Autonomic Nervous System

自主神经系统
  • 文章类型: Journal Article
    概念验证研究的目的是调查心率变异性(HRV)之间的一致性水平,基于EEG的Narcotrend指数作为催眠深度的替代标记,以及整个外科手术过程中吸入麻醉剂七氟醚的最低肺泡浓度(MAC)。这项非盲横断面研究记录了术中HRV,Narcotrend指数,曼海姆大学医学中心使用达芬奇机器人辅助手术系统进行根治性前列腺切除术的31名男性患者的MAC。使用与R包相关的重复测量(rmcorr)计算一致性程度,并使用rmcorr系数(rrm)表示。Narcotrend指数在所有测量中与HRV的时间依赖性参数显着相关,RR间隔均值的标准偏差(SDNN)(rrm=0.2;p<0.001),频率相关参数低频(LF)(rrm=0.09;p=0.04)和低频/高频比(LF/HF比)(rrm=0.11;p=0.002)。MAC与心率变异性的时间依赖性参数显着负相关,SDNN(rrm=-0.28;p<0.001),所有测量值的频率相关参数LF(rrm=-0.06;p<0.001)和LF/HF比率(rrm=-0.18;p<0.001)和Narcotrend指数(rrm=-0.49;p<0.001)。HRV反映了用于监测催眠深度的Narcotrend指数的趋势以及麻醉剂七氟醚对自主神经系统的抑制作用。因此,HRV可以提供有关全身麻醉期间自主神经系统稳态的基本信息。DRKS00024696,3月9日,2021年。
    The aim of the proof-of-concept study is to investigate the level of concordance between the heart rate variability (HRV), the EEG-based Narcotrend Index as a surrogate marker for the depth of hypnosis, and the minimal alveolar concentration (MAC) of the inhalation anesthetic sevoflurane across the entire course of a surgical procedure. This non-blinded cross-sectional study recorded intraoperative HRV, Narcotrend Index, and MAC in 31 male patients during radical prostatectomy using the Da-Vinci robotic-assisted surgical system at Mannheim University Medical Center. The degree of concordance was calculated using repeated measures correlation with the R package (rmcorr) and presented using the rmcorr coefficient (rrm). The Narcotrend Index correlates significantly across all measures with the time-dependent parameter of HRV, the standard deviation of the means of RR intervals (SDNN) (rrm = 0.2; p < 0.001), the frequency-dependent parameters low frequency (LF) (rrm = 0.09; p = 0.04) and the low frequency/high frequency ratio (LF/HF ratio) (rrm = 0.11; p = 0.002). MAC correlated significantly negatively with the time-dependent parameter of heart rate variability, SDNN (rrm = -0.28; p < 0.001), the frequency-dependent parameter LF (rrm = -0.06; p < 0.001) and the LF/HF ratio (rrm = -0.18; p < 0.001) and the Narcotrend Index (rrm = -0.49; p < 0.001) across all measures. HRV mirrors the trend of the Narcotrend Index used to monitor depth of hypnosis and the inhibitory influence of the anesthetic sevoflurane on the autonomic nervous system. Therefore, HRV can provide essential information about the homeostasis of the autonomic nervous system during general anesthesia. DRKS00024696, March 9th, 2021.
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  • 文章类型: Case Reports
    背景:已知脑震荡会导致短暂的自主神经和脑血管失调,通常会恢复;但是,很少有研究关注有广泛脑震荡史的个体。
    方法:该病例是一名26岁的男性,有10次脑震荡史,诊断为双相II型障碍,轻度注意力缺陷多动障碍,和偏头痛/头痛史。该病例服用了丙戊酸和艾司西酞普兰。基于传感器的基线数据在他受伤后六个月内以及受伤后第1-5、10和14天收集。症状报告,心率变异性(HRV),神经血管耦合(NVC),和动态大脑自动调节(dCA)评估是使用许多生物医学设备完成的(即,经颅多普勒超声,三导联心电图,手指光电体积描记术)。
    结果:伤后第一周总症状和症状严重程度评分较高,身体和情绪症状受到的影响最大。NVC反应显示损伤后前三天激活降低,而在脑震荡后的前14天内发生的所有测试访问中,自主神经(HRV)和自动调节(dCA)均受损。
    结论:尽管症状缓解,该病例表现出持续的自主神经和自动调节功能障碍.有必要对具有广泛脑震荡史的个体进行检查的较大样本,以了解通过生物传感设备累积脑震荡后发生的慢性生理变化。
    BACKGROUND: Concussion is known to cause transient autonomic and cerebrovascular dysregulation that generally recovers; however, few studies have focused on individuals with an extensive concussion history.
    METHODS: The case was a 26-year-old male with a history of 10 concussions, diagnosed for bipolar type II disorder, mild attention-deficit hyperactivity disorder, and a history of migraines/headaches. The case was medicated with Valproic Acid and Escitalopram. Sensor-based baseline data were collected within six months of his injury and on days 1-5, 10, and 14 post-injury. Symptom reporting, heart rate variability (HRV), neurovascular coupling (NVC), and dynamic cerebral autoregulation (dCA) assessments were completed using numerous biomedical devices (i.e., transcranial Doppler ultrasound, 3-lead electrocardiography, finger photoplethysmography).
    RESULTS: Total symptom and symptom severity scores were higher for the first-week post-injury, with physical and emotional symptoms being the most impacted. The NVC response showed lowered activation in the first three days post-injury, while autonomic (HRV) and autoregulation (dCA) were impaired across all testing visits occurring in the first 14 days following his concussion.
    CONCLUSIONS: Despite symptom resolution, the case demonstrated ongoing autonomic and autoregulatory dysfunction. Larger samples examining individuals with an extensive history of concussion are warranted to understand the chronic physiological changes that occur following cumulative concussions through biosensing devices.
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  • 文章类型: Journal Article
    实验证据表明,慢性间歇性缺氧(CIH),阻塞性睡眠呼吸暂停(OSA)的主要标志,提高颈动脉体(CB)反应性,从而导致交感神经活动增加,动脉和肺动脉高压,和心血管疾病。增强的循环化学反射,氧化应激,和NO信号传导似乎在啮齿动物对CIH的这些反应中起重要作用。由于豚鼠具有功能低下的CB(即,这是一个自然的CB淘汰赛),在这项研究中,我们将其用作研究CIH对肺血管反应的影响的CB依赖性模型,包括那些由NO介导的,通过将它们与先前在大鼠中描述的进行比较。我们分析了肺动脉压(PAP),缺氧性肺血管收缩(HPV)反应,体内和体外的内皮功能,和血管重塑(内膜-中膜厚度,胶原纤维含量,和血管腔面积)。我们证明了30天的豚鼠暴露于CIH(FiO2,5%持续40秒,30周期/h)诱导肺动脉重塑,但不会改变这些动脉中的内皮功能或对去氧肾上腺素(PE)的收缩反应。相比之下,CIH暴露会增加全身动脉压,并增强对PE的收缩反应,同时减少主动脉中对卡巴胆碱的内皮依赖性血管舒张,而不会引起其重塑。我们得出的结论是,由于所有这些作用都与CB敏化无关,肯定还有其他氧传感器,除了CB之外,具有改变CIH中心脏和血管功能和结构的自主神经控制的能力。
    Experimental evidence suggests that chronic intermittent hypoxia (CIH), a major hallmark of obstructive sleep apnea (OSA), boosts carotid body (CB) responsiveness, thereby causing increased sympathetic activity, arterial and pulmonary hypertension, and cardiovascular disease. An enhanced circulatory chemoreflex, oxidative stress, and NO signaling appear to play important roles in these responses to CIH in rodents. Since the guinea pig has a hypofunctional CB (i.e., it is a natural CB knockout), in this study we used it as a model to investigate the CB dependence of the effects of CIH on pulmonary vascular responses, including those mediated by NO, by comparing them with those previously described in the rat. We have analyzed pulmonary artery pressure (PAP), the hypoxic pulmonary vasoconstriction (HPV) response, endothelial function both in vivo and in vitro, and vascular remodeling (intima-media thickness, collagen fiber content, and vessel lumen area). We demonstrate that 30 days of the exposure of guinea pigs to CIH (FiO2, 5% for 40 s, 30 cycles/h) induces pulmonary artery remodeling but does not alter endothelial function or the contractile response to phenylephrine (PE) in these arteries. In contrast, CIH exposure increased the systemic arterial pressure and enhanced the contractile response to PE while decreasing endothelium-dependent vasorelaxation to carbachol in the aorta without causing its remodeling. We conclude that since all of these effects are independent of CB sensitization, there must be other oxygen sensors, beyond the CB, with the capacity to alter the autonomic control of the heart and vascular function and structure in CIH.
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  • 文章类型: Journal Article
    背景:医护人员(HCWs)在工作中经常面临多种压力源,尤其是那些上夜班的人。经历过痛苦的医护人员可能会发现很难采用压力管理方法,即使他们意识到压力和应对过程的影响。因此,可能需要进行个性化干预,以帮助陷入困境的医护人员弥合压力管理中的"知识-实践"差距,并有效缓解压力症状.
    目的:这项研究的主要目的是比较复杂的交互式多模式干预(CIMI)与自我指导的压力管理干预对陷入困境的HCW的压力症状的影响,以生理(心率变异性)衡量,心理(感知压力,精神痛苦,和主观幸福),和睡眠障碍(疲劳和嗜睡)指标。
    方法:我们进行了非随机,中国2家综合医院的对照研究。这项研究的参与者是245名HCWs,他们至少满足了抑郁症三个维度中的一个,焦虑,和应力量表。所有符合条件的个体都需要完成问卷并佩戴24小时Holter设备,以确定基线和干预后心率变异性指标的压力生理迹象。TheCIMI组接受了为期12周的在线干预,包括4个组成部分-移动压力管理指导,基于网络的微信社交网络,个性化反馈,还有一个护士教练,而对照组仅接受自我指导干预.
    结果:经过12周的干预,与基线水平相比,CIMI组的感知压力量表(PSS)评分显著降低(均差[MD]-5.31,95%CI-6.26至-4.37;P<.001).干预前后PSS评分的变化在CIMI组和对照组之间显示出显着差异(d=-0.64;MD-4.03,95%CI-5.91至-2.14;P<.001),效果是中等的。在生理测量方面,对照组(MD-9.56,95%CI-16.9至-2.2;P=.01)和CIMI组(MD-8.45,95%CI-12.68至-4.22;P<.001)均显示在正常临床范围内正常-正常间期(SDNN)的标准差显著降低;两组间无显著差异(d=0.03;MD1.11,95%CI-7.38~9.59;P=.80)。
    结论:TheCIMI是改善睡眠障碍的有效干预措施,以及部分痛苦的医护人员的心理压力措施。研究结果提供了客观的证据,为开发一种可适应和可访问的移动压力管理干预措施,但其长期影响应在未来的研究中进行研究。
    背景:ClinicalTrials.govNCT05239065;https://clinicaltrials.gov/ct2/show/NCT05239065。
    BACKGROUND: Health care workers (HCWs) frequently face multiple stressors at work, particularly those working night shifts. HCWs who have experienced distress may find it difficult to adopt stress management approaches, even if they are aware of the effects of stress and coping processes. Therefore, an individualized intervention may be required to assist distressed HCWs in bridging the \"knowledge-practice\" gap in stress management and effectively alleviating stress symptoms.
    OBJECTIVE: The main objective of this research was to compare the effects of a complex interactive multimodal intervention (CIMI) to self-guided stress management interventions on stress symptoms of distressed HCWs, as measured by physiological (heart rate variability), psychological (perceived stress, mental distress, and subjective happiness), and sleep disorder (fatigue and sleepiness) indicators.
    METHODS: We conducted a nonrandomized, controlled study in 2 Chinese general hospitals. The participants in this study were 245 HCWs who fulfilled at least 1 of the 3 dimensions on the Depression, Anxiety, and Stress Scale. All eligible individuals were required to complete a questionnaire and wear a 24-hour Holter device to determine the physiological signs of stress as indexed by heart rate variability at both baseline and after the intervention. The CIMI group received a 12-week online intervention with 4 components-mobile stress management instruction, a web-based WeChat social network, personalized feedback, and a nurse coach, whereas the control group simply received a self-guided intervention.
