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Parasitologia

Parasitologia is an international, peer-reviewed, open access journal on parasitology published bimonthly online by MDPI.

All Articles (201)

Clonorchis sinensis and Metagonimus spp. are prevalent parasites in Korea, and accurate diagnosis is essential because treatment dosages differ between infections. However, their eggs are morphologically similar under light microscopy, making differentiation difficult and dependent on examiner expertise. To address this limitation, we evaluated an artificial intelligence (AI)-based automated microscope solution for the simultaneous detection and discrimination of both parasites. Microscopic images from 170 stool samples were analyzed using an AI system based on You Only Look Once version 5. The annotated dataset comprised 9455 egg images (6494 C. sinensis and 2961 Metagonimus spp.), randomly divided at the slide/patient level into training (6862), validation (1301), and test (1292) sets. Diagnostic performance was evaluated using mean average precision, confusion matrix analysis, and correlation with conventional microscopy. The model achieved a classification accuracy of up to 97.8%. C. sinensis showed higher recall and F1 scores, whereas Metagonimus spp. showed higher precision and specificity. Species identification showed complete concordance with conventional microscopy, and egg quantification was strongly correlated. These results indicate that the proposed AI system may serve as a supportive diagnostic tool comparable to conventional microscopy.

28 January 2026

Workflow map for dataset generation, training, and validation.

Tick-borne diseases are rising across Europe, yet human-biting tick data from the central Balkans remain limited. We analysed ticks removed from patients seeking care after tick bites at centers in Skopje (North Macedonia) and Novi Sad (Serbia) between January 2022 and December 2024, recording species, developmental stage, month of removal, and anatomical attachment site. A total of 1641 ticks were collected (North Macedonia, n = 157; Serbia, n = 1484) and identified morphologically. Six tick species were detected in North Macedonia and eight in Serbia. Ixodes ricinus was dominant in both countries, comprising ~69% of ticks in North Macedonia and >90% in Serbia, while Hyalomma marginatum was found in North Macedonia. Adult females predominated among ticks in North Macedonia (75.8%), whereas nymphs were most frequent among ticks in Serbia (55.6%); between-center comparisons of developmental stage should be interpreted cautiously given the marked sampling imbalance. In both settings, collections peaked in May–June (~64% of annual ticks), indicating highest bite pressure in late spring/early summer. Attachment sites were most commonly the torso and lower extremities, with significant between-country differences and species-/stage-specific patterns most evident in Serbia. These data refine the epidemiology of human tick exposure in two Balkan countries and support targeted seasonal prevention messaging and strengthened regional surveillance.

19 January 2026

Geographic distribution of locations where tick infestation occurred in patients from North Macedonia and Serbia (2022–2024). Each point represents a probable tick infestation site reported by patients. Red bubble size indicates the number of ticks collected per site, and color intensity reflects relative abundance. The shape file for mapping at district and municipality levels is available at the GADM database of Global Administrative Areas (v4.1, https://gadm.org/, accessed on 22 July 2022). The map was generated using QGIS v3.12 [25].

Geographic Distance as a Driver of Tabanidae Community Structure in the Coastal Plain of Southern Brazil

  • Rodrigo Ferreira Krüger,
  • Helena Iris Leite de Lima Silva and
  • Tiago Kütter Krolow
  • + 4 authors

Horse flies (Tabanidae) negatively affect livestock by reducing productivity, compromising animal welfare, and serving as mechanical vectors of pathogens. However, the spatial processes shaping their community organization in southern Brazil’s Coastal Plain of Rio Grande do Sul (CPRS) remain poorly understood. To address this, we conducted standardized Malaise-trap surveys and combined them with historical–contemporary comparisons to examine distance–decay patterns in community composition. We evaluated both abundance-based (Bray–Curtis) and presence–absence (Jaccard) dissimilarities using candidate models. Across sites, Tabanus triangulum emerged as the dominant species. Dissimilarity in community structure increased monotonically with geographic distance, with no evidence of abrupt thresholds. The square-root model provided the best fit for abundance-based data, whereas a linear model best described presence–absence patterns, reflecting dispersal limitation and environmental filtering across a heterogeneous coastal landscape. Sites within riparian forests and conservation units displayed higher diversity, emphasizing the ecological role of protected habitats and the importance of maintaining connected corridors. Collectively, these findings establish a process-based framework for surveillance and landscape management strategies to mitigate vector, host contact. Future directions include integrating remote sensing and host distribution, applying predictive validation across temporal scales.

13 January 2026

Geographic location of the study area in the Coastal Plain of Rio Grande do Sul (CPRS), southern Brazil. Left panel: Position of the state of Rio Grande do Sul (outlined in green) within Brazil and South America. Right panel: Sampling sites (black dots) distributed along the CPRS (shaded in white), encompassing a gradient of protected and unprotected environments.

Entomopathogenic fungi are promising alternatives to synthetic insecticides for the control of vector species, notably the arbovirus vector, Aedes aegypti. The influence of intrinsic mosquito midgut microbiota on host susceptibility to fungal infection and subsequent physiological processes remains poorly understood. Here we treated female Ae. aegypti with the broad-spectrum antibiotic carbenicillin to reduce gut bacterial populations, then exposed them to Metarhizium anisopliae conidia. Female Ae. aegypti offered carbenicillin and then sprayed with fungi had significantly lower survival rates (38.9% ± 1.15) compared to non-antibiotic-treated mosquitoes sprayed with fungus (68.9% ± 0.58). To monitor the kinetics of microbial community recovery, mosquitoes were challenged with conidia at 0, 3, 6, and 9 days following antibiotic removal from the diet. Reduced survival persisted through the 6-day period (survival rates 37.8% to 45.6%), with a significant increase in survival observed 9 days post-antibiotic removal (58.9% vs. control 63.3%), which coincided with recovery of gut bacterial populations. Additionally, antibiotic and fungal treatments reduced egg production, larval eclosion, and pupal formation. These results demonstrate that gut bacteria contribute to mosquito defense against fungal pathogens and support normal reproductive and developmental functions. Understanding the interplay between gut microbiota and entomopathogenic fungi may enhance biological control approaches.

4 January 2026

Timeline for experiments carried out to observe mosquito survival following infection of insects previously offered antibiotics in the diet.

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Parasitologia - ISSN 2673-6772