N-of-1

N - of - 1
  • 文章类型: Journal Article
    目的:测试远程提供的干预措施的有效性和可行性,以增加中老年人的身体活动(步行)。
    方法:本研究采用个性化(N-of-1)试验设计。
    方法:这项研究于2021年11月至2022年2月在主要的医疗保健系统中进行。
    方法:60名成年人(45-75岁,92%女性,80%的白人)被招募。
    方法:一项为期10周的研究,包括2周的基线,接下来是四个为期两周的时间段,其中四种行为改变技术(BCT)-自我监测,目标设定,行动计划,和反馈-以随机顺序一次传递一个。
    方法:活动由Fitbit测量,和通过电子邮件/文本传递的干预组件。比较基线和干预之间的平均每日步数。参与者完成了来自系统可用性量表的满意度项目,并报告了对个性化试验的态度和意见。
    结果:参与者将个性化试验组件评为可行和可接受。基线和干预之间的步骤变化不显著,但是治疗效果存在很大的异质性,提示一些参与者显著增加步行,而另一些则显著减少。
    结论:我们的干预措施被广泛接受,但单独使用BCT并没有导致步骤的显着增加。治疗效果的可行性和异质性支持采用个性化试验方法来优化干预结果。
    OBJECTIVE: To test the effectiveness and feasibility of a remotely delivered intervention to increase physical activity (walking) in middle-aged and older adults.
    METHODS: This study used a personalized (N-of-1) trial design.
    METHODS: This study took place at a major healthcare system from November 2021 to February 2022.
    METHODS: Sixty adults (45-75 years, 92% female, 80% white) were recruited.
    METHODS: A 10-week study comprising a 2-week baseline, followed by four 2-week periods where four behavior change techniques (BCTs) - self-monitoring, goal setting, action planning, and feedback - were delivered one at a time in random order.
    METHODS: Activity was measured by a Fitbit, and intervention components delivered by email/text. Average daily steps were compared between baseline and intervention. Participants completed satisfaction items derived from the System Usability Scale and reported attitudes and opinions about personalized trials.
    RESULTS: Participants rated personalized trial components as feasible and acceptable. Changes in steps between baseline and intervention were not significant, but a large heterogeneity of treatment effects existed, suggesting some participants significantly increased walking while others significantly decreased.
    CONCLUSIONS: Our intervention was well-accepted but use of BCTs delivered individually did not result in a significant increase in steps. Feasibility and heterogeneity of treatment effects support adopting a personalized trial approach to optimize intervention results.
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  • 文章类型: Journal Article
    开发治疗罕见疾病的疗法的过程充满了资金,监管,和后勤挑战限制了我们建立有效治疗的能力。最近,一种称为反义疗法的新型疗法显示出治疗罕见疾病的巨大潜力,特别是通过单患者N-of-1试验。最近已经开发了几种针对罕见疾病的N-of-1反义疗法,包括具有里程碑意义的milasen研究.为了响应N-of-1反义疗法的成功,美国食品和药物管理局(FDA)专门为开发治疗N-of-1罕见疾病的反义疗法制定了独特的指南.这一政策变化为未来的治疗发展奠定了坚实的基础,并解决了以前阻碍罕见疾病治疗发展的一些主要限制。
    The process of developing therapies to treat rare diseases is fraught with financial, regulatory, and logistical challenges that have limited our ability to build effective treatments. Recently, a novel type of therapy called antisense therapy has shown immense potential for the treatment of rare diseases, particularly through single-patient N-of-1 trials. Several N-of-1 antisense therapies have been developed recently for rare diseases, including the landmark study of milasen. In response to the success of N-of-1 antisense therapy, the Food and Drug Administration (FDA) has developed unique guidelines specifically for the development of antisense therapy to treat N-of-1 rare diseases. This policy change establishes a strong foundation for future therapy development and addresses some of the major limitations that previously hindered the development of therapies for rare diseases.
