<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="brief-report">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Behav. Neurosci.</journal-id>
<journal-title>Frontiers in Behavioral Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Behav. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5153</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnbeh.2021.634157</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Marked Mild Cognitive Deficits in Humanized Mouse Model of Alzheimer&#x2019;s-Type Tau Pathology</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Cho</surname> <given-names>Joshua D.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1222312/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kim</surname> <given-names>Yoon A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1326071/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Rafikian</surname> <given-names>Elizabeth E.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1156378/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yang</surname> <given-names>Mu</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1227583/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Santa-Maria</surname> <given-names>Ismael</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/387801/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Taub Institute for Research on Alzheimer&#x2019;s Disease and the Aging Brain, Columbia University</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Pathology &#x0026; Cell Biology, Columbia University</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>The Mouse NeuroBehavior Core, Institute for Genomic Medicine, Columbia University</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Marie-Claude Potier, Centre National de la Recherche Scientifique (CNRS), France</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Tim Karl, Western Sydney University, Australia; Yann Herault, Centre National de la Recherche Scientifique (CNRS), France</p></fn>
<corresp id="c001">&#x002A;Correspondence: Ismael Santa-Maria, <email>is2395@cumc.columbia.edu</email></corresp>
<fn fn-type="other" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Pathological Conditions, a section of the journal Frontiers in Behavioral Neuroscience</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>21</day>
<month>05</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>15</volume>
<elocation-id>634157</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>11</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>04</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Cho, Kim, Rafikian, Yang and Santa-Maria.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Cho, Kim, Rafikian, Yang and Santa-Maria</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract>
<p>Hyperphosphorylation and the subsequent aggregation of tau protein into neurofibrillary tangles (NFTs) are well-established neuropathological hallmarks of Alzheimer&#x2019;s disease (AD) and associated tauopathies. To further examine the impact and progression of human tau pathology in neurodegenerative contexts, the humanized tau (htau) mouse model was originally created. Despite AD-like tau pathological features recapitulated in the htau mouse model, robustness of behavioral phenotypes has not been fully established. With the ultimate goal of evaluating the htau mouse model as a candidate for testing AD therapeutics, we set out to verify, in-house, the presence of robust, replicable cognitive deficits in the htau mice. The present study shows behavioral data collected from a carefully curated battery of learning and memory tests. Here we report a significant short-term spatial memory deficit in aged htau mice, representing a novel finding in this model. However, we did not find salient impairments in long-term learning and memory previously reported in this mouse model. Here, we attempted to understand the discrepancies in the literature by highlighting the necessity of scrutinizing key procedural differences across studies. Reported cognitive deficits in the htau model may depend on task difficulty and other procedural details. While the htau mouse remains a unique and valuable animal model for replicating late onset AD-like human tau pathology, its cognitive deficits are modest under standard testing conditions. The overarching message is that before using any AD mouse model to evaluate treatment efficacies, it is imperative to first characterize and verify the presence of behavioral deficits in-house.</p>
</abstract>
<kwd-group>
<kwd>cognition</kwd>
<kwd>spatial memory</kwd>
<kwd>tau pathology</kwd>
<kwd>mouse model</kwd>
<kwd>Alzheimer&#x2019;s disease</kwd>
<kwd>neurodegeneration</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institute of Neurological Disorders and Stroke<named-content content-type="fundref-id">10.13039/100000065</named-content></contract-sponsor><contract-sponsor id="cn002">National Institute on Aging<named-content content-type="fundref-id">10.13039/100000049</named-content></contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="46"/>
<page-count count="8"/>
<word-count count="0"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Alzheimer&#x2019;s disease (AD) is a chronic neurodegenerative disease characterized by cognitive impairment, progressive memory loss, dementia, and behavioral disturbances (<xref ref-type="bibr" rid="B21">Jack et al., 2018</xref>). On a molecular level, extracellular deposits of amyloid beta and the resulting neuritic plaques along with the intracellular accumulation of hyperphosphorylated tau protein into paired helical filaments (PHFs) and neurofibrillary tangles (NFTs) contribute to neuronal loss and the pathological hallmarks seen in AD brains (<xref ref-type="bibr" rid="B10">De Strooper and Karran, 2016</xref>). The severity of tau pathology, in particular, has been implicated as a major predictive factor for the extent of cognitive impairment, making it a promising therapeutic target for AD (<xref ref-type="bibr" rid="B3">Arriagada et al., 1992</xref>; <xref ref-type="bibr" rid="B5">Bejanin et al., 2017</xref>; <xref ref-type="bibr" rid="B18">Harrison et al., 2019</xref>; <xref ref-type="bibr" rid="B24">La Joie et al., 2020</xref>).</p>
<p>As one of the most abundant microtubule-associated proteins in the central nervous system, tau has been recognized to play major roles in promoting microtubule assembly and stabilization and in maintaining the normal morphology of neurons. Recent studies suggest that tau, upon alternative mRNA splicing, may also participate in the regulation of intracellular signaling pathways, development, and the viability of neurons (<xref ref-type="bibr" rid="B4">Avila et al., 2004</xref>; <xref ref-type="bibr" rid="B44">Wang and Mandelkow, 2016</xref>). In the human CNS, tau protein is translated from a 6-kb mRNA transcript generating a series of six tau protein isoforms of 37&#x2013;46 kDa which result from alternative splicing of exons 2, 3, and 10 (<xref ref-type="bibr" rid="B17">Guo et al., 2017</xref>). The complexity of the tau isoforms is further increased by various posttranslational modifications (<xref ref-type="bibr" rid="B43">Wang and Liu, 2008</xref>). Thus, dysregulation of tau proteostasis can arise from a number of sources such as: splice site and/or missense mutations, changes in overall expression or isoform composition (<xref ref-type="bibr" rid="B41">Trabzuni et al., 2012</xref>; <xref ref-type="bibr" rid="B39">Strang et al., 2019</xref>), various post-translational modifications (<xref ref-type="bibr" rid="B27">Mair et al., 2016</xref>; <xref ref-type="bibr" rid="B2">Arakhamia et al., 2020</xref>), and epigenetic regulators (<xref ref-type="bibr" rid="B25">Lardenoije et al., 2015</xref>; <xref ref-type="bibr" rid="B30">Millan, 2017</xref>). These changes can lead to the abnormal aggregation of tau, resulting in the eventual seeding and spread of pathological tau species that contribute to a number of neurodegenerative diseases, collectively known as tauopathies, which includes AD (<xref ref-type="bibr" rid="B16">Gotz et al., 2019</xref>).</p>
<p>Therefore, elucidating the specific role of tau protein is imperative to unraveling the underlying mechanisms of these neurodegenerative diseases. To address this issue, the laboratory of Peter Davies created the htau mouse model (<xref ref-type="bibr" rid="B1">Andorfer et al., 2003</xref>). The htau mouse produces all six isoforms of human tau with no evidence of native, murine tau expression. Furthermore, htau mice develop pathologies that effectively model spatiotemporal and histopathological features seen in AD, such as age-dependent hyperphosphorylation of tau in the hippocampus and frontal cortex, somatic redistribution of tau to dendritic compartments, tau aggregation into NFT-like structures, increased inflammation, decreased cortical thickness, and neuronal cell death (<xref ref-type="bibr" rid="B1">Andorfer et al., 2003</xref>). However, although the htau mouse model elegantly recapitulates many of the histopathological features of AD, behavioral analyses of this model have yielded inconsistent results in the past (<xref ref-type="table" rid="T1">Table 1</xref>). Taking Morris Water Maze, one of the most commonly used tests in studies of AD models, as an example, half of the published studies reported cognitive deficits in htau mice, whereas the other half reported normal learning/memory (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). This lack of consistency led us to conduct the current study and verify the presence/robustness of cognitive phenotypes in this mouse model before using it to screen for novel treatment strategies. While mouse models have provided new insights into disease mechanisms, efforts to convert this knowledge into gains in the clinic have struggled. One of the main sources of concern is the animal models used in preclinical drug development. Thus, we would like to emphasize here that the value of our study goes beyond serving as a pivotal point of phenotypic characterization by providing the research community with key insights into critical factors that might substantially affect replicability of &#x201C;disease phenotypes&#x201D; and subsequent preclinical research on treatment development. Also, we attempted to understand our results in the context of existing literature, and to provide some insights on reproducibility of behavioral data.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Chronological behavior analysis of the htau mouse model.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<tbody>
<tr>
<td><inline-graphic xlink:href="fnbeh-15-634157-i000.jpg"/></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Summary of studies reporting behavioral measures on the htau mouse model. Normal Cognitive Performance indicated by Light Grey Shading. Impaired Cognitive Performance indicated by Dark Grey Shading.</italic></attrib>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Animals</title>
<p>Male and female control mice (C57BL/6J; Stock #000664) and htau mice (<xref ref-type="bibr" rid="B33">Polydoro et al., 2009</xref>) (B6.Cg-<italic>Mapt<sup>TM 1(EGFP)Klt</sup></italic> Tg(MAPT)8cPdav/J; Stock #005491) were obtained from The Jackson Laboratory (Bar Harbor, Maine). All mice were group-housed by sex (3&#x2013;5 per cage, standard polypropylene cages placed on ventilated rack) in a temperature and humidity-controlled vivarium at Columbia University Medical Center and maintained on a standard 12 h light/dark cycle (lights on at 7 am) with food and water provided <italic>ad libitum</italic>. A piece of Nestlets was placed in each cage as enrichment. Htau mice were backcrossed 10 times to the C57BL/6J background. Behavioral testing was performed in htau mice and age-matched C57BL/6J mice (non-littermates from JAX). All behavioral experiments were performed by a male experimenter during the light phase (between 10 am and 4 pm) in accordance with national guidelines (National Institutes of Health) and approved by the Institutional Animal Care and Use Committee of Columbia University.</p>
</sec>
<sec id="S2.SS2">
<title>Immunohistochemistry</title>
<p>Detailed protocol can be found in <xref ref-type="supplementary-material" rid="DS1">Supplementary Methods</xref>.</p>
</sec>
<sec id="S2.SS3">
<title>Behavioral Tests</title>
<p>Behavioral testing was performed following previously published and established protocols (<xref ref-type="bibr" rid="B45">Yang et al., 2012</xref>; <xref ref-type="bibr" rid="B38">Shore et al., 2020</xref>). Detailed protocols can be found in <xref ref-type="supplementary-material" rid="DS1">Supplementary Methods</xref>. In general, tests progressed from the least stressful (open field) to the most stressful (water maze, fear conditioning). A Two-way RM ANOVA, with time and genotype as the two factors, was performed on distance traveled, center time, and vertical movement data collected from the Open Field test. For short-term novelty preference in Y-Maze, an unpaired <italic>t</italic>-test or non-parametric Mann&#x2013;Whitney U test was carried out to analyze preference index (time spent in novel arm/time spent in novel arm + time spent in familiar arm). In the Morris Water Maze, latency to platform, swim distance, and swim speed were all analyzed using Two-way RM ANOVA with Day as the within-subject factor and Genotype as the between subject factor. Mean %time spent in the trained quadrant vs. other qudrants during probe trials 1 (2 h after the last training trial) and 2 (24 h after the last training trial) in the Morris Water maze were analyzed using paired t test, to detect preference. Platform crossings during the probe trials were analyzed using an Unpaired <italic>t</italic>-test. Percentage of time spent freezing during the contextual and cued phases of Fear Conditioning was analyzed using an unpaired <italic>t</italic>-test.</p>
</sec>
</sec>
<sec id="S3">
<title>Results</title>
<p>No sex differences were found in any test employed in the current study. See <xref ref-type="supplementary-material" rid="DS1">Supplementary Material</xref> for statistical results of sex comparisons.</p>
<sec id="S3.SS1">
<title>Impaired Short-Term Spatial Novelty Preference in Old htau Mice</title>
<p>As shown in <xref ref-type="fig" rid="F1">Figure 1A</xref>, 16&#x2013;18 months old htau mice exhibited impaired spatial novelty preference in the Y maze test. An unpaired <italic>t</italic>-test revealed a significantly impaired preference index in htau mice as compared to controls (<italic>t</italic> = 4.47, <italic>p</italic> = 0.0001). Total arm entries were not significantly different between genotypes (<xref ref-type="fig" rid="F1">Figure 1B</xref>, Mann&#x2013;Whitney U Statistic = 77.500, NS). No sex differences were found in either control (<italic>t</italic> = 0.59, NS) or htau (<italic>t</italic> = 0.19, NS), hence sexes were combined in data illustrated in <xref ref-type="fig" rid="F1">Figure 1A</xref>. Additionally, we confirmed that pathological tau alterations in cortical and hippocampal areas were present in the brains of htau mice; observations that agree with previously published analyses of this mouse (<xref ref-type="bibr" rid="B1">Andorfer et al., 2003</xref>), resembling neuropathological features observed in late onset AD brains (<xref ref-type="bibr" rid="B20">Hyman et al., 2012</xref>; <xref ref-type="bibr" rid="B31">Montine et al., 2012</xref>; <xref ref-type="bibr" rid="B11">DeTure and Dickson, 2019</xref>; <xref ref-type="fig" rid="F1">Figure 1C</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Htau mice show impaired spatial novelty preference in Y Maze. <bold>(A)</bold> Preference index was significantly reduced in 16-18 months htau mice in comparison to controls. <bold>(B)</bold> Total arm entries are similar in htau and controls during the Y maze test, ruling out motor confounds. &#x002A;&#x002A;<italic>p</italic> &#x003C; 0.01 vs. control (control, <italic>N</italic> = 13; htau, <italic>N</italic> = 17). <bold>(C)</bold> Representative immunohistochemistry images from the cortex and hippocampus showing accumulation of tau pathology (stained with phospho-specific tau AT8 antibody) in old htau mice compared with age matched control mice. Brain areas shown are involved in the task performance. Scale bars: 120 &#x03BC;m. All values are expressed as means &#x00B1; SEM.</p></caption>
<graphic xlink:href="fnbeh-15-634157-g001.tif"/>
</fig>
</sec>
<sec id="S3.SS2">
<title>Mostly Normal Morris Water Maze Performance in Old htau Mice</title>
<p>As shown in <xref ref-type="fig" rid="F2">Figure 2</xref>, in the Morris Water Maze test, latency to reach the hidden platform was significantly longer in 20-month-old htau mice than in age-matched controls (<xref ref-type="fig" rid="F2">Figure 2A</xref>) (Two-way RM ANOVA, main effect of genotype difference across days: <italic>F</italic><sub>1,18</sub> = 8.42, <italic>p</italic> &#x003C; 0.01). Note that this difference in latency might be related to a close-to-significant trend of htau mice swim slower than control mice (<xref ref-type="fig" rid="F2">Figure 2B</xref>, <italic>F</italic><sub>1,18</sub> = 3.85, <italic>p</italic> = 0.065, NS) and may not reflect learning deficit <italic>per se</italic>. As described below, htau mice exhibited a trend of having higher locomotor activity in the open field test, and we speculate that the slower speed is unlikely to be the result of gross motor defects. Distance swam was similar in both genotypes (<xref ref-type="fig" rid="F2">Figure 2C</xref>, <italic>F</italic><sub>1,18</sub> = 2.78, NS). To see if the animals progressed significantly across days as a result of training, we analyzed the latency data in each genotype using one-way RM ANOVA. The main effect of &#x201C;Day&#x201D; was significant in controls (<italic>F</italic><sub>6,54</sub> = 6.80, <italic>p</italic> &#x003C; 0.001) as well as in htau mice (<italic>F</italic><sub>6,54</sub> = 4.75, <italic>p</italic> &#x003C; 0.001), indicating improved searching as the result of training in both groups (<xref ref-type="fig" rid="F2">Figure 2A</xref>). Percentage of time spent in the trained quadrants and other quadrants during probe trials were analyzed using paired t test within each genotype, to detect preference for the trained quadrant.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Htau mice exhibited normal learning and memory in the Morris Water Maze. <bold>(A)</bold> Latency to platform was significantly longer in 20-month-old htau than in control mice across training days which may be related to marginally slower swim speed in the htau mice <bold>(B)</bold>. No genotype differences were found in swim distance <bold>(C)</bold>. &#x002A;<italic>p</italic> &#x003C; 0.05 vs. controls (control, <italic>N</italic> = 10; htau, <italic>N</italic> = 10). <bold>(D&#x2013;G)</bold> In probe trial 1, performed two hours after the last training trial, and in probe trial 2 performed 24 h later, htau mice exhibited a significant preference for the trained quadrant, showing a higher %time in the Target quadrant than in other quadrants and as compared to the chance level. Control mice exhibited similar preference, except for the insignificant difference between Target and chance in probe trial 1. <sup>&#x0026;</sup><italic>p</italic> &#x003C; 0.05 vs. Other; <sup>#</sup><italic>p</italic> &#x003C; 0.05 vs. chance <bold>(H)</bold> No significant differences were found in number of platform crossings. <bold>(I)</bold> proximal and distal cues of the water maze. All values are expressed as means &#x00B1; SEM.</p></caption>
<graphic xlink:href="fnbeh-15-634157-g002.tif"/>
</fig>
<p>In probe trial 1 (<xref ref-type="fig" rid="F2">Figures 2D,E</xref>) control mice spent significantly more time in the target quadrants than in other quadrants (<italic>t</italic> = 2.03,<italic>p</italic> &#x003C; 0.049) but the difference between %time in the target quadrant and chance level was not significant (<italic>t</italic> = 1.41, <italic>p</italic> = 0.18, NS). htau mice did spend more time in the target quadrant over other quadrants (<italic>t</italic> = 4.46, <italic>p</italic> &#x003C; 0.001) and the difference between %time in the target quadrant and chance level was significant (<italic>t</italic> = 3.11, <italic>p</italic> &#x003C; 0.001). In probe trial 2 (<xref ref-type="fig" rid="F2">Figures 2F,G</xref>), both controls and htau mice spent more time in the target quadrant over other quadrants (control: <italic>p</italic> &#x003C; 0.01; htau: <italic>p</italic> &#x003C; 0.001) and the difference between %time in the target quadrant and chance level was significant for both groups (control: <italic>p</italic> &#x003C; 0.05; htau: <italic>p</italic> &#x003C; 0.001).</p>
<p>These data indicate that both genotypes preferred the quadrant in which the hidden platform used to be located in. The number of platform crossings was not different between genotypes in probe trial 1 (<italic>t</italic> = 1.22, NS, <xref ref-type="fig" rid="F2">Figure 2H</xref>) or probe trial 2 (<italic>t</italic> = 0.00, NS, data not shown). These data indicate normal spatial learning memory in 20 months old htau mice tested in the widely used, standard water maze protocol.</p>
</sec>
<sec id="S3.SS3">
<title>Normal Contextual and Cued Fear Conditioning in Old htau Mice</title>
<p>We next examined contextual and cued fear conditioning. As shown in <xref ref-type="fig" rid="F3">Figure 3A</xref>, 16&#x2013;18 months old htau mice exhibited normal %freezing in the contextual conditioning test. Two-way RM ANOVA revealed a mild but insignificant trend for htau mice to exhibit a higher %freezing in the contextual conditioning test (<italic>F</italic><sub>1,24</sub> = 3.78, <italic>p</italic> = 0.078, NS). The main effect of time (five 1 min bins) was significant (<italic>F</italic><sub>4,24</sub> = 4.00, <italic>p</italic> &#x003C; 0.01) but the interaction of time &#x00D7; genotype was not significant (<italic>F</italic><sub>4,24</sub> = 0.60, NS). In the cued conditioning test, two-way RM ANOVA did not reveal a genotype effect for %freezing (<italic>F</italic><sub>1,24</sub> = 1.60, NS). The main effect of time (min) was significant (<italic>F</italic><sub>4,24</sub> = 6.24, <italic>p</italic> &#x003C; 0.01), but the interaction of time x genotype was not significant (<italic>F</italic><sub>4,24</sub> = 0.20, NS). Pre-shock freezing is close to zero for both genotypes, and the difference was not significant (Mann&#x2013;Whitney = 48.00, NS). Post-shock freezing did not differ between genotypes (Non-parametric Mann&#x2013;Whitney U = 67.00, NS), indicating comparable sensitivity to foot shocks and/or reactivity to the fear stimulus. In both genotypes, two-way RM ANOVA indicated that cued freezing is significantly higher than pre-cue freezing (control, <italic>F</italic><sub>1,11</sub> = 61.72, <italic>p</italic> &#x003C; 0.001; htau, <italic>F</italic><sub>1,13</sub> = 87.78, <italic>p</italic> &#x003C; 0.001).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Normal fear conditioning, anxiety-like behaviors and spontaneous locomotor activity in htau mice. <bold>(A)</bold> 16&#x2013;18 months old htau mice exhibited a normal freezing response in the fear conditioning test. No genotype differences were found in baseline freezing, post-shock freezing, contextual freezing, pre-cue freezing, or cued freezing (control, <italic>N</italic> = 12; htau, <italic>N</italic> = 14). <bold>(B)</bold> A trend was observed for htau mice to travel a longer distance in a 30-minutes open field test. <bold>(C)</bold> No genotype differences were found in time spent in the center zone of the arena. The ratio of center/total distance was transiently higher in htau mice (C insert). These data indicated normal anxiety-like behaviors in htau. <bold>(D)</bold> No genotype differences were found in number of vertical movements (control, <italic>N</italic> = 10; htau, <italic>N</italic> = 10). All values are expressed as means &#x00B1; SEM.</p></caption>
<graphic xlink:href="fnbeh-15-634157-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>Normal Spontaneous Exploratory Activity</title>
<p>As shown in <xref ref-type="fig" rid="F3">Figures 3B&#x2013;D</xref>, 16&#x2013;18 months old htau mice exhibited normal open field locomotor activity. Two-way RM ANOVA did not reveal a significant main effect of genotype on distance traveled (<italic>F</italic><sub>1,18</sub> = 3.11, <italic>p</italic> = 0.095, with htau mice showing a trend towards increased activity). Vertical movements (<italic>F</italic><sub>1,18</sub> = 0.43, NS) and time spent in the center zone (<italic>F</italic><sub>1,18</sub> = 0.32, NS) were also comparable between controls and htau mice. These data ruled out any gross motor abnormalities as confounding factors in the aforementioned learning and memory tests. The ratio of distance moved in the center arena vs. total distance moved was calculated for the first 10 min and the entire 30 min test session. The main effect of genotype was not significant in the first 10 min (two-way RM ANOVA, <italic>F</italic><sub>1,18</sub> = 0.266, NS). Although the main effect of genotype was not significant over the 30-min session either (<italic>F</italic><sub>1,18</sub> = 0.357, NS), a significant genotype &#x00D7; time bin interaction was found (<italic>F</italic><sub>1,18</sub> = 2.867, <italic>p</italic> = 0.019). <italic>Post hoc</italic> analysis indicated that the ratio was transiently higher in control at the 3rd and (<italic>p</italic> &#x003C; 0.05) and 4th (<italic>p</italic> &#x003C; 0.05) time bin. These results are illustrated in <xref ref-type="fig" rid="F3">Figure 3C</xref>.</p>
</sec>
</sec>
<sec id="S4">
<title>Discussion</title>
<p>Cognitive phenotypes in htau mice have not been consistently reported in the past decade (<xref ref-type="table" rid="T1">Table 1</xref>). Overall, the existing literature suggests that the cognitive phenotype in aged htau mice, with standard behavioral testing methods, is not robust. Consequently, in the present study we set out to evaluate learning and memory in our own colony of aged htau mice. We tested 16&#x2013;20 months old htau mice and age-matched controls in a battery of learning and memory tests commonly used to assess AD-like phenotypes in mouse models. While it is interesting that we found an impaired spatial recognition memory in aged htau mice tested in the Y maze, our study aslo revealed normal Morris Water Maze and fear conditioning performances, adding to the body of existing evidence that failed to show robust cognitive impairments in htau mice (<xref ref-type="table" rid="T1">Table 1</xref>). It is notable that in Morris Water Maze, our control mice failed to display a clear preference for the trained quadrant in probe trial 1 (<xref ref-type="fig" rid="F2">Figure 2</xref>). This could be partially attributable to stress and fatigue from the training trials earlier in the day. Although both groups exhibited preference for the trained quadrant in probe trial 2, it is possible that the probe trial performed 2 h after the last training trial could have diminished the strength of preference exhibited in the probe trial performed 24 h later. This is due to the extinction effect, in the absence of a &#x201C;refresher trial&#x201D; between the two probe tests.</p>
<p>Given that the water maze is usually considered one of the most sensitive tests for detecting functional defects of the hippocampus (<xref ref-type="bibr" rid="B42">Vorhees and Williams, 2006</xref>; <xref ref-type="bibr" rid="B23">Kraeuter et al., 2019</xref>), we compared important parameters employed in each experiment, in an effort to comprehend why only about half of previous studies reported water maze deficits in htau mice. We noticed that the ratio of pool-to-platform size is 160 in studies that reported deficits, but only 110 in studies that reported no deficits. Interestingly, age or sex does not seem to be factors that affect result outcome (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>). We argue that the larger the ratio of pool-to-platform size, the more difficult the task is. As such, the discrepancies in previous findings may be partially explained by task difficulty (which is related to pool-to-platform ratio).</p>
<p>Y maze task difficulty is higher than the water maze, due to its lack of strong incentive stimuli and repetitions. In the Y-Maze novel arm preference test, there is only one non-rewarded &#x201C;learning trial&#x201D; before the memory test is performed. In contrast, Morris Water Maze utilizes a strong incentive (escaping the water) and allows the animal multiple days of learning (with four trials/day). These important differences between Y-maze and Morris Water Maze may be helpful to understand why we discovered a deficit in the Y-maze test but not in the Morris Water Maze test. The fear conditioning test also utilizes a salient aversive stimulus&#x2014;three 2-s foot shocks&#x2014;during the conditioning phase. Therefore, behavioral tests that incorporate strong aversive stimuli might not be particularly sensitive to subtle differences in learning and memory performance (<xref ref-type="bibr" rid="B35">Redish and Touretzky, 1998</xref>; <xref ref-type="bibr" rid="B7">Broadbent et al., 2006</xref>).</p>
<p>Given the literature and our own data, we reason that cognitive impairments in htau mice may be too subtle for standard testing procedures to detect. Instead of arguing which tests may be more or less sensitive, we suggest that incorporating a number of different memory tests is a good strategy to ensure that multiple facets of the cognitive phenotype are comprehensively evaluated. In addition, resource permitting, it could be useful to incorporate low-stress operant tests such as the Bussey&#x2013;Saksida touchscreen system (<xref ref-type="bibr" rid="B19">Horner et al., 2013</xref>; <xref ref-type="bibr" rid="B29">Mar et al., 2013</xref>; <xref ref-type="bibr" rid="B32">Oomen et al., 2013</xref>) which has high technical and conceptual similarities with the CANTAB Alzheimer&#x2019;s test battery used to assess cognitive function in human AD patients (<xref ref-type="bibr" rid="B40">Swainson et al., 2001</xref>; <xref ref-type="bibr" rid="B12">Egerhazi et al., 2007</xref>).</p>
<p>Lastly, we want to emphasize the translational value of our novel findings. In this regard, using this humanized mouse model of late onset Alzheimer&#x2019;s tau pathology, we found a spatial recognition memory impairment that might be relevant to some of the key cognitive deficits observed in patients with AD and related dementias. Spatial navigation, in particular, is emerging as a potential cost-effective biomarker to detect cognitive decline in incipient AD and related dementias in the preclinical stages, which has important implications for future diagnostics and treatment approaches (<xref ref-type="bibr" rid="B9">Coughlan et al., 2018</xref>).</p>
</sec>
<sec id="S5">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="S6">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by Institutional Animal Care and Use Committee of Columbia University.</p>
</sec>
<sec id="S7">
<title>Author Contributions</title>
<p>IS-M and MY supervised the project. JC, YK, and ER performed research and conducted behavioral experiments. JC, MY, and IS-M analyzed and interpreted data and wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> This work was supported by NIH grants R01NS095922 and P50AG0008702 to IS-M.</p>
</fn>
</fn-group>
