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Epidemiology of hepatitis B and C viruses among pregnant women at Queen Elizabeth Central Hospital (QECH), Blantyre Malawi. 马拉维布兰太尔伊丽莎白女王中心医院(QECH)孕妇乙型和丙型肝炎病毒流行病学研究
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-29 eCollection Date: 2025-12-01 DOI: 10.4314/mmj.v37i4.2
Charles Bijjah Nkhata, Alexander J Stockdale, Memory N Mvula, Milton M Kalongonda, Martha Masamba, Isaac Thom Shawa

Background: Viral Hepatitis is a serious public health concern globally with an estimated 1.3 million deaths annually due to hepatitis B and C viruses. Prevention of mother to child transmission is a critical step toward elimination of hepatitis B and C. The main aim of this study was to assess the prevalence of HBV and HCV among pregnant women at Queen Elizabeth Central Hospital in Blantyre.

Method: A descriptive cross-sectional study was conducted among consecutive pregnant women attending routine antenatal care, and/or admitted at QECH in last quarter of 2021. Of the 114 pregnant women, 84 women consented to participate. Serum was tested for HBsAg and Anti-HCV markers using rapid diagnostic tests (RDT) and compared to Enzyme Linked Immunosorbent Assay (ELISA).

Results: Of the 84 consenting pregnant women, the median age was 25.0 years (IQR: 21.0, 33.0). Hepatitis B surface antigen (HBsAg) was detected in 6.0% (n=5/84, 95% CI: 0.03-6.4) of participants using ELISA and in 1.2% (0.2-6.4; n=1/84), using RDTs, while none tested positive for anti-HCV antibodies. There were no significant associations between HBV infection and any of the socio-demographic characteristics or assessed risk factors.

Conclusion: The prevalence of HBV (6%) and HCV (0%) in this population was lower than reported in previous studies of the general Malawian population, where HBV seroprevalence was estimated at 8.1% and HCV below 1%. We highlight potential underdiagnosis using RDTs for HBV, an ongoing significant rate of HBV infection, and a very low prevalence of HCV. Accessible screening and treatment for all positive pregnant women remains essential to eliminate vertical transmission.

背景:病毒性肝炎是全球严重的公共卫生问题,估计每年有130万人死于乙型和丙型肝炎病毒。预防母婴传播是消除乙型肝炎和丙型肝炎的关键一步。本研究的主要目的是评估布兰太尔伊丽莎白女王中心医院孕妇中乙型肝炎和丙型肝炎的流行情况。方法:对2021年第四季度在QECH接受常规产前护理和/或入院的连续孕妇进行描述性横断面研究。在114名孕妇中,84名女性同意参与。采用快速诊断试验(RDT)检测血清HBsAg和抗hcv标志物,并与酶联免疫吸附试验(ELISA)进行比较。结果:84名同意的孕妇中,中位年龄为25.0岁(IQR: 21.0, 33.0)。使用ELISA检测到6.0% (n=5/84, 95% CI: 0.03-6.4)的参与者检测到乙型肝炎表面抗原(HBsAg),使用RDTs检测到1.2% (0.2-6.4,n=1/84),而抗hcv抗体均未检测到阳性。HBV感染与任何社会人口学特征或评估的危险因素之间没有显著关联。结论:该人群中HBV(6%)和HCV(0%)的患病率低于先前对马拉维一般人群的研究报告,其中HBV血清患病率估计为8.1%,HCV低于1%。我们强调使用随机对照试验对HBV的潜在诊断不足,HBV感染率持续显著,HCV患病率非常低。为所有阳性孕妇提供无障碍筛查和治疗对于消除垂直传播仍然至关重要。
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引用次数: 0
Artificial intelligence and task shifting:Opportunities for strengthening health systems in Malawi. 人工智能和任务转移:加强马拉维卫生系统的机会。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-29 eCollection Date: 2025-12-01 DOI: 10.4314/mmj.v37i4.11
Jobiba Chinkhumba

