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Browsing by Author "Nair, Vidhya Vijayakrishnan"
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Item Brain network hypersensitivity underlies pain crises in sickle cell disease(Springer Nature, 2024-03-27) Joo, Pangyu; Kim, Minkyung; Kish, Brianna; Nair, Vidhya Vijayakrishnan; Tong, Yunjie; Liu, Ziyue; O’Brien, Andrew R. W.; Harte, Steven E.; Harris, Richard E.; Lee, UnCheol; Wang, Ying; Biostatistics and Health Data Science, School of MedicineSickle cell disease (SCD) is a genetic disorder causing painful and unpredictable Vaso-occlusive crises (VOCs) through blood vessel blockages. In this study, we propose explosive synchronization (ES) as a novel approach to comprehend the hypersensitivity and occurrence of VOCs in the SCD brain network. We hypothesized that the accumulated disruptions in the brain network induced by SCD might lead to strengthened ES and hypersensitivity. We explored ES's relationship with patient reported outcome measures (PROMs) as well as VOCs by analyzing EEG data from 25 SCD patients and 18 matched controls. SCD patients exhibited lower alpha frequency than controls. SCD patients showed correlation between frequency disassortativity (FDA), an ES condition, and three important PROMs. Furthermore, stronger FDA was observed in SCD patients with a higher frequency of VOCs and EEG recording near VOC. We also conducted computational modeling on SCD brain network to study FDA's role in network sensitivity. Our model demonstrated that a stronger FDA could be linked to increased sensitivity and frequency of VOCs. This study establishes connections between SCD pain and the universal network mechanism, ES, offering a strong theoretical foundation. This understanding will aid predicting VOCs and refining pain management for SCD patients.Item Human CSF movement influenced by vascular low frequency oscillations and respiration(Frontiers Media, 2022-08-19) Nair, Vidhya Vijayakrishnan; Kish, Brianna R.; Inglis, Ben; Yang, Ho-Ching (Shawn); Wright, Adam M.; Wu, Yu-Chien; Zhou, Xiaopeng; Schwichtenberg, Amy J.; Tong, Yunjie; Radiology and Imaging Sciences, School of MedicineCerebrospinal fluid (CSF) movement through the pathways within the central nervous system is of high significance for maintaining normal brain health and function. Low frequency hemodynamics and respiration have been shown to drive CSF in humans independently. Here, we hypothesize that CSF movement may be driven simultaneously (and in synchrony) by both mechanisms and study their independent and coupled effects on CSF movement using novel neck fMRI scans. Caudad CSF movement at the fourth ventricle and hemodynamics of the major neck blood vessels (internal carotid arteries and internal jugular veins) was measured from 11 young, healthy volunteers using novel neck fMRI scans with simultaneous measurement of respiration. Two distinct models of CSF movement (1. Low-frequency hemodynamics and 2. Respiration) and possible coupling between them were investigated. We show that the dynamics of brain fluids can be assessed from the neck by studying the interrelationships between major neck blood vessels and the CSF movement in the fourth ventricle. We also demonstrate that there exists a cross-frequency coupling between these two separable mechanisms. The human CSF system can respond to multiple coupled physiological forces at the same time. This information may help inform the pathological mechanisms behind CSF movement-related disorders.