A pre-existing chronic Toxoplasma gondii infection promotes epileptogenesis and neuropathology in a mouse model of mesial temporal lobe epilepsy
Bibliographic record
Abstract
• An increased incidence of epilepsy was found in male T. gondii + SSSE mice. • Female T. gondii + SSSE mice had worse seizure severity compared to Vehicle + SSSE mice. • Amplified neuroinflammation was detected in male and female T. gondii + SSSE mice. • Abnormalities in brain morphology were found in male and female T. gondii + SSSE mice. • T. gondii infection alone resulted in epilepsy and neuroinflammation. There is initial evidence that the common neurotropic parasite Toxoplasma gondii is a risk factor for the development of epilepsy; however, whether it influences epileptogenesis is unknown. This study investigated whether a pre-existing chronic T. gondii infection alters epileptogenesis and neuropathology in a mouse model of mesial temporal lobe epilepsy. Male and female C57BL/6Jax mice were intraperitoneally administered T. gondii tachyzoites or vehicle control. After 6 weeks, mice underwent self-sustained electrical status epilepticus (SSSE) through an implanted bipolar electrode, or a sham procedure. Continuous video-EEG recordings were taken 0–4- and 12–16-weeks post-SSSE to detect spontaneous seizures. Neuroinflammatory markers were assessed within 1-week post-SSSE, behavior testing was done at 8–12 weeks post-SSSE, and ex vivo MRI was conducted at 16 weeks post-SSSE. Male T. gondii + SSSE mice had an increased incidence of epilepsy compared to Vehicle + SSSE, while female T. gondii + SSSE mice had worse seizure severity compared to non-infected SSSE mice. There was amplified neuroinflammation in both male and female T. gondii + SSSE mice compared to Vehicle + SSSE mice. T. gondii infection in the absence of SSSE also resulted in epilepsy and neuroinflammation. MRI revealed abnormalities in brain morphology in T. gondii + SSSE male and female mice and changes in white matter integrity in male T. gondii + SSSE mice, compared to both non-infected SSSE and T. gondii control mice. SSSE and T. gondii infection impacted anxiety and spatial memory in males, and anxiety and social behavior in females. These findings demonstrate that a chronic T. gondii infection can result in epilepsy, and that a pre-existing T. gondii infection exacerbates epileptogenesis following a brain insult, in mice.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".