Low-income countries including Malawi face persistent challenges in health service delivery primarily due to a critical shortage of human resources for health (HRH). Artificial intelligence (AI) technologies are gaining traction as tools to support diagnosis, treatment monitoring and health systems efficiency. In this paper, we discuss the potential role of AI in supporting health workers through task-shifting strategies and explore circumstances under which AI-led diagnosis and monitoring could substitute for human providers in a safe, ethical, cost-effective and affordable manner. We highlight opportunities in areas with large service delivery constraints such as radiology, pathology, prevalent and chronic disease monitoring. We discuss the use of discrete choice experiments (DCEs) to investigate preferences of patients, providers, and policymakers on AI integration into healthcare. Finally, we outline policy implications for Malawi. While AI is not a panacea, we argue that it could be an important adjunct to the health workforce if strategically deployed, regulated, and aligned with health system priorities.

包括马拉维在内的低收入国家在提供保健服务方面面临持续挑战,主要原因是卫生人力资源严重短缺。人工智能(AI)技术作为支持诊断、治疗监测和卫生系统效率的工具正在获得越来越多的关注。在本文中,我们讨论了人工智能在通过任务转移策略支持卫生工作者方面的潜在作用,并探讨了在何种情况下,人工智能主导的诊断和监测可以以安全、道德、成本效益和负担得起的方式取代人类提供者。我们强调在诸如放射学、病理学、流行疾病和慢性病监测等服务提供受限的领域的机会。我们讨论使用离散选择实验(DCEs)来调查患者、提供者和政策制定者对人工智能整合到医疗保健中的偏好。最后,我们概述了对马拉维的政策影响。虽然人工智能不是万灵药,但我们认为,如果进行战略性部署、加以监管并与卫生系统的优先事项保持一致,人工智能可以成为卫生人力的重要辅助手段。
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引用次数: 0
Professor Genesis Chorwe-Sungani talks to Thengo Kavinya on his career. Genesis Chorwe-Sungani教授与Thengo Kavinya谈论他的职业生涯。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2026-01-29 eCollection Date: 2025-12-01 DOI: 10.4314/mmj.v37i4.13
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引用次数: 0
A Cross-Sectional Study of Musculoskeletal Discomfort and Burnout Syndrome in Physicians and Nurses at a University Hospital in Turkey. 土耳其一所大学医院的医生和护士肌肉骨骼不适和倦怠综合征的横断面研究。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-15 eCollection Date: 2025-09-01 DOI: 10.4314/mmj.v37i3.8
İbrahim Eyı, Banu Yeşim Büyükakinci

Background: Musculoskeletal discomfort (MSD) and burnout syndrome (BS) represent frequently occurring issues among physicians and nurses. Psychosocial conditions having a critical role in BS may be a factor in MSD.

Objective: This study aimed to evaluate MSDs and BS, socio-demographics (gender, marital status, education, profession, sleep), work-related characteristics (working year, resting period, working hours, number of shifts) associated with MSDs/BS, and the relationship between MSDs and BS in physicians and nurses.

Methods: The study was cross-sectional and was conducted on 217 physicians and nurses at Trakya University Health Centre for Medical Research and Practice (Hospital) from December 2019 to February 2020 using a pre-designed questionnaire for demographics, Copenhagen Burnout Inventory and Cornell Musculoskeletal Discomfort Questionnaire. SPSS v.24.0 software and statistical techniques were used to analyse the data.

Results: 59% of the participants were physically strained and the average score for BS was 50.33. An association was found between MSDs/BS, and demographic/work-related characteristics (gender, marital status, education, profession, sleep, working year, resting period, working hour, number of shifts). The most common MSDs was in the upper and lower back, left/right lower leg, and left/right leg. The Pearson correlation test showed a statistically significant relationship between MSDs (neck, left/right shoulder, upper back, left upper arm, lower back, left/right forearm, right wrist, left/right lower leg, left/right foot) and BS.

Conclusion: This study concludes that the existence of MSD and BS and the significant association of different demographics with MSD/BS among physicians and nurses needs to be adequately addressed. The interaction of MSD with BS suggests the need for more interdisciplinary research. Protective measures should focus on the most exposed parts of the body.

