Diffusion kurtosis imaging to detect amyloidosis in an APP/PS1 mouse model for Alzheimer's disease
Purpose Amyloid deposition in the brain is considered an initial event in the progression of Alzheimer's disease. We hypothesized that the presence of amyloid plaques in the brain of APP/presenilin 1 mice leads to higher diffusion kurtosis measures due to increased microstructural complexity. A...
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Veröffentlicht in: | Magnetic resonance in medicine 2013-04, Vol.69 (4), p.1115-1121 |
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creator | Vanhoutte, Greetje Pereson, Sandra Delgado y Palacios, Rafael Guns, Pieter-Jan Asselbergh, Bob Veraart, Jelle Sijbers, Jan Verhoye, Marleen Van Broeckhoven, Christine Van der Linden, Annemie |
description | Purpose
Amyloid deposition in the brain is considered an initial event in the progression of Alzheimer's disease. We hypothesized that the presence of amyloid plaques in the brain of APP/presenilin 1 mice leads to higher diffusion kurtosis measures due to increased microstructural complexity. As such, our purpose was to provide an in vivo proof of principle for detection of amyloidosis by diffusion kurtosis imaging (DKI).
Methods
APPKM670/671NL/presenilin 1 L166P mice (n = 5) and wild‐type littermates (n = 5) underwent DKI at the age of 16 months. Averaged diffusion and diffusion kurtosis parameters were obtained for multiple regions (hippocampus–cortex–thalamus–cerebellum). After DKI, mice were sacrificed for amyloid staining.
Results
Histograms of the frequency distribution of the DKI parameters tended to shift to higher values. After normalization of absolute values to the cerebellum, a nearly plaque‐free region, mean, radial, and axial diffusion kurtosis were significantly higher in APP/presenilin 1 mice as compared to wild‐type in the cortex and thalamus, regions demonstrating substantial amyloid staining.
Conclusion
The current study, although small‐scale, suggests increased DKI metrics, in the absence of alterations in diffusion tensor imaging metrics in the cortex and thalamus of APP/presenilin 1 mice with established amyloidosis. These results warrant further investigations on the potential of DKI as a sensitive marker for Alzheimer's disease. Magn Reson Med 69:1115–1121, 2013. © 2013 Wiley Periodicals, Inc. |
doi_str_mv | 10.1002/mrm.24680 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_1434033617</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1434033617</sourcerecordid><originalsourceid>FETCH-LOGICAL-c5250-9092a319e2c95ef1bf03ab8ee161c9d9c706a149ce8ea8bff615772e64f28c203</originalsourceid><addsrcrecordid>eNqFkU9v1DAQxS0EotvCgS-ALHEoHNK1Hcd_jqtCC6ILSwHt0XKScXGbxMVOBMunxyVtD0iIy8xhfvP0Zh5Czyg5ooSwZR_7I8aFIg_QglaMFazS_CFaEMlJUVLN99B-SpeEEK0lf4z2WMk110wsUP3aOzclHwZ8NcUxJJ-w7-2FHy7wGHALIzQjtv2uC76dpwO2A15tNsvNZ4r7MCXItYUOuxDxqvv1DXwP8TDh1iewCZ6gR852CZ7e9gP09eTNl-O3xdnH03fHq7OiqVhFCk00s9kssEZX4GjtSGlrBUAFbXSrG0mEpVw3oMCq2jlBKykZCO6YahgpD9DLWfc6hu8TpNH0PjXQdXaA7NJQXnJSloLK_6PZB1UVETSjL_5CL8MUh3zIDSW1UpKrTL2aqSaGlCI4cx3zG-POUGJuMjI5I_Mno8w-v1Wc6h7ae_IulAwsZ-CH72D3byWzPl_fSRbzhk8j_LzfsPHKCFnKymw_nJrtJybW59v3Zl3-BrZOqPI</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1317988748</pqid></control><display><type>article</type><title>Diffusion kurtosis imaging to detect amyloidosis in an APP/PS1 mouse model for Alzheimer's disease</title><source>MEDLINE</source><source>Access via Wiley Online Library</source><source>Wiley Online Library (Open Access Collection)</source><creator>Vanhoutte, Greetje ; Pereson, Sandra ; Delgado y Palacios, Rafael ; Guns, Pieter-Jan ; Asselbergh, Bob ; Veraart, Jelle ; Sijbers, Jan ; Verhoye, Marleen ; Van Broeckhoven, Christine ; Van der Linden, Annemie</creator><creatorcontrib>Vanhoutte, Greetje ; Pereson, Sandra ; Delgado y Palacios, Rafael ; Guns, Pieter-Jan ; Asselbergh, Bob ; Veraart, Jelle ; Sijbers, Jan ; Verhoye, Marleen ; Van Broeckhoven, Christine ; Van der Linden, Annemie</creatorcontrib><description>Purpose
Amyloid deposition in the brain is considered an initial event in the progression of Alzheimer's disease. We hypothesized that the presence of amyloid plaques in the brain of APP/presenilin 1 mice leads to higher diffusion kurtosis measures due to increased microstructural complexity. As such, our purpose was to provide an in vivo proof of principle for detection of amyloidosis by diffusion kurtosis imaging (DKI).
