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Modelling the migration of Onchocerca volvulus in simuliids, using a simple compartmental process
Biometrics
|June 1, 1984
Summary
A multinomial distribution model explains the migration of Onchocerca volvulus parasites within black flies. This compartmental process successfully describes early parasite movement from the stomach to the thorax.
Area of Science:
- Parasitology
- Mathematical Biology
- Entomology
Background:
- Onchocerca volvulus is a filarial nematode.
- Simuliids (black flies) are vectors for Onchocerca volvulus.
- Understanding parasite migration in vectors is crucial for disease control.
Purpose of the Study:
- To model the early migration of Onchocerca volvulus in simuliids.
- To apply a hierarchical compartmental process to parasite movement.
- To assess the fit of a multinomial distribution to observed migration patterns.
Main Methods:
- Developed a time-homogeneous compartmental model with differing transition rates.
- Utilized a hierarchical structure where individuals enter the first compartment.
- Applied the model to Onchocerca volvulus migration data in simuliids.
Main Results:
- The hierarchical compartmental process results in a multinomial distribution.
- The model successfully represents early Onchocerca volvulus migration from the stomach to the thorax.
- Allowances for engorgement period and peritrophic membrane encapsulation improve model fit.
Conclusions:
- A multinomial distribution derived from a hierarchical compartmental model effectively describes early Onchocerca volvulus migration in simuliids.
- The model provides insights into parasite translocation within the vector.
- This approach can inform strategies for controlling onchocerciasis transmission.