    RESULTS: After a 12-week intervention, the Perceived Stress Scale (PSS) scores reduced significantly in the CIMI group (mean difference [MD] -5.31, 95% CI -6.26 to -4.37; P<.001) compared to the baseline levels. The changes in PSS scores before and after the intervention exhibited a significant difference between the CIMI and control groups (d=-0.64; MD -4.03, 95% CI -5.91 to -2.14; P<.001), and the effect was medium. In terms of physiological measures, both the control group (MD -9.56, 95% CI -16.9 to -2.2; P=.01) and the CIMI group (MD -8.45, 95% CI -12.68 to -4.22; P<.001) demonstrated a significant decrease in the standard deviation of normal-to-normal intervals (SDNN) within the normal clinical range; however, there were no significant differences between the 2 groups (d=0.03; MD 1.11, 95% CI -7.38 to 9.59; P=.80).
    CONCLUSIONS: The CIMI was an effective intervention for improving sleep disorders, as well as parts of the psychological stress measures in distressed HCWs. The findings provide objective evidence for developing a mobile stress management intervention that is adaptable and accessible to distressed HCWs, but its long-term effects should be investigated in future research.
    BACKGROUND: ClinicalTrials.gov NCT05239065; https://clinicaltrials.gov/ct2/show/NCT05239065.
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  • 文章类型: Journal Article
    目的:综合研究健康成年受试者完全睡眠剥夺(TSD)后自主神经系统(ANS)和皮质醇对急性应激源的反应的文献。
    方法:我们根据最新的PRISMA声明进行了系统评价(CRD42022293857)。我们搜索了Medline(通过Ovid),Embase(通过Ovid),PsycINFO(通过Ovid),CINAHL完整数据库和Scopus数据库,没有年份限制,使用与“睡眠剥夺”相关的搜索词,“压力”,“自主神经系统”和“皮质醇”。两名独立团队成员使用预定义的纳入/排除标准来评估资格并提取数据。我们使用RoB2评估随机对照试验中的偏倚风险,和ROBINS-I用于非随机研究。
    结果:16项研究,581名参与者(平均年龄=29±12岁),有资格纳入描述性综合。一半的研究(n=8)在美国进行。最常用的研究设计是随机交叉研究(n=7)和随机对照试验(n=5)。大多数研究使用了一个晚上的TSD(n=13),然后是心理(n=6),身体(n=5)或心理和身体(n=5)急性应激源事件。心率(n=8),皮质醇(n=7)和血压(n=6)是报告最多的结果,而只有一项研究使用了前臂血管电导和前臂血流量。十项研究发现TSD改变了,至少,ANS或皮质醇反应的一个标记。与睡眠控制条件相比,TSD增加了皮质醇水平(n=1),收缩压(n=3),舒张压(n=2),平均动脉压(n=1),和急性应激后的皮肤电活动(n=1)。此外,与睡眠控制相比,TSD减弱皮质醇(n=2),急性应激后的心率(n=1)和收缩压(n=2)反应。然而,在73%的总报告结局中,TSD没有改变ANS或皮质醇对急性应激源的反应。此外,10项RCT研究(62.5%)被列为“一些担忧”,2项RCT研究(12.5%)被列为“高”偏倚风险。此外,一项非随机试验被归类为"中度",三项非随机试验被归类为"严重"偏倚风险.
    结论:健康个体对TSD后急性应激的ANS和皮质醇反应的标志物显示缺乏一致的证据。所包括的研究提供了足够的证据,表明TSD诱导对实验室压力的钝化或夸大的ANS或皮质醇反应,支持“双向多系统反应性假说”。\."看来,对这一现象的全面了解仍然缺乏有力的证据,需要进一步的研究来澄清这些关系。
    OBJECTIVE: To synthesise the literature examining the autonomic nervous system (ANS) and cortisol responses to an acute stressor following total sleep deprivation (TSD) in healthy adult subjects.
