Self-Testing

自检
  • 文章类型: Journal Article
    背景:社交网络策略,社交网络被用来影响个人或社区,越来越多地用于向关键人群提供人类免疫缺陷病毒(HIV)干预措施。我们总结并批判性地评估了有关社交网络策略在促进HIV自我检测(HIVST)中的有效性的现有研究。
    方法:使用与社交网络干预和HIVST相关的搜索词,我们检索了5个数据库中2010年1月1日至2023年6月30日期间发表的试验.结果包括接受艾滋病毒检测,艾滋病毒流行率和与抗逆转录病毒疗法(ART)或艾滋病毒护理的联系。与对照方法相比,我们使用网络荟萃分析来评估通过社交网络策略对HIV检测的吸收。对报告结果的比较组的研究进行了成对荟萃分析,以评估相对风险(RR)及其相应的95%置信区间(CI)。
    结果:在确定的4496份手稿中,39项研究符合纳入标准,包括一项准实验研究,22项随机对照试验和16项观察性研究。网络HIVST测试由同行组织(分发给已知的同行,15项研究),伴侣(分发给他们的性伴侣,16项研究)和同伴教育者(分发给未知的同伴,8项研究)。在社交网络中,模拟排名位置的可能性,同伴分布对艾滋病毒检测的使用率最高(84%的概率),其次是伙伴分布(80%概率)和同伴教育者分布(74%概率)。配对荟萃分析显示,同伴分布(RR2.29,95%CI1.54-3.39,5项研究)和伴侣分布(RR1.76,95%CI1.50-2.07,10项研究)也增加了在测试过程中检测HIV反应性的可能性。与对照组相比,关键人群。
    结论:与基于设施的标准检测相比,所有三种社交网络分布策略都提高了HIV检测的使用率。在三种HIVST分发策略中,与ART或HIV护理的联系仍然与基于设施的检测相当。
    结论:与基于设施的检测相比,基于网络的HIVST分布被认为在提高HIV检测率和覆盖边缘化人群方面是有效的。这些战略可以与现有的艾滋病毒护理服务相结合,填补全球关键人群之间的测试空白。
    CRD42022361782。
    BACKGROUND: Social network strategies, in which social networks are utilized to influence individuals or communities, are increasingly being used to deliver human immunodeficiency virus (HIV) interventions to key populations. We summarized and critically assessed existing research on the effectiveness of social network strategies in promoting HIV self-testing (HIVST).
    METHODS: Using search terms related to social network interventions and HIVST, we searched five databases for trials published between 1st January 2010 and 30th June 2023. Outcomes included uptake of HIV testing, HIV prevalence and linkage to antiretroviral therapy (ART) or HIV care. We used network meta-analysis to assess the uptake of HIV testing through social network strategies compared with control methods. A pairwise meta-analysis of studies with a comparison arm that reported outcomes was performed to assess relative risks (RR) and their corresponding 95% confidence intervals (CI).
    RESULTS: Among the 4496 manuscripts identified, 39 studies fulfilled the inclusion criteria, including one quasi-experimental study, 22 randomized controlled trials and 16 observational studies. Networks HIVST testing was organized by peers (distributed to known peers, 15 studies), partners (distributed to their sexual partners, 16 studies) and peer educators (distributed to unknown peers, 8 studies). Among social networks, simulating the possibilities of ranking position, peer distribution had the highest uptake of HIV testing (84% probability), followed by partner distribution (80% probability) and peer educator distribution (74% probability). Pairwise meta-analysis showed that peer distribution (RR 2.29, 95% CI 1.54-3.39, 5 studies) and partner distribution (RR 1.76, 95% CI 1.50-2.07, 10 studies) also increased the probability of detecting HIV reactivity during testing within the key population when compared to the control.
    CONCLUSIONS: All of the three social network distribution strategies enhanced the uptake of HIV testing compared to standard facility-based testing. Linkage to ART or HIV care remained comparable to facility-based testing across the three HIVST distribution strategies.
    CONCLUSIONS: Network-based HIVST distribution is considered effective in augmenting HIV testing rates and reaching marginalized populations compared to facility-based testing. These strategies can be integrated with the existing HIV care services, to fill the testing gap among key populations globally.
    UNASSIGNED: CRD42022361782.
