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Diabetes mellitus in ECOWAS: an overview of the safety and efficacy of medicinal plants used in traditional medicine practices. 西非经共体的糖尿病:传统医学实践中使用的药用植物的安全性和有效性概述。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-23 DOI: 10.1186/s41182-026-00936-4
Okri Fréjus Hans Ohouko, Brice Boris Lègba, Eric Agbodjento, Ayodele Oluwasoji Akanmu, Sulayman Tunde Balogun, Priscilla Kolibea Mante, Jailson Mendes, Olufunke Adebola Sodipo, Victorien Dougnon, Jean Robert Klotoé

Background: The rich biodiversity of West Africa supports a vast repository of medicinal plants, with traditional medicine playing a central role in managing diseases such as diabetes. Despite their widespread use, the safety and efficacy of these herbal treatments have not been scientifically explored. This study aims to analyze the traditional uses of antidiabetic plants in Economic Community of West African States countries in relation to the available scientific evidence.

Methods: A three-step approach was used. Firstly, ethnopharmacological studies on diabetes management in West Africa were identified. Secondly, the twelve most cited plants were selected on the basis of their frequency of citation of traditional antidiabetic uses, and their citation in at least five of the countries considered. Thirdly, scientific databases were searched for available in vitro, in vivo, and clinical studies examining the antidiabetic effects, antioxidant properties, and potential toxicity of the twelve plants selected.

Results: This study identified 638 medicinal plants from 32 ethnopharmacological studies conducted in eight West African countries. The twelve most cited plants were Mangifera indica, Rauvolfia vomitoria, Azadirachta indica, Morinda lucida, Launea taraxacifolia, Momordica charantia, Phyllanthus amarus, Vernonia amygdalina, Carica papaya, Annona senegalensis, Allium sativum and Ocimum gratissimum. Most remedies were prepared from leaves, roots, and bark, commonly as decoctions or macerations, and demonstrated notable hypoglycemic activity. However, the mechanism of action behind the antidiabetic activity of these plants has rarely been addressed, and few of these plants have undergone clinical trials and in-depth toxicological evaluations.

Conclusion: This review highlights a significant gap between traditional knowledge and scientific assessment. Although these traditional medicinal plants show promise for diabetes management, further scientific validation is needed to ensure their safe and effective use in modern healthcare systems.

背景:西非丰富的生物多样性支持了一个巨大的药用植物资源库,传统医学在管理糖尿病等疾病方面发挥着核心作用。尽管它们被广泛使用,但这些草药治疗的安全性和有效性尚未得到科学的探索。本研究旨在根据现有的科学证据分析西非国家经济共同体国家抗糖尿病植物的传统用途。方法:采用三步法。首先,确定了西非糖尿病管理的民族药理学研究。其次,12种被引用最多的植物是根据它们在传统抗糖尿病用途的被引用频率,以及它们在至少5个被考虑的国家被引用的频率来选择的。第三,检索了12种植物的体外、体内和临床研究,研究了它们的抗糖尿病作用、抗氧化特性和潜在毒性。结果:本研究从西非8个国家的32项民族药理学研究中鉴定出638种药用植物。被引用最多的12种植物分别是芒果、野蔷薇、印楝、桑林达、龙葵、苦瓜、千盏花、苦杏仁、番木瓜、凤仙花、葱和凤仙花。大多数药物是由叶子、根和树皮制成的,通常作为煎剂或浸渍剂,并显示出显著的降糖活性。然而,这些植物抗糖尿病活性的作用机制很少得到解决,而且这些植物很少进行临床试验和深入的毒理学评估。结论:本综述突出了传统知识与科学评估之间的显著差距。尽管这些传统药用植物有望用于糖尿病管理,但需要进一步的科学验证,以确保它们在现代卫生保健系统中的安全有效使用。
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引用次数: 0
Chronic phase of Chikungunya: understanding the impact of joint pain using data science and artificial intelligence. 基孔肯雅热的慢性期:利用数据科学和人工智能了解关节疼痛的影响。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-20 DOI: 10.1186/s41182-026-00940-8
Gabriel Masson, Kaio Viana, Sebastião Rogerio, Kayo Henrique de C Monteiro, Jamile Taniele-Silva, Gabriela Cavalcanti Lima Albuquerque, Moacyr Jesus Barreto de Melo Rêgo, André Machado de Siqueira, Raphael Dourado, Patricia Takako Endo

Background: Chikungunya is an arbovirus capable of affecting the musculoskeletal system of infected individuals. Furthermore, it has the potential to progress from the acute to the chronic phase, marked by the prevalence of symptoms of arthralgia. Joint pain compromises the performance of daily activities, including psychological, economic, and physical functioning.

Methods: Through the use of data science techniques, such as data analysis, evaluation, and visualization, the aim is to understand the influence of pain points on disease progression. Furthermore, we also evaluate artificial intelligence models to calculate the likelihood of patients progressing to a chronic phase.

Results: The data analysis showed that arthralgia was reported by 97.70% of the sample (339 cases), followed by 74.06% edema (257 cases), 36.31% low back pain (126 cases) and 34.58% myalgia (120 cases), being factors that are related to chronicity. The artificial intelligence models have achieved metrics above 60%, demonstrating potential for estimating the likelihood of a patient's progression to the chronic phase.