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  • 文章类型: Journal Article
    背景:进行n-of-1试验以优化个体患者的健康技术评估。他们涉及一名患者接受治疗,介入和控制,在设定的时间段内连续,其顺序是随机决定的。尽管在医学研究中进行了n-1试验,但可以说它们具有更频繁地进行的效用。我们承担了美国国立卫生研究院(NIHR)委托DIAMOND(开发用于极低量治疗的n-of-1试验的通用方法)项目,以开发关键点,以帮助临床医生和研究人员设计和进行n-of-1试验。
    方法:关键点是通过举办利益相关者研讨会来开发的,接下来是研究团队内部的讨论,然后是利益相关者的传播和反馈事件。利益相关者研讨会寻求获得各种利益相关者的观点(包括临床医生,研究人员和患者代表)关于n-of-1试验的设计和使用。研究小组之间进行了讨论,以反思研讨会并起草要点。最后,研讨会的利益攸关方应邀参加了一次传播和反馈会议,会上介绍了拟议的要点,并获得了他们的反馈。
    结果:根据研讨会的见解和随后的讨论,制定了一组22个关键点。他们提供关于n-of-1试验何时可能是可行或适当的研究设计的指导,并讨论n-of-1试验设计中涉及的关键决定。包括确定适当的治疗周期和周期数,比较器的选择,推荐的随机化和致盲方法,冲洗期的使用和分析方法。
    结论:该项目开发的关键点将支持临床研究人员在设计n-of-1试验时了解关键考虑因素。希望他们将支持研究设计的更广泛实施。
    BACKGROUND: n-of-1 trials are undertaken to optimise the evaluation of health technologies in individual patients. They involve a single patient receiving treatments, both interventional and control, consecutively over set periods of time, the order of which is decided at random. Although n-of-1 trials are undertaken in medical research it could be argued they have the utility to be undertaken more frequently. We undertook the National Institute for Health Research (NIHR) commissioned DIAMOND (Development of generalisable methodology for n-of-1 trials delivery for very low volume treatments) project to develop key points to assist clinicians and researchers in designing and conducting n-of-1 trials.
    METHODS: The key points were developed by undertaking a stakeholder workshop, followed by a discussion within the study team and then a stakeholder dissemination and feedback event. The stakeholder workshop sought to gain the perspectives of a variety of stakeholders (including clinicians, researchers and patient representatives) on the design and use of n-of-1 trials. A discussion between the study team was held to reflect on the workshop and draft the key points. Lastly, the stakeholders from the workshop were invited to a dissemination and feedback session where the proposed key points were presented and their feedback gained.
    RESULTS: A set of 22 key points were developed based on the insights from the workshop and subsequent discussions. They provide guidance on when an n-of-1 trial might be a viable or appropriate study design and discuss key decisions involved in the design of n-of-1 trials, including determining an appropriate number of treatment periods and cycles, the choice of comparator, recommended approaches to randomisation and blinding, the use of washout periods and approaches to analysis.
    CONCLUSIONS: The key points developed in the project will support clinical researchers to understand key considerations when designing n-of-1 trials. It is hoped they will support the wider implementation of the study design.
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  • 文章类型: Case Reports
    褪黑素是一种多功能的激素调节剂,通过昼夜节律维持体内平衡,这些节律的不同步会导致胃肠道疾病并增加患癌症的风险。初步临床研究表明,外源性褪黑素能减轻抗癌治疗的有害作用,提高生活质量,但由于研究的异质性,结果仍然没有定论。在以患者为中心的N-of-1研究中,一种个性化的方法来测试临床参数和对无毒且生物可利用的褪黑激素综合治疗的反应,值得更多关注。本文对结肠癌的临床病例进行分析和讨论,化疗的副作用,和炎症标志物的动力学(NLR,LMR,和PLR比率),肿瘤(CEA,CA19-9和PSA),和止血(D-二聚体和活化部分凝血活酶时间)。患者在化疗期间和之后服用褪黑素,营养素(锌,硒,维生素D,绿茶,和taxifolin),化疗后还有阿司匹林.患者的PSA水平在CT联合褪黑素(19毫克/天)期间下降,褪黑素使炎症标志物正常化,多发性神经病的症状减轻,但对血小板减少症没有帮助.结果在关于肿瘤缓解和全身效应的文献中进行分析和讨论,缓解治疗介导的不良反应,与生存联系,和N-of-1研究。
    Melatonin is a multifunctional hormone regulator that maintains homeostasis through circadian rhythms, and desynchronization of these rhythms can lead to gastrointestinal disorders and increase the risk of cancer. Preliminary clinical studies have shown that exogenous melatonin alleviates the harmful effects of anticancer therapy and improves quality of life, but the results are still inconclusive due to the heterogeneity of the studies. A personalized approach to testing clinical parameters and response to integrative treatment with nontoxic and bioavailable melatonin in patient-centered N-of-1 studies deserves greater attention. This clinical case of colon cancer analyzes and discusses the tumor pathology, the adverse effects of chemotherapy, and the dynamics of markers of inflammation (NLR, LMR, and PLR ratios), tumors (CEA, CA 19-9, and PSA), and hemostasis (D-dimer and activated partial thromboplastin time). The patient took melatonin during and after chemotherapy, nutrients (zinc, selenium, vitamin D, green tea, and taxifolin), and aspirin after chemotherapy. The patient\'s PSA levels decreased during CT combined with melatonin (19 mg/day), and melatonin normalized inflammatory markers and alleviated symptoms of polyneuropathy but did not help with thrombocytopenia. The results are analyzed and discussed in the context of the literature on oncostatic and systemic effects, alleviating therapy-mediated adverse effects, association with survival, and N-of-1 studies.
