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1.
Malar J ; 23(1): 294, 2024 Oct 02.
Artículo en Inglés | MEDLINE | ID: mdl-39358742

RESUMEN

BACKGROUND: Avian malaria is caused by diverse parasite species of the genus Plasmodium, and it affects various bird species. The occurrence of this disease in some wild bird species is sparsely documented due to the scarce availability of samples. Hence the pathogenicity in some hosts is not completely known. In addition, feral birds may act as reservoirs bridging the transmission cycle from wild migratory birds to domestic and zoo-kept bird species. CASE PRESENTATION: An owner of pigeons adopted a feral pigeon (Columba livia forma domestica) and housed it together with his other pet-pigeons. The bird died unexpectedly a few weeks after a surgical procedure and necropsy revealed a severely anaemic carcass, with pale organs and hydropericardium. Histopathologic analysis revealed inflammatory infiltrates in the lung and liver, and monocytes and Kupffer cells contained haemozoin pigment indicative of phagocytosis of Plasmodium-infected erythrocytes. A high erythrocytic infection rate of 18% was evident in tissues and blood vessels in various organs. Furthermore, the thyroid had masses classified as thyroid carcinomas. Immunohistochemistry with anti- Plasmodium falciparum HSP70 antibody revealed positive signals in erythrocytes and intravascular leucocytes. Further microscopy analysis using a Hemacolor-stained impression smear revealed a high parasitaemia with an asynchronous infection showing all erythrocytic stages. Molecular diagnosis by PCR identified Plasmodium relictum, lineage GRW11 as the aetiological agent. The bird presented died most likely due to an acute infection as evidenced by the high blood parasitaemia, leading to major erythrocyte destruction. Further analyses of feral pigeons (n = 22) did not reveal any additional cases of Plasmodium infections. CONCLUSION: This study reports the first mortality associated with P. relictum lineage GRW11. The study supports previous studies, suggesting that Plasmodium infections are not frequent in pigeons. Host conditions like immunosuppression due to the tumour may have influenced the infection outcome in this fatal case. Use of anti-P. falciparum HSP70 antibody for detection of P. relictum antigens for immune assays in blood and tissue samples will be a useful tool for future studies.


Asunto(s)
Columbidae , Malaria Aviar , Plasmodium , Animales , Columbidae/parasitología , Malaria Aviar/parasitología , Malaria Aviar/diagnóstico , Plasmodium/aislamiento & purificación , Plasmodium/clasificación , Masculino , Resultado Fatal , Mascotas/parasitología , Enfermedades de las Aves/parasitología , Enfermedades de las Aves/patología
2.
Parasit Vectors ; 17(1): 384, 2024 Sep 11.
Artículo en Inglés | MEDLINE | ID: mdl-39261971

RESUMEN

BACKGROUND: Malaria is the parasitic disease with the highest morbimortality worldwide. The World Health Organization (WHO) estimates that there were approximately 249 million cases in 2022, of which 3.4% were in Angola. Diagnosis is based on parasite identification by microscopy examination, antigen detection, and/or molecular tests, such as polymerase chain reaction (PCR). This study aimed to evaluate the usefulness of real-time PCR as a diagnostic method for malaria in an endemic area (Cubal, Angola). METHODS: A cross-sectional study was carried out at the Hospital Nossa Senhora da Paz in Cubal, Angola, including 200 patients who consulted for febrile syndrome between May and July 2022. From each patient, a capillary blood sample was obtained by finger prick for malaria field diagnosis [microscopy and rapid diagnostic test (RDT)] and venous blood sample for real-time PCR performed at the Hospital Universitario Vall d'Hebron in Barcelona, Spain. Any participant with a positive result from at least one of these three methods was diagnosed with malaria. RESULTS: Of the 200 participants included, 54% were female and the median age was 7 years. Malaria was diagnosed by at least one of the three techniques (microscopy, RDT, and/or real-time PCR) in 58% of the participants, with RDT having the highest percentage of positivity (49%), followed by real-time PCR (39.5%) and microscopy (33.5%). Of the 61 discordant samples, 4 were only positive by microscopy, 13 by real-time PCR, and 26 by RDT. Plasmodium falciparum was the most frequent species detected (90.63%), followed by P. malariae (17.19%) and P. ovale (9.38%). Coinfections were detected in ten participants (15.63%): six (60%) were caused by P. falciparum and P. malariae, three (30%) by P. falciparum and P. ovale, and one (10%) triple infection with these three species. In addition, it was observed that P. falciparum and P. malariae coinfection significantly increased the parasite density of the latter. CONCLUSIONS: RDT was the technique with the highest positivity rate, followed by real-time PCR and microscopy. The results of the real-time PCR may have been underestimated due to suboptimal storage conditions during the transportation of the DNA eluates. However, real-time PCR techniques have an important role in the surveillance of circulating Plasmodium species, given the epidemiological importance of the increase in non-falciparum species in the country, and can provide an estimate of the intensity of infection.


Asunto(s)
Fiebre , Malaria , Plasmodium , Reacción en Cadena en Tiempo Real de la Polimerasa , Humanos , Angola/epidemiología , Femenino , Reacción en Cadena en Tiempo Real de la Polimerasa/métodos , Masculino , Estudios Transversales , Malaria/diagnóstico , Malaria/parasitología , Malaria/epidemiología , Niño , Fiebre/parasitología , Preescolar , Plasmodium/aislamiento & purificación , Plasmodium/genética , Plasmodium/clasificación , Adolescente , Adulto , Microscopía/métodos , Adulto Joven , Lactante , Sensibilidad y Especificidad , Persona de Mediana Edad , Plasmodium falciparum/genética , Plasmodium falciparum/aislamiento & purificación , Pruebas Diagnósticas de Rutina/métodos
4.
Nat Commun ; 15(1): 7206, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39174515

RESUMEN

Apical membrane antigen-1 (AMA1) is a conserved malarial vaccine candidate essential for the formation of tight junctions with the rhoptry neck protein (RON) complex, enabling Plasmodium parasites to invade human erythrocytes, hepatocytes, and mosquito salivary glands. Despite its critical role, extensive surface polymorphisms in AMA1 have led to strain-specific protection, limiting the success of AMA1-based interventions beyond initial clinical trials. Here, we identify an i-body, a humanised single-domain antibody-like molecule that recognises a conserved pan-species conformational epitope in AMA1 with low nanomolar affinity and inhibits the binding of the RON2 ligand to AMA1. Structural characterisation indicates that the WD34 i-body epitope spans the centre of the conserved hydrophobic cleft in AMA1, where interacting residues are highly conserved among all Plasmodium species. Furthermore, we show that WD34 inhibits merozoite invasion of erythrocytes by multiple Plasmodium species and hepatocyte invasion by P. falciparum sporozoites. Despite a short half-life in mouse serum, we demonstrate that WD34 transiently suppressed P. berghei infections in female BALB/c mice. Our work describes the first pan-species AMA1 biologic with inhibitory activity against multiple life-cycle stages of Plasmodium. With improved pharmacokinetic characteristics, WD34 could be a potential immunotherapy against multiple species of Plasmodium.


Asunto(s)
Antígenos de Protozoos , Eritrocitos , Hígado , Proteínas de la Membrana , Ratones Endogámicos BALB C , Proteínas Protozoarias , Animales , Proteínas Protozoarias/inmunología , Proteínas Protozoarias/metabolismo , Proteínas Protozoarias/genética , Antígenos de Protozoos/inmunología , Antígenos de Protozoos/metabolismo , Femenino , Proteínas de la Membrana/inmunología , Proteínas de la Membrana/metabolismo , Ratones , Humanos , Eritrocitos/parasitología , Eritrocitos/inmunología , Hígado/parasitología , Hígado/inmunología , Hígado/metabolismo , Vacunas contra la Malaria/inmunología , Malaria/inmunología , Malaria/parasitología , Malaria/prevención & control , Reacciones Cruzadas/inmunología , Plasmodium falciparum/inmunología , Plasmodium berghei/inmunología , Epítopos/inmunología , Hepatocitos/parasitología , Hepatocitos/inmunología , Hepatocitos/metabolismo , Plasmodium/inmunología , Merozoítos/inmunología , Merozoítos/metabolismo
5.
PLoS Pathog ; 20(8): e1012052, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39102421

RESUMEN

Avian malaria is expanding upslope with warmer temperatures and driving multiple species of Hawaiian birds towards extinction. Methods to reduce malaria transmission are urgently needed to prevent further declines. Releasing Wolbachia-infected incompatible male mosquitoes could suppress mosquito populations and releasing Wolbachia-infected female mosquitoes (or both sexes) could reduce pathogen transmission if the Wolbachia strain reduced vector competence. We cleared Culex quinquefasciatus of their natural Wolbachia pipientis wPip infection and transinfected them with Wolbachia wAlbB isolated from Aedes albopictus. We show that wAlbB infection was transmitted transovarially, and demonstrate cytoplasmic incompatibility with wild-type mosquitoes infected with wPip from Oahu and Maui, Hawaii. We measured vector competence for avian malaria, Plasmodium relictum, lineage GRW4, of seven mosquito lines (two with wAlbB; three with natural wPip infection, and two cleared of Wolbachia infection) by allowing them to feed on canaries infected with recently collected field isolates of Hawaiian P. relictum. We tested 73 groups (Ntotal = 1176) of mosquitoes for P. relictum infection in abdomens and thoraxes 6-14 days after feeding on a range of parasitemias from 0.028% to 2.49%, as well as a smaller subset of salivary glands. We found no measurable effect of Wolbachia on any endpoint, but strong effects of parasitemia, days post feeding, and mosquito strain on both abdomen and thorax infection prevalence. These results suggest that releasing male wAlbB-infected C. quinquefasciatus mosquitoes could suppress wPip-infected mosquito populations, but would have little positive or negative impact on mosquito vector competence for P. relictum if wAlbB became established in local mosquito populations. More broadly, the lack of Wolbachia effects on vector competence we observed highlights the variable impacts of both native and transinfected Wolbachia infections in mosquitoes.


