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Syndromic versus Laboratory Diagnosis of Sexually Transmitted Infections in Men in Moshi District of Tanzania. 坦桑尼亚莫希区男性性传播感染的综合诊断与实验室诊断。
IF 1.1 Q4 INFECTIOUS DISEASES Pub Date : 2020-02-07 eCollection Date: 2020-01-01 DOI: 10.1155/2020/7607834
Yuwei Cheng, Elijah Paintsil, Musie Ghebremichael

The syndromic diagnosis of sexually transmitted infections (STIs) is widely recognized as the most practical, feasible, and cost-effective diagnostic tool in resource-limited settings. This study assessed the diagnostic accuracy of syndromic versus laboratory testing of STIs among 794 men randomly selected from the Moshi district of Tanzania. Participants were interviewed with a questionnaire that included questions on history of STIs symptoms. Blood and urine samples were taken from the participants for laboratory testing. Only 7.9% of the men reported any symptoms of STI; however, 46% of them tested positive for at least one STI. There was little agreement between syndromic and laboratory-confirmed diagnoses, with low sensitivity (0.4%-7.4%) and high specificity (96%-100%) observed for each individual symptom. The area under the receiver-operating curve was 0.528 (95% CI: 0.505-0.550), indicating that the syndromic approach has a 52.8% probability of correctly identifying STIs in study participants. In conclusion, whenever possible, laboratory diagnosis of STI should be favored over syndromic diagnosis.

在资源有限的环境中,性传播感染(STI)的综合诊断被公认为是最实用、最可行、最具成本效益的诊断工具。本研究对从坦桑尼亚莫希区随机抽取的 794 名男性进行了性传播感染综合征诊断与实验室检测的准确性评估。研究人员对参与者进行了问卷调查,其中包括有关性传播疾病症状史的问题。参与者的血液和尿液样本被提取出来进行实验室检测。只有 7.9% 的男性报告了任何性传播感染症状,但其中 46% 的男性至少有一种性传播感染呈阳性。综合征诊断和实验室确诊之间的一致性很低,每个症状的灵敏度较低(0.4%-7.4%),特异性较高(96%-100%)。接受者操作曲线下的面积为 0.528(95% CI:0.505-0.550),表明综合征方法有 52.8% 的概率能正确识别研究参与者的性传播感染。总之,在可能的情况下,性传播感染的实验室诊断应优先于综合征诊断。
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引用次数: 0
Sociodemographic and Behavioral Factors Associated with HIV Vulnerability according to Sexual Orientation. 根据性取向与HIV易感性相关的社会人口和行为因素。
IF 1.7 Q4 INFECTIOUS DISEASES Pub Date : 2020-01-24 eCollection Date: 2020-01-01 DOI: 10.1155/2020/5619315
Maria Aparecida A O Serra, Antoninho B Milhomem, Samae B Oliveira, Francisca Aline A S Santos, Roberta Araújo E Silva, Ana Cristina P J Costa, Maria da Conceição S O Cunha, Antônio Uelton A Silva, Roberto Wagner J F Freitas, Márcio Flávio M Araújo

Objective: To analyze sociodemographic and behavioral factors associated with vulnerability to HIV according to sexual orientation.

Method: This is a cross-sectional study conducted using data on 3,818 people in the city of Imperatriz, Brazil, during 2015 and 2016. The survey's questionnaires addressed sociodemographic and behavioral variables. For the data analysis, association (chi-square test) and strength of association (odds ratio) were observed. A significance level of p < 0.05 and adjustment for age and gender were taken into consideration.

Results: A substantial portion of the sample stated they were heterosexual (88.8%). These individuals demonstrated a lower chance of HIV infection (p < 0.001), sexually transmitted infections (p < 0.001), alcohol use (p < 0.001) and condom use (p < 0.001), compared to men who have sex with men and/or bisexuals. In this group, after adjusting for confounding variables, the factors associated with HIV infection were being male (p < 0.001), unmarried (p < 0.001), having completed higher education (p < 0.001) and boasting multiple sexual partners (p < 0.001).

Conclusion: Behavioral and sociodemographic factors of vulnerability to HIV are predominant among men who have sex with men and/or are bisexual.

