Alzheimer's disease;
neuropathology;
neuroimaging;
functional connectivity;
accuracy;
precision;
ASSOCIATION GUIDELINES;
NATIONAL INSTITUTE;
DEFINED SUBTYPES;
REGISTRATION;
ROBUST;
OPTIMIZATION;
D O I:
10.3389/fnins.2021.693242
中图分类号:
Q189 [神经科学];
学科分类号:
071006 ;
摘要:
Introduction: The study of Alzheimer's disease investigates topographic patterns of degeneration in the context of connected networks comprised of functionally distinct domains using increasingly sophisticated molecular techniques. Therefore, obtaining high precision and accuracy of neuropathologic tissue sampling will enhance the reliability of molecular studies and contribute to the understanding of Alzheimer's disease pathology. Neuroimaging tools can help assess these aspects of current sampling protocols as well as contribute directly to their improvement. Methods: Using a virtual sampling method on magnetic resonance images (MRIs) from 35 participants (21 women), we compared the precision and accuracy of traditional neuropathologic vs. neuroimaging-guided sampling. The impact of the resulting differences was assessed by evaluating the functional connectivity pattern of regions selected by each approach. Results: Virtual sampling using the traditional neuropathologic approach had low neuroanatomical precision and accuracy for all cortical regions tested. Neuroimaging-guided strategies narrowed these gaps. Discrepancies in the location of traditional and neuroimaging-guided samples corresponded to differences in fMRI measures of functional connectivity. Discussion: Integrating neuroimaging tools with the neuropathologic assessment will improve neuropathologic-neuroimaging correlations by helping to ensure specific functional domains are accurately sampled for quantitative molecular neuropathologic applications. Our neuroimaging-based simulation of current sampling practices provides a benchmark of precision and accuracy against which to measure improvements when using novel tissue sampling approaches. Our results suggest that relying on gross landmarks alone to select samples at autopsy leads to significant variability, even when sampled by the same neuropathologist. Further, this exercise highlights how sampling precision could be enhanced if neuroimaging were integrated with the standard neuropathologic assessment. More accurate targeting and improved biological homogeneity of sampled brain tissue will facilitate the interpretation of neuropathological analyses in AD and the downstream research applications of brain tissue from biorepositories.
机构:
Kyoto Univ, Fac Med, Dept Brain Pathophysiol, Sakyo Ku, Kyoto 60601, JapanKyoto Univ, Fac Med, Dept Brain Pathophysiol, Sakyo Ku, Kyoto 60601, Japan
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Ahmanson Translat Imaging Div, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USA
Washington Univ, Div Neuroradiol, Mallinckrodt Inst Radiol, St Louis, MO 63110 USAUniv Calif Los Angeles, David Geffen Sch Med, Ahmanson Translat Imaging Div, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USA
Raji, Cyrus A.
Torosyan, Nare
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Ahmanson Translat Imaging Div, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Ahmanson Translat Imaging Div, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USA
Torosyan, Nare
Silverman, Daniel H. S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Ahmanson Translat Imaging Div, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Ahmanson Translat Imaging Div, Dept Mol & Med Pharmacol, Los Angeles, CA 90095 USA
机构:
Univ Toronto, Dept Psychiat, Toronto, ON, Canada
St Michaels Hosp, Mental Hlth Serv, Toronto, ON M5B 1W8, Canada
St Michaels Hosp, Li Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON M5B 1W8, CanadaCtr Addict & Mental Hlth, Geriatr Mental Hlth Program, Toronto, ON M6J 1H4, Canada
Fischer, Corinne E.
Schweizer, Tom A.
论文数: 0引用数: 0
h-index: 0
机构:
St Michaels Hosp, Li Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON M5B 1W8, Canada
St Michaels Hosp, Div Neurosurg, Toronto, ON M5B 1W8, Canada
Univ Toronto, Insitute Biomat & Biomed Engn, Toronto, ON, CanadaCtr Addict & Mental Hlth, Geriatr Mental Hlth Program, Toronto, ON M6J 1H4, Canada
机构:
Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R ChinaBeijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing 100875, Peoples R China
机构:
School of Public Health, Helen Wills Neuroscience Institute, University of California, Berkeley, BerkeleySchool of Public Health, Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley