ArticleProceedings of the National Academy of Sciences of the United States of America2025
Familial transmission of neural representations for mental arithmetic across two generations.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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.
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.
Who cites it
2 citing papers in PubMed.
- Family-Level Brain Pattern Similarities and Their Clinical Significance in Young Offspring of Individuals With Psychotic Disorders.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Familial transmission of neural representations for mental arithmetic across two generations.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Parental skills are among the most powerful predictors of children's outcomes. While distal genetic and environmental pathways likely contribute to skill transmission within families, much less is known about the proximal neural markers that support the transmission of cognitive functioning from parents to children. It is also unclear whether brain similarity between parents and children predicts similarity in cognitive skills. In this study, we used fMRI to measure brain activity associated with mental arithmetic-a task for which intergenerational transmission is consistently observed-in 37 familial dyads of 8-y-old children and their mothers. Regardless of familial ties, multivariate searchlight representational similarity analyses revealed remarkable adult-child similarity in the neural representations of a signature of arithmetic processing, the problem-size effect, within a broad occipito-parieto-frontal system. Comparing familial to nonfamilial adult-child dyads, family-specific transmission of neural representations was identified in the bilateral anterior insula and left precentral gyrus, key regions of the arithmetic processing network. Mother-child neural similarity in the insula and precentral gyrus interacted with maternal skillto predict mother-child similarity in math and working memory skills, such that neural similarity was more positively related to behavioral similarity in dyads with lower-skilled than higher-skilled mothers. Therefore, increased parent-child neural similarity may particularly predict shared cognitive abilities among dyads where parents experience greater difficulties. Our findings demonstrate that task-related intergenerational neuroimaging can identify brain regions involved in the intergenerational transmission of cognitive skills. They may have relevance for identifying neural markers of learning disabilities through familial transmission.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.