目的:分析性取向人群HIV易感性的社会人口学和行为因素。方法:这是一项横断面研究,使用了2015年至2016年期间巴西Imperatriz市3818人的数据。该调查的问卷涉及社会人口统计和行为变量。在数据分析中,观察相关性(卡方检验)和相关性强度(优势比)。显著性水平p < 0.05,并考虑年龄和性别的调整。结果:很大一部分样本声称他们是异性恋(88.8%)。与男男性行为者和/或双性恋者相比,这些人感染艾滋病毒(p < 0.001)、性传播感染(p < 0.001)、饮酒(p < 0.001)和使用安全套(p < 0.001)的几率较低。在该组中,在调整混杂变量后,与HIV感染相关的因素是男性(p < 0.001)、未婚(p < 0.001)、完成高等教育(p < 0.001)和拥有多个性伴侣(p < 0.001)。结论:影响HIV易感性的行为和社会人口学因素在男男性行为者和/或双性恋者中占主导地位。
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引用次数: 11
Does Isoniazid Preventive Therapy Provide Better Treatment Outcomes in HIV-Infected Individuals in Northern Ethiopia? A Retrospective Cohort Study. 异烟肼预防治疗对埃塞俄比亚北部hiv感染者有更好的治疗效果吗?回顾性队列研究。
IF 1.7 Q4 INFECTIOUS DISEASES Pub Date : 2020-01-21 eCollection Date: 2020-01-01 DOI: 10.1155/2020/7025738
Tesfay Mehari Atey, Helen Bitew, Solomon Weldegebreal Asgedom, Asrat Endrias, Derbew Fikadu Berhe

Objectives: Early antiretroviral therapy (ART), isoniazid preventive therapy (IPT), and isoniazid-rifapentine (3HP) are effective strategies for preventing tuberculosis (TB) among people living with HIV (PLHIV). The study aimed to determine the effect of IPT on the TB incidence, follow-up CD4+ T cells, and all-cause mortality rate. Participants. Eligible patients on ART (n = 1, 863) were categorized into one-to-two ratios of exposed groups to IPT (n = 621) and nonexposed groups to IPT (n = 1, 242). Exposed groups entered the cohort at their first prescription of IPT, and unexposed groups entered into the study at the first prescription of ART and then followed until the occurrence of the outcome or date of administrative censoring (June 30, 2017). The outcome endpoints were TB incidence, follow-up CD4+ T cells, and all-cause mortality rate.

Results: The follow-up CD4+ T cells for the exposed and nonexposed groups were 405.74 and 366.95 cells/mm (World Health Organization (WHO), 2017), respectively, a statistically significant finding (t 1861 = -3.770, p < 0.0001; Cohen's d = 0.186). Nine percent of the exposed patients (620 incidence of TB per 100,000 person-years (PYs)) and 21.9% of the nonexposed patients (3160 incidence of TB per 100,000 PYs) developed TB. Mortality rate (per 100,000 PYs) was 440 for the exposed and 1490 for the unexposed patients. Statistically significant determinants of the all-cause mortality were unscheduled follow-up (AHR = 1.601; 95% CI: 1.154-2.222) and unable to work properly (AHR = 2.324; 95% CI: 1.643-3.288).

Conclusion: This study demonstrates the effect of IPT in reducing incidence of TB and all-cause mortality rate and improving follow-up CD4+ T cells. Promoting IPT use can help to achieve the TB eradicating national agenda in Ethiopia.

