首页 > 最新文献

Malaria Journal最新文献

英文 中文
Evaluating the diagnostic performance of miLab™ for detection of malaria parasites using nPCR as reference standard. 以nPCR为参比标准评价miLab™检测疟疾寄生虫的诊断性能。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-12 DOI: 10.1186/s12936-026-05801-7
Ebenezer Kojo Addae, Theophilus Awortwe-Quaicoe, Benedict Sackey, Richard Owusu Ansah, Richard Larbi, Kinako Denis Elia Dazangapai, James Opoku Frimpong, Thelma Owusuaa Ofori Amoako, Alexander Asamoah, Nana Ayisi-Boateng, Bernard Nkrumah, Franklin Asiedu Bekoe, Michael Owusu

Malaria remains a leading health threat in sub-Saharan Africa, causing over 600,000 deaths annually. Ghana, ranked among the top 15 in malaria burden in Africa, relies heavily on microscopy for diagnosis due to its affordability and established use. However, limitations in sensitivity, turnaround time, and availability of skilled personnel despite ongoing national training efforts stress the need for improved diagnostics. This study evaluated miLab, an AI-assisted automated malaria detection platform, using nested PCR (nPCR) as the reference standard. We conducted a hospital-based cross-sectional study from August 2024 to June 2025 in three malaria-endemic communities in Kumasi, Ashanti region and enrolled 300 suspected malaria patients (168 females, 132 males; aged 1-87 years, median 24). Blood samples were analyzed independently by miLab, two independent mid-level microscopists, and nPCR. Discrepancies between the two microscopists were resolved by a WHO expert microscopist (adjudicated microscopy) to establish a microscopy reference standard. Diagnostic accuracy, correlation and measurement agreement were determined using GraphPad Prism Version 8. Parasite densities estimated by miLab ranged from 0.95 to 5.34 log parasites/µL (median 3.52, IQR 2.93-3.91). For mid-level microscopist 1, densities ranged from 2.02 to 5.43, (median 4.02, IQR: 3.22-4.50), while Mid-level microscopist 2 measured densities between 1.98 and 5.22, (median 3.78, IQR: 3.15-4.23). When compared to nPCR, miLab demonstrated a sensitivity of 94.23%, specificity of 98.98%, and accuracy of 97.33%, while adjudicated microscopy showed a sensitivity of 85.58%, specificity of 97.96%, and accuracy of 93.67%. These findings indicate that miLab has better performance compared to microscopy for detection of malaria parasites. miLab™ could offer a reliable, rapid diagnostic alternative suitable for malaria-endemic, resource-limited settings where timely and accurate diagnosis is critical for effective case management and control.

疟疾仍然是撒哈拉以南非洲的主要健康威胁,每年造成60多万人死亡。加纳是非洲疟疾负担最高的15个国家之一,由于显微镜的可负担性和已确立的使用,加纳严重依赖显微镜进行诊断。然而,尽管正在进行国家培训工作,但在灵敏度、周转时间和熟练人员的可用性方面的限制强调了改进诊断的必要性。本研究以嵌套式PCR (nPCR)作为参比标准,对人工智能辅助的自动化疟疾检测平台miLab™进行了评估。我们于2024年8月至2025年6月在阿散蒂地区库马西三个疟疾流行社区开展了一项以医院为基础的横断面研究,招募了300名疑似疟疾患者(168名女性,132名男性,年龄1-87岁,中位数24岁)。血液样本由miLab™、两名独立的中级显微镜和nPCR独立分析。两个显微镜之间的差异由世卫组织专家显微镜(裁定显微镜)解决,以建立显微镜参考标准。使用GraphPad Prism Version 8测定诊断准确性、相关性和测量一致性。miLab™估计的寄生虫密度范围为0.95 ~ 5.34 log寄生虫/µL(中位数3.52,IQR 2.93 ~ 3.91)。中级显微镜1测得的密度范围为2.02 ~ 5.43(中位数4.02,IQR: 3.22 ~ 4.50),中级显微镜2测得的密度范围为1.98 ~ 5.22(中位数3.78,IQR: 3.15 ~ 4.23)。与nPCR相比,miLab™的灵敏度为94.23%,特异性为98.98%,准确性为97.33%,而鉴定镜检的灵敏度为85.58%,特异性为97.96%,准确性为93.67%。这些发现表明,与显微镜相比,miLab™在检测疟疾寄生虫方面具有更好的性能。miLab™可以提供一种可靠、快速的诊断替代方案,适用于疟疾流行、资源有限的环境,在这些环境中,及时和准确的诊断对于有效的病例管理和控制至关重要。
{"title":"Evaluating the diagnostic performance of miLab™ for detection of malaria parasites using nPCR as reference standard.","authors":"Ebenezer Kojo Addae, Theophilus Awortwe-Quaicoe, Benedict Sackey, Richard Owusu Ansah, Richard Larbi, Kinako Denis Elia Dazangapai, James Opoku Frimpong, Thelma Owusuaa Ofori Amoako, Alexander Asamoah, Nana Ayisi-Boateng, Bernard Nkrumah, Franklin Asiedu Bekoe, Michael Owusu","doi":"10.1186/s12936-026-05801-7","DOIUrl":"10.1186/s12936-026-05801-7","url":null,"abstract":"<p><p>Malaria remains a leading health threat in sub-Saharan Africa, causing over 600,000 deaths annually. Ghana, ranked among the top 15 in malaria burden in Africa, relies heavily on microscopy for diagnosis due to its affordability and established use. However, limitations in sensitivity, turnaround time, and availability of skilled personnel despite ongoing national training efforts stress the need for improved diagnostics. This study evaluated miLab<sup>™</sup>, an AI-assisted automated malaria detection platform, using nested PCR (nPCR) as the reference standard. We conducted a hospital-based cross-sectional study from August 2024 to June 2025 in three malaria-endemic communities in Kumasi, Ashanti region and enrolled 300 suspected malaria patients (168 females, 132 males; aged 1-87 years, median 24). Blood samples were analyzed independently by miLab<sup>™</sup>, two independent mid-level microscopists, and nPCR. Discrepancies between the two microscopists were resolved by a WHO expert microscopist (adjudicated microscopy) to establish a microscopy reference standard. Diagnostic accuracy, correlation and measurement agreement were determined using GraphPad Prism Version 8. Parasite densities estimated by miLab<sup>™</sup> ranged from 0.95 to 5.34 log parasites/µL (median 3.52, IQR 2.93-3.91). For mid-level microscopist 1, densities ranged from 2.02 to 5.43, (median 4.02, IQR: 3.22-4.50), while Mid-level microscopist 2 measured densities between 1.98 and 5.22, (median 3.78, IQR: 3.15-4.23). When compared to nPCR, miLab<sup>™</sup> demonstrated a sensitivity of 94.23%, specificity of 98.98%, and accuracy of 97.33%, while adjudicated microscopy showed a sensitivity of 85.58%, specificity of 97.96%, and accuracy of 93.67%. These findings indicate that miLab<sup>™</sup> has better performance compared to microscopy for detection of malaria parasites. miLab™ could offer a reliable, rapid diagnostic alternative suitable for malaria-endemic, resource-limited settings where timely and accurate diagnosis is critical for effective case management and control.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"109"},"PeriodicalIF":3.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922333/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146180475","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Burden of Plasmodium vivax and Plasmodium falciparum Malaria: clinical insights from a prospective study in Jacobabad, Sindh, Pakistan. 间日疟原虫和恶性疟原虫疟疾的负担:来自巴基斯坦信德省Jacobabad前瞻性研究的临床见解
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-12 DOI: 10.1186/s12936-026-05818-y
Misbah Noor, Muhammad Junaid, Ahmed Furqan

Objective: Jacobabad, located in the northern region of Sindh, is characterized by an extremely hot and humid climate and is classified as a malaria-endemic area, with an annual parasite incidence (API) of 31 per 1000 population in 2024. The present study investigates the incidence of malaria among patients admitted to our hospital along with comparison of clinical and haematological profile of severe and uncomplicated malaria in the region and to determine any association with age. To the best of our knowledge, no prior study has systematically documented the malaria burden in this region.

Methods: A prospective clinical observational study was conducted in Pakistan Airforce Hospital, Shahbaz Base, Jacobabad, Sindh between 2024 to 2025. A total of 260 admitted malaria patients, irrespective of age and gender were included. Cases were categorized into severe and complicated based on WHO criteria. The clinical parameters and haematological profile of severe and uncomplicated cases were compared and data analysed using SPSS v 27. Frequency and percentage were calculated for categorical variables while mean and standard deviation was calculated for numerical variables. Chi square test was applied to find statistical significance. The p-value of ≤ 0.05 was considered statistically significant. Statistical significance of haematological parameters with type of malaria was derived using Kruskal Wallis test while statistical significance of haematological parameters with severity of disease was derived by Mann Whitney U test.

