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<front>
<journal-meta>
<journal-id journal-id-type="doi">10.1002/(ISSN)1531-8249</journal-id>
<journal-id journal-id-type="publisher-id">ANA</journal-id>
<journal-title-group>
<journal-title xml:lang="en">Annals of Neurology</journal-title>
<abbrev-journal-title abbrev-type="publisher" xml:lang="en">Ann Neurol</abbrev-journal-title>
</journal-title-group>
<issn publication-format="ppub">0364-5134</issn>
<issn publication-format="epub">1531-8249</issn>
<publisher>
<publisher-name>John Wiley &amp; Sons, Inc.</publisher-name>
<publisher-loc>Hoboken, USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.1002/ana.26952</article-id>
<article-id pub-id-type="publisher-id">ANA26952</article-id>
<article-categories>
<subj-group subj-group-type="overline" xml:lang="en">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="heading" xml:lang="en">
<subject>Research Articles</subject>
</subj-group>
</article-categories>
<title-group>
<article-title xml:lang="en">Accelerated Aging after Traumatic Brain Injury: An <styled-content style="fixed-case" toggle="no">ENIGMA Multi‐Cohort Mega‐Analysis</styled-content></article-title>
<alt-title alt-title-type="right-running-head">Accelerated Aging after <styled-content style="fixed-case" toggle="no">TBI</styled-content></alt-title>
<alt-title alt-title-type="left-running-head">Dennis et al</alt-title>
</title-group>
<contrib-group>
<contrib id="ana26952-cr-0001" contrib-type="author">
<name>
<surname>Dennis</surname>
<given-names>Emily L</given-names>
</name>
<degrees>PhD</degrees>
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7112-4009</contrib-id>
<xref ref-type="aff" rid="ana26952-aff-0001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0002">
<sup>2</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0002" contrib-type="author">
<name>
<surname>Vervoordt</surname>
<given-names>Samantha</given-names>
</name>
<degrees>MS</degrees>
<xref ref-type="aff" rid="ana26952-aff-0003">
<sup>3</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0003" contrib-type="author">
<name>
<surname>Adamson</surname>
<given-names>Maheen M</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0004">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0005">
<sup>5</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0004" contrib-type="author">
<name>
<surname>Houshang</surname>
<given-names>Amiri</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0006">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0007">
<sup>7</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0005" contrib-type="author">
<name>
<surname>Bigler</surname>
<given-names>Erin D</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0008">
<sup>8</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0006" contrib-type="author">
<name>
<surname>Caeyenberghs</surname>
<given-names>Karen</given-names>
</name>
<degrees>PhD</degrees>
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7009-6843</contrib-id>
<xref ref-type="aff" rid="ana26952-aff-0009">
<sup>9</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0007" contrib-type="author">
<name>
<surname>Cole</surname>
<given-names>James H</given-names>
</name>
<degrees>PhD</degrees>
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1908-5588</contrib-id>
<xref ref-type="aff" rid="ana26952-aff-0010">
<sup>10</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0011">
<sup>11</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0008" contrib-type="author">
<name>
<surname>Dams‐O'Connor</surname>
<given-names>Kristen</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0012">
<sup>12</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0013">
<sup>13</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0009" contrib-type="author">
<name>
<surname>Deutscher</surname>
<given-names>Evelyn M</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0009">
<sup>9</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0010" contrib-type="author">
<name>
<surname>Dobryakova</surname>
<given-names>Ekaterina</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0014">
<sup>14</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0015">
<sup>15</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0011" contrib-type="author">
<name>
<surname>Genova</surname>
<given-names>Helen M</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0015">
<sup>15</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0016">
<sup>16</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0012" contrib-type="author">
<name>
<surname>Grafman</surname>
<given-names>Jordan H</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0017">
<sup>17</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0013" contrib-type="author">
<name>
<surname>Håberg</surname>
<given-names>Asta K</given-names>
</name>
<degrees>MD, PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0018">
<sup>18</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0019">
<sup>19</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0014" contrib-type="author">
<name>
<surname>Hellstrøm</surname>
<given-names>Torgeir</given-names>
</name>
<degrees>MD, PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0020">
<sup>20</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0015" contrib-type="author">
<name>
<surname>Irimia</surname>
<given-names>Andrei</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0021">
<sup>21</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0022">
<sup>22</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0023">
<sup>23</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0016" contrib-type="author">
<name>
<surname>Koliatsos</surname>
<given-names>Vassilis E</given-names>
</name>
<degrees>MD, MBA</degrees>
<xref ref-type="aff" rid="ana26952-aff-0024">
<sup>24</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0025">
<sup>25</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0017" contrib-type="author">
