Loading…

Retinal vascular biomarkers for early detection and monitoring of Alzheimer's disease

The earliest detectable change in Alzheimer's disease (AD) is the buildup of amyloid plaque in the brain. Early detection of AD, prior to irreversible neurological damage, is important for the efficacy of current interventions as well as for the development of new treatments. Although PiB-PET i...

Full description

Saved in:
Bibliographic Details
Published in:Translational psychiatry 2013-02, Vol.3 (2), p.e233-e233
Main Authors: Frost, S, Kanagasingam, Y, Sohrabi, H, Vignarajan, J, Bourgeat, P, Salvado, O, Villemagne, V, Rowe, C C, Macaulay, S Lance, Szoeke, C, Ellis, K A, Ames, D, Masters, C L, Rainey-Smith, S, Martins, R N, AIBL Research Group
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c409t-222abfce775aa65754ec0ada55da1abfbaa76f86cba3275247b30a7180eb67dd3
cites cdi_FETCH-LOGICAL-c409t-222abfce775aa65754ec0ada55da1abfbaa76f86cba3275247b30a7180eb67dd3
container_end_page e233
container_issue 2
container_start_page e233
container_title Translational psychiatry
container_volume 3
creator Frost, S
Kanagasingam, Y
Sohrabi, H
Vignarajan, J
Bourgeat, P
Salvado, O
Villemagne, V
Rowe, C C
Macaulay, S Lance
Szoeke, C
Ellis, K A
Ames, D
Masters, C L
Rainey-Smith, S
Martins, R N
AIBL Research Group
description The earliest detectable change in Alzheimer's disease (AD) is the buildup of amyloid plaque in the brain. Early detection of AD, prior to irreversible neurological damage, is important for the efficacy of current interventions as well as for the development of new treatments. Although PiB-PET imaging and CSF amyloid are the gold standards for early AD diagnosis, there are practical limitations for population screening. AD-related pathology occurs primarily in the brain, but some of the hallmarks of the disease have also been shown to occur in other tissues, including the retina, which is more accessible for imaging. Retinal vascular changes and degeneration have previously been reported in AD using optical coherence tomography and laser Doppler techniques. This report presents results from analysis of retinal photographs from AD and healthy control participants from the Australian Imaging, Biomarkers and Lifestyle (AIBL) Flagship Study of Ageing. This is the first study to investigate retinal blood vessel changes with respect to amyloid plaque burden in the brain. We demonstrate relationships between retinal vascular parameters, neocortical brain amyloid plaque burden and AD. A number of RVPs were found to be different in AD. Two of these RVPs, venular branching asymmetry factor and arteriolar length-to-diameter ratio, were also higher in healthy individuals with high plaque burden (P = 0.01 and P = 0.02 respectively, after false discovery rate adjustment). Retinal photographic analysis shows potential as an adjunct for early detection of AD or monitoring of AD-progression or response to treatments.