Results: Uncomplicated and severe malaria cases were 217 (83.5%) and 43 (16.5%) respectively. Severe malaria was significantly associated with jaundice, bleeding, pallor, respiratory distress, fits, cerebral malaria, anaemia and thrombocytopenia. Overall, case fatality was 16.2% seen in paediatric age group (0.1-15 yrs) and most fatal complication was cerebral malaria.

Conclusion: Clinical and haematological parameters serve as prognostic indicators for disease progression and warrant close monitoring to prevent adverse clinical outcomes.

目标:雅各布阿巴德位于信德省北部地区,气候极端炎热潮湿,被列为疟疾流行地区,2024年寄生虫年发病率(API)为千分之31。本研究调查了我院住院患者的疟疾发病率,并比较了该地区严重和非复杂疟疾的临床和血液学特征,并确定其与年龄的关系。据我们所知,以前没有研究系统地记录了该地区的疟疾负担。方法:2024 - 2025年在信德省Jacobabad市Shahbaz基地巴基斯坦空军医院进行前瞻性临床观察研究。总共包括260名入院的疟疾患者,不论年龄和性别。根据世卫组织标准将病例分为重症和复杂。比较重症和无并发症病例的临床参数和血液学特征,并使用SPSS v 27对数据进行分析。分类变量计算频率和百分比,数值变量计算均值和标准差。采用卡方检验,有无统计学意义。p值≤0.05认为有统计学意义。血液学参数与疟疾类型的相关性采用Kruskal Wallis检验,血液学参数与疾病严重程度的相关性采用Mann Whitney U检验。结果:单纯病例217例(83.5%),重症病例43例(16.5%)。严重疟疾与黄疸、出血、苍白、呼吸窘迫、痉挛、脑型疟疾、贫血和血小板减少症显著相关。总体而言,儿童年龄组(0.1-15岁)病死率为16.2%,最致命的并发症是脑型疟疾。结论:临床和血液学参数可作为疾病进展的预后指标,需要密切监测以预防不良临床结果。
{"title":"Burden of Plasmodium vivax and Plasmodium falciparum Malaria: clinical insights from a prospective study in Jacobabad, Sindh, Pakistan.","authors":"Misbah Noor, Muhammad Junaid, Ahmed Furqan","doi":"10.1186/s12936-026-05818-y","DOIUrl":"10.1186/s12936-026-05818-y","url":null,"abstract":"<p><strong>Objective: </strong>Jacobabad, located in the northern region of Sindh, is characterized by an extremely hot and humid climate and is classified as a malaria-endemic area, with an annual parasite incidence (API) of 31 per 1000 population in 2024. The present study investigates the incidence of malaria among patients admitted to our hospital along with comparison of clinical and haematological profile of severe and uncomplicated malaria in the region and to determine any association with age. To the best of our knowledge, no prior study has systematically documented the malaria burden in this region.</p><p><strong>Methods: </strong>A prospective clinical observational study was conducted in Pakistan Airforce Hospital, Shahbaz Base, Jacobabad, Sindh between 2024 to 2025. A total of 260 admitted malaria patients, irrespective of age and gender were included. Cases were categorized into severe and complicated based on WHO criteria. The clinical parameters and haematological profile of severe and uncomplicated cases were compared and data analysed using SPSS v 27. Frequency and percentage were calculated for categorical variables while mean and standard deviation was calculated for numerical variables. Chi square test was applied to find statistical significance. The p-value of ≤ 0.05 was considered statistically significant. Statistical significance of haematological parameters with type of malaria was derived using Kruskal Wallis test while statistical significance of haematological parameters with severity of disease was derived by Mann Whitney U test.</p><p><strong>Results: </strong>Uncomplicated and severe malaria cases were 217 (83.5%) and 43 (16.5%) respectively. Severe malaria was significantly associated with jaundice, bleeding, pallor, respiratory distress, fits, cerebral malaria, anaemia and thrombocytopenia. Overall, case fatality was 16.2% seen in paediatric age group (0.1-15 yrs) and most fatal complication was cerebral malaria.</p><p><strong>Conclusion: </strong>Clinical and haematological parameters serve as prognostic indicators for disease progression and warrant close monitoring to prevent adverse clinical outcomes.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"114"},"PeriodicalIF":3.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922279/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146180488","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Field performance of the SD Bioline Malaria Ag P.f. rapid diagnostic test among children under five in Nigeria: insights from the 2021 Malaria Indicator Survey. 尼日利亚五岁以下儿童中SD Bioline疟疾抗原快速诊断测试的现场表现:来自2021年疟疾指标调查的见解
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-12 DOI: 10.1186/s12936-026-05827-x
Bisola Olubiyi, Ayodele Alabi, Isaac Isiko

Background: Malaria remains a leading cause of morbidity and mortality among children under five years of age in Nigeria. While microscopy is the World Health Organization (WHO) gold standard for malaria diagnosis, rapid diagnostic tests (RDTs), such as the Standard Diagnostic Bioline Malaria Antigen Plasmodium falciparum (SD Bioline Malaria Ag P.f.), are increasingly used in healthcare and field settings. However, recent reports show variable performances of these tests, and evidence on their performance metrics from large, nationally representative Nigerian samples is limited. This study, therefore, aimed to evaluate the performance of the SD Bioline Malaria Ag P.f. RDT using a nationally representative dataset.

Methods: We conducted a secondary analysis of the 2021 Nigerian Malaria Indicator Survey (NMIS), a nationally representative household survey that used a two-stage stratified cluster sampling design. Children aged 6-59 months with valid results for both microscopy and SD Bioline Malaria Ag P.f were included. The performance metrics for the RDT were calculated against microscopy as the reference standard, accounting for the survey design.

Results: Among the surveyed children, a 9067-unweighted sample with complete RDT and microscopy test results was analyzed (weighted sample, n = 9131). The SD Bioline Malaria Ag P.f. demonstrated a sensitivity of 88.6%, a specificity of 75.2%, a positive predictive value (PPV) of 49.5%, a negative predictive value (NPV) of 96.0%, and an accuracy of 78.1%. Cohen's kappa indicated moderate agreement with microscopy (κ = 0.496), and the overall weighted ROC AUC was 0.816.

Conclusion: SD Bioline Malaria Ag P.f. shows high sensitivity and negative predictive value, confirming its reliability for ruling out malaria in children aged 6-59 months in Nigeria. However, moderate specificity and low positive predictive value with a large microscopy-RDT estimated prevalence gap indicate a risk of overestimating malaria prevalence. False negatives may occur, potentially due to PfHRP2/3 deletions, test handling, or non-falciparum infections. These findings underscore the need for confirmatory testing where feasible, with the consideration of complementary diagnostic strategies to optimize surveillance and case management, and ongoing postmarketing evaluation of RDT performance.

