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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neural Circuits</journal-id>
<journal-title>Frontiers in Neural Circuits</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neural Circuits</abbrev-journal-title>
<issn pub-type="epub">1662-5110</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fncir.2025.1630932</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>Volitional and forced running ability in mice lacking intact primary motor cortex</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Abo</surname> <given-names>Ryusei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref rid="fn0001" ref-type="author-notes"><sup>&#x2020;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ishikawa</surname> <given-names>Mei</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Shinohara</surname> <given-names>Rio</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Michikawa</surname> <given-names>Takayuki</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Imayoshi</surname> <given-names>Itaru</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Laboratory of Brain Development and Regeneration, Graduate School of Biostudies, Kyoto University</institution>, <addr-line>Kyoto</addr-line>, <country>Japan</country></aff>
<aff id="aff2"><sup>2</sup><institution>Laboratory of Optical Biomedical Science, Institute for Life and Medical Sciences, Kyoto University</institution>, <addr-line>Kyoto</addr-line>, <country>Japan</country></aff>
<aff id="aff3"><sup>3</sup><institution>Biotechnological Optics Research Team, RIKEN Center for Advanced Photonics</institution>, <addr-line>Saitama</addr-line>, <country>Japan</country></aff>
<aff id="aff4"><sup>4</sup><institution>Center for Living Systems Information Science, Graduate School of Biostudies, Kyoto University</institution>, <addr-line>Kyoto</addr-line>, <country>Japan</country></aff>
<aff id="aff5"><sup>5</sup><institution>Laboratory of Deconstruction of Stem Cells, Institute for Life and Medical Sciences, Kyoto University</institution>, <addr-line>Kyoto</addr-line>, <country>Japan</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0002"><p>Edited by: H&#x00E9;lio V. Cabral, University of Brescia, Italy</p></fn>
<fn fn-type="edited-by" id="fn0003"><p>Reviewed by: Mohamed Hisham Mousa, Temple University, United States</p><p>Mansour Taleshi, Aalto University, Finland</p></fn>
<corresp id="c001">&#x002A;Correspondence: Takayuki Michikawa, <email>michikawa.takayuki.2e@kyoto-u.ac.jp</email></corresp>
<fn id="fn0001" fn-type="present-address"><p><sup>&#x2020;</sup>Present address: Ryusei AboOkinawa Institute of Science and Technology, Okinawa, Japan</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>14</day>
<month>08</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>19</volume>
<elocation-id>1630932</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>05</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2025 Abo, Ishikawa, Shinohara, Michikawa and Imayoshi.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Abo, Ishikawa, Shinohara, Michikawa and Imayoshi</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>The coordination of various brain regions achieves both volitional and forced motor control, but the role of the primary motor cortex in proficient running motor control remains unclear. This study trained mice to run at high performance (&#x003E;10,000 rotations per day or &#x003E;2,700 rotations per hour) using a running wheel, and then assessed the effects of the removal of bilateral cortical areas including the primary motor cortex on volitional (self-initiated) and forced (externally driven) running locomotion. The control sham-operated group revealed a quick recovery of volitional running, reaching half of the maximum daily rotation in 3.9 &#x00B1; 2.6&#x202F;days (<italic>n</italic> =&#x202F;10). In contrast, the cortical injury group took a significantly longer period (7.0&#x202F;&#x00B1; 3.3&#x202F;days, <italic>n</italic> =&#x202F;15, <italic>p</italic>&#x202F;&#x003C;&#x202F;0.05) to reach half of the maximum volitional daily rotation, but recovered to preoperative levels in about two weeks. Furthermore, even 3&#x202F;days after surgery to remove cortical regions, the running time on a treadmill moving at 35.3&#x202F;cm/s, which is difficult for na&#x00EF;ve mice to run on, was not significantly different from that in the sham-operated group. These results suggest that the intact primary motor cortex is not necessarily required to execute trained fast-running locomotion, but rather contributes to the spontaneity of running in mice.</p>
</abstract>
<kwd-group>
