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Prevalence and associated risk factors of asymptomatic malaria in Nigeria: a systematic review and meta-analysis. 尼日利亚无症状疟疾患病率及相关危险因素:系统回顾和荟萃分析
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-31 DOI: 10.1186/s12936-025-05671-5
Alameen Mukhtar, Mubarak Ismail, Aminu Usman, Ismail Ayoade Odetokun, Mohammed Auwal Ibrahim, Abdulmalik Abdullahi Salman, Hafsatu Garba Bawa-Sani, Shafique Sani Nass, Baba Waru Goni, Muhammad Nazir Shehu, Abdulkadir Nuhu, Xiaoying Zhang, Murtala Bindawa Isah

Background: Asymptomatic malaria presents a significant barrier to malaria elimination efforts, particularly in endemic countries like Nigeria. Despite its public health relevance, no national-level pooled estimate of its prevalence and associated risk factors currently exists for Nigeria. This systematic review and meta-analysis aimed to synthesize existing data to estimate the prevalence of asymptomatic malaria and identify affected populations and risk factors across Nigeria.

Methods: A systematic search of PubMed, Google Scholar, and Scopus was conducted to identify observational studies reporting the prevalence of asymptomatic malaria in Nigeria. The review protocol was registered with PROSPERO (CRD42024591788). Eligible studies were screened using Rayyan software, and relevant data were extracted into Microsoft Excel. Meta-analysis was performed using Stata version 15.0. A random-effects model was applied to estimate the pooled prevalence. Heterogeneity was assessed using meta-regression and subgroup analyses, while publication bias was evaluated using funnel plot visualization.

Results: A total of 25 studies were included in the meta-analysis. The pooled prevalence of asymptomatic malaria in Nigeria was estimated at 33% (95% CI 26-41). Prevalence varied by population subgroup, ranging from 25% in the general population to 52% in children. Risk factor analysis revealed an overall prevalence of 19% related to education level, 36% based on sex, and 39% associated with insecticide-treated net (ITN) usage.

Conclusion: This review highlights a high prevalence of asymptomatic malaria in Nigeria, particularly among children. While asymptomatic infections sustain transmission, current evidence underscores the need to prioritize proven transmission-reduction tools. With reduced transmission, the asymptomatic reservoir can then be more effectively addressed through complementary strategies.

背景:无症状疟疾是消除疟疾工作的重大障碍,特别是在尼日利亚等流行国家。尽管其与公共卫生相关,但尼日利亚目前没有对其流行率和相关风险因素进行国家级汇总估计。本系统综述和荟萃分析旨在综合现有数据,以估计尼日利亚无症状疟疾的流行情况,并确定受影响的人群和危险因素。方法:对PubMed、谷歌Scholar和Scopus进行系统检索,以确定报告尼日利亚无症状疟疾流行的观察性研究。该审查方案已在PROSPERO注册(CRD42024591788)。使用Rayyan软件筛选符合条件的研究,并将相关数据提取到Microsoft Excel中。meta分析采用Stata 15.0版本。采用随机效应模型估计合并患病率。采用meta回归和亚组分析评估异质性,采用漏斗图可视化评估发表偏倚。结果:meta分析共纳入25项研究。尼日利亚无症状疟疾的总流行率估计为33% (95% CI 26-41)。患病率因人群亚群而异,一般人群为25%,儿童为52%。风险因素分析显示,总流行率中有19%与受教育程度有关,36%与性别有关,39%与使用杀虫剂处理过的蚊帐有关。结论:本综述强调了尼日利亚无症状疟疾的高流行率,特别是在儿童中。虽然无症状感染会持续传播,但目前的证据强调,需要优先考虑经证实的减少传播工具。随着传播减少,可以通过补充策略更有效地解决无症状水库问题。
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引用次数: 0
Maternal and household risk factors for malaria in pregnancy and low birthweight: a prospective cohort study from Uganda. 孕期疟疾和低出生体重的孕产妇和家庭危险因素:来自乌干达的一项前瞻性队列研究
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-30 DOI: 10.1186/s12936-025-05746-3
Miriam Aguti, Jimmy Kizza, Abel Kakuru, Miriam Nakalembe, Joaniter I Nankabirwa, Stephanie L Gaw, Bishop Opira, Timothy Ssemukuye, Nida Ozarslan, Anju Ranjit, Erin Dela Cruz, Tamara D Clark, Michelle E Roh, Prasanna Jagannathan, Philip J Rosenthal, Harriet Adrama, Peter Olwoch, Joseph Mayende, Baker Odongo, Ategeka John, Moses Kamya, Grant Dorsey

Background: Malaria is a leading cause of illness and death in pregnant women and newborns. In 2023, an estimated 12.4 million pregnant women were infected with malaria parasites, resulting in 351,000 low birth weight deliveries. Maternal and household factors associated with malaria in pregnancy and low birth weight were investigated in a high-transmission area of Uganda.

Methods: Data come from a randomized controlled trial of intermittent preventive treatment in pregnancy (IPTp) conducted from December 2020 to July 2024 in Busia District. Maternal and household data were collected using structured questionnaires. Women were followed through delivery including monthly assessment of microscopic parasitemia, assessment of placental malaria by histopathology, and birth weight. Associations between maternal and household factors were assessed: (1) parasitaemia at enrolment, (2) parasitaemia during pregnancy after starting IPTp, (3) high-grade placental malaria, and (4) low birth weight (< 2500 gm).

Results: Of 2,757 women enrolled, 2,728 (98.9%) had a household survey completed and were included in study. Overall, 38.1% had parasitemia at enrolment, 6.5% had parasitemia following initiation of IPTp, 6.4% had high-grade placental malaria, and 6.8% of live births had low birth weight. Parasitemia at enrolment was more common in those 16-21 years of age (RR = 1.62, 95% CI 1.31-1.99 p < 0.001), primigravida (RR = 1.86, 95% CI 1.57-2.21, p < 0.001)), and living in traditional houses (RR-1.17 95% CI 1.06-1.30, p = 0.002). These associations persisted after IPTp initiation: younger age (RR = 1.72, 95% CI 1.22-2.43, p < 0.002), primigravida (RR = 2.40, 95% CI 1.81-3.20, p < 0.001), and traditional housing (RR = 1.30 95% CI 1.01-1.60, p = 0.02). Maternal level of education was not associated with malaria parasitaemia both at enrollment and after initiation of IPTp. Primigravida was strongly associated with high-grade placental malaria (RR = 4.20, 95% CI 2.33-7.59, p < 0.001)) and low birth weight (RR = 2.14, 95% CI 1.18-3.89, p = 0.01). However, there were no significant associations between maternal age, level of education, household wealth, and household construction with high-grade placental malaria or low birthweight.

