Literature DB >> 30118870

Reliable individual differences in fine-grained cortical functional architecture.

Ma Feilong1, Samuel A Nastase2, J Swaroop Guntupalli3, James V Haxby4.   

Abstract

Fine-grained functional organization of cortex is not well-conserved across individuals. As a result, individual differences in cortical functional architecture are confounded by topographic idiosyncrasies-i.e., differences in functional-anatomical correspondence. In this study, we used hyperalignment to align information encoded in topographically variable patterns to study individual differences in fine-grained cortical functional architecture in a common representational space. We characterized the structure of individual differences using three common functional indices, and assessed the reliability of this structure across independent samples of data in a natural vision paradigm. Hyperalignment markedly improved the reliability of individual differences across all three indices by resolving topographic idiosyncrasies and accommodating information encoded in spatially fine-grained response patterns. Our results demonstrate that substantial individual differences in cortical functional architecture exist at fine spatial scales, but are inaccessible with anatomical normalization alone.
Copyright © 2018 The Authors. Published by Elsevier Inc. All rights reserved.

Keywords:  Functional alignment; Hyperalignment; Individual differences; Natural vision; Reliability; fMRI

Mesh:

Year:  2018        PMID: 30118870     DOI: 10.1016/j.neuroimage.2018.08.029

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  18 in total

1.  Organization of Propagated Intrinsic Brain Activity in Individual Humans.

Authors:  Ryan V Raut; Anish Mitra; Scott Marek; Mario Ortega; Abraham Z Snyder; Aaron Tanenbaum; Timothy O Laumann; Nico U F Dosenbach; Marcus E Raichle
Journal:  Cereb Cortex       Date:  2020-03-14       Impact factor: 5.357

2.  Default-mode network streams for coupling to language and control systems.

Authors:  Evan M Gordon; Timothy O Laumann; Scott Marek; Ryan V Raut; Caterina Gratton; Dillan J Newbold; Deanna J Greene; Rebecca S Coalson; Abraham Z Snyder; Bradley L Schlaggar; Steven E Petersen; Nico U F Dosenbach; Steven M Nelson
Journal:  Proc Natl Acad Sci U S A       Date:  2020-07-06       Impact factor: 11.205

3.  Measuring shared responses across subjects using intersubject correlation.

Authors:  Samuel A Nastase; Valeria Gazzola; Uri Hasson; Christian Keysers
Journal:  Soc Cogn Affect Neurosci       Date:  2019-08-07       Impact factor: 3.436

4.  The Role of Visual Experience in Individual Differences of Brain Connectivity.

Authors:  Sriparna Sen; Nanak Nihal Khalsa; Ningcong Tong; Smadar Ovadia-Caro; Xiaoying Wang; Yanchao Bi; Ella Striem-Amit
Journal:  J Neurosci       Date:  2022-05-19       Impact factor: 6.709

5.  Inferring Brain State Dynamics Underlying Naturalistic Stimuli Evoked Emotion Changes With dHA-HMM.

Authors:  Chenhao Tan; Xin Liu; Gaoyan Zhang
Journal:  Neuroinformatics       Date:  2022-03-04

6.  Limits of decoding mental states with fMRI.

Authors:  Rami Jabakhanji; Andrew D Vigotsky; Jannis Bielefeld; Lejian Huang; Marwan N Baliki; Giandomenico Iannetti; A Vania Apkarian
Journal:  Cortex       Date:  2022-01-31       Impact factor: 4.644

7.  Individualized Functional Subnetworks Connect Human Striatum and Frontal Cortex.

Authors:  Evan M Gordon; Timothy O Laumann; Scott Marek; Dillan J Newbold; Jacqueline M Hampton; Nicole A Seider; David F Montez; Ashley M Nielsen; Andrew N Van; Annie Zheng; Ryland Miller; Joshua S Siegel; Benjamin P Kay; Abraham Z Snyder; Deanna J Greene; Bradley L Schlaggar; Steven E Petersen; Steven M Nelson; Nico U F Dosenbach
Journal:  Cereb Cortex       Date:  2022-06-16       Impact factor: 4.861

Review 8.  Idiosynchrony: From shared responses to individual differences during naturalistic neuroimaging.

Authors:  Emily S Finn; Enrico Glerean; Arman Y Khojandi; Dylan Nielson; Peter J Molfese; Daniel A Handwerker; Peter A Bandettini
Journal:  Neuroimage       Date:  2020-04-07       Impact factor: 6.556

Review 9.  Movies in the magnet: Naturalistic paradigms in developmental functional neuroimaging.

Authors:  Tamara Vanderwal; Jeffrey Eilbott; F Xavier Castellanos
Journal:  Dev Cogn Neurosci       Date:  2018-11-20       Impact factor: 6.464

Review 10.  Hyperalignment: Modeling shared information encoded in idiosyncratic cortical topographies.

Authors:  James V Haxby; J Swaroop Guntupalli; Samuel A Nastase; Ma Feilong
Journal:  Elife       Date:  2020-06-02       Impact factor: 8.140

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