<sec id="S9" sec-type="supplementary material"><title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnbeh.2021.634157/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnbeh.2021.634157/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.pdf" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Andorfer</surname> <given-names>C.</given-names></name> <name><surname>Kress</surname> <given-names>Y.</given-names></name> <name><surname>Espinoza</surname> <given-names>M.</given-names></name> <name><surname>De Silva</surname> <given-names>R.</given-names></name> <name><surname>Tucker</surname> <given-names>K. L.</given-names></name> <name><surname>Barde</surname> <given-names>Y. A.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>Hyperphosphorylation and aggregation of tau in mice expressing normal human tau isoforms.</article-title> <source><italic>J. Neurochem.</italic></source> <volume>86</volume> <fpage>582</fpage>&#x2013;<lpage>590</lpage>. <pub-id pub-id-type="doi">10.1046/j.1471-4159.2003.01879.x</pub-id> <pub-id pub-id-type="pmid">12859672</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arakhamia</surname> <given-names>T.</given-names></name> <name><surname>Lee</surname> <given-names>C. E.</given-names></name> <name><surname>Carlomagno</surname> <given-names>Y.</given-names></name> <name><surname>Duong</surname> <given-names>D. M.</given-names></name> <name><surname>Kundinger</surname> <given-names>S. R.</given-names></name> <name><surname>Wang</surname> <given-names>K.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Posttranslational modifications mediate the structural diversity of tauopathy strains.</article-title> <source><italic>Cell</italic></source> <volume>180</volume> <fpage>633.e612</fpage>&#x2013;<lpage>644.e612</lpage>.</citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Arriagada</surname> <given-names>P. V.</given-names></name> <name><surname>Growdon</surname> <given-names>J. H.</given-names></name> <name><surname>Hedley-Whyte</surname> <given-names>E. T.</given-names></name> <name><surname>Hyman</surname> <given-names>B. T.</given-names></name></person-group> (<year>1992</year>). <article-title>Neurofibrillary tangles but not senile plaques parallel duration and severity of Alzheimer&#x2019;s disease.</article-title> <source><italic>Neurology</italic></source> <volume>42</volume> <fpage>631</fpage>&#x2013;<lpage>639</lpage>. <pub-id pub-id-type="doi">10.1212/wnl.42.3.631</pub-id> <pub-id pub-id-type="pmid">1549228</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Avila</surname> <given-names>J.</given-names></name> <name><surname>Lucas</surname> <given-names>J. J.</given-names></name> <name><surname>Perez</surname> <given-names>M.</given-names></name> <name><surname>Hernandez</surname> <given-names>F.</given-names></name></person-group> (<year>2004</year>). <article-title>Role of tau protein in both physiological and pathological conditions.</article-title> <source><italic>Physiol. Rev.</italic></source> <volume>84</volume> <fpage>361</fpage>&#x2013;<lpage>384</lpage>. <pub-id pub-id-type="doi">10.1152/physrev.00024.2003</pub-id> <pub-id pub-id-type="pmid">15044677</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bejanin</surname> <given-names>A.</given-names></name> <name><surname>Schonhaut</surname> <given-names>D. R.</given-names></name> <name><surname>La Joie</surname> <given-names>R.</given-names></name> <name><surname>Kramer</surname> <given-names>J. H.</given-names></name> <name><surname>Baker</surname> <given-names>S. L.</given-names></name> <name><surname>Sosa</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2017</year>). <article-title>Tau pathology and neurodegeneration contribute to cognitive impairment in Alzheimer&#x2019;s disease.</article-title> <source><italic>Brain</italic></source> <volume>140</volume> <fpage>3286</fpage>&#x2013;<lpage>3300</lpage>.</citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bemiller</surname> <given-names>S. M.</given-names></name> <name><surname>Maphis</surname> <given-names>N. M.</given-names></name> <name><surname>Formica</surname> <given-names>S. V.</given-names></name> <name><surname>Wilson</surname> <given-names>G. N.</given-names></name> <name><surname>Miller</surname> <given-names>C. M.</given-names></name> <name><surname>Xu</surname> <given-names>G.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Genetically enhancing the expression of chemokine domain of CX3CL1 fails to prevent tau pathology in mouse models of tauopathy.</article-title> <source><italic>J. Neuroinflamm.</italic></source> <volume>15</volume>:<issue>278</issue>.</citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Broadbent</surname> <given-names>N. J.</given-names></name> <name><surname>Squire</surname> <given-names>L. R.</given-names></name> <name><surname>Clark</surname> <given-names>R. E.</given-names></name></person-group> (<year>2006</year>). <article-title>Reversible hippocampal lesions disrupt water maze performance during both recent and remote memory tests.</article-title> <source><italic>Learn. Mem.</italic></source> <volume>13</volume> <fpage>187</fpage>&#x2013;<lpage>191</lpage>. <pub-id pub-id-type="doi">10.1101/lm.134706</pub-id> <pub-id pub-id-type="pmid">16585794</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castillo-Carranza</surname> <given-names>D. L.</given-names></name> <name><surname>Gerson</surname> <given-names>J. E.</given-names></name> <name><surname>Sengupta</surname> <given-names>U.</given-names></name> <name><surname>Guerrero-Mu&#x00F1;oz</surname> <given-names>M. J.</given-names></name> <name><surname>Lasagna-Reeves</surname> <given-names>C. A.</given-names></name> <name><surname>Kayed</surname> <given-names>R.</given-names></name></person-group> (<year>2014</year>). <article-title>Specific targeting of tau oligomers in htau mice prevents cognitive impairment and tau toxicity following injection with brain-derived tau oligomeric seeds.</article-title> <source><italic>J. Alzheimer&#x2019;s Dis.</italic></source> <volume>40</volume> <fpage>S97</fpage>&#x2013;<lpage>S111</lpage>.</citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Coughlan</surname> <given-names>G.</given-names></name> <name><surname>Laczo</surname> <given-names>J.</given-names></name> <name><surname>Hort</surname> <given-names>J.</given-names></name> <name><surname>Minihane</surname> <given-names>A. M.</given-names></name> <name><surname>Hornberger</surname> <given-names>M.</given-names></name></person-group> (<year>2018</year>). <article-title>Spatial navigation deficits - overlooked cognitive marker for preclinical Alzheimer disease?</article-title> <source><italic>Nat. Rev. Neurol.</italic></source> <volume>14</volume> <fpage>496</fpage>&#x2013;<lpage>506</lpage>. <pub-id pub-id-type="doi">10.1038/s41582-018-0031-x</pub-id> <pub-id pub-id-type="pmid">29980763</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>De Strooper</surname> <given-names>B.</given-names></name> <name><surname>Karran</surname> <given-names>E.</given-names></name></person-group> (<year>2016</year>). <article-title>The cellular phase of Alzheimer&#x2019;s disease.</article-title> <source><italic>Cell</italic></source> <volume>164</volume> <fpage>603</fpage>&#x2013;<lpage>615</lpage>.</citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>DeTure</surname> <given-names>M. A.</given-names></name> <name><surname>Dickson</surname> <given-names>D. W.</given-names></name></person-group> (<year>2019</year>). <article-title>The neuropathological diagnosis of Alzheimer&#x2019;s disease.</article-title> <source><italic>Mol. Neurodegener.</italic></source> <volume>14</volume>:<issue>32</issue>.</citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Egerhazi</surname> <given-names>A.</given-names></name> <name><surname>Berecz</surname> <given-names>R.</given-names></name> <name><surname>Bartok</surname> <given-names>E.</given-names></name> <name><surname>Degrell</surname> <given-names>I.</given-names></name></person-group> (<year>2007</year>). <article-title>Automated neuropsychological test battery (CANTAB) in mild cognitive impairment and in Alzheimer&#x2019;s disease.</article-title> <source><italic>Prog. Neuropsychopharmacol. Biol. Psychiatry</italic></source> <volume>31</volume> <fpage>746</fpage>&#x2013;<lpage>751</lpage>. <pub-id pub-id-type="doi">10.1016/j.pnpbp.2007.01.011</pub-id> <pub-id pub-id-type="pmid">17289240</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Esp&#x00ED;ndola</surname> <given-names>S. L.</given-names></name> <name><surname>Damianich</surname> <given-names>A.