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  • 文章类型: Case Reports
    精准医学在(超)稀有条件领域迅速获得认可,世界上只有少数人受到影响。针对少数患者的临床试验设计极具挑战性,出于这个原因,探讨了N-of-1策略的开发,以加速针对罕见病例的定制治疗设计.这种方法的一个强有力的候选者是Stargardt病(STGD1),常染色体隐性黄斑变性,具有高度遗传和表型异质性。STGD1是由ABCA4的致病变异引起的,其中,几种深内含子变体改变了前mRNA剪接过程,通常导致假外显子(PE)插入到最终的转录物中。在这项研究中,我们描述了一个10岁的女孩,她拥有独特的深内含子ABCA4变体c.6817-713A>G。临床上,她表现出典型的早发性STGD1,两只眼睛之间具有高度的疾病对称性。分子上,我们设计了反义寡核苷酸(AON)来阻断产生的PE插入。在三种不同的体外模型中评估剪接拯救:HEK293T细胞,成纤维细胞,和感光前体细胞,最后两个来自病人。总的来说,我们的研究旨在作为基于N-of-1AON的个性化治疗的基础,以阻止该患者的早期视力丧失.
    Precision medicine is rapidly gaining recognition in the field of (ultra)rare conditions, where only a few individuals in the world are affected. Clinical trial design for a small number of patients is extremely challenging, and for this reason, the development of N-of-1 strategies is explored to accelerate customized therapy design for rare cases. A strong candidate for this approach is Stargardt disease (STGD1), an autosomal recessive macular degeneration characterized by high genetic and phenotypic heterogeneity. STGD1 is caused by pathogenic variants in ABCA4, and amongst them, several deep-intronic variants alter the pre-mRNA splicing process, generally resulting in the insertion of pseudoexons (PEs) into the final transcript. In this study, we describe a 10-year-old girl harboring the unique deep-intronic ABCA4 variant c.6817-713A>G. Clinically, she presents with typical early-onset STGD1 with a high disease symmetry between her two eyes. Molecularly, we designed antisense oligonucleotides (AONs) to block the produced PE insertion. Splicing rescue was assessed in three different in vitro models: HEK293T cells, fibroblasts, and photoreceptor precursor cells, the last two being derived from the patient. Overall, our research is intended to serve as the basis for a personalized N-of-1 AON-based treatment to stop early vision loss in this patient.