<name>
<surname>Lindsey</surname>
<given-names>Hannah M</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0001">
<sup>1</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0018" contrib-type="author">
<name>
<surname>Livny</surname>
<given-names>Abigail</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0026">
<sup>26</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0027">
<sup>27</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0028">
<sup>28</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0019" contrib-type="author">
<name>
<surname>Menon</surname>
<given-names>David K</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0029">
<sup>29</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0020" contrib-type="author">
<name>
<surname>Merkley</surname>
<given-names>Tricia L</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0008">
<sup>8</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0021" contrib-type="author">
<name>
<surname>Mohamed</surname>
<given-names>Abdalla Z</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0030">
<sup>30</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0022" contrib-type="author">
<name>
<surname>Mondello</surname>
<given-names>Stefania</given-names>
</name>
<degrees>MD, MPH PhD</degrees>
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8587-3614</contrib-id>
<xref ref-type="aff" rid="ana26952-aff-0031">
<sup>31</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0023" contrib-type="author">
<name>
<surname>Monti</surname>
<given-names>Martin M</given-names>
</name>
<degrees>PhD</degrees>
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5511-3780</contrib-id>
<xref ref-type="aff" rid="ana26952-aff-0032">
<sup>32</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0033">
<sup>33</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0024" contrib-type="author">
<name>
<surname>Newcombe</surname>
<given-names>Virginia FJ</given-names>
</name>
<degrees>MD, PhD</degrees>
<contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-6044-9035</contrib-id>
<xref ref-type="aff" rid="ana26952-aff-0029">
<sup>29</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0025" contrib-type="author">
<name>
<surname>Newsome</surname>
<given-names>Mary R</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0002">
<sup>2</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0026" contrib-type="author">
<name>
<surname>Ponsford</surname>
<given-names>Jennie</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0034">
<sup>34</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0035">
<sup>35</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0027" contrib-type="author">
<name>
<surname>Rabinowitz</surname>
<given-names>Amanda</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0036">
<sup>36</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0037">
<sup>37</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0028" contrib-type="author">
<name>
<surname>Smevik</surname>
<given-names>Hanne</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0038">
<sup>38</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0039">
<sup>39</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0029" contrib-type="author">
<name>
<surname>Spitz</surname>
<given-names>Gershon</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0034">
<sup>34</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0035">
<sup>35</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0040">
<sup>40</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0030" contrib-type="author">
<name>
<surname>Venkatesan</surname>
<given-names>Umesh M</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0036">
<sup>36</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0037">
<sup>37</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0031" contrib-type="author">
<name>
<surname>Westlye</surname>
<given-names>Lars T</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0041">
<sup>41</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0042">
<sup>42</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0032" contrib-type="author">
<name>
<surname>Zafonte</surname>
<given-names>Ross</given-names>
</name>
<degrees>DO</degrees>
<xref ref-type="aff" rid="ana26952-aff-0043">
<sup>43</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0044">
<sup>44</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0033" contrib-type="author">
<name>
<surname>Thompson</surname>
<given-names>Paul M</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0045">
<sup>45</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0046">
<sup>46</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0034" contrib-type="author">
<name>
<surname>Wilde</surname>
<given-names>Elisabeth A</given-names>
</name>
<degrees>PhD</degrees>
<xref ref-type="aff" rid="ana26952-aff-0001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0002">
<sup>2</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0035" contrib-type="author" corresp="yes">
<name>
<surname>Olsen</surname>
<given-names>Alexander</given-names>
</name>
<degrees>PhD</degrees>
<email>alexander.olsen@ntnu.no</email>
<xref ref-type="corresp" rid="correspondenceTo">*</xref>
<xref ref-type="aff" rid="ana26952-aff-0038">
<sup>38</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0039">
<sup>39</sup>
</xref>
<xref ref-type="aff" rid="ana26952-aff-0047">
<sup>47</sup>
</xref>
<xref ref-type="author-note" rid="ana26952-note-0001">
<sup>†</sup>
</xref>
</contrib>
<contrib id="ana26952-cr-0036" contrib-type="author" corresp="yes">
<name>
<surname>Hillary</surname>
<given-names>Frank G</given-names>
</name>
<degrees>PhD</degrees>
<email>fhillary@psu.edu</email>
<xref ref-type="corresp" rid="correspondenceTo">*</xref>
<xref ref-type="aff" rid="ana26952-aff-0003">
<sup>3</sup>
</xref>
<xref ref-type="author-note" rid="ana26952-note-0001">
<sup>†</sup>
</xref>
</contrib>
</contrib-group>
<aff id="ana26952-aff-0001">
<label>
<sup>1</sup>
</label>

<named-content content-type="organisation-division">Department of Neurology</named-content>

<institution>University of Utah</institution>

<city>Salt Lake City</city>
 <named-content content-type="country-part">UT</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0002">
<label>
<sup>2</sup>
</label>

<institution>George E. Whalen Veterans Affairs Medical Center</institution>

<city>Salt Lake City</city>
 <named-content content-type="country-part">UT</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0003">
<label>
<sup>3</sup>
</label>

<named-content content-type="organisation-division">Department of Psychology</named-content>

<institution>Penn State University</institution>

<city>State College</city>
 <named-content content-type="country-part">PA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0004">
<label>
<sup>4</sup>
</label>

<named-content content-type="organisation-division">Women's Operational Military Exposure Network (WOMEN) &amp; Rehabilitation</named-content>

<institution>VA Palo Alto Healthcare System</institution>

<city>Palo Alto</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0005">
<label>
<sup>5</sup>
</label>

<named-content content-type="organisation-division">Neurosurgery</named-content>

<institution>Stanford University School of Medicine</institution>

<city>Stanford</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0006">
<label>
<sup>6</sup>
</label>

<named-content content-type="organisation-division">Neuroscience Research Center, Institute of Neuropharmacology</named-content>

<institution>Kerman University of Medical Sciences</institution>

<city>Kerman</city>
 <country country="IR">Iran</country>

</aff>
<aff id="ana26952-aff-0007">
<label>
<sup>7</sup>
</label>

<named-content content-type="organisation-division">Department of Radiology &amp; Nuclear Medicine</named-content>

<institution>Amsterdam UMC</institution>

<city>Amsterdam</city>
 <country country="NL">The Netherlands</country>

</aff>
<aff id="ana26952-aff-0008">
<label>
<sup>8</sup>
</label>

<named-content content-type="organisation-division">Department of Psychology and Neuroscience Center</named-content>

<institution>Brigham Young University</institution>

<city>Provo</city>
 <named-content content-type="country-part">UT</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0009">
<label>
<sup>9</sup>
</label>

<named-content content-type="organisation-division">Cognitive Neuroscience Unit, School of Psychology</named-content>

<institution>Deakin University</institution>

<city>Geelong</city>
 <country country="AU">Australia</country>

</aff>
<aff id="ana26952-aff-0010">
<label>
<sup>10</sup>
</label>

<named-content content-type="organisation-division">Centre for Medical Image Computing, Computer Science</named-content>