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  • 文章类型: Journal Article
    目标:由于负面情绪被认为是HIV自我检测(HIVST)的障碍,提供情感支持可能会促进这种行为。这项研究检查了情绪支持信息的社会情感和重新评估成分是否通过反应效能和自我效能来影响人们对HIVST的态度和意图。
    方法:对309名中国男男性行为者进行了受试者间在线实验。参与者被随机分配到三个条件之一:没有支持,只有重新评估信息,社会情感和重新评估信息都提供了。
    结果:情感支持仅适用于最近三个月完成HIVST的人。重新评估信息增强了他们的反应效能和自我效能,但只有自我效能感与一个人对HIVST的态度和进行HIVST的意图呈正相关。包括社会情感和重新评估成分在内的信息直接改善了他们与HIVST相关的态度。
    结论:情绪支持是一种促进HIVST的方法。社会情感和重新评价信息在其反应效能上的作用不同,自我效能感,态度,和意图。
    结论:这项研究为如何设计促进HIVST的健康运动和基于AI的医疗保健技术的信息提供了启示。应提供重新评估信息以增强一个人的反应效能和自我效能。信息应同时满足个人的社会情感和重新评估需求。
    OBJECTIVE: Since negative emotions were identified as barriers to HIV self-testing (HIVST), offering emotional support may promote this behavior. This study examined whether the socio-affective and reappraisal components of emotional support messages differ in affecting one\'s attitude towards and intention to conduct HIVST via response efficacy and self-efficacy.
    METHODS: A between-subject online experiment was conducted with 309 Chinese men who have sex with men. Participants were randomly assigned to one of three conditions: no support, only reappraisal information, socio-affective and reappraisal information both provided.
    RESULTS: Emotional support only worked for those completing HIVST in recent three months. The reappraisal information enhanced their response efficacy and self-efficacy, but only self-efficacy was positively related to one\'s attitude towards and intention to conduct HIVST. The message including socio-affective and reappraisal components directly improved their HIVST-related attitudes.
    CONCLUSIONS: Emotional support presents an approach to promoting HIVST. The socio-affective and reappraisal information function differently on their response efficacy, self-efficacy, attitude, and intention.
    CONCLUSIONS: This study provides implications on how to design messages promoting HIVST for health campaigns and AI-based healthcare technologies. Reappraisal information should be offered to enhance one\'s response efficacy and self-efficacy. Messages should address both socio-affective and reappraisal needs of individuals.
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  • 文章类型: Journal Article
    背景:建议进行HIV自我检测(HIVST)以改善HIV检测服务。中国启动了世界上第一批HIVST飞行员,为实施研究提供了独特的机会。我们旨在调查中国男男性行为者(MSM)中HIVST的采用及其与护理的联系。
    方法:数据是使用2018年在主要社交媒体平台上分发的在线问卷收集的,这是在HIVST正式认可并允许销售一年后。至少16岁的男男性行为者,出生时被分配为男性,并且曾经进行过HIV检测都是合格的。主要结果,采用被定义为使用HIVST。进行了双变量和多变量逻辑回归,以探讨HIVST采用与社会人口统计学和行为因素之间的关联。还通过以下连续事件作为指标描述了与护理的联系:(1)最近测试后收到结果(2),如果测试结果为阳性或不确定,请向医疗机构寻求护理,和(3)在寻求护理之前延迟的时间。
    结果:共纳入540名参与者,平均年龄为27.4±6.6。大多数人从未结婚(87.4%),一半完成了大学学业(52.2%)。总的来说,75.2%采用HIVST。自我测试工具通常从社区组织(54.4%)和在线(46.6%)获得。HIVST的采用与大学或高等教育呈正相关(OR=1.66,95CI:1.07-2.57),与30岁以上的年龄呈负相关(AOR=0.52,95CI:0.32-0.84)。收养与其他社会人口统计学或行为因素无关。在收到HIV阳性或不确定的结果后,25/25的HIVST收养者寻求护理,而3/7的非收养者(42.9%)寻求护理(p<0.001)。HIVST采用者与非采用者相比,寻求护理前的延迟没有显着差异(P=0.366)。
    结论:许多MSM在HIVST推出后不久就采用了HIVST。我们的发现表明,在中国MSM中,HIVST与护理的联系是有希望的。需要将HIVST与其他基本性健康服务相结合。
    BACKGROUND: HIV self-testing (HIVST) was recommended to improve HIV testing services. China initiated some of the first HIVST pilots in the world, providing a unique opportunity for implementation research. We aim to investigate HIVST adoption and its following linkage to care among Chinese men who have sex with men (MSM).