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  • 文章类型: Journal Article
    通过先进的基因组测序和多维询问为正确的患者选择正确的药物是精准癌症医学的必要条件。传统的癌症临床试验设计遵循明确的方案,以评估新疗法在患者组中的疗效。通常通过其组织学/恶性肿瘤起源组织来识别。相比之下,精准医学寻求优化个体患者的利益,即,定义谁受益,而不是确定整体群体是否受益。由于癌症是一种由分子改变驱动的疾病,创新的试验设计,包括生物标志物定义的与肿瘤无关的篮子试验,正在推动突破性的基因和免疫靶向药物的监管批准和部署。分子询问进一步揭示了破坏性的现实,即晚期癌症异常复杂且各有不同。因此,优化治疗通常需要药物组合和N-1定制,由新一代N-of-1试验解决。现实世界的数据和结构化的主注册试验也提供了大量的数据集,进一步推动了肿瘤学的转变。最后,机器学习促进了快速发现,高吞吐量计算似乎是合理的,在计算机建模中,和3D打印可能在不久的将来可开发,以实时发现和设计定制药物。
    Choosing the right drug(s) for the right patient via advanced genomic sequencing and multi-omic interrogation is the sine qua non of precision cancer medicine. Traditional cancer clinical trial designs follow well-defined protocols to evaluate the efficacy of new therapies in patient groups, usually identified by their histology/tissue of origin of their malignancy. In contrast, precision medicine seeks to optimize benefit in individual patients, i.e., to define who benefits rather than determine whether the overall group benefits. Since cancer is a disease driven by molecular alterations, innovative trial designs, including biomarker-defined tumor-agnostic basket trials, are driving ground-breaking regulatory approvals and deployment of gene- and immune-targeted drugs. Molecular interrogation further reveals the disruptive reality that advanced cancers are extraordinarily complex and individually distinct. Therefore, optimized treatment often requires drug combinations and N-of-1 customization, addressed by a new generation of N-of-1 trials. Real-world data and structured master registry trials are also providing massive datasets that are further fueling a transformation in oncology. Finally, machine learning is facilitating rapid discovery, and it is plausible that high-throughput computing, in silico modeling, and 3-dimensional printing may be exploitable in the near future to discover and design customized drugs in real time.
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  • 文章类型: Journal Article
    背景:体力活动(PA)可以在优化代谢/减肥手术(MBS)结局方面发挥重要作用。然而,许多MBS患者难以增加PA,有必要发展理论驱动的咨询干预措施。本研究旨在(1)评估TELEhealthBariatric行为干预(TELE-BariACTIV)试验方案/方法和干预的可行性和可接受性,旨在增加等待MBS的成年人的中等至高强度体力活动(MVPA),以及(2)评估干预对MVPA的影响。
    方法:本试验采用重复的单病例实验设计。12名正在等待MBS的活动不足的成年人每周接受6次45分钟的PA视频会议咨询会议。可行性和可接受性数据(即,拒绝,招募,保留,出席,和流失率)通过在线调查进行跟踪和收集,和采访。MVPA通过加速度计预评估,during,干预后。
    结果:在转诊给研究小组的24名患者中,有5名患者拒绝参加(拒绝率=20.8%),有7名患者不合格或无法联系。2021-09年至2022-07年期间,招募率为每月1.2名参与者。一名参与者在基线阶段退出,干预后1次(保留率=83.3%)。干预期间没有参与者退出,98.6%的课程完成。参与者对干预的预期和回顾性可接受性为3.2/4(IQR,0.5)和3.0/4(IQR,0.2),分别。从干预前到干预后,MVPA[Tau-U=0.32(0.11;0.51)]有统计学上的显着增加。
    结论:尽管招聘率很低,这可以用环境来解释(COVID-19大流行),结果支持可行性,可接受性,TELE-Bari-ACTIV干预在等待MBS的患者中增加MVPA的初步疗效。
    BACKGROUND: Physical activity (PA) can play an important role in optimizing metabolic/bariatric surgery (MBS) outcomes. However, many MBS patients have difficulty increasing PA, necessitating the development of theory-driven counseling interventions. This study aimed to (1) assess the feasibility and acceptability of the TELEhealth BARIatric behavioral intervention (TELE-BariACTIV) trial protocol/methods and intervention, which was designed to increase moderate-to-vigorous intensity physical activity (MVPA) in adults awaiting MBS and (2) estimate the effect of the intervention on MVPA.
    METHODS: This trial used a repeated single-case experimental design. Twelve insufficiently active adults awaiting MBS received 6 weekly 45-min PA videoconferencing counseling sessions. Feasibility and acceptability data (i.e., refusal, recruitment, retention, attendance, and attrition rates) were tracked and collected via online surveys, and interviews. MVPA was assessed via accelerometry pre-, during, and post-intervention.
