Publications – Multimodal & Computational Neuroimaging Laboratory

2021

Single-neuron firing cascades underlie global spontaneous brain events. Liu X, Leopold DA, Yang Y. Proc Natl Acad Sci U S A. 2021 Nov 23;118(47):e2105395118. doi: 10.1073/pnas.2105395118
Decoupling of global brain activity and cerebrospinal fluid flow in Parkinson’s cognitive decline. Han F, Brown GL, Zhu Y, Belkin-Rosen AE, Lewis MM, Du G, Gu Y, Eslinger PJ, Mailman RB, Huang X, and Liu X. Movement Disorders. 2021 Sep;36(9):2066-2076. doi: 10.1002/mds.28643. Epub 2021 May 17.
Reduced coupling between cerebrospinal fluid flow and global brain activity is linked to Alzheimer’s disease related pathology. Han F, Chen J, Belkin-Rosen A, Gu Y, Luo L, Buxton OM, and Liu X. PLOS Biology. 2021 Jun 1;19(6):e3001233. doi: 10.1371/journal.pbio.3001233.
Brain Activity Fluctuations Propagate as Waves Traversing the Cortical Hierarchy.Gu Y, Sainburg LE, Kuang S, Han F, Williams JW, Liu Y, Zhang N, Zhang X, Leopold DA, and Liu X. Cereb Cortex. 2021 Apr 15; bhab064. doi: 10.1093/cercor/bhab064.

Arousal Contributions to Resting-State fMRI Connectivity and Dynamics. Han F, Gu Y, and Liu X. Front Neurosci. 2019; 13: 1190. Published online 2019 Nov 5. doi: 10.3389/fnins.2019.01190
A Neurophysiological Event of Arousal Modulation May Underlie fMRI-EEG Correlations. Gu Y, Han F, and Liu X. Front Neurosci. 2019; 13: 823. Published online 2019 Aug 7. doi: 10.3389/fnins.2019.00823
Spatio-Temporal Attentive RNN for Node Classification in Temporal Attributed Graphs. Xu D, Cheng W, Luo D, Liu X, and Zhang X. IJCAI 2019. 2019 Pages 3947-3953. doi:10.24963/ijcai.2019/548.
All-night Functional Magnetic Resonance Imaging Sleep Studies. Moehlman TM, de Zwart JA, Chappel-Farley MG, Liu X, McClain IB, Chang C, Mandelkow H, Özbay PS, Johnson NL, Bieber RE, Fernandez KA, King KA, Zalewski CK, Brewer CC, van Gelderen P, Duyn JH, Picchioni D. J Neurosci Methods 2019 Mar 15;316:83-98. doi: 10.1016/j.jneumeth.2018.09.019.

Subcortical evidence for a contribution of arousal to fMRI studies of brain activity. Liu X, de Zwart JA, Schölvinck ML, Chang C, Ye FQ, Leopold DA, and Duyn JH. Nature Communications. 2018 Jan 26;9(1):395. doi:10.1038/s41467-017-02815-3.
Co-activation patterns in resting-state fMRI signals. X Liu, N Zhang, C Chang, and J H Duyn. NeuroImage. 2018 Oct 15;180(Pt B):485-494. doi:10.1016/j.neuroimage.2018.01.041.
Co-Regularized Deep Multi-Network Embedding. Ni J, Chang S, Liu X, Cheng W, Chen H, Xu D, and Zhang X.The Web Conference 2018 2018 Pages 469–478. doi:10.1145/3178876.3186113.

Tracking brain arousal fluctuations with fMRI. C Chang, D A Leopold, M L Scholvinck, H Mandelkow, D Picchioni, X Liu, F Q Ye, J N Turchi, and J H Duyn. Proceedings of the National Academy of Sciences of the United States of America. 2016 Apr 19;113(16):4518-23. doi: 10.1073/pnas.1520613113.

Arousal transitions in sleep, wakefulness, and anesthesia are characterized by an orderly sequence of cortical events. X Liu, T Yanagawa, D A Leopold, C Chang, H Ishida, N Fujii, and J H Duyn. NeuroImage. 2015 Aug 1;116:222-31. doi: 10.1016/j.neuroimage.2015.04.003.
Dynamic resting state functional connectivity in awake and anesthetized rodents. Zhifeng Liang, Xiao Liu, and Nanyin Zhang. NeuroImage. 2015 Jan 1;104:89-99. doi: 10.1016/j.neuroimage.2014.10.013.

Robust Long-Range Coordination of Spontaneous Neural Activity in Waking, Sleep and Anesthesia. X Liu, T Yanagawa, D A Leopold, N Fujii, and J H Duyn. Cerebral Cortex. 2015 Sep;25(9):2929-38. doi: 10.1093/cercor/bhu089.

Time-Varying Functional Network Information Extracted from Brief Instances of Spontaneous Brain Activity. X Liu and J H Duyn. Proceedings of the National Academy of Sciences of the United States of America. 2013 Mar 12;110(11):4392-7. doi: 10.1073/pnas.1216856110.
Decomposition of spontaneous brain activity into distinct fMRI co-activation patterns. Xiao Liu, Catie Chang, and Jeff H Duyn. Frontiers in Systems Neuroscience. 2013 Dec 4;7:101. doi: 10.3389/fnsys.2013.00101.
EEG correlates of time-varying BOLD functional connectivity. Catie Chang, Zhongming Liu, Michael C. Chen, Xiao Liu, and Jeff H. Duyn. NeuroImage. 2013 May 15;72:227-36. doi: 10.1016/j.neuroimage.2013.01.049.
The change of functional connectivity specificity in rats under various anesthesia levels and its neural origin. Xiao Liu, Xiao Hong Zhu, Yi Zhang, and Wei Chen. Brain Topography. 2013 Jul;26(3):363-77. doi: 10.1007/s10548-012-0267-5.

A correlation-matrix-based hierarchical clustering method for functional connectivity analysis. X Liu, X H Zhu, P Qiu, and W Chen. Journal of Neuroscience Methods.2012 Oct 15;211(1):94-102. doi: 10.1016/j.jneumeth.2012.08.016.
Quantitative imaging of energy expenditure in human brain. Xiao-Hong Zhu, Hongyan Qiao, Fei Du, Qiang Xiong, Xiao Liu, Xiaoliang Zhang, Kamil Ugurbil, and Wei Chen. NeuroImage. 2012 May 1;60(4):2107-17. doi: 10.1016/j.neuroimage.2012.02.013.

Baseline BOLD correlation predicts individuals’ stimulus-evoked BOLD responses. X Liu, X H Zhu, and W Chen. NeuroImage. 2011 Feb 1;54(3):2278-86. doi: 10.1016/j.neuroimage.2010.10.001.
Distinction in Coherent Neural Network Between Resting and Working Brain States. Xiao Liu, Xiao-Hong Zhu, and Wei Chen. Brain Connectivity. 2011;1(5):377-88. doi: 10.1089/brain.2011.0044.

Functional MRI study of brain function under resting and activated states. W Chen, X Liu, X H Zhu, and N Zhang. Conf Proc IEEE Eng Med Biol Soc. 2009;2009:4061-3. doi: 10.1109/IEMBS.2009.5333175.