背景:疟疾仍然是尼日利亚五岁以下儿童发病和死亡的主要原因。虽然显微镜是世界卫生组织(WHO)疟疾诊断的金标准,但快速诊断测试(RDTs),如标准诊断生物碱疟疾抗原恶性疟原虫(SD生物碱疟疾Ag P.f.),越来越多地用于卫生保健和现场环境。然而,最近的报告显示,这些测试的表现各不相同,而且从具有全国代表性的尼日利亚大型样本中获得的关于其表现指标的证据有限。因此,本研究旨在使用具有全国代表性的数据集评估SD Bioline Malaria Ag P.f. RDT的性能。方法:我们对2021年尼日利亚疟疾指标调查(NMIS)进行了二次分析,这是一项具有全国代表性的家庭调查,采用了两阶段分层整群抽样设计。包括6-59个月的儿童,镜检和SD Bioline Malaria Ag P.f检查结果均有效。RDT的性能指标是根据显微镜作为参考标准计算的,考虑到调查设计。结果:在接受调查的儿童中,分析了9067例具有完整RDT和显微镜检查结果的未加权样本(加权样本,n = 9131)。SD Bioline Malaria Ag P.f.的敏感性为88.6%,特异性为75.2%,阳性预测值(PPV)为49.5%,阴性预测值(NPV)为96.0%,准确率为78.1%。Cohen’s kappa与镜检结果一致(κ = 0.496),总体加权ROC AUC为0.816。结论:SD Bioline Malaria Ag P.f.在尼日利亚6-59月龄儿童中具有较高的敏感性和阴性预测值,证实了其排除疟疾的可靠性。然而,中等特异性和低阳性预测值以及较大的显微镜- rdt估计流行率差距表明存在高估疟疾流行率的风险。可能会出现假阴性,可能是由于PfHRP2/3缺失,测试处理或非恶性感染。这些发现强调了在可行的情况下进行确认性检测的必要性,同时考虑补充诊断策略以优化监测和病例管理,并持续对RDT的上市后效果进行评估。
{"title":"Field performance of the SD Bioline Malaria Ag P.f. rapid diagnostic test among children under five in Nigeria: insights from the 2021 Malaria Indicator Survey.","authors":"Bisola Olubiyi, Ayodele Alabi, Isaac Isiko","doi":"10.1186/s12936-026-05827-x","DOIUrl":"10.1186/s12936-026-05827-x","url":null,"abstract":"<p><strong>Background: </strong>Malaria remains a leading cause of morbidity and mortality among children under five years of age in Nigeria. While microscopy is the World Health Organization (WHO) gold standard for malaria diagnosis, rapid diagnostic tests (RDTs), such as the Standard Diagnostic Bioline Malaria Antigen Plasmodium falciparum (SD Bioline Malaria Ag P.f.), are increasingly used in healthcare and field settings. However, recent reports show variable performances of these tests, and evidence on their performance metrics from large, nationally representative Nigerian samples is limited. This study, therefore, aimed to evaluate the performance of the SD Bioline Malaria Ag P.f. RDT using a nationally representative dataset.</p><p><strong>Methods: </strong>We conducted a secondary analysis of the 2021 Nigerian Malaria Indicator Survey (NMIS), a nationally representative household survey that used a two-stage stratified cluster sampling design. Children aged 6-59 months with valid results for both microscopy and SD Bioline Malaria Ag P.f were included. The performance metrics for the RDT were calculated against microscopy as the reference standard, accounting for the survey design.</p><p><strong>Results: </strong>Among the surveyed children, a 9067-unweighted sample with complete RDT and microscopy test results was analyzed (weighted sample, n = 9131). The SD Bioline Malaria Ag P.f. demonstrated a sensitivity of 88.6%, a specificity of 75.2%, a positive predictive value (PPV) of 49.5%, a negative predictive value (NPV) of 96.0%, and an accuracy of 78.1%. Cohen's kappa indicated moderate agreement with microscopy (κ = 0.496), and the overall weighted ROC AUC was 0.816.</p><p><strong>Conclusion: </strong>SD Bioline Malaria Ag P.f. shows high sensitivity and negative predictive value, confirming its reliability for ruling out malaria in children aged 6-59 months in Nigeria. However, moderate specificity and low positive predictive value with a large microscopy-RDT estimated prevalence gap indicate a risk of overestimating malaria prevalence. False negatives may occur, potentially due to PfHRP2/3 deletions, test handling, or non-falciparum infections. These findings underscore the need for confirmatory testing where feasible, with the consideration of complementary diagnostic strategies to optimize surveillance and case management, and ongoing postmarketing evaluation of RDT performance.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"115"},"PeriodicalIF":3.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922366/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146180680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Forecasting malaria incidence in a resource-limited urban setting with climate variables as exogenous regressors: time series analysis using a SARIMAX model in Bahir Dar, Ethiopia. 在资源有限的城市环境中以气候变量作为外生回归因子预测疟疾发病率:在埃塞俄比亚巴希尔达尔使用SARIMAX模型进行时间序列分析
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-12 DOI: 10.1186/s12936-026-05823-1
Tesfaye Taye Gelaw, Meseret Addisu Abera

Background: Ethiopia has been faced with the continual resurgence of malaria. It affects the health of the young workforce, which is believed to affect and slow economic growth.

Objective: Analyze and forecast the incidence of malaria in the next years (2026-2030) on the basis of historical data from Bahir Dar city in the Amhara National Regional State of Ethiopia.

Methods: A forecasting framework-seasonal autoregressive integrated moving average with exogenous factors (SARIMAX) model-was developed using malaria data from Amhara regional health bureau and exogenous regressors, weather data, from World Weather Online. The dataset comprising 90 monthly data points, spanning from January 1, 2018 to June 30, 2025, was split to develop and validate the model, reserving the first 80% (January 1, 2018-December 31, 2023) for training the model and the final 20% (January 1, 2024-June 30, 2025) for testing forecasting performance. We used the fitted model to forecast for the next 5 years using Python version 3.11.

Results: The SARIMAX (1, 2, 2) (1, 2, 2, 12, exog) model, with weather data as exogenous regressors, fit the historical data well. It revealed an increasing trend, as evidenced by the in-sample fit, out-of-sample forecast and future prediction values, which consistently increased over the prediction horizon. None of the weather condition data showed a statistically significant predictive relationship with malaria incidence (p > 0.05). The evaluation metrics, mean absolute percentage error (MAPE), confirmed reasonable predictive accuracy (28.3%).

Conclusion: Our study demonstrates an upward trend in forecasted malaria cases for the upcoming years, suggesting a potential breakdown in current strategies. The result underscores the necessity of a targeted, localized early warning system to manage resource allocation.

背景:埃塞俄比亚一直面临着疟疾持续复发的问题。它影响到年轻劳动力的健康,这被认为会影响和减缓经济增长。目的:根据埃塞俄比亚阿姆哈拉民族地区州巴希尔达尔市的历史数据,分析并预测未来几年(2026-2030年)的疟疾发病率。方法:利用阿姆哈拉地区卫生局的疟疾数据和世界天气在线的外生回归数据,建立了一个预测框架——季节性自回归外生因素综合移动平均(SARIMAX)模型。该数据集包含从2018年1月1日至2025年6月30日的90个月数据点,用于开发和验证模型,保留前80%(2018年1月1日至2023年12月31日)用于训练模型,最后20%(2024年1月1日至2025年6月30日)用于测试预测性能。我们使用Python 3.11版本使用拟合模型预测未来5年的情况。结果:以天气数据为外源回归量的SARIMAX (1,2,2) (1,2,2,12, exog)模型拟合历史数据较好。样本内拟合值、样本外预测值和未来预测值均呈上升趋势,在预测范围内呈持续上升趋势。气象条件资料与疟疾发病率的预测关系均无统计学意义(p < 0.05)。评估指标平均绝对百分比误差(MAPE)证实了合理的预测准确度(28.3%)。结论:我们的研究表明,未来几年预测的疟疾病例呈上升趋势,这表明当前的策略可能会失败。这一结果强调了建立一个有针对性的局部预警系统来管理资源分配的必要性。
{"title":"Forecasting malaria incidence in a resource-limited urban setting with climate variables as exogenous regressors: time series analysis using a SARIMAX model in Bahir Dar, Ethiopia.","authors":"Tesfaye Taye Gelaw, Meseret Addisu Abera","doi":"10.1186/s12936-026-05823-1","DOIUrl":"10.1186/s12936-026-05823-1","url":null,"abstract":"<p><strong>Background: </strong>Ethiopia has been faced with the continual resurgence of malaria. It affects the health of the young workforce, which is believed to affect and slow economic growth.</p><p><strong>Objective: </strong>Analyze and forecast the incidence of malaria in the next years (2026-2030) on the basis of historical data from Bahir Dar city in the Amhara National Regional State of Ethiopia.</p><p><strong>Methods: </strong>A forecasting framework-seasonal autoregressive integrated moving average with exogenous factors (SARIMAX) model-was developed using malaria data from Amhara regional health bureau and exogenous regressors, weather data, from World Weather Online. The dataset comprising 90 monthly data points, spanning from January 1, 2018 to June 30, 2025, was split to develop and validate the model, reserving the first 80% (January 1, 2018-December 31, 2023) for training the model and the final 20% (January 1, 2024-June 30, 2025) for testing forecasting performance. We used the fitted model to forecast for the next 5 years using Python version 3.11.</p><p><strong>Results: </strong>The SARIMAX (1, 2, 2) (1, 2, 2, 12, exog) model, with weather data as exogenous regressors, fit the historical data well. It revealed an increasing trend, as evidenced by the in-sample fit, out-of-sample forecast and future prediction values, which consistently increased over the prediction horizon. None of the weather condition data showed a statistically significant predictive relationship with malaria incidence (p > 0.05). The evaluation metrics, mean absolute percentage error (MAPE), confirmed reasonable predictive accuracy (28.3%).</p><p><strong>Conclusion: </strong>Our study demonstrates an upward trend in forecasted malaria cases for the upcoming years, suggesting a potential breakdown in current strategies. The result underscores the necessity of a targeted, localized early warning system to manage resource allocation.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"116"},"PeriodicalIF":3.0,"publicationDate":"2026-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922243/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146180707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Species composition and blood feeding patterns of understudied Anopheles mosquitoes in southern Zambia, an area of low malaria transmission. 赞比亚南部疟疾低传播地区未充分研究的按蚊种类组成和吸血模式。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-11 DOI: 10.1186/s12936-026-05799-y
Twig Mudenda, Limonty Simubali, Gift Mwaanga, Mukuma Lubinda, Ben Katowa, Michael Musonda, Harry Hamapumbu, Pathias Chibambo, Steward Chooli, Renee L M N Ali, Mary E Gebhardt, Philip E Thuma, Edgar Simulundu, William J Moss, Kochelani Saili, Douglas E Norris, Jennifer C Stevenson

Background: Understanding the composition, host feeding patterns, and infection status of all potential vectors is essential to understand changing disease transmission dynamics and inform future vector control strategies. This study assessed anopheline species composition, abundance, distribution, and host feeding preferences in Southern Province, Zambia to identify potential contributors to residual malaria transmission beyond primary vectors.