Conclusions: In an area of high malaria transmission, young primigravida women and those living in traditionally constructed houses had the greatest risk of malaria parasitemia during pregnancy. Primigravida women also had higher risks of low birth weight and high grade placental malaria.

背景:疟疾是孕妇和新生儿患病和死亡的主要原因。2023年,估计有1 240万孕妇感染疟疾寄生虫,导致351 000例出生体重过轻分娩。在乌干达的一个高传播地区调查了与妊娠期疟疾和低出生体重有关的孕产妇和家庭因素。方法:数据来自2020年12月至2024年7月在Busia区进行的妊娠期间歇预防治疗(IPTp)随机对照试验。使用结构化问卷收集产妇和家庭数据。随访妇女直至分娩,包括每月进行显微镜寄生虫病评估,通过组织病理学评估胎盘疟疾,以及出生体重。评估了孕产妇和家庭因素之间的关系:(1)入组时的寄生虫病,(2)启动IPTp后妊娠期间的寄生虫病,(3)重度胎盘疟疾,(4)低出生体重(结果:在入组的2,757名妇女中,2,728名(98.9%)完成了家庭调查并纳入研究。总体而言,38.1%的人在入组时患有寄生虫病,6.5%的人在启动IPTp后患有寄生虫病,6.4%的人患有重度胎盘疟疾,6.8%的活产婴儿出生体重过低。研究入组时,16-21岁人群的寄生虫病发病率更高(RR = 1.62, 95% CI 1.31-1.99 p)。结论:在疟疾高传播地区,年轻的初产妇和居住在传统建筑房屋中的妇女在怀孕期间患疟疾寄生虫病的风险最高。初产妇女也有较高的低出生体重和高等级胎盘疟疾的风险。
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引用次数: 0
Malaria test positivity, Plasmodium species distribution, and risk factors in Ho Municipality, Ghana: a retrospective analysis of seasonal and demographic trends (2020-2022). 加纳Ho市疟疾检测阳性、疟原虫种类分布和危险因素:季节和人口趋势的回顾性分析(2020-2022年)。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-30 DOI: 10.1186/s12936-025-05769-w
Daniel Sai Squire, Goode Maame Afuah, Noble Dei Dika, Priscilla Dogbey, Jaiyeola Kofi Bohli, Prophet Edem Logosu, Patience Ama Tanson, Roseline Avorkliya, Wendy Donaldy, Kenneth Ablordey, Precious Kwablah Kwadzokpui

Background: Malaria remains a major public health challenge in Ghana. However, heterogeneous transmission necessitates localized data for effective subnational targeting of control measures. The Ho Municipality, characterized by high rainfall and humidity ideal for year-round mosquito breeding, exemplifies a setting where such detailed epidemiological intelligence is needed but currently scarce. This study aimed to bridge this gap by analysing facility-based trends to inform precision public health interventions in this vulnerable region.

Methods: A retrospective cross-sectional study, performing a census of all available malaria microscopy records from three major healthcare facilities in Ho Municipality over 36 months (January 2020-December 2022) was conducted. Data were extracted from both paper-based logbooks and electronic health records. Descriptive statistics and multivariable regression analyses-specifically, a log-linear model was employed to identify factors associated with parasite density (presented as Geometric Mean Ratios, GMR) and a Poisson regression model to identify factors associated with test positivity (presented as Adjusted Prevalence Ratios, APR). All models were adjusted for age, sex, facility, and year.

Results: Among 27,171 tests, the overall test positivity rate (TPR) was 8.8%, showing a decline from 9.9% in 2020 to 7.2% in 2022. Significant disparities were observed: school-age children (5-12 years) had the highest TPR (18.0%), and a fourfold disparity existed between Ho Municipal Hospital (21.0% TPR) and Ho Teaching Hospital (5.2% TPR). Transmission peaked seasonally in August (13.9% TPR). Plasmodium falciparum was dominant (79.9% of confirmed cases). School-age children and adolescents demonstrated significantly higher parasite densities than adults (aGMR = 3.69 and aGMR = 3.57, respectively). Regression confirmed school-age children (aPR = 3.26) and adolescents (aPR = 3.49) as the highest-risk groups, with a significant age-sex interaction revealing elderly females were also at markedly increased risk (aPR = 2.15).

Conclusion: This study identifies persistent, significant disparities in malaria burden linked to specific age groups, sex, and health facilities in Ho Municipality. These findings underline the urgent need for a targeted intervention strategy, including school-based chemoprevention programs, enhanced diagnostic support and staffing for high-burden facilities, and pre-emptive vector control ahead of peak rainfall seasons to accelerate progress towards malaria elimination.