Asunto(s)
Culex , Malaria Aviar , Mosquitos Vectores , Plasmodium , Wolbachia , Animales , Femenino , Masculino , Aedes/microbiología , Culex/microbiología , Culex/parasitología , Hawaii , Malaria Aviar/transmisión , Mosquitos Vectores/microbiología , Mosquitos Vectores/parasitología , Wolbachia/fisiología
6.
Infect Genet Evol ; 123: 105650, 2024 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-39089500

RESUMEN

Despite the critical role of the Anopheles innate immune system in defending against Plasmodium infection, there is still limited information about the key immune mechanisms in Anopheles. This review assesses recent findings on the expression characteristics of immune-related genes in Anopheles following exposure to Plasmodium. A literature review, unrestricted by publication date, was conducted to evaluate immune-related gene expression in different organs of Anopheles after Plasmodium infection. Mosquito immune responses in the midgut are essential for reducing parasite populations. Additionally, innate immune responses in the salivary glands and hemocytes circulating in the hemocoel play key roles in defense against the parasite. Transcriptomic analysis of the mosquito's innate immune response to Plasmodium infection provides valuable insights into key immune mechanisms in mosquito defense. A deeper understanding of immune mechanisms in different organs of Anopheles following Plasmodium infection will aid in discovering critical targets for designing novel control strategies.


Asunto(s)
Anopheles , Inmunidad Innata , Malaria , Plasmodium , Animales , Anopheles/parasitología , Anopheles/genética , Anopheles/inmunología , Malaria/inmunología , Malaria/parasitología , Plasmodium/inmunología , Plasmodium/genética , Perfilación de la Expresión Génica , Mosquitos Vectores/parasitología , Mosquitos Vectores/genética , Mosquitos Vectores/inmunología , Interacciones Huésped-Parásitos/inmunología , Transcriptoma
7.
Tunis Med ; 102(8): 491-495, 2024 Aug 05.
Artículo en Francés | MEDLINE | ID: mdl-39129577

RESUMEN

INTRODUCTION: According to the World Health Organization, Microscopy is the gold standard for diagnosing malaria. However, the performance of this examination depends on the experience of the microscopist and the level of parasitemia. Thus, molecular biology detection of malaria could be an alternative technique. AIM: evaluate the contribution of molecular biology in detecting imported malaria. METHODS: This was a descriptive, prospective study, including all students, from the Monastir region, and foreigners, from countries endemic to malaria. The study period was from September 2020 to April 2021. Each subject was screened for malaria by three methods: direct microscopic detection of Plasmodium, detection of plasmodial antigens, and detection of plasmodial DNA by nested PCR. RESULTS: Among the 127 subjects screened, only one had a positive microscopic examination for Plasmodium falciparum. Among the 126 subjects with a negative microscopic examination, twelve students had a positive nested PCR result, i.e. 9.5%. Molecular sequencing allowed the identification of ten isolates of Plasmodium falciparum, one Plasmodium malariae and one Plasmodium ovale. Our study showed that the results of nested PCR agreed with those of microscopy in 90.6% of cases. CONCLUSION: Nested PCR seems more sensitive for the detection of low parasitemias. Hence the importance of including molecular biology as a malaria screening tool to ensure better detection of imported cases.


Asunto(s)
Malaria , Reacción en Cadena de la Polimerasa , Humanos , Reacción en Cadena de la Polimerasa/métodos , Malaria/diagnóstico , Estudios Prospectivos , Femenino , Masculino , Adulto Joven , Adulto , Tamizaje Masivo/métodos , Tamizaje Masivo/normas , Plasmodium falciparum/aislamiento & purificación , Plasmodium falciparum/genética , Microscopía/métodos , Biología Molecular/métodos , Adolescente , Parasitemia/diagnóstico , Enfermedades Transmisibles Importadas/diagnóstico , Enfermedades Transmisibles Importadas/epidemiología , Enfermedades Transmisibles Importadas/parasitología , Túnez/epidemiología , Sensibilidad y Especificidad , ADN Protozoario/análisis , Plasmodium/aislamiento & purificación , Plasmodium/genética , Plasmodium malariae/aislamiento & purificación , Plasmodium malariae/genética
8.
J Microbiol Methods ; 225: 107022, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39173888

