Multimodal assessment of white matter tracts in amyotrophic lateral sclerosis
Several quantitative magnetic resonance imaging (MRI) techniques have been proposed to investigate microstructural tissue changes in amyotrophic lateral sclerosis (ALS) including diffusion tensor imaging (DTI), magnetization transfer imaging, and R2* mapping. Here, in this study, we compared these t...
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description | Several quantitative magnetic resonance imaging (MRI) techniques have been proposed to investigate microstructural tissue changes in amyotrophic lateral sclerosis (ALS) including diffusion tensor imaging (DTI), magnetization transfer imaging, and R2* mapping. Here, in this study, we compared these techniques with regard to their capability for detecting ALS related white matter (WM) changes in the brain and their association with clinical findings. We examined 27 ALS patients and 35 age-matched healthy controls. MRI was performed at 3T, after which we analyzed the diffusion properties, the magnetization transfer ratio (MTR), and the effective transversal relaxation rate R2* in 18 WM tracts that were obtained by a fully automated segmentation technique. ALS patients, especially with a bulbar onset, showed a bilateral increase in radial and mean diffusivity, as well as a reduction in fractional anisotropy of the corticospinal tract (CST), and diffusion changes in the parietal and temporal superior longitudinal fasciculus. A reduction of the MTR was found in both CSTs and an R2* reduction was seen only in the left CST. Tract-specific diffusion properties were not related to clinical status in a cross-sectional manner but demonstrated some association with disease progression over three subsequent months. DTI reveals more widespread WM tissue changes than MTR and R2*. These changes are not restricted to the CST, but affect also other WM tracts (especially in patients with bulbar onset), and are associated with the short term course of the disease. |
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Here, in this study, we compared these techniques with regard to their capability for detecting ALS related white matter (WM) changes in the brain and their association with clinical findings. We examined 27 ALS patients and 35 age-matched healthy controls. MRI was performed at 3T, after which we analyzed the diffusion properties, the magnetization transfer ratio (MTR), and the effective transversal relaxation rate R2* in 18 WM tracts that were obtained by a fully automated segmentation technique. ALS patients, especially with a bulbar onset, showed a bilateral increase in radial and mean diffusivity, as well as a reduction in fractional anisotropy of the corticospinal tract (CST), and diffusion changes in the parietal and temporal superior longitudinal fasciculus. A reduction of the MTR was found in both CSTs and an R2* reduction was seen only in the left CST. Tract-specific diffusion properties were not related to clinical status in a cross-sectional manner but demonstrated some association with disease progression over three subsequent months. DTI reveals more widespread WM tissue changes than MTR and R2*. These changes are not restricted to the CST, but affect also other WM tracts (especially in patients with bulbar onset), and are associated with the short term course of the disease.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0178371</identifier><identifier>PMID: 28575122</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Adult ; Age ; Aged ; Amyotrophic lateral sclerosis ; Amyotrophic Lateral Sclerosis - diagnostic imaging ; Amyotrophic Lateral Sclerosis - pathology ; Anisotropy ; Automation ; Biology and Life Sciences ; Brain ; Brain - diagnostic imaging ; Brain - pathology ; Brain mapping ; Care and treatment ; Comparative analysis ; Cross sections ; Cross-Sectional Studies ; Development and progression ; Diagnosis ; Diffusion ; Diffusion Magnetic Resonance Imaging ; Diffusion Tensor Imaging ; Diffusivity ; Disease ; Female ; Humans ; Image processing ; Image segmentation ; Lateral diffusion ; Magnetic properties ; Magnetic resonance ; Magnetic Resonance Imaging ; Magnetization ; Male ; Mapping ; Medical research ; Medicine and Health Sciences ; Microstructure ; Middle Aged ; Multimodal Imaging ; Neuroimaging ; Neurology ; Neuromuscular diseases ; NMR ; Nuclear magnetic resonance ; Pathology ; Patients ; Physical Sciences ; Prospective Studies ; Pyramidal tracts ; Pyramidal Tracts - diagnostic imaging ; Pyramidal Tracts - pathology ; Research and Analysis Methods ; Resonance ; Scleroderma ; Segmentation ; Substantia alba ; White Matter - diagnostic imaging ; White Matter - pathology</subject><ispartof>PloS one, 2017-06, Vol.12 (6), p.e0178371-e0178371</ispartof><rights>COPYRIGHT 2017 Public Library of Science</rights><rights>2017 Borsodi et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2017 Borsodi et al 2017 Borsodi et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-e6aece9f6a1624ef21d10f1feee835fda0aca1f0c5e3163c6b519838f56c0ed23</citedby><cites>FETCH-LOGICAL-c692t-e6aece9f6a1624ef21d10f1feee835fda0aca1f0c5e3163c6b519838f56c0ed23</cites><orcidid>0000-0002-6598-5651</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5456080/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5456080/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,2102,2928,23866,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/28575122$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Wang, Yi</contributor><creatorcontrib>Borsodi, Florian</creatorcontrib><creatorcontrib>Culea, Valeriu</creatorcontrib><creatorcontrib>Langkammer, Christian</creatorcontrib><creatorcontrib>Khalil, Michael</creatorcontrib><creatorcontrib>Pirpamer, Lukas</creatorcontrib><creatorcontrib>Quasthoff, Stefan</creatorcontrib><creatorcontrib>Enzinger, Christian</creatorcontrib><creatorcontrib>Schmidt, Reinhold</creatorcontrib><creatorcontrib>Fazekas, Franz</creatorcontrib><creatorcontrib>Ropele, Stefan</creatorcontrib><title>Multimodal assessment of white matter tracts in amyotrophic lateral sclerosis</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Several quantitative magnetic resonance imaging (MRI) techniques have been proposed to investigate microstructural tissue changes in amyotrophic lateral sclerosis (ALS) including diffusion tensor imaging (DTI), magnetization transfer imaging, and R2* mapping. Here, in this study, we compared these techniques with regard to their capability for detecting ALS related white matter (WM) changes in the brain and their association with clinical findings. We examined 27 ALS patients and 35 age-matched healthy controls. MRI was performed at 3T, after which we analyzed the diffusion properties, the magnetization transfer ratio (MTR), and the effective transversal relaxation rate R2* in 18 WM tracts that were obtained by a fully automated segmentation technique. ALS patients, especially with a bulbar onset, showed a bilateral increase in radial and mean diffusivity, as well as a reduction in fractional anisotropy of the corticospinal tract (CST), and diffusion changes in the parietal and temporal superior longitudinal fasciculus. A reduction of the MTR was found in both CSTs and an R2* reduction was seen only in the left CST. Tract-specific diffusion properties were not related to clinical status in a cross-sectional manner but demonstrated some association with disease progression over three subsequent months. DTI reveals more widespread WM tissue changes than MTR and R2*. These changes are not restricted to the CST, but affect also other WM tracts (especially in patients with bulbar onset), and are associated with the short term course of the disease.</description><subject>Adult</subject><subject>Age</subject><subject>Aged</subject><subject>Amyotrophic lateral sclerosis</subject><subject>Amyotrophic Lateral Sclerosis - diagnostic imaging</subject><subject>Amyotrophic Lateral Sclerosis - pathology</subject><subject>Anisotropy</subject><subject>Automation</subject><subject>Biology and Life Sciences</subject><subject>Brain</subject><subject>Brain - diagnostic imaging</subject><subject>Brain - pathology</subject><subject>Brain mapping</subject><subject>Care and treatment</subject><subject>Comparative analysis</subject><subject>Cross sections</subject><subject>Cross-Sectional Studies</subject><subject>Development and progression</subject><subject>Diagnosis</subject><subject>Diffusion</subject><subject>Diffusion Magnetic Resonance