<kwd>motor control</kwd>
<kwd>cerebrum</kwd>
<kwd>running wheel</kwd>
<kwd>treadmill</kwd>
<kwd>cortical injury</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="3"/>
<ref-count count="31"/>
<page-count count="9"/>
<word-count count="6078"/>
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</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<p>Even seemingly simple behaviors like reaching, grasping or walking require a high degree of coordination between various brain regions. Although the rhythms of walking are thought to be produced by a neural circuit in the spinal cord called the central pattern generator (CPG) (<xref ref-type="bibr" rid="ref7">Brown, 1911</xref>; <xref ref-type="bibr" rid="ref13">Grillner and El Manira, 2020</xref>), the role of the cerebral motor cortex in the gait control has been the subject of various studies. Canines and felines with cooled motor cortex could walk on flat surfaces but have difficulty walking on ladders and wire mesh, suggesting that the motor cortex is involved in the coordination and adaptation of skilled walking movements rather than in basic gait rhythm generation (<xref ref-type="bibr" rid="ref3">Armstrong, 1986</xref>). Feline motor cortex neurons exhibit activity changes linked to gait phase (<xref ref-type="bibr" rid="ref4">Beloozerova and Sirota, 1993</xref>), and electrical stimulation of motor cortex neurons can alter hindlimb movements during walking (<xref ref-type="bibr" rid="ref6">Bretzner and Drew, 2005</xref>). In mice, spontaneous walking and grooming movements have been reported immediately after damage to the bilateral cortical primary motor cortex (<xref ref-type="bibr" rid="ref18">Nicholas and Yttri, 2024</xref>). Unilateral ischemic strokes in the motor cortex of the mouse resulted in slight and transitory deficits in the skilled placement of the contralateral fore paw and hind paw without affecting fundamental aspects of locomotion during swimming, walking and wading (<xref ref-type="bibr" rid="ref31">Zorner et al., 2010</xref>). After traumatic injury to the unilateral mouse sensorimotor cortex, forced walking or running movement on a treadmill appeared normal, and detailed kinetic analysis has only reported minute effects (<xref ref-type="bibr" rid="ref28">Ueno and Yamashita, 2011</xref>). These reports have in common that the brain mechanisms of gait motor control depend to a small extent on the cortical motor cortex.</p>
<p>When humans and animals move voluntarily at a time of their own choosing, rather than being forced to move, readiness potentials, a slow buildup of electrical potential recorded by electroencephalography, are generated in a specific region of the brain prior to movement (<xref ref-type="bibr" rid="ref15">Libet et al., 1983</xref>; <xref ref-type="bibr" rid="ref23">Schurger et al., 2021</xref>). The readiness potential is commonly characterized as having an early and a late component (<xref ref-type="bibr" rid="ref15">Libet et al., 1983</xref>). The early component (~1,500&#x2013;400&#x202F;ms prior to movement onset) is a gradual increase in negativity evoked in the supplementary motor area and premotor cortex, whereas the late component (~400&#x2013;0&#x202F;ms) is generated by activity in the primary motor cortex. The readiness potential has traditionally been interpreted as a sign of planning and preparation for movement, but this view is actively debated (<xref ref-type="bibr" rid="ref23">Schurger et al., 2021</xref>; <xref ref-type="bibr" rid="ref27">Triggiani et al., 2023</xref>). It is hypothesized that motor volition is generated in the medial prefrontal cortex (<xref ref-type="bibr" rid="ref5">Brass and Haggard, 2008</xref>; <xref ref-type="bibr" rid="ref20">Passingham et al., 2010</xref>) and that all voluntary physical movement instructions go through the final stage of the primary motor cortex (<xref ref-type="bibr" rid="ref14">Haggard, 2009</xref>). However, the difference in the role of the primary motor cortex in executing volitional (self-initiated) and forced (externally driven) running locomotion remains elusive.</p>
<p>Spinning wheel locomotion has been observed in the wild and reported to be part of play, escape and exploratory behavior (<xref ref-type="bibr" rid="ref17">Meijer and Robbers, 2014</xref>). Spontaneous wheel running is less stressful and closer to mice&#x2019;s natural locomotor pattern than forced treadmill exercise (<xref ref-type="bibr" rid="ref16">Manzanares et al., 2018</xref>). Furthermore, running wheels have been used as a model for exercise training, as the number and frequency of wheel rotations can be electronically recorded and analyzed for individual data (<xref ref-type="bibr" rid="ref11">Goh and Ladiges, 2015</xref>). On the other hand, treadmill testing does not rely on voluntary activity and can be completed in a short time, making it suitable for elucidating the mechanisms involved in motor adaptation and qualitatively assessing walking movements (<xref ref-type="bibr" rid="ref8">Dougherty et al., 2016</xref>; <xref ref-type="bibr" rid="ref22">Schmitt et al., 2020</xref>).</p>