doi_str_mv 10.1038/tp.2012.150
format article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3591002</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>1313410560</sourcerecordid><originalsourceid>FETCH-LOGICAL-c409t-222abfce775aa65754ec0ada55da1abfbaa76f86cba3275247b30a7180eb67dd3</originalsourceid><addsrcrecordid>eNpdkc1LxDAQxYMoKurJuwQ8KMiu-Wia7kUQ8QsEQfQcpulUo22zJqmgf71ZXEWdywzMj8e8eYTscjblTFbHaT4VjIspV2yFbAquqonkVbX6a94gOzE-s1yqqLjm62RDyKKQUs02ycMdJjdAR98g2rGDQGvnewgvGCJtfaAIoXunDSa0yfmBwtDQ3g8u-eCGR-pbetp9PKHrMRxE2riIEHGbrLXQRdxZ9i3ycHF-f3Y1ubm9vD47vZnYgs3SRAgBdWtRawVQKq0KtAwaUKoBnjc1gC7bqrQ1SKGVKHQtGWheMaxL3TRyi5x86c7HusfG4pACdGYeXLbwbjw483czuCfz6N9M9s4ZE1ngcCkQ_OuIMZneRYtdBwP6MRouuSw4UyXL6P4_9NmPIb8uU3rG5UwKpjJ19EXZ4GMM2P4cw5lZJGbS3CwSMzmxTO_9vv-H_c5HfgKlpZLA</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1791393205</pqid></control><display><type>article</type><title>Retinal vascular biomarkers for early detection and monitoring of Alzheimer's disease</title><source>Nature Open Access</source><source>Publicly Available Content Database</source><source>PubMed Central</source><creator>Frost, S ; Kanagasingam, Y ; Sohrabi, H ; Vignarajan, J ; Bourgeat, P ; Salvado, O ; Villemagne, V ; Rowe, C C ; Macaulay, S Lance ; Szoeke, C ; Ellis, K A ; Ames, D ; Masters, C L ; Rainey-Smith, S ; Martins, R N ; AIBL Research Group</creator><creatorcontrib>Frost, S ; Kanagasingam, Y ; Sohrabi, H ; Vignarajan, J ; Bourgeat, P ; Salvado, O ; Villemagne, V ; Rowe, C C ; Macaulay, S Lance ; Szoeke, C ; Ellis, K A ; Ames, D ; Masters, C L ; Rainey-Smith, S ; Martins, R N ; AIBL Research Group ; the AIBL Research Group</creatorcontrib><description>The earliest detectable change in Alzheimer's disease (AD) is the buildup of amyloid plaque in the brain. Early detection of AD, prior to irreversible neurological damage, is important for the efficacy of current interventions as well as for the development of new treatments. Although PiB-PET imaging and CSF amyloid are the gold standards for early AD diagnosis, there are practical limitations for population screening. AD-related pathology occurs primarily in the brain, but some of the hallmarks of the disease have also been shown to occur in other tissues, including the retina, which is more accessible for imaging. Retinal vascular changes and degeneration have previously been reported in AD using optical coherence tomography and laser Doppler techniques. This report presents results from analysis of retinal photographs from AD and healthy control participants from the Australian Imaging, Biomarkers and Lifestyle (AIBL) Flagship Study of Ageing. This is the first study to investigate retinal blood vessel changes with respect to amyloid plaque burden in the brain. We demonstrate relationships between retinal vascular parameters, neocortical brain amyloid plaque burden and AD. A number of RVPs were found to be different in AD. Two of these RVPs, venular branching asymmetry factor and arteriolar length-to-diameter ratio, were also higher in healthy individuals with high plaque burden (P = 0.01 and P = 0.02 respectively, after false discovery rate adjustment). Retinal photographic analysis shows potential as an adjunct for early detection of AD or monitoring of AD-progression or response to treatments.</description><identifier>ISSN: 2158-3188</identifier><identifier>EISSN: 2158-3188</identifier><identifier>DOI: 10.1038/tp.2012.150</identifier><identifier>PMID: 23443359</identifier><language>eng</language><publisher>United States: Nature Publishing Group</publisher><subject>Aged ; Alzheimer Disease - complications ; Alzheimer Disease - diagnosis ; Analysis of Variance ; Australia ; Biomarkers ; Brain - diagnostic imaging ; Cohort Studies ; Disease Progression ; Early Diagnosis ; Female ; Humans ; Male ; Original ; Photography - methods ; Plaque, Amyloid - diagnostic imaging ; Positron-Emission Tomography - methods ; Reproducibility of Results ; Retinal Artery ; Retinal Diseases - complications ; Retinal Diseases - diagnosis ; Retinal Vein</subject><ispartof>Translational psychiatry, 2013-02, Vol.3 (2), p.e233-e233</ispartof><rights>Copyright Nature Publishing Group Feb 2013</rights><rights>Copyright © 2013 Macmillan Publishers Limited 2013 Macmillan Publishers Limited</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c409t-222abfce775aa65754ec0ada55da1abfbaa76f86cba3275247b30a7180eb67dd3</citedby><cites>FETCH-LOGICAL-c409t-222abfce775aa65754ec0ada55da1abfbaa76f86cba3275247b30a7180eb67dd3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1791393205/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1791393205?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,315,733,786,790,891,25783,27957,27958,37047,37048,44625,53827,53829,75483</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23443359$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Frost, S</creatorcontrib><creatorcontrib>Kanagasingam, Y</creatorcontrib><creatorcontrib>Sohrabi, H</creatorcontrib><creatorcontrib>Vignarajan, J</creatorcontrib><creatorcontrib>Bourgeat, P</creatorcontrib><creatorcontrib>Salvado, O</creatorcontrib><creatorcontrib>Villemagne, V</creatorcontrib><creatorcontrib>Rowe, C C</creatorcontrib><creatorcontrib>Macaulay, S Lance</creatorcontrib><creatorcontrib>Szoeke, C</creatorcontrib><creatorcontrib>Ellis, K A</creatorcontrib><creatorcontrib>Ames, D</creatorcontrib><creatorcontrib>Masters, C L</creatorcontrib><creatorcontrib>Rainey-Smith, S</creatorcontrib><creatorcontrib>Martins, R N</creatorcontrib><creatorcontrib>AIBL Research Group</creatorcontrib><creatorcontrib>the AIBL Research Group</creatorcontrib><title>Retinal vascular biomarkers for early detection and monitoring of Alzheimer's disease</title><title>Translational psychiatry</title><addtitle>Transl Psychiatry</addtitle><description>The earliest detectable change in Alzheimer's disease (AD) is the buildup of amyloid plaque in the brain. Early detection of AD, prior to irreversible neurological damage, is important for the efficacy of current interventions as well as for the development of new treatments. Although PiB-PET imaging and CSF amyloid are the gold standards for early AD diagnosis, there are practical limitations for population screening. AD-related pathology occurs primarily in the brain, but some of the hallmarks of the disease have also been shown to occur in other tissues, including the retina, which is more accessible for imaging. Retinal vascular changes and degeneration have previously been reported in AD using optical coherence tomography and laser Doppler techniques. This report presents results from analysis of retinal photographs from AD and healthy control participants from the Australian Imaging, Biomarkers and Lifestyle (AIBL) Flagship Study of Ageing. This is the first study to investigate retinal blood vessel changes with respect to amyloid plaque burden in the brain. We demonstrate relationships between retinal vascular parameters, neocortical brain amyloid plaque burden and AD. A number of RVPs were found to be different in AD. Two of these RVPs, venular branching asymmetry factor and arteriolar length-to-diameter ratio, were also higher in healthy individuals with high plaque burden (P = 0.01 and P = 0.02 respectively, after false discovery rate adjustment). Retinal photographic analysis shows potential as an adjunct for early detection of AD or monitoring of AD-progression or response to treatments.