    METHODS: Data were collected using an online questionnaire distributed on major social media platforms in 2018, one year after HIVST was officially endorsed and allowed for sale. MSM who were at least 16 years old, assigned as male at birth, and ever tested for HIV were eligible. Primary outcome, adoption was defined as ever use of HIVST. Bivariate and multivariable logistic regressions were performed to explore the association between HIVST adoption and sociodemographic and behavioral factors. Linkage to care was also described via the following sequential events as indicators: (1) receiving result after recent test (2), seeking care from healthcare facility if test result was positive or indeterminate, and (3) delayed time before seeking care.
    RESULTS: A total of 540 participants were included with an average age of 27.4 ± 6.6. Most were never married (87.4%) and half completed college (52.2%). Overall, 75.2% had adopted HIVST. Self-test kits were commonly obtained from community-based organizations (54.4%) and from online (46.6%). HIVST adoption was positively associated with having college or higher education (OR = 1.66, 95%CI: 1.07-2.57), and negatively associated with age older than 30 (AOR = 0.52, 95%CI: 0.32-0.84). Adoption was not associated with other socio-demographic or behavioral factors. After receiving HIV-positive or indeterminate results, 25/25 of HIVST adopters sought care while 3 out of 7 (42.9%) non-adopters sought care (p < 0.001). Delays before seeking care were not significantly different between HIVST adopters compared to non-adopters (P = 0.366).
    CONCLUSIONS: Many MSM adopted HIVST shortly after its launch. Our findings suggested that HIVST linkage to care is promising among MSM in China. Integration of HIVST with other essential sexual health services is needed.
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  • 文章类型: Journal Article
    尿液中的尿酸(UA)水平异常可以作为许多疾病的警告信号,如痛风和代谢性心血管疾病。当前检测UA的方法面临着仪器依赖性的局限性和对非侵入性的要求,这使得满足基于家庭的应用程序的需求变得具有挑战性。在这项研究中,我们设计了一种aptasensor,该aptasensor结合了UA特异性转录调控和荧光RNA适体,以方便尿液UA检测。UA的浓度可以转化为荧光信号的强度。该传感器具有更高的灵敏度和更强大的抗干扰性能。使用该方法可以准确地测试不同志愿者尿液中的UA水平。此外,制造了用于UA自检的纸质aptasensor,其中可以使用基于智能手机的比色法确定尿UA水平。这项工作不仅展示了一种设计疾病相关aptasensor的新方法,但也为基于家庭的UA检测提供了有希望的想法。
    The abnormal uric acid (UA) level in urine can serve as warning signals of many diseases, such as gout and metabolic cardiovascular diseases. The current methods for detecting UA face limitations of instrument dependence and the requirement for non-invasiveness, making it challenging to fulfill the need for home-based application. In this study, we designed an aptasensor that combined UA-specific transcriptional regulation and a fluorescent RNA aptamer for convenient urinary UA testing. The concentration of UA can be translated into the intensity of fluorescent signals. The aptasensor showed higher sensitivity and more robust anti-interference performance. UA levels in the urine of different volunteers could be accurately tested using this method. In addition, a paper-based aptasensor for UA self-testing was manufactured, in which the urinary UA levels could be determined using a smartphone-based colorimetric approach. This work not only demonstrates a new approach for the design of disease-associated aptasensor, but also offers promising ideas for home-based detection of UA.