目的:早期抗逆转录病毒治疗(ART)、异烟肼预防治疗(IPT)和异烟肼-利福喷丁(3HP)是预防艾滋病毒感染者结核病(TB)的有效策略。本研究旨在确定IPT对结核病发病率、随访CD4+ T细胞和全因死亡率的影响。参与者。符合ART治疗条件的患者(n = 1,863)被分为IPT暴露组(n = 621)和IPT未暴露组(n = 1,242)的一对二比例。暴露组在第一次开IPT处方时进入队列,未暴露组在第一次开ART处方时进入研究,然后随访至结果发生或行政审查日期(2017年6月30日)。结局终点为结核发病率、随访CD4+ T细胞和全因死亡率。结果:暴露组和未暴露组随访CD4+ T细胞分别为405.74和366.95细胞/mm (World Health Organization (WHO), 2017),差异有统计学意义(T 1861 = -3.770, p < 0.0001;Cohen’s d = 0.186)。9%的暴露患者(每10万人年有620例结核病发病率)和21.9%的未暴露患者(每10万人年有3160例结核病发病率)发展为结核病。受辐射者的死亡率(每100 000年)为440,未受辐射者的死亡率为1490。有统计学意义的全因死亡率决定因素是未安排随访(AHR = 1.601;95% CI: 1.154-2.222),无法正常工作(AHR = 2.324;95% ci: 1.643-3.288)。结论:本研究证实了IPT在降低TB发病率和全因死亡率以及改善随访CD4+ T细胞方面的作用。促进IPT的使用可以帮助埃塞俄比亚实现消除结核病的国家议程。
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引用次数: 3
Overweight and Obesity among Recipients of Antiretroviral Therapy at HIV Clinics in Gaborone, Botswana: Factors Associated with Change in Body Mass Index. 博茨瓦纳哈博罗内艾滋病诊所接受抗逆转录病毒治疗的患者中超重和肥胖:与体重指数变化相关的因素
IF 1.7 Q4 INFECTIOUS DISEASES Pub Date : 2020-01-04 eCollection Date: 2020-01-01 DOI: 10.1155/2020/8016791
Jose Gaby Tshikuka, Mgaywa Gilbert Mjungu Damas Magafu, Goabaone Rankgoane-Pono, Julius Chacha Mwita, Tiny Masupe, Shimeles Genna Hamda, Roy Tapera, Mooketsi Molefi, Joseph Tshibangu, John Thato Tlhakanelo

Background: Factors associated with overweight/obesity among antiretroviral therapy (ART) recipients have not been sufficiently studied in Botswana.

Objectives: To: (i) estimate the prevalence and trends in overweight/obesity by duration of exposure to ART among recipients, (ii) assess changes in BMI categories among ART recipients between their first clinic visit (BMI-1) and their last clinic visit (BMI-2), (iii) identify ART regimen that predicts overweight/obesity better than the others and factors associated with BMI changes among ART recipients.

Methods: A 12-year retrospective record-based review was conducted. Potential predictors of BMI change among patients after at least three years of ART exposure were examined using a multiple logistic regression model. Adjusted odds ratios (AOR) and their 95% confidence intervals (CIs) were computed. ART regimens, duration of exposure to ART, and recipients' demographic and biomedical characteristics including the presence or absence of diabetes mellitus-related comorbidities (DRC), defined as any morbidity associated with type 2 diabetes as described in the international statistical classification of diseases and related health problems (ICD-10-CM) codebook index, were investigated as potential predictors of overweight/obesity.

Results: Twenty-nine percent of recipients were overweight, 16.6% had obesity of whom 2.4% were morbidly-obese at the last clinic visit. Overweight/obese recipients were more likely to be female, to have DRC and less likely to have CD4 count between 201 and 249 cells/mm3. Neither the first-line nor the second-, third-line ART regimens predicted overweight/obesity better than the other and neither did the duration of exposure to ART. No significant linear trends were observed in the prevalence of overweight/obesity by the duration of exposure to ART.

Conclusion: These results suggest that the ART regimens studied have a comparable effect on overweight/obesity and that the duration of exposure does not affect the outcome. This study calls for further research to elucidate the relative contribution of various factors to BMI change among recipients, including ART regimens.