Methods
APPKM670/671NL/presenilin 1 L166P mice (n = 5) and wild‐type littermates (n = 5) underwent DKI at the age of 16 months. Averaged diffusion and diffusion kurtosis parameters were obtained for multiple regions (hippocampus–cortex–thalamus–cerebellum). After DKI, mice were sacrificed for amyloid staining.
Results
Histograms of the frequency distribution of the DKI parameters tended to shift to higher values. After normalization of absolute values to the cerebellum, a nearly plaque‐free region, mean, radial, and axial diffusion kurtosis were significantly higher in APP/presenilin 1 mice as compared to wild‐type in the cortex and thalamus, regions demonstrating substantial amyloid staining.
Conclusion
The current study, although small‐scale, suggests increased DKI metrics, in the absence of alterations in diffusion tensor imaging metrics in the cortex and thalamus of APP/presenilin 1 mice with established amyloidosis. These results warrant further investigations on the potential of DKI as a sensitive marker for Alzheimer's disease. Magn Reson Med 69:1115–1121, 2013. © 2013 Wiley Periodicals, Inc.</description><identifier>ISSN: 0740-3194</identifier><identifier>EISSN: 1522-2594</identifier><identifier>DOI: 10.1002/mrm.24680</identifier><identifier>PMID: 23494926</identifier><identifier>CODEN: MRMEEN</identifier><language>eng</language><publisher>United States: Blackwell Publishing Ltd</publisher><subject>Age ; Algorithms ; Alzheimer Disease - complications ; Alzheimer Disease - genetics ; Alzheimer Disease - pathology ; Alzheimer's disease ; Amyloid beta-Protein Precursor - genetics ; Amyloidosis - complications ; Amyloidosis - genetics ; Amyloidosis - pathology ; Animals ; diffusion kurtosis imaging ; Diffusion Magnetic Resonance Imaging - methods ; Image Enhancement - methods ; Image Interpretation, Computer-Assisted - methods ; Mice ; Mice, Transgenic ; mouse model ; Presenilin-1 - genetics ; Reproducibility of Results ; Sensitivity and Specificity</subject><ispartof>Magnetic resonance in medicine, 2013-04, Vol.69 (4), p.1115-1121</ispartof><rights>Copyright © 2013 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5250-9092a319e2c95ef1bf03ab8ee161c9d9c706a149ce8ea8bff615772e64f28c203</citedby><cites>FETCH-LOGICAL-c5250-9092a319e2c95ef1bf03ab8ee161c9d9c706a149ce8ea8bff615772e64f28c203</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fmrm.24680$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fmrm.24680$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,1433,27924,27925,45574,45575,46409,46833</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23494926$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Vanhoutte, Greetje</creatorcontrib><creatorcontrib>Pereson, Sandra</creatorcontrib><creatorcontrib>Delgado y Palacios, Rafael</creatorcontrib><creatorcontrib>Guns, Pieter-Jan</creatorcontrib><creatorcontrib>Asselbergh, Bob</creatorcontrib><creatorcontrib>Veraart, Jelle</creatorcontrib><creatorcontrib>Sijbers, Jan</creatorcontrib><creatorcontrib>Verhoye, Marleen</creatorcontrib><creatorcontrib>Van Broeckhoven, Christine</creatorcontrib><creatorcontrib>Van der Linden, Annemie</creatorcontrib><title>Diffusion kurtosis imaging to detect amyloidosis in an APP/PS1 mouse model for Alzheimer's disease</title><title>Magnetic resonance in medicine</title><addtitle>Magn. Reson. Med</addtitle><description>Purpose
Amyloid deposition in the brain is considered an initial event in the progression of Alzheimer's disease. We hypothesized that the presence of amyloid plaques in the brain of APP/presenilin 1 mice leads to higher diffusion kurtosis measures due to increased microstructural complexity. As such, our purpose was to provide an in vivo proof of principle for detection of amyloidosis by diffusion kurtosis imaging (DKI).