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  • 文章类型: Journal Article
    背景:性健康影响者(SHIs)是与同龄人积极分享性健康信息的个人,它们在促进艾滋病毒护理服务方面发挥着重要作用,包括艾滋病毒自我检测的二次分布(SD-HIVST)。先前的研究使用6项经验领导量表来识别SHIs。然而,这种方法可能有偏见,因为它没有考虑个人的社交网络。
    目的:本研究使用准实验研究设计来评估新开发的机器学习(ML)模型识别SHIs在促进SD-HIVST方面的效果,与之前测试过的量表所确定的SHIs相比。
    方法:我们招募了来自BlueD的参与者,中国最大的男同性恋者社交网络应用程序。根据他们对基线调查的反应,ML模型和尺度用于识别SHIs,分别。这项研究由2轮组成,HIVST试剂盒数量的上限以及SHIs可以订购和分发的同行转诊链接的上限不同(第一轮≤5,第二轮≤10).同意的SHIs可以订购多种HIV自检(HIVST)试剂盒,并通过由同性恋友好社区组织合作管理的基于网络的平台生成个性化的同行推荐链接。鼓励SHI与其社交联系人共享其他工具包和同伴推荐链接(定义为“更改”)。当相应的变更人员将有效的摄影测试结果上传到同一平台时,SHIs将获得3美元的奖励。我们的主要结果包括(1)在每组中进行HIVST的改变人数和(2)在每组中进行HIVST的新测试改变人数。我们使用负二项回归来检查第一轮(2021年2月至6月)的组差异,第二轮(2021年6月至11月),以及合并的第一轮和第二轮,分别。
    结果:2021年1月,共有1828名与男性发生性关系的男性(MSM)完成了调查。总的来说,393名SHIs(尺度=195,ML模子=198)同意参加SD-HIVST。其中,229SHI(比例=116,ML模型=113)在网上订购了HIVST。与量表组相比,当我们合并第一轮和第二轮时,ML模型组中的SHIs促使更多的人改变进行HIVST(平均差异[MD]0.88,95%CI0.02-2.22;调整后的发生率风险比[aIRR]1.77,95%CI1.07-2.95)。尽管ML模型组的新测试改变的平均数略高于量表组,组间差异无统计学意义(MD0.35,95%CI-0.17至-0.99;aIRR1.49,95%CI0.74-3.02)。
    结论:在中国MSM中,ML模型识别的SHI可以激励比量表识别的更多的人进行HIVST。未来的研究可以集中在如何调整ML模型,以鼓励新测试的个体进行HIVST。
    背景:中国临床试验注册ChiCTR2000039632;https://www.chictr.org.cn/showprojEN.html?proj=63068。
    RR2-10.1186/s12889-021-11817-2。
    BACKGROUND: Sexual health influencers (SHIs) are individuals actively sharing sexual health information with their peers, and they play an important role in promoting HIV care services, including the secondary distribution of HIV self-testing (SD-HIVST). Previous studies used a 6-item empirical leadership scale to identify SHIs. However, this approach may be biased as it does not consider individuals\' social networks.
    OBJECTIVE: This study used a quasi-experimental study design to evaluate how well a newly developed machine learning (ML) model identifies SHIs in promoting SD-HIVST compared to SHIs identified by a scale whose validity had been tested before.
    METHODS: We recruited participants from BlueD, the largest social networking app for gay men in China. Based on their responses to the baseline survey, the ML model and scale were used to identify SHIs, respectively. This study consisted of 2 rounds, differing in the upper limit of the number of HIVST kits and peer-referral links that SHIs could order and distribute (first round ≤5 and second round ≤10). Consented SHIs could order multiple HIV self-testing (HIVST) kits and generate personalized peer-referral links through a web-based platform managed by a partnered gay-friendly community-based organization. SHIs were encouraged to share additional kits and peer-referral links with their social contacts (defined as \"alters\"). SHIs would receive US $3 incentives when their corresponding alters uploaded valid photographic testing results to the same platform. Our primary outcomes included (1) the number of alters who conducted HIVST in each group and (2) the number of newly tested alters who conducted HIVST in each. We used negative binomial regression to examine group differences during the first round (February-June 2021), the second round (June-November 2021), and the combined first and second rounds, respectively.
    RESULTS: In January 2021, a total of 1828 men who have sex with men (MSM) completed the survey. Overall, 393 SHIs (scale=195 and ML model=198) agreed to participate in SD-HIVST. Among them, 229 SHIs (scale=116 and ML model=113) ordered HIVST on the web. Compared with the scale group, SHIs in the ML model group motivated more alters to conduct HIVST (mean difference [MD] 0.88, 95% CI 0.02-2.22; adjusted incidence risk ratio [aIRR] 1.77, 95% CI 1.07-2.95) when we combined the first and second rounds. Although the mean number of newly tested alters was slightly higher in the ML model group than in the scale group, the group difference was insignificant (MD 0.35, 95% CI -0.17 to -0.99; aIRR 1.49, 95% CI 0.74-3.02).
