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Be afraid, be very afraid: how host cues determine attractiveness to parasite infectious stages and the resulting infection loads. 害怕,非常害怕:宿主线索如何决定对寄生虫感染阶段的吸引力以及由此产生的感染负荷。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2026-01-12 DOI: 10.1016/j.ijpara.2026.104771
J Koprivnikar, L M Santos, P T J Johnson

The likelihood of infection is influenced by both innate and environmental factors, including host defences and contacts with infectious stages. Although theory predicts that motile parasites ought to select susceptible host species, few studies have considered parasite preference among individuals of a single host species. By experimentally manipulating the presence, activity, and susceptibility of tadpoles, we tested the importance of host cues (chemical and mechanical) and host resistance on intraspecific host choice by free-swimming trematode (flatworm) cercariae. Cercariae could 'choose' among four chambers with these combinations in a first set of trials but could not contact (and infect) hosts. In a second set of trials with the same tadpoles, cercariae were allowed to select and infect hosts, allowing us to analyze the relationship between initial parasite choice and subsequent infection establishment. Cercariae showed a trend for greater attraction to anesthetized tadpoles over negative controls (empty chambers), suggesting the use of chemical cues to locate hosts, but were most attracted to active (non-anesthetized) tadpoles, indicating an important role for host movement. Cercariae showed no preference for tadpoles subjected to an immunosuppressive treatment, despite their greater susceptibility to infection. Importantly, the initial number of cercariae that chose each tadpole in the first round positively predicted parasite load in the second round of exposures. Highly active hosts, which initially attracted the most cercariae, ultimately supported the highest infections, either because parasites made 'good' host choices, or, alternatively, prior host exposure (without actual infection) increased susceptibility.

感染的可能性受到先天和环境因素的影响,包括宿主防御和与感染阶段的接触。虽然理论预测运动寄生虫应该选择易感宿主物种,但很少有研究考虑寄生虫在单一宿主物种个体之间的偏好。通过实验控制蝌蚪的存在、活动和易感性,我们测试了宿主线索(化学和机械)和宿主抗性对自由游动的吸虫(扁形虫)尾蚴种内宿主选择的重要性。在第一组试验中,尾蚴可以在带有这些组合的四个腔室中“选择”,但不能接触(和感染)宿主。在第二组相同蝌蚪的试验中,尾蚴被允许选择并感染宿主,使我们能够分析最初的寄生虫选择与随后的感染建立之间的关系。尾蚴对麻醉的蝌蚪的吸引力大于对阴性对照(空室)的吸引力,这表明尾蚴使用化学线索来定位宿主,但尾蚴对活跃的(未麻醉的)蝌蚪最感兴趣,这表明宿主运动起重要作用。尾蚴对接受免疫抑制治疗的蝌蚪没有表现出偏好,尽管它们对感染更敏感。重要的是,在第一轮中选择每个蝌蚪的尾蚴的初始数量正预测了第二轮暴露中的寄生虫负荷。高度活跃的宿主最初吸引了最多的尾蚴,最终支持了最高的感染,这要么是因为寄生虫选择了“好的”宿主,要么是因为先前的宿主暴露(没有实际感染)增加了易感性。
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引用次数: 0
NcROP24 loss attenuates Neospora caninum virulence and alters rhoptry organization. NcROP24缺失会减弱犬新孢子虫的毒力并改变病毒组织。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2026-01-07 DOI: 10.1016/j.ijpara.2026.104770
Rafael Amieva, Laura Rico-San Román, Montserrat Coronado, Jessica Powell, Musa A Hassan, Andrew Hemphill, Ghalia Boubaker, Christiane Pfarrer, Luis Miguel Ortega-Mora, Esther Collantes-Fernández, Pilar Horcajo