<institution>University College London</institution>

<city>London</city>
 <country country="GB">UK</country>

</aff>
<aff id="ana26952-aff-0011">
<label>
<sup>11</sup>
</label>

<named-content content-type="organisation-division">Dementia Research Centre, Queen Square Institute of Neurology</named-content>

<institution>University College London</institution>

<city>London</city>
 <country country="GB">UK</country>

</aff>
<aff id="ana26952-aff-0012">
<label>
<sup>12</sup>
</label>

<named-content content-type="organisation-division">Department of Rehabilitation and Human Performance</named-content>

<institution>Icahn School of Medicine at Mount Sinai</institution>

<city>New York</city>
 <named-content content-type="country-part">NY</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0013">
<label>
<sup>13</sup>
</label>

<named-content content-type="organisation-division">Department of Neurology</named-content>

<institution>Icahn School of Medicine at Mount Sinai</institution>

<city>New York</city>
 <named-content content-type="country-part">NY</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0014">
<label>
<sup>14</sup>
</label>

<named-content content-type="organisation-division">Center for Traumatic Brain Injury</named-content>

<institution>Kessler Foundation</institution>

<city>East Hanover</city>
 <named-content content-type="country-part">NJ</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0015">
<label>
<sup>15</sup>
</label>

<institution>Rutgers New Jersey Medical School</institution>

<city>Newark</city>
 <named-content content-type="country-part">NJ</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0016">
<label>
<sup>16</sup>
</label>

<named-content content-type="organisation-division">Center for Neuropsychology and Neuroscience Research</named-content>

<institution>Kessler Foundation</institution>

<city>East Hanover</city>
 <named-content content-type="country-part">NJ</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0017">
<label>
<sup>17</sup>
</label>

<institution>Shirley Ryan Ability Lab</institution>

<city>Chicago</city>
 <named-content content-type="country-part">IL</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0018">
<label>
<sup>18</sup>
</label>

<named-content content-type="organisation-division">Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences</named-content>

<institution>NTNU</institution>

<city>Trondheim</city>
 <country country="NO">Norway</country>

</aff>
<aff id="ana26952-aff-0019">
<label>
<sup>19</sup>
</label>

<named-content content-type="organisation-division">Department of Radiology and Nuclear Medicine, St. Olavs Hospital</named-content>

<institution>Trondheim University Hospital</institution>

<city>Trondheim</city>
 <country country="NO">Norway</country>

</aff>
<aff id="ana26952-aff-0020">
<label>
<sup>20</sup>
</label>

<named-content content-type="organisation-division">Department of Physical Medicine and Rehabilitation</named-content>

<institution>Oslo University Hospital</institution>

<city>Oslo</city>
 <country country="NO">Norway</country>

</aff>
<aff id="ana26952-aff-0021">
<label>
<sup>21</sup>
</label>

<named-content content-type="organisation-division">Ethel Percy Andrus Gerontology Center, Leonard Davis School of Gerontology</named-content>

<institution>University of Southern California</institution>

<city>Los Angeles</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0022">
<label>
<sup>22</sup>
</label>

<named-content content-type="organisation-division">Alfred E. Mann Department of Biomedical Engineering, Viterbi School of Engineering</named-content>

<institution>University of Southern California</institution>

<city>Los Angeles</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0023">
<label>
<sup>23</sup>
</label>

<named-content content-type="organisation-division">Department of Quantitative and Computational Biology, Dornsife College of Arts and Sciences</named-content>

<institution>University of Southern California</institution>

<city>Los Angeles</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0024">
<label>
<sup>24</sup>
</label>

<named-content content-type="organisation-division">Departments of Pathology (Neuropathology), Neurology, and Psychiatry and Behavioral Sciences</named-content>

<institution>Johns Hopkins University School of Medicine</institution>

<city>Baltimore</city>
 <named-content content-type="country-part">MD</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0025">
<label>
<sup>25</sup>
</label>

<named-content content-type="organisation-division">Neuropsychiatry Program</named-content>

<institution>Sheppard and Enoch Pratt Hospital</institution>

<city>Baltimore</city>
 <named-content content-type="country-part">MD</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0026">
<label>
<sup>26</sup>
</label>

<named-content content-type="organisation-division">Division of Diagnostic Imaging</named-content>

<institution>Sheba Medical Center</institution>

<city>Tel‐Aviv</city>
 <country country="IL">Israel</country>

</aff>
<aff id="ana26952-aff-0027">
<label>
<sup>27</sup>
</label>

<named-content content-type="organisation-division">Faculty of Medicine</named-content>

<institution>Tel‐Aviv University</institution>

<city>Tel‐Aviv</city>
 <country country="IL">Israel</country>

</aff>
<aff id="ana26952-aff-0028">
<label>
<sup>28</sup>
</label>

<named-content content-type="organisation-division">Sagol Neuroscience School</named-content>

<institution>Tel‐Aviv University</institution>

<city>Tel‐Aviv</city>
 <country country="IL">Israel</country>

</aff>
<aff id="ana26952-aff-0029">
<label>
<sup>29</sup>
</label>

<named-content content-type="organisation-division">Department of Medicine</named-content>

<institution>University of Cambridge</institution>

<city>Cambridge</city>
 <country country="GB">UK</country>

</aff>
<aff id="ana26952-aff-0030">
<label>
<sup>30</sup>
</label>

<named-content content-type="organisation-division">Thompson Institute</named-content>

<institution>University of the Sunshine Coast</institution>

<city>Birtinya</city>
 <country country="AU">Australia</country>

</aff>
<aff id="ana26952-aff-0031">
<label>
<sup>31</sup>
</label>

<named-content content-type="organisation-division">Department of Biomedical and Dental Sciences and Morphofunctional Imaging</named-content>

<institution>University of Messina</institution>

<city>Messina</city>
 <country country="IT">Italy</country>

</aff>
<aff id="ana26952-aff-0032">
<label>
<sup>32</sup>
</label>

<named-content content-type="organisation-division">Department of Psychology</named-content>

<institution>UCLA</institution>

<city>Los Angeles</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0033">
<label>
<sup>33</sup>
</label>

<named-content content-type="organisation-division">Brain Injury Research Center (BIRC), Department of Neurosurgery</named-content>

<institution>UCLA</institution>

<city>Los Angeles</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0034">
<label>
<sup>34</sup>
</label>

<named-content content-type="organisation-division">Monash‐Epworth Rehabilitation Research Centre, School of Psychological Sciences</named-content>

<institution>Monash University</institution>

<city>Melbourne</city>
 <country country="AU">Australia</country>

</aff>
<aff id="ana26952-aff-0035">
<label>
<sup>35</sup>
</label>

<named-content content-type="organisation-division">School of Psychological Sciences</named-content>

<institution>Monash University</institution>

<city>Melbourne</city>
 <country country="AU">Australia</country>

</aff>
<aff id="ana26952-aff-0036">
<label>
<sup>36</sup>
</label>

<institution>Moss Rehabilitation Research Institute</institution>

<city>Elkins Park</city>
 <named-content content-type="country-part">PA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0037">
<label>
<sup>37</sup>
</label>

<named-content content-type="organisation-division">Department of Rehabilitation Medicine, Sidney Kimmel Medical College</named-content>

<institution>Thomas Jefferson University</institution>

<city>Philadelphia</city>
 <named-content content-type="country-part">PA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0038">
<label>
<sup>38</sup>
</label>

<named-content content-type="organisation-division">Department of Psychology</named-content>

<institution>NTNU</institution>

<city>Trondheim</city>
 <country country="NO">Norway</country>

</aff>
<aff id="ana26952-aff-0039">
<label>
<sup>39</sup>
</label>

<named-content content-type="organisation-division">NorHEAD – Norwegian Centre for Headache Research</named-content>