背景:肌肉骨骼不适(MSD)和倦怠综合征(BS)是医生和护士中经常发生的问题。在BS中起关键作用的社会心理状况可能是MSD的一个因素。目的:本研究旨在评估医生和护士的MSDs与BS、社会人口统计学(性别、婚姻状况、教育程度、职业、睡眠)、工作特征(工作年限、休息时间、工作时间、班次)与MSDs/BS的关系,以及MSDs与BS之间的关系。方法:采用横断面研究方法,于2019年12月至2020年2月对特拉基亚大学医学研究与实践健康中心(医院)的217名医生和护士进行了研究,使用预先设计的人口统计学问卷、哥本哈根倦怠量表和康奈尔肌肉骨骼不适问卷。采用SPSS v.24.0软件和统计学技术对数据进行分析。结果:59%的参与者身体紧张,BS平均得分为50.33。发现MSDs/BS与人口统计学/工作相关特征(性别、婚姻状况、教育程度、职业、睡眠、工作年限、休息时间、工作时间、班次)之间存在关联。最常见的MSDs发生在上、下背部、左/右小腿和左/右腿。Pearson相关检验显示,MSDs(颈部、左/右肩、上背部、左上臂、下背部、左/右前臂、右手腕、左/右小腿、左/右脚)与BS之间存在显著相关。结论:本研究得出结论,MSD和BS的存在以及不同人口统计学与医生和护士MSD/BS的显著关联需要得到充分解决。MSD与BS的相互作用表明需要更多的跨学科研究。防护措施应集中在身体暴露最多的部位。
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引用次数: 0
Screening and analysis of plasma differential lncRNA/mRNA in early pregnancy of preeclampsia. 妊娠早期子痫前期血浆差异lncRNA/mRNA的筛选与分析。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-15 eCollection Date: 2025-09-01 DOI: 10.4314/mmj.v37i3.7
Xin Zhang, Ning Yang, Jie Lu, Yan-Yan Tao, Xiulong Niu, Wei Cai, Shaobo Chen, Yuming Li

Objectives: This study aimed to characterise the expression profiles of long non-coding RNA (lncRNA) and messenger RNA (mRNA) in plasma samples from individuals with preeclampsia (PE) during early pregnancy (7-14 weeks of gestation). We sought to identify key signalling pathways and biological functions linked to these transcripts and evaluate their potential for early PE diagnosis and therapeutic intervention.

Methods: From January to June 2019, we analysed frozen plasma samples from eight PE patients and eight normotensive pregnant women matched for gestational age. Transcriptome sequencing was performed using the Illumina HiSeq 4000 platform. Differentially expressed lncRNAs and mRNAs were identified with thresholds of |fold change (FC)| ≥ 2 and P ≤ 0.05. Functional enrichment analyses (Gene Ontology [GO] and Kyoto Encyclopedia of Genes and Genomes [KEGG]) were conducted to elucidate associated pathways, and a lncRNA-mRNA coexpression network was constructed to explore regulatory interactions.

Results: We identified 361 significantly dysregulated lncRNAs (171 up- and 190 down-regulated) and 3,798 mRNAs (3,320 up- and 478 down-regulated). Top dysregulated transcripts included ENST00000440816 (lncRNA, log2FC = +175.29) and TEX35 (mRNA, log2FC = +8.70). Gene Ontology analysis revealed enrichment in inflammatory response, cell adhesion, and transferase activity, while Kyoto Encyclopedia of Genes and Genomes pathways implicated phosphoinositide 3-kinase-protein kinase B, nuclear factor kappa-light-chain-enhancer of activated B cells (NF-κB), and mechanistic target of rapamycin (mTOR) signalling. Coexpression networks highlighted strong associations between dysregulated transcripts and oxidative stress/inflammatory processes.

Conclusion: Early-pregnancy plasma lncRNAs and mRNAs are markedly dysregulated in PE and correlate with pathogenic pathways. Notably, lncRNAs with |log2FC| ≥ 5 and mRNAs with |log2FC| ≥ 6 may serve as novel biomarkers for early PE prediction.

