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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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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