Evidence map›Paper›PMID 39585901›Full record

ArticlePLoS computational biology2024

Mathematical modeling suggests heterogeneous replication of Mycobacterium tuberculosis in rabbits.

Vitaly V Ganusov, Afsal Kolloli, Selvakumar Subbian

Erratum issuedAbstract read
In one paragraph

Article in PLoS computational biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Genome-wide transcriptional landscape ofFrontiers in immunology · 2026
    Article
  4. Article
  5. Article
  6. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Vitaly V GanusovHost-Pathogen Interactions program, Texas Biomedical Research Institute, San Antonio, Texas, United States of America.ORCID 0000-0001-6572-1691
Afsal KolloliPublic Health Research Institute, The State University of New Jersey, Newark, New Jersey, United States of America.
Selvakumar SubbianPublic Health Research Institute, The State University of New Jersey, Newark, New Jersey, United States of America.ORCID 0000-0003-2021-8632

Funding

The Warburg effect and host immune response in tuberculosisR01AI127844 · NIAID · RBHS-NEW JERSEY MEDICAL SCHOOL · PI SHI, LANBO, SUBBIAN, SELVAKUMAR · 2017 to 2021
$3.4M
Mathematical modeling of Mycobacterium tuberculosis disseminationR01AI158963 · NIAID · UNIVERSITY OF TENNESSEE KNOXVILLE · PI Vitaly V. Ganusov · 2022 to 2026
$3.2M
NIAID NIH HHS R01 AI127844NIAID NIH HHS R01 AI158963
6 · The paper itself

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".

Indexed as

LungMycobacterium tuberculosisAnimalsComputational BiologyDisease Models, AnimalModels, BiologicalPlasmidsRabbitsTuberculosisTuberculosis, Pulmonary

Identifiers

PMID39585901
PMCPMC11627432

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.