    METHODS: We conducted a systematic review (CRD42022293857) following the latest PRISMA statement. We searched Medline (via Ovid), Embase (via Ovid), PsycINFO (via Ovid), CINAHL complete and Scopus databases, without year restriction, using search terms related to \"sleep deprivation\", \"stress\", \"autonomic nervous system\" and \"cortisol\". Two independent team members used pre-defined inclusion/exclusion criteria to assess eligibility and extract data. We used RoB 2 to assess the risk of bias in randomised controlled trials, and ROBINS-I for non-randomised studies.
    RESULTS: Sixteen studies, with 581 participants (mean age = 29 ± 12 years), were eligible for inclusion in the descriptive syntheses. Half of the studies (n = 8) were conducted in the United States of America. The most commonly used study designs were randomised crossover studies (n = 7) and randomised controlled trials (n = 5). Most studies used a single night of TSD (n = 13) which was followed by a psychological (n = 6), physical (n = 5) or psychological and physical (n = 5) acute stressor event. Heart rate (n = 8), cortisol (n = 7) and blood pressure (n =6) were the most reported outcomes, while only a single study used forearm vascular conductance and forearm blood flow. Ten studies found that TSD changed, at least, one marker of ANS or cortisol response. TSD compared with a sleep control condition increased cortisol level (n=1), systolic blood pressure (n=3), diastolic blood pressure (n=2), mean arterial pressure (n=1), and electrodermal activity (n=1) after acute stress. Also, compared with a sleep control, TSD blunted cortisol (n=2), heart rate (n=1) and systolic blood pressure (n=2) responses after acute stress. However, TSD did not change ANS or cortisol responses to acute stressors in 73 % of the total reported outcomes. Furthermore, 10 RCT studies (62.5 %) were assigned as \"some concerns\" and two RCT studies (12.5 %) were attributed \"high\" risk of bias. Additionally, one non-randomised trial was classified as \"moderate\" and three non-randomised trials as \"serious\" risk of bias.
    CONCLUSIONS: The markers of ANS and cortisol responses to acute stress after TSD in healthy individuals reveal a scarcity of consistent evidence. The included studies present enough evidence that TSD induces either blunted or exaggerated ANS or cortisol responses to laboratory stresses supporting the \"bidirectional multi-system reactivity hypothesis.\". It appears that a comprehensive understanding of this phenomenon still lacks robust evidence, and further research is needed to clarify these relationships.
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  • 文章类型: Journal Article
    本研究考察了附件脚本评估(ASA)停用的经验收敛性,过度激活,以及通过成人依恋访谈(AAI)评估的具有概念上对应的依恋模式的异常脚本,以及成人依恋评估过程中ASA维度对自主生理反应性的意义。年轻人(50%男性;法师=19岁;80%白人/欧洲裔美国人)ASA停用,过度激活,异常含量与AAI解雇显著相关(r=.26-.38),全神贯注(r=.31-.35),和未解决的(r=0.37)心态,分别。ASA过度激活和异常含量与RSA对AAI和ASA的反应性增强有关,与预期相一致,这些依恋模式捕捉到了增强负面表达的趋势,创伤经历。ASA失活与对ASA的皮肤电活动的较小增加有关,表明交感神经觉醒收敛较少,个体失活倾向较高,以避免讨论ASA中的依恋主题。
    This study examined the empirical convergence of Attachment Script Assessment (ASA) deactivation, hyperactivation, and anomalous scripts with conceptually corresponding attachment patterns assessed via the Adult Attachment Interview (AAI), and the significance of ASA dimensions for autonomic physiological reactivity during adult attachment assessments. Young adults\' (50% male; Mage = 19 years; 80% White/European American) ASA deactivation, hyperactivation, and anomalous content were significantly associated with AAI dismissing (r = .26-.38), preoccupied (r = .31-.35), and unresolved (r = .37) states of mind, respectively. ASA hyperactivation and anomalous content were associated with heightened RSA reactivity to the AAI and ASA, aligning with expectations that these attachment patterns capture the tendency to heighten expressions of negative, traumatic experiences. ASA deactivation was associated with smaller increases in electrodermal activity to the ASA-indicative of less sympathetic arousal-converging with the tendency of individuals higher in deactivation to avoid discussing attachment themes in the ASA.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    背景:本研究旨在通过评估交感神经皮肤反应(SSR)来探索肌萎缩侧索硬化症(ALS)患者的自主神经系统受累。