背景:在博茨瓦纳,与抗逆转录病毒治疗(ART)接受者中超重/肥胖相关的因素尚未得到充分研究。目的:通过接受抗逆转录病毒治疗的持续时间来估计接受抗逆转录病毒治疗的人群中超重/肥胖的患病率和趋势,评估接受抗逆转录病毒治疗的人群在第一次门诊就诊(BMI-1)和最后一次门诊就诊(BMI-2)之间的BMI类别变化,确定比其他治疗方案更能预测超重/肥胖的抗逆转录病毒治疗方案,以及与接受抗逆转录病毒治疗人群中BMI变化相关的因素。方法:对12年的回顾性文献进行回顾性分析。使用多元逻辑回归模型对接受抗逆转录病毒治疗至少三年的患者BMI变化的潜在预测因素进行了检查。计算校正优势比(AOR)及其95%置信区间(CIs)。作为超重/肥胖的潜在预测因素,研究了抗逆转录病毒治疗方案、接受抗逆转录病毒治疗的持续时间以及接受者的人口统计学和生物医学特征,包括是否存在糖尿病相关合并症(DRC), DRC定义为国际疾病和相关健康问题统计分类(ICD-10-CM)代码本指数中描述的与2型糖尿病相关的任何发病率。结果:29%的受助人超重,16.6%的受助人肥胖,其中2.4%的受助人在最后一次就诊时为病态肥胖。超重/肥胖受体更有可能是女性,患有DRC, CD4细胞计数在201 - 249细胞/mm3之间的可能性较小。一线、二线、三线抗逆转录病毒治疗方案对超重/肥胖的预测都不优于其他方案,接受抗逆转录病毒治疗的持续时间也不优于其他方案。在接受抗逆转录病毒治疗的持续时间内,未观察到超重/肥胖患病率有显著的线性趋势。结论:这些结果表明,所研究的抗逆转录病毒治疗方案对超重/肥胖有相当的影响,并且暴露的持续时间不影响结果。这项研究需要进一步的研究来阐明各种因素对接受者BMI变化的相对贡献,包括ART方案。
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引用次数: 10
Evaluation of the Management of Patients with Detectable Viral Load after the Implementation of Routine Viral Load Monitoring in an Urban HIV Clinic in Uganda. 乌干达一家城市HIV诊所实施常规病毒载量监测后对可检测病毒载量患者的管理评价
IF 1.7 Q4 INFECTIOUS DISEASES Pub Date : 2019-12-15 eCollection Date: 2019-01-01 DOI: 10.1155/2019/9271450
Nsumba Steven Mark, Musomba Rachel, Arvind Kaimal, Mubiru Frank, Tibakabikoba Harriet, Lwanga Isaac, Mohammed Lamorde, Castelnuovo Barbara

Objective: To describe the clinical decisions taken for patients failing on treatment and possible implementation leakages within the monitoring cascade at a large urban HIV Centre in Kampala, Uganda.

Methods: As per internal clinic guidelines, VL results >1,000 copies/ml are flagged by a quality assurance officer and sent to the requesting clinician. The clinician fills a "decision form" choosing: (1) refer for adherence counselling, (2) repeat VL after 3 months, and (3) switch to second line. We performed data extraction on a random sample of 100 patients with VL test >1,000 copies/ml between January and August 2015. For each patient, we described the action taken by the clinicians.

Results: Of 6,438 patients with VL performed, 1,021 (16%) had >1,000 copies/ml. Of the 100 (10.1%) clinical files sampled, 61% were female, median age was 39 years (IQR: 32-47), 81% were on 1st-line ART, 19% on 2nd-line, median CD4 count was 249 cells/µL (IQR: 145-390), median log10 VL 4.42 (IQR: 3.98-4.92). Doctors' decisions were; refer for adherence counseling 49%, repeat VL for 25%, and switch to second line for 24% patients. Forty-one percent were not managed according to the guidelines. Of these, 29 (70.7%) were still active in care, 7 were tracked [5 (12.2%) lost to program, 2 (4.9%) dead] and 5 patients were not tracked.

Conclusion: Despite the implementation of internal systems to manage patients failing ART, we found substantial leakages in the monitoring "cascade". Additional measures and stronger clinical supervision are needed to make every test count, and to ensure appropriate management of patients failing on ART.