Imaging</subject><subject>Diffusion Tensor Imaging</subject><subject>Diffusivity</subject><subject>Disease</subject><subject>Female</subject><subject>Humans</subject><subject>Image processing</subject><subject>Image segmentation</subject><subject>Lateral diffusion</subject><subject>Magnetic properties</subject><subject>Magnetic resonance</subject><subject>Magnetic Resonance Imaging</subject><subject>Magnetization</subject><subject>Male</subject><subject>Mapping</subject><subject>Medical research</subject><subject>Medicine and Health Sciences</subject><subject>Microstructure</subject><subject>Middle Aged</subject><subject>Multimodal Imaging</subject><subject>Neuroimaging</subject><subject>Neurology</subject><subject>Neuromuscular diseases</subject><subject>NMR</subject><subject>Nuclear magnetic resonance</subject><subject>Pathology</subject><subject>Patients</subject><subject>Physical Sciences</subject><subject>Prospective Studies</subject><subject>Pyramidal tracts</subject><subject>Pyramidal Tracts - diagnostic imaging</subject><subject>Pyramidal Tracts - pathology</subject><subject>Research and Analysis Methods</subject><subject>Resonance</subject><subject>Scleroderma</subject><subject>Segmentation</subject><subject>Substantia alba</subject><subject>White Matter - diagnostic imaging</subject><subject>White Matter - pathology</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqNkltrFDEUxwdR7EW_geiAIPqway6TZOZFKMXLQkvB22vIZk52s2Qma5LR9tub7U7LjvRB8pBw8jv_5JzzL4oXGM0xFfj9xg-hV26-9T3MERZ1Dj4qjnFDyYwTRB8fnI-Kkxg3CDFac_60OCI1EwwTclxcXg4u2c63ypUqRoixgz6V3pR_1jZB2amUIJQpKJ1iaftSdTc-Bb9dW106le9yYtQOgo82PiueGOUiPB_30-LHp4_fz7_MLq4-L87PLmaaNyTNgCvQ0BiuMCcVGIJbjAw2AFBTZlqFlFbYIM2AYk41XzLc1LQ2jGsELaGnxau97tb5KMdORIkbxKqaYywysdgTrVcbuQ22U-FGemXlbcCHlVQh2fxxKYSgbStAkOWyQozXyhjR4oazujWgq6z1YXxtWHbQ6tygXPVEdHrT27Vc-d-SVYyjGmWBt6NA8L8GiEl2NmpwTvXgh_2_BSV5ghl9_Q_6cHUjtVK5ANsbvxvQTlSeVU2FMGG3z84foPJqobM628bYHJ8kvJskZCbBdVqpIUa5-Pb1_9mrn1P2zQG7BuXSOno3JOv7OAWrPaiznWIAc99kjOTO9XfdkDvXy9H1Oe3l4YDuk-5sTv8ChZr-AA</recordid><startdate>20170602</startdate><enddate>20170602</enddate><creator>Borsodi, Florian</creator><creator>Culea, Valeriu</creator><creator>Langkammer, Christian</creator><creator>Khalil, Michael</creator><creator>Pirpamer, Lukas</creator><creator>Quasthoff, Stefan</creator><creator>Enzinger, Christian</creator><creator>Schmidt, Reinhold</creator><creator>Fazekas, Franz</creator><creator>Ropele, Stefan</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-6598-5651</orcidid></search><sort><creationdate>20170602</creationdate><title>Multimodal assessment of white matter tracts in amyotrophic lateral sclerosis</title><author>Borsodi, Florian ; Culea, Valeriu ; Langkammer, Christian ; Khalil, Michael ; Pirpamer, Lukas ; Quasthoff, Stefan ; Enzinger, Christian ; Schmidt, Reinhold ; Fazekas, Franz ; Ropele, Stefan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-e6aece9f6a1624ef21d10f1feee835fda0aca1f0c5e3163c6b519838f56c0ed23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adult</topic><topic>Age</topic><topic>Aged</topic><topic>Amyotrophic lateral sclerosis</topic><topic>Amyotrophic Lateral Sclerosis - diagnostic imaging</topic><topic>Amyotrophic Lateral Sclerosis - pathology</topic><topic>Anisotropy</topic><topic>Automation</topic><topic>Biology and Life Sciences</topic><topic>Brain</topic><topic>Brain - diagnostic imaging</topic><topic>Brain - pathology</topic><topic>Brain mapping</topic><topic>Care and treatment</topic><topic>Comparative analysis</topic><topic>Cross sections</topic><topic>Cross-Sectional Studies</topic><topic>Development and progression</topic><topic>Diagnosis</topic><topic>Diffusion</topic><topic>Diffusion Magnetic Resonance Imaging</topic><topic>Diffusion Tensor Imaging</topic><topic>Diffusivity</topic><topic>Disease</topic><topic>Female</topic><topic>Humans</topic><topic>Image processing</topic><topic>Image segmentation</topic><topic>Lateral diffusion</topic><topic>Magnetic properties</topic><topic>Magnetic resonance</topic><topic>Magnetic Resonance Imaging</topic><topic>Magnetization</topic><topic>Male</topic><topic>Mapping</topic><topic>Medical research</topic><topic>Medicine and Health Sciences</topic><topic>Microstructure</topic><topic>Middle Aged</topic><topic>Multimodal