Nicholas R Lenze, Dania Alazawi, Meghan Dailey, Christopher Brown, Paul T Hoff, Cathy A Goldstein
{"title":"评价舌下神经刺激器长期使用和长期依从性的变化。","authors":"Nicholas R Lenze, Dania Alazawi, Meghan Dailey, Christopher Brown, Paul T Hoff, Cathy A Goldstein","doi":"10.1007/s11325-025-03415-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>Evaluate patient phenotypes and longitudinal patterns of hypoglossal nerve stimulator (HGNS) use and identify predictors of long-term HGNS adherence.</p><p><strong>Methods: </strong>Patients who underwent HGNS implantation for obstructive sleep apnea (OSA) from 2017 to 2023 and had available data through 9 months post-device activation were included. Adherence rate was defined as percentage of patients using the device for at least 4 h for 70% of nights. Repeated measures ANOVA and Cochran's Q tests were used to analyze changes in HGNS use over time. A k-means clustering analysis was used to identify HGNS user subgroups with shared characteristics and associations with HGNS use.</p><p><strong>Results: </strong>A total of 59 patients were included, with a mean (SD) age of 62.7 (11.2) years, mean (SD) body mass index of 28.5 kg/m2 (3.2), and an average pre-operative apnea-hypopnea index (AHI) of 38.7 events/hour; the majority were male (78%) and White (98.3%). Patients used their HGNS devices on average for 81.1% of nights (SD 23.5%) and 362 min/night (SD 115), with 0.96 (SD 1.4) pauses/night at 9 months post-activation. The mean percentage of nights and the time/night used decreased significantly over the first 9 months (p < 0.001 for both), while pauses/night increased (p = 0.008). The estimated adherence rate was 52.5% at 9 months. The cluster analysis revealed subgroups with shared characteristics; however, clusters were not associated with HGNS use.</p><p><strong>Conclusions: </strong>HGNS use appears to decrease over the first nine months after activation. Additional research is warranted to investigate drivers of HGNS use decrement. Given lack of a standardized definition for adherence, future studies should report more granular HGNS use metrics to facilitate comparison across studies.</p>","PeriodicalId":520777,"journal":{"name":"Sleep & breathing = Schlaf & Atmung","volume":"29 4","pages":"249"},"PeriodicalIF":2.0000,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12274142/pdf/","citationCount":"0","resultStr":"{\"title\":\"Evaluating changes in hypoglossal nerve stimulator use over time and long-term adherence.\",\"authors\":\"Nicholas R Lenze, Dania Alazawi, Meghan Dailey, Christopher Brown, Paul T Hoff, Cathy A Goldstein\",\"doi\":\"10.1007/s11325-025-03415-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>Evaluate patient phenotypes and longitudinal patterns of hypoglossal nerve stimulator (HGNS) use and identify predictors of long-term HGNS adherence.</p><p><strong>Methods: </strong>Patients who underwent HGNS implantation for obstructive sleep apnea (OSA) from 2017 to 2023 and had available data through 9 months post-device activation were included. Adherence rate was defined as percentage of patients using the device for at least 4 h for 70% of nights. Repeated measures ANOVA and Cochran's Q tests were used to analyze changes in HGNS use over time. A k-means clustering analysis was used to identify HGNS user subgroups with shared characteristics and associations with HGNS use.</p><p><strong>Results: </strong>A total of 59 patients were included, with a mean (SD) age of 62.7 (11.2) years, mean (SD) body mass index of 28.5 kg/m2 (3.2), and an average pre-operative apnea-hypopnea index (AHI) of 38.7 events/hour; the majority were male (78%) and White (98.3%). Patients used their HGNS devices on average for 81.1% of nights (SD 23.5%) and 362 min/night (SD 115), with 0.96 (SD 1.4) pauses/night at 9 months post-activation. The mean percentage of nights and the time/night used decreased significantly over the first 9 months (p < 0.001 for both), while pauses/night increased (p = 0.008). The estimated adherence rate was 52.5% at 9 months. The cluster analysis revealed subgroups with shared characteristics; however, clusters were not associated with HGNS use.</p><p><strong>Conclusions: </strong>HGNS use appears to decrease over the first nine months after activation. Additional research is warranted to investigate drivers of HGNS use decrement. Given lack of a standardized definition for adherence, future studies should report more granular HGNS use metrics to facilitate comparison across studies.</p>\",\"PeriodicalId\":520777,\"journal\":{\"name\":\"Sleep & breathing = Schlaf & Atmung\",\"volume\":\"29 4\",\"pages\":\"249\"},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2025-07-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12274142/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sleep & breathing = Schlaf & Atmung\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s11325-025-03415-y\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sleep & breathing = Schlaf & Atmung","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s11325-025-03415-y","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Evaluating changes in hypoglossal nerve stimulator use over time and long-term adherence.
Purpose: Evaluate patient phenotypes and longitudinal patterns of hypoglossal nerve stimulator (HGNS) use and identify predictors of long-term HGNS adherence.
Methods: Patients who underwent HGNS implantation for obstructive sleep apnea (OSA) from 2017 to 2023 and had available data through 9 months post-device activation were included. Adherence rate was defined as percentage of patients using the device for at least 4 h for 70% of nights. Repeated measures ANOVA and Cochran's Q tests were used to analyze changes in HGNS use over time. A k-means clustering analysis was used to identify HGNS user subgroups with shared characteristics and associations with HGNS use.
Results: A total of 59 patients were included, with a mean (SD) age of 62.7 (11.2) years, mean (SD) body mass index of 28.5 kg/m2 (3.2), and an average pre-operative apnea-hypopnea index (AHI) of 38.7 events/hour; the majority were male (78%) and White (98.3%). Patients used their HGNS devices on average for 81.1% of nights (SD 23.5%) and 362 min/night (SD 115), with 0.96 (SD 1.4) pauses/night at 9 months post-activation. The mean percentage of nights and the time/night used decreased significantly over the first 9 months (p < 0.001 for both), while pauses/night increased (p = 0.008). The estimated adherence rate was 52.5% at 9 months. The cluster analysis revealed subgroups with shared characteristics; however, clusters were not associated with HGNS use.
Conclusions: HGNS use appears to decrease over the first nine months after activation. Additional research is warranted to investigate drivers of HGNS use decrement. Given lack of a standardized definition for adherence, future studies should report more granular HGNS use metrics to facilitate comparison across studies.