    方法:本研究包括35例散发性(ALS)患者,和35名年龄<60岁的健康和性别匹配的参与者(对照)。SSR记录在BangabandhuSheikhMujib医科大学(BSMMU)神经内科的电生理实验室,达卡,孟加拉国。排除患有与周围性或自主神经病变相关的疾病的患者。潜伏期延长(延迟的SSR)或无反应被认为是异常的SSR。
    结果:在17例(48.6%)ALS中发现SSR异常,6例(17.1%)上肢无反应。异常SSR在下肢更为普遍,33例(94.3%)和20例(57.1%)延迟或无反应,分别。相比之下,所有对照参与者的SSR均正常(P值<0.05)。与没有球麻痹的ALS患者相比,异常SSR在下肢明显更常见(P值=0.04)。SSR与疾病严重程度和持续时间无关。
    结论:ALS与异常SSR显著相关,表明自主神经系统受累。ALS患者的延髓麻痹和异常SSR之间也可能存在关联。应进行进一步的研究,以确定异常SSR与疾病严重程度的关系,持续时间,和类型。
    BACKGROUND: This study aimed to explore autonomic nervous system involvement in amyotrophic lateral sclerosis (ALS) patients by evaluating sympathetic skin response (SSR).
    METHODS: The study included 35 sporadic (ALS) patients (cases), and 35 healthy age and sex-matched participants (controls) aged <60 years. SSR was recorded in the electrophysiology lab of the Neurology Department of Bangabandhu Sheikh Mujib Medical University (BSMMU), Dhaka, Bangladesh. Patients with diseases associated with peripheral or autonomic neuropathy were excluded. Prolonged latency (delayed SSR) or an absent response was considered abnormal SSR.
    RESULTS: SSR was found to be abnormal in 17 (48.6 %) ALS cases, with an absent response in the upper limbs of six cases (17.1%). Abnormal SSR was more prevalent in the lower limbs, with 33 (94.3%) and 20 (57.1%) cases having a delayed or absent response, respectively. In comparison, SSR was normal in all control participants (P-value <0.05). Abnormal SSR was significantly more common in the lower limbs of ALS cases with bulbar palsy than those without bulbar palsy (P-value=0.04). There was no association of SSR with disease severity and duration.
    CONCLUSIONS: ALS is significantly associated with abnormal SSR, indicating autonomic nervous system involvement. There could also be an association between bulbar palsy and abnormal SSR among ALS patients. Further studies should be carried out to determine the association of abnormal SSR with disease severity, duration, and type.
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  • 文章类型: Journal Article
    有诵读困难的人,阅读的神经发育障碍,高度适应情感世界。与他们典型的发展中同行相比,患有阅读障碍的儿童表现出更大的自主神经系统反应性和面部行为,以引起情感和同理心的电影剪辑。情感症状,比如焦虑,在有阅读障碍的儿童中也比没有阅读障碍的儿童更常见。这里,我们调查了惊吓反应,情绪和反射的界面上的自动反应,在阅读障碍中升高。我们测量了面部行为,皮肤电反应性(交感神经系统测量)和对100毫秒的反应的情绪体验,在30名阅读障碍儿童和20名没有阅读障碍的比较儿童(7-13岁)中,有105dB意外的声学惊吓任务,性和非语言推理。我们的结果表明,与没有诵读困难的儿童相比,有诵读困难的儿童具有更高的整体面部行为和对听觉惊吓任务的皮肤电反应性。在整个样本中,惊吓期间皮肤电反应性越大,父母报告的焦虑症状就越大.这些发现有助于阅读障碍的情绪反应性增强,并表明交感神经系统反应性增强可能导致该人群中经常出现的焦虑升高。
    People with dyslexia, a neurodevelopmental disorder of reading, are highly attuned to the emotional world. Compared with their typically developing peers, children with dyslexia exhibit greater autonomic nervous system reactivity and facial behaviour to emotion- and empathy-inducing film clips. Affective symptoms, such as anxiety, are also more common in children with dyslexia than in those without. Here, we investigated whether the startle response, an automatic reaction that lies at the interface of emotion and reflex, is elevated in dyslexia. We measured facial behaviour, electrodermal reactivity (a sympathetic nervous system measure) and emotional experience in response to a 100 ms, 105 dB unanticipated acoustic startle task in 30 children with dyslexia and 20 comparison children without dyslexia (aged 7-13) who were matched on age, sex and nonverbal reasoning. Our results indicated that the children with dyslexia had greater total facial behaviour and electrodermal reactivity to the acoustic startle task than the children without dyslexia. Across the sample, greater electrodermal reactivity during the startle predicted greater parent-reported anxiety symptoms. These findings contribute to an emerging picture of heightened emotional reactivity in dyslexia and suggest accentuated sympathetic nervous system reactivity may contribute to the elevated anxiety that is often seen in this population.