RESUMEN

Malaria is a deadly disease of significant concern for the international community. It is an infectious disease caused by a Plasmodium spp. parasite and transmitted by the bite of an infected female Anopheles mosquito. The parasite multiplies in the liver and then destroys the person's red blood cells until it reaches the severe stage, leading to death. The most used tools for diagnosing this disease are the microscope and the rapid diagnostic test (RDT), which have limitations preventing control of the disease. Computer vision technologies present alternatives by providing the means for early detection of this disease before it reaches the severe stage, facilitating treatment and saving patients. In this article, we suggest deep learning methods for earlier and more accurate detection of malaria parasites with high generalization capabilities using microscopic images of blood smears from many heterogeneous patients. These techniques are based on an image preprocessing method that mitigates some of the challenges associated with the variety of red cell characteristics due to patient diversity and other artifacts present in the data. For the study, we collected 65,970 microscopic images from 876 different patients to form a dataset of 33,007 images with a variety that enables us to create models with a high level of generalization. Three types of convolutional neural networks were used, namely Convolutional Neural Network (CNN), DenseNet, and LeNet-5, and the highest classification accuracy on the test data was 97.50% found with the DenseNet model.


Asunto(s)
Aprendizaje Profundo , Procesamiento de Imagen Asistido por Computador , Malaria , Humanos , Malaria/diagnóstico , Malaria/parasitología , Procesamiento de Imagen Asistido por Computador/métodos , Microscopía/métodos , Plasmodium/aislamiento & purificación , Plasmodium/clasificación , Eritrocitos/parasitología , Animales , Redes Neurales de la Computación
9.
Eur J Med Chem ; 277: 116776, 2024 Nov 05.
Artículo en Inglés | MEDLINE | ID: mdl-39173285

RESUMEN

Malaria remains a significant global health challenge due to the growing drug resistance of Plasmodium parasites and the failure to block transmission within human host. While machine learning (ML) and deep learning (DL) methods have shown promise in accelerating antimalarial drug discovery, the performance of deep learning models based on molecular graph and other co-representation approaches warrants further exploration. Current research has overlooked mutant strains of the malaria parasite with varying degrees of sensitivity or resistance, and has not covered the prediction of inhibitory activities across the three major life cycle stages (liver, asexual blood, and gametocyte) within the human host, which is crucial for both treatment and transmission blocking. In this study, we manually curated a benchmark antimalarial activity dataset comprising 407,404 unique compounds and 410,654 bioactivity data points across ten Plasmodium phenotypes and three stages. The performance was systematically compared among two fingerprint-based ML models (RF::Morgan and XGBoost:Morgan), four graph-based DL models (GCN, GAT, MPNN, and Attentive FP), and three co-representations DL models (FP-GNN, HiGNN, and FG-BERT), which reveal that: 1) The FP-GNN model achieved the best predictive performance, outperforming the other methods in distinguishing active and inactive compounds across balanced, more positive, and more negative datasets, with an overall AUROC of 0.900; 2) Fingerprint-based ML models outperformed graph-based DL models on large datasets (>1000 compounds), but the three co-representations DL models were able to incorporate domain-specific chemical knowledge to bridge this gap, achieving better predictive performance. These findings provide valuable guidance for selecting appropriate ML and DL methods for antimalarial activity prediction tasks. The interpretability analysis of the FP-GNN model revealed its ability to accurately capture the key structural features responsible for the liver- and blood-stage activities of the known antimalarial drug atovaquone. Finally, we developed a web server, MalariaFlow, incorporating these high-quality models for antimalarial activity prediction, virtual screening, and similarity search, successfully predicting novel triple-stage antimalarial hits validated through experimental testing, demonstrating its effectiveness and value in discovering potential multistage antimalarial drug candidates.


Asunto(s)
Antimaláricos , Aprendizaje Profundo , Descubrimiento de Drogas , Antimaláricos/farmacología , Antimaláricos/química , Humanos , Plasmodium/efectos de los fármacos , Fenotipo , Malaria/tratamiento farmacológico , Estructura Molecular , Pruebas de Sensibilidad Parasitaria
10.
Curr Top Membr ; 93: 27-49, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39181577

RESUMEN

Malaria remains a major global threat, representing a severe public health problem worldwide. Annually, it is responsible for a high rate of morbidity and mortality in many tropical developing countries where the disease is endemic. The causative agent of malaria, Plasmodium spp., exhibits a complex life cycle, alternating between an invertebrate vector, which transmits the disease, and the vertebrate host. The disease pathology observed in the vertebrate host is attributed to the asexual development of Plasmodium spp. inside the erythrocyte. Once inside the red blood cell, malaria parasites cause extensive changes in the host cell, increasing membrane rigidity and altering its normal discoid shape. Additionally, during their intraerythrocytic development, malaria parasites incorporate and degrade up to 70 % of host cell hemoglobin. This mechanism is essential for parasite development and represents an important drug target. Blocking the steps related to hemoglobin endocytosis or degradation impairs parasite development and can lead to its death. The ultrastructural analysis of hemoglobin endocytosis on Plasmodium spp. has been broadly explored along the years. However, it is only recently that the proteins involved in this process have started to emerge. Here, we will review the most important features related to hemoglobin endocytosis and catabolism on malaria parasites. A special focus will be given to the recent analysis obtained through 3D visualization approaches and to the molecules involved in these mechanisms.


Asunto(s)
Endocitosis , Malaria , Plasmodium , Animales , Humanos , Malaria/parasitología , Malaria/metabolismo , Plasmodium/metabolismo , Plasmodium/fisiología , Eritrocitos/parasitología , Eritrocitos/metabolismo , Membrana Celular/metabolismo , Hemoglobinas/metabolismo
11.
Oecologia ; 205(3-4): 681-689, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39102022

RESUMEN

Parasites comprise a substantial portion of global biodiversity and play critical roles in shaping ecosystems by modulating trophic networks and affecting their hosts' abundance and distribution. The dynamics of host migration introduce new complexity to these relationships. From the host perspective, migratory behavior can either act as a defense mechanism or augment exposure to a broader spectrum of pathogens. Conversely, for parasites, host migration represents a mechanism for their dispersion and an opportunity to infect new host species. This study investigates the complex interplay between migration and parasite-host interactions, focusing on the interaction between hosts and avian malaria and malaria-like parasites in the Brazilian Atlantic Rain Forest. We captured 1466 birds representing 70 different species, uncovering 322 infections with Plasmodium/Haemoproteus parasites. We observed variations in migration timing and fluctuations in host abundance across months. By comparing the observed patterns of interaction of migratory and non-migratory birds to patterns of interaction expected at random, we show that migration affects the roles hosts take in the parasite-host network. Interestingly, despite the fact migratory species hosted more exclusive and distinct parasites, migrants did not occupy central network positions, which are mostly occupied by resident birds. Overall, we highlight the role of resident birds as a key species within parasite-host communities and the high specialization among avian haemosporidians and their hosts.


Asunto(s)
Migración Animal , Aves , Interacciones Huésped-Parásitos , Animales , Brasil , Ecosistema , Plasmodium/fisiología
12.
Sci Rep ; 14(1): 18162, 2024 08 06.
Artículo en Inglés | MEDLINE | ID: mdl-39107355

RESUMEN

Malaria has complex interactions with host physiology, including alterations in cortisol levels. Cortisol, a key hormone in the stress response, is known to be dysregulated in various infectious diseases. This systematic review and meta-analysis aimed to elucidate the relationship between Plasmodium infection and cortisol levels, shedding light on the intricate interplay between the parasite and the host's endocrine system. The methodological protocol for assessing cortisol levels in malaria patients was registered in PROSPERO (CRD42024496578), a widely recognized international prospective register of systematic reviews. This registration ensures transparency and minimizes the risk of bias in our research. A comprehensive search strategy was employed across major databases, including Embase, PubMed, Scopus, and Medline, to include studies that reported cortisol levels in infected patients. The qualitative synthesis was undertaken to synthesize the difference in cortisol levels between malaria-infected and uninfected individuals. The meta-analysis employed the random effects model in the quantitative synthesis to calculate the effect estimate. The review included a total of 20 studies, with a substantial number conducted in Africa, followed by Asia and South America. Most included studies (13/20, 65%) reported higher cortisol levels in infected patients than in uninfected patients. The meta-analysis confirmed significantly higher cortisol levels in infected patients compared to uninfected individuals (P < 0.0001, standardized mean difference (SMD): 1.354, 95% confidence interval: 0.913 to 1.795, I2: 88.3%, across 15 studies). Notably, the method for cortisol measurement and the type of blood sample used (serum or plasma) were significant moderators in the analysis, indicating that these factors may influence the observed relationship between Plasmodium infection and cortisol levels. The systematic review and meta-analysis confirmed that Plasmodium infection is associated with increased cortisol levels, highlighting the intricate relationship between the disease and the host stress response. These findings underscore the potential of cortisol as a supplementary biomarker for understanding the pathophysiological impact of malaria. By providing insights into the stress-related mechanisms of malaria, this comprehensive understanding can inform future research and potentially enhance disease management and treatment strategies, particularly in regions heavily burdened by malaria.


Asunto(s)
Hidrocortisona , Malaria , Hidrocortisona/sangre , Hidrocortisona/metabolismo , Humanos , Malaria/sangre , Malaria/metabolismo , Malaria/parasitología , Plasmodium
13.
PLoS Comput Biol ; 20(8): e1012327, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39102445

RESUMEN

Plasmodium parasites cause Malaria disease, which remains a significant threat to global health, affecting 200 million people and causing 400,000 deaths yearly. Plasmodium falciparum and Plasmodium vivax remain the two main malaria species affecting humans. Identifying the malaria disease in blood smears requires years of expertise, even for highly trained specialists. Literature studies have been coping with the automatic identification and classification of malaria. However, several points must be addressed and investigated so these automatic methods can be used clinically in a Computer-aided Diagnosis (CAD) scenario. In this work, we assess the transfer learning approach by using well-known pre-trained deep learning architectures. We considered a database with 6222 Region of Interest (ROI), of which 6002 are from the Broad Bioimage Benchmark Collection (BBBC), and 220 were acquired locally by us at Fundação Oswaldo Cruz (FIOCRUZ) in Porto Velho Velho, Rondônia-Brazil, which is part of the legal Amazon. We exhaustively cross-validated the dataset using 100 distinct partitions with 80% train and 20% test for each considering circular ROIs (rough segmentation). Our experimental results show that DenseNet201 has a potential to identify Plasmodium parasites in ROIs (infected or uninfected) of microscopic images, achieving 99.41% AUC with a fast processing time. We further validated our results, showing that DenseNet201 was significantly better (99% confidence interval) than the other networks considered in the experiment. Our results support claiming that transfer learning with texture features potentially differentiates subjects with malaria, spotting those with Plasmodium even in Leukocytes images, which is a challenge. In Future work, we intend scale our approach by adding more data and developing a friendly user interface for CAD use. We aim at aiding the worldwide population and our local natives living nearby the legal Amazon's rivers.


Asunto(s)
Microscopía , Humanos , Microscopía/métodos , Plasmodium falciparum/patogenicidad , Plasmodium vivax , Biología Computacional/métodos , Malaria/parasitología , Plasmodium , Aprendizaje Profundo , Bases de Datos Factuales , Procesamiento de Imagen Asistido por Computador/métodos , Malaria Falciparum/parasitología , Diagnóstico por Computador/métodos
14.
Malar J ; 23(1): 260, 2024 Aug 29.
Artículo en Inglés | MEDLINE | ID: mdl-39210339

RESUMEN

BACKGROUND: The globally transmitted avian malaria parasite Plasmodium relictum (lineage SGS1) has been found to infect hundreds of different bird species with differences in infection outcomes ranging from more or less latent to potentially mortal. However, to date basic knowledge about the links between genetic differentiation and variation in infection outcome within this single malaria parasite species is lacking. METHODS: In this study, two different isolates of SGS1, obtained in the wild from two different host species, were used to investigate differences in their development in the blood and virulence in the experimentally infected canaries. Simultaneously, 258 kb of the parasite genome was screened for genetic differences using parasite mRNA and compared between experimental groups. RESULTS: The two isolates showed differences in development and caused mortality as well as effects on the blood parameters of their hosts. Although previous studies using single genes have shown very limited within lineage genetic diversity in the European population of SGS1, 226 SNPs were found across 322 genes, which separated the two experimental groups with a total of 23 SNPs that were fixed in either of the experimental groups. Moreover, genetic variation was found within each experimental group, hinting that each avian malaria infection harbours standing genetic variation that might be selected during each individual infection episode. CONCLUSION: These results highlight extensive genetic variation within the SGS1 population that is transferred into individual infections, thus adding to the complexity of the infection dynamics seen in these host-parasite interactions. Simultaneously, the results open up the possibility of understanding how genetic variation within the parasite populations is linked to the commonly observed differences in infection outcomes, both in experimental settings and in the wild.


Asunto(s)
Variación Genética , Malaria Aviar , Plasmodium , Animales , Malaria Aviar/parasitología , Plasmodium/genética , Canarios/parasitología , Canarios/genética , Genoma de Protozoos , Virulencia/genética , Polimorfismo de Nucleótido Simple
15.
Sci Rep ; 14(1): 20165, 2024 08 30.
Artículo en Inglés | MEDLINE | ID: mdl-39215071

RESUMEN

Robust diagnostic tools and surveillance are crucial for malaria control and elimination efforts. Malaria caused by neglected Plasmodium parasites is often underestimated due to the lack of rapid diagnostic tools that can accurately detect these species. While nucleic-acid amplification technologies stand out as the most sensitive methods for detecting and confirming Plasmodium species, their implementation in resource-constrained settings poses significant challenges. Here, we present a Pan Plasmodium recombinase polymerase amplification lateral flow (RPA-LF) assay, capable of detecting all six human infecting Plasmodium species in low resource settings. The Pan Plasmodium RPA-LF assay successfully detected low density clinical infections with a preliminary limit of detection between 10-100 fg/µl for P. falciparum. When combined with crude nucleic acid extraction, the assay can serve as a point-of-need tool for molecular xenomonitoring. This utility was demonstrated by screening laboratory-reared Anopheles stephensi mosquitoes fed with Plasmodium-infected blood, as well as field samples of An. funestus s.l. and An. gambiae s.l. collected from central Africa. Overall, our proof-of-concept Pan Plasmodium diagnostic tool has the potential to be applied for clinical and xenomonitoring field surveillance, and after further evaluation, could become an essential tool to assist malaria control and elimination.