<institution>NTNU</institution>

<city>Trondheim</city>
 <country country="NO">Norway</country>

</aff>
<aff id="ana26952-aff-0040">
<label>
<sup>40</sup>
</label>

<named-content content-type="organisation-division">Department of Neuroscience, Central Clinical School</named-content>

<institution>Monash University</institution>

<city>Melbourne</city>
 <country country="AU">Australia</country>

</aff>
<aff id="ana26952-aff-0041">
<label>
<sup>41</sup>
</label>

<named-content content-type="organisation-division">Department of Psychology</named-content>

<institution>University of Oslo</institution>

<city>Oslo</city>
 <country country="NO">Norway</country>

</aff>
<aff id="ana26952-aff-0042">
<label>
<sup>42</sup>
</label>

<named-content content-type="organisation-division">NORMENT, Division of Mental Health and Addiction</named-content>

<institution>Oslo University Hospital</institution>

<city>Oslo</city>
 <country country="NO">Norway</country>

</aff>
<aff id="ana26952-aff-0043">
<label>
<sup>43</sup>
</label>

<named-content content-type="organisation-division">Department of Physical Medicine and Rehabilitation</named-content>

<institution>Massachusetts General Hospital/Brigham &amp; Women's Hospital</institution>

<city>Boston</city>
 <named-content content-type="country-part">MA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0044">
<label>
<sup>44</sup>
</label>

<institution>Spaulding Rehabilitation Hospital</institution>

<city>Boston</city>
 <named-content content-type="country-part">MA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0045">
<label>
<sup>45</sup>
</label>

<named-content content-type="organisation-division">Imaging Genetics Center, Stevens Neuroimaging &amp; Informatics Institute</named-content>

<institution>Keck School of Medicine of USC</institution>

<city>Marina del Rey</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0046">
<label>
<sup>46</sup>
</label>

<named-content content-type="organisation-division">Departments of Neurology, Pediatrics, Psychiatry, Radiology, Engineering, and Ophthalmology</named-content>

<institution>USC</institution>

<city>Los Angeles</city>
 <named-content content-type="country-part">CA</named-content>
 <country country="US">USA</country>

</aff>
<aff id="ana26952-aff-0047">
<label>
<sup>47</sup>
</label>

<named-content content-type="organisation-division">Clinic of Rehabilitation, St. Olavs Hospital</named-content>

<institution>Trondheim University Hospital</institution>

<city>Trondheim</city>
 <country country="NO">Norway</country>

</aff>
<author-notes>
<corresp id="correspondenceTo"><label>*</label>

Address correspondence to Prof Frank G. Hillary, Department of Psychology, Pennsylvania State University, State College, PA 16801, USA. E‐mail: <email>fhillary@psu.edu</email>. Prof Alexander Olsen, Department of Psychology, Norwegian University of Science and Technology, Sem Sælands vei 7, 7491 Trondheim, Norway. E‐mail: <email>alexander.olsen@ntnu.no</email>
<break/>

</corresp>
<fn id="ana26952-note-0001" fn-type="equal" xml:lang="en">
<label>†</label>
<p xml:lang="en">Thease author contributed equally to this manuscript.</p>
</fn>
</author-notes>
<pub-date date-type="pub" publication-format="electronic"><day>07</day>
<month>06</month>
<year>2024</year>
</pub-date><fpage/><lpage/><history>

<date date-type="rev-recd">
<day>10</day>
<month>04</month>
<year>2024</year>
</date>

<date date-type="received">
<day>21</day>
<month>10</month>
<year>2023</year>
</date>

<date date-type="accepted">
<day>15</day>
<month>04</month>
<year>2024</year>
</date>

</history>
<permissions>
<copyright-statement content-type="issue-copyright">© 2024 American Neurological Association</copyright-statement>
<copyright-statement content-type="article-copyright">© 2024 The Authors. <italic>Annals of Neurology</italic> published by Wiley Periodicals LLC on behalf of American Neurological Association.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>© 2024 The Authors. Annals of Neurology published by Wiley Periodicals LLC on behalf of American Neurological Association.</copyright-holder>
<license>
<ali:license_ref>http://creativecommons.org/licenses/by-nc-nd/4.0/</ali:license_ref>
<license-p>This is an open access article under the terms of the <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by-nc-nd/4.0/">Creative Commons Attribution‐NonCommercial‐NoDerivs</ext-link> License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.</license-p>
</license>
</permissions>
<abstract xml:lang="en" abstract-type="main">
<sec id="ana26952-sec-0001" xml:lang="en">
<title>Objective</title>
<p xml:lang="en">The long‐term consequences of traumatic brain injury (TBI) on brain structure remain uncertain. Given evidence that a single significant brain injury event increases the risk of dementia, brain‐age estimation could provide a novel and efficient indexing of the long‐term consequences of TBI. Brain‐age procedures use predictive modeling to calculate brain‐age scores for an individual using structural magnetic resonance imaging (MRI) data. Complicated mild, moderate, and severe TBI (cmsTBI) is associated with a higher predicted age difference (PAD), but the progression of PAD over time remains unclear. We sought to examine whether PAD increases as a function of time since injury (TSI) and if injury severity and sex interacted to influence this progression.</p>
</sec>
<sec sec-type="methods" id="ana26952-sec-0002" xml:lang="en">
<title>Methods</title>
<p xml:lang="en">Through the ENIGMA Adult Moderate and Severe (AMS)‐TBI working group, we examine the largest TBI sample to date (n = 343), along with controls, for a total sample size of n = 540, to replicate and extend prior findings in the study of TBI brain age. Cross‐sectional T1w‐MRI data were aggregated across 7 cohorts, and brain age was established using a similar brain age algorithm to prior work in TBI.</p>
</sec>
<sec sec-type="results" id="ana26952-sec-0003" xml:lang="en">
<title>Results</title>
<p xml:lang="en">Findings show that PAD widens with longer TSI, and there was evidence for differences between sexes in PAD, with men showing more advanced brain age. We did not find strong evidence supporting a link between PAD and cognitive performance.</p>
</sec>
<sec id="ana26952-sec-0004" xml:lang="en">
<title>Interpretation</title>
<p xml:lang="en">This work provides evidence that changes in brain structure after cmsTBI are dynamic, with an initial period of change, followed by relative stability in brain morphometry, eventually leading to further changes in the decades after a single cmsTBI. ANN NEUROL 2024</p>
</sec>
</abstract>
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<institution>Congressionally Directed Medical Research Programs</institution>
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</funding-source>
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<institution>H2020 European Research Council</institution>
<institution-id>http://dx.doi.org/10.13039/100010663</institution-id>
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<institution-wrap>
<institution>National Institute on Aging</institution>
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<institution>National Institute for Health and Care Research</institution>
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<institution>National Institute of Mental Health</institution>
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</funding-source>
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<institution-wrap>
<institution>U.S. Department of Veterans Affairs</institution>
<institution-id>http://dx.doi.org/10.13039/100000738</institution-id>
</institution-wrap>

</funding-source>
</award-group>
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<institution-wrap>
<institution>Helse Midt‐Norge</institution>
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<institution-wrap>
<institution>Tiny Blue Dot Foundation</institution>
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<institution-wrap>
<institution>National Institute of Neurological Disorders and Stroke</institution>
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<institution-wrap>
<institution>Transport Accident Commission</institution>
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</funding-source>
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<institution-wrap>
<institution>UK Research and Innovation</institution>
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<institution-wrap>
<institution>National Health and Medical Research Council</institution>
<institution-id>http://dx.doi.org/10.13039/501100000925</institution-id>
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</funding-source>
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<funding-group>
<award-group id="funding-0014">
<funding-source>

<institution-wrap>
<institution>Israel Innovation Authority</institution>
<institution-id>http://dx.doi.org/10.13039/501100024250</institution-id>
</institution-wrap>

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