<p>In this study, mice were trained using a running wheel to acquire the locomotor functions that enable high-speed running. Then, the effects of cortical damage on both volitional and forced high-speed running ability were assessed using a running wheel and treadmill, respectively (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). The results elucidated a novel aspect of the role of the primary motor cortex in trained gait motor control.</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Conceptual diagram of the research strategy. <bold>(A)</bold> A running wheel is introduced in the home cage to encourage mice to perform volitional running movements; once the total number of rotations per day has reached the criteria, running ability is measured on a treadmill. For mice that have acquired sufficient running ability, surgery is performed to aspirate the bilateral cortical areas including primary motor cortex. Volitional running with a running wheel and forced running on a treadmill are then measured. <bold>(B)</bold> DAPI staining images of the cerebral cortical section (0.38&#x202F;mm from the bregma) of the mouse two weeks after sham operation in the left panel and the section (&#x2212;0.34&#x202F;mm from the bregma) of the mouse two weeks after injury in the right panel. Injured sites are indicated by arrowheads. Scale bars: 500&#x202F;&#x03BC;m.</p>
</caption>
<graphic xlink:href="fncir-19-1630932-g001.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Diagram labeled "A" and "B" illustrating experimental procedures and results. In "A," a sequence showing a mouse doing volitional and forced running before and after brain surgery targeting forelimb and hindlimb areas. In "B," two fluorescence microscopy images display brain sections post-sham operation and cortical injury, highlighting differences in tissue structure.</alt-text>
</graphic>
</fig>
</sec>
<sec sec-type="materials|methods" id="sec2">
<title>Materials and methods</title>
<sec id="sec3">
<title>Animals</title>
<p>Twenty nine wild-type C57BL/6&#x202F;J mice (CLEA Japan Inc. and Japan SLC Inc.) at 12&#x2013;15&#x202F;weeks of age were subjected to cortical injury surgery, in which the neocortical primary motor cortex was removed by aspiration. Eleven mice were subjected to sham surgery, in which the skull was detached and then put back together without cortical injury. Fifteen mice that survived after cortical injury (8 males and 7 females) and 10 mice that survived after sham surgery (3 males and 7 females) were used in the running wheel experiments. Ten cortical injury mice (6 males and 4 females) and 7 sham-operated mice (3 males and 4 females) were used in the treadmill experiments. Animals were randomly assigned to injury vs. sham operation. A flow chart of running wheel and treadmill experiments is shown in <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1</xref>.</p>
<p>Mice were delivered to the breeding racks in the behavioral laboratory building one week prior to the experiment. Individuals were identified by ear holes. Mice were monitored for health and body weight and were housed in Innocage (W234&#x202F;&#x00D7;&#x202F;D373&#x202F;&#x00D7;&#x202F;H140 mm) (Innovive) in a temperature- and humidity-controlled room with a 12-h light&#x2013;dark cycle reversed (dark period from 8&#x202F;am to 8&#x202F;pm, light period from 8&#x202F;pm to 8&#x202F;am the following morning). The cages were covered with floor matting and fed pelleted food and water in bottles ad libitum. The treadmill forced running experiment was conducted during the dark period, and intervention on the mice by non-test subjects was avoided as much as possible during the experiment.</p>
</sec>
<sec id="sec4">
<title>Surgery</title>