Neospora caninum is an apicomplexan parasite responsible for bovine neosporosis, a leading cause of abortion and economic loss in cattle worldwide. Despite its veterinary significance, the molecular mechanisms underlying parasite virulence and host-pathogen interaction remain poorly understood. In particular, the contribution of rhoptry proteins, key secretory effectors involved in host cell invasion and immune modulation, has yet to be fully elucidated. Here, we investigate NcROP24, a previously understudied rhoptry protein whose expression correlates with isolate virulence. Using CRISPR/Cas9, we generated NcROP24 knock-out mutants (NcΔROP24) by deleting all three genomic copies and confirmed loss of expression with a single-copy insertion of a selectable marker DHFR-TS. In a pregnant mouse model, NcΔROP24 parasites displayed markedly reduced congenital transmission, higher neonatal survival, and lower maternal brain parasite burdens compared to wild-type controls, demonstrating significant attenuation of systemic and vertical infection. Also, in bovine monocyte-derived macrophages, NcΔROP24 tachyzoites showed impaired intracellular growth. Dual RNA-seq of infected macrophages revealed that NcΔROP24 loss prevents the parasite from reprogramming key host metabolic and degradative pathways, instead promoting a stress-induced, lipogenic state that favours clearance. Concurrently, parasites lacking NcROP24 upregulated stress-associated transcripts and downregulated additional secreted effectors, indicating a shift away from aggressive proliferation. Together, these findings establish NcROP24 as a key factor of N. caninum pathogenicity. By defining its role in host-pathogen interactions, our work highlights NcROP24 as a promising target for next-generation vaccines or therapeutics against bovine neosporosis.

犬新孢子虫是一种引起牛新孢子虫病的顶端复合体寄生虫,是全世界牛流产和经济损失的主要原因。尽管具有兽医意义,但寄生虫毒力和宿主-病原体相互作用的分子机制仍然知之甚少。特别是,参与宿主细胞侵袭和免疫调节的关键分泌效应物——淋巴细胞蛋白的作用尚未完全阐明。在这里,我们研究了NcROP24,这是一种先前未被充分研究的病毒蛋白,其表达与分离株的毒力相关。使用CRISPR/Cas9,我们通过删除所有三个基因组拷贝生成NcROP24敲除突变体(NcΔROP24),并通过插入可选择标记DHFR-TS的单拷贝确认表达缺失。在怀孕小鼠模型中,与野生型对照相比,NcΔROP24寄生虫表现出明显减少的先天性传播,更高的新生儿存活率和更低的母体脑寄生虫负担,显示出全身和垂直感染的显著衰减。此外,在牛单核细胞来源的巨噬细胞中,NcΔROP24速殖子显示细胞内生长受损。感染巨噬细胞的双rna测序显示,NcΔROP24缺失阻止了寄生虫对关键宿主代谢和降解途径进行重编程,相反,促进了应激诱导的脂肪生成状态,有利于清除。同时,缺乏NcROP24的寄生虫上调了与应激相关的转录本,下调了其他分泌的效应物,表明其正向侵袭性增殖转变。综上所述,这些发现证实NcROP24是犬链球菌致病性的关键因子。通过确定其在宿主-病原体相互作用中的作用,我们的工作突出了NcROP24作为下一代牛新孢子病疫苗或治疗药物的有希望的靶点。
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引用次数: 0
Host whole genome sequence data represent an untapped resource for characterising affiliated parasite diversity. 宿主全基因组序列数据是表征附属寄生虫多样性的未开发资源。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2026-01-06 DOI: 10.1016/j.ijpara.2025.104768
Sarah Nichols, Andrea Estandía, Catherine M Young, Lucy S Knowles, Vaidas Palinauskas, Beth Okamura, Sonya M Clegg

Parasites are ubiquitous and exert varied ecological and evolutionary pressures on their hosts. Yet, characterising parasite diversity and distributions can be challenging and costly. Leveraging existing data to identify parasites is thus an attractive alternative. High-throughput sequencing (HTS) can generate whole genome sequence (WGS) data which are increasingly freely available in public repositories and represent an untapped resource for characterising parasites affiliated with hosts. In this study, we examine WGS data generated for the silvereye (Zosterops lateralis), to identify endogenous eukaryotic parasites that were inadvertently captured during host sequencing. We compared detection of parasite genera by this approach with detection via 18S metabarcoding. Mining WGS data for parasite DNA revealed the broadest range of genera. Results were verified by traditional microscopy of blood slides and conducting a targeted multiplex Polymerase Chain Reaction (PCR) for haemosporidian parasites. Detection of haemosporidians was largely consistent across microscopy, multiplex PCR and WGS data while 18S metabarcoding entirely failed to detect this group of parasites. Our results demonstrate that existing WGS datasets can be used to estimate endoparasite diversity and provide greater insights on diversity than metabarcoding whilst also avoiding the costs and challenges of direct sampling. We provide a framework outlining opportunities and constraints to consider when mining WGS data to identify parasite sequences. The framework particularly stresses the influences of sequencing depth, database completeness, and methodological biases. Our findings demonstrate how repurposing existing WGS data can provide a cost-effective and informative means of unravelling complex host-parasite interactions in future disease ecology studies.