</description><subject>Aged</subject><subject>Alzheimer Disease - complications</subject><subject>Alzheimer Disease - diagnosis</subject><subject>Analysis of Variance</subject><subject>Australia</subject><subject>Biomarkers</subject><subject>Brain - diagnostic imaging</subject><subject>Cohort Studies</subject><subject>Disease Progression</subject><subject>Early Diagnosis</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Original</subject><subject>Photography - methods</subject><subject>Plaque, Amyloid - diagnostic imaging</subject><subject>Positron-Emission Tomography - methods</subject><subject>Reproducibility of Results</subject><subject>Retinal Artery</subject><subject>Retinal Diseases - complications</subject><subject>Retinal Diseases - diagnosis</subject><subject>Retinal Vein</subject><issn>2158-3188</issn><issn>2158-3188</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNpdkc1LxDAQxYMoKurJuwQ8KMiu-Wia7kUQ8QsEQfQcpulUo22zJqmgf71ZXEWdywzMj8e8eYTscjblTFbHaT4VjIspV2yFbAquqonkVbX6a94gOzE-s1yqqLjm62RDyKKQUs02ycMdJjdAR98g2rGDQGvnewgvGCJtfaAIoXunDSa0yfmBwtDQ3g8u-eCGR-pbetp9PKHrMRxE2riIEHGbrLXQRdxZ9i3ycHF-f3Y1ubm9vD47vZnYgs3SRAgBdWtRawVQKq0KtAwaUKoBnjc1gC7bqrQ1SKGVKHQtGWheMaxL3TRyi5x86c7HusfG4pACdGYeXLbwbjw483czuCfz6N9M9s4ZE1ngcCkQ_OuIMZneRYtdBwP6MRouuSw4UyXL6P4_9NmPIb8uU3rG5UwKpjJ19EXZ4GMM2P4cw5lZJGbS3CwSMzmxTO_9vv-H_c5HfgKlpZLA</recordid><startdate>20130226</startdate><enddate>20130226</enddate><creator>Frost, S</creator><creator>Kanagasingam, Y</creator><creator>Sohrabi, H</creator><creator>Vignarajan, J</creator><creator>Bourgeat, P</creator><creator>Salvado, O</creator><creator>Villemagne, V</creator><creator>Rowe, C C</creator><creator>Macaulay, S Lance</creator><creator>Szoeke, C</creator><creator>Ellis, K A</creator><creator>Ames, D</creator><creator>Masters, C L</creator><creator>Rainey-Smith, S</creator><creator>Martins, R N</creator><creator>AIBL Research Group</creator><general>Nature Publishing Group</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>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20130226</creationdate><title>Retinal vascular biomarkers for early detection and monitoring of Alzheimer's disease</title><author>Frost, S ; Kanagasingam, Y ; Sohrabi, H ; Vignarajan, J ; Bourgeat, P ; Salvado, O ; Villemagne, V ; Rowe, C C ; Macaulay, S Lance ; Szoeke, C ; Ellis, K A ; Ames, D ; Masters, C L ; Rainey-Smith, S ; Martins, R N ; AIBL Research Group</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c409t-222abfce775aa65754ec0ada55da1abfbaa76f86cba3275247b30a7180eb67dd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Aged</topic><topic>Alzheimer Disease - complications</topic><topic>Alzheimer Disease - diagnosis</topic><topic>Analysis of Variance</topic><topic>Australia</topic><topic>Biomarkers</topic><topic>Brain - diagnostic imaging</topic><topic>Cohort Studies</topic><topic>Disease Progression</topic><topic>Early Diagnosis</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Original</topic><topic>Photography - methods</topic><topic>Plaque, Amyloid - diagnostic imaging</topic><topic>Positron-Emission Tomography - methods</topic><topic>Reproducibility of Results</topic><topic>Retinal Artery</topic><topic>Retinal Diseases - complications</topic><topic>Retinal Diseases - diagnosis</topic><topic>Retinal Vein</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Frost, S</creatorcontrib><creatorcontrib>Kanagasingam, Y</creatorcontrib><creatorcontrib>Sohrabi, H</creatorcontrib><creatorcontrib>Vignarajan, J</creatorcontrib><creatorcontrib>Bourgeat, P</creatorcontrib><creatorcontrib>Salvado, O</creatorcontrib><creatorcontrib>Villemagne, V</creatorcontrib><creatorcontrib>Rowe, C C</creatorcontrib><creatorcontrib>Macaulay, S Lance</creatorcontrib><creatorcontrib>Szoeke, C</creatorcontrib><creatorcontrib>Ellis, K A</creatorcontrib><creatorcontrib>Ames, D</creatorcontrib><creatorcontrib>Masters, C L</creatorcontrib><creatorcontrib>Rainey-Smith, S</creatorcontrib><creatorcontrib>Martins, R N</creatorcontrib><creatorcontrib>AIBL Research Group</creatorcontrib><creatorcontrib>the AIBL Research Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health &amp; Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health &amp; Medical Complete (Alumni)</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Translational psychiatry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Frost, S</au><au>Kanagasingam, Y</au><au>Sohrabi, H</au><au>Vignarajan, J</au><au>Bourgeat, P</au><au>Salvado, O</au><au>Villemagne, V</au><au>Rowe, C C</au><au>Macaulay, S Lance</au><au>Szoeke, C</au><au>Ellis, K A</au><au>Ames, D</au><au>Masters, C