</given-names></name> <name><surname>Alvarez</surname> <given-names>R. J.</given-names></name> <name><surname>Sartor</surname> <given-names>M.</given-names></name> <name><surname>Belforte</surname> <given-names>J. E.</given-names></name> <name><surname>Ferrario</surname> <given-names>J. E.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Modulation of tau isoforms imbalance precludes tau pathology and cognitive decline in a mouse model of tauopathy.</article-title> <source><italic>Cell Rep.</italic></source> <volume>23</volume> <fpage>709</fpage>&#x2013;<lpage>715</lpage>. <pub-id pub-id-type="doi">10.1016/j.celrep.2018.03.079</pub-id> <pub-id pub-id-type="pmid">29669277</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>F&#x00E1;</surname> <given-names>M.</given-names></name> <name><surname>Puzzo</surname> <given-names>D.</given-names></name> <name><surname>Piacentini</surname> <given-names>R.</given-names></name> <name><surname>Staniszewski</surname> <given-names>A.</given-names></name> <name><surname>Zhang</surname> <given-names>H.</given-names></name> <name><surname>Baltrons</surname> <given-names>M. A.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Extracellular tau oligomers produce an immediate impairment of LTP and memory.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>6</volume>:<issue>19393</issue>.</citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Geiszler</surname> <given-names>P. C.</given-names></name> <name><surname>Barron</surname> <given-names>M. R.</given-names></name> <name><surname>Pardon</surname> <given-names>M.-C.</given-names></name></person-group> (<year>2016</year>). <article-title>Impaired burrowing is the most prominent behavioral deficit of aging htau mice.</article-title> <source><italic>Neuroscience</italic></source> <volume>329</volume> <fpage>98</fpage>&#x2013;<lpage>111</lpage>. <pub-id pub-id-type="doi">10.1016/j.neuroscience.2016.05.004</pub-id> <pub-id pub-id-type="pmid">27167086</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gotz</surname> <given-names>J.</given-names></name> <name><surname>Halliday</surname> <given-names>G.</given-names></name> <name><surname>Nisbet</surname> <given-names>R. M.</given-names></name></person-group> (<year>2019</year>). <article-title>Molecular pathogenesis of the tauopathies.</article-title> <source><italic>Annu. Rev. Pathol.</italic></source> <volume>14</volume> <fpage>239</fpage>&#x2013;<lpage>261</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-pathmechdis-012418-012936</pub-id> <pub-id pub-id-type="pmid">30355155</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Guo</surname> <given-names>T.</given-names></name> <name><surname>Noble</surname> <given-names>W.</given-names></name> <name><surname>Hanger</surname> <given-names>D. P.</given-names></name></person-group> (<year>2017</year>). <article-title>Roles of tau protein in health and disease.</article-title> <source><italic>Acta Neuropathol.</italic></source> <volume>133</volume> <fpage>665</fpage>&#x2013;<lpage>704</lpage>. <pub-id pub-id-type="doi">10.1007/s00401-017-1707-9</pub-id> <pub-id pub-id-type="pmid">28386764</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Harrison</surname> <given-names>T. M.</given-names></name> <name><surname>La Joie</surname> <given-names>R.</given-names></name> <name><surname>Maass</surname> <given-names>A.</given-names></name> <name><surname>Baker</surname> <given-names>S. L.</given-names></name> <name><surname>Swinnerton</surname> <given-names>K.</given-names></name> <name><surname>Fenton</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>Longitudinal tau accumulation and atrophy in aging and alzheimer disease.</article-title> <source><italic>Ann. Neurol.</italic></source> <volume>85</volume> <fpage>229</fpage>&#x2013;<lpage>240</lpage>. <pub-id pub-id-type="doi">10.1002/ana.25406</pub-id> <pub-id pub-id-type="pmid">30597624</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Horner</surname> <given-names>A. E.</given-names></name> <name><surname>Heath</surname> <given-names>C. J.</given-names></name> <name><surname>Hvoslef-Eide</surname> <given-names>M.</given-names></name> <name><surname>Kent</surname> <given-names>B. A.</given-names></name> <name><surname>Kim</surname> <given-names>C. H.</given-names></name> <name><surname>Nilsson</surname> <given-names>S. R.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>The touchscreen operant platform for testing learning and memory in rats and mice.</article-title> <source><italic>Nat. Protoc.</italic></source> <volume>8</volume> <fpage>1961</fpage>&#x2013;<lpage>1984</lpage>. <pub-id pub-id-type="doi">10.1038/nprot.2013.122</pub-id> <pub-id pub-id-type="pmid">24051959</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hyman</surname> <given-names>B. T.</given-names></name> <name><surname>Phelps</surname> <given-names>C. H.</given-names></name> <name><surname>Beach</surname> <given-names>T. G.</given-names></name> <name><surname>Bigio</surname> <given-names>E. H.</given-names></name> <name><surname>Cairns</surname> <given-names>N. J.</given-names></name> <name><surname>Carrillo</surname> <given-names>M. C.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>National institute on Aging-Alzheimer&#x2019;s association guidelines for the neuropathologic assessment of Alzheimer&#x2019;s disease.</article-title> <source><italic>Alzheimers Dement</italic></source> <volume>8</volume> <fpage>1</fpage>&#x2013;<lpage>13</lpage>.</citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jack</surname> <given-names>C. R.</given-names> <suffix>Jr.</suffix></name> <name><surname>Bennett</surname> <given-names>D. A.</given-names></name> <name><surname>Blennow</surname> <given-names>K.</given-names></name> <name><surname>Carrillo</surname> <given-names>M. C.</given-names></name> <name><surname>Dunn</surname> <given-names>B.</given-names></name> <name><surname>Haeberlein</surname> <given-names>S. B.</given-names></name></person-group> (<year>2018</year>). <article-title>NIA-AA research framework: toward a biological definition of Alzheimer&#x2019;s disease.</article-title> <source><italic>Alzheimers Dement</italic></source> <volume>14</volume> <fpage>535</fpage>&#x2013;<lpage>562</lpage>. <pub-id pub-id-type="doi">10.1016/j.jalz.2018.02.018</pub-id> <pub-id pub-id-type="pmid">29653606</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kokiko-Cochran</surname> <given-names>O. N.</given-names></name> <name><surname>Saber</surname> <given-names>M.</given-names></name> <name><surname>Puntambekar</surname> <given-names>S.</given-names></name> <name><surname>Bemiller</surname> <given-names>S. M.</given-names></name> <name><surname>Katsumoto</surname> <given-names>A.</given-names></name> <name><surname>Lee</surname> <given-names>Y.-S.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Traumatic Brain injury in hTau model mice: enhanced acute macrophage response and altered Long-Term Recovery.</article-title> <source><italic>J. Neurotrauma</italic></source> <volume>35</volume> <fpage>73</fpage>&#x2013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1089/neu.2017.5203</pub-id> <pub-id pub-id-type="pmid">28859549</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kraeuter</surname> <given-names>A. K.</given-names></name> <name><surname>Guest</surname> <given-names>P. C.</given-names></name> <name><surname>Sarnyai</surname> <given-names>Z.</given-names></name></person-group> (<year>2019</year>). <article-title>The Y-Maze for assessment of spatial working and reference memory in mice.</article-title> <source><italic>Methods Mol. Biol.</italic></source> <volume>1916</volume> <fpage>105</fpage>&#x2013;<lpage>111</lpage>. <pub-id pub-id-type="doi">10.1007/978-1-4939-8994-2_10</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>La Joie</surname> <given-names>R.</given-names></name> <name><surname>Visani</surname> <given-names>A. V.</given-names></name> <name><surname>Baker</surname> <given-names>S. L.</given-names></name> <name><surname>Brown</surname> <given-names>J. A.</given-names></name> <name><surname>Bourakova</surname> <given-names>V.</given-names></name> <name><surname>Cha</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Prospective longitudinal atrophy in Alzheimer&#x2019;s disease correlates with the intensity and topography of baseline tau-PET.</article-title> <source><italic>Sci. Transl. Med.</italic></source> <volume>12</volume>:<issue>eaau5732</issue>. <pub-id pub-id-type="doi">10.1126/scitranslmed.aau5732</pub-id> <pub-id pub-id-type="pmid">31894103</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lardenoije</surname> <given-names>R.</given-names></name> <name><surname>Iatrou</surname> <given-names>A.</given-names></name> <name><surname>Kenis</surname> <given-names>G.</given-names></name> <name><surname>Kompotis</surname> <given-names>K.</given-names></name> <name><surname>Steinbusch</surname> <given-names>H. W.</given-names></name> <name><surname>Mastroeni</surname> <given-names>D.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>The epigenetics of aging and neurodegeneration.</article-title> <source><italic>Prog. Neurobiol.</italic></source> <volume>131</volume> <fpage>21</fpage>&#x2013;<lpage>64</lpage>.</citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ma</surname> <given-names>Q.-L.</given-names></name> <name><surname>Zuo</surname> <given-names>X.</given-names></name> <name><surname>Yang</surname> <given-names>F.</given-names></name> <name><surname>Ubeda</surname> <given-names>O. J.</given-names></name> <name><surname>Gant</surname> <given-names>D. J.</given-names></name> <name><surname>Alaverdyan</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Curcumin suppresses soluble tau dimers and corrects molecular chaperone. Synaptic, and Behavioral Deficits in Aged Human Tau Transgenic Mice.</article-title> <source><italic>J. Biol. Chem.</italic></source> <volume>288</volume> <fpage>4056</fpage>&#x2013;<lpage>4065</lpage>. <pub-id pub-id-type="doi">10.1074/jbc.m112.393751</pub-id> <pub-id pub-id-type="pmid">23264626</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mair</surname> <given-names>W.</given-names></name> <name><surname>Muntel</surname> <given-names>J.</given-names></name> <name><surname>Tepper</surname> <given-names>K.</given-names></name> <name><surname>Tang</surname> <given-names>S.</given-names></name> <name><surname>Biernat</surname> <given-names>J.</given-names></name> <name><surname>Seeley</surname> <given-names>W. W.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>FLEXITau: quantifying post-translational modifications of tau protein in vitro and in human disease.</article-title> <source><italic>Anal Chem.</italic></source> <volume>88</volume> <fpage>3704</fpage>&#x2013;<lpage>3714</lpage>. <pub-id pub-id-type="doi">10.1021/acs.analchem.5b04509</pub-id> <pub-id pub-id-type="pmid">26877193</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Maphis</surname> <given-names>N.</given-names></name> <name><surname>Jiang</surname> <given-names>S.</given-names></name> <name><surname>Xu</surname> <given-names>G.</given-names></name> <name><surname>Kokiko-Cochran</surname> <given-names>O. N.</given-names></name> <name><surname>Roy</surname> <given-names>S. M.</given-names></name> <name><surname>Van Eldik</surname> <given-names>L. J.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>Selective suppression of the &#x03B1; isoform of p38 MAPK rescues late-stage tau pathology.</article-title> <source><italic>Alzheimer&#x2019;s Res. Ther.</italic></source> <volume>8</volume>:<issue>54</issue>.</citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mar</surname> <given-names>A. C.</given-names></name> <name><surname>Horner</surname> <given-names>A. E.</given-names></name> <name><surname>Nilsson</surname> <given-names>S. R.</given-names></name> <name><surname>Alsio</surname> <given-names>J.</given-names></name> <name><surname>Kent</surname> <given-names>B. A.</given-names></name> <name><surname>Kim</surname> <given-names>C. H.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>The touchscreen operant platform for assessing executive function in rats and mice.</article-title> <source><italic>Nat. Protoc.</italic></source> <volume>8</volume> <fpage>1985</fpage>&#x2013;<lpage>2005</lpage>. <pub-id pub-id-type="doi">10.1038/nprot.2013.123</pub-id> <pub-id pub-id-type="pmid">24051960</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Millan</surname> <given-names>M. J.</given-names></name></person-group> (<year>2017</year>). <article-title>Linking deregulation of non-coding RNA to the core pathophysiology of Alzheimer&#x2019;s disease: an integrative review.</article-title> <source><italic>Prog. Neurobiol.</italic></source> <volume>156</volume> <fpage>1</fpage>&#x2013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1016/j.pneurobio.2017.03.004</pub-id> <pub-id pub-id-type="pmid">28322921</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Montine</surname> <given-names>T. J.</given-names></name> <name><surname>Phelps</surname> <given-names>C. H.</given-names></name> <name><surname>Beach</surname> <given-names>T. G.</given-names></name> <name><surname>Bigio</surname> <given-names>E. H.</given-names></name> <name><surname>Cairns</surname> <given-names>N. J.</given-names></name> <name><surname>Dickson</surname> <given-names>D. W.</given-names></name></person-group> (<year>2012</year>). <article-title>National institute on Aging-Alzheimer&#x2019;s association guidelines for the neuropathologic assessment of Alzheimer&#x2019;s disease: a practical approach.</article-title> <source><italic>Acta Neuropathol.</italic></source> <volume>123</volume> <fpage>1</fpage>&#x2013;<lpage>11</lpage>.</citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oomen</surname> <given-names>C. A.</given-names></name> <name><surname>Hvoslef-Eide</surname> <given-names>M.</given-names></name> <name><surname>Heath</surname> <given-names>C. J.</given-names></name> <name><surname>Mar</surname> <given-names>A. C.</given-names></name> <name><surname>Horner</surname> <given-names>A. E.</given-names></name> <name><surname>Bussey</surname> <given-names>T. J.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>The touchscreen operant platform for testing working memory and pattern separation in rats and mice.</article-title> <source><italic>Nat. Protoc.</italic></source> <volume>8</volume> <fpage>2006</fpage>&#x2013;<lpage>2021</lpage>. <pub-id pub-id-type="doi">10.1038/nprot.2013.124</pub-id> <pub-id pub-id-type="pmid">24051961</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Polydoro</surname> <given-names>M.</given-names></name> <name><surname>Acker</surname> <given-names>C. M.</given-names></name> <name><surname>Duff</surname> <given-names>K.</given-names></name> <name><surname>Castillo</surname> <given-names>P. E.</given-names></name> <name><surname>Davies</surname> <given-names>P.</given-names></name></person-group> (<year>2009</year>). <article-title>Age-dependent impairment of cognitive and synaptic function in the htau mouse model of tau pathology.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>29</volume> <fpage>10741</fpage>&#x2013;<lpage>10749</lpage>. <pub-id pub-id-type="doi">10.1523/jneurosci.1065-09.2009</pub-id> <pub-id pub-id-type="pmid">19710325</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Qian</surname> <given-names>S.</given-names></name> <name><surname>Gu</surname> <given-names>J.</given-names></name> <name><surname>Dai</surname> <given-names>W.</given-names></name> <name><surname>Jin</surname> <given-names>N.</given-names></name> <name><surname>Chu</surname> <given-names>D.</given-names></name> <name><surname>Huang</surname> <given-names>Q.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Sirt1 enhances tau exon 10 inclusion and improves spatial memory of Htau mice.</article-title> <source><italic>Aging (Albany NY)</italic></source> <volume>10</volume> <fpage>2498</fpage>&#x2013;<lpage>2510</lpage>. <pub-id pub-id-type="doi">10.18632/aging.101564</pub-id> <pub-id pub-id-type="pmid">30243024</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Redish</surname> <given-names>A. D.</given-names></name> <name><surname>Touretzky</surname> <given-names>D. S.</given-names></name></person-group> (<year>1998</year>). <article-title>The role of the hippocampus in solving the Morris Water Maze.</article-title> <source><italic>Neural. Comput.</italic></source> <volume>10</volume> <fpage>73</fpage>&#x2013;<lpage>111</lpage>. <pub-id pub-id-type="doi">10.1162/089976698300017908</pub-id> <pub-id pub-id-type="pmid">9501505</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rossi</surname> <given-names>F.</given-names></name> <name><surname>Geiszler</surname> <given-names>P. C.</given-names></name> <name><surname>Meng</surname> <given-names>W.</given-names></name> <name><surname>Barron</surname> <given-names>M. R.</given-names></name> <name><surname>Prior</surname> <given-names>M.</given-names></name> <name><surname>Herd-Smith</surname> <given-names>A.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>NAD-biosynthetic enzyme NMNAT1 reduces early behavioral impairment in the htau mouse model of tauopathy.</article-title> <source><italic>Behav. Brain Res.</italic></source> <volume>339</volume> <fpage>140</fpage>&#x2013;<lpage>152</lpage>. <pub-id pub-id-type="doi">10.1016/j.bbr.2017.11.030</pub-id> <pub-id pub-id-type="pmid">29175372</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sartori</surname> <given-names>M.</given-names></name> <name><surname>Mendes</surname> <given-names>T.</given-names></name> <name><surname>Desai</surname> <given-names>S.</given-names></name> <name><surname>Lasorsa</surname> <given-names>A.</given-names></name> <name><surname>Herledan</surname> <given-names>A.</given-names></name> <name><surname>Malmanche</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>BIN1 recovers tauopathy-induced long-term memory deficits in mice and interacts with Tau through Thr348 phosphorylation.</article-title> <source><italic>Acta Neuropathol.</italic></source> <volume>138</volume> <fpage>631</fpage>&#x2013;<lpage>652</lpage>. <pub-id pub-id-type="doi">10.1007/s00401-019-02017-9</pub-id> <pub-id pub-id-type="pmid">31065832</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shore</surname> <given-names>A. N.</given-names></name> <name><surname>Colombo</surname> <given-names>S.</given-names></name> <name><surname>Tobin</surname> <given-names>W. F.</given-names></name> <name><surname>Petri</surname> <given-names>S.</given-names></name> <name><surname>Cullen</surname> <given-names>E. R.</given-names></name> <name><surname>Dominguez</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Reduced GABAergic neuron excitability. Altered synaptic connectivity, and seizures in a KCNT1 Gain-of-Function mouse model of childhood epilepsy.</article-title> <source><italic>Cell Rep.</italic></source> <volume>33</volume>:<issue>108303</issue>. <pub-id pub-id-type="doi">10.1016/j.celrep.2020.108303</pub-id> <pub-id pub-id-type="pmid">33113364</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Strang</surname> <given-names>K. H.</given-names></name> <name><surname>Golde</surname> <given-names>T. E.</given-names></name> <name><surname>Giasson</surname> <given-names>B. I.</given-names></name></person-group> (<year>2019</year>). <article-title>MAPT mutations, tauopathy, and mechanisms of neurodegeneration.</article-title> <source><italic>Lab. Invest.</italic></source> <volume>99</volume> <fpage>912</fpage>&#x2013;<lpage>928</lpage>. <pub-id pub-id-type="doi">10.1038/s41374-019-0197-x</pub-id> <pub-id pub-id-type="pmid">30742061</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Swainson</surname> <given-names>R.</given-names></name> <name><surname>Hodges</surname> <given-names>J. R.</given-names></name> <name><surname>Galton</surname> <given-names>C. J.</given-names></name> <name><surname>Semple</surname> <given-names>J.</given-names></name> <name><surname>Michael</surname> <given-names>A.</given-names></name> <name><surname>Dunn</surname> <given-names>B. D.</given-names></name><etal/></person-group> (<year>2001</year>). <article-title>Early detection and differential diagnosis of Alzheimer&#x2019;s disease and depression with neuropsychological tasks.</article-title> <source><italic>Dement Geriatr. Cogn. Disord.</italic></source> <volume>12</volume> <fpage>265</fpage>&#x2013;<lpage>280</lpage>. <pub-id pub-id-type="doi">10.1159/000051269</pub-id> <pub-id pub-id-type="pmid">11351138</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Trabzuni</surname> <given-names>D.</given-names></name> <name><surname>Wray</surname> <given-names>S.</given-names></name> <name><surname>Vandrovcova</surname> <given-names>J.</given-names></name> <name><surname>Ramasamy</surname> <given-names>A.</given-names></name> <name><surname>Walker</surname> <given-names>R.</given-names></name> <name><surname>Smith</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>MAPT expression and splicing is differentially regulated by brain region: relation to genotype and implication for tauopathies.</article-title> <source><italic>Hum. Mol. Genet.</italic></source> <volume>21</volume> <fpage>4094</fpage>&#x2013;<lpage>4103</lpage>. <pub-id pub-id-type="doi">10.1093/hmg/dds238</pub-id> <pub-id pub-id-type="pmid">22723018</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vorhees</surname> <given-names>C. V.</given-names></name> <name><surname>Williams</surname> <given-names>M. T.</given-names></name></person-group> (<year>2006</year>). <article-title>Morris Water Maze: procedures for assessing spatial and related forms of learning and memory.</article-title> <source><italic>Nat. Protoc.</italic></source> <volume>1</volume> <fpage>848</fpage>&#x2013;<lpage>858</lpage>. <pub-id pub-id-type="doi">10.1038/nprot.2006.116</pub-id> <pub-id pub-id-type="pmid">17406317</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>J.-Z.</given-names></name> <name><surname>Liu</surname> <given-names>F.</given-names></name></person-group> (<year>2008</year>). <article-title>Microtubule-associated protein tau in development, degeneration and protection of neurons.</article-title> <source><italic>Progr. Neurobiol.</italic></source> <volume>85</volume> <fpage>148</fpage>&#x2013;<lpage>175</lpage>. <pub-id pub-id-type="doi">10.1016/j.pneurobio.2008.03.002</pub-id> <pub-id pub-id-type="pmid">18448228</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>Y.</given-names></name> <name><surname>Mandelkow</surname> <given-names>E.</given-names></name></person-group> (<year>2016</year>). <article-title>Tau in physiology and pathology.</article-title> <source><italic>Nat. Rev. Neurosci.</italic></source> <volume>17</volume> <fpage>5</fpage>&#x2013;<lpage>21</lpage>.</citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yang</surname> <given-names>M.</given-names></name> <name><surname>Bozdagi</surname> <given-names>O.</given-names></name> <name><surname>Scattoni</surname> <given-names>M. L.</given-names></name> <name><surname>Wohr</surname> <given-names>M.</given-names></name> <name><surname>Roullet</surname> <given-names>F. I.</given-names></name> <name><surname>Katz</surname> <given-names>A. M.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Reduced excitatory neurotransmission and mild autism-relevant phenotypes in adolescent Shank3 null mutant mice.</article-title> <source><italic>J. Neurosci.</italic></source> <volume>32</volume> <fpage>6525</fpage>&#x2013;<lpage>6541</lpage>.</citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yetman</surname> <given-names>M. J.</given-names></name> <name><surname>Fowler</surname> <given-names>S. W.</given-names></name> <name><surname>Jankowsky</surname> <given-names>J. L.</given-names></name></person-group> (<year>2016</year>). <article-title>Humanized tau mice with regionalized amyloid exhibit behavioral deficits but no pathological interaction.</article-title> <source><italic>PLoS One</italic></source> <volume>11</volume>:<issue>e0153724</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0153724</pub-id> <pub-id pub-id-type="pmid">27070146</pub-id></citation></ref>
</ref-list>
</back>
</article>