背景:疟疾仍然是加纳面临的一项重大公共卫生挑战。然而,异质性传播需要本地化数据,以便有效地针对次国家采取控制措施。何市的特点是高降雨量和高湿度,全年适合蚊子繁殖,这是一个需要如此详细的流行病学情报但目前缺乏的环境的例子。本研究旨在通过分析基于设施的趋势来弥补这一差距,以便为这一脆弱地区的精确公共卫生干预提供信息。方法:回顾性横断面研究,在36个月内(2020年1月至2022年12月)对何市三家主要卫生保健机构的所有可用疟疾显微镜记录进行了普查。数据从纸质日志和电子健康记录中提取。描述性统计和多变量回归分析,特别是对数线性模型用于确定与寄生虫密度相关的因素(表示为几何平均比率,GMR),泊松回归模型用于确定与检测阳性相关的因素(表示为调整流行率,APR)。所有模型都根据年龄、性别、设施和年份进行了调整。结果:在27171例检测中,总检测阳性率(TPR)为8.8%,从2020年的9.9%下降到2022年的7.2%。其中,学龄儿童(5-12岁)TPR最高(18.0%),何市医院(21.0%)与何市教学医院(5.2%)之间存在4倍的差异。8月是季节性传播高峰(13.9% TPR)。恶性疟原虫占优势,占确诊病例的79.9%。学龄儿童和青少年的寄生虫密度显著高于成人(aGMR分别为3.69和3.57)。回归证实学龄儿童(aPR = 3.26)和青少年(aPR = 3.49)为最高危险群体,显著的年龄-性别交互作用显示老年女性的风险也显著增加(aPR = 2.15)。结论:本研究确定了在何市与特定年龄组、性别和卫生设施相关的疟疾负担方面持续存在的显著差异。这些发现强调迫切需要有针对性的干预战略,包括以学校为基础的化学预防规划,加强诊断支持和为高负担设施配备人员,以及在高峰降雨季节之前先发制人地控制病媒,以加快消除疟疾的进程。
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引用次数: 0
From song to stories: assessing the impact of exposure to arts-based community engagement tools in shaping knowledge, attitudes, and acceptability toward the Sterile Insect Technique for malaria control in South Africa. 从歌曲到故事:评估接触以艺术为基础的社区参与工具对南非疟疾控制的昆虫不育技术形成知识、态度和可接受性的影响。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-29 DOI: 10.1186/s12936-025-05678-y
Pinky N Manana, Sara Jewett, Givemore Munhenga

Background: Community engagement (CE) is essential for public health interventions. This is particularly important when introducing novel technologies, such as the Sterile Insect Technique (SIT), that require strong community understanding and acceptance. Against this background, arts-based CE strategies, including music, drama, and radio short stories, were developed and piloted, but their effectiveness remained unevaluated. This study assessed whether exposure to arts-based CE approaches influenced community knowledge, attitudes, and acceptance of the SIT in uMkhanyakude District, KwaZulu-Natal, South Africa.

Methods: A cross-sectional survey to understand the influence of arts-based CE approaches was conducted in the Jozini municipality, uMkhanyakude District, after community exposure to these CE productions. Structured interviews were conducted with randomly sampled community members. Data were collected on CE exposure and SIT-related knowledge, attitudes, and acceptance. A chi-square test and a stepwise ordinal logistic regression were used to analyse the data after adjusting for sociodemographic factors.

Results: Among 614 participants, only 26.2% (n = 161) were exposed to arts-based CE approaches. Those exposed were more likely to correctly identify that female mosquitoes feed on blood as compared to the unexposed (95.0% vs. 85.8%, p = 0.008), and to express support for SIT (e.g., 98.1% vs. 89.4% agreed with upcoming releases, p = 0.003). Exposure remained a significant predictor of SIT acceptance in multivariate models (OR 0.65, 95% CI 0.45-0.94). Positive attitudes and accurate knowledge also independently predicted greater acceptance.

Conclusion: Arts-based CE tools were effective in supporting the introduction of SIT by improving knowledge and acceptance. However, limited exposure suggests the need for more sustained and widely accessible engagement strategies to maximize reach and long-term impact. These findings suggest that artistic productions, especially when delivered through culturally relevant, multimodal formats, play a meaningful role in shaping community receptiveness to novel vector control methods like the SIT.

背景:社区参与对公共卫生干预至关重要。这在引进新技术时尤其重要,例如昆虫不育技术(Sterile Insect Technique, SIT),因为它需要很强的社区理解和接受。在这种背景下,以艺术为基础的文化教育策略,包括音乐、戏剧和广播短篇小说,得到了发展和试点,但其有效性仍未得到评估。本研究评估了在南非夸祖鲁-纳塔尔省uMkhanyakude地区,接触以艺术为基础的环境教育方法是否影响了社区对环境教育的知识、态度和接受程度。方法:在乌姆汉亚库德区Jozini市进行了一项横断面调查,以了解基于艺术的CE方法对社区接触这些CE产品的影响。对随机抽样的社区成员进行了结构化访谈。收集了CE暴露和sit相关知识、态度和接受度的数据。在调整社会人口因素后,采用卡方检验和逐步有序逻辑回归对数据进行分析。结果:在614名参与者中,只有26.2% (n = 161)暴露于基于艺术的CE方法。与未暴露者相比,暴露者更有可能正确识别出雌蚊以血液为食(95.0%对85.8%,p = 0.008),并更有可能表达对SIT的支持(例如,98.1%对89.4%同意即将释放的蚊子,p = 0.003)。在多变量模型中,暴露仍然是SIT接受度的重要预测因子(OR 0.65, 95% CI 0.45-0.94)。积极的态度和准确的知识也预示着更大的接受度。结论:基于艺术的CE工具通过提高知识和接受度,有效地支持了SIT的引入。然而,有限的曝光表明需要更持久和广泛的参与战略,以最大限度地扩大覆盖面和长期影响。这些发现表明,艺术作品,特别是通过与文化相关的多模式形式提供的艺术作品,在塑造社区对新型病媒控制方法(如SIT)的接受度方面发挥着有意义的作用。
{"title":"From song to stories: assessing the impact of exposure to arts-based community engagement tools in shaping knowledge, attitudes, and acceptability toward the Sterile Insect Technique for malaria control in South Africa.","authors":"Pinky N Manana, Sara Jewett, Givemore Munhenga","doi":"10.1186/s12936-025-05678-y","DOIUrl":"10.1186/s12936-025-05678-y","url":null,"abstract":"<p><strong>Background: </strong>Community engagement (CE) is essential for public health interventions. This is particularly important when introducing novel technologies, such as the Sterile Insect Technique (SIT), that require strong community understanding and acceptance. Against this background, arts-based CE strategies, including music, drama, and radio short stories, were developed and piloted, but their effectiveness remained unevaluated. This study assessed whether exposure to arts-based CE approaches influenced community knowledge, attitudes, and acceptance of the SIT in uMkhanyakude District, KwaZulu-Natal, South Africa.</p><p><strong>Methods: </strong>A cross-sectional survey to understand the influence of arts-based CE approaches was conducted in the Jozini municipality, uMkhanyakude District, after community exposure to these CE productions. Structured interviews were conducted with randomly sampled community members. Data were collected on CE exposure and SIT-related knowledge, attitudes, and acceptance. A chi-square test and a stepwise ordinal logistic regression were used to analyse the data after adjusting for sociodemographic factors.</p><p><strong>Results: </strong>Among 614 participants, only 26.2% (n = 161) were exposed to arts-based CE approaches. Those exposed were more likely to correctly identify that female mosquitoes feed on blood as compared to the unexposed (95.0% vs. 85.8%, p = 0.008), and to express support for SIT (e.g., 98.1% vs. 89.4% agreed with upcoming releases, p = 0.003). Exposure remained a significant predictor of SIT acceptance in multivariate models (OR 0.65, 95% CI 0.45-0.94). Positive attitudes and accurate knowledge also independently predicted greater acceptance.</p><p><strong>Conclusion: </strong>Arts-based CE tools were effective in supporting the introduction of SIT by improving knowledge and acceptance. However, limited exposure suggests the need for more sustained and widely accessible engagement strategies to maximize reach and long-term impact. These findings suggest that artistic productions, especially when delivered through culturally relevant, multimodal formats, play a meaningful role in shaping community receptiveness to novel vector control methods like the SIT.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":"24 1","pages":"455"},"PeriodicalIF":3.0,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12752031/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145857001","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
Therapeutic efficacy of artemether-lumefantrine and molecular markers of antimalarial resistance in Niger, 2022. 2022年尼日尔蒿甲醚-氨芳碱治疗疟疾疗效及耐药分子标记。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-29 DOI: 10.1186/s12936-025-05679-x
Ibrahim Maman Laminou, Sanoussi Maman Kabirou, Ibrahima Issa Arzika, Abdou Yahaya, Jehan Ahmed, Awa Bineta Deme, Mamadou Alpha Diallo, Bassirou Ngom, Amy Gaye, Aïta Sene, Djiby Sow, Eric Coulibaly, Zilahatou Bahari-Tohon, Elisha Sanoussi, Daniel Koko, Irene Cavros

