Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRI

Background: Transcranial B-mode sonography (TCS) can detect hyperechogenic speckles in the area of the substantia nigra (SN) in Parkinson's disease (PD). These speckles correlate with iron accumulation in the SN tissue, but an exact volumetric localization in and around the SN is still unknown....

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Main Authors: Seyed-Ahmad Ahmadi, Kai Bötzel, Johannes Levin, Juliana Maiostre, Tassilo Klein, Wolfgang Wein, Verena Rozanski, Olaf Dietrich, Birgit Ertl-Wagner, Nassir Navab, Annika Plate
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:NeuroImage: Clinical
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2213158220300231
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spelling doaj-ec84c9938eb9460297c2fa080ddb1c362020-11-25T02:11:12ZengElsevierNeuroImage: Clinical2213-15822020-01-0126Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRISeyed-Ahmad Ahmadi0Kai Bötzel1Johannes Levin2Juliana Maiostre3Tassilo Klein4Wolfgang Wein5Verena Rozanski6Olaf Dietrich7Birgit Ertl-Wagner8Nassir Navab9Annika Plate10Department of Neurology, Ludwig-Maximilians University, Marchioninistraße 15, Munich 81377, Germany; German Center for Vertigo and Balance Disorders (DSGZ), Ludwig-Maximilians University, Marchioninistraße 15, Munich 81377, Germany; Chair for Computer Aided Medical Procedures (CAMP), Technical University of Munich, Boltzmannstr. 3, Garching 85748, GermanyDepartment of Neurology, Ludwig-Maximilians University, Marchioninistraße 15, Munich 81377, GermanyDepartment of Neurology, Ludwig-Maximilians University, Marchioninistraße 15, Munich 81377, GermanyDepartment of Neurology, Ludwig-Maximilians University, Marchioninistraße 15, Munich 81377, GermanySAP ML Research, Berlin, GermanyImFusion GmbH, Agnes-Pockels-Bogen 1, München 80992, GermanyKlinik Haag i. OB, Haag i. OB 83527, GermanyDepartment of Radiology, Ludwig-Maximilians University, Marchioninistr. 15, Munich 81377, GermanyDepartment of Radiology, Ludwig-Maximilians University, Marchioninistr. 15, Munich 81377, Germany; The Hospital for Sick Children, 555 University Avenue, Toronto, Ontario M5G 1 × 8, CanadaChair for Computer Aided Medical Procedures (CAMP), Technical University of Munich, Boltzmannstr. 3, Garching 85748, GermanyDepartment of Neurology, Ludwig-Maximilians University, Marchioninistraße 15, Munich 81377, Germany; Corresponding author.Background: Transcranial B-mode sonography (TCS) can detect hyperechogenic speckles in the area of the substantia nigra (SN) in Parkinson's disease (PD). These speckles correlate with iron accumulation in the SN tissue, but an exact volumetric localization in and around the SN is still unknown. Areas of increased iron content in brain tissue can be detected in vivo with magnetic resonance imaging, using quantitative susceptibility mapping (QSM). Methods: In this work, we i) acquire, co-register and transform TCS and QSM imaging from a cohort of 23 PD patients and 27 healthy control subjects into a normalized atlas template space and ii) analyze and compare the 3D spatial distributions of iron accumulation in the midbrain, as detected by a signal increase (TCS+ and QSM+) in both modalities. Results: We achieved sufficiently accurate intra-modal target registration errors (TRE<1 mm) for all MRI volumes and multi-modal TCS-MRI co-localization (TRE<4 mm) for 66.7% of TCS scans. In the caudal part of the midbrain, enlarged TCS+ and QSM+ areas were located within the SN pars compacta in PD patients in comparison to healthy controls. More cranially, overlapping TCS+ and QSM+ areas in PD subjects were found in the area of the ventral tegmental area (VTA). Conclusion: Our findings are concordant with several QSM-based studies on iron-related alterations in the area SN pars compacta. They substantiate that TCS+ is an indicator of iron accumulation in Parkinson's disease within and in the vicinity of the SN. Furthermore, they are in favor of an involvement of the VTA and thereby the mesolimbic system in Parkinson's disease.http://www.sciencedirect.com/science/article/pii/S2213158220300231Parkinson's diseaseTranscranial sonographyQuantitative susceptibility mappingSubstantia nigraMulti-modal registration
collection DOAJ
language English
format Article
sources DOAJ
author Seyed-Ahmad Ahmadi
Kai Bötzel
Johannes Levin
Juliana Maiostre
Tassilo Klein
Wolfgang Wein
Verena Rozanski
Olaf Dietrich
Birgit Ertl-Wagner
Nassir Navab
Annika Plate
spellingShingle Seyed-Ahmad Ahmadi
Kai Bötzel
Johannes Levin
Juliana Maiostre
Tassilo Klein
Wolfgang Wein
Verena Rozanski
Olaf Dietrich
Birgit Ertl-Wagner
Nassir Navab
Annika Plate
Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRI
NeuroImage: Clinical
Parkinson's disease
Transcranial sonography
Quantitative susceptibility mapping
Substantia nigra
Multi-modal registration
author_facet Seyed-Ahmad Ahmadi
Kai Bötzel
Johannes Levin
Juliana Maiostre
Tassilo Klein
Wolfgang Wein
Verena Rozanski
Olaf Dietrich
Birgit Ertl-Wagner
Nassir Navab
Annika Plate
author_sort Seyed-Ahmad Ahmadi
title Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRI
title_short Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRI
title_full Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRI
title_fullStr Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRI
title_full_unstemmed Analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in Parkinson's disease: A multi-modal atlas study with transcranial ultrasound and MRI
title_sort analyzing the co-localization of substantia nigra hyper-echogenicities and iron accumulation in parkinson's disease: a multi-modal atlas study with transcranial ultrasound and mri
publisher Elsevier
series NeuroImage: Clinical
issn 2213-1582
publishDate 2020-01-01
description Background: Transcranial B-mode sonography (TCS) can detect hyperechogenic speckles in the area of the substantia nigra (SN) in Parkinson's disease (PD). These speckles correlate with iron accumulation in the SN tissue, but an exact volumetric localization in and around the SN is still unknown. Areas of increased iron content in brain tissue can be detected in vivo with magnetic resonance imaging, using quantitative susceptibility mapping (QSM). Methods: In this work, we i) acquire, co-register and transform TCS and QSM imaging from a cohort of 23 PD patients and 27 healthy control subjects into a normalized atlas template space and ii) analyze and compare the 3D spatial distributions of iron accumulation in the midbrain, as detected by a signal increase (TCS+ and QSM+) in both modalities. Results: We achieved sufficiently accurate intra-modal target registration errors (TRE<1 mm) for all MRI volumes and multi-modal TCS-MRI co-localization (TRE<4 mm) for 66.7% of TCS scans. In the caudal part of the midbrain, enlarged TCS+ and QSM+ areas were located within the SN pars compacta in PD patients in comparison to healthy controls. More cranially, overlapping TCS+ and QSM+ areas in PD subjects were found in the area of the ventral tegmental area (VTA). Conclusion: Our findings are concordant with several QSM-based studies on iron-related alterations in the area SN pars compacta. They substantiate that TCS+ is an indicator of iron accumulation in Parkinson's disease within and in the vicinity of the SN. Furthermore, they are in favor of an involvement of the VTA and thereby the mesolimbic system in Parkinson's disease.
topic Parkinson's disease
Transcranial sonography
Quantitative susceptibility mapping
Substantia nigra
Multi-modal registration
url http://www.sciencedirect.com/science/article/pii/S2213158220300231
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