目的:本研究旨在描述妊娠早期(妊娠7-14周)子痫前期(PE)患者血浆样本中长链非编码RNA (lncRNA)和信使RNA (mRNA)的表达谱。我们试图确定与这些转录本相关的关键信号通路和生物学功能,并评估其早期PE诊断和治疗干预的潜力。方法:2019年1月至6月,我们分析了8例PE患者和8例胎龄匹配的正常孕妇的冷冻血浆样本。使用Illumina HiSeq 4000平台进行转录组测序。差异表达的lncrna和mrna鉴定阈值为|≥2,P≤0.05。通过功能富集分析(Gene Ontology [GO]和京都基因与基因组百科全书[KEGG])来阐明相关途径,并构建lncRNA-mRNA共表达网络来探索调控相互作用。结果:我们确定了361个显著失调的lncrna(171个上调,190个下调)和3798个mrna(3320个上调,478个下调)。最严重的异常转录物包括ENST00000440816 (lncRNA, log2FC = +175.29)和TEX35 (mRNA, log2FC = +8.70)。基因本体论分析显示,炎症反应、细胞粘附和转移酶活性富集,而京都基因和基因组百科全书途径涉及磷酸肌肽3-激酶蛋白激酶B、活化B细胞的核因子κB轻链增强子(NF-κB)和雷帕霉素(mTOR)信号传导的机制靶点。共表达网络强调了失调转录物与氧化应激/炎症过程之间的强烈关联。结论:妊娠早期血浆lncrna和mrna在PE中存在明显的失调,并与PE的发病途径相关。值得注意的是,|log2FC|≥5的lncRNAs和|log2FC|≥6的mrna可能作为早期PE预测的新型生物标志物。
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引用次数: 0
Impact of Dysmenorrhea on Participation in Academic Activities by Female Undergraduate Pharmacy Students in Nigerian Universities: A Nationwide Cross-Sectional Assessment. 痛经对尼日利亚大学药学女本科生学术活动参与的影响:一项全国性的横断面评估。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-15 eCollection Date: 2025-09-01 DOI: 10.4314/mmj.v37i3.3
Jennifer Chinaecherem Onyehalu, Abdulmuminu Isah, Ezinwanne Jane Ugochukwu, Chukwuemeka Augustine Nwachuya, Chisom Victoria Aniefuna, Dickson Onyedikachi Ugwu, Uzochukwu Emmanuel Chima, Anthony Uche Umeh, Hadiza Usman Ma'aji, Maryam Jummai Imam

Background: Dysmenorrhea is a gynecological condition with symptoms ranging from mild pain to severe pain. In students especially those enrolled in rigorous academic programs like pharmacy, the condition may disrupt their academic participation and performance. However, there have been limited evidence on how it impedes this population's academic activities.

Objectives: To assess the impact of dysmenorrhea on participation in academic activities among pharmacy students in Nigerian universities.

Methods: This study was conducted using a cross-sectional self-administered questionnaire-based design among pharmacy students in Nigeria universities. Cluster random sampling technique (one school of pharmacy per each of the six geopolitical zones) was employed in selecting the participating pharmacy schools. Descriptive analysis was done to summarize the data. Chi-square test was performed to identify the relationships between various study variables across the universities. Binary logistic regression was used to determine predictors of the impact of dysmenorrhea on the respondents' participation in academic activities.

Results: Out of 1387 respondents, the majority [972(70.08%)] were aged 20-25 years. Almost all respondents [1311(90.52%)] were single. Most of them [975 (70.30%)] saw their menses for the first time at ages 12-15 years. Among the respondents, 1220(87.96%) reported experiencing dysmenorrhea (p=0.017). Of these, 669(54.84%) had their onset of pain on the first day of their menses (p=0.017). Moderate [587(48.11%)] and severe [432(35.41%)] pain were reported. The reported impacts of dysmenorrhea included decrease in physical activities [1151(94.34%)], decreased concentration during lectures [1079(88.44%)], decrease in studying time [1011(82.87%)], absence from classes [643(52.70%)], and poor examination performance [299(24.51%)]. Predictors of the impact of dysmenorrhea were age, institution, level of study and pain intensity.

Conclusion: The study revealed a high prevalence of primary dysmenorrhea, characterized by predominantly moderate pain lasting 1-2 days. The impacts included decreased physical activities, reduced concentration in lectures, decreased study time, class absenteeism, and poor examination performance.