Methods: Adult mosquitoes were collected along a 100 km transect between the districts of Pemba, Monze and Gwembe in Southern Province, Zambia, an area of low malaria transmission. Mosquitoes were sampled from 12 randomly selected households at 5 km intervals along the transect. Centers for Disease Control and Prevention light traps were used to collect adult mosquitoes indoors and outdoors. Mosquitoes were identified using morphological keys and molecular approaches. A multiplexed PCR assay was utilized to identify mammalian hosts and Plasmodium falciparum (Pf) sporozoite infection was determined using an enzyme linked immunosorbent assay.

Results: A total of 5697 female anopheline mosquitoes were collected from both indoor and outdoor traps, revealing a diverse range of species. Nine species of Anopheles mosquitoes were identified, dominated by Anopheles rufipes (n = 1527, 26.8%), and An. pretoriensis (n = 1427, 25.1%). Host blood meal analysis of 401 visibly blood-fed mosquitoes revealed that Anopheles species in the study area fed primarily on goats (n = 176; 62.5%), humans (n = 55; 19.4%) and cows (n = 29; 10.2%). The human blood index across all captured anophelines was estimated at 0.22. Human blood meals were detected in secondary malaria vectors, with notably high HBI values of An. pretoriensis and An. rufipes mosquitoes captured outdoors near goat pens. Out of the 5697 female anophelines tested for sporozoite infectivity, one An. rufipes specimen was positive for P. falciparum.

Conclusion: This study demonstrates that malaria transmission risk in the surveyed areas may extend beyond well-recognized primary vectors. Species that are not well studied, often exophagic and assumed to be zoophagic, were found to have fed on humans and the study showed some preliminary evidence of P. falciparum infectivity. These findings indicate that peri-domestic human activity may sustain residual transmission despite high Insecticidal-Treated Nets and indoor residual spraying coverage.

背景:了解所有潜在媒介的组成、宿主摄食模式和感染状况对于了解不断变化的疾病传播动态和为未来媒介控制策略提供信息至关重要。本研究评估了赞比亚南部省按蚊的种类组成、丰度、分布和宿主的摄食偏好,以确定除主要媒介外疟疾残留传播的潜在贡献者。方法:在疟疾低传播区赞比亚南部省奔巴、蒙泽和格温贝区之间100 km的样带采集成蚊。沿样带每隔5公里从12个随机选择的家庭中取样。疾病控制和预防中心在室内和室外使用诱蚊灯收集成蚊。采用形态学键和分子方法对蚊虫进行鉴定。采用多重PCR方法鉴定哺乳动物宿主,采用酶联免疫吸附法检测恶性疟原虫(Pf)孢子虫感染情况。结果:室内和室外诱蚊器共捕获雌按蚊5697只,种类多样;共检出按蚊9种,以鲁纹按蚊为主(1527只,占26.8%);Pretoriensis (n = 1427, 25.1%)。对401只明显吸血蚊子的宿主血粉分析显示,研究区按蚊主要捕食山羊(176只,占62.5%)、人类(55只,占19.4%)和奶牛(29只,占10.2%)。所有捕获的按蚊的人体血液指数估计为0.22。继发性疟媒中检出人血餐,其中An的HBI值较高。pretoriensis和An。在室外山羊圈附近捕获Rufipes蚊子。在检测孢子虫传染性的5697只雌性按蚊中,有一只按蚊。rufipes标本呈恶性疟原虫阳性。结论:本研究表明,调查地区的疟疾传播风险可能超出已知的主要媒介。一些没有得到充分研究的物种,通常是外食性的,被认为是动物食性的,被发现以人类为食,研究显示了恶性疟原虫传染性的一些初步证据。这些发现表明,尽管杀虫剂处理过的蚊帐和室内残留喷洒覆盖率很高,但家庭周围的人类活动仍可能维持残留传播。
{"title":"Species composition and blood feeding patterns of understudied Anopheles mosquitoes in southern Zambia, an area of low malaria transmission.","authors":"Twig Mudenda, Limonty Simubali, Gift Mwaanga, Mukuma Lubinda, Ben Katowa, Michael Musonda, Harry Hamapumbu, Pathias Chibambo, Steward Chooli, Renee L M N Ali, Mary E Gebhardt, Philip E Thuma, Edgar Simulundu, William J Moss, Kochelani Saili, Douglas E Norris, Jennifer C Stevenson","doi":"10.1186/s12936-026-05799-y","DOIUrl":"10.1186/s12936-026-05799-y","url":null,"abstract":"<p><strong>Background: </strong>Understanding the composition, host feeding patterns, and infection status of all potential vectors is essential to understand changing disease transmission dynamics and inform future vector control strategies. This study assessed anopheline species composition, abundance, distribution, and host feeding preferences in Southern Province, Zambia to identify potential contributors to residual malaria transmission beyond primary vectors.</p><p><strong>Methods: </strong>Adult mosquitoes were collected along a 100 km transect between the districts of Pemba, Monze and Gwembe in Southern Province, Zambia, an area of low malaria transmission. Mosquitoes were sampled from 12 randomly selected households at 5 km intervals along the transect. Centers for Disease Control and Prevention light traps were used to collect adult mosquitoes indoors and outdoors. Mosquitoes were identified using morphological keys and molecular approaches. A multiplexed PCR assay was utilized to identify mammalian hosts and Plasmodium falciparum (Pf) sporozoite infection was determined using an enzyme linked immunosorbent assay.</p><p><strong>Results: </strong>A total of 5697 female anopheline mosquitoes were collected from both indoor and outdoor traps, revealing a diverse range of species. Nine species of Anopheles mosquitoes were identified, dominated by Anopheles rufipes (n = 1527, 26.8%), and An. pretoriensis (n = 1427, 25.1%). Host blood meal analysis of 401 visibly blood-fed mosquitoes revealed that Anopheles species in the study area fed primarily on goats (n = 176; 62.5%), humans (n = 55; 19.4%) and cows (n = 29; 10.2%). The human blood index across all captured anophelines was estimated at 0.22. Human blood meals were detected in secondary malaria vectors, with notably high HBI values of An. pretoriensis and An. rufipes mosquitoes captured outdoors near goat pens. Out of the 5697 female anophelines tested for sporozoite infectivity, one An. rufipes specimen was positive for P. falciparum.</p><p><strong>Conclusion: </strong>This study demonstrates that malaria transmission risk in the surveyed areas may extend beyond well-recognized primary vectors. Species that are not well studied, often exophagic and assumed to be zoophagic, were found to have fed on humans and the study showed some preliminary evidence of P. falciparum infectivity. These findings indicate that peri-domestic human activity may sustain residual transmission despite high Insecticidal-Treated Nets and indoor residual spraying coverage.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"107"},"PeriodicalIF":3.0,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922221/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146165647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Severe malaria treatment with rectal artesunate and artemisinin-based combination therapy in remote settings: an effectiveness-implementation hybrid type 3 study protocol (SEMA ReACT). 在偏远地区用直肠青蒿琥酯和青蒿素联合治疗重症疟疾:一项有效性-实施混合3型研究方案(SEMA ReACT)。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-09 DOI: 10.1186/s12936-026-05816-0
Sebastian Hachizovu, Christine Manyando, Michael Nambozi, Shepherd Khondowe, Busiku Hamainza, Donald Mukumbuta, Hans Rietveld, Eric Mukomena Sompwe, Ghislain Kikunda, Hypolite Muhindo-Mavoko, Flory Luzolo Khote, Deborah Kanyamukenge, Hilde Bastiaens, Aimé Kakudji, Tafadzwa Maseko, Geofrey Makenga, Vito Baraka, Augustin Mutombo, Stephan Duparc, Jean Pierre Van Geertruyden

Background: Almost 500,000 children under 5 years die annually from severe malaria in Africa. Prompt access to effective antimalarial treatment is crucial to reduce mortality. Current clinical guidelines recommend pre-referral rectal artesunate (RAS) followed by injectable artesunate and a 3-day course of artemisinin-based combination therapy (ACT). However, adherence to this treatment algorithm is not always feasible due to many reasons. Integrated community case management (iCCM) presents a promising strategy to improve timely access to care through community health workers (CHWs). This study aims to: (i) assess the feasibility of providing rapid treatment of severe malaria with RAS to children aged 6 months-5 years by CHWs or in health facilities (HFs) without injectable artesunate; (ii) evaluate recrudescence rates in children under 5 following RAS by either ACT for whom referral was not feasible or those after referral completion; and (iii) assess the impact of upgrading iCCM services on access to the formal healthcare system, including severe malaria care.

Methods: This is an effectiveness-implementation hybrid Type 3 study. The study is being conducted in Nchelenge, Zambia and Kapolowe, Democratic Republic of Congo using phased rollout of upgraded iCCM according to national guidelines. CHWs will diagnose, treat and monitor study participants, while research assistants will visit each participant on day 14 to complete a questionnaire, conduct in-depth interviews (IDIs) as well as focus group discussions (FGDs) with caregivers of sampled study participants. Primary outcomes include: (i) time from symptom onset to treatment initiation in the participants who seek care via CHWs or HFs; (ii) 28-day PCR-corrected cure rates following RAS + ACT or RAS + injectable artesunate + ACT treatment; and (iii) the proportion of study population utilizing formal healthcare services within the preceding 6 months, including suspected severe malaria cases.

Discussion: This study will provide essential evidence on the feasibility and effectiveness of community-based pre-referral treatment for severe malaria in resource-limited settings, address access barriers to injectable artesunate and facility-based care, inform policy and programmatic adaptations and guide scalable strategies to enhance timely treatment, reduce mortality and mitigate drug resistance in high-burden malaria regions.

背景:非洲每年有近50万5岁以下儿童死于严重疟疾。迅速获得有效的抗疟疾治疗对于降低死亡率至关重要。目前的临床指南建议转诊前使用直肠青蒿琥酯(RAS),然后注射青蒿琥酯和为期3天的以青蒿素为基础的联合治疗(ACT)。然而,由于许多原因,坚持这种治疗方法并不总是可行的。综合社区病例管理(iCCM)提出了一项有希望的战略,通过社区卫生工作者(chw)改善及时获得护理的机会。本研究的目的是:(i)评估在没有注射青蒿琥酯的卫生保健机构(HFs)向6个月至5岁的儿童提供用RAS快速治疗严重疟疾的可行性;(ii)评估接受RAS治疗的5岁以下儿童的复发率,无论是转诊不可行的ACT还是完成转诊的儿童;(三)评估升级iCCM服务对获得正规卫生保健系统,包括严重疟疾护理的影响。方法:这是一项有效性-实施型混合研究。这项研究正在赞比亚的恩切伦格和刚果民主共和国的卡波洛韦进行,根据国家指南分阶段推出升级版的iCCM。医护人员会对研究参与者进行诊断、治疗和监测,而研究助理会在第14天拜访每位参与者,填写问卷、进行深度访谈(IDIs)以及与样本研究参与者的护理人员进行焦点小组讨论(fdg)。主要结局包括:(i)通过卫生保健中心或卫生保健中心寻求治疗的参与者从症状出现到开始治疗的时间;(ii) RAS + ACT或RAS +注射青蒿琥酯+ ACT治疗后28天pcr校正治愈率;(三)研究人口在过去6个月内使用正规保健服务的比例,包括疑似严重疟疾病例。讨论:本研究将为资源有限环境下重症疟疾社区转诊前治疗的可行性和有效性提供重要证据,解决注射青蒿琥酯和基于设施的护理的获取障碍,为政策和规划调整提供信息,并指导可扩展战略,以加强及时治疗,降低死亡率和减轻疟疾高负担地区的耐药性。
{"title":"Severe malaria treatment with rectal artesunate and artemisinin-based combination therapy in remote settings: an effectiveness-implementation hybrid type 3 study protocol (SEMA ReACT).","authors":"Sebastian Hachizovu, Christine Manyando, Michael Nambozi, Shepherd Khondowe, Busiku Hamainza, Donald Mukumbuta, Hans Rietveld, Eric Mukomena Sompwe, Ghislain Kikunda, Hypolite Muhindo-Mavoko, Flory Luzolo Khote, Deborah Kanyamukenge, Hilde Bastiaens, Aimé Kakudji, Tafadzwa Maseko, Geofrey Makenga, Vito Baraka, Augustin Mutombo, Stephan Duparc, Jean Pierre Van Geertruyden","doi":"10.1186/s12936-026-05816-0","DOIUrl":"10.1186/s12936-026-05816-0","url":null,"abstract":"<p><strong>Background: </strong>Almost 500,000 children under 5 years die annually from severe malaria in Africa. Prompt access to effective antimalarial treatment is crucial to reduce mortality. Current clinical guidelines recommend pre-referral rectal artesunate (RAS) followed by injectable artesunate and a 3-day course of artemisinin-based combination therapy (ACT). However, adherence to this treatment algorithm is not always feasible due to many reasons. Integrated community case management (iCCM) presents a promising strategy to improve timely access to care through community health workers (CHWs). This study aims to: (i) assess the feasibility of providing rapid treatment of severe malaria with RAS to children aged 6 months-5 years by CHWs or in health facilities (HFs) without injectable artesunate; (ii) evaluate recrudescence rates in children under 5 following RAS by either ACT for whom referral was not feasible or those after referral completion; and (iii) assess the impact of upgrading iCCM services on access to the formal healthcare system, including severe malaria care.</p><p><strong>Methods: </strong>This is an effectiveness-implementation hybrid Type 3 study. The study is being conducted in Nchelenge, Zambia and Kapolowe, Democratic Republic of Congo using phased rollout of upgraded iCCM according to national guidelines. CHWs will diagnose, treat and monitor study participants, while research assistants will visit each participant on day 14 to complete a questionnaire, conduct in-depth interviews (IDIs) as well as focus group discussions (FGDs) with caregivers of sampled study participants. Primary outcomes include: (i) time from symptom onset to treatment initiation in the participants who seek care via CHWs or HFs; (ii) 28-day PCR-corrected cure rates following RAS + ACT or RAS + injectable artesunate + ACT treatment; and (iii) the proportion of study population utilizing formal healthcare services within the preceding 6 months, including suspected severe malaria cases.</p><p><strong>Discussion: </strong>This study will provide essential evidence on the feasibility and effectiveness of community-based pre-referral treatment for severe malaria in resource-limited settings, address access barriers to injectable artesunate and facility-based care, inform policy and programmatic adaptations and guide scalable strategies to enhance timely treatment, reduce mortality and mitigate drug resistance in high-burden malaria regions.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":""},"PeriodicalIF":3.0,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12954902/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146150179","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prevalence and factors associated with malaria among children aged 6-59 months in the Democratic Republic of the Congo: a nationwide cross-sectional survey. 刚果民主共和国6-59个月儿童疟疾流行率及其相关因素:一项全国性横断面调查。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-09 DOI: 10.1186/s12936-026-05822-2
Jovinary Adam, Olivier Mukuku, Janvier Mwemedi Tawi, Pankras Luoga, Augustin Mulangu Mutombo

Introduction: Malaria is the leading cause of morbidity and mortality in the Democratic Republic of the Congo (DRC), posing a significant public health challenge, especially among children aged 6-59 months. This study aims to determine the prevalence and factors associated with malaria in this age group.

Methods: The study analyzed secondary data from a weighted sample of 10,013 children aged 6-59 months who underwent a malaria rapid diagnostic test, drawn from the 2023/24 DRC Demographic and Health Survey. Descriptive, bivariate, and multivariable modified Poisson regression analyses were conducted. A factor was considered significant if the p-value was less than 0.05, with a 95% confidence interval (CI).

Results: The overall prevalence of malaria among children aged 6-59 months in the DRC was 33% (95% CI = 30.2, 35.6), varying significantly between provinces, from 5% in Kinshasa to 61% in Bas-Uele province. Factors associated with malaria in this age group included children aged 24-59 months (APR = 1.25, 95% CI = 1.15, 1.36), children of mothers with no education (APR = 1.15, 95% CI = 1.03, 1.29) and those with primary education (APR = 1.13, 95% CI = 1.02, 1.30), children from the poor wealth quintile (APR = 1.52, 95% CI = 1.08, 2.13) and the middle wealth quintile (APR = 1.42, 95% CI = 1.03, 1.95), children who never slept under an insecticide-treated net (ITN) (APR = 1.18, 95% CI = 1.06, 1.30), children from households without a television (APR = 1.73, 95% CI = 1.22, 2.45), and those living in houses with unimproved floor material (APR = 1.54, 95% CI = 1.10, 2.08) or unimproved roof material (APR = 1.27, 95% CI = 1.04, 1.54).

Conclusion: The prevalence of malaria remains high among children aged 6-59 months. The study highlights the need for strategies that include scaling up the distribution of insecticide-treated nets (ITNs) and educating caregivers on their proper use, improving access to timely diagnosis and treatment, and integrating multisectoral approaches that address socioeconomic vulnerabilities.

疟疾是刚果民主共和国(DRC)发病和死亡的主要原因,对公共卫生构成重大挑战,特别是对6-59个月的儿童。本研究旨在确定这一年龄组疟疾的流行情况和相关因素。方法:该研究分析了从2023/24年刚果民主共和国人口与健康调查中抽取的10,013名接受疟疾快速诊断测试的6-59个月儿童加权样本的次要数据。进行了描述性、双变量和多变量修正泊松回归分析。如果p值小于0.05,则因子被认为是显著的,具有95%置信区间(CI)。结果:刚果民主共和国6-59月龄儿童的总体疟疾流行率为33% (95% CI = 30.2, 35.6),各省之间差异显著,从金沙萨的5%到下乌莱省的61%。在这个年龄段与疟疾相关的因素包括24-59个月岁儿童(4月= 1.25,95% CI = 1.15, 1.36),孩子的母亲没有教育(4月= 1.15,95% CI = 1.03, 1.29),初等教育(4月= 1.13,95% CI = 1.02, 1.30),儿童从穷人财富五分位数(4月= 1.52,95% CI = 1.08, 2.13)和中间财富五分位数(4月= 1.42,95% CI = 1.03, 1.95),孩子从来没有睡在经杀虫剂处理净(ITN)(4月= 1.18,95% CI = 1.06, 1.30),来自无电视家庭的儿童(APR = 1.73, 95% CI = 1.22, 2.45),以及居住在地板材料未经改进的房屋(APR = 1.54, 95% CI = 1.10, 2.08)或屋顶材料未经改进的房屋(APR = 1.27, 95% CI = 1.04, 1.54)。结论:6 ~ 59月龄儿童疟疾患病率居高不下。该研究强调需要制定战略,包括扩大驱虫蚊帐的分发和教育护理人员如何正确使用驱虫蚊帐,改善获得及时诊断和治疗的机会,以及整合解决社会经济脆弱性的多部门方法。
{"title":"Prevalence and factors associated with malaria among children aged 6-59 months in the Democratic Republic of the Congo: a nationwide cross-sectional survey.","authors":"Jovinary Adam, Olivier Mukuku, Janvier Mwemedi Tawi, Pankras Luoga, Augustin Mulangu Mutombo","doi":"10.1186/s12936-026-05822-2","DOIUrl":"10.1186/s12936-026-05822-2","url":null,"abstract":"<p><strong>Introduction: </strong>Malaria is the leading cause of morbidity and mortality in the Democratic Republic of the Congo (DRC), posing a significant public health challenge, especially among children aged 6-59 months. This study aims to determine the prevalence and factors associated with malaria in this age group.</p><p><strong>Methods: </strong>The study analyzed secondary data from a weighted sample of 10,013 children aged 6-59 months who underwent a malaria rapid diagnostic test, drawn from the 2023/24 DRC Demographic and Health Survey. Descriptive, bivariate, and multivariable modified Poisson regression analyses were conducted. A factor was considered significant if the p-value was less than 0.05, with a 95% confidence interval (CI).</p><p><strong>Results: </strong>The overall prevalence of malaria among children aged 6-59 months in the DRC was 33% (95% CI = 30.2, 35.6), varying significantly between provinces, from 5% in Kinshasa to 61% in Bas-Uele province. Factors associated with malaria in this age group included children aged 24-59 months (APR = 1.25, 95% CI = 1.15, 1.36), children of mothers with no education (APR = 1.15, 95% CI = 1.03, 1.29) and those with primary education (APR = 1.13, 95% CI = 1.02, 1.30), children from the poor wealth quintile (APR = 1.52, 95% CI = 1.08, 2.13) and the middle wealth quintile (APR = 1.42, 95% CI = 1.03, 1.95), children who never slept under an insecticide-treated net (ITN) (APR = 1.18, 95% CI = 1.06, 1.30), children from households without a television (APR = 1.73, 95% CI = 1.22, 2.45), and those living in houses with unimproved floor material (APR = 1.54, 95% CI = 1.10, 2.08) or unimproved roof material (APR = 1.27, 95% CI = 1.04, 1.54).</p><p><strong>Conclusion: </strong>The prevalence of malaria remains high among children aged 6-59 months. The study highlights the need for strategies that include scaling up the distribution of insecticide-treated nets (ITNs) and educating caregivers on their proper use, improving access to timely diagnosis and treatment, and integrating multisectoral approaches that address socioeconomic vulnerabilities.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"117"},"PeriodicalIF":3.0,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922310/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146150188","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
hmmibd-rs: an enhanced hmmIBD implementation for parallelizable identity-by-descent detection from large-scale Plasmodium genomic data. hmmIBD -rs:一个增强的hmmIBD实现,用于大规模疟原虫基因组数据的并行血统身份检测。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-09 DOI: 10.1186/s12936-026-05814-2
Bing Guo, Stephen F Schaffner, Aimee R Taylor, Timothy D O'Connor, Shannon Takala-Harrison

Background: Identity-by-descent (IBD), which describes recent genetic co-ancestry between pairs of genomes, is a fundamental concept in population genomics. It has been used to estimate genetic relatedness, detect selection signals, and understand population demography. The IBD detection method hmmIBD demonstrates high accuracy in inferring IBD segments between haploid genomes, including Plasmodium falciparum, and is widely used in malaria genomic surveillance. However, the current single-threaded implementation of hmmIBD does not utilize the full capacity of multi-processor computers, making it difficult to apply to large data sets, and does not accommodate non-uniform recombination rates across the genome.

Methods: We developed an enhanced implementation of hmmIBD, named hmmibd-rs, which leverages multi-threaded computing to parallelize IBD inference over genome pairs and which supports optional, user-defined recombination rate maps for more accurate IBD detection and filtration from genomes with non-uniform recombination. We further streamlined large-scale IBD detection by incorporating auxiliary built-in functionalities to preprocess input directly from the standard binary variant call format (BCF) and filter IBD output to reduce disk usage.

Results: Our new implementation significantly reduces IBD detection computation time nearly linearly with the increased number of CPU threads used; using 128 threads shortens IBD detection time from 5.2 days to 1.3 h for 220 million pairs of simulated Plasmodium falciparum-like chromosomes, increasing computational speed by approximately 100 × over the single-threaded hmmIBD algorithm. Incorporating non-uniform recombination rates in hmmibd-rs enhances the accuracy of IBD inference by mitigating the overestimation of IBD breakpoints in recombination cold spots and their underestimation in hot spots. Non-uniform rates also improve length filtration of IBD segments, dramatically reducing the rate of false positive in recombination cold spots. When applied to empirical data sets, hmmibd-rs completes the detection of IBD from MalariaGEN Pf7 (n ≈ 10,000 monoclonal samples) within hours, enabling a single-day IBD analysis pipeline for large genomic data sets.

Conclusion: hmmibd-rs builds upon, accelerates, and enhances hmmIBD for efficient and accurate IBD detection, serving as a crucial tool for advancing large-scale malaria genomic surveillance.

背景:血统同一性(Identity-by-descent, IBD)是群体基因组学中的一个基本概念,它描述了基因组对之间的近期遗传共祖先。它已被用于估计遗传相关性,检测选择信号,并了解人口统计学。IBD检测方法hmmIBD在推断包括恶性疟原虫在内的单倍体基因组间IBD片段方面具有较高的准确性,在疟疾基因组监测中得到广泛应用。然而,目前的hmmIBD单线程实现并没有充分利用多处理器计算机的全部能力,这使得它很难应用于大型数据集,并且不能适应跨基因组的非均匀重组率。方法:我们开发了一个增强的hmmIBD实现,命名为hmmIBD -rs,它利用多线程计算对基因组对并行IBD推断,并支持可选的,用户自定义的重组率图,以便更准确地检测IBD,并从非均匀重组的基因组中过滤。我们进一步简化了大规模IBD检测,采用了辅助的内置功能来直接预处理来自标准二进制变量调用格式(BCF)的输入,并过滤IBD输出以减少磁盘使用。结果:我们的新实现显着减少了IBD检测计算时间,几乎与使用的CPU线程数量呈线性关系;使用128个线程将2.2亿对模拟恶性疟原虫样染色体的IBD检测时间从5.2天缩短到1.3小时,计算速度比单线程hmmIBD算法提高了约100倍。在hmmibd-rs中加入非均匀重组率,可以减轻重组冷点对IBD断点的高估和热点对IBD断点的低估,从而提高IBD推断的准确性。非均匀率还提高了IBD片段的长度过滤,显著降低了重组冷点的假阳性率。当应用于经验数据集时,hmmibd-rs可在数小时内完成对来自MalariaGEN Pf7 (n≈10,000个单克隆样本)的IBD检测,从而为大型基因组数据集提供单日IBD分析管道。结论:hmmIBD -rs建立在hmmIBD的基础上,加速并增强了对IBD的高效、准确检测,可作为推进大规模疟疾基因组监测的重要工具。
{"title":"hmmibd-rs: an enhanced hmmIBD implementation for parallelizable identity-by-descent detection from large-scale Plasmodium genomic data.","authors":"Bing Guo, Stephen F Schaffner, Aimee R Taylor, Timothy D O'Connor, Shannon Takala-Harrison","doi":"10.1186/s12936-026-05814-2","DOIUrl":"10.1186/s12936-026-05814-2","url":null,"abstract":"<p><strong>Background: </strong>Identity-by-descent (IBD), which describes recent genetic co-ancestry between pairs of genomes, is a fundamental concept in population genomics. It has been used to estimate genetic relatedness, detect selection signals, and understand population demography. The IBD detection method hmmIBD demonstrates high accuracy in inferring IBD segments between haploid genomes, including Plasmodium falciparum, and is widely used in malaria genomic surveillance. However, the current single-threaded implementation of hmmIBD does not utilize the full capacity of multi-processor computers, making it difficult to apply to large data sets, and does not accommodate non-uniform recombination rates across the genome.</p><p><strong>Methods: </strong>We developed an enhanced implementation of hmmIBD, named hmmibd-rs, which leverages multi-threaded computing to parallelize IBD inference over genome pairs and which supports optional, user-defined recombination rate maps for more accurate IBD detection and filtration from genomes with non-uniform recombination. We further streamlined large-scale IBD detection by incorporating auxiliary built-in functionalities to preprocess input directly from the standard binary variant call format (BCF) and filter IBD output to reduce disk usage.</p><p><strong>Results: </strong>Our new implementation significantly reduces IBD detection computation time nearly linearly with the increased number of CPU threads used; using 128 threads shortens IBD detection time from 5.2 days to 1.3 h for 220 million pairs of simulated Plasmodium falciparum-like chromosomes, increasing computational speed by approximately 100 × over the single-threaded hmmIBD algorithm. Incorporating non-uniform recombination rates in hmmibd-rs enhances the accuracy of IBD inference by mitigating the overestimation of IBD breakpoints in recombination cold spots and their underestimation in hot spots. Non-uniform rates also improve length filtration of IBD segments, dramatically reducing the rate of false positive in recombination cold spots. When applied to empirical data sets, hmmibd-rs completes the detection of IBD from MalariaGEN Pf7 (n ≈ 10,000 monoclonal samples) within hours, enabling a single-day IBD analysis pipeline for large genomic data sets.</p><p><strong>Conclusion: </strong>hmmibd-rs builds upon, accelerates, and enhances hmmIBD for efficient and accurate IBD detection, serving as a crucial tool for advancing large-scale malaria genomic surveillance.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"110"},"PeriodicalIF":3.0,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922355/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146150121","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Climate variability and malaria incidence trends in Yumbe District, West Nile Sub-region of Uganda (2017-2021). 乌干达西尼罗河次区域云贝区气候变率和疟疾发病率趋势(2017-2021)
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-07 DOI: 10.1186/s12936-026-05824-0
Lesley Rose Ninsiima, Rogers Musiitwa, Zaitune Nanyunja, James Muleme, Chris Maasaba, Twahiri Anule, David Musoke

Background: Malaria remains a major global public health concern with the greatest burden in tropical and subtropical regions, particularly sub-Saharan Africa. Uganda ranks among the world's highest burden countries, with its warm temperatures, abundant rainfall and diverse mosquito breeding habitats sustaining year-round malaria transmission in malaria endemic areas. This study assessed malaria incidence trends and their association with climate variables in Yumbe district, Uganda.

Methods: A retrospective ecological time-series study analysed malaria incidence (2017-2021) in Yumbe district, Uganda, using District Health Information System reports and Uganda National Meteorological Authority climate data (daily temperature and rainfall). Data were cleaned in Excel and analysed in R software V4.5.1. Monthly/annual summaries, seasonal pattern graphs, Kendall's tau correlations for non-linear associations, and Multiple Linear and Poisson regressions with lag effects were done. Time series analysis involved seasonal decomposition, cross-correlation, and ARIMAX modelling. A multivariable OLS regression on log(1 + cases) with best-lagged rainfall and minimum temperature further assessed climate influence.

Results: Between 2017 and 2021, a total of 2,066,711 malaria cases were reported in Yumbe district. Malaria trends closely followed rainfall patterns, peaking during the period of high precipitation. Time-series analysis showed that rainfall was positively associated with malaria incidence at one-month lag (β = 0.38, p < 0.05), while minimum temperature was inversely associated (β = - 0.29, p < 0.05). Statistical analysis revealed rainfall (mm) strongly led malaria cases by 1 month (r = 0.759, p < 0.001). Maximum temperature showed no significant effect on malaria incidence.

Conclusion: Malaria incidence in Yumbe district is strongly influenced by rainfall and minimum temperature. This study highlights the role of climate variability in malaria transmission in malaria endemic areas. Integrating climate data into surveillance and early warning systems could enhance timely interventions in malaria endemic areas like Yumbe district.

背景:疟疾仍然是一个主要的全球公共卫生问题,热带和亚热带地区,特别是撒哈拉以南非洲地区负担最重。乌干达是世界上负担最重的国家之一,其温暖的气温、充足的降雨和多样化的蚊子繁殖栖息地使疟疾流行地区全年都能传播疟疾。这项研究评估了乌干达Yumbe地区疟疾发病率趋势及其与气候变量的关系。方法:利用地区卫生信息系统报告和乌干达国家气象局气候数据(日温度和降雨量),对乌干达Yumbe地区2017-2021年的疟疾发病率进行回顾性生态时序研究。数据在Excel中清理,在R软件V4.5.1中分析。月度/年度总结,季节性模式图,非线性关联的Kendall's tau相关性,以及具有滞后效应的多元线性和泊松回归。时间序列分析包括季节分解、相互关系和ARIMAX模型。对对数(1 +例)的多变量OLS回归与最佳滞后降雨和最低温度进一步评估了气候影响。结果:2017 - 2021年,云贝区共报告疟疾病例2,066,711例。疟疾趋势与降雨模式密切相关,在高降水期间达到峰值。时间序列分析显示,1个月后降雨量与疟疾发病率呈正相关(β = 0.38, p)。结论:云贝地区疟疾发病率受降雨量和最低气温的强烈影响。这项研究强调了气候变化在疟疾流行地区疟疾传播中的作用。将气候数据整合到监测和预警系统中,可以加强对Yumbe等疟疾流行地区的及时干预。
{"title":"Climate variability and malaria incidence trends in Yumbe District, West Nile Sub-region of Uganda (2017-2021).","authors":"Lesley Rose Ninsiima, Rogers Musiitwa, Zaitune Nanyunja, James Muleme, Chris Maasaba, Twahiri Anule, David Musoke","doi":"10.1186/s12936-026-05824-0","DOIUrl":"10.1186/s12936-026-05824-0","url":null,"abstract":"<p><strong>Background: </strong>Malaria remains a major global public health concern with the greatest burden in tropical and subtropical regions, particularly sub-Saharan Africa. Uganda ranks among the world's highest burden countries, with its warm temperatures, abundant rainfall and diverse mosquito breeding habitats sustaining year-round malaria transmission in malaria endemic areas. This study assessed malaria incidence trends and their association with climate variables in Yumbe district, Uganda.</p><p><strong>Methods: </strong>A retrospective ecological time-series study analysed malaria incidence (2017-2021) in Yumbe district, Uganda, using District Health Information System reports and Uganda National Meteorological Authority climate data (daily temperature and rainfall). Data were cleaned in Excel and analysed in R software V4.5.1. Monthly/annual summaries, seasonal pattern graphs, Kendall's tau correlations for non-linear associations, and Multiple Linear and Poisson regressions with lag effects were done. Time series analysis involved seasonal decomposition, cross-correlation, and ARIMAX modelling. A multivariable OLS regression on log(1 + cases) with best-lagged rainfall and minimum temperature further assessed climate influence.</p><p><strong>Results: </strong>Between 2017 and 2021, a total of 2,066,711 malaria cases were reported in Yumbe district. Malaria trends closely followed rainfall patterns, peaking during the period of high precipitation. Time-series analysis showed that rainfall was positively associated with malaria incidence at one-month lag (β = 0.38, p < 0.05), while minimum temperature was inversely associated (β = - 0.29, p < 0.05). Statistical analysis revealed rainfall (mm) strongly led malaria cases by 1 month (r = 0.759, p < 0.001). Maximum temperature showed no significant effect on malaria incidence.</p><p><strong>Conclusion: </strong>Malaria incidence in Yumbe district is strongly influenced by rainfall and minimum temperature. This study highlights the role of climate variability in malaria transmission in malaria endemic areas. Integrating climate data into surveillance and early warning systems could enhance timely interventions in malaria endemic areas like Yumbe district.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"112"},"PeriodicalIF":3.0,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922325/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quality of inpatient test-and-treat malaria case-management in public and private hospitals in Kano State, Nigeria. 尼日利亚卡诺州公立和私立医院住院疟疾病例检测和治疗管理的质量。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2026-02-07 DOI: 10.1186/s12936-025-05742-7
Dawit Getachew, Nnenna Ogbulafor, Emmanuel Shekarau, Babangida Musa, Abdullahi Yusuf, Safiyanu Haruna, Oladipo O Oladosu, Olusola Oresanya, Kolawole Maxwell, Dejan Zurovac

