White Matter Injury and Autistic-Like Behavior Predominantly Affecting Male Rat Offspring Exposed to Group B Streptococcal Maternal Inflammation
Bibliographic record
Abstract
The impact of the group B streptococcus (GBS)-induced maternal inflammation on offspring's brain has not yet been investigated despite GBS being one of the most frequent bacteria colonizing or infecting pregnant women. According to our hypothesis GBS-induced maternal immune activation plays a role in offspring perinatal brain damage and subsequent neurodisabilities such as autism. Using a new preclinical rat model of maternal inflammation triggered by inactivated GBS, we demonstrated placental, neuropathological and behavioral impacts on offspring. GBS-exposed placentas presented cystic lesions and polymorphonuclear infiltration located within the decidual/maternal side of the placenta, contrasting with macrophagic infiltration and necrotic areas located in the labyrinth/fetal compartment of the placenta after lipopolysaccharide-induced maternal inflammation. Brain damage featured lateral ventricles widening, predominately in the male, reduction of periventricular external capsules thickness, oligodendrocyte loss, and disorganization of frontoparietal subcortical tissue with no glial proliferation. Autistic hallmarks were found in offspring exposed to GBS, namely deficits in motor behavior, social and communicative impairments, i.e. profound defects in the integration and response to both acoustic and chemical signals that are predominant modes of communication in rats. Surprisingly, only male offspring were affected by these combined autistic-like traits. Our results show for the first time that materno-fetal inflammatory response to GBS plays a role in the induction of placental and cerebral insults, remarkably recapitulating cardinal features of human autism such as gender dichotomy and neurobehavioral traits. Unlike other models of prenatal inflammatory brain damage (induced by viral/toll-like receptor 3 (TLR3) or Gram-negative/TLR4), maternal inflammation resulting from GBS/TLR2 interactions induced a distinctive pattern of chorioamnionitis and cerebral injuries. These results also provide important evidence that beyond genetic influences, modifiable environmental factors play a role in both the occurrence of autism and its gender imbalance.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".