L</au><au>Rainey-Smith, S</au><au>Martins, R N</au><au>AIBL Research Group</au><aucorp>the AIBL Research Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Retinal vascular biomarkers for early detection and monitoring of Alzheimer's disease</atitle><jtitle>Translational psychiatry</jtitle><addtitle>Transl Psychiatry</addtitle><date>2013-02-26</date><risdate>2013</risdate><volume>3</volume><issue>2</issue><spage>e233</spage><epage>e233</epage><pages>e233-e233</pages><issn>2158-3188</issn><eissn>2158-3188</eissn><notes>ObjectType-Article-1</notes><notes>SourceType-Scholarly Journals-1</notes><notes>ObjectType-Feature-2</notes><notes>content type line 23</notes><abstract>The earliest detectable change in Alzheimer's disease (AD) is the buildup of amyloid plaque in the brain. Early detection of AD, prior to irreversible neurological damage, is important for the efficacy of current interventions as well as for the development of new treatments. Although PiB-PET imaging and CSF amyloid are the gold standards for early AD diagnosis, there are practical limitations for population screening. AD-related pathology occurs primarily in the brain, but some of the hallmarks of the disease have also been shown to occur in other tissues, including the retina, which is more accessible for imaging. Retinal vascular changes and degeneration have previously been reported in AD using optical coherence tomography and laser Doppler techniques. This report presents results from analysis of retinal photographs from AD and healthy control participants from the Australian Imaging, Biomarkers and Lifestyle (AIBL) Flagship Study of Ageing. This is the first study to investigate retinal blood vessel changes with respect to amyloid plaque burden in the brain. We demonstrate relationships between retinal vascular parameters, neocortical brain amyloid plaque burden and AD. A number of RVPs were found to be different in AD. Two of these RVPs, venular branching asymmetry factor and arteriolar length-to-diameter ratio, were also higher in healthy individuals with high plaque burden (P = 0.01 and P = 0.02 respectively, after false discovery rate adjustment). Retinal photographic analysis shows potential as an adjunct for early detection of AD or monitoring of AD-progression or response to treatments.</abstract><cop>United States</cop><pub>Nature Publishing Group</pub><pmid>23443359</pmid><doi>10.1038/tp.2012.150</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2158-3188
ispartof Translational psychiatry, 2013-02, Vol.3 (2), p.e233-e233
issn 2158-3188
2158-3188
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_3591002
source Nature Open Access; Publicly Available Content Database; PubMed Central
subjects Aged
Alzheimer Disease - complications
Alzheimer Disease - diagnosis
Analysis of Variance
Australia
Biomarkers
Brain - diagnostic imaging
Cohort Studies
Disease Progression
Early Diagnosis
Female
Humans
Male
Original
Photography - methods
Plaque, Amyloid - diagnostic imaging
Positron-Emission Tomography - methods
Reproducibility of Results
Retinal Artery
Retinal Diseases - complications
Retinal Diseases - diagnosis
Retinal Vein
title Retinal vascular biomarkers for early detection and monitoring of Alzheimer's disease
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-09-21T05%3A40%3A06IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Retinal%20vascular%20biomarkers%20for%20early%20detection%20and%20monitoring%20of%20Alzheimer's%20disease&rft.jtitle=Translational%20psychiatry&rft.au=Frost,%20S&rft.aucorp=the%20AIBL%20Research%20Group&rft.date=2013-02-26&rft.volume=3&rft.issue=2&rft.spage=e233&rft.epage=e233&rft.pages=e233-e233&rft.issn=2158-3188&rft.eissn=2158-3188&rft_id=info:doi/10.1038/tp.2012.150&rft_dat=%3Cproquest_pubme%3E1313410560%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c409t-222abfce775aa65754ec0ada55da1abfbaa76f86cba3275247b30a7180eb67dd3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=1791393205&rft_id=info:pmid/23443359&rfr_iscdi=true