    RESULTS: Among the 24 patients referred to the research team; five declined to participate (refusal rate = 20.8%) and seven were ineligible or unreachable. The recruitment rate was 1.2 participants per month between 2021-09 and 2022-07. One participant withdrew during the baseline phase, and one after the intervention (retention rate = 83.3%). No participant dropouts occurred during the intervention and 98.6% of sessions were completed. Participants\' anticipated and retrospective acceptability of the intervention was 3.2/4 (IQR, 0.5) and 3.0/4 (IQR, 0.2), respectively. There was a statistically significant increase in MVPA [Tau-U = 0.32(0.11; 0.51)] from pre- to post-intervention.
    CONCLUSIONS: Despite a low recruitment rate, which could be explained by circumstances (COVID-19 pandemic), results support feasibility, acceptability, and preliminary efficacy of the TELE-Bari-ACTIV intervention for increasing MVPA in patients awaiting MBS.
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  • 文章类型: Preprint
    目的测试远程提供干预措施以增加中老年人的低强度体力活动(步行)的可行性。设计本研究使用个性化(N-of-1)试验设计。这项研究于2021年11月至2022年2月在一个主要的医疗系统进行。受试者60名成年人(45-75岁,92%女性,80%的白人)被招募。干预一项为期10周的研究,包括2周的基线,接下来是四个为期两周的时间段,其中4种行为改变技术(BCT)-自我监控,目标设定,行动计划和反馈-以随机顺序一次交付一个。活动由Fitbit测量,和通过电子邮件/文本传递的干预组件。比较基线和干预之间的平均每日步数。参与者完成了来自系统可用性量表的满意度项目,并报告了对个性化试验的态度和意见。结果参与者对个性化试验组件的评价为可行和可接受。基线和干预之间的步骤变化不显著,但是治疗效果存在很大的异质性,提示一些参与者显著增加步行,而另一些则显著减少。结论我们的干预措施广为接受,但单独使用BCT并没有导致步骤显着增加。治疗效果的可行性和异质性支持采用个性化试验方法来优化干预结果。
    UNASSIGNED: To test the feasibility of a remotely-delivered intervention to increase low-intensity physical activity (walking) in middle-aged and older adults.
    UNASSIGNED: This study used a Personalized (N-of-1) trial design.
    UNASSIGNED: This study took place at a major healthcare system from November 2021 to February 2022.
    UNASSIGNED: Sixty adults (45-75 years, 92% female, 80% white) were recruited.
    UNASSIGNED: A 10-week study comprising a 2-week baseline, followed by four 2-week periods where 4 Behavior Change Techniques (BCTs) - self-monitoring, goal setting, action planning and feedback - were delivered one at a time in random order.
    UNASSIGNED: Activity was measured by a Fitbit, and intervention components delivered by email/text. Average daily steps were compared between baseline and intervention. Participants completed satisfaction items derived from the System Usability Scale and reported attitudes and opinions about personalized trials.
    UNASSIGNED: Participants rated personalized trial components as feasible and acceptable. Changes in steps between baseline and intervention were not significant, but a large heterogeneity of treatment effects existed, suggesting some participants significantly increased walking while others significantly decreased.
    UNASSIGNED: Our intervention was well-accepted but use of BCTs delivered individually did not result in a significant increase in steps. Feasibility and heterogeneity of treatment effects support adopting a personalized trial approach to optimize intervention results.
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  • 文章类型: Clinical Trial Protocol
    背景:许多罕见的遗传性神经发育障碍(RGNDs)的特征是智力障碍(ID),严重的认知和行为障碍,可能被诊断为自闭症谱系障碍或注意力缺陷多动障碍。生活质量往往因易怒而受损,侵略和自我伤害行为,通常难以标准治疗。以前的(病例)研究和患者报告表明,大麻二酚(CBD)可能是RGND中严重行为表现的有效治疗方法。然而,由于疾病组内部和之间的稀有性以及异质性以及治疗反应的个体差异,目前缺乏明确的证据,介入研究具有挑战性.我们的目标是检查CBD对三个RGND中严重行为表现的有效性,包括结节性硬化症(TSC),粘多糖贮积症III型(MPSIII),和脆性X综合征(FXS),使用创新的试验设计。
    方法:我们的目标是进行安慰剂对照,双盲,块随机化,在30名确诊TSC的患者(年龄≥6岁)中进行口服CBD(每天两次)的多项交叉N-of-1研究,MPSIII或FXS和严重的行为表现。治疗是口服CBD,最高可达25mg/kg/天,每天两次。主要结果指标是异常行为清单的子量表烦躁性。次要结果指标包括(个性化)患者报告的关于行为和精神结果的结果指标,疾病特异性结果指标,父母的压力,癫痫发作频率,和CBD的不利影响。将完成问卷调查,并在参与者的自然环境中服用研究药物。个体治疗效果将基于汇总统计来确定。混合模型分析将应用于分析每种疾病和跨疾病的干预的有效性,并结合来自单个N-of-1试验的数据。
    结论:这些N-of-1试验解决了未满足的医疗需求,并将提供有关CBD对RGNDs中严重行为表现的有效性的信息,可能在个人身上产生可概括的知识-,无序和RGND人口水平。
    背景:EudraCT:2021-003250-23,2022年8月25日注册,https://www。临床试验登记。欧盟/ctr搜索/试用/2021-003250-23/NL。
    Many rare genetic neurodevelopmental disorders (RGNDs) are characterized by intellectual disability (ID), severe cognitive and behavioral impairments, potentially diagnosed as a comorbid autism spectrum disorder or attention-deficit hyperactivity disorder. Quality of life is often impaired due to irritability, aggression and self-injurious behavior, generally refractory to standard therapies. There are indications from previous (case) studies and patient reporting that cannabidiol (CBD) may be an effective treatment for severe behavioral manifestations in RGNDs. However, clear evidence is lacking and interventional research is challenging due to the rarity as well as the heterogeneity within and between disease groups and interindividual differences in treatment response. Our objective is to examine the effectiveness of CBD on severe behavioral manifestations in three RGNDs, including Tuberous Sclerosis Complex (TSC), mucopolysaccharidosis type III (MPS III), and Fragile X syndrome (FXS), using an innovative trial design.
    We aim to conduct placebo-controlled, double-blind, block-randomized, multiple crossover N-of-1 studies with oral CBD (twice daily) in 30 patients (aged ≥ 6 years) with confirmed TSC, MPS III or FXS and severe behavioral manifestations. The treatment is oral CBD up to a maximum of 25 mg/kg/day, twice daily. The primary outcome measure is the subscale irritability of the Aberrant Behavior Checklist. Secondary outcome measures include (personalized) patient-reported outcome measures with regard to behavioral and psychiatric outcomes, disease-specific outcome measures, parental stress, seizure frequency, and adverse effects of CBD. Questionnaires will be completed and study medication will be taken at the participants\' natural setting. Individual treatment effects will be determined based on summary statistics. A mixed model analysis will be applied for analyzing the effectiveness of the intervention per disorder and across disorders combining data from the individual N-of-1 trials.
    These N-of-1 trials address an unmet medical need and will provide information on the effectiveness of CBD for severe behavioral manifestations in RGNDs, potentially generating generalizable knowledge at an individual-, disorder- and RGND population level.
    EudraCT: 2021-003250-23, registered 25 August 2022, https://www.clinicaltrialsregister.eu/ctr-search/trial/2021-003250-23/NL .
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  • 文章类型: Journal Article
    背景:身体活动不足是一个公共卫生问题。新技术可以提高身体活动水平,并能够高精度地识别其预测因子。开发了珍贵的智能手机应用程序,以调查特定的模块化干预元素对身体活动的影响,并检查基于理论的预测因素。
    目的:本研究采用Preciousapp对一项全自动因子N-of-1随机对照试验(RCT)进行了初步测试,并检查了数字化动机访谈(dMI)和基于心率变异性的生物反馈功能是否增加了客观记录的步骤。次要目的是评估日常自我效能感和动机是否可以预测日常步骤中的人内变异性。
    方法:总共,从报纸广告中招募的15名成年人参加了为期40天的阶乘N-of-1RCT。他们在手机上安装了2个研究应用程序:一个用于接收干预元素,另一个用于收集有关自我效能感的生态瞬时评估(EMA)数据。动机,感知障碍,疼痛,和疾病。使用小米MiBand活动手镯跟踪步骤。阶乘设计包括7个2天的生物反馈干预措施,使用FirstbeatBodyguard2(FirstbeatTechnologiesLtd)心率变异性传感器,7个为期2天的DMI干预,每次干预后的一天,11个控制日EMA问题每天发送两次。自我效能感的影响,动机,使用人内动态回归模型分析后续步骤的干预措施,并使用纵向多水平建模(1级:每日观察;2级:参与者)汇总数据.分析对协变量进行了调整(即,在人与人之间的感知障碍,疼痛或疾病,时间趋势,和经常性事件)。
    结果:所有参与者都完成了研究,对活动手镯和EMA测量的依从性很高。阶乘设计的实施是成功的,使用的dmi功能,平均而言,7种可用干预措施的5.1(SD1.0)倍。使用生物反馈干预措施,平均而言,5.7(SD1.4)次,共7次,尽管3名参与者比建议的时间晚一天使用此功能,而1名参与者根本没有使用它。人员内部和人员之间的分析均未显示出对步数的显着干预作用。27%(4/15)的参与者对自我效能感进行了预测。动机预测20%(3/15)的参与者的步骤。汇总数据显示白天自我效能感的显著群体水平效应(B=0.462;P<.001),动机(B=0.390;P<.001),和疼痛或疾病(B=-1524;P<.001)每天的步骤。
    结论:使用Precious应用程序的自动阶乘N-of-1试验大多是可行和可接受的,特别是DMI组件的自动交付,而自我传导的生物反馈测量更难以正确计时。研究结果表明,自我效能感和动机的变化可能会对体育锻炼产生当天的影响,但是效果因人而异。本研究根据在执行阶乘N-of-1RCT方面的经验教训提供了建议。
    BACKGROUND: Insufficient physical activity is a public health concern. New technologies may improve physical activity levels and enable the identification of its predictors with high accuracy. The Precious smartphone app was developed to investigate the effect of specific modular intervention elements on physical activity and examine theory-based predictors within individuals.
    OBJECTIVE: This study pilot-tested a fully automated factorial N-of-1 randomized controlled trial (RCT) with the Precious app and examined whether digitalized motivational interviewing (dMI) and heart rate variability-based biofeedback features increased objectively recorded steps. The secondary aim was to assess whether daily self-efficacy and motivation predicted within-person variability in daily steps.
    METHODS: In total, 15 adults recruited from newspaper advertisements participated in a 40-day factorial N-of-1 RCT. They installed 2 study apps on their phones: one to receive intervention elements and one to collect ecological momentary assessment (EMA) data on self-efficacy, motivation, perceived barriers, pain, and illness. Steps were tracked using Xiaomi Mi Band activity bracelets. The factorial design included seven 2-day biofeedback interventions with a Firstbeat Bodyguard 2 (Firstbeat Technologies Ltd) heart rate variability sensor, seven 2-day dMI interventions, a wash-out day after each intervention, and 11 control days. EMA questions were sent twice per day. The effects of self-efficacy, motivation, and the interventions on subsequent steps were analyzed using within-person dynamic regression models and aggregated data using longitudinal multilevel modeling (level 1: daily observations; level 2: participants). The analyses were adjusted for covariates (ie, within- and between-person perceived barriers, pain or illness, time trends, and recurring events).
    RESULTS: All participants completed the study, and adherence to activity bracelets and EMA measurements was high. The implementation of the factorial design was successful, with the dMI features used, on average, 5.1 (SD 1.0) times of the 7 available interventions. Biofeedback interventions were used, on average, 5.7 (SD 1.4) times out of 7, although 3 participants used this feature a day later than suggested and 1 did not use it at all. Neither within- nor between-person analyses revealed significant intervention effects on step counts. Self-efficacy predicted steps in 27% (4/15) of the participants. Motivation predicted steps in 20% (3/15) of the participants. Aggregated data showed significant group-level effects of day-level self-efficacy (B=0.462; P<.001), motivation (B=0.390; P<.001), and pain or illness (B=-1524; P<.001) on daily steps.
    CONCLUSIONS: The automated factorial N-of-1 trial with the Precious app was mostly feasible and acceptable, especially the automated delivery of the dMI components, whereas self-conducted biofeedback measurements were more difficult to time correctly. The findings suggest that changes in self-efficacy and motivation may have same-day effects on physical activity, but the effects vary across individuals. This study provides recommendations based on the lessons learned on the implementation of factorial N-of-1 RCTs.
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