寄生虫无处不在,并对其宿主施加各种生态和进化压力。然而,描述寄生虫的多样性和分布可能具有挑战性,而且代价高昂。因此,利用现有数据来识别寄生虫是一个有吸引力的替代方案。高通量测序(HTS)可以产生全基因组序列(WGS)数据,这些数据越来越多地在公共存储库中免费提供,并且代表了表征宿主附属寄生虫的未开发资源。在这项研究中,我们检查了银眼虫(Zosterops lateralis)的WGS数据,以鉴定在宿主测序过程中无意中捕获的内源性真核寄生虫。我们将该方法与18S元条形码检测方法进行了比较。挖掘WGS数据的寄生虫DNA揭示了最广泛的属范围。结果通过传统的血玻片显微镜和针对血孢子虫寄生虫的多重聚合酶链反应(PCR)进行验证。在显微镜、多重PCR和WGS数据中对血孢子虫的检测基本一致,而18S元条形码完全没有检测到这组寄生虫。我们的研究结果表明,现有的WGS数据集可以用来估计内寄生虫的多样性,并提供比元条形码更深入的多样性见解,同时也避免了直接采样的成本和挑战。我们提供了一个框架,概述了挖掘WGS数据以识别寄生虫序列时需要考虑的机会和限制。该框架特别强调测序深度、数据库完整性和方法偏差的影响。我们的研究结果表明,在未来的疾病生态学研究中,重新利用现有的WGS数据可以提供一种具有成本效益和信息丰富的方法来揭示复杂的宿主-寄生虫相互作用。
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引用次数: 0
An intimate view of Leishmania infantum chromosome ends reveals less conserved subtelomeric regions and variations in the telomeric repeat. 婴儿利什曼原虫染色体末端的亲密视图揭示了不太保守的亚端粒区域和端粒重复的变化。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2026-01-05 DOI: 10.1016/j.ijpara.2025.104769
Habtye Bisetegn, Beatriz Cristina Dias de Oliveira, Arthur de Oliveira Passos, Cristiane de Santis Alves, Evan Ernst, Maria Isabel Nogueira Cano

Leishmania infantum is an intracellular protozoan parasite that causes visceral leishmaniasis, predominantly affecting marginalized populations in tropical and subtropical countries. The parasite genome comprises 36 chromosomes whose ends have not been characterized. In most eukaryotes, chromosome termini are capped by telomeres and associated proteins, forming nucleoprotein structures that maintain genome stability and prevent the ends from being mistaken as broken DNA. Leishmania telomeres are composed of G-rich repetitive DNA replenished by telomerase activity. Here, we showed a detailed view and assessment of the 72 chromosome end termini of L. infantum reference strain JPCM5 using Southern blot and Oxford nanopore (ONT) whole genome sequence. L. infantum telomeres, besides the canonical hexameric repeat, contain hexamer variants. The subtelomeres comprise frequent octameric repeats intercalated by interstitial telomeric hexamers and a 62 bp Leishmania conserved telomere-associated sequence containing the Conserved Sequence Block 2 (CSB2) and other elements. The ONT data also provided a complete panorama of L. infantum chromosome termini, showing clusters of high gene density, and determining the telomere size in all chromosome arms. The estimated L. infantum TRF (terminal restriction fragment) length, ranging from 100 to 500 bp, is sensitive to T5 exonuclease digestion, confirming they are at the termini; a similar strategy was used to assess the subtelomeric octameric repeats. Also, procyclic and metacyclic promastigotes showed similar TRF profiles, and promastigote telomeres show different nuclear distributions depending on the cell cycle phase. Our results showed that L. infantum chromosome ends show a mosaic organization, adding valuable information about its genomic architecture and evolution.

