@article{59c161e99f0f476986727f0a6bfad644,
title = "Comparing model-based cerebrovascular physiomarkers with DTI biomarkers in MCI patients",
abstract = "Objective: To compare the novel model-based hemodynamic physiomarker of Dynamic Vasomotor Reactivity (DVR) with biomarkers based on Diffusion Tensor Imaging (DTI) and some widely used neurocognitive scores in terms of their ability to delineate patients with amnestic Mild Cognitive Impairment (MCI) from age-matched cognitively normal controls. Materials & Methods: The model-based DVR and MRI-based DTI markers were obtained from 36 patients with amnestic MCI and 16 age-matched controls without cognitive impairment, for whom widely used neurocognitive scores were available. These markers and scores were subsequently compared in terms of statistical delineation between patients and controls. Results: It was found that statistically significant delineation between MCI patients and controls was comparable for DVR or DTI markers (p < 0.01). The performance of both types of markers was consistent with the scores of some (but not all) widely used neurocognitive tests. Conclusion: Since DTI offers a measure of cerebral white matter integrity, the results suggest that the model-based hemodynamic marker of DVR may correlate with cognitive impairment due to white matter lesions. This finding is consistent with the hypothesis that dysregulation of cerebral microcirculation may be an early cause of cognitive impairment, which has been recently corroborated by several studies.",
keywords = "Alzheimer's disease, cerebral flow regulation, diffusion tensor imaging, hemodynamic physiomarkers, mild cognitive impairment, model-based diagnostic physiomarkers",
author = "Marmarelis, {Vasilis Z.} and Shin, {Dae C.} and Takashi Tarumi and Rong Zhang",
note = "Funding Information: This work was supported in part by the NIH grants P41-EB001978 & R01-AG058162 to the University of Southern California and R01-AG033106 to the UT Southwestern Medical Center in Dallas. Each of the co-authors contributed significantly to the submitted work as follows: VZM designed and supervised the implementation of the analysis methodology regarding the DVR physiomarker and its comparison with the DTI biomarkers and neurocognitive scores, and wrote the main portions of the manuscript; DCS implemented the analysis methodology regarding the DVR physiomarker and its comparison with the DTI biomarkers and neurocognitive scores (under the supervision of VZM) and prepared the final results/figures in connection with this analysis; TT performed the collection and analysis of the MRI-DTI imaging data and their correlation with DVR; RZ collaborated with VZM on the design and execution of the entire study, and supervised the analysis of the DTI and neurocognitive data. Funding Information: This work was supported in part by the NIH grants P41‐EB001978 & R01‐AG058162 to the University of Southern California and R01‐AG033106 to the UT Southwestern Medical Center in Dallas. Each of the co‐authors contributed significantly to the submitted work as follows: VZM designed and supervised the implementation of the analysis methodology regarding the DVR physiomarker and its comparison with the DTI biomarkers and neurocognitive scores, and wrote the main portions of the manuscript; DCS implemented the analysis methodology regarding the DVR physiomarker and its comparison with the DTI biomarkers and neurocognitive scores (under the supervision of VZM) and prepared the final results/figures in connection with this analysis; TT performed the collection and analysis of the MRI‐DTI imaging data and their correlation with DVR; RZ collaborated with VZM on the design and execution of the entire study, and supervised the analysis of the DTI and neurocognitive data. Publisher Copyright: {\textcopyright} 2019 The Authors. Brain and Behavior published by Wiley Periodicals, Inc.",
year = "2019",
month = aug,
doi = "10.1002/brb3.1356",
language = "English (US)",
volume = "9",
journal = "Brain and Behavior",
issn = "2157-9032",
publisher = "John Wiley and Sons Inc.",
number = "8",
}