A dual-modality workflow for quantifying microvascular structure in human temporal lobe epilepsy
IBRO Neuroscience Reports, vol. 21, pp. 710–719
Abstract
Microvascular remodeling is implicated in the pathophysiology of drug-resistant temporal lobe epilepsy (TLE). However, characterizing these changes in adult human surgical tissue is methodologically limited by the accumulation of lipofuscin, an autofluorescent pigment that obscures microvascular structures and confounds standard automated quantification. To address this, we developed a dual-modality workflow optimized for archival human tissue obtained from drug-resistant TLE patients and one post-mortem control. This approach integrates hematoxylin and eosin (H&E) staining for precise anatomical subfield delineation with lectin-based fluorescence imaging and spectral unmixing, a computational technique that separates specific vascular signals from overlapping lipofuscin autofluorescence. Using QuPath, an open-source image analysis platform, we validated the accuracy of this automated workflow by comparing the microvascular area fraction (MAF) against manual ground-truth annotations in randomized regions of interest. The automated workflow demonstrated excellent concordance with manual assessment (Spearman's ρ = 0.997, p < 0.001). Application of this method to a cohort of TLE patients revealed substantial inter-patient heterogeneity. Exploratory analysis showed a positive but non-significant association between hippocampal MAF and preoperative seizure frequency (ρ = 0.68, p = 0.14), suggesting a possible relationship that requires confirmation in larger cohorts. Furthermore, the workflow successfully resolved subfield-specific vascular heterogeneity within sclerotic tissue that is typically obscured by whole-region average morphometry. This study establishes a robust, spectrally-unmixed morphometry pipeline that effectively resolves lipofuscin artifacts in adult human brain tissue, providing a necessary methodological foundation for future pathology-stratified investigations into cerebrovascular remodeling in epilepsy.
Authors 11
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Ziyu Xu corresponding
Affiliation as printed
Department of Genetics & Cell Biology, Maastricht University, Maastricht, the Netherlands
Mental Health and Neuroscience Research Institute (MHeNS), Maastricht University, Maastricht, the Netherlands
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Affiliation as printed
Department of Genetics & Cell Biology, Maastricht University, Maastricht, the Netherlands
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Affiliation as printed
Department of Genetics & Cell Biology, Maastricht University, Maastricht, the Netherlands
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Affiliation as printed
Department of Genetics & Cell Biology, Maastricht University, Maastricht, the Netherlands
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Maastricht University Medical Centre · Maastricht University
Affiliation as printed
Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
Mental Health and Neuroscience Research Institute (MHeNS), Maastricht University, Maastricht, the Netherlands
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Maastricht University Medical Centre · Maastricht University
Affiliation as printed
Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
Mental Health and Neuroscience Research Institute (MHeNS), Maastricht University, Maastricht, the Netherlands
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Maastricht University Medical Centre · Maastricht University · Kempenhaeghe
Affiliation as printed
Academic Centre for Epileptology (ACE), Maastricht University Medical Centre and Kempenhaeghe, Heeze, Maastricht, the Netherlands
Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
Mental Health and Neuroscience Research Institute (MHeNS), Maastricht University, Maastricht, the Netherlands
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Maastricht University Medical Centre · Maastricht University
Affiliation as printed
Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
Mental Health and Neuroscience Research Institute (MHeNS), Maastricht University, Maastricht, the Netherlands
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Maastricht University · Universitätsklinikum Aachen · RWTH Aachen University
Affiliation as printed
Cardiovascular Research Institute Maastricht (CARIM), Research Institute for Oncology and Reproduction (GROW), Maastricht University, Maastricht, the Netherlands
Department of Genetics & Cell Biology, Maastricht University, Maastricht, the Netherlands
Institute for Molecular Cardiovascular Research (IMCAR), University Hospital RWTH Aachen, Aachen, Germany
Mental Health and Neuroscience Research Institute (MHeNS), Maastricht University, Maastricht, the Netherlands
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Maastricht University Medical Centre · Maastricht University · Kempenhaeghe
Affiliation as printed
Academic Centre for Epileptology (ACE), Maastricht University Medical Centre and Kempenhaeghe, Heeze, Maastricht, the Netherlands
Center for Integrative Neuroscience Maastricht (CIN), Maastricht University, Maastricht, the Netherlands
Department of Neurosurgery, Maastricht University Medical Center, Maastricht, the Netherlands
Mental Health and Neuroscience Research Institute (MHeNS), Maastricht University, Maastricht, the Netherlands
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Dimitrios Kapsokalyvas Aachen Light Microscopy Facility Interdisciplinary Center for Clinical Research (IZKF)
Maastricht University · Universitätsklinikum Aachen · RWTH Aachen University
Affiliation as printed
Department of Genetics & Cell Biology, Maastricht University, Maastricht, the Netherlands
Light Microscopy Facility, Interdisciplinary Center for Clinical Research (IZKF), University Hospital RWTH Aachen, Aachen, Germany
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