Background: From August to October 2022, a therapeutic efficacy study of Niger's first-line antimalarial, artemether-lumefantrine (AL), was conducted in four sites (Aderbissinat, Boboye, Aguié, and Baban Tabki) to evaluate its therapeutic efficacy and investigate for molecular markers of antimalarial drug resistance.

Methods: Children aged 5 to 15 years old with uncomplicated malaria were assessed in a 28 day in vivo efficacy study. Genotyping using three markers (msp1, msp2 and the PolyA microsatellite) and match counting using the WHO three-out-of-three algorithm, were used to distinguish recrudescences from new infections. A two-out-of-three algorithm was also utilized as a sensitivity analysis.

Results: PCR uncorrected and corrected efficacy results at day 28 were calculated. Resistance markers were analysed by next-generation sequencing. Uncorrected treatment efficacies were 62.0% (95% CI 54-74) in Aderbissinat, 95.4% (95% CI 91-100) in Aguié, 98.7% (95% CI 96-100) in Boboye, and 50.6% (95% CI 42-62) in Baban Tabki. After PCR correction, AL efficacy was 100%, 97.5%, 100%, and 93.5%, respectively. Marker analysis revealed a high prevalence of S108N, C59R, and N51I mutations in the pfdhfr gene, and S436A and A437G mutations in the pfdhps gene. No validated or candidate pfkelch13 mutations were observed.

Conclusion: In all four sites evaluated, AL retains therapeutic efficacies above the 90% WHO-recommended threshold using the primary three-out-of-three match criteria. In Aguié and Baban Tabki, efficacy remained above the threshold with certain match criteria and statistical approaches but fell below the cutoff using two-out-of-three matching and per-protocol methods, suggesting emerging efficacy concerns in southern parts of the country.

背景:2022年8月至10月,在尼日尔Aderbissinat、Boboye、agui和Baban Tabki四个地点对一线抗疟药物蒿甲醚-甲苯胺(AL)进行了疗效研究,以评价其疗效并研究抗疟药物耐药的分子标志物。方法:对5 ~ 15岁无并发症疟疾患儿进行为期28天的体内疗效研究。使用三个标记(msp1、msp2和PolyA微卫星)进行基因分型,并使用WHO三比三算法进行匹配计数,以区分复发与新感染。灵敏度分析也采用了三分之二算法。结果:计算第28天PCR未校正和校正后的疗效结果。采用新一代测序分析抗性标记。Aderbissinat的未校正治疗有效率为62.0% (95% CI 54-74), agui为95.4% (95% CI 91-100), Boboye为98.7% (95% CI 96-100), Baban Tabki为50.6% (95% CI 42-62)。经PCR校正,AL的有效性分别为100%、97.5%、100%和93.5%。标记分析显示pfdhfr基因中存在S108N、C59R和N51I突变,pfdhps基因中存在S436A和A437G突变。未观察到证实的或候选的pfkelch13突变。结论:在所有评估的四个地点,使用主要的三分之三匹配标准,AL的治疗效果保持在世卫组织推荐的90%以上的阈值。在agui和Baban Tabki,使用某些匹配标准和统计方法,疗效仍高于阈值,但使用三分之二匹配和按方案方法,疗效低于临界值,这表明该国南部地区正在出现疗效问题。
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引用次数: 0
Performance evaluation of the automated haematology analyzer XN-31 for malaria diagnosis in Plasmodium vivax-dominant regions of Thailand. XN-31自动血液学分析仪在泰国间日疟原虫流行地区诊断疟疾的性能评价
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-29 DOI: 10.1186/s12936-025-05763-2
Miki Kawaguchi, Kanako Komaki-Yasuda, Masami Nakatsu, Nattha Kerdsakundee, Mieko Hamana, Takahiro Tougan, Mina Kamei, Aya Konishi, Srivicha Krudsood, Shigeyuki Kano

Background: The innovative automated haematology analyzer XN-31 has demonstrated comparable or, in some settings, superior performance to microscopy and rapid diagnostic tests (RDTs), and good concordance with polymerase chain reaction (PCR) in various endemic areas, particularly where Plasmodium falciparum is prevalent. The XN-31 applies the principle of flow cytometry to measure cell size and nucleic acid content to generate a two-dimensional cytogram in approximately one minute. This technique identifies P. falciparum and other species and provides % parasitaemia (MI-RBC%). This study evaluated the diagnostic performance of the XN-31 in Thailand, where Plasmodium vivax is predominant.

