma Barcelona, Bellaterra 08193, Spain
[6] Fundacio Inst Invest & Ciencies Salut German Tria, Badalona 08916, Spain
基金
欧盟地平线“2020”;
关键词
spinal cord injury; sleep-disordered breathing; sleep apnea; sleep position; smartphone; biomedical signal processing; mHealth; monitoring; OXYGEN-SATURATION; NASAL RESISTANCE; APNEA SYNDROME; INDIVIDUALS; SAMPLE; TIME; QUESTIONNAIRE; PREVALENCE; POSITION; PEOPLE;
D O I
10.3390/s21217182
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Patients with spinal cord injury (SCI) have an increased risk of sleep-disordered breathing (SDB), which can lead to serious comorbidities and impact patients' recovery and quality of life. However, sleep tests are rarely performed on SCI patients, given their multiple health needs and the cost and complexity of diagnostic equipment. The objective of this study was to use a novel smartphone system as a simple non-invasive tool to monitor SDB in SCI patients. We recorded pulse oximetry, acoustic, and accelerometer data using a smartphone during overnight tests in 19 SCI patients and 19 able-bodied controls. Then, we analyzed these signals with automatic algorithms to detect desaturation, apnea, and hypopnea events and monitor sleep position. The apnea-hypopnea index (AHI) was significantly higher in SCI patients than controls (25 & PLUSMN; 15 vs. 9 & PLUSMN; 7, p < 0.001). We found that 63% of SCI patients had moderate-to-severe SDB (AHI & GE; 15) in contrast to 21% of control subjects. Most SCI patients slept predominantly in supine position, but an increased occurrence of events in supine position was only observed for eight patients. This study highlights the problem of SDB in SCI and provides simple cost-effective sleep monitoring tools to facilitate the detection, understanding, and management of SDB in SCI patients.
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收藏
页数:19
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