    CONCLUSIONS: Among Chinese MSM, SHIs identified by the ML model can motivate more individuals to conduct HIVST than those identified by the scale. Future research can focus on how to adapt the ML model to encourage newly tested individuals to conduct HIVST.
    BACKGROUND: Chinese Clinical Trials Registry ChiCTR2000039632; https://www.chictr.org.cn/showprojEN.html?proj=63068.
    UNASSIGNED: RR2-10.1186/s12889-021-11817-2.
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  • 文章类型: Journal Article
    男男性行为者(MSM)在中国的HIV感染率很高,HIV检测率很低。艾滋病毒自我检测(HIVST)为MSM中扩大艾滋病毒检测提供了可行的策略。然而,HIVST对MSM危险行为的影响仍存在争议。我们的研究试图确定这种影响。
    从2021年4月到2022年1月,在青岛市进行了一项混合方法研究,采用定量和定性方法。定量成分需要在使用HIVST的MSM中进行队列研究。使用拟合Poisson回归的广义估计方程来分析MSM在HIVST(ST-HIVST)后短时间(LT-HIVST)和HIVST(LT-HIVST)后比HIVST前更长的时间内风险行为的变化。随后,我们对18名完成随访的MSM进行了深入访谈,以更深入地研究HIVST对MSM的影响。
    该队列共招募了410名MSM,其中83人失去了后续行动。与HIVST之前相比,ST-HIVST患者的危险行为无明显变化(p>0.05),而娱乐性药物滥用的比例(20.7%vs.33.3%),商业性(14.6%与22.9%),和无保护的肛交(95.9%vs.98.5%)在LT-HIVST中显著增加(p<0.05)。具体变化因人口特征而异。根据定性访谈,MSM在HIVST后可能会降低风险感知,增加风险行为。
    使用HIVST可能会促进MSM从事危险行为。在未来,需要制定定制的HIVST推广计划,以扩大MSM中的HIV检测并同时控制其风险行为。
    Men who have sex with men (MSM) have a high prevalence of HIV and a low rate of HIV testing in China. HIV self-testing (HIVST) presents a viable strategy for expanding HIV testing among MSM. However, the impact of HIVST on risk behaviors among MSM remains controversial. Our study sought to ascertain this impact.
    From April 2021 to January 2022, a mixed-methods study was conducted in Qingdao City, employing both quantitative and qualitative methodologies. The quantitative component entailed a cohort study among MSM who had used HIVST. Generalized estimating equations fitting Poisson regressions were used to analyze the changes in risk behaviors of MSM in short time after HIVST (ST-HIVST) and longer time after HIVST (LT-HIVST) compared to before HIVST. Subsequently, we conducted in-depth interviews with 18 MSM who completed the follow-up to delve deeper into the impact of HIVST on MSM.
    A total of 410 MSM were recruited in the cohort, of whom 83 were lost to follow-up. Compared to before HIVST, there were no significant changes in risk behaviors in ST-HIVST (p > 0.05), while the proportion of recreational drugs abuse (20.7% vs. 33.3%), commercial sex (14.6% vs. 22.9%), and unprotected anal sex (95.9% vs. 98.5%) increased significantly in LT-HIVST (p < 0.05). Specific changes varied across demographic characteristics. According to qualitative interviews, MSM might have decreased risk perception and increased risk behaviors after HIVST.
    The use of HIVST may promote MSM to engage in risk behaviors. In the future, customized HIVST promotion programs need to be developed to expand HIV testing among MSM and simultaneously control their risk behaviors.