Methods: From November 2019 to June 2022, 349 patients suspected of having malaria were enrolled at the Hospital for Tropical Medicine, Mahidol University, Bangkok. Blood samples were collected via venipuncture and analysed using the XN-31, thick and thin film microscopy, RDTs, and PCR. The qualitative diagnostic accuracy of the XN-31 for detecting malaria parasites and identifying their species was compared with other methods. The quantitative diagnostic ability of the XN-31 was assessed by correlating the MI-RBC% values with % parasitaemia from thin film microscopy.

Results: Among the 349 samples, 125 were positive according to thick film microscopy (103 P. vivax, 17 P. falciparum, 3 Plasmodium knowlesi, 1 Plasmodium ovale, and 1 Plasmodium malariae). The XN-31 demonstrated 98.4% sensitivity relative to thick film microscopy as the reference method, outperforming the RDT (88.0%). All XN-31-positive samples were confirmed via PCR. The information on the parasite species, flagged as 'Malaria? (P.f)' or 'Malaria? (others)' by the XN-31, which depicts P. falciparum or other Plasmodium species, respectively, matched 100% with microscopic determination. The quantitative performance of the XN-31 was strongly correlated with that of thin film microscopy (correlation coefficient [r] = 0.903).

Conclusions: This is the first study to confirm the accuracy of the XN-31 for both qualitative and quantitative diagnoses in a malaria-endemic region dominated by P. vivax. The XN-31 is expected to be a useful diagnostic tool in similar endemic regions.

背景:创新的自动化血液学分析仪XN-31已经证明,在某些情况下,与显微镜和快速诊断测试(RDTs)的性能相当或更好,并且在各种流行地区,特别是在恶性疟原虫流行的地区,与聚合酶链反应(PCR)具有良好的一致性。XN-31应用流式细胞术原理测量细胞大小和核酸含量,在大约一分钟内生成二维细胞图。该技术鉴定恶性疟原虫和其他种类,并提供%寄生虫血症(MI-RBC%)。本研究评估了XN-31在间日疟原虫占主导地位的泰国的诊断性能。方法:2019年11月至2022年6月,在曼谷玛希隆大学热带医学医院登记了349例疑似疟疾患者。通过静脉穿刺采集血样,采用XN-31、厚膜显微镜、薄膜显微镜、rdt和PCR进行分析。比较了XN-31在疟疾寄生虫检测及种类鉴定中的定性诊断准确率。XN-31的定量诊断能力是通过将MI-RBC%值与%寄生虫血症的薄膜显微镜相关联来评估的。结果:349份标本中,厚膜镜检阳性125份,其中间日疟原虫103份,恶性疟原虫17份,诺氏疟原虫3份,卵形疟原虫1份,疟疾疟原虫1份。与厚膜显微镜相比,XN-31的灵敏度为98.4%,优于RDT(88.0%)。所有xn -31阳性样本均经PCR确认。关于寄生虫种类的信息被标记为“疟疾?”(P.f)或“疟疾?”XN-31分别描绘了恶性疟原虫或其他疟原虫物种,显微镜测定结果与100%匹配。XN-31的定量性能与薄膜显微镜的定量性能密切相关(相关系数[r] = 0.903)。结论:本研究首次证实了XN-31在间日疟原虫为主的疟疾流行区定性和定量诊断的准确性。XN-31有望成为类似流行地区的有用诊断工具。
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引用次数: 0
Durability and effectiveness of insecticide-treated nets in Mali: a longitudinal gSG6-P1 biomarker-based assessment of children's exposure to Anopheles bites. 马里经杀虫剂处理的蚊帐的持久性和有效性:基于gSG6-P1生物标志物的儿童按蚊叮咬暴露纵向评估
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-29 DOI: 10.1186/s12936-025-05677-z
Ibrahim Traore, Moussa B M Cisse, Dipomin François Traoré, Yacouba Dansoko, Tidiani Sinayoko, Amadou Diakité, Lazeni Konaté, Alou Yacouba Sangaré, Jean-Marie Sanou, Alice Dembelé, Mariam S Sangaré, Aldiana Kadidia Maiga, Mamadou Sow, Mahamadou Magassa, Franck Remoué, Ousmane Koita

Background: Insecticide-treated nets (ITNs) remain a key intervention in malaria prevention. However, their protective effectiveness may decline with physical deterioration, even when usage remains high. This study assessed the impact of ITN physical integrity on children's exposure to Anopheles mosquito bites over a three-year period in Mali, using gSG6-P1 biomarker as an innovative immuno-epidemiological indicator of human exposure.

Methods: A three-year prospective cohort study was conducted from 2018, 2019, and 2020 in two rural health districts of Mali: Kéniéba using Yorkool® ITNs and Kita using PermaNet® 2.0 ITNs. A total of 586 children under five years old were enrolled and followed annually across 30 villages randomly selected into the two districts. Household surveys captured ITN ownership, usage patterns, and net condition. Net physical integrity was evaluated using proportional hole index (pHI). Blood samples were collected each year and analysed for anti-gSG6-P1 IgG levels, expressed as ΔOD. Net condition and specific IgG levels were analysed across time points and stratified by site and ITNs type.

Results: ITN usage remained high (> 75%) across all survey years, but the proportion of serviceable nets declined significantly, particularly for Yorkool® (49% at 36 months versus 78% for PermaNet® 2.0). Median anti-gSG6-P1 IgG levels increased concurrently, indicating rising exposure to Anopheles bites as net integrity deteriorated. Children sleeping under Yorkool® nets showed higher specific IgG levels than those using PermaNet® 2.0, suggesting reduced protective performance of Yorkool® over time.