<p>After 12- to 15-week-old mice were anesthetized with a triad of anesthetics (medetomidine hydrochloride: 0.0225&#x202F;mg/mouse, midazolam: 0.12&#x202F;mg/mouse, butorphanol tartrate 0.15&#x202F;mg/mouse), the scalp was cut along the midline and the primary motor cortex (anteroposterior axis direction with bregma as origin: &#x2212;1.25&#x202F;~&#x202F;+1.50&#x202F;mm, left&#x2013;right axis: 0.50&#x202F;~&#x202F;2.75&#x202F;mm, depth: 0&#x202F;~&#x202F;1.00&#x202F;mm) over the cranium, which was removed with an electric drill to remove bone and the dura mater was stripped to expose tissue. Exposed cortical tissue was removed using an aspirator fitted with a 1&#x202F;mm diameter 200&#x202F;&#x03BC;L tip until the tissue was light in color and close to the corpus callosum. The aspirated primary motor cortical area was filled with Spongel (LTL Pharma) moistened with saline to stop bleeding and the removed bone was returned. This procedure was performed bilaterally. The open scalp of the mice was then sutured and the three anesthetic antagonists atipamezole (0.0225&#x202F;mg/mouse), the antibiotic carprofen (0.2&#x202F;mg/mouse) and dexamethasone (0.4&#x202F;mg/mouse) were administered intraperitoneally.</p>
<p>A control group was also prepared in which only tissue was exposed without injury and then sutured (sham-operated group). In the sham-operated group, the exposed brain surface was kept moist with saline so that the operation time was similar to that of the cortical injury group, and the skull was returned and the scalp sutured after being left for a time equivalent to the 15&#x202F;min for the suction operation in the cortical aspiration group.</p>
</sec>
<sec id="sec5">
<title>Measurement of volitional running locomotion using a running wheel</title>
<p>Battery-powered wheel rotation counter were constructed as described previously (<xref ref-type="bibr" rid="ref26">Terstege and Epp, 2024</xref>). An electrical circuit using a microcontroller board (Arduino UNO R3), a magnetic sensor KY-003 and a real-time clock module DS3231 (<xref ref-type="bibr" rid="ref26">Terstege and Epp, 2024</xref>) was used to record wheel rotation time. To record total daily movements in the home cage, the rechargeable AA batteries were changed once a day, and the mice&#x2019;s runs were recorded continuously day after day. Note that the recording to the SD card is often incomplete and not every day a recording was made for each individual mouse. A running wheel (LIFKOME, 18&#x202F;cm diameter) was introduced into the mouse cage daily from 12 to 19 days before surgery. To avoid the influence of light on the diurnal rhythm, battery replacement and data acquisition were carried out in the dark during the dark period. The number of rotations was measured for 24 or 22 consecutive hours per day.</p>
</sec>
<sec id="sec6">
<title>Measurement of forced running ability using a treadmill</title>
<p>The experiment using the treadmill was based on the method of <xref ref-type="bibr" rid="ref8">Dougherty et al. (2016)</xref> and was performed as follows (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 2A</xref>). This experiment was performed during the dark periods of the day before, 3&#x202F;days, 1&#x202F;week and 4&#x202F;weeks after surgery. The treadmill (MISUMI, SVKR-150-400-6NV-NH-NM-H-R, <xref ref-type="supplementary-material" rid="SM1">Supplementary Figures 2B&#x2013;D</xref>) was darkened by placing a ceiling at the end of the running direction, and the rest of the treadmill was covered with transparent acrylic panels to prevent jumping out. The mice were placed on a treadmill that did not move for the first 60&#x202F;s. Over the next 60&#x202F;s, the mice were allowed to run while increasing their speed from 4.4&#x202F;cm/s to 17.7&#x202F;cm/s, and then on the treadmill moving at 17.7&#x202F;cm/s for the next 60&#x202F;s. The running direction was instantly switched and the mice were allowed to run at 17.7&#x202F;cm/s for 60&#x202F;s in the same manner. The speed was increased from 17.7&#x202F;cm/s to 35.3&#x202F;cm/s in 200&#x202F;s and finally 35.3&#x202F;cm/s for 300&#x202F;s. If the mice were unable to run midway, the treadmill was stopped and the mice were retrieved. The upper half of the direction of travel of the mice on the treadmill was covered with a top plate. Under conditions requiring a high speed of 35.3&#x202F;cm/s and sufficient running ability of the mice, the mice predominantly traveled in a dark area (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 2C</xref>). On the other hand, when the mouse is temporarily stationary, the mouse appears in a bright area without a top plate (<xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 2D</xref>). If this condition persists and running becomes impossible, the mouse hits the wall behind it. In order to quantify the running function of the mouse, the total time the mouse was hidden by the top plate when the treadmill was driven at 35.3&#x202F;cm/s was measured.</p>
</sec>
<sec id="sec7">
<title>Fluorescence staining</title>
<p>Mice were deeply anesthetized with a triad of anesthetics followed by perfusion fixation in phosphate-buffered saline (PