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边缘型人格障碍、双相情感障碍及健康对照人群中情绪与诊断的数字通信生物标志物

Digital Communication Biomarkers of Mood and Diagnosis in Borderline Personality Disorder, Bipolar Disorder, and Healthy Control Populations.

作者信息

Gillett George, McGowan Niall M, Palmius Niclas, Bilderbeck Amy C, Goodwin Guy M, Saunders Kate E A

机构信息

Oxford University Clinical Academic Graduate School, John Radcliffe Hospital, The Cairns Library IT Corridor Level 3, Oxford, United Kingdom.

Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, United Kingdom.

出版信息

Front Psychiatry. 2021 Apr 8;12:610457. doi: 10.3389/fpsyt.2021.610457. eCollection 2021.

Abstract

Remote monitoring and digital phenotyping harbor potential to aid clinical diagnosis, predict episode course and recognize early signs of mental health crises. Digital communication metrics, such as phone call and short message service (SMS) use may represent novel biomarkers of mood and diagnosis in Bipolar Disorder (BD) and Borderline Personality Disorder (BPD). BD ( = 17), BPD ( = 17) and Healthy Control (HC, = 21) participants used a smartphone application which monitored phone calls and SMS messaging, alongside self-reported mood. Linear mixed-effects regression models were used to assess the association between digital communications and mood symptoms, mood state, trait-impulsivity, diagnosis and the interaction effect between mood and diagnosis. Transdiagnostically, self-rated manic symptoms and manic state were positively associated with total and outgoing call frequency and cumulative total, incoming and outgoing call duration. Manic symptoms were also associated with total and outgoing SMS frequency. Transdiagnostic depressive symptoms were associated with increased mean incoming call duration. For the different diagnostic groups, BD was associated with increased total call frequency and BPD with increased total and outgoing SMS frequency and length compared to HC. Depression in BD, but not BPD, was associated with decreased total and outgoing call frequency, mean total and outgoing call duration and total and outgoing SMS frequency. Finally, trait-impulsivity was positively associated with total call frequency, total and outgoing SMS frequency and cumulative total and outgoing SMS length. These results identify a general increase in phone call and SMS communications associated with self-reported manic symptoms and a diagnosis-moderated decrease in communications associated with depression in BD, but not BPD, participants. These findings may inform the development of clinical tools to aid diagnosis and remote symptom monitoring, as well as informing understanding of differential psychopathologies in BD and BPD.

摘要

远程监测和数字表型分析有助于临床诊断、预测发作过程并识别心理健康危机的早期迹象。诸如通话和短信服务(SMS)使用等数字通信指标可能代表双相情感障碍(BD)和边缘型人格障碍(BPD)中情绪和诊断的新型生物标志物。17名BD患者、17名BPD患者和21名健康对照(HC)参与者使用了一款智能手机应用程序,该程序可监测通话和短信,并结合自我报告的情绪。采用线性混合效应回归模型来评估数字通信与情绪症状、情绪状态、特质冲动性、诊断之间的关联,以及情绪与诊断之间的交互作用。跨诊断来看,自评躁狂症状和躁狂状态与总通话频率、呼出通话频率以及累计总通话时长、呼入和呼出通话时长呈正相关。躁狂症状也与总短信频率和呼出短信频率相关。跨诊断的抑郁症状与平均呼入通话时长增加有关。对于不同诊断组,与HC相比,BD患者的总通话频率增加,BPD患者的总短信频率和长度以及呼出短信频率和长度增加。BD患者的抑郁与总通话频率和呼出通话频率降低、平均总通话时长和呼出通话时长降低以及总短信频率和呼出短信频率降低有关,但BPD患者并非如此。最后,特质冲动性与总通话频率、总短信频率和呼出短信频率以及累计总呼出短信长度呈正相关。这些结果表明,与自我报告的躁狂症状相关的通话和短信通信普遍增加,而在BD患者(而非BPD患者)中,与抑郁相关的通信存在诊断调节性减少。这些发现可能为辅助诊断和远程症状监测的临床工具的开发提供信息,同时也有助于理解BD和BPD中的不同精神病理学。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f231/8060643/741399a5d625/fpsyt-12-610457-g0001.jpg

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