Asunto(s)
Anopheles , Malaria , Mosquitos Vectores , Técnicas de Amplificación de Ácido Nucleico , Plasmodium , Humanos , Animales , Anopheles/parasitología , Plasmodium/genética , Plasmodium/aislamiento & purificación , Técnicas de Amplificación de Ácido Nucleico/métodos , Malaria/diagnóstico , Malaria/parasitología , Mosquitos Vectores/parasitología , Recombinasas/metabolismo , Recombinasas/genética , Plasmodium falciparum/genética , Plasmodium falciparum/aislamiento & purificación
16.
Acta Trop ; 258: 107350, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-39134111

RESUMEN

Malaria and babesiosis are global health threats affecting humans, wildlife, and domestic animals, particularly in Africa, the Americas, and Europe. Malaria can lead to severe outcomes, while babesiosis usually resembles a mild illness but can be severe and fatal in individuals with weakened immune systems. Swift, accurate detection of these parasites is crucial for treatment and control. We evaluated a real-time PCR assay for diagnosing five Plasmodium and three Babesia species from blood samples, assessing its sensitivity, specificity, and analytical performance by analyzing 46 malaria-positive and 32 Babesia spp-positive samples diagnosed through microscopy. The limit of detection for Plasmodium species ranged from 30 to 0.0003 copies/µL. For mixed infections, it was 0.3 copies/µL for P. falciparum/P. vivax and 3 copies/µL for P. malariae/P. knowlesi. Babesia species had a detection limit of 0.2 copies/µL. No cross-reactivity was observed among 64 DNA samples from various microorganisms. The assay showed good sensitivity, detecting Plasmodium and Babesia species with 100 % accuracy overall, except for P. falciparum (97.7 %) and B. microti (12.5 %). The low sensitivity of detecting B. microti was attributed to limitations in microscopy for species identification. This technique heavily relies on the proficiency of the examiner, as species within the genus cannot be distinguished under a microscope. Additionally, Babesia can be confused with the early trophozoite stage (ring forms) of Plasmodium parasites. The findings support multiplex qPCR's diagnostic superiority over the gold standard, despite higher costs. It offers enhanced sensitivity, specificity, and detects mixed infections, crucial for effective monitoring and diagnosis of malaria and babesiosis in endemic regions with significant public health challenges.


Asunto(s)
Babesia , Babesiosis , ADN Protozoario , Malaria , Plasmodium , Reacción en Cadena en Tiempo Real de la Polimerasa , Sensibilidad y Especificidad , Reacción en Cadena en Tiempo Real de la Polimerasa/métodos , Babesia/genética , Babesia/aislamiento & purificación , Babesia/clasificación , Plasmodium/aislamiento & purificación , Plasmodium/genética , Plasmodium/clasificación , Humanos , Malaria/diagnóstico , Malaria/parasitología , Babesiosis/diagnóstico , Babesiosis/parasitología , Babesiosis/sangre , ADN Protozoario/genética , ADN Protozoario/sangre
17.
Parasitol Res ; 123(8): 308, 2024 Aug 22.
Artículo en Inglés | MEDLINE | ID: mdl-39172181

RESUMEN

Malaria has a historical presence in the Dakshina Kannada (D.K.) and Udupi districts of Karnataka, India. To understand the potential involvement of anopheline fauna in malaria transmission, we conducted an exploratory entomological survey. The study is crucial given the decreasing malaria incidence in these districts in recent years. From September 2022 to August 2023, we collected indoor resting mosquitoes using a manual aspirator at 27 randomly chosen sites within three distinct resting habitats (human dwellings, cattle sheds, and construction sites) in the urban areas of Udupi and Dakshina Kannada districts. Mosquitoes were morphologically identified, and anopheline specimens were tested for the presence of malarial parasite by polymerase chain reaction (PCR) analysis. We collected a total of 1810 mosquitoes, comprising 21 species distributed across five genera. Culex emerged as the predominant genus, constituting 84.4% of the collected specimens, while Anopheles accounted for 5.4%. Among the observed species, Culex quinquefasciatus was predominant, comprising 77.9% of the mosquito specimens collected in this study. Two malaria vectors, An. stephensi and An. subpictus complex, constituted 16.3% and 1.0% of the total anophelines collected, respectively. None of the 96 female anophelines was tested positive for Plasmodium infection. Our findings suggest that Anopheles mosquitoes prefer resting in cattle sheds over human dwellings. While our study identified two malaria vectors, they were present at low densities. To gain a more comprehensive understanding of the dynamics of these vector mosquitoes, it is essential to conduct long-term surveillance to monitor their prevalence and role in malaria transmission.


