<?xml version="1.0" encoding="utf-8"?>
<export-example>
  <doc>
    <id>2721</id>
    <completedYear/>
    <publishedYear>2021</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber>11</pageNumber>
    <edition/>
    <issue>1</issue>
    <volume>13</volume>
    <articleNumber>e12262</articleNumber>
    <type>article</type>
    <publisherName>Alzheimer’s Association</publisherName>
    <publisherPlace>Chicago</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>2022-08-22</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Predicting disease progression in behavioral variant frontotemporal dementia</title>
    <abstract language="eng">Introduction&#13;
&#13;
The behavioral variant of frontotemporal dementia (bvFTD) is a rare neurodegenerative disease. Reliable predictors of disease progression have not been sufficiently identified. We investigated multivariate magnetic resonance imaging (MRI) biomarker profiles for their predictive value of individual decline.&#13;
&#13;
Methods&#13;
&#13;
One hundred five bvFTD patients were recruited from the German frontotemporal lobar degeneration (FTLD) consortium study. After defining two groups (“fast progressors” vs. “slow progressors”), we investigated the predictive value of MR brain volumes for disease progression rates performing exhaustive screenings with multivariate classification models.&#13;
&#13;
Results&#13;
&#13;
We identified areas that predict disease progression rate within 1 year. Prediction measures revealed an overall accuracy of 80% across our 50 top classification models. Especially the pallidum, middle temporal gyrus, inferior frontal gyrus, cingulate gyrus, middle orbitofrontal gyrus, and insula occurred in these models.&#13;
&#13;
Discussion&#13;
&#13;
Based on the revealed marker combinations an individual prognosis seems to be feasible. This might be used in clinical studies on an individualized progression model.</abstract>
    <parentTitle language="eng">Alzheimer’s &amp; Dementia: Diagnosis, Assessment &amp; Disease Monitoring</parentTitle>
    <identifier type="issn">2352-8729</identifier>
    <identifier type="urn">urn:nbn:de:bvb:573-27212</identifier>
    <note>Collaborators&#13;
&#13;
FTLD consortium: Christine v. Arnim, Petra Steinacker, Georg Grön, Manuel Maler, Maryna Polyakova, Christopher Weise, Lea Hüper, Daniele Pino, Annerose Engel, Johannes Levin, Catharina Prix, Elisabeth Wlasich, Lina Riedl, Felix Müller-Sarnowski, Carola Roßmeier, Felix Oberhauser, Kai Schumacher, Jan Lehmbeck, Thomas Duning, Andreas Johnen.</note>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1002/dad2.12262</enrichment>
    <enrichment key="THI_articleversion">published</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="THI_openaccess">ja</enrichment>
    <enrichment key="opus.source">publish</enrichment>
    <licence>Creative Commons BY-NC-ND 4.0</licence>
    <author>
      <first_name>Sarah</first_name>
      <last_name>Anderl-Straub</last_name>
    </author>
    <author>
      <first_name>Ludwig</first_name>
      <last_name>Lausser</last_name>
    </author>
    <author>
      <first_name>Jolina</first_name>
      <last_name>Lombardi</last_name>
    </author>
    <author>
      <first_name>Ingo</first_name>
      <last_name>Uttner</last_name>
    </author>
    <author>
      <first_name>Klaus</first_name>
      <last_name>Fassbender</last_name>
    </author>
    <author>
      <first_name>Klaus</first_name>
      <last_name>Fliessbach</last_name>
    </author>
    <author>
      <first_name>Hans-Jürgen</first_name>
      <last_name>Huppertz</last_name>
    </author>
    <author>
      <first_name>Holger</first_name>
      <last_name>Jahn</last_name>
    </author>
    <author>
      <first_name>Johannes</first_name>
      <last_name>Kornhuber</last_name>
    </author>
    <author>
      <first_name>Hellmuth</first_name>
      <last_name>Obrig</last_name>
    </author>
    <author>
      <first_name>Anja</first_name>
      <last_name>Schneider</last_name>
    </author>
    <author>
      <first_name>Elisa</first_name>
      <last_name>Semler</last_name>
    </author>
    <author>
      <first_name>Matthis</first_name>
      <last_name>Synofzik</last_name>
    </author>
    <author>
      <first_name>Adrian</first_name>
      <last_name>Danek</last_name>
    </author>
    <author>
      <first_name>Johannes</first_name>
      <last_name>Prudlo</last_name>
    </author>
    <author>
      <first_name>Jan</first_name>
      <last_name>Kassubek</last_name>
    </author>
    <author>
      <first_name>Bernhard</first_name>
      <last_name>Landwehrmeyer</last_name>
    </author>
    <author>
      <first_name>Martin</first_name>
      <last_name>Lauer</last_name>
    </author>
    <author>
      <first_name>Alexander E.</first_name>
      <last_name>Volk</last_name>
    </author>
    <author>
      <first_name>Jens</first_name>
      <last_name>Wiltfang</last_name>
    </author>
    <author>
      <first_name>Janine</first_name>
      <last_name>Diehl-Schmid</last_name>
    </author>
    <author>
      <first_name>Albert C.</first_name>
      <last_name>Ludolph</last_name>
    </author>
    <author>
      <first_name>Matthias</first_name>
      <last_name>Schroeter</last_name>
    </author>
    <author>
      <first_name>Hans A.</first_name>
      <last_name>Kestler</last_name>
    </author>
    <author>
      <first_name>Markus</first_name>
      <last_name>Otto</last_name>
    </author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>behavioral variant frontotemporal dementia</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>brain volume</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>classification models</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>disease progression</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>frontotemporal dementia</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>prognosis</value>
    </subject>
    <collection role="open_access" number="">open_access</collection>
    <collection role="persons" number="49455">Lausser, Ludwig</collection>
    <thesisPublisher>Technische Hochschule Ingolstadt</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-haw/files/2721/Alz-Dem_Anderl-Straub_2022.pdf</file>
  </doc>
</export-example>
