Individual variability in brain representations of pain

逻辑与具体 神经科学 心理学 集合(抽象数据类型) 神经影像学 体素 认知心理学 物理医学与康复 医学 人工智能 计算机科学 社会心理学 程序设计语言
作者
Lada Kohoutová,Lauren Y. Atlas,Christian Büchel,Jason T. Buhle,Stephan Geuter,Marieke Jepma,Leonie Koban,Anjali Krishnan,Dong Hee Lee,Sungwoo Lee,Mathieu Roy,Scott M. Schafer,Liane Schmidt,Tor D. Wager,Choong‐Wan Woo
出处
期刊:Nature Neuroscience [Springer Nature]
卷期号:25 (6): 749-759 被引量:42
标识
DOI:10.1038/s41593-022-01081-x
摘要

Characterizing cerebral contributions to individual variability in pain processing is crucial for personalized pain medicine, but has yet to be done. In the present study, we address this problem by identifying brain regions with high versus low interindividual variability in their relationship with pain. We trained idiographic pain-predictive models with 13 single-trial functional MRI datasets (n = 404, discovery set) and quantified voxel-level importance for individualized pain prediction. With 21 regions identified as important pain predictors, we examined the interindividual variability of local pain-predictive weights in these regions. Higher-order transmodal regions, such as ventromedial and ventrolateral prefrontal cortices, showed larger individual variability, whereas unimodal regions, such as somatomotor cortices, showed more stable pain representations across individuals. We replicated this result in an independent dataset (n = 124). Overall, our study identifies cerebral sources of individual differences in pain processing, providing potential targets for personalized assessment and treatment of pain. Pain experience is highly individual, but its individual-specific brain features remain unclear. The authors identify brain regions with consistent versus variable representations of pain across a large sample of individuals.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
照桥心美完成签到,获得积分10
刚刚
66666应助luu采纳,获得10
2秒前
4秒前
认真一斩发布了新的文献求助30
4秒前
4秒前
小胡发布了新的文献求助10
5秒前
沉静的采波完成签到 ,获得积分10
5秒前
传奇3应助火星上仰采纳,获得10
5秒前
汉堡包应助qianyuan采纳,获得10
6秒前
6秒前
落后火车完成签到,获得积分20
7秒前
7秒前
西出钰门发布了新的文献求助30
7秒前
8秒前
斯文的紫槐完成签到,获得积分20
9秒前
fengzi发布了新的文献求助10
10秒前
落后火车发布了新的文献求助10
10秒前
香蕉觅云应助丙泊酚采纳,获得10
12秒前
加油呀完成签到 ,获得积分20
12秒前
负责御姐发布了新的文献求助30
12秒前
13秒前
MiriamYu发布了新的文献求助10
13秒前
情怀应助小胡采纳,获得10
14秒前
ido发布了新的文献求助10
14秒前
16秒前
乐乐应助wangayting采纳,获得10
16秒前
17秒前
18秒前
19秒前
bkagyin应助想毕业的小橙子采纳,获得10
20秒前
20秒前
21秒前
21秒前
上官若男应助add采纳,获得10
21秒前
港岛妹妹发布了新的文献求助10
22秒前
小马甲应助负责御姐采纳,获得10
22秒前
23秒前
24秒前
科研通AI2S应助wangayting采纳,获得10
24秒前
丙泊酚发布了新的文献求助10
25秒前
高分求助中
Licensing Deals in Pharmaceuticals 2019-2024 3000
Effect of reactor temperature on FCC yield 2000
Very-high-order BVD Schemes Using β-variable THINC Method 1020
Cognitive Paradigms in Knowledge Organisation 1000
Near Infrared Spectra of Origin-defined and Real-world Textiles (NIR-SORT): A spectroscopic and materials characterization dataset for known provenance and post-consumer fabrics 610
Mission to Mao: Us Intelligence and the Chinese Communists in World War II 600
Promoting women's entrepreneurship in developing countries: the case of the world's largest women-owned community-based enterprise 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3306895
求助须知:如何正确求助?哪些是违规求助? 2940756
关于积分的说明 8498339
捐赠科研通 2614923
什么是DOI,文献DOI怎么找? 1428599
科研通“疑难数据库(出版商)”最低求助积分说明 663445
邀请新用户注册赠送积分活动 648297