Conclusions: Based on these estimates, healthcare professionals can adopt preventive measures capable of mitigating the disease's impacts. Implementing these models in the decision-making process becomes an important ally in the fight against Chikungunya in Brazil, helping to mitigate the social and economic impacts caused by the chronic phase.

背景:基孔肯雅热是一种能够影响感染者肌肉骨骼系统的虫媒病毒。此外,它有可能从急性发展到慢性期,以关节痛症状的流行为标志。关节疼痛影响日常活动的表现,包括心理、经济和身体功能。方法:通过使用数据科学技术,如数据分析、评估和可视化,目的是了解痛点对疾病进展的影响。此外,我们还评估人工智能模型来计算患者进展到慢性期的可能性。结果:数据分析显示,97.70%(339例)的患者报告了关节痛,水肿(257例)占74.06%,腰痛(126例)占36.31%,肌痛(120例)占34.58%,均为慢性相关因素。人工智能模型已达到60%以上的指标,显示出估计患者进展到慢性期的可能性的潜力。结论:基于这些估计,卫生保健专业人员可以采取能够减轻疾病影响的预防措施。在决策过程中实施这些模式成为巴西抗击基孔肯雅热的重要盟友,有助于减轻慢性阶段造成的社会和经济影响。
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引用次数: 0
Progression from uncomplicated to severe malaria among children in settings receiving different combinations of malaria control interventions in sub-Saharan Africa: a systematic review and meta-analysis. 在撒哈拉以南非洲接受不同疟疾控制干预措施组合的环境中,儿童疟疾从简单到严重的进展:系统回顾和荟萃分析。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-20 DOI: 10.1186/s41182-026-00938-2
Erick Jacob Okek, Jeshua Jehopio, Obondo James Sande, Benson Musinguzi, Silvia Awor, Juliet Asio, Doare Kirsty Le, Julius Lutwama, Annet Kinengyere Alison, Felix Bongomin, Moses Ocan, Jonathan Kayondo

Background: There is a high variability in the pattern of deployment of combinations of malaria vectors and parasite control interventions across sub-Saharan Africa. Effects of such deployment on disease progression from uncomplicated to severe malaria (a proxy measure of naturally acquired immunity against clinical malaria) is unknown. This systematic review and meta-analysis determined the prevalence of progression from uncomplicated to severe malaria, prevalence of parasitaemia and prevalence of gametocytemia among children in settings receiving different combinations of malaria control interventions in sub-Saharan Africa.

Methods: The protocol for this review was registered by the International Prospective Register for Systematic Review (PROSPERO) with registration number CRD 42024619945. The review followed the Preferred Reporting Items for Systematic Review and Meta-analysis (PRISMA) guidelines. We comprehensively searched relevant articles published in PubMed, Embase, Web of Science, Scopus and Google Scholar from 1st January 2000 to 31st December 2024. Title, abstract and full text screening were done by inserting relevant search terms and Boolean operators in the search engines of the databases. Bibliography searches of referenced literature were also done. Risk of Bias analysis was done using modified Newcastle-Ottawa tool. Random effects model, Odds ratio and pooled 95% confidence interval in STATA ver 17.0 were used to perform bivariate meta-analysis and sub-group analysis.

Results: Twelve studies involving 9,283,160 individuals were included in this review. There was no significant difference in the odds of progression from uncomplicated to severe malaria in settings receiving different combinations of malaria control interventions (OR:0.56; 95%CI 0.31 to 1.02P = 0.06). Simultaneous deployment of more combinations of malaria control interventions were associated with significantly lower odds of severe malaria(pooled OR = 0.41; 95%CI0.30,to 0.56; p < 0.00), lower odds of parasitaemia (pooled OR = 0.52; 95%CI0.38 to 0.70; p < 0.00), lower odds of uncomplicated malaria (pooled OR = 0.64; 95% CI0.43 to 0.95; p = 0.003) and a lower odds of gametocytes (pooled OR = 0.41; 95% CI 0.28 to 0.60; p < 0.00). There is no significant difference in the odds of severe malaria between settings with single versus those with no interventions (pooled OR = 0.35; 95%CI 0.11 to 1.13). Selected articles exhibited high heterogeneity.

Conclusion: In comparison to single or no intervention, combination of multiple malaria control interventions significantly protects against severe malaria, parasitaemia, gametocytes and uncomplicated malaria. In comparison to single or no interventions, deployment of multiple combinations of control interventions did not offer additional protection against progression from uncomplicated to severe malaria.

背景:在撒哈拉以南非洲,疟疾媒介和寄生虫控制干预措施组合的部署模式存在很大差异。这种部署对从简单疟疾向严重疟疾(临床疟疾自然获得性免疫的替代指标)进展的影响尚不清楚。本系统综述和荟萃分析确定了撒哈拉以南非洲地区接受不同疟疾控制干预措施组合的儿童中,从简单疟疾向严重疟疾进展的患病率、寄生虫病的患病率和配子体贫血的患病率。方法:本综述的方案已通过国际前瞻性系统评价注册(PROSPERO)注册,注册号为CRD 42024619945。该评价遵循了系统评价和荟萃分析的首选报告项目(PRISMA)指南。我们综合检索了2000年1月1日至2024年12月31日在PubMed、Embase、Web of Science、Scopus和谷歌Scholar上发表的相关文章。通过在数据库的搜索引擎中插入相关搜索词和布尔运算符,完成标题、摘要和全文的筛选。对参考文献进行了书目检索。偏倚风险分析采用改良的Newcastle-Ottawa工具进行。采用随机效应模型、比值比和合并95%置信区间进行双变量荟萃分析和亚组分析。结果:本综述纳入了12项研究,涉及9,283,160人。在接受不同疟疾控制干预措施组合的环境中,从简单疟疾向严重疟疾进展的几率没有显著差异(OR:0.56; 95%CI 0.31至1.02P = 0.06)。同时部署更多的疟疾控制干预措施组合与严重疟疾的发生率显著降低相关(合并OR = 0.41; 95%CI0.30,至0.56;p)结论:与单一或不干预相比,多种疟疾控制干预措施组合可显著预防严重疟疾、寄生虫血症、配子体和非复杂性疟疾。与单一或不采取干预措施相比,部署多种控制干预措施组合并不能提供额外保护,防止疟疾从简单发展为严重。
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引用次数: 0
Correction: A qualitative evaluation of access to essential laboratory services for communicable diseases at the primary health care level in the Western Pacific Region. 更正:对西太平洋区域初级保健一级获得传染病基本实验室服务的情况进行定性评价。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-13 DOI: 10.1186/s41182-026-00912-y
Innocent Mupunga, Wayne Dimech, Kiyohiko Izumi, Kalpeshsinh Rahevar, Kazim Sanikullah, James F Kelley, Fukushi Morishita, Huong Tran, Rajendra P Yadav
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引用次数: 0
Effectiveness of dimeticone oils versus sodium carbonate solution in the treatment of tungiasis in Kenya: a non-inferiority randomised trial. 二聚二酮油与碳酸钠溶液治疗肯尼亚通尼亚线虫病的有效性:一项非劣效性随机试验。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-12 DOI: 10.1186/s41182-026-00909-7
Kana Suzuki, Yasuhiko Kamiya, Chris Smith, Satoshi Kaneko, Juma Vitalis, Obino Tai, Abigael Osendi, Asiko Ongaya, Evans Amukoye

Background: Tungiasis is a cutaneous parasitic disease caused by the female flea Tunga penetrans. The World Health Organization recommends two-component dimeticone (NYDA®) as the sole treatment for tungiasis; however, this topical medication is not available in Kenya. In western Kenya, sodium carbonate has been adopted as a traditional village-based treatment. A pilot study found that the proportion of dead fleas on day 7 was higher with NYDA® treatment than that with 5% sodium carbonate treatment (87% vs. 64%, respectively). This study was aimed at assessing the 11-day cure rates of tungiasis by comparing the efficacy of sodium carbonate and NYDA® treatments in Vihiga County, Kenya.

Methods: A randomised, observer-blinded, non-inferiority trial was conducted, with the non-inferiority margin set at 10%. A total of 160 eligible children with 941 flea infections were matched and randomised. The number of lesions per child per foot ranged from 1 to 10, with a median of 5 lesions. Each participant received both treatments, with one treatment applied to each foot. Health conditions, including inflammation scores and adverse events, were recorded. Observations were recorded on days 3, 5, 7, 9, and 11 using a digital microscope to determine flea viability.

Results: Data from 157 children aged 4-15 years were analysed, comprising a total of 843 lesions. On day 11, the proportion of dead fleas was 88% for NYDA® and 77% for 5% sodium carbonate solution (p < 0.05). No significant differences were observed in inflammation scores or symptoms such as pain and itchiness between the two treatments.

Conclusions: This study demonstrated that 5% sodium carbonate did not meet the non-inferiority margin compared with NYDA® in treating tungiasis. Nevertheless, in settings where NYDA® is not accessible, it may still be considered an alternative. Trial registration This study was registered with UMIN-CTR (Trial ID: UMIN000044320; reception desk number: R000050621) on 28 May 2021.

背景:通虫病是一种由雌蚤通虫病引起的皮肤寄生虫病。世界卫生组织推荐双组分二聚体(NYDA®)作为治疗血吸虫病的唯一方法;然而,这种局部用药在肯尼亚是不可用的。在肯尼亚西部,碳酸钠已被作为一种传统的乡村治疗方法。一项初步研究发现,NYDA®处理第7天的死蚤比例高于5%碳酸钠处理(分别为87%和64%)。本研究旨在通过比较碳酸钠和NYDA®治疗在肯尼亚Vihiga县11天内的治愈率。方法:进行随机、观察者盲法、非劣效性试验,非劣效裕度设为10%。共有160名有941例跳蚤感染的符合条件的儿童被匹配并随机分组。每个孩子每脚的病变数量从1到10不等,中位数为5个病变。每个参与者都接受了两种治疗,每只脚都接受了一种治疗。记录健康状况,包括炎症评分和不良事件。分别于第3、5、7、9、11天用数码显微镜观察测定蚤活力。结果:我们分析了157名4-15岁儿童的数据,共包括843个病变。第11天,NYDA®的死蚤比例为88%,5%碳酸钠溶液的死蚤比例为77% (p)。结论:本研究表明,5%碳酸钠与NYDA®相比,治疗tunigasis不符合非劣效边际。然而,在无法访问NYDA®的环境中,它仍然可以被视为替代方案。本研究于2021年5月28日在UMIN-CTR注册(试验ID: UMIN000044320;前台号码:R000050621)。
{"title":"Effectiveness of dimeticone oils versus sodium carbonate solution in the treatment of tungiasis in Kenya: a non-inferiority randomised trial.","authors":"Kana Suzuki, Yasuhiko Kamiya, Chris Smith, Satoshi Kaneko, Juma Vitalis, Obino Tai, Abigael Osendi, Asiko Ongaya, Evans Amukoye","doi":"10.1186/s41182-026-00909-7","DOIUrl":"10.1186/s41182-026-00909-7","url":null,"abstract":"<p><strong>Background: </strong>Tungiasis is a cutaneous parasitic disease caused by the female flea Tunga penetrans. The World Health Organization recommends two-component dimeticone (NYDA<sup>®</sup>) as the sole treatment for tungiasis; however, this topical medication is not available in Kenya. In western Kenya, sodium carbonate has been adopted as a traditional village-based treatment. A pilot study found that the proportion of dead fleas on day 7 was higher with NYDA<sup>®</sup> treatment than that with 5% sodium carbonate treatment (87% vs. 64%, respectively). This study was aimed at assessing the 11-day cure rates of tungiasis by comparing the efficacy of sodium carbonate and NYDA<sup>®</sup> treatments in Vihiga County, Kenya.</p><p><strong>Methods: </strong>A randomised, observer-blinded, non-inferiority trial was conducted, with the non-inferiority margin set at 10%. A total of 160 eligible children with 941 flea infections were matched and randomised. The number of lesions per child per foot ranged from 1 to 10, with a median of 5 lesions. Each participant received both treatments, with one treatment applied to each foot. Health conditions, including inflammation scores and adverse events, were recorded. Observations were recorded on days 3, 5, 7, 9, and 11 using a digital microscope to determine flea viability.</p><p><strong>Results: </strong>Data from 157 children aged 4-15 years were analysed, comprising a total of 843 lesions. On day 11, the proportion of dead fleas was 88% for NYDA<sup>®</sup> and 77% for 5% sodium carbonate solution (p < 0.05). No significant differences were observed in inflammation scores or symptoms such as pain and itchiness between the two treatments.</p><p><strong>Conclusions: </strong>This study demonstrated that 5% sodium carbonate did not meet the non-inferiority margin compared with NYDA<sup>®</sup> in treating tungiasis. Nevertheless, in settings where NYDA<sup>®</sup> is not accessible, it may still be considered an alternative. Trial registration This study was registered with UMIN-CTR (Trial ID: UMIN000044320; reception desk number: R000050621) on 28 May 2021.</p>","PeriodicalId":23311,"journal":{"name":"Tropical Medicine and Health","volume":"54 1","pages":""},"PeriodicalIF":3.5,"publicationDate":"2026-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12980886/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147445216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards universal social protection for people affected by tuberculosis in the Western Pacific Region: a social protection baseline assessment and policy entry points. 实现西太平洋区域结核病患者的普遍社会保护:社会保护基线评估和政策切入点。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-12 DOI: 10.1186/s41182-025-00887-2
D Boccia, K Rahevar, D J Carter, J M Pescarini, A Schwalb, T Islam, K H Oh, F Morishita, R P Yadav

Background: Achieving universal social protection (SP) coverage for people affected by tuberculosis (TB) is increasingly recognised as an essential component of its response, as well as other diseases of poverty. Realising this goal requires to clearly understand the SP needs of people affected by TB and to identify means to maximise their access to existing or new SP benefits in an efficient, effective, and sustainable manner.

Main body: To address these questions, between 2022 and 2023, the WHO Western Pacific Regional office conducted the first SP baseline assessment for people affected by TB in Mongolia, Lao People's Democratic Republic, the Philippines, Cambodia, and Viet Nam. This exercise encompassed a desk review of SP programmes operating in these countries, followed by an expert consultation to discuss barriers and entry points to expand SP coverage among people affected by TB. Overall evidence gathered from publicly available reports and publications suggests that existing SP programmes in these countries are insufficiently accessible and inadequate to meet the needs of people affected by TB. Most countries provide TB-specific benefits only to people with multidrug-resistant TB, leaving most people with TB unserved. The most reported barriers to access to SP included lack of awareness, stigma, poverty, as well as programmes' fragmentation, and administrative and financial constraints. Identified solutions included raising awareness about SP, extending TB-specific SP benefits to all people with TB in need, advocating for a better inclusion of people with TB into existing governmental programmes, and strengthening the referral system across the health and SP sectors.

Conclusions: By identifying concrete policy entry points and actionable solutions, this SP baseline assessment provided a foundation for these five countries to embed social protection more systematically into their national TB responses. Ideally, this effort should now be replicated in all high TB-burden countries willing to achieve universal SP coverage among people affected by TB. The lessons that emerged from this baseline assessment are consistent with the recommended actions and principles underlying the Western Pacific Regional Framework for Reaching the Unreached and are thus transferrable to other diseases of poverty.

背景:越来越多的人认识到,实现结核病患者的普遍社会保护覆盖,以及其他贫困疾病,是其应对措施的一个重要组成部分。实现这一目标需要清楚地了解结核病患者的SP需求,并确定以高效、有效和可持续的方式最大限度地使他们获得现有或新的SP福利的方法。主体:为了解决这些问题,在2022年至2023年期间,世卫组织西太平洋区域办事处对蒙古、老挝人民民主共和国、菲律宾、柬埔寨和越南的结核病患者进行了首次SP基线评估。这项工作包括对在这些国家开展的SP规划进行案头审查,然后进行专家磋商,讨论在结核病患者中扩大SP覆盖的障碍和切入点。从公开可得的报告和出版物中收集的总体证据表明,这些国家现有的SP规划的可及性不够,也不足以满足结核病患者的需求。大多数国家只向耐多药结核病患者提供结核病特有的福利,使大多数结核病患者得不到服务。据报告,获得特殊待遇的最大障碍包括缺乏认识、污名化、贫困、规划的碎片化以及行政和财政限制。确定的解决办法包括提高对特殊福利计划的认识,将针对结核病的特殊福利计划扩大到所有有需要的结核病患者,倡导将结核病患者更好地纳入现有的政府规划,以及加强卫生和特殊福利计划部门的转诊制度。结论:通过确定具体的政策切入点和可行的解决方案,SP基线评估为这五个国家更系统地将社会保护纳入其国家结核病应对措施提供了基础。理想情况下,现在应在所有愿意在结核病患者中实现普遍SP覆盖的结核病高负担国家复制这一努力。从这一基线评估中得出的经验教训与《西太平洋区域援助未得之民框架》所建议的行动和原则是一致的,因此可适用于其他贫困疾病。
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引用次数: 0
Leveraging machine learning for accurate forecasting of pulmonary tuberculosis epidemics in a coastal city in China. 利用机器学习对中国沿海城市肺结核疫情进行准确预测。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-08 DOI: 10.1186/s41182-026-00934-6
Jingjing Yang, Jieru Pan, Jianhui Chen, Youqiong Xu, Xiaoyang Zhang

Background: While pulmonary tuberculosis (PTB) remains a leading notifiable cause of death in China, city-level monthly forecasts with sufficient resolution to guide vaccine, drug and bed logistics are scarce, and no head-to-head comparison of classical time-series versus machine-learning strategies under identical epidemiological conditions has been published.

Methods: Using 168 monthly PTB case reports from Fuzhou (January 2009-December 2022) and an 24-month prospective validation set (2023-2024), we developed, tuned and independently tested three forecasting frameworks: seasonal ARIMA with automatic order selection, Facebook Prophet with multiplicative seasonality and change-point detection, and extreme-gradient-boosting (XGBoost) fed with 1-12 month lagged incidence, calendar and linear-trend covariates. Hyper-parameters were optimized by grid search and early stopping; accuracy was quantified with MSE, RMSE and MAE, while residual diagnostics, stationarity and white-noise tests assessed model adequacy.

Results: All algorithms fitted the training data closely (RMSE 25.11, 25.31 and 0.0258 cases; MAE ≤ 22 cases). However, on unseen data XGBoost achieved substantially lower prediction errors (RMSE 9.80; MAE 2.93; MSE 96.10) than ARIMA (60.43; 50.28; 3651.86) or Prophet (64.74; 54.49; 4191.86), correctly anticipating the observed 5.7% annual decline and progressively narrowing spring-summer double peaks. Prophet slightly over-estimated seasonal amplitude, whereas ARIMA accumulated trend extrapolation bias; XGBoost residuals remained approximately white noise.

Conclusions: For cities with nonlinear waning epidemics and seasonally contracting amplitude, machine-learning-based XGBoost offers superior extrapolation robustness over traditional ARIMA or Prophet approaches, providing an evidence-based tool for monthly PTB early-warning, precise resource pre-positioning and targeted control in comparable high-density, coastal urban settings.

背景:虽然肺结核(PTB)仍然是中国主要的应报告死亡原因,但具有足够分辨率来指导疫苗、药物和床位物流的城市级月度预测很少,而且在相同的流行病学条件下,也没有发表经典时间序列与机器学习策略的正面比较。方法:利用福州市(2009年1月至2022年12月)168例肺结核病例报告和一个24个月的前瞻性验证集(2023年至2024年),我们开发、调整并独立测试了三种预测框架:带有自动顺序选择的季节性ARIMA,带有乘法季节性和变化点检测的Facebook Prophet,以及带有1-12个月滞后发病率、日历和线性趋势协变量的极端梯度增强(XGBoost)。采用网格搜索和提前停止对超参数进行优化;准确度用MSE、RMSE和MAE量化,而残差诊断、平稳性和白噪声检验评估模型充分性。结果:所有算法与训练数据拟合较好(RMSE分别为25.11、25.31和0.0258例,MAE≤22例)。然而,在未见过的数据上,XGBoost的预测误差(RMSE 9.80; MAE 2.93; MSE 96.10)明显低于ARIMA(60.43; 50.28; 3651.86)或Prophet(64.74; 54.49; 4191.86),正确预测了观测到的5.7%的年降幅和逐渐缩小的春夏双峰。先知略高估季节振幅,而ARIMA累积趋势外推偏差;XGBoost残差近似为白噪声。结论:对于具有非线性流行病减弱和季节性收缩幅度的城市,基于机器学习的XGBoost提供了优于传统ARIMA或Prophet方法的外推鲁棒性,为类似高密度沿海城市环境中的PTB月度预警、精确资源预定位和有针对性控制提供了基于证据的工具。
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引用次数: 0
Ethnobotanical study of wild edible plants in Gursum district, Ethiopia: implications for nutrition, health, and food security. 埃塞俄比亚Gursum地区野生食用植物的民族植物学研究:对营养、健康和粮食安全的影响。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-08 DOI: 10.1186/s41182-026-00939-1
Abdibashir Mahbub Yusuf, Getu Alemayehu, Zewdie Kassa, Melkamu Debas Fentie, Ashebir Awoke

Background: Wild edible plants (WEPs) are vital components of traditional food systems, supporting nutrition, health, and livelihood resilience in food-insecure and climate-vulnerable regions. In eastern Ethiopia, particularly the Somali Region, communities rely on WEPs to supplement diets and cope with seasonal food shortages. However, comprehensive documentation of species diversity, indigenous knowledge, and conservation challenges remains limited. This study assessed the diversity, use patterns, indigenous knowledge, and public health relevance of WEPs in Gursum District.

Methods: An ethnobotanical survey was conducted from February to December 2024 using semi-structured interviews, focus group discussions, guided field walks, and market surveys. A total of 100 informants, including 25 key informants, were selected through purposive and snowball sampling. Plant specimens were collected and identified using standard taxonomic references, with voucher numbers assigned. Quantitative ethnobotanical indices and statistical analyses (ANOVA, regression) were applied to examine knowledge distribution across socio-demographic groups. Focus group discussions were audio-recorded, transcribed, and thematically analyzed to complement quantitative findings.

Results: Forty-four WEP species, representing 30 genera and 17 families, were documented. Fruits (61%) and leafy vegetables (27%) were the most commonly consumed plant parts, while tubers and roots (12%) served as important famine foods. Women, elders, married individuals, and illiterate informants demonstrated significantly higher WEP knowledge (p < 0.05). WEPs contributed to dietary diversity, micronutrient intake, income generation, and resilience during food shortages. Major threats to their sustainability included overharvesting, land-use change, climate variability, and erosion of indigenous knowledge.

Conclusion: WEPs play a critical role in supporting nutrition, health, and food security in Gursum District. Integrating indigenous knowledge with conservation, nutrition, and public health strategies is essential to safeguard these resources and enhance community resilience in semi-arid regions.

背景:野生食用植物是传统粮食系统的重要组成部分,支持粮食不安全和气候脆弱地区的营养、健康和生计抵御力。在埃塞俄比亚东部,特别是索马里地区,社区依靠wep来补充饮食和应对季节性粮食短缺。然而,关于物种多样性、本土知识和保护挑战的综合文献仍然有限。本研究评估了Gursum地区wep的多样性、使用模式、土著知识和公共卫生相关性。方法:于2024年2月至12月采用半结构化访谈法、焦点小组讨论法、带导游实地考察法和市场调查法开展民族植物学调查。采用目的抽样和滚雪球抽样的方法,选取了100名举报人,其中25名为重点举报人。植物标本的收集和鉴定使用标准的分类参考文献,并分配了凭证号。定量民族植物学指数和统计分析(方差分析,回归)应用于检查知识分布在社会人口统计群体。对焦点小组讨论进行录音、转录并进行主题分析,以补充定量研究结果。结果:共记录WEP植物44种,隶属于17科30属。水果(61%)和叶菜(27%)是最常食用的植物部分,而块茎和根茎(12%)是重要的饥荒食物。妇女、老年人、已婚人士和不识字的举报人对WEP的了解程度明显较高(p结论:WEP在支持Gursum地区的营养、健康和粮食安全方面发挥着关键作用。将土著知识与保护、营养和公共卫生战略结合起来,对于保护这些资源和增强半干旱地区的社区复原力至关重要。
{"title":"Ethnobotanical study of wild edible plants in Gursum district, Ethiopia: implications for nutrition, health, and food security.","authors":"Abdibashir Mahbub Yusuf, Getu Alemayehu, Zewdie Kassa, Melkamu Debas Fentie, Ashebir Awoke","doi":"10.1186/s41182-026-00939-1","DOIUrl":"10.1186/s41182-026-00939-1","url":null,"abstract":"<p><strong>Background: </strong>Wild edible plants (WEPs) are vital components of traditional food systems, supporting nutrition, health, and livelihood resilience in food-insecure and climate-vulnerable regions. In eastern Ethiopia, particularly the Somali Region, communities rely on WEPs to supplement diets and cope with seasonal food shortages. However, comprehensive documentation of species diversity, indigenous knowledge, and conservation challenges remains limited. This study assessed the diversity, use patterns, indigenous knowledge, and public health relevance of WEPs in Gursum District.</p><p><strong>Methods: </strong>An ethnobotanical survey was conducted from February to December 2024 using semi-structured interviews, focus group discussions, guided field walks, and market surveys. A total of 100 informants, including 25 key informants, were selected through purposive and snowball sampling. Plant specimens were collected and identified using standard taxonomic references, with voucher numbers assigned. Quantitative ethnobotanical indices and statistical analyses (ANOVA, regression) were applied to examine knowledge distribution across socio-demographic groups. Focus group discussions were audio-recorded, transcribed, and thematically analyzed to complement quantitative findings.</p><p><strong>Results: </strong>Forty-four WEP species, representing 30 genera and 17 families, were documented. Fruits (61%) and leafy vegetables (27%) were the most commonly consumed plant parts, while tubers and roots (12%) served as important famine foods. Women, elders, married individuals, and illiterate informants demonstrated significantly higher WEP knowledge (p < 0.05). WEPs contributed to dietary diversity, micronutrient intake, income generation, and resilience during food shortages. Major threats to their sustainability included overharvesting, land-use change, climate variability, and erosion of indigenous knowledge.</p><p><strong>Conclusion: </strong>WEPs play a critical role in supporting nutrition, health, and food security in Gursum District. Integrating indigenous knowledge with conservation, nutrition, and public health strategies is essential to safeguard these resources and enhance community resilience in semi-arid regions.</p>","PeriodicalId":23311,"journal":{"name":"Tropical Medicine and Health","volume":" ","pages":""},"PeriodicalIF":3.5,"publicationDate":"2026-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12973820/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147373195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Who uses the only mosquito net? Sex and age disparities. 谁使用唯一的蚊帐?性别和年龄差异。
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-06 DOI: 10.1186/s41182-026-00906-w
Eriko Ikeda, Noboru Minakawa, Wataru Kagaya, Yura K Ko, George Sonye, James Kongere, Bernard N Kanoi, Jesse Gitaka, Konosuke Morimoto, Lucy Atieno Okech, Nguka Ignation, Kyoko Futami

Background: The percentage of the population sleeping under insecticide-treated nets (ITN) increased in sub-Saharan Africa from 3 to 59% between 2000 and 2023. However, achieving universal coverage remains far from realized. Because ITNs are the most effective tools for preventing malaria, it is important to identify barriers to their use and maximize their protective effects. We investigated sex and age disparities in ITN use in a region of western Kenya where Plasmodium transmission remains high.

Methods: We examined sex- and age-related disparities in ITN use under two scenarios: households with sufficient ITNs and those with insufficient ITNs, focusing specifically on households possessing only one ITN. Residents were asked whether they had slept under an ITN the previous night, as well as their age and sex. They were also tested for P. falciparum (PF) infection using a rapid diagnostic test (RDT).

Results: The proportion of residents using ITNs was 91% in households with sufficient ITNs and 66% in households with insufficient ITNs. ITN availability averaged 1.7 persons per net (SD = 0.35; n = 1445) in households with sufficient ITNs and 4.4 persons per net in households with insufficient ITNs. A generalized additive mixed model revealed non-linear relationships between ITN use and age in households with insufficient ITNs. Adult females aged 19-40 years and infants were consistently prioritized, whereas residents aged 3-18 years exhibited lower levels of ITN use. In contrast, this pattern was not evident in households with sufficient ITNs. Among households possessing only one ITN, RDT-positive prevalence was below 15% among infants and adult females, whereas it exceeded 30% among young males and females. Overall, ITN use was associated with a 20% reduction in PF infection.

Conclusions: In households with insufficient ITNs, adult females and infants were typically prioritized for ITN use. Given that PF infection was negatively associated with ITN use, such prioritization represents an appropriate allocation strategy under conditions of limited net availability. However, the low level of ITN use and the high prevalence of PF infection among young residents remain a substantial concern.

背景:2000年至2023年期间,撒哈拉以南非洲睡在驱虫蚊帐(ITN)下的人口比例从3%增加到59%。然而,实现全民覆盖仍远未实现。由于ITNs是预防疟疾的最有效工具,因此重要的是确定其使用的障碍并最大限度地发挥其保护作用。我们调查了肯尼亚西部一个地区使用ITN的性别和年龄差异,该地区的疟原虫传播率仍然很高。方法:我们在两种情况下研究了与性别和年龄相关的ITN使用差异:ITN充足的家庭和ITN不足的家庭,特别关注仅拥有一个ITN的家庭。居民们被问及他们是否在前一天晚上睡在ITN下,以及他们的年龄和性别。他们还使用快速诊断试验(RDT)检测恶性疟原虫(PF)感染。结果:医疗用品供应充足的家庭使用医疗用品的比例为91%,医疗用品供应不足的家庭使用医疗用品的比例为66%。在有足够的蚊帐的家庭,平均每蚊帐1.7人(标准差= 0.35;n = 1445),在没有足够的蚊帐的家庭,平均每蚊帐4.4人。一个广义的加性混合模型揭示了ITN使用与年龄之间的非线性关系。19-40岁的成年女性和婴儿一直被优先考虑,而3-18岁的居民使用ITN的水平较低。相比之下,这一模式在拥有足够ITNs的家庭中并不明显。在只有一个蚊帐的家庭中,rdt阳性患病率在婴儿和成年女性中低于15%,而在年轻男性和女性中超过30%。总体而言,ITN的使用与PF感染减少20%相关。结论:在ITN不足的家庭中,成年女性和婴儿通常优先使用ITN。鉴于PF感染与ITN使用呈负相关,这种优先排序代表了在有限净可用性条件下的适当分配策略。然而,在年轻居民中,ITN的低使用水平和PF感染的高流行率仍然是一个重大问题。
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引用次数: 0
Global burden and projected trends of ovarian cancer in older women: A GBD 2021 analysis. 老年妇女卵巢癌的全球负担和预测趋势:GBD 2021分析
IF 3.5 Q1 TROPICAL MEDICINE Pub Date : 2026-03-04 DOI: 10.1186/s41182-026-00933-7
Xia Li, Ling Yang, Chenxi Wang, Chenchang He, Shuo Zhao, Zhong Du, Jiashu Ma, Jianqiang Hua, Qingyu Zhou, Haiyu Lin, Pingping Li

