Evidence map›Paper›PMID 40908812›Full record

ArticleHuman brain mapping2025

Reciprocal Predictions Between Reading Achievement and Cognitive Flexibility Development in Children and the Mediating Roles of the Left Middle Frontal Gyrus.

Leilei Ma, Yanpei Wang, Jiali Wang, Rui Chen, Gai Zhao, Zhiying Pan, Ningyu Liu, Haibo Zhang, Weiwei Men, Shuping Tan and 5 more

Abstract read
In one paragraph

Article in Human brain mapping, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Leilei MaState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.ORCID 0000-0002-1150-5309
Yanpei WangState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Jiali WangState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Rui ChenState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Gai ZhaoState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Zhiying PanState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Ningyu LiuState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Haibo ZhangState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Weiwei MenCenter for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China.
Shuping TanPsychiatry Research Center, Beijing Huilongguan Hospital, Peking University, Beijing, China.
Jia-Hong GaoCenter for MRI Research, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing, China.ORCID 0000-0002-9311-0297
Shaozheng QinState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Yong HeState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.ORCID 0000-0002-7039-2850
Qi DongState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.
Sha TaoState Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China.

Funding

China's STI 2030- Major Projects 2021ZD0200500
6 · The paper itself

Abstract

The development of reading skills and cognitive flexibility is crucial for success in childhood and adulthood. Although previous studies demonstrate the existing links between the development of cognitive flexibility and the reading acquisition in children, it remains unclear how baseline reading achievement influences later cognitive flexibility, or vice versa, particularly in relation to the underlying brain development. Therefore, in this prospective longitudinal study, we investigated the reciprocal prediction between reading achievement and cognitive flexibility, along with the underlying brain development that potentially mediated this relationship in school-aged children. By employing a self-recruited longitudinal dataset with two time points spaced 12 months apart, we found a significant association between baseline reading achievement and later cognitive flexibility, as well as between baseline cognitive flexibility and later reading achievement. Moreover, the left middle frontal gyrus emerged as a central neural hub supporting the development of both abilities. Increases in its gray matter volume and enhanced its functional connectivity to the salience network significantly mediated the longitudinal associations between reading achievement and cognitive flexibility. Taken together, our findings demonstrate the vital role of the left middle frontal gyrus in integrating language information processing and higher-order cognitive control. This provides evidence for future reading or cognitive interventions.

Indexed as

Academic SuccessChild DevelopmentCognitionExecutive FunctionPrefrontal CortexReadingChildCognitive FlexibilityFemaleGray MatterHumansLongitudinal StudiesMagnetic Resonance ImagingMaleProspective Studiescognitive flexibilityleft middle frontal gyrusreading achievementsalience networkschool‐aged children

Identifiers

PMID40908812
PMCPMC12411736

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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.