目的:描述在乌干达坎帕拉的一个大型城市艾滋病中心的监测级联中,对治疗失败的患者所采取的临床决策和可能的实施泄漏。方法:根据内部临床指南,VL结果>1,000拷贝/ml由质量保证官员标记并发送给请求临床医生。临床医生填写一份“决定表”,选择:(1)转介依从性咨询,(2)3个月后重复VL,(3)切换到二线。我们在2015年1月至8月期间随机抽取了100例VL检测>1,000拷贝/ml的患者进行数据提取。对于每位患者,我们描述了临床医生所采取的行动。结果:6438例VL患者中,1021例(16%)的VL拷贝数大于1000拷贝/ml。在100份(10.1%)临床文件中,61%为女性,中位年龄为39岁(IQR: 32-47), 81%接受一线ART治疗,19%接受二线ART治疗,中位CD4计数为249个细胞/µL (IQR: 145-390),中位log10 VL 4.42 (IQR: 3.98-4.92)。医生的决定是;49%的患者接受依从性咨询,25%的患者重复VL, 24%的患者改用二线治疗。41%的人没有按照指导方针进行管理。其中,29例(70.7%)仍在积极接受治疗,7例被追踪[5例(12.2%)失去治疗计划,2例(4.9%)死亡],5例未被追踪。结论:尽管实施了内部系统来管理抗逆转录病毒治疗失败的患者,但我们发现监测“级联”存在重大漏洞。需要采取额外措施和加强临床监督,使每次检测都有意义,并确保对抗逆转录病毒治疗失败的患者进行适当管理。
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引用次数: 4
Child-Centred Care in HIV Service Provision for Children in Resource Constrained Settings: A Narrative Review of Literature. 在资源有限的环境中为儿童提供以儿童为中心的艾滋病毒服务:文献叙述综述。
IF 1.7 Q4 INFECTIOUS DISEASES Pub Date : 2019-11-26 eCollection Date: 2019-01-01 DOI: 10.1155/2019/5139486
Chipo Mutambo, Kemist Shumba, Khumbulani W Hlongwana

Introduction: Child-centred care approaches are increasingly gaining traction in healthcare; and are being applied in the delivery of HIV care for children in resource constrained settings. However, very little is known about their potential benefits.

Methods: We synthesised literature from primary and secondary publications exploring the philosophical underpinnings of the concept of child-centred care, and its application to HIV service delivery for children in resource constrained settings. We concluded the review by suggesting a conceptual framework for mainstreaming and integrating child-centred care approaches in the management of HIV in resource constrained settings.

Results: The philosophical underpinnings of child-centred care stem from human rights (child-rights), holism, the ecological model, and life-cycle approaches. Although there is no standard definition of child-centred care in the context of HIV, the literature review highlighted several phrases used to describe the "child-centredness" of HIV care for children. These phrases include: (i) Respect for child-healthcare rights. (ii) Using the lifecycle approach to accommodate children of different ages. (iii) Provision of age-appropriate HIV services. (iv) Meaningful participation and inclusion of the child in the healthcare consultation process. (v) Using age-appropriate language to increase the child's understanding during healthcare consultations. (vi) Age-appropriate disclosure. (vii) Primary caregiver (PCG) participation and preparation (equipping the PCGs with information on how to support their children). (viii) Creation of a child-friendly healthcare environment. (ix) Consideration of the child ecological systems to have a holistic understanding of the child. (x) Partnership and collaborative approach between children, PCGs, and healthcare workers (HCWs).

Conclusion: Child-centred care approaches can potentially increase child-participation, promote positive health outcomes and resilience in children living with a communicable, highly stigmatised and chronic condition such as HIV. More evidence from controlled studies is required to provide concrete results to support the application of child-centred care approaches in HIV care services.