Methods
APPKM670/671NL/presenilin 1 L166P mice (n = 5) and wild‐type littermates (n = 5) underwent DKI at the age of 16 months. Averaged diffusion and diffusion kurtosis parameters were obtained for multiple regions (hippocampus–cortex–thalamus–cerebellum). After DKI, mice were sacrificed for amyloid staining.
Results
Histograms of the frequency distribution of the DKI parameters tended to shift to higher values. After normalization of absolute values to the cerebellum, a nearly plaque‐free region, mean, radial, and axial diffusion kurtosis were significantly higher in APP/presenilin 1 mice as compared to wild‐type in the cortex and thalamus, regions demonstrating substantial amyloid staining.
Conclusion
The current study, although small‐scale, suggests increased DKI metrics, in the absence of alterations in diffusion tensor imaging metrics in the cortex and thalamus of APP/presenilin 1 mice with established amyloidosis. These results warrant further investigations on the potential of DKI as a sensitive marker for Alzheimer's disease. Magn Reson Med 69:1115–1121, 2013. © 2013 Wiley Periodicals, Inc.</description><subject>Age</subject><subject>Algorithms</subject><subject>Alzheimer Disease - complications</subject><subject>Alzheimer Disease - genetics</subject><subject>Alzheimer Disease - pathology</subject><subject>Alzheimer's disease</subject><subject>Amyloid beta-Protein Precursor - genetics</subject><subject>Amyloidosis - complications</subject><subject>Amyloidosis - genetics</subject><subject>Amyloidosis - pathology</subject><subject>Animals</subject><subject>diffusion kurtosis imaging</subject><subject>Diffusion Magnetic Resonance Imaging - methods</subject><subject>Image Enhancement - methods</subject><subject>Image Interpretation, Computer-Assisted - methods</subject><subject>Mice</subject><subject>Mice, Transgenic</subject><subject>mouse model</subject><subject>Presenilin-1 - genetics</subject><subject>Reproducibility of Results</subject><subject>Sensitivity and Specificity</subject><issn>0740-3194</issn><issn>1522-2594</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkU9v1DAQxS0EotvCgS-ALHEoHNK1Hcd_jqtCC6ILSwHt0XKScXGbxMVOBMunxyVtD0iIy8xhfvP0Zh5Czyg5ooSwZR_7I8aFIg_QglaMFazS_CFaEMlJUVLN99B-SpeEEK0lf4z2WMk110wsUP3aOzclHwZ8NcUxJJ-w7-2FHy7wGHALIzQjtv2uC76dpwO2A15tNsvNZ4r7MCXItYUOuxDxqvv1DXwP8TDh1iewCZ6gR852CZ7e9gP09eTNl-O3xdnH03fHq7OiqVhFCk00s9kssEZX4GjtSGlrBUAFbXSrG0mEpVw3oMCq2jlBKykZCO6YahgpD9DLWfc6hu8TpNH0PjXQdXaA7NJQXnJSloLK_6PZB1UVETSjL_5CL8MUh3zIDSW1UpKrTL2aqSaGlCI4cx3zG-POUGJuMjI5I_Mno8w-v1Wc6h7ae_IulAwsZ-CH72D3byWzPl_fSRbzhk8j_LzfsPHKCFnKymw_nJrtJybW59v3Zl3-BrZOqPI</recordid><startdate>201304</startdate><enddate>201304</enddate><creator>Vanhoutte, Greetje</creator><creator>Pereson, Sandra</creator><creator>Delgado y Palacios, Rafael</creator><creator>Guns, Pieter-Jan</creator><creator>Asselbergh, Bob</creator><creator>Veraart, Jelle</creator><creator>Sijbers, Jan</creator><creator>Verhoye, Marleen</creator><creator>Van Broeckhoven, Christine</creator><creator>Van der Linden, Annemie</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><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>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>M7Z</scope><scope>P64</scope><scope>7X8</scope><scope>7QO</scope><scope>7TK</scope></search><sort><creationdate>201304</creationdate><title>Diffusion kurtosis imaging to detect amyloidosis in an APP/PS1 mouse model for Alzheimer's disease</title><author>Vanhoutte, Greetje ; Pereson, Sandra ; Delgado y Palacios, Rafael ; Guns, Pieter-Jan ; Asselbergh, Bob ; Veraart, Jelle ; Sijbers, Jan ; Verhoye, Marleen ; Van Broeckhoven, Christine ; Van der Linden, Annemie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5250-9092a319e2c95ef1bf03ab8ee161c9d9c706a149ce8ea8bff615772e64f28c203</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Age</topic><topic>Algorithms</topic><topic>Alzheimer Disease - complications</topic><topic>Alzheimer Disease - genetics</topic><topic>Alzheimer Disease - pathology</topic><topic>Alzheimer's disease</topic><topic>Amyloid beta-Protein Precursor - genetics</topic><topic>Amyloidosis - complications</topic><topic>Amyloidosis - genetics</topic><topic>Amyloidosis - pathology</topic><topic>Animals</topic><topic>diffusion kurtosis