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  • 文章类型: Journal Article
    预计到2050年,痴呆症患者的数量将增加两倍,达到1.52亿,其中90%伴有行为和心理症状(BPSD)。躁动是最关键的BPSD之一,可能导致痴呆症患者及其护理人员的生活质量下降。本研究旨在通过分析可穿戴设备的生理和运动数据与观察性躁动措施之间的关系,探索痴呆症患者躁动的客观量化。
    这里提供的数据来自30名痴呆症患者,每个包括1周,按照我们先前发布的多模态数据收集协议收集。这个观测协议有一个横截面重复措施设计,包含来自可穿戴和固定传感器的数据。使用广义线性混合模型来量化来自不同可穿戴传感器模态的数据与躁动之间的关系,特别是运动和言语激动。
    可穿戴数据中的几个特征与激动密切相关,至少p<.05水平(绝对β:0.224-0.753)。此外,根据患者的躁动类型或数据的收集,不同的特征可提供信息.添加具有关键混杂变量的上下文(一天中的时间、运动,和温度)可以更清晰地解释痴呆症患者躁动时的特征差异。
    显示出明显不同的功能,在整个研究人群中,提示烦躁不安时可能会激活自主神经系统。按搅拌类型划分数据时的差异表明需要将来的检测模型来定制所表达的主要搅拌类型。最后,患者特有的特征差异表明需要对患者或组级别的模型进行个性化.这项研究报告的发现既加强又增加了对躁动的基本理解,并可用于驱动对躁动的客观量化。
    UNASSIGNED: The number of people with dementia is expected to triple to 152 million in 2050, with 90% having accompanying behavioral and psychological symptoms (BPSD). Agitation is among the most critical BPSD and can lead to decreased quality of life for people with dementia and their caregivers. This study aims to explore objective quantification of agitation in people with dementia by analyzing the relationships between physiological and movement data from wearables and observational measures of agitation.
    UNASSIGNED: The data presented here is from 30 people with dementia, each included for 1 week, collected following our previously published multimodal data collection protocol. This observational protocol has a cross-sectional repeated measures design, encompassing data from both wearable and fixed sensors. Generalized linear mixed models were used to quantify the relationship between data from different wearable sensor modalities and agitation, as well as motor and verbal agitation specifically.
    UNASSIGNED: Several features from wearable data are significantly associated with agitation, at least the p < .05 level (absolute β: 0.224-0.753). Additionally, different features are informative depending on the agitation type or the patient the data were collected from. Adding context with key confounding variables (time of day, movement, and temperature) allows for a clearer interpretation of feature differences when a person with dementia is agitated.
    UNASSIGNED: The features shown to be significantly different, across the study population, suggest possible autonomic nervous system activation when agitated. Differences when splitting the data by agitation type point toward a need for future detection models to tailor to the primary type of agitation expressed. Finally, patient-specific differences in features indicate a need for patient- or group-level model personalization. The findings reported in this study both reinforce and add to the fundamental understanding of and can be used to drive the objective quantification of agitation.
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