引言:以儿童为中心的护理方法在医疗保健中越来越受欢迎;并正在应用于在资源有限的环境中为儿童提供艾滋病毒护理。然而,人们对它们的潜在好处知之甚少。方法:我们综合了小学和中学出版物中的文献,探讨了以儿童为中心的护理概念的哲学基础,以及它在资源有限的环境中为儿童提供艾滋病毒服务的应用。在审查结束时,我们提出了一个概念框架,将以儿童为中心的护理方法纳入资源有限环境中艾滋病毒管理的主流并加以整合。结果:以儿童为中心的护理的哲学基础源于人权(儿童权利)、整体主义、生态模式和生命周期方法。尽管在艾滋病毒的背景下,没有以儿童为中心的护理的标准定义,但文献综述强调了用于描述艾滋病毒儿童护理的“以儿童为核心”的几个短语。这些短语包括:(i)尊重儿童保健权利。(ii)采用生命周期方法来照顾不同年龄的儿童。三提供适合年龄的艾滋病毒服务。(iv)让儿童有意义地参与和参与医疗咨询过程。(v) 在医疗咨询过程中使用与年龄相适应的语言来提高孩子的理解力。(vi)适龄披露。(vii)主要照顾者的参与和准备(向主要照顾者提供如何支持其子女的信息)。八创造有利于儿童的保健环境。九考虑儿童生态系统,以便全面了解儿童。(x) 儿童、PCG和医护人员之间的伙伴关系和合作方法。结论:以儿童为中心的护理方法可能会增加儿童的参与,促进感染艾滋病毒等传染性、高度污名化和慢性疾病的儿童的积极健康结果和复原力。需要对照研究提供更多证据,以提供具体结果,支持在艾滋病毒护理服务中应用以儿童为中心的护理方法。
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引用次数: 10
Clinico-Epidemiological Profile of Children Orphaned due to AIDS Residing in Care Giving Institutions in Coastal South India 居住在南印度沿海地区护理机构的艾滋病孤儿的临床流行病学概况
IF 1.7 Q4 INFECTIOUS DISEASES Pub Date : 2019-11-03 DOI: 10.1155/2019/4712908
Rekha Thapar, Meher Singha, Nithin Kumar, P. Mithra, B. Unnikrishnan, R. Holla, V. Kulkarni, B. Darshan, Avinash Kumar
Background HIV/AIDS has a greater impact on children. Besides being orphaned by the untimely demise of one or both parents due to the disease, these children are more prone for discrimination by the society. Methods In this cross-sectional study 86 children orphaned by AIDS residing in care giving institutions for HIV positive children in Mangalore were assessed for their clinico-epidemiological profile and nutritional status. Institutional Ethics Committee clearance was obtained before the commencement of the study. The collected data were analyzed using SPSS (Statistical Package for Social Sciences) version 11.5 and the results expressed in mean (standard deviation) and proportions. BMI was calculated and nutritional status assessed using WHO Z scores (BMI for Age) for children between 5 and 19 years separately for boys and girls. Results The mean age of the children was 13.2 ± 3 years. Majority (n = 56, 65.1%) of the children were double orphans. Most of the children orphaned by AIDS (n = 78, 90.7%) had a history of both the parents being HIV positive. The median CD4 count of participants at the time of our study was 853.5 (IQR 552–1092) cells/microliter. A higher percentage of orphans were malnourished compared to nonorphans. (41.1% vs. 36.7%). All the educational institutions, wherein the children orphaned by AIDS were enrolled, were aware about their HIV status. Five of the participants felt discriminated in their schools. Only two of the participants felt discriminated by their friends because of their HIV status. Conclusion From our study we draw conclusion that even though the children orphaned due to AIDS are rehabilitated in terms of having shelter and provision of education and health care, much needs to be done in terms of improving the nutritional status of these children and alleviating the discriminatory attitude of the society towards them.
背景艾滋病毒/艾滋病对儿童的影响更大。除了父母一方或双方因疾病过早死亡而成为孤儿外,这些儿童更容易受到社会的歧视。方法在这项横断面研究中,对居住在芒格洛尔HIV阳性儿童护理机构的86名艾滋病孤儿的临床流行病学特征和营养状况进行了评估。研究开始前,已获得机构伦理委员会的批准。使用SPSS(社会科学统计软件包)11.5版对收集的数据进行分析,结果用平均值(标准差)和比例表示。分别使用世界卫生组织Z评分(年龄BMI)计算5至19岁儿童的BMI,并评估男孩和女孩的营养状况。结果儿童平均年龄13.2岁 ± 3年。多数(n=56,65.1%)儿童为双孤儿。大多数因艾滋病而成为孤儿的儿童(n=78,90.7%)的父母都有艾滋病毒阳性史。在我们研究时,参与者的中位CD4计数为853.5(IQR 552–1092)个细胞/微升。孤儿营养不良的比例高于非孤儿。(41.1%对36.7%)。所有因艾滋病而成为孤儿的教育机构都知道自己的艾滋病毒状况。五名参与者感到在学校受到歧视。只有两名参与者因其艾滋病毒状况而感到受到朋友的歧视。结论从我们的研究中我们得出的结论是,尽管因艾滋病而成为孤儿的儿童在获得住所、提供教育和医疗保健方面得到了康复,但在改善这些儿童的营养状况和减轻社会对他们的歧视态度方面,还需要做很多工作。
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引用次数: 1
Corrigendum to "Consistent Condom Use and Associated Factors Among HIV-Positive Clients on Antiretroviral Therapy in North West Ethiopian Health Center, 2016 GC". “2016年西北埃塞俄比亚卫生中心抗逆转录病毒治疗中艾滋病毒阳性客户一致使用安全套及其相关因素”的勘误表。
IF 1.7 Q4 INFECTIOUS DISEASES Pub Date : 2019-10-15 eCollection Date: 2019-01-01 DOI: 10.1155/2019/8218107
Mohammed Seid Ali, Eleni Tesfaye Tegegne, Mekibib Kassa Tessema, Kaleab Tesfaye Tegegne