Asunto(s)
Anopheles , Ecosistema , Malaria , Mosquitos Vectores , Animales , India/epidemiología , Anopheles/parasitología , Anopheles/fisiología , Anopheles/clasificación , Mosquitos Vectores/parasitología , Mosquitos Vectores/fisiología , Malaria/transmisión , Malaria/epidemiología , Malaria/parasitología , Humanos , Prevalencia , Plasmodium/aislamiento & purificación , Plasmodium/clasificación , Plasmodium/fisiología , Bovinos , Femenino , Culex/parasitología , Culex/fisiología
18.
Am J Trop Med Hyg ; 111(4): 765-769, 2024 Oct 02.
Artículo en Inglés | MEDLINE | ID: mdl-39106849

RESUMEN

Zoonotic malaria, caused by Plasmodium knowlesi, Plasmodium cynomolgi, Plasmodium coatneyi, and Plasmodium inui, is a significant global health concern. The gold standard microscopy, while widely used for malaria diagnosis, faces limitations in differentiating between malaria species. Polymerase chain reaction (PCR), despite its accuracy, is characterized by high costs and time-consuming procedures. This study aims to develop and validate a rapid and accurate diagnostic test for detecting four simian Plasmodium species by using loop-mediated isothermal amplification (LAMP). Loop-mediated isothermal amplification is a cost-effective and faster molecular testing alternative for malaria diagnosis. The project involved designing specific primers, testing sensitivity and specificity against various parasites (including human Plasmodium species, protozoa, and helminths), and evaluating the LAMP assay using 60 macaque samples infected with simian Plasmodium. The LAMP assay exhibited a sensitivity profile enabling the detection of P. knowlesi, P. coatneyi, and P. cynomolgi across a concentration gradient from 5 × 108 down to 5 × 105 parasites/µL. Notably, P. inui was detectable at 5 × 108 parasites/µL. Furthermore, the specificity of the primer tailored for the four simian Plasmodium species was proven, as it produced a positive amplification exclusively for the respective target species and generated negative results for nontarget species. The results indicated that the LAMP assay is capable of detecting simian Plasmodium within a short span of 60 minutes, without any false positives from other samples. This new test has the potential to revolutionize malaria diagnosis, surveillance, and control, thereby mitigating the impact of zoonotic malaria in regions of endemicity.


Asunto(s)
Malaria , Técnicas de Diagnóstico Molecular , Técnicas de Amplificación de Ácido Nucleico , Plasmodium , Sensibilidad y Especificidad , Zoonosis , Animales , Malaria/diagnóstico , Malaria/parasitología , Técnicas de Amplificación de Ácido Nucleico/métodos , Zoonosis/diagnóstico , Zoonosis/parasitología , Plasmodium/genética , Plasmodium/aislamiento & purificación , Plasmodium/clasificación , Técnicas de Diagnóstico Molecular/métodos , Humanos , Macaca/parasitología , Plasmodium knowlesi/genética , Plasmodium knowlesi/aislamiento & purificación , ADN Protozoario/genética
19.
Trends Parasitol ; 40(8): 717-730, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39013660

RESUMEN

The protozoan parasites Plasmodium, Leishmania, and Trypanosoma are transmitted by hematophagous insects and cause severe diseases in humans. These infections pose a global threat, particularly in low-resource settings, and are increasingly extending beyond the current endemic regions. Tropism of parasites is crucial for their development, and recent studies have revealed colonization of noncanonical tissues, aiding their survival and immune evasion. Despite receiving limited attention, cumulative evidence discloses the respiratory system as a significant interface for host-pathogen interactions, influencing the course of (co)infection and disease onset. Due to its pathophysiological and clinical implications, we emphasize that further research is needed to better understand the involvement of the respiratory system and its potential to improve prevention, diagnosis, treatment, and interruption of the chain of transmission.


Asunto(s)
Plasmodium , Animales , Humanos , Plasmodium/fisiología , Sistema Respiratorio/parasitología , Trypanosoma/fisiología , Insectos/parasitología , Insectos Vectores/parasitología , Leishmania/fisiología , Infecciones por Protozoos/parasitología , Infecciones por Protozoos/transmisión , Leishmaniasis/transmisión , Leishmaniasis/parasitología
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