Postmortem neuropathological examination, while the gold standard for diagnosing neurodegenerative diseases, often relies on limited regional sampling that may miss critical areas affected by Alzheimer's disease and related disorders. Ultra-high resolution postmortem MRI can help identify regions that fall outside the diagnostic sampling criteria for additional histopathologic evaluation. However, there are no standardized guidelines for integrating histology and MRI in a traditional brain bank. We developed a comprehensive protocol for whole hemisphere postmortem 7T MRI-guided histopathological sampling with whole-slide digital imaging and histopathological analysis, providing a reliable pipeline for high-volume brain banking in heterogeneous brain tissue. Our method uses patient-specific 3D printed molds built from postmortem MRI, allowing standardized tissue processing with a permanent spatial reference frame. To facilitate pathology-MRI association studies, we created a semi-automated MRI to histology registration pipeline and developed a quantitative pathology scoring system using weakly supervised deep learning. We validated this protocol on a cohort of 29 brains with diagnosis on the AD spectrum that revealed correlations between cortical thickness and phosphorylated tau accumulation. This pipeline has broad applicability across neuropathological research and brain banking, facilitating large-scale studies that integrate histology with neuroimaging. The innovations presented here provide a scalable and reproducible approach to studying postmortem brain pathology, with implications for advancing diagnostic and therapeutic strategies for Alzheimer's disease and related disorders.
Operationalizing postmortem pathology-MRI association studies in Alzheimer's disease and related disorders with MRI-guided histology sampling.
利用 MRI 引导的组织学取样,将阿尔茨海默病及相关疾病的死后病理学-MRI 关联研究付诸实践
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作者:Athalye Chinmayee, Bahena Alejandra, Khandelwal Pulkit, Emrani Sheina, Trotman Winifred, Levorse Lisa M, Khodakarami Zahra, Ohm Daniel T, Teunissen-Bermeo Eric, Capp Noah, Sadaghiani Shokufeh, Arezoumandan Sanaz, Lim Sydney A, Prabhakaran Karthik, Ittyerah Ranjit, Robinson John L, Schuck Theresa, Lee Edward B, Tisdall M Dylan, Das Sandhitsu R, Wolk David A, Irwin David J, Yushkevich Paul A
| 期刊: | Acta Neuropathologica Communications | 影响因子: | 5.700 |
| 时间: | 2025 | 起止号: | 2025 May 28; 13(1):120 |
| doi: | 10.1186/s40478-025-02030-y | 研究方向: | 神经科学 |
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