[This corrects the article DOI: 10.1155/2019/7134908.].

[这更正了文章DOI: 10.1155/2019/7134908]。
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引用次数: 0
Computational Prediction of Subjective Human Immunodeficiency Virus Status in Malawi Using a Random Forest Approach. 马拉维人体免疫缺陷病毒主观状态的随机森林法计算预测
IF 1.8 Q4 INFECTIOUS DISEASES Pub Date : 2019-09-16 eCollection Date: 2019-01-01 DOI: 10.1155/2019/5849183
Sally Sonia Simmons

An individual's subjective judgment about his or her Human Immunodeficiency Virus status depends on certain factors, behavioral, health, and sociodemographic alike. This paper aims to develop a model with good accuracy for predicting subjective HIV infection status using the random forest approach. A total of 12,796 responses of Malawians over a 12-year period were assessed. Fourteen risk factors including behavioral, health, and sociodemographic information were analysed as potential predictors of subjective Human Immunodeficiency Virus infection status in the general population and thirteen behavioral, health, and sociodemographic information were analysed among males and females. The random forest approach was adopted to build a comprehensive model comprising 14 risk factors in Malawi. It was revealed that age, worries about infection, and health rate were the most significant predictors as compared to use of condoms, marital status, and education which were the least important predictors of subjective Human Immunodeficiency Virus status in Malawi. However, the importance of infidelity on the part of a spouse and marital status as predictors of subjective Human Immunodeficiency Virus status alternated among males and females. The importance of infidelity and marital status was relatively high among females than among males. The model achieved a prediction accuracy of about 97%-99% measured by c-statistic with jack-knife cross validation and verified by Mathews correlation coefficient. As a result, RF based model has great potential to be an effective approach for analysing subjective health status.