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  • 文章类型: Meta-Analysis
    背景:支持HIV自我检测(HIVST)的咨询有助于促进与护理的联系,并促进男男性行为者(MSM)的行为改变。对MSMHIVST用户的不同程度的咨询支持可能会导致与护理联系的差异。
    目的:本研究旨在综合支持MSMHIVST使用者的咨询证据,并进行荟萃分析以量化与护理相关的MSMHIVST使用者的比例。
    方法:使用预定义的资格标准和相关关键词进行系统搜索,以从MEDLINE检索研究。全球卫生,WebofScience,Embase,APAPsycINFO,和Scopus数据库。此搜索包含2012年7月3日至2022年6月30日之间发表的论文和预印本。如果研究报告了支持HIVST的咨询或与MSM之间的护理联系的定量结果,并且以英文发表,则研究合格。筛选过程和数据提取遵循PRISMA(系统审查和荟萃分析的首选报告项目)指南。纳入研究的质量由美国国立卫生研究院质量评估工具进行评估。使用随机效应模型提取数据,以结合与护理相关的HIVST用户的比例。进行了亚组分析和回归分析,以评估与护理的联系是否根据研究特征而有所不同。所有分析均使用metafor软件包用R(4.2.1版;R统计计算基金会)进行。
    结果:2014年至2021年共发表55项研究,包括43项观察性研究和12项随机对照试验,已确定。在这些研究中,50(91%)提供了主动咨询支持,5(9%)提供了被动咨询支持。在提供积极咨询支持的研究中,大多数MSMHIVST用户都与各种形式的护理有关,包括报告测试结果(97.2%,95%CI74.3%-99.8%),实验室确认(92.6%,95%CI86.1%-96.2%),开始抗逆转录病毒治疗(90.8%,95%CI86.7%-93.7%),和转诊给医生(96.3%,95%CI85%-99.2%)。在提供被动咨询支持的研究中,与实验室确认相关的MSMHIVST用户较少(78.7%,95%CI17.8%-98.4%),开始抗逆转录病毒治疗(79.1%,95%CI48.8%-93.7%),和转诊医生(79.1%,95%CI0%-100%)。多变量回归表明,更多的基本咨询成分,样本量较小(<300),使用移动健康技术提供咨询支持与更好的护理联系相关。研究的质量从一般到良好,从低到高的偏倚风险。
    结论:主动为所有用户提供咨询支持,在咨询支持中涉及更多的基本组成部分,使用移动健康技术可以增加MSMHIVST用户与护理的联系。
    背景:PROSPEROCRD42022346247;https://www.crd.约克。AC.uk/prospro/display_record.php?RecordID=346247。
    BACKGROUND: Counseling supporting HIV self-testing (HIVST) is helpful in facilitating linkage to care and promoting behavior changes among men who have sex with men (MSM). Different levels of counseling support for MSM HIVST users may lead to variance in the linkage to care.
    OBJECTIVE: This study aims to synthesize evidence on counseling supporting MSM HIVST users and to conduct a meta-analysis to quantify the proportion of MSM HIVST users who were linked to care.
    METHODS: A systematic search was conducted using predefined eligibility criteria and relevant keywords to retrieve studies from the MEDLINE, Global Health, Web of Science, Embase, APA PsycINFO, and Scopus databases. This search encompassed papers and preprints published between July 3, 2012, and June 30, 2022. Studies were eligible if they reported counseling supporting HIVST or quantitative outcomes for linkage to care among MSM and were published in English. The screening process and data extraction followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. The quality of the included studies was assessed by the National Institutes of Health quality assessment tool. Data were extracted using random effects models to combine the proportion of HIVST users who were linked to care. Subgroup analyses and metaregression were conducted to assess whether linkage to care varied according to study characteristics. All analyses were performed with R (version 4.2.1; R Foundation for Statistical Computing) using the metafor package.
    RESULTS: A total of 55 studies published between 2014 and 2021, including 43 observational studies and 12 randomized controlled trials, were identified. Among these studies, 50 (91%) provided active counseling support and 5 (9%) provided passive counseling support. In studies providing active counseling support, most MSM HIVST users were linked to various forms of care, including reporting test results (97.2%, 95% CI 74.3%-99.8%), laboratory confirmation (92.6%, 95% CI 86.1%-96.2%), antiretroviral therapy initiation (90.8%, 95% CI 86.7%-93.7%), and referral to physicians (96.3%, 95% CI 85%-99.2%). In studies providing passive counseling support, fewer MSM HIVST users were linked to laboratory confirmation (78.7%, 95% CI 17.8%-98.4%), antiretroviral therapy initiation (79.1%, 95% CI 48.8%-93.7%), and referral to physicians (79.1%, 95% CI 0%-100%). Multivariate metaregression indicated that a higher number of essential counseling components, a smaller sample size (<300), and the use of mobile health technology to deliver counseling support were associated with better linkage to care. The quality of the studies varied from fair to good with a low to high risk of bias.
    CONCLUSIONS: Proactively providing counseling support for all users, involving a higher number of essential components in the counseling support, and using mobile health technology could increase the linkage to care among MSM HIVST users.