Background: As the population ages worldwide, ovarian cancer (OC) poses a serious public health issue for elder women. The objective of this study is to outline the global impact of OC in individuals aged 60 and above from 1990 to 2021, thus guiding specific policies and approaches for prevention, screening, and treatment.

Methods: A global secondary data analysis using the Global Burden of Disease (GBD) 2021 data was performed to estimate the burden and project future trends of OC in older women (aged 60 and above). We gathered data regarding incidence, mortality rates, and disability-adjusted life years (DALYs) from the GBD 2021. For trend analysis, we employed joinpoint regression to assess temporal variations, calculating the average annual percentage change (AAPC) to quantify these trends. Furthermore, we used the age-period-cohort (APC) model to examine the influences of age, time, and birth cohort on incidence, mortality, and DALY figures. Additionally, the Bayesian age-period-cohort (BAPC) model was applied to forecast changes extending to the year 2050.

Results: A worldwide assessment of the impact of OC on public health from 1990 to 2021 highlights notable patterns: the age-standardized incidence rate (ASIR) showed a net decrease; however, its estimated annual percentage change (EAPC) was positive, indicating an overall upward trend in annual rates over the period. In contrast, the age-standardized prevalence rate (ASPR), the age-standardized DALYs, age-standardized death rate (ASDR), and the age-standardized mortality rate (ASMR) have all shown a decline. The distribution of the disease burden shows considerable regional disparities, with uncertainty analyses indicating a sustained decline in regions with a high socio‑demographic index (SDI) and a corresponding increase in regions with low‑to‑medium SDI. Among older women (aged 60 and above), the disease burden demonstrates a disproportionate concentration in younger elderly subgroups: the 60-64 age group experiences the highest incidence and prevalence burden, while mortality peaks in the 65-69 age group. This pattern is particularly pronounced in regions such as South Asia and Central Europe. Risk factor analysis identifies high body mass index (BMI) at 21% and occupational asbestos exposure at 7% as the two major risk factors contributing to OC mortality. Projections based on the BAPC model indicate that by 2050, the global prevalence of OC will continue to rise, while incidence rates are expected to persistently decline.

Conclusions: The global fight against OC confronts dual challenges: increasing incidence rates and a shifting disease burden toward low- and middle-income regions. Future efforts must embrace targeted global strategies that integrate improved prevention, diagnosis, treatment, and chronic disease management.

背景:随着全球人口老龄化,卵巢癌(OC)对老年妇女构成了严重的公共卫生问题。本研究的目的是概述1990年至2021年60岁及以上人群中OC的全球影响,从而指导具体的预防、筛查和治疗政策和方法。方法:使用全球疾病负担(GBD) 2021数据进行全球二级数据分析,以估计老年妇女(60岁及以上)的OC负担并预测未来趋势。我们从GBD 2021中收集了有关发病率、死亡率和残疾调整生命年(DALYs)的数据。对于趋势分析,我们采用联结点回归来评估时间变化,计算平均年百分比变化(AAPC)来量化这些趋势。此外,我们使用年龄-时期-队列(APC)模型来检验年龄、时间和出生队列对发病率、死亡率和DALY数据的影响。此外,贝叶斯年龄-时期-队列(BAPC)模型应用于预测到2050年的变化。结果:对1990年至2021年全球范围内慢性阻塞性肺病对公共卫生影响的评估突出了一些显著模式:年龄标准化发病率(ASIR)呈净下降趋势;但是,其估计的年百分比变化(EAPC)为正值,表明在这一期间年增长率总体呈上升趋势。相比之下,年龄标准化患病率(ASPR)、年龄标准化DALYs、年龄标准化死亡率(ASDR)和年龄标准化死亡率(ASMR)均呈现下降趋势。疾病负担的分布显示出相当大的区域差异,不确定性分析表明,社会人口指数(SDI)高的地区持续下降,而社会人口指数中低的地区则相应增加。在老年妇女(60岁及以上)中,疾病负担不成比例地集中在较年轻的老年亚组中:60-64岁年龄组的发病率和患病率负担最高,而65-69岁年龄组的死亡率最高。这种模式在南亚和中欧等地区尤为明显。风险因素分析表明,高身体质量指数(BMI)为21%,职业性石棉暴露为7%,是导致肺癌死亡的两个主要风险因素。基于BAPC模型的预测表明,到2050年,全球OC患病率将继续上升,而发病率预计将持续下降。结论:全球抗击卵巢癌的斗争面临双重挑战:发病率上升和疾病负担向中低收入地区转移。今后的努力必须包括有针对性的全球战略,将改进的预防、诊断、治疗和慢性病管理结合起来。
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