婴儿利什曼原虫是一种细胞内原生动物寄生虫,可引起内脏利什曼病,主要影响热带和亚热带国家的边缘人群。寄生虫基因组包括36条染色体,其末端尚未表征。在大多数真核生物中,染色体末端被端粒和相关蛋白覆盖,形成维持基因组稳定性的核蛋白结构,并防止末端被误认为是断裂的DNA。利什曼原虫端粒由富含g的重复DNA组成,并由端粒酶活性补充。本研究利用Southern blot和Oxford nanopore (ONT)全基因组测序技术,对婴儿乳杆菌参考菌株JPCM5的72条染色体末端进行了详细的观察和评价。除了典型的六聚体重复外,婴儿乳杆菌的端粒还含有六聚体变体。亚端粒包括由间质端粒六聚体插入的频繁的八聚体重复序列和含有保守序列块2 (CSB2)和其他元件的62 bp利什曼原虫保守端粒相关序列。ONT数据还提供了婴儿乳杆菌染色体末端的完整全景图,显示了高基因密度的集群,并确定了所有染色体臂中的端粒大小。估计的婴儿乳杆菌TRF(末端限制性片段)长度在100-500 bp之间,对T5外切酶酶切敏感,证实它们位于末端;一个类似的策略被用来评估亚端粒的八组重复。同时,原环型和亚环型原质粒表现出相似的TRF谱,并且原质粒端粒在不同的细胞周期阶段表现出不同的核分布。本研究结果表明,婴儿乳杆菌染色体末端呈镶嵌结构,为其基因组结构和进化提供了有价值的信息。
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引用次数: 0
Long-term presence of emerging pathogens in island honey bee colonies. 岛屿蜂群中新兴病原体的长期存在。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2025-12-30 DOI: 10.1016/j.ijpara.2025.104767
Micaela Sánchez-Aroca, Irene Muñoz, Pilar De la Rúa, Vicente Martínez-López

Honey bees are recognised as the primary pollinators of most agricultural crops and numerous wild plant species worldwide. However, the colony losses reported over recent decades pose a serious threat to this essential ecosystem service. The spread of pathogens has been identified as a significant factor contributing to the decline of honey bee populations. Consequently, there is a considerable interest in expanding our knowledge on the prevalence of emerging pathogens on honey bee colonies, particularly trypanosomatids and neogregarines. Herein, we conducted a spatio-temporal analysis of the prevalence of trypanosomatids (Lotmaria passim and Crithidia mellificae) and a neogregarine (Apicystis bombi) in honey bee populations across the Canary Islands sampled over a 20-year period (1998-2017). We also examined whether pathogen prevalence was associated with the introduction of foreign honey bee queens to the islands and the implementation of a conservation programme of the local Canarian black honey bee. Our results indicate that L. passim has been present in the Canary Islands since at least 1998, whereas C. mellificae was not detected. This finding represents the earliest known global record of the L. passim worldwide. Apicystis bombi was found on several islands during the study period, though at low frequency. The prevalence of L. passim did not exhibit any correlation with the introduction of foreign honey bee queens, unlike other pathogens and parasites such as Nosema ceranae and Varroa destructor. Notably, the implementation of long-standing conservation measures in La Palma was associated with a higher prevalence of L. passim compared to Gran Canaria. These results suggest that L. passim may have been present in the Canary Islands prior to the introduction of foreign honey bees in recent decades. Further analyses of historical samples from additional regions, particularly from geographically isolated areas such as islands, are necessary to untangle the spread history of L. passim in honey bee populations.