Conclusion: This study demonstrates that ITN effectiveness decreases as physical deterioration advances, even when usage is maintained. Monitoring net integrity through the gSG6-P1 biomarker provides an innovative, field-adapted approach to anticipate ITN protection failures and to support evidence-based decision-making in malaria control programmes.

背景:驱虫蚊帐(ITNs)仍然是预防疟疾的一项关键干预措施。然而,它们的保护效果可能会随着身体的恶化而下降,即使使用量仍然很高。本研究使用gSG6-P1生物标志物作为人类暴露的创新免疫流行病学指标,评估了ITN身体完整性对马里儿童在三年时间内暴露于按蚊叮咬的影响。方法:从2018年、2019年和2020年在马里的两个农村卫生区进行了一项为期三年的前瞻性队列研究:ksamniacimba使用Yorkool®ITNs, Kita使用PermaNet®2.0 ITNs。总共有586名5岁以下的儿童被登记,每年在两个地区随机选择的30个村庄进行跟踪调查。住户调查获得了ITN所有权、使用模式和净状况。净物理完整性评价采用比例孔指数(pHI)。每年采集血液样本,分析抗gsg6 - p1 IgG水平,表示为ΔOD。净状态和特异性IgG水平在不同时间点进行分析,并按部位和ITNs类型分层。结果:在所有的调查年份中,ITN的使用率仍然很高(约75%),但可用网的比例明显下降,特别是Yorkool®(36个月时为49%,而PermaNet®2.0为78%)。抗gsg6 - p1 IgG中位数水平同时升高,表明随着净完整性恶化,暴露于按蚊叮咬的人数增加。睡在Yorkool®蚊帐下的儿童比使用PermaNet®2.0的儿童显示出更高的特异性IgG水平,这表明随着时间的推移,Yorkool®的保护性能会降低。结论:本研究表明,即使维持使用,ITN的有效性也会随着身体恶化而下降。通过gSG6-P1生物标记物监测网络完整性提供了一种创新的、适应现场的方法,可以预测ITN保护的失败,并支持疟疾控制规划中的循证决策。
{"title":"Durability and effectiveness of insecticide-treated nets in Mali: a longitudinal gSG6-P1 biomarker-based assessment of children's exposure to Anopheles bites.","authors":"Ibrahim Traore, Moussa B M Cisse, Dipomin François Traoré, Yacouba Dansoko, Tidiani Sinayoko, Amadou Diakité, Lazeni Konaté, Alou Yacouba Sangaré, Jean-Marie Sanou, Alice Dembelé, Mariam S Sangaré, Aldiana Kadidia Maiga, Mamadou Sow, Mahamadou Magassa, Franck Remoué, Ousmane Koita","doi":"10.1186/s12936-025-05677-z","DOIUrl":"10.1186/s12936-025-05677-z","url":null,"abstract":"<p><strong>Background: </strong>Insecticide-treated nets (ITNs) remain a key intervention in malaria prevention. However, their protective effectiveness may decline with physical deterioration, even when usage remains high. This study assessed the impact of ITN physical integrity on children's exposure to Anopheles mosquito bites over a three-year period in Mali, using gSG6-P1 biomarker as an innovative immuno-epidemiological indicator of human exposure.</p><p><strong>Methods: </strong>A three-year prospective cohort study was conducted from 2018, 2019, and 2020 in two rural health districts of Mali: Kéniéba using Yorkool<sup>®</sup> ITNs and Kita using PermaNet<sup>®</sup> 2.0 ITNs. A total of 586 children under five years old were enrolled and followed annually across 30 villages randomly selected into the two districts. Household surveys captured ITN ownership, usage patterns, and net condition. Net physical integrity was evaluated using proportional hole index (pHI). Blood samples were collected each year and analysed for anti-gSG6-P1 IgG levels, expressed as ΔOD. Net condition and specific IgG levels were analysed across time points and stratified by site and ITNs type.</p><p><strong>Results: </strong>ITN usage remained high (> 75%) across all survey years, but the proportion of serviceable nets declined significantly, particularly for Yorkool<sup>®</sup> (49% at 36 months versus 78% for PermaNet<sup>®</sup> 2.0). Median anti-gSG6-P1 IgG levels increased concurrently, indicating rising exposure to Anopheles bites as net integrity deteriorated. Children sleeping under Yorkool<sup>®</sup> nets showed higher specific IgG levels than those using PermaNet<sup>®</sup> 2.0, suggesting reduced protective performance of Yorkool<sup>®</sup> over time.</p><p><strong>Conclusion: </strong>This study demonstrates that ITN effectiveness decreases as physical deterioration advances, even when usage is maintained. Monitoring net integrity through the gSG6-P1 biomarker provides an innovative, field-adapted approach to anticipate ITN protection failures and to support evidence-based decision-making in malaria control programmes.</p>","PeriodicalId":18317,"journal":{"name":"Malaria Journal","volume":"24 1","pages":"456"},"PeriodicalIF":3.0,"publicationDate":"2025-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12751890/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145856980","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 evaluation of the miniature direct-on-blood PCR nucleic acid lateral flow immunoassay (mini-dbPCR-NALFIA) for the detection of Plasmodium falciparum in high seasonal malaria transmission setting in Burkina Faso. 在布基纳法索季节性疟疾高传播环境中,小型直接对血PCR核酸侧流免疫分析法(mini-dbPCR-NALFIA)检测恶性疟原虫的现场评价
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-27 DOI: 10.1186/s12936-025-05767-y
Francois Kiemde, Toussaint Rouamba, Diane Y Some, Berenger Kabore, Daniel Valia, H Magloire Natama, Antonia W Bere, Petra F Mens, Halidou Tinto, Henk D F H Schallig

Introduction: Accurate diagnosis of malaria, caused by Plasmodium falciparum, remains challenging in endemic resource-limited settings. Molecular diagnostics, like PCR, offer a higher sensitivity, but are often impractical at the point-of-care. A relatively simple molecular diagnostic test has been developed to overcome the technological challenges frequently encountered during the implementation of molecular tools. We present here the results of the field evaluation of this novel mini direct-on-blood PCR platform with lateral flow readout (dbPCR-NALFIA), in a rural setting of Burkina Faso.

