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Superior Auto-Identification of Trypanosome Parasites by Using a Hybrid Deep-Learning Model
Published on: October 27, 2023
[Human African trypanosomiasis: involvement of host genetics]
1Medical Parasitology, Nijmegen Centre of Molecular Life Science, Radboud University Nijmegen Medical Centre, P.O. Box 9101 6500, HB Nijmegen, Netherlands. D.Courtin@mmb.umcn.nl
Medecine Tropicale : Revue Du Corps De Sante Colonial
|August 19, 2007
Summary
Genetic diversity influences susceptibility to human African trypanosomiasis (HAT). Specific cytokine gene polymorphisms offer protection or increased risk, aiding in understanding host-parasite interactions.
Area of Science:
- Genetic epidemiology
- Immunogenetics
- Infectious disease research
Context:
- Human African trypanosomiasis (HAT) poses a significant health challenge in parts of Africa.
- Understanding host genetic factors is crucial for disease control.
Purpose:
- To investigate the association between human genetic diversity and susceptibility to HAT.
- To identify specific genetic markers influencing disease risk.
Summary:
- Two genetic epidemiological studies were conducted in Ivory Coast and Democratic Republic of Congo.
- Four single nucleotide polymorphisms (SNPs) in cytokine genes (IL10, IL6, IL1, TNFalpha) were analyzed.
- Specific alleles/genotypes were correlated with either protection (IL10, IL6) or increased risk (IL1, TNFalpha) of developing HAT.
Impact:
- Provides insights into host-parasite interactions in HAT.
- Identifies potential genetic biomarkers for disease susceptibility.
- Informs the development of novel therapeutic and prophylactic strategies against HAT.
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