蜜蜂被认为是世界上大多数农作物和许多野生植物的主要传粉者。然而,近几十年来报道的蜂群损失对这一重要的生态系统服务构成了严重威胁。病原体的传播已被确定为导致蜜蜂数量下降的一个重要因素。因此,有一个相当大的兴趣,扩大我们的知识流行的新兴病原体在蜂群,特别是锥虫和新格林虫。在此,我们对加那利群岛蜜蜂种群中锥虫虫(Lotmaria passim和Crithidia mellificae)和新花蜜虫(Apicystis bombi)的流行情况进行了时空分析,取样时间为20年(1998-2017年)。我们还研究了病原体的流行是否与外来蜂王的引入和当地加那利黑蜜蜂保护计划的实施有关。结果表明,至少从1998年起,加那利群岛就存在着paspasm,而没有检测到C. mellificae。这一发现代表了世界范围内已知的最早的全球记录。在研究期间,在几个岛屿上发现了炸弹尖孢子虫,尽管频率很低。与其他病原体和寄生虫(如微蝇和破坏瓦螨)不同,被动乳杆菌的流行与外来蜂王的引入没有任何相关性。值得注意的是,与大加那利岛相比,拉帕尔马岛实施了长期的保护措施,与此相关的是pasm的患病率更高。这些结果表明,在近几十年来引入外国蜜蜂之前,加那利群岛可能已经存在了白斑蜜蜂。进一步分析来自其他地区的历史样本,特别是来自地理上孤立的地区,如岛屿,是必要的,以解开蜜蜂种群中的传播历史。
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引用次数: 0
Uptake of Ascaridia galli extracellular vesicles by chicken immune cells varies according to worm sex and in vitro culture duration. 鸡免疫细胞对鸡蛔虫细胞外囊泡的吸收随虫性和体外培养时间的不同而不同。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2025-12-29 DOI: 10.1016/j.ijpara.2025.104765
Anna Sophia Feix, Konstantinos Papanikolaou, Rikke Brødsgaard Kjærup, Chanaka Premathilaka, Suranga Kodithuwakku, Alireza Fazeli, Anders Miki Bojesen, Carolina Corral Yélamos, Tina Sørensen Dalgaard

Ascaridia galli (A. galli), a parasitic roundworm that infects chickens poses an economic burden in poultry farming, as it causes ascaridiosis-a disease leading to reduced growth, lower egg production, and immunosuppression. Recently, interest has grown in the parasite's extracellular vesicles (EVs), as they modulate host immune responses and play a key role in host-pathogen interactions. This study aimed to optimize in vitro EV-production from A. galli and assess their uptake by chicken immune cells important for EV mediated host-pathogen communication. Adult worms were collected from infected chickens, sex-sorted, washed, and cultured in vitro. EVs were isolated at various time points using size exclusion chromatography and characterized. DiO-stained EVs were evaluated for uptake into chicken intestinal epithelial cells, macrophages, peripheral blood mononuclear cells and whole blood leukocytes using flow cytometry and confocal microscopy after 4 and 24 h incubation with the parasite derived vesicles. EV-uptake increased significantly from 4 h to 24 h across all tested cell types. Female-derived EVs collected after 24 h of worm culture gave rise to higher uptake than male-derived EVs. However, at the 40 h time point, male EVs gave rise to greater uptake, though overall EV internalization was reduced compared to the 24 h time point. Uptake efficiency varied depending on the EV collection time as well as the host cell type. These findings suggest that both the sex of the worm and the duration of culture influence EV uptake, with 24 h emerging as the optimal in vitro culture duration for production of A. galli derived EVs with potent biological functions. The sex-specific differences highlight potential functional diversity in EV mediated host-pathogen interactions, which need to be assessed in future studies.

鸡蛔虫(a . galli),一种感染鸡的寄生蛔虫,给家禽养殖业带来了经济负担,因为它会引起蛔虫病——一种导致生长减缓、产蛋量下降和免疫抑制的疾病。最近,人们对寄生虫的细胞外囊泡(EVs)越来越感兴趣,因为它们调节宿主免疫反应并在宿主-病原体相互作用中发挥关键作用。本研究旨在优化大肠杆菌的体外生产,并评估鸡免疫细胞对大肠杆菌介导的宿主-病原体交流的吸收情况。从感染的鸡身上收集成虫,进行性别分类、清洗和体外培养。在不同时间点分离ev并对其进行表征。利用流式细胞术和共聚焦显微镜观察了dio染色的ev与寄生虫源性囊泡孵育4和24 h后对鸡肠上皮细胞、巨噬细胞、外周血单个核细胞和全血白细胞的摄取情况。在所有测试的细胞类型中,从4小时到24小时,ev摄取显著增加。培养24小时后收集的雌源性ev比雄源性ev吸收更高。然而,在40小时的时间点,男性电动汽车产生了更大的摄取,尽管与24小时的时间点相比,电动汽车的整体内化有所减少。吸收效率随EV收集时间和宿主细胞类型的不同而变化。这些发现表明,蠕虫的性别和培养时间都会影响EV的摄取,24小时是产生具有强大生物学功能的galli衍生EV的最佳体外培养时间。性别特异性差异突出了EV介导的宿主-病原体相互作用的潜在功能多样性,这需要在未来的研究中进行评估。
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引用次数: 0
Unveiling hidden parasite diversity: Long-read mitogenomics in Eimeriidae and Haemosporida (Eukaryota: Apicomplexa). 揭示隐藏的寄生虫多样性:艾虫科和血孢子虫的长读有丝分裂基因组学(真核生物:顶复合体)。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2025-12-29 DOI: 10.1016/j.ijpara.2025.104764
Peihang Hong, Sijia Yu, Hau-You Tzeng, Tzu-Chun Chou, Hsin-Yu Lin, Tung Yee Shiu, Yu-Hsuan Lin, Cheng-You Lu, Chao-Min Wang, Cheng-Hung Lai, Shyun Chou, Toshihiro Tokiwa