背景:痛经是一种妇科疾病,症状从轻微疼痛到剧烈疼痛不等。在学生中,尤其是那些参加严格的学术课程的学生,如药学,这种情况可能会扰乱他们的学术参与和表现。然而,关于它如何阻碍这一人群的学术活动的证据有限。目的:评估痛经对尼日利亚大学药学专业学生参加学术活动的影响。方法:本研究采用横断面自填问卷法对尼日利亚大学药学专业学生进行调查。采用整群随机抽样方法(6个地缘政治区域各1所药学院校)选择参与研究的药学院校。采用描述性分析对数据进行总结。采用卡方检验确定各研究变量之间的关系。使用二元逻辑回归来确定痛经对受访者参与学术活动的影响的预测因子。结果:1387名被调查者中,年龄在20 ~ 25岁的占972人(70.08%)。几乎所有被调查者[1311人(90.52%)]都是单身。其中975例(70.30%)在12 ~ 15岁时首次月经。其中1220人(87.96%)报告痛经(p=0.017)。其中669例(54.84%)在月经第一天出现疼痛(p=0.017)。中度疼痛[587例(48.11%)]和重度疼痛[432例(35.41%)]。据报道,痛经的影响包括体力活动减少[1151例(94.34%)],上课注意力下降[1079例(88.44%)],学习时间减少[1011例(82.87%)],缺课[643例(52.70%)],考试成绩不佳[299例(24.51%)]。痛经影响的预测因子为年龄、机构、学习水平和疼痛强度。结论:该研究揭示了原发性痛经的高患病率,其特征主要是持续1-2天的中度疼痛。影响包括体力活动减少、讲课注意力下降、学习时间减少、缺课和考试成绩不佳。
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引用次数: 0
Determination of Factors Affecting Covid-19 Vaccine Literacy and in Pandemics Vaccine Hesitation Levels of Adults: A Cross-sectional Study. 确定影响成人Covid-19疫苗识字率和大流行疫苗犹豫水平的因素:一项横断面研究
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-15 eCollection Date: 2025-09-01 DOI: 10.4314/mmj.v37i3.6
Dilay Açil, Ayşe Çal, Burcu Cengız

Background: The vaccination status and risk perception towards the vaccine of individuals varies according to their level of knowledge about the vaccine. But the anti-vaccination or vaccine hesitancy movement that has emerged in pandemic period. It was aimed to evaluate the factors affecting Covid-19 vaccine literacy and vaccine hesitation levels of adults in pandemics.

Methods: This study was conducted with individuals working in a public institution between June and September 2022 as a cross-sectional design (n=435). The data were collected through the Introductory Information Form, the Covid-19 Vaccine Literacy Scale and the Vaccine Hesitancy Scale in Pandemics.

Results: The rate of the participants who had the Covid-19 vaccine was found to be 96.8%. The total mean score of the Covid-19 Vaccine Literacy Scale was found to be 2.71±.49 and the Vaccine Hesitancy in Pandemics Scale total mean score to be 27.94±5.19. The Covid-19 vaccine literacy level of the participants had a statistically significant effect on the vaccine hesitancy in pandemics (p<.05). Vaccine hesitancy may be associated with many different variables; educational status and vaccine literacy are predictors of vaccine hesitancy.

Conclusion: Covid-19 vaccine literacy was found to be moderate in the group examined, and it affected the level of vaccine hesitancy and the predictors of them. It is crucial that the health professionals especially nurses and social media resources preferred by the society as a source of information convey accurate and up-to-date information to individuals. Nurses should be a facilitator for community getting right and currrent knowledge of vaccines via social media, face to face contact, scientific programmes.

背景:个体的疫苗接种状况和对疫苗的风险认知因其对疫苗的知识水平而异。但在大流行时期出现的反疫苗接种或疫苗犹豫运动。该研究旨在评估大流行中影响成人Covid-19疫苗素养和疫苗犹豫水平的因素。方法:本研究采用横断面设计,于2022年6月至9月在公共机构工作的个人(n=435)进行。数据通过《介绍信息表》、《Covid-19疫苗素养量表》和《大流行中疫苗犹豫量表》收集。结果:新冠肺炎疫苗接种率为96.8%。新冠肺炎疫苗素养量表总平均得分为2.71±。大流行疫苗犹豫量表总平均得分为27.94±5.19分。参与者的Covid-19疫苗识字率水平对大流行时的疫苗犹豫有统计学意义(p结论:在所调查的人群中,发现Covid-19疫苗识字率处于中等水平,并影响疫苗犹豫水平及其预测因子。至关重要的是,卫生专业人员,特别是护士和社会首选的社会媒体资源作为信息来源,向个人传达准确和最新的信息。护士应该成为社区通过社交媒体、面对面接触和科学规划获得正确和最新疫苗知识的促进者。
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引用次数: 0
Effect of Hepatitis C Virus Infection on Liver Function, T Cell Immunity, and Mortality Risk in Maintenance Hemodialysis Patients. 丙型肝炎病毒感染对维持性血液透析患者肝功能、T细胞免疫及死亡风险的影响
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-15 eCollection Date: 2025-09-01 DOI: 10.4314/mmj.v37i3.2
Ning Zhang, Hua Liu, Syleenah Molebogeng Moloto, Jian Hu, Jie Zheng, Yingli He, Xiaoqin Wang

Objective: This retrospective study explored the clinical impact of hepatitis C virus (HCV) infection in maintenance hemodialysis (MHD) patients through comprehensive analysis of liver/renal function parameters, cellular immunity profiles, and long-term survival outcomes.

Methods: The study enrolled 28 HCV-infected MHD patients (MHD-HCV group), 28 HCV-negative MHD patients (MHD group), and 21 healthy controls (NC group) retrospectively. Liver and renal functions, lymphocyte subset analysis, and interleukin-10 (IL-10) levels were assessed. Overall survival at a median follow-up of 4 years was compared between the MHD-HCV and MHD groups.

Results: Biochemical analysis demonstrated significantly elevated liver enzymes in the MHD-HCV group compared to MHD group, with mean alanine aminotransferase (ALT) levels of 26.6 ± 18.6 vs. 10.1 ± 7.1U/L (P < 0.001) and aspartate aminotransferase (AST) levels of 20.0 ± 9.0 vs. 11.8 ± 5.5U/L (P = 0.001). Furthermore, the MHD-HCV group had elevated total bile acid (7.70 ± 7.17 vs. 3.44 ± 1.75, P = 0.007), total protein (67.9 ± 5.2 vs. 63.9 ± 5.6, P = 0.012), globulin (31.1 ± 5.9 vs. 26.5 ± 3.6, P = 0.003). Immunological profiling revealed significant upregulation of both regulatory T cells (Tregs: 4.48 ± 2.94 vs. 2.48 ± 1.81, P < 0.001) and interleukin-10 (IL-10: 78.7 ± 45.1 vs. 34.2 ± 15.2, P < 0.001). The patients in the MHD-HCV group had higher mortality risk compared with those in the MHD group (χ2=4.383, P = 0.036).

Conclusion: HCV infection in MHD patients leads to non-negligible liver dysfunction, elevated Tregs and IL-10, as well as higher mortality.

目的:本回顾性研究通过对维持性血液透析(MHD)患者肝肾功能参数、细胞免疫特征和长期生存结局的综合分析,探讨丙型肝炎病毒(HCV)感染的临床影响。方法:回顾性选取28例hcv感染的MHD患者(MHD- hcv组)、28例hcv阴性的MHD患者(MHD组)和21例健康对照(NC组)。评估肝肾功能、淋巴细胞亚群分析和白细胞介素-10 (IL-10)水平。在MHD- hcv组和MHD组之间进行中位随访4年的总生存率比较。结果:与MHD组相比,MHD- hcv组肝酶水平显著升高,平均丙氨酸转氨酶(ALT)水平为26.6±18.6比10.1±7.1U/L (P < 0.001),天冬氨酸转氨酶(AST)水平为20.0±9.0比11.8±5.5U/L (P = 0.001)。此外,MHD-HCV组总胆汁酸(7.70±7.17比3.44±1.75,P = 0.007)、总蛋白(67.9±5.2比63.9±5.6,P = 0.012)、球蛋白(31.1±5.9比26.5±3.6,P = 0.003)升高。免疫学分析显示,调节性T细胞(Tregs: 4.48±2.94 vs. 2.48±1.81,P < 0.001)和白细胞介素-10 (IL-10: 78.7±45.1 vs. 34.2±15.2,P < 0.001)均显著上调。MHD- hcv组患者死亡风险高于MHD组(χ2=4.383, P = 0.036)。结论:MHD患者感染HCV导致不可忽视的肝功能障碍,Tregs和IL-10升高,死亡率较高。
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引用次数: 0
A reproducible R workflow to preserve variable and value labels in Stata, SPSS, and SAS datasets for transparent and reproducible health research. 可重复的R工作流,用于在Stata、SPSS和SAS数据集中保存变量和值标签,以实现透明和可重复的健康研究。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-15 eCollection Date: 2025-09-01 DOI: 10.4314/mmj.v37i3.10
Wingston Felix Ng'ambi, Adamson Sinjani Muula