    BACKGROUND: PROSPERO CRD42022346247; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=346247.
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  • 文章类型: Journal Article
    背景:HIV自我检测(HIVST)已迅速扩大规模,其他策略进一步扩大了检测范围。二次分发涉及人们(定义为“索引”)申请多个工具包,然后在其社交网络中与人们(定义为“更改”)共享它们。然而,确定关键影响者很困难。
    目的:本研究旨在开发一种创新的集成机器学习方法,以在中国男男性行为者(MSM)中识别HIVST试剂盒的次要分布的关键影响者。
    方法:我们定义了三种类型的关键影响者:(1)可以分发更多套件的关键分销商,(2)能够帮助发现首次测试改变的关键推动者,和(3)关键探测器谁可以帮助找到积极的变化。四种机器学习模型(逻辑回归,支持向量机,决策树,和随机森林)进行了训练,以识别关键影响者。采用集成学习算法来组合这4种模型。为了与我们的机器学习模型进行比较,自我评估的领导力量表被用作人类识别方法。绩效评估的四个指标,包括准确性,精度,召回,和F1得分,用于评估机器学习模型和人类识别方法。进行了仿真实验以验证我们的方法。
    结果:我们包括了309个指标(我们的样本量),这些指标符合资格并申请了多个测试试剂盒;他们将这些试剂盒分发到269个变更。我们将机器学习分类和集成学习模型的性能与基于领导力自我评估量表的人类识别方法的性能进行了比较。我们的方法优于人类识别(基于自我报告量表的截止值),超过11.0%的平均准确度,可以分发更多18.2%(95%CI9.9%-26.5%)的试剂盒,发现首次检测改变13.6%(95%CI1.9%-25.3%),阳性检测改变12.0%(95%CI-14.7%-38.7%)。与人类识别相比,我们的方法还可以将模拟干预的效率提高17.7%(95%CI-3.5%至38.8%)。
    结论:我们建立了机器学习模型,以识别中国MSM中更有可能参与HIVST试剂盒二次分发的关键影响者。
    背景:中国临床试验注册中心(ChiCTR)ChiCTR1900025433;https://www.chictr.org.cn/showproj.html?proj=42001。
    HIV self-testing (HIVST) has been rapidly scaled up and additional strategies further expand testing uptake. Secondary distribution involves people (defined as \"indexes\") applying for multiple kits and subsequently sharing them with people (defined as \"alters\") in their social networks. However, identifying key influencers is difficult.
    This study aimed to develop an innovative ensemble machine learning approach to identify key influencers among Chinese men who have sex with men (MSM) for secondary distribution of HIVST kits.
    We defined three types of key influencers: (1) key distributors who can distribute more kits, (2) key promoters who can contribute to finding first-time testing alters, and (3) key detectors who can help to find positive alters. Four machine learning models (logistic regression, support vector machine, decision tree, and random forest) were trained to identify key influencers. An ensemble learning algorithm was adopted to combine these 4 models. For comparison with our machine learning models, self-evaluated leadership scales were used as the human identification approach. Four metrics for performance evaluation, including accuracy, precision, recall, and F1-score, were used to evaluate the machine learning models and the human identification approach. Simulation experiments were carried out to validate our approach.
    We included 309 indexes (our sample size) who were eligible and applied for multiple test kits; they distributed these kits to 269 alters. We compared the performance of the machine learning classification and ensemble learning models with that of the human identification approach based on leadership self-evaluated scales in terms of the 2 nearest cutoffs. Our approach outperformed human identification (based on the cutoff of the self-reported scales), exceeding by an average accuracy of 11.0%, could distribute 18.2% (95% CI 9.9%-26.5%) more kits, and find 13.6% (95% CI 1.9%-25.3%) more first-time testing alters and 12.0% (95% CI -14.7% to 38.7%) more positive-testing alters. Our approach could also increase the simulated intervention\'s efficiency by 17.7% (95% CI -3.5% to 38.8%) compared to that of human identification.
    We built machine learning models to identify key influencers among Chinese MSM who were more likely to engage in secondary distribution of HIVST kits.
    Chinese Clinical Trial Registry (ChiCTR) ChiCTR1900025433; https://www.chictr.org.cn/showproj.html?proj=42001.