imaging</topic><topic>Diffusion Magnetic Resonance Imaging - methods</topic><topic>Image Enhancement - methods</topic><topic>Image Interpretation, Computer-Assisted - methods</topic><topic>Mice</topic><topic>Mice, Transgenic</topic><topic>mouse model</topic><topic>Presenilin-1 - genetics</topic><topic>Reproducibility of Results</topic><topic>Sensitivity and Specificity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Vanhoutte, Greetje</creatorcontrib><creatorcontrib>Pereson, Sandra</creatorcontrib><creatorcontrib>Delgado y Palacios, Rafael</creatorcontrib><creatorcontrib>Guns, Pieter-Jan</creatorcontrib><creatorcontrib>Asselbergh, Bob</creatorcontrib><creatorcontrib>Veraart, Jelle</creatorcontrib><creatorcontrib>Sijbers, Jan</creatorcontrib><creatorcontrib>Verhoye, Marleen</creatorcontrib><creatorcontrib>Van Broeckhoven, Christine</creatorcontrib><creatorcontrib>Van der Linden, Annemie</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biochemistry Abstracts 1</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><collection>Neurosciences Abstracts</collection><jtitle>Magnetic resonance in medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Vanhoutte, Greetje</au><au>Pereson, Sandra</au><au>Delgado y Palacios, Rafael</au><au>Guns, Pieter-Jan</au><au>Asselbergh, Bob</au><au>Veraart, Jelle</au><au>Sijbers, Jan</au><au>Verhoye, Marleen</au><au>Van Broeckhoven, Christine</au><au>Van der Linden, Annemie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Diffusion kurtosis imaging to detect amyloidosis in an APP/PS1 mouse model for Alzheimer's disease</atitle><jtitle>Magnetic resonance in medicine</jtitle><addtitle>Magn. Reson. Med</addtitle><date>2013-04</date><risdate>2013</risdate><volume>69</volume><issue>4</issue><spage>1115</spage><epage>1121</epage><pages>1115-1121</pages><issn>0740-3194</issn><eissn>1522-2594</eissn><coden>MRMEEN</coden><abstract>Purpose
Amyloid deposition in the brain is considered an initial event in the progression of Alzheimer's disease. We hypothesized that the presence of amyloid plaques in the brain of APP/presenilin 1 mice leads to higher diffusion kurtosis measures due to increased microstructural complexity. As such, our purpose was to provide an in vivo proof of principle for detection of amyloidosis by diffusion kurtosis imaging (DKI).
Methods
APPKM670/671NL/presenilin 1 L166P mice (n = 5) and wild‐type littermates (n = 5) underwent DKI at the age of 16 months. Averaged diffusion and diffusion kurtosis parameters were obtained for multiple regions (hippocampus–cortex–thalamus–cerebellum). After DKI, mice were sacrificed for amyloid staining.
Results
Histograms of the frequency distribution of the DKI parameters tended to shift to higher values. After normalization of absolute values to the cerebellum, a nearly plaque‐free region, mean, radial, and axial diffusion kurtosis were significantly higher in APP/presenilin 1 mice as compared to wild‐type in the cortex and thalamus, regions demonstrating substantial amyloid staining.
Conclusion
The current study, although small‐scale, suggests increased DKI metrics, in the absence of alterations in diffusion tensor imaging metrics in the cortex and thalamus of APP/presenilin 1 mice with established amyloidosis. These results warrant further investigations on the potential of DKI as a sensitive marker for Alzheimer's disease. Magn Reson Med 69:1115–1121, 2013. © 2013 Wiley Periodicals, Inc.</abstract><cop>United States</cop><pub>Blackwell Publishing Ltd</pub><pmid>23494926</pmid><doi>10.1002/mrm.24680</doi><tpages>7</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Age Algorithms Alzheimer Disease - complications Alzheimer Disease - genetics Alzheimer Disease - pathology Alzheimer's disease Amyloid beta-Protein Precursor - genetics Amyloidosis - complications Amyloidosis - genetics Amyloidosis - pathology Animals diffusion kurtosis imaging Diffusion Magnetic Resonance Imaging - methods Image Enhancement - methods Image Interpretation, Computer-Assisted - methods Mice Mice, Transgenic mouse model Presenilin-1 - genetics Reproducibility of Results Sensitivity and Specificity |
title | Diffusion kurtosis imaging to detect amyloidosis in an APP/PS1 mouse model for Alzheimer's disease |
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