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Mothers’ psychopathology and their adult offspring’s cortisol level in a Rwandan sample

2025· article· en· W4410303991 on OpenAlexaff
Marie Chantal Ingabire, Serge Caparos, Eugène Rutembesa, Isabelle Blanchette

Bibliographic record

VenueSouth African Journal of Psychiatry · 2025
Typearticle
Languageen
FieldNeuroscience
TopicStress Responses and Cortisol
Canadian institutionsUniversité LavalUniversité du Québec à Trois-Rivières
Fundersnot available
KeywordsPsychopathologyOffspringPsychologySample (material)Developmental psychologyClinical psychologyBiologyPregnancyPhysics

Abstract

fetched live from OpenAlex

Background: Most studies on the influence of mothers' trauma-related psychopathology on their offspring's hypothalamic-pituitary-adrenal (HPA) axis functioning have been conducted in Western contexts. Furthermore, those studies have focused on the association between mothers' post-traumatic stress disorder (PTSD) and their offspring's HPA axis functioning. More research is needed among African populations exposed to mass violence to mitigate the intergenerational transmission of trauma. Aim: To investigate the link between mothers' PTSD and depression and their offspring's basal cortisol level. Setting: This cross-sectional study was conducted in two provinces of Rwanda (Kigali City and the Southern Province) among families of survivors of the 1994 genocide perpetrated against the Tutsi. Methods: A total of 45 dyads of mothers and their adult offspring were recruited. They answered questionnaires that measured sociodemographic characteristics, trauma exposure, PTSD and depression symptoms. Participants also provided saliva samples for cortisol extraction. Results: Mothers' depression was negatively associated with their offspring's overall basal cortisol level. There was no link between mothers' PTSD and their offspring's overall basal cortisol level. The relationship between the offspring's overall basal cortisol level and their own psychopathology was not significant. Conclusion: These preliminary findings showed an HPA axis disruption among offspring of mass violence-exposed and depressed mothers. Contribution: This study contributes to the literature by showing that depression is a relevant correlate of neuroendocrine functioning and should be investigated more consistently in research on the intergenerational consequences of trauma exposure.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.022
GPT teacher head0.269
Teacher spread0.246 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

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