Limbix Health Inc, San Francisco, CA, United States.
Big Health Inc, San Francisco, CA, United States.
J Med Internet Res. 2024 Feb 7;26:e48467. doi: 10.2196/48467.
Adolescent depression is a significant public health concern; however, access to effective mental health care is limited. Digital therapeutics (DTx) can improve access to evidence-based interventions; however, their efficacy in adolescents is sparsely documented.
This study aims to examine the efficacy of a mobile app DTx versus an active control as an adjunct treatment for adolescent depression symptoms.
An internet-based open-label randomized control trial was conducted nationwide with a partial crossover design, and 168 adolescents aged 13 to 21 years with symptoms of depression were recruited between November 2020 and September 2021. Participants were randomized (1:1) to the cognitive behavioral therapy-based treatment app (Spark) or to a psychoeducational control app (control), which they would use for a duration of 5 weeks. The primary outcome was a between-group (Spark vs control) difference in the change in depression symptoms from baseline to postintervention, as measured by the Patient Health Questionnaire-8 (PHQ-8) using a linear mixed-effects analysis. The PHQ-8 ranges from 0 to 24, with scores of 5 to 9 indicating mild depression symptoms, scores of 10 to 14 indicating moderate symptoms, scores of 15 to 19 indicating moderately severe symptoms, and scores of 20 to 24 indicating severe symptoms. A minimal clinically important difference (5-point reduction between baseline and postintervention) in the Spark arm and group differences in remission and treatment response rates based on the PHQ-8 at postintervention were also investigated.
A total of 160 participants were randomized, 80 in the Spark arm (mean age 16.89, SD 2.5 y) and 80 in the control arm (mean age 16.79, SD 2.59 y). Data from 121 participants (Spark: n=63; control: n=58) with moderate to severe (PHQ-8≥10) symptoms at baseline were included in the primary analyses following a modified intention-to-treat principle. A linear mixed-effect analysis revealed a nonsignificant difference between the study arms in depression symptom change over the intervention period. The Spark arm met a minimal clinically important difference threshold (mean -5.08, 95% CI -6.72 to -3.42). The remission rate in the Spark arm was significantly higher than that in the control arm (11/63, 17% vs 2/58, 3%; χ=6.2; P=.01; false discovery rate-adjusted P=.03). The treatment response rates were not significantly different between the study arms (P=.07; false discovery rate-adjusted P=.16). Post hoc analyses including participants with mild to severe (PHQ-8 score ≥5) symptoms at baseline revealed promising evidence that Spark is effective in those with mild to severe symptoms.
There is initial evidence that a self-guided, cognitive behavioral therapy-based DTx intervention may effectively treat mild to severe depression symptoms in adolescents. DTx may improve access to mental health care for adolescents or serve as an important adjunct to the standard of care.
ClinicalTrials.gov NCT04524598; https://clinicaltrials.gov/study/NCT04524598.
青少年抑郁症是一个重大的公共卫生问题;然而,获得有效的心理健康护理的机会有限。数字疗法(DTx)可以改善获得基于证据的干预措施的机会;然而,其在青少年中的疗效记录甚少。
本研究旨在研究一款移动应用 DTx 与一种积极对照相比,作为青少年抑郁症状的辅助治疗的疗效。
这是一项在全国范围内进行的基于互联网的开放标签随机对照试验,采用部分交叉设计,于 2020 年 11 月至 2021 年 9 月期间招募了 168 名年龄在 13 至 21 岁之间、有抑郁症状的青少年。参与者按照 1:1 的比例随机(Spark 治疗应用程序[组]或心理教育对照应用程序[对照组]),分别使用 5 周。主要结局是基于线性混合效应分析,使用患者健康问卷-8(PHQ-8)评估从基线到干预后,Spark 组和对照组之间的抑郁症状变化的组间差异。PHQ-8 的范围从 0 到 24,分数为 5 到 9 表示轻度抑郁症状,分数为 10 到 14 表示中度症状,分数为 15 到 19 表示中度严重症状,分数为 20 到 24 表示严重症状。还研究了 Spark 臂中的最小临床重要差异(基线和干预后 5 分的降低)以及基于 PHQ-8 的缓解和治疗反应率的组间差异。
共有 160 名参与者被随机分配到 Spark 臂(平均年龄 16.89,SD 2.5 y)和对照组(平均年龄 16.79,SD 2.59 y)。共有 121 名(Spark:n=63;对照组:n=58)基线时有中度至重度(PHQ-8≥10)症状的参与者按照改良意向治疗原则纳入主要分析。线性混合效应分析显示,在干预期间,研究臂之间的抑郁症状变化无显著差异。Spark 臂达到了最小临床重要差异阈值(平均-5.08,95%CI-6.72 至-3.42)。Spark 臂的缓解率显著高于对照组(11/63,17%比 2/58,3%;χ=6.2;P=.01;虚假发现率调整后 P=.03)。研究臂之间的治疗反应率没有显著差异(P=.07;虚假发现率调整后 P=.16)。包括基线时有轻度至重度(PHQ-8 评分≥5)症状的参与者在内的事后分析显示,Spark 对轻度至重度症状的青少年可能是有效的。
有初步证据表明,一种自我指导的、基于认知行为疗法的 DTx 干预措施可能有效地治疗青少年的轻度至重度抑郁症状。DTx 可以改善青少年获得心理健康护理的机会,或作为标准护理的重要补充。
ClinicalTrials.gov NCT04524598;https://clinicaltrials.gov/study/NCT04524598。