Methods: A phase 3 diagnostic accuracy study was conducted over one year in a high P. falciparum transmission setting in Burkina Faso. Febrile patients of all ages (n = 438) were screened using PfHRP2-based RDT, microscopy, and the investigational dbPCR-NALFIA test. Reference diagnostic test was qPCR targeting the P. falciparum varATS gene. Diagnostic accuracy metrics (sensitivity, specificity, predictive values) and agreement (Cohen's kappa) were calculated for each method.

Results: Malaria prevalence by qPCR was 65.5% (287/438). A total of 99.2% (259/261) of P. falciparum microscopy-positive samples were detected by qPCR, 97.7% (253/259) detected with RDT and 99.6% (258/259) with the investigational dbPCR-NALFIA. Overall, 85.2% (149/177) of microscopy negative samples were also confirmed negative with qPCR. Among these qPCR negative samples, 80.5% (120/149) were concordantly negative by RDT, while 98.0% (146/149) were confirmed negative by dbPCR-NALFIA. Using qPCR as reference, the dbPCR-NALFIA demonstrated a sensitivity of 96.5% and specificity of 98.0%, comparable to RDT sensitivity (95.1%) and microscopy specificity (98.7%), but out-performed RDT specificity (80.8%) and microscopy sensitivity (90.2%). dbPCR-NALFIA detected 67.9% of sub microscopic qPCR-positive samples missed by the microscopy. Agreement with qPCR was the highest for dbPCR-NALFIA (kappa value = 0.90), compared to microscopy (kappa value = 0.80) and RDT (kappa value = 0.71).

Conclusion: The dbPCR-NALFIA shows excellent diagnostic performance to detect P. falciparum under field conditions. It addresses key limitations of other diagnostics and could play a vital role in case detection.

在地方性资源有限的环境中,准确诊断由恶性疟原虫引起的疟疾仍然具有挑战性。分子诊断,如PCR,提供了更高的灵敏度,但在护理点通常是不切实际的。开发了一种相对简单的分子诊断测试,以克服在实施分子工具过程中经常遇到的技术挑战。我们在此介绍了在布基纳法索农村环境中对这种具有侧流读数的新型迷你直接对血PCR平台(dbPCR-NALFIA)进行现场评估的结果。方法:在布基纳法索恶性疟原虫高传播环境中进行了为期一年的3期诊断准确性研究。采用基于pfhrp2的RDT、显微镜和研究性dbPCR-NALFIA检测对所有年龄的发热患者(n = 438)进行筛选。参考诊断试验为针对恶性疟原虫变异ats基因的qPCR。计算每种方法的诊断准确性指标(敏感性、特异性、预测值)和一致性(Cohen’s kappa)。结果:qPCR检测的疟疾患病率为65.5%(287/438)。qPCR法检测恶性疟原虫镜检阳性的标本占99.2% (259/261),RDT法检测阳性的标本占97.7% (253/259),dbPCR-NALFIA法检测阳性的标本占99.6%(258/259)。总体而言,85.2%(149/177)的镜检阴性样本qPCR也为阴性。qPCR阴性样本中,RDT一致阴性的占80.5% (120/149),dbPCR-NALFIA一致阴性的占98.0%(146/149)。以qPCR为参照,dbPCR-NALFIA的灵敏度为96.5%,特异性为98.0%,与RDT灵敏度(95.1%)和镜检特异性(98.7%)相当,但优于RDT灵敏度(80.8%)和镜检灵敏度(90.2%)。dbPCR-NALFIA检出67.9%的亚显微qpcr阳性样品。与显微镜(kappa值= 0.80)和RDT (kappa值= 0.71)相比,dbPCR-NALFIA与qPCR的一致性最高(kappa值= 0.90)。结论:dbPCR-NALFIA在野外条件下对恶性疟原虫有较好的诊断效果。它解决了其他诊断方法的主要局限性,并可在病例发现方面发挥重要作用。
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引用次数: 0
An assessment of knowledge, practices, and malaria parasitaemia among artisanal gold miners and community members in Mudzi, Zimbabwe. 对津巴布韦Mudzi手工采金工人和社区成员的知识、做法和疟疾寄生虫病的评估。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-27 DOI: 10.1186/s12936-025-05770-3
Tichaona Fambirai, Moses John Chimbari

Background: Despite a significant reduction in the burden of malaria in the last decades, the disease remains a significant global public health threat. Community perception, knowledge, and practices are key determinants in malaria transmission. Mudzi is a border district in Zimbabwe, characterized by persistent malaria transmission despite having high indoor residual spraying coverages that meet the World Health Organization (WHO) indoor residual spraying (IRS) coverage thresholds. Human socio-economic behavioural factors driving persistent transmission have not been documented.

Methods: A mixed-methods cross-sectional study was conducted to establish knowledge, practices, and perceptions among Artisanal Gold Miners (AGMs) and Community members (CMs). Two active artisanal mining sites and catchment villages were purposively selected for this study. Malaria RDT test kits and blood slide examinations by microscopy were used to establish malaria parasitaemia prevalence. Data were collected via Kobo Collect and analysed using Microsoft Excel to generate frequencies and analyse for statistical differences.

Results: A total of 128 AGMs and 113 CMs were recruited. 277 individuals were tested for malaria using RDT and blood smear microscopy. Responses showed good knowledge of the cause and transmission of malaria. However, low risk perception and misconception among AGMs and CMs were observed. There was no significant difference concerning education, knowledge, and perceptions between AGMs and CMs. AGM predominantly lived in the open without protective measures for long periods. Community members and artisanal miners (AGMS) showed high preferences and utilisation of standard care offered through health facilities and community health workers (CHW). The majority of AGMs and CMs received health education from HCWs. Malaria prevalence across the groups was less than 1%.

Conclusion: High knowledge of malaria is not translating into preventative behaviour and high-risk perception among AGMs and CMs. There is a need to create innovative health education interventions that motivate individuals to increase risk perception and behaviour modification. Communities are likely to prioritize survival over malaria avoidance practices, therefore, an integrated intervention that addresses livelihoods and malaria prevention needs to be developed.