Introduction: Large-scale health surveys like the Demographic and Health Surveys (DHS) and WHO STEPS are essential for tracking health trends and guiding policies in low- and middle-income countries. However, when these datasets are imported into tools like R, they often lose crucial metadata, variable and value labels, turning clear categories into cryptic codes. This slows analysis, risks errors, and weakens data reuse.

Methods: We developed a reproducible workflow in R to import and process survey data while preserving variable and value labels. Using open-source packages such as haven, labelled, and tidyverse, we automated reading of datasets, extraction of metadata, replacement of codes with readable labels, and renaming of variables with full descriptions. The workflow was designed to be modular, easy to adapt, and accessible for analysts with basic R skills.

Results: We tested the workflow on the contraceptive use module from the 2015/16 Malawi DHS and the tobacco use module from Malawi's Global Youth Tobacco Survey. Without our process, variables appeared as vague codes (e.g., v312) and responses as plain numbers. After applying our workflow, these were transformed into clear, labelled categories like "Injectable" or "Never Married." Frequency tables generated from the cleaned data were easier to interpret and share. This automated approach saved several hours of manual recoding and reduced the risk of errors.

Conclusion: By maintaining metadata, our workflow improves transparency, reproducibility, and efficiency in digital health research. This supports better training, clearer communication, and more reliable use of health data for policy and program decisions.

人口与健康调查(DHS)和世卫组织STEPS等大规模卫生调查对于跟踪低收入和中等收入国家的卫生趋势和指导政策至关重要。然而,当这些数据集被导入到像R这样的工具中时,它们往往会丢失关键的元数据、变量和值标签,将清晰的类别变成神秘的代码。这会减慢分析速度,增加出错的风险,并削弱数据重用。方法:我们在R中开发了一个可重复的工作流来导入和处理调查数据,同时保留变量和值标签。使用诸如haven, labeled和tidyverse等开源软件包,我们自动读取数据集,提取元数据,用可读标签替换代码,并使用完整描述重命名变量。工作流被设计成模块化的,易于适应,并且对于具有基本R技能的分析人员来说是可访问的。结果:我们测试了2015/16年马拉维人口与健康调查的避孕使用模块和马拉维全球青年烟草调查的烟草使用模块的工作流程。如果没有我们的处理,变量将显示为模糊的代码(例如,v312),响应将显示为普通数字。在应用我们的工作流程后,这些被转换成清晰的,标记的类别,如“注射”或“未婚”。从清理后的数据生成的频率表更容易解释和共享。这种自动化的方法节省了几个小时的手动重新编码,并降低了错误的风险。结论:通过维护元数据,我们的工作流程提高了数字健康研究的透明度、可重复性和效率。这有助于更好的培训、更清晰的沟通和更可靠地使用卫生数据来制定政策和规划决策。
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引用次数: 0
Dr Martha Makwero talks to Thengo Kavinya on her career. Martha Makwero博士与Thengo Kavinya谈论她的职业生涯。
IF 0.8 4区 医学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Pub Date : 2025-09-15 eCollection Date: 2025-09-01 DOI: 10.4314/mmj.v37i3.11
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引用次数: 0
期刊
Malawi Medical Journal
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