Mitochondrial genomes of apicomplexan parasites exhibit remarkable structural diversity, ranging from highly reduced linear molecules to circular-mapping concatemers, yet their full characterization has been hindered by technical limitations in resolving complex infections. This study establishes a novel integrated workflow combining one-step PCR amplification with Oxford Nanopore Technologies (ONT) to sequence complete mitochondrial genomes from Eimeriidae and Haemosporida parasites. Successful assembly of 29 high-quality mitogenomes (12 Eimeriidae, 17 Haemosporida) from 15 samples, demonstrating the method's sensitivity. Comparative analyses revealed cryptic mixed/co-infections in 11 samples that were undetectable by Sanger sequencing, highlighting ONT's superior resolution for uncovering true parasite diversity. Phylogenomic reconstruction using the largest Eimeriidae dataset to date confirmed the monophyly of passeriform Isospora and identified a basal position for a novel Caryospora lineage from Ptyas major. In Haemosporida, analysis of 202 mitogenomes revealed non-monophyletic familial relationships. Selection analyses indicated predominant purifying selection in mitochondrial protein-coding genes of Eimeriidae. Our findings underscore the utility of long-read mitogenomics in elucidating complex infection dynamics and provide a scalable framework for biodiversity surveys of understudied apicomplexans parasites, with implications for understanding their evolutionary ecology and host-parasite interactions.

顶复体寄生虫的线粒体基因组表现出显著的结构多样性,从高度还原的线性分子到圆形定位串联体,但它们的完整表征一直受到解决复杂感染的技术限制的阻碍。本研究建立了一种新的集成工作流程,将一步PCR扩增与牛津纳米孔技术(ONT)相结合,对艾蚊科和血孢子虫寄生虫的线粒体全基因组进行测序。从15份样品中成功组装了29个高质量的有丝分裂基因组(12个艾虫科,17个血孢子科),证明了该方法的敏感性。比较分析显示,在Sanger测序无法检测到的11个样本中存在隐性混合/共感染,突出了ONT在发现真正的寄生虫多样性方面的卓越分辨率。利用迄今为止最大的艾虫科数据集进行系统基因组重建,证实了passerform Isospora的单系性,并确定了来自Ptyas major的一个新的核孢子类谱系的基础位置。在血孢子虫中,对202个有丝分裂基因组的分析揭示了非单系的家族关系。选择分析表明,艾梅里亚科线粒体蛋白编码基因的纯化选择占优势。我们的研究结果强调了长读有丝分裂基因组学在阐明复杂感染动力学中的作用,并为未被充分研究的顶复体寄生虫的生物多样性调查提供了一个可扩展的框架,对理解它们的进化生态学和宿主-寄生虫相互作用具有重要意义。
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引用次数: 0
Development and validation of an explainable prediction model for schistosomiasis seropositivity: a population-based screening study in Hunan Province, China. 一种可解释的血吸虫病血清阳性预测模型的开发和验证:中国湖南省一项基于人群的筛查研究。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2025-12-27 DOI: 10.1016/j.ijpara.2025.104766
Yu Zhou, Ling Tang, Mao Zheng, Benjiao Hu, Yanfeng Gong, Liyun Zhu, Liang Shi, Lei Lin, Xinran Yang, Pin Long, Yue Chen, Qingwu Jiang, Yibiao Zhou

Early identification of people at risk of schistosomiasis infection is critical to interrupting disease transmission. We develop and validate an explainable machine learning prediction model that integrates demographic, behavioral, and environmental factors to identify these individuals. A total of 103,707 individuals were included to train and internally validate the model, and 16,574 individuals were used for external validation. The Random Forest (RF) model demonstrated the best discriminative performance among the five machine learning models evaluated. It accurately predicted schistosomiasis seropositivity in both internal validation (AUC = 0.943, F1 score = 0.809) and external validation (AUC = 0.897, F1 score = 0.770) and has been translated into a practical tool to support real-world application. Feature importance analysis indicated that the most significant predictors of schistosomiasis seropositivity included the presence of schistosomiasis symptoms, history of exposure to infected water, endemicity types of the village, gender, and village risk category. Furthermore, the SHapley Additive exPlanation (SHAP) method was employed to explain how these variables influence the prediction outcomes. This study provides a reference for early identification of high-risk populations and facilitates the translation of theoretical modeling studies into practical work applications.

