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
Hauptverfasser: 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
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container_end_page 1121
container_issue 4
container_start_page 1115
container_title Magnetic resonance in medicine
container_volume 69
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
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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. 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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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