Imaging</topic><topic>Neuroimaging</topic><topic>Neurology</topic><topic>Neuromuscular diseases</topic><topic>NMR</topic><topic>Nuclear magnetic resonance</topic><topic>Pathology</topic><topic>Patients</topic><topic>Physical Sciences</topic><topic>Prospective Studies</topic><topic>Pyramidal tracts</topic><topic>Pyramidal Tracts - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Borsodi, Florian</au><au>Culea, Valeriu</au><au>Langkammer, Christian</au><au>Khalil, Michael</au><au>Pirpamer, Lukas</au><au>Quasthoff, Stefan</au><au>Enzinger, Christian</au><au>Schmidt, Reinhold</au><au>Fazekas, Franz</au><au>Ropele, Stefan</au><au>Wang, Yi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multimodal assessment of white matter tracts in amyotrophic lateral sclerosis</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2017-06-02</date><risdate>2017</risdate><volume>12</volume><issue>6</issue><spage>e0178371</spage><epage>e0178371</epage><pages>e0178371-e0178371</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Several quantitative magnetic resonance imaging (MRI) techniques have been proposed to investigate microstructural tissue changes in amyotrophic lateral sclerosis (ALS) including diffusion tensor imaging (DTI), magnetization transfer imaging, and R2* mapping. Here, in this study, we compared these techniques with regard to their capability for detecting ALS related white matter (WM) changes in the brain and their association with clinical findings. We examined 27 ALS patients and 35 age-matched healthy controls. MRI was performed at 3T, after which we analyzed the diffusion properties, the magnetization transfer ratio (MTR), and the effective transversal relaxation rate R2* in 18 WM tracts that were obtained by a fully automated segmentation technique. ALS patients, especially with a bulbar onset, showed a bilateral increase in radial and mean diffusivity, as well as a reduction in fractional anisotropy of the corticospinal tract (CST), and diffusion changes in the parietal and temporal superior longitudinal fasciculus. A reduction of the MTR was found in both CSTs and an R2* reduction was seen only in the left CST. Tract-specific diffusion properties were not related to clinical status in a cross-sectional manner but demonstrated some association with disease progression over three subsequent months. DTI reveals more widespread WM tissue changes than MTR and R2*. These changes are not restricted to the CST, but affect also other WM tracts (especially in patients with bulbar onset), and are associated with the short term course of the disease.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>28575122</pmid><doi>10.1371/journal.pone.0178371</doi><tpages>e0178371</tpages><orcidid>https://orcid.org/0000-0002-6598-5651</orcidid><oa>free_for_read</oa></addata></record> |
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source | MEDLINE; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; Public Library of Science (PLoS) Journals Open Access; PubMed Central; Free Full-Text Journals in Chemistry |
subjects | Adult Age Aged Amyotrophic lateral sclerosis Amyotrophic Lateral Sclerosis - diagnostic imaging Amyotrophic Lateral Sclerosis - pathology Anisotropy Automation Biology and Life Sciences Brain Brain - diagnostic imaging Brain - pathology Brain mapping Care and treatment Comparative analysis Cross sections Cross-Sectional Studies Development and progression Diagnosis Diffusion Diffusion Magnetic Resonance Imaging Diffusion Tensor Imaging Diffusivity Disease Female Humans Image processing Image segmentation Lateral diffusion Magnetic properties Magnetic resonance Magnetic Resonance Imaging Magnetization Male Mapping Medical research Medicine and Health Sciences Microstructure Middle Aged Multimodal Imaging Neuroimaging Neurology Neuromuscular diseases NMR Nuclear magnetic resonance Pathology Patients Physical Sciences Prospective Studies Pyramidal tracts Pyramidal Tracts - diagnostic imaging Pyramidal Tracts - pathology Research and Analysis Methods Resonance Scleroderma Segmentation Substantia alba White Matter - diagnostic imaging White Matter - pathology |
title | Multimodal assessment of white matter tracts in amyotrophic lateral sclerosis |
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