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Published on: June 30, 2019
Mathematical modeling suggests heterogeneous replication of Mycobacterium tuberculosis in rabbits
Vitaly V Ganusov1, Afsal Kolloli2, Selvakumar Subbian2
1Host-Pathogen Interactions program, Texas Biomedical Research Institute, San Antonio, Texas, United States of America.
Abstract:
Tuberculosis (TB), the disease caused by Mycobacterium tuberculosis (Mtb), remains a major health problem with 10.6 million cases of the disease and 1.6 million deaths in 2021. It is well understood that pulmonary TB is due to Mtb growth in the lung but quantitative estimates of rates of Mtb replication and death in lungs of patients or animals such as monkeys or rabbits remain largely unknown. We performed experiments with rabbits infected with a novel, virulent clinical Mtb isolate of the Beijing lineage, HN878, carrying an unstable plasmid pBP10. In our in vitro experiments we found that pBP10 is more stable in HN878 strain than in a more commonly used laboratory-adapted Mtb strain H37Rv (the segregation coefficient being s = 0.10 in HN878 vs. s = 0.18 in H37Rv). Interestingly, the kinetics of plasmid-bearing bacteria in lungs of Mtb-infected rabbits did not follow an expected monotonic decline; the percent of plasmid-bearing cells increased between 28 and 56 days post-infection and remained stable between 84 and 112 days post-infection despite a large increase in bacterial numbers in the lung at late time points. Mathematical modeling suggested that such a non-monotonic change in the percent of plasmid-bearing cells can be explained if the lung Mtb population consists of several (at least 2) sub-populations with different replication/death kinetics: one major population expanding early and being controlled/eliminated, while another, a smaller population expanding at later times causing a counterintuitive increase in the percent of plasmid-bearing cells. Importantly, a model with one kinetically homogeneous Mtb population could not explain the data including when the model was run stochastically. Given that in rabbits HN878 strain forms well circumscribed granulomas, our results suggest independent bacterial dynamics in subsets of such granulomas. Our model predictions can be tested in future experiments in which HN878-pBP10 dynamics in individual granulomas is followed over time. Taken together, our new data and mathematical modeling-based analyses illustrate differences in Mtb dynamics in mice and rabbits confirming a perhaps somewhat obvious observation that "rabbits are not mice".
Insights
Tuberculosis (TB) research in rabbits reveals Mycobacterium tuberculosis (Mtb) dynamics within lungs. Mathematical modeling suggests Mtb populations have distinct replication and death rates, impacting plasmid stability.
Area of Science:
- Microbiology
- Immunology
- Mathematical Biology
Background:
- Tuberculosis (TB), caused by Mycobacterium tuberculosis (Mtb), is a significant global health issue.
- Quantitative data on Mtb replication and death rates within host lungs are scarce.
- Understanding Mtb dynamics is crucial for developing effective treatments.
Purpose of the Study:
- To investigate Mtb replication and death kinetics in rabbit lungs.
- To analyze the stability of a plasmid (pBP10) within Mtb during infection.
- To develop and apply mathematical models to interpret Mtb population dynamics.
Main Methods:
- Infection of rabbits with a virulent Mtb clinical isolate (HN878) carrying plasmid pBP10.
- In vitro assessment of plasmid stability in different Mtb strains (HN878 and H37Rv).
- Mathematical modeling to analyze Mtb population dynamics and plasmid-bearing cell percentages over time.
Main Results:
- Plasmid pBP10 exhibited greater stability in the HN878 Mtb strain compared to H37Rv.
- The percentage of plasmid-bearing Mtb cells in rabbit lungs increased non-monotonically during infection.
- Mathematical modeling indicated the presence of at least two Mtb subpopulations with distinct kinetic profiles.
Conclusions:
- Mtb populations in rabbit lungs likely comprise distinct subpopulations with differing replication and death rates.
- Granuloma structure may facilitate independent bacterial dynamics within subsets of granulomas.
- Rabbit models offer unique insights into Mtb pathogenesis, distinct from mouse models.
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