早期发现有血吸虫病感染风险的人对于阻断疾病传播至关重要。我们开发并验证了一个可解释的机器学习预测模型,该模型集成了人口统计、行为和环境因素来识别这些个体。总共有103,707个人被用于训练和内部验证模型,16,574个人被用于外部验证。随机森林(RF)模型在评估的五种机器学习模型中表现出最好的判别性能。该方法在内部验证(AUC = 0.943, F1评分= 0.809)和外部验证(AUC = 0.897, F1评分= 0.770)中均能准确预测血吸虫病血清阳性,并已转化为支持实际应用的实用工具。特征重要性分析表明,血吸虫病血清阳性的最显著预测因子包括血吸虫病症状的存在、接触受感染水的历史、村庄的流行类型、性别和村庄风险类别。此外,采用SHapley加性解释(SHAP)方法来解释这些变量如何影响预测结果。本研究为早期识别高危人群提供了参考,促进了理论建模研究向实际工作应用的转化。
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引用次数: 0
Contrasting study designs reveal nuance in heterozygosity-parasite associations in the wild. 对比研究设计揭示了野生杂合子与寄生虫关联的细微差别。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2025-12-27 DOI: 10.1016/j.ijpara.2025.104763
Katherine E L Worsley-Tonks, Stacey L Lance, Vanessa O Ezenwa

Heterozygosity-fitness correlations (HFCs) are widely used to explore the effects of inbreeding in wild populations. However, the biological significance of HFCs has been the subject of intense debate, and it has been suggested that the magnitude and direction of these correlations may be context-dependent (e.g., vary with different host characteristics or environmental conditions). We tested this hypothesis in a free-ranging population of Grant's gazelles (Nanger granti). Specifically, we tested for associations between standardized multilocus heterozygosity (sMLH) and endoparasite infections, and examined how these relationships varied with animal age, sex and environmental context (e.g., seasonality). We did this using three approaches: a cross-sectional approach focusing on 103 individuals sampled at a single time point, a longitudinal approach focusing on 25 naturally infected individuals sampled over 12 months, and an experimental approach in which 15 individuals were cleared of their parasites and parasite re-accumulation was tracked over 12 months. We found that the presence of heterozygosity-parasite associations varied with study design and context. Cross-sectional patterns varied with environmental context, whereas the longitudinal analysis revealed trait-specific HFCs, and the experiment established a causal link between heterozygosity and parasitism. Overall, our longer-term study approaches indicated that higher levels of heterozygosity are associated with lower parasite burdens, underscoring the value of longitudinal and experimental approaches for detecting HFCs in wild populations.

杂合度-适合度相关(hfc)被广泛用于研究野生种群的近交效应。然而,氢氟碳化物的生物学意义一直是激烈辩论的主题,有人提出,这些相关性的大小和方向可能取决于环境(例如,因不同的宿主特征或环境条件而异)。我们在一个自由放养的格兰特瞪羚(Nanger granti)种群中测试了这一假设。具体来说,我们测试了标准化多位点杂合性(sMLH)与内寄生虫感染之间的关系,并研究了这些关系如何随动物年龄、性别和环境背景(如季节性)而变化。我们采用了三种方法:一种是在单个时间点对103个个体进行取样的横断面方法,一种是在12个月内对25个自然感染个体进行取样的纵向方法,另一种是在12个月内清除15个个体的寄生虫并跟踪寄生虫重新积累的实验方法。我们发现杂合性-寄生虫关联的存在因研究设计和环境而异。横断面模式随环境背景而变化,而纵向分析揭示了性状特异性氢氟碳化合物,并且实验建立了杂合性和寄生之间的因果关系。总体而言,我们的长期研究方法表明,较高水平的杂合性与较低的寄生虫负担相关,这强调了纵向和实验方法在检测野生种群中氢氟碳化物方面的价值。
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引用次数: 0
Mining natural history collections for molecular treasures: mitogenomes and nuclear ribosomal transcription units of proteocephalid tapeworms (Onchoproteocephalidea) via genome skimming. 从自然史收藏中挖掘分子宝藏:通过基因组扫描研究蛋白头绦虫(Onchoproteocephalidea)的有丝基因组和核糖体转录单位。
IF 3.2 2区 医学 Q1 PARASITOLOGY Pub Date : 2025-12-18 DOI: 10.1016/j.ijpara.2025.12.007
Philippe Vieira Alves, Reinaldo José da Silva, Daniel Janies, William Taylor, April Harris, Gari New, Denis Jacob Machado