背景:尽管过去几十年来疟疾的负担大大减轻,但该疾病仍然是一个重大的全球公共卫生威胁。社区认知、知识和实践是疟疾传播的关键决定因素。Mudzi是津巴布韦的一个边境地区,其特点是疟疾持续传播,尽管室内残留喷洒覆盖率很高,达到了世界卫生组织(世卫组织)室内残留喷洒覆盖率的阈值。推动持续传播的人类社会经济行为因素尚未得到记录。方法:采用混合方法进行横断面研究,以建立手工金矿工人(AGMs)和社区成员(CMs)的知识、实践和观念。本研究有目的地选择了两个活跃的手工采矿地点和集水村。采用疟疾RDT检测试剂盒和镜检血玻片检测疟疾寄生虫病流行情况。数据通过Kobo Collect收集,并使用Microsoft Excel进行分析,生成频率并分析统计差异。结果:共招募到128名agm和113名CMs。使用RDT和血液涂片镜检对277人进行了疟疾检测。答复表明对疟疾的病因和传播有充分的了解。然而,在agm和CMs中观察到低风险认知和误解。在教育、知识和认知方面,agm和CMs之间没有显著差异。AGM主要长期生活在没有保护措施的露天环境中。社区成员和手工矿工(AGMS)对卫生设施和社区卫生工作者(CHW)提供的标准护理表现出高度偏好和利用。大多数agm和CMs接受了卫生保健员的健康教育。这些群体的疟疾患病率低于1%。结论:高水平的疟疾知识并没有转化为agm和CMs的预防行为和高危认知。有必要创造创新的卫生教育干预措施,激励个人提高对风险的认识和行为改变。社区可能优先考虑生存而不是预防疟疾的做法,因此,需要制定一项针对生计和疟疾预防的综合干预措施。
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引用次数: 0
Seasonal climate patterns and their impact on mosquito net use in Nigeria: evidence from repeated surveys. 尼日利亚季节性气候模式及其对蚊帐使用的影响:来自反复调查的证据。
IF 3 3区 医学 Q3 INFECTIOUS DISEASES Pub Date : 2025-12-27 DOI: 10.1186/s12936-025-05761-4
Tarekegn A Abeku, Azuka Iwegbu, Saliu Ogunmola, Abiola O Oluwagbemiga

Consistent use of insecticide-treated nets (ITNs) for malaria prevention has been a challenge undermining the intervention's effectiveness. Perceptions of heat and absence of mosquitoes are among the reasons cited for non-use of ITN in populations with access. We conducted repeated household surveys across seasons in Ondo State of Nigeria to investigate seasonal changes in ITN use rates and potential determinant factors. Five household surveys were conducted in different months before an ITN distribution campaign in December 2021 followed by post-campaign surveys in April 2022, and in June, August and October 2023. Temperature and precipitation estimates up to 60 days before each of the surveys were used to investigate the potential effects of seasonal factors on proportions of people using ITNs among those with access (use behaviour). The study found significant associations between climatic factors and ITN use, with increases in the rainy season and reductions in the hot, dry season. Temperature and precipitation were negatively and positively associated with ITN use among populations with access respectively, suggesting the effects of heat and potentially mosquito abundance and perceived risk of malaria. A mixed-effects regression showed that each 1 °C increase in mean temperature during the 30 days preceding surveys was associated with a 9 percentage point decrease in ITN use rate (p = 0.006). Rainfall showed a smaller but significant positive association with ITN use. Each additional 10 mm of rainfall 31-60 days before surveys increased use rate by 0.7 percentage points (p = 0.013). Higher proportions of low-SES households within study clusters and a greater number of nets per person were significantly associated with increased ITN use, independent of climatic influences. Although overall ITN use is largely determined by access, this study provides evidence that, among populations with access, usage is further influenced by a complex interplay of multiple factors and climatic fluctuations. While previous research has explored associations between climate and ITN use, this study strengthens the evidence through state-level, repeated, within-population serial cross-sectional observations. The findings indicate that seasonal variations in rainfall and temperature are key determinants of ITN use behaviour. These patterns should inform the design of behaviour change communication strategies, as well as the timing of distribution campaigns and evaluation surveys. Interpretations of ITN use survey data should account for seasonal effects.

持续使用驱虫蚊帐预防疟疾一直是一项挑战,削弱了干预措施的有效性。人们认为炎热和没有蚊子是在有途径的人群中不使用驱虫蚊帐的原因之一。我们在尼日利亚Ondo州跨季节进行了多次家庭调查,以调查ITN使用率的季节性变化和潜在的决定因素。在2021年12月进行ITN分发活动之前,在不同的月份进行了五次家庭调查,随后在2022年4月、2023年6月、8月和10月进行了活动后调查。使用每次调查前60天的温度和降水估算值来调查季节性因素对使用ITNs的人在可获得(使用行为)的人中所占比例的潜在影响。该研究发现,气候因素与ITN使用之间存在显著关联,雨季增加,旱季减少。温度和降水分别与可获取的人群使用ITN呈负相关和正相关,表明温度和潜在的蚊子数量以及疟疾的感知风险的影响。混合效应回归显示,调查前30天平均温度每升高1°C, ITN使用率下降9个百分点(p = 0.006)。降雨与ITN的使用表现出较小但显著的正相关。调查前31至60天,每增加10毫米雨量,使用率就会提高0.7个百分点(p = 0.013)。研究集群内低社会经济地位家庭比例的增加和人均蚊帐数量的增加与ITN使用的增加显著相关,不受气候影响。虽然总体的ITN使用情况在很大程度上取决于获取情况,但本研究提供的证据表明,在可获取的人口中,使用情况进一步受到多种因素和气候波动的复杂相互作用的影响。虽然以前的研究已经探索了气候与ITN使用之间的关系,但本研究通过国家级、重复的、人口内的连续横断面观测加强了证据。研究结果表明,降雨和温度的季节性变化是ITN使用行为的关键决定因素。这些模式应当为行为改变传播战略的设计以及分配运动和评价调查的时间安排提供信息。对ITN使用调查数据的解释应考虑到季节性影响。
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Malaria Journal
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