个人对其人类免疫缺陷病毒状态的主观判断取决于某些因素,如行为、健康和社会人口统计。本文旨在使用随机森林方法开发一个具有良好准确性的预测主观HIV感染状况的模型。在12年的时间里,共评估了12796份马拉维人的答复。分析了14个风险因素,包括行为、健康和社会人口统计信息,作为普通人群中主观人类免疫缺陷病毒感染状况的潜在预测因素,并分析了男性和女性中的13个行为、健康及社会人口统计信息。马拉维采用随机森林方法建立了一个包括14个风险因素的综合模型。研究表明,年龄、对感染的担忧和健康率是最重要的预测因素,而避孕套的使用、婚姻状况和教育是马拉维主观人类免疫缺陷病毒状况的最不重要预测因素。然而,配偶不忠和婚姻状况作为人类免疫缺陷病毒主观状态预测因素的重要性在男性和女性之间交替存在。不忠和婚姻状况在女性中的重要性相对高于男性。该模型实现了约97%-99%的预测准确率,通过c统计量和jack knife交叉验证进行测量,并通过Mathews相关系数进行验证。因此,基于射频的模型有很大的潜力成为分析主观健康状况的有效方法。
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引用次数: 0
Infant Feeding Practices of HIV Positive Mothers and Its Association with Counseling and HIV Disclosure Status in Ethiopia: A Systematic Review and Meta-Analysis 埃塞俄比亚艾滋病毒阳性母亲的婴儿喂养实践及其与咨询和艾滋病毒披露状况的关系:系统回顾和荟萃分析
IF 1.7 Q4 INFECTIOUS DISEASES Pub Date : 2019-08-01 DOI: 10.1155/2019/3862098
Getaneh Mulualem Belay, Chalachew Adugna Wubneh
Introduction Breastfeeding is the ideal food source for all newborns globally. However, in the era of Human Immune Deficiency Virus (HIV) infection, feeding practice is a challenge due to mother-to-child HIV transmission. Therefore, this systematic review and meta-analysis aimed to estimate the national prevalence of exclusive breastfeeding and mixed feeding practices among HIV positive mothers and its association with counseling and HIV disclosure status to the spouse in Ethiopia. Methods We searched all available articles from the electronic databases including PubMed, EMBASE, Google Scholar, and the Web of Science. Moreover, reference lists of the included studies and the Ethiopian institutional research repositories were used. Searching of articles was limited to the studies conducted in Ethiopia and published in English language. We have included observational studies including cohort, cross-sectional, and case-control studies. The weighted inverse variance random effects model was used. The overall variations between studies were checked through heterogeneity test (I2). Subgroup analysis by region was conducted. To assess the quality of the study, the Joanna Briggs Institute (JBI) quality appraisal criteria were employed. Publication bias was checked with the funnel plot and Egger's regression test. Result A total of 18 studies with 4,844 participants were included in this study. The national pooled prevalence of exclusive breastfeeding and mixed feeding practices among HIV positive mothers were 63.43% (95% CI: 48.19, 78.68) and 23.11% (95% CI: 10.10, 36.13), respectively. In the subgroup analysis, the highest prevalence of exclusive breastfeeding practice was observed in Tigray (90.12%) and the lowest in Addis Ababa (41.92%). Counseling on feeding option with an odds ratio of 4.32 (95% CI: 2.75, 6.77) and HIV disclosure status to the spouse with an odds ratio of 6.05 (95% CI: 3.03, 12.06) were significantly associated with exclusive breast feedings practices. Conclusion Most mothers report exclusive breastfeeding, but there are still almost a quarter of mothers who mix feed. Counseling on feeding options and HIV disclosure status to the spouse should be improved.
引言母乳喂养是全球所有新生儿的理想食物来源。然而,在人类免疫缺陷病毒(HIV)感染的时代,由于母婴传播,喂养实践是一个挑战。因此,这项系统综述和荟萃分析旨在估计埃塞俄比亚艾滋病毒阳性母亲中纯母乳喂养和混合喂养的全国流行率及其与咨询和向配偶披露艾滋病毒状况的关系。方法检索PubMed、EMBASE、Google Scholar和Web of Science等电子数据库中的所有可用文章。此外,还使用了纳入研究的参考文献清单和埃塞俄比亚机构研究资料库。对文章的搜索仅限于在埃塞俄比亚进行的以英语发表的研究。我们纳入了观察性研究,包括队列、横断面和病例对照研究。采用加权逆方差随机效应模型。通过异质性检验(I2)检查研究之间的总体差异。按地区进行分组分析。为了评估研究的质量,采用了乔安娜·布里格斯研究所(JBI)的质量评估标准。用漏斗图和Egger回归检验检验发表偏倚。结果本研究共纳入18项研究,共4844名参与者。在艾滋病毒阳性母亲中,纯母乳喂养和混合喂养的全国总患病率分别为63.43%(95%可信区间:48.19,78.68)和23.11%(95%置信区间:10.10,36.13)。在亚组分析中,纯母乳喂养的患病率在提格雷最高(90.12%),在亚的斯亚贝巴最低(41.92%)。优势比为4.32(95%CI:2.75,6.77)的喂养选择咨询和优势比为6.05(95%CI:3.03,12.06)的配偶HIV暴露状况与纯母乳喂养显著相关。结论大多数母亲报告纯母乳喂养,但仍有近四分之一的母亲采用混合喂养。应改进关于喂养选择和向配偶披露艾滋病毒状况的咨询。
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引用次数: 9
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AIDS Research and Treatment
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