Evidence map›Paper›PMID 41381560›Full record

ArticleNature communications2025

Hippocampal-prefrontal orchestration supports higher-order learning for creative ideation.

Ze Zhang, Ziyi Li, Rui Ding, Guowei Wu, Xingxu Xie, Jiaqi Wu, Shaozheng Qin, Jing Luo

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Ze ZhangBeijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China.ORCID http://orcid.org/0000-0001-7777-3480
Ziyi LiBeijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China.
Rui DingState Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.
Guowei WuChina Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
Xingxu XieBeijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China.
Jiaqi WuBeijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China.
Shaozheng QinState Key Laboratory of Cognitive Neuroscience and Learning & IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China. szqin@bnu.edu.cn.ORCID http://orcid.org/0000-0002-1859-2150
Jing LuoBeijing Key Laboratory of Learning and Cognition, School of Psychology, Capital Normal University, Beijing, China. luoj@psych.ac.cn.ORCID http://orcid.org/0000-0001-9529-0220

Funding

National Natural Science Foundation of China (National Science Foundation of China) 19ZDA363 and 20&ZD153National Natural Science Foundation of China (National Science Foundation of China) 32271097
6 · The paper itself

Abstract

We learn not just to remember, but also to create. Yet, the neurocognitive foundations by which higher-order learning fosters subsequent creation remain elusive. After verifying the facilitating effects of creative exemplar-learning on subsequent creation, this study identified hippocampal and prefrontal encoding patterns during exemplar-learning that predict higher (HSC) or lower (LSC) subsequent creation. The HSC condition was characterized by reduced hippocampal representational dimensionality and increased hippocampal-ventrolateral prefrontal cortex (vlPFC) connectivity-effects independent of exemplar memory and consistent across textual and pictorial exemplar materials. Cross-phase analyses revealed that low-dimensional hippocampal and full-dimensional vlPFC representations transferred more effectively from learning to creating in HSC trials. Moreover, cross-phase decoding function in the vlPFC for discriminating HSC from LSC trials relied on low-dimensional hippocampal representations during learning. Together, these findings show that hippocampal-vlPFC orchestration abstracts and transfers exemplar information to support creativity, revealing a neurocognitive mechanism of higher-order learning distinct from memory acquisition.

Indexed as

CreativityHippocampusLearningPrefrontal CortexAdultBrain MappingFemaleHumansMagnetic Resonance ImagingMaleMemoryYoung Adult

Identifiers

PMID41381560
PMCPMC12800267

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.