Interindividual Variability In Memory Performance Is Related To Cortico-Thalamic Networks During Memory Encoding And Retrieval.

IF 4.4 2区 医学 Q1 NEUROSCIENCES
Roberta Passiatore, Antonella Lupo, Nicola Sambuco, Linda A Antonucci, Giuseppe Stolfa, Alessandro Bertolino, Teresa Popolizio, Boris Suchan, Giulio Pergola
{"title":"Interindividual Variability In Memory Performance Is Related To Cortico-Thalamic Networks During Memory Encoding And Retrieval.","authors":"Roberta Passiatore, Antonella Lupo, Nicola Sambuco, Linda A Antonucci, Giuseppe Stolfa, Alessandro Bertolino, Teresa Popolizio, Boris Suchan, Giulio Pergola","doi":"10.1523/JNEUROSCI.0975-24.2025","DOIUrl":null,"url":null,"abstract":"<p><p>Encoding new memories relies on functional connections between the medial temporal lobe and the frontoparietal cortices. Multi-scan fMRI showed changes in these functional connections before and after memory encoding, potentially influenced by the thalamus. As different thalamic nuclei are interconnected with distinct cortical networks, we hypothesized that variations in cortico-thalamic recruitment may impact individual memory performance.We used a multi-scan fMRI protocol including a resting-state scan followed by an associative memory task encompassing encoding and retrieval phases, in two independent samples of healthy adults (N<sub>1</sub>=29, mean age=26, males=35%; N<sub>2</sub>=108; mean age=28, males=52%). Individual activity and functional connectivity were analyzed in the native space to minimize registration bias. By modeling the direct and indirect effects of cortico-thalamic recruitment on memory using Structural Equation Modeling, we showed a positive association between resting-state functional connectivity of the medial thalamic subdivision within the frontoparietal network and memory performance across samples (effect size <i>R<sup>2</sup></i> ranging between 0.27 and 0.36; p-values between 0.01 and 4e-05). This direct relationship was mediated by decreased activation of the anterior subdivision during encoding (<i>R<sup>2</sup></i> ranging between 0.04 and 0.2; p-values between 0.05 and 0.006) and by increased activation of the medial subdivision during retrieval (<i>R<sup>2</sup></i> ranging between 0.04 and 0.2; p-values between 0.05 and 0.004). Moreover, three distinct clusters of individuals displayed different cortico-thalamic patterns across memory phases.We suggest that associative memory encoding relies on the distinct cortico-thalamic pathways involving medial thalamic recruitment and suppression of anterior subdivision to support the successful encoding of new memories.<b>Significance statement</b> Every person is unique in their learning process and related brain functional organization. Prior research has mainly aimed to find shared patterns in how the brain responds to external stimuli, often overlooking individual behavioral differences. We hypothesized that individuals may recruit different neural resources supporting their learning abilities. We investigated whether specific brain configurations are beneficial to individual memory performance. We found that the baseline configuration of select cortico-thalamic networks involving the medial thalamic subdivision supports memory performance via the indirect effects of the anterior thalamic subdivision deactivation and medial activation during the memory task. We propose that cortico-thalamic functioning involving the anterior and medial thalamus underlies interindividual variability in associative memory encoding.</p>","PeriodicalId":50114,"journal":{"name":"Journal of Neuroscience","volume":" ","pages":""},"PeriodicalIF":4.4000,"publicationDate":"2025-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Neuroscience","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1523/JNEUROSCI.0975-24.2025","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
引用次数: 0

