Background: Characterizing pathological and functional features of the preclinical stage of Alzheimer's Disease (AD) is essential as Amyloid beta (Aß) and tau, the pathological hallmarks of AD, start to accumulate years prior to the onset of clinical symptoms. Whether Aß and/or tau are related to the brain's ability to functionally reconfigure in time (functional flexibility) remains unclear despite its important role in behavior and cognition.
Method: We included 233 cognitively unimpaired individuals with family history of AD from the PREVENT-AD cohort who underwent both Positron Emission Tomography (PET) and functional Magnetic Resonance Imaging (fMRI). We computed the element-wise product of the BOLD fMRI timeseries of the 400 Schaefer atlas nodes as co-fluctuation matrices for the scan duration (all TRs). We then calculated the variabilities of the obtained co-fluctuations at the whole brain and network level (DMN and limbic as early susceptible networks in AD) and used these measures of variability as a proxy of functional flexibility. We also computed the average of the obtained co-fluctuation matrices, which mathematically corresponds to the Pearson correlation of the nodal timeseries pairs and used this as our marker of static functional connectivity (sFC). We then assessed the relationship between functional flexibility and sFC with the level of Aß (global index) and tau (temporal meta-ROIs), using those, both as continuous and dichotomized variables (Figure.1). Two thresholds were used for Aß, one associated with low Aß accumulation (centiloid of 18) and the other with significant Aß burden (centiloid of 40).
Result: No association was found between AD pathology and functional flexibility or sFC using AD pathology as continuous or dichotomized variables (Figure 2 and 3). However, the maximum range of functional flexibility values in individuals with significant Aß burden and high tau was about half the one found in individuals with low or no pathology, a result that was particularly striking with tau.
Conclusion: The absence of group difference suggests that functional flexibility cannot be used as a proxy of AD. While individuals with AD pathology have a low range of functional flexibility values, low values are also frequent in individuals with no pathology.
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http://dx.doi.org/10.1002/alz.094012 | DOI Listing |
JMIR Serious Games
January 2025
Department of Interaction Design, National Taipei University of Technology, Rm.701-4, Design Building, No.1, Sec.3, Chung-hsiao E. Rd, Taipei, 10608, Taiwan, 886 912-595408, 886 2-87732913.
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Adv Mater
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State Key Laboratory of Chemical Resource Engineering, College of Chemistry, Beijing University of Chemical Technology, Beijing, 100029, China.
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January 2025
Guangzhou Institute of Blue Energy, Knowledge City, Huangpu District, Guangzhou, 510555, P. R. China.
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View Article and Find Full Text PDFResearch (Wash D C)
June 2022
Wuhan National Laboratory for Optoelectronics (WNLO), Huazhong University of Science and Technology (HUST), Luoyu Road 1037, Wuhan 430074, China.
The development of smart wearable electronic devices puts forward higher requirements for future flexible electronics. The design of highly sensitive and high-performance flexible pressure sensors plays an important role in promoting the development of flexible electronic devices. Recently, MXenes with excellent properties have shown great potential in the field of flexible electronics.
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