The potential of natural history collections to address biological questions has been increasingly recognized with the advent of high-throughput sequencing (HTS) and museomics approaches. However, their use remains largely underexplored for most taxonomic groups. This is particularly true for proteocephalid cestodes (Onchoproteocephalidea I), for which extensive material is available in helminthological collections. Here, we subjected ethanol-preserved specimens deposited in two helminthological collections to HTS using a genome skimming approach. This allowed us to recover dozens of mitogenomes and nuclear ribosomal transcription units (rTUs) and to place them within a phylogenetic framework. We generated 88 complete or partial mitogenomes and rTUs. These samples correspond to 78 species in 43 genera from all continents except Antarctica, including parasites of fishes (86 %), snakes, monitor lizards, and the common opossum. Comparative analyses revealed highly conserved mitochondrial content and architecture, following the typical pattern recognized for proteocephalid cestodes. Phylogenetic reconstructions based on concatenated mitogenomes and rTUs datasets were largely concordant with the most comprehensive phylogenies published to date, with several informal clades also recognized in this study: the "Proteocephalus-aggregate", the "African fish clade", Clade K of the "cosmopolitan reptilian clade", and the "Neotropical fish superclade". However, improved resolution was obtained in the parsimony analyses for early-diverging lineages represented by Old World cestodes of the subfamilies Acanthotaeniinae and Gangesiinae. Also, we identified the MT-ND5 gene as the most informative under the parsimony criterion, whereas the most frequently sampled MT-CO1 proved far less phylogenetically informative. The data generated here provide a solid foundation for future multilocus phylogenetic and comparative studies of cestodes and highlight the value of genome skimming using decades-old archived samples. New avenues for exploring the evolutionary history of proteocephalid cestodes are discussed.

随着高通量测序(HTS)和博物馆组学方法的出现,自然历史藏品解决生物学问题的潜力日益得到认可。然而,对于大多数分类群体来说,它们的使用在很大程度上仍未得到充分的探索。对于蛋白头类cestodes (Onchoproteocephalidea I)来说尤其如此,在蠕虫学收集中可以获得大量的材料。在这里,我们使用基因组略读方法将存放在两个蠕虫标本中的乙醇保存标本放入高温超导中。这使我们能够恢复数十个有丝分裂基因组和核糖体转录单位(rtu),并将它们置于系统发育框架内。我们获得了88个完整或部分有丝分裂基因组和rtu。这些样本对应于除南极洲外所有大陆的43属78种,包括鱼类(86%)、蛇、巨蜥和常见负鼠的寄生虫。比较分析显示高度保守的线粒体含量和结构,遵循蛋白质头类动物的典型模式。基于串联有丝分裂基因组和rTUs数据集的系统发育重建与迄今为止发表的最全面的系统发育基本一致,本研究还发现了几个非正式的进化支:“Proteocephalus-aggregate”、“非洲鱼类进化支”、“世界爬行动物进化支”中的K支和“新热带鱼超级进化支”。然而,以棘带亚科和Gangesiinae亚科为代表的早期分化谱系的简约性分析得到了提高的分辨率。此外,我们确定MT-ND5基因在简约标准下信息量最大,而最频繁采样的MT-CO1基因在系统发育上的信息量要少得多。这里产生的数据为未来的多位点系统发育和比较研究提供了坚实的基础,并突出了使用几十年前的存档样本进行基因组浏览的价值。讨论了探索蛋白质头类动物进化史的新途径。
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引用次数: 0
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International journal for parasitology
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