Abstract

Encoding new memories relies on functional connections between the medial temporal lobe and the frontoparietal cortices. Multi-scan fMRI showed changes in these functional connections before and after memory encoding, potentially influenced by the thalamus. As different thalamic nuclei are interconnected with distinct cortical networks, we hypothesized that variations in cortico-thalamic recruitment may impact individual memory performance.We used a multi-scan fMRI protocol including a resting-state scan followed by an associative memory task encompassing encoding and retrieval phases, in two independent samples of healthy adults (N1=29, mean age=26, males=35%; N2=108; mean age=28, males=52%). Individual activity and functional connectivity were analyzed in the native space to minimize registration bias. By modeling the direct and indirect effects of cortico-thalamic recruitment on memory using Structural Equation Modeling, we showed a positive association between resting-state functional connectivity of the medial thalamic subdivision within the frontoparietal network and memory performance across samples (effect size R2 ranging between 0.27 and 0.36; p-values between 0.01 and 4e-05). This direct relationship was mediated by decreased activation of the anterior subdivision during encoding (R2 ranging between 0.04 and 0.2; p-values between 0.05 and 0.006) and by increased activation of the medial subdivision during retrieval (R2 ranging between 0.04 and 0.2; p-values between 0.05 and 0.004). Moreover, three distinct clusters of individuals displayed different cortico-thalamic patterns across memory phases.We suggest that associative memory encoding relies on the distinct cortico-thalamic pathways involving medial thalamic recruitment and suppression of anterior subdivision to support the successful encoding of new memories.Significance statement Every person is unique in their learning process and related brain functional organization. Prior research has mainly aimed to find shared patterns in how the brain responds to external stimuli, often overlooking individual behavioral differences. We hypothesized that individuals may recruit different neural resources supporting their learning abilities. We investigated whether specific brain configurations are beneficial to individual memory performance. We found that the baseline configuration of select cortico-thalamic networks involving the medial thalamic subdivision supports memory performance via the indirect effects of the anterior thalamic subdivision deactivation and medial activation during the memory task. We propose that cortico-thalamic functioning involving the anterior and medial thalamus underlies interindividual variability in associative memory encoding.

新记忆的编码依赖于内侧颞叶和顶叶皮层之间的功能连接。多扫描 fMRI 显示,这些功能连接在记忆编码前后发生了变化,而这些变化可能受到丘脑的影响。我们在两个独立的健康成年人样本(N1=29,平均年龄=26,男性=35%;N2=108;平均年龄=28,男性=52%)中使用了多扫描fMRI方案,包括静息态扫描和包括编码和检索阶段的联想记忆任务。个体活动和功能连通性在原生空间中进行分析,以尽量减少配准偏差。通过使用结构方程建模法(Structural Equation Modeling)对皮质丘脑招募对记忆的直接和间接影响进行建模,我们发现在不同样本中,额顶网络内侧丘脑分支的静息态功能连通性与记忆表现之间存在正相关(效应大小 R2 介于 0.27 和 0.36 之间;P 值介于 0.01 和 4e-05 之间)。这种直接关系是由编码时前分区激活减少(R2 介于 0.04 和 0.2 之间;p 值介于 0.05 和 0.006 之间)和检索时内侧分区激活增加(R2 介于 0.04 和 0.2 之间;p 值介于 0.05 和 0.004 之间)所促成的。我们认为,联想记忆编码依赖于不同的皮质-丘脑通路,其中包括丘脑内侧招募和前部细分的抑制,以支持新记忆的成功编码。之前的研究主要旨在发现大脑如何对外部刺激做出反应的共同模式,而往往忽略了个体的行为差异。我们假设,个体可能会利用不同的神经资源来支持其学习能力。我们研究了特定的大脑配置是否有利于个体的记忆表现。我们发现,在记忆任务中,涉及丘脑内侧分支的皮质-丘脑网络的基线配置通过丘脑前分支失活和内侧激活的间接效应支持记忆表现。我们认为,涉及丘脑前部和内侧的皮质-丘脑功能是联想记忆编码中个体间差异的基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Journal of Neuroscience
Journal of Neuroscience 医学-神经科学
CiteScore
9.30
自引率
3.80%
发文量
1164
审稿时长
12 months
期刊介绍: JNeurosci (ISSN 0270-6474) is an official journal of the Society for Neuroscience. It is published weekly by the Society, fifty weeks a year, one volume a year. JNeurosci publishes papers on a broad range of topics of general interest to those working on the nervous system. Authors now have an Open Choice option for their published articles
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信