Background: Compliance with evidence-based treatment guidelines, supported by quality-assured parasitological diagnosis, is the mainstay of malaria case-management in Nigeria. However, despite increased attention, the quality of inpatient paediatric and adult, test-and-treat malaria case-management, and routine accuracy of malaria microscopy, has rarely been examined in public and private hospitals.

Methods: A cross-sectional assessment was undertaken at 18 public and private hospitals in September 2024 in Kano State, Nigeria. Data collection included hospital assessments, interviews with inpatient health workers, review of all paediatric and medical ward admission files for August 2024, and re-checking of routine malaria slides archived during the 3-month post-assessment period. Descriptive analyses included 18 hospitals, 72 health workers, 2,814 suspected malaria admissions, and 211 malaria slides.

Results: Nearly all hospitals (94.4%) provided parasitological diagnostic services (microscopy or RDT) and stocked recommended antimalarials (injectable artesunate and ACT). Most health workers had received training on severe malaria (73.6%), but only 16.7% received supportive supervision. The composite test-and-treat performance was 39.3%, higher for children than adults (45.7% vs 26.5%) and in public compared to private hospitals (39.8% vs 30.8%). Among suspected malaria patients, 73.7% were tested on admissions and 90.2% of those with severe malaria were treated with artesunate. Children, compared to adults, were more commonly tested (79.8% vs 61.7%) and treated with artesunate (93.5% vs 80.1%). Patients in private hospitals, compared to public, were more often tested (84.3% vs 73.0%) but less frequently treated with artesunate (73.1% vs 91.2%). Only 30.0% of artesunate-treated patients were prescribed ACT-more commonly among adults than children (48.3% vs 23.0%) and in private than in public hospitals (89.2% vs 26.9%). ACT use for admitted non-severe cases was rare (2.4%), whereas non-compliance with test negative results was high (75.8%). The sensitivity, specificity, positive and negative predictive values of routine microscopy compared to expert readings were 93.2%, 42.5%, 29.9% and 95.9%, respectively.

Conclusions: Inpatient compliance with malaria test-and-treat guidelines varied between performance tasks, age groups, and hospital sectors. Clinicians can be confident in negative slides but should be cautious with positive results. Quality assurance of malaria diagnosis and continuous clinical and laboratory quality improvement interventions, with enhanced linkages, are needed.

背景:在保证质量的寄生虫学诊断的支持下,遵守循证治疗指南是尼日利亚疟疾病例管理的支柱。然而,尽管受到越来越多的关注,但公立和私立医院很少检查儿科和成人住院病人的质量、疟疾病例的检测和治疗管理以及疟疾显微镜的常规准确性。方法:于2024年9月在尼日利亚卡诺州18家公立和私立医院进行横断面评估。数据收集包括医院评估、与住院卫生工作者面谈、审查2024年8月所有儿科和医疗病房入院档案,以及重新检查评估后3个月期间存档的常规疟疾载玻片。描述性分析包括18家医院、72名卫生工作者、2,814例疑似疟疾住院病例和211例疟疾载玻片。结果:几乎所有医院(94.4%)提供了寄生虫学诊断服务(镜检或RDT),并储备了推荐的抗疟药物(青蒿琥酯注射液和ACT)。大多数卫生工作者(73.6%)接受了严重疟疾方面的培训,但只有16.7%的卫生工作者接受了支持性监督。综合诊疗率为39.3%,儿童高于成人(45.7%比26.5%),公立医院高于私立医院(39.8%比30.8%)。在疑似疟疾患者中,73.7%的人在入院时接受了检测,90.2%的重症疟疾患者接受了青蒿琥酯治疗。与成人相比,儿童更常接受检测(79.8%对61.7%),并接受青蒿琥酯治疗(93.5%对80.1%)。与公立医院相比,私立医院的患者接受检测的频率更高(84.3%对73.0%),但接受青蒿琥酯治疗的频率更低(73.1%对91.2%)。只有30.0%的接受青蒿琥酯治疗的患者得到了act处方——成人比儿童更常见(48.3%比23.0%),私立医院比公立医院更常见(89.2%比26.9%)。入院的非重症病例很少使用ACT(2.4%),而不遵守检测阴性结果的比例很高(75.8%)。与专家读数相比,常规镜检的敏感性、特异性、阳性预测值和阴性预测值分别为93.2%、42.5%、29.9%和95.9%。结论:住院患者对疟疾检测和治疗指南的遵守情况因执行任务、年龄组和医院部门而异。临床医生可以对阴性玻片充满信心,但对阳性结果应谨慎。需要保证疟疾诊断的质量,并不断改进临床和实验室质量干预措施,加强联系。
{"title":"Quality of inpatient test-and-treat malaria case-management in public and private hospitals in Kano State, Nigeria.","authors":"Dawit Getachew, Nnenna Ogbulafor, Emmanuel Shekarau, Babangida Musa, Abdullahi Yusuf, Safiyanu Haruna, Oladipo O Oladosu, Olusola Oresanya, Kolawole Maxwell, Dejan Zurovac","doi":"10.1186/s12936-025-05742-7","DOIUrl":"10.1186/s12936-025-05742-7","url":null,"abstract":"<p><strong>Background: </strong>Compliance with evidence-based treatment guidelines, supported by quality-assured parasitological diagnosis, is the mainstay of malaria case-management in Nigeria. However, despite increased attention, the quality of inpatient paediatric and adult, test-and-treat malaria case-management, and routine accuracy of malaria microscopy, has rarely been examined in public and private hospitals.</p><p><strong>Methods: </strong>A cross-sectional assessment was undertaken at 18 public and private hospitals in September 2024 in Kano State, Nigeria. Data collection included hospital assessments, interviews with inpatient health workers, review of all paediatric and medical ward admission files for August 2024, and re-checking of routine malaria slides archived during the 3-month post-assessment period. Descriptive analyses included 18 hospitals, 72 health workers, 2,814 suspected malaria admissions, and 211 malaria slides.</p><p><strong>Results: </strong>Nearly all hospitals (94.4%) provided parasitological diagnostic services (microscopy or RDT) and stocked recommended antimalarials (injectable artesunate and ACT). Most health workers had received training on severe malaria (73.6%), but only 16.7% received supportive supervision. The composite test-and-treat performance was 39.3%, higher for children than adults (45.7% vs 26.5%) and in public compared to private hospitals (39.8% vs 30.8%). Among suspected malaria patients, 73.7% were tested on admissions and 90.2% of those with severe malaria were treated with artesunate. Children, compared to adults, were more commonly tested (79.8% vs 61.7%) and treated with artesunate (93.5% vs 80.1%). Patients in private hospitals, compared to public, were more often tested (84.3% vs 73.0%) but less frequently treated with artesunate (73.1% vs 91.2%). Only 30.0% of artesunate-treated patients were prescribed ACT-more commonly among adults than children (48.3% vs 23.0%) and in private than in public hospitals (89.2% vs 26.9%). ACT use for admitted non-severe cases was rare (2.4%), whereas non-compliance with test negative results was high (75.8%). The sensitivity, specificity, positive and negative predictive values of routine microscopy compared to expert readings were 93.2%, 42.5%, 29.9% and 95.9%, respectively.</p><p><strong>Conclusions: </strong>Inpatient compliance with malaria test-and-treat guidelines varied between performance tasks, age groups, and hospital sectors. Clinicians can be confident in negative slides but should be cautious with positive results. Quality assurance of malaria diagnosis and continuous clinical and laboratory quality improvement interventions, with enhanced linkages, are needed.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":" ","pages":"111"},"PeriodicalIF":3.0,"publicationDate":"2026-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12922433/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146137616","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Malaria Journal
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1