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  • 文章类型: Journal Article
    即时核酸检测对于诊断和食品安全至关重要,特别是在资源有限的地区。这项研究报告了用于即时核酸检测的重力驱动和旋转控制(GR)芯片耦合的基于侧向流的测定(LFA)。将样品溶液添加到GR芯片的入口,并在重力的作用下流入环路加药等温扩增(LAMP)室。LAMP反应后,手动旋转GR芯片以允许扩增的溶液流入LFA室用于结果读出。GR芯片在完全封闭的环境中集成了LAMP反应和LFA,避免气溶胶污染问题。GR芯片的简单和巧妙的结构简化了制造,降低了成本,使之成为可能的护理点,甚至家庭自我测试。
    Point-of-care nucleic acid detection is essential for diagnosis and food safety, especially in resource-limited areas. This study reports a gravity-driven and rotation-controlled (GR) chip-coupled lateral flow-based assay (LFA) for point-of-care nucleic acid detection. The sample solution is added to the inlet of the GR chip and flows into the loop-medicated isothermal amplification (LAMP) chamber by the action of gravity. After the LAMP reaction, the GR chip is manually rotated to allow the amplified solution to flow into the LFA chamber for result readout. The GR chip integrates the LAMP reaction and LFA in a fully closed environment, avoiding the aerosol contamination problem. The GR chip\'s simple and ingenious structure simplifies the fabrication and reduces its cost, making it possible for point-of-care and even home self-testing.
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  • 文章类型: Journal Article
    背景:HCV自检(HCVST)可能是解决男男性行为(MSM)男性HCV检测摄取率低的有效策略。我们评估了在中国MSM中提供HCVST以增加HCV测试吸收的有效性和成本。
    方法:两个并行,没有面具,进行了个体水平的随机对照试验.从中国22个城市招募了HIV阴性的MSM和携带HIV的MSM。两项试验中的男性均被随机分配(1:1)到标准护理(SOC)或HCVST组。主要结果是在试验期间进行HCV检测的参与者比例。在主要分析中,使用多重估算数据来估计干预效果。使用微观成本计算方法来衡量成本。
    结果:共纳入84名HIV阴性男性(试验1)和84名HIV感染者(试验2)。总的来说,与试验1中的SOC相比,在试验期间接受HCV检测的个体比例在HCVST组中较高(估计风险差异(RD):71.1%,95%CI:54.6至87.7%)和试验2(估计RD:62.9%,95%CI:45.7至80.1%)。超过一半(58.6%,34/58)的HCV自我测试人员报告说,自我测试是他们的第一个HCV测试。试验1中测试的每人成本为SOC$654.52,HCVST为$49.83,在试验2中,SOC为438.67美元,HCVST为53.33美元。
    结论:与护理标准相比,提供HCVST显著增加了中国MSMHCV检测的比例,而且每个测试的人都更便宜。
    背景:中国临床试验注册中心.
    背景:ChiCTR2100048379。
    HCV self-testing (HCVST) may be an effective strategy to address low rates of HCV test uptake among men who have sex with men (MSM). We evaluated the effectiveness and cost of providing HCVST to increase HCV test uptake among MSM in China.
    Two parallel, unmasked, individual-level randomized controlled trials were conducted. HIV-negative MSM and MSM living with HIV were enrolled from 22 cities in China. Men in both trials were randomly assigned (1:1) into standard-of-care (SOC) or HCVST arms. The primary outcome was the proportion of participants who tested for HCV during the trial period. Intervention effects were estimated using multiply imputed data in the main analysis. Costs were measured using a micro-costing approach.
    A total of 84 men who were HIV-negative (trial 1) and 84 men living with HIV were enrolled (trial 2). Overall, the proportion of individuals who underwent HCV testing during the trial period was higher in the HCVST arm compared to SOC in trial 1 (estimated risk difference (RD): 71.1%, 95% CI: 54.6 to 87.7%) and trial 2 (estimated RD: 62.9%, 95% CI: 45.7 to 80.1%). Over half (58.6%, 34/58) of HCV self-testers reported the self-test was their first HCV test. The cost per person tested in trial 1 was $654.52 for SOC and $49.83 for HCVST, and in trial 2 was $438.67 for SOC and $53.33 for HCVST.
    Compared to the standard of care, providing HCVST significantly increased the proportion of MSM testing for HCV in China, and was cheaper per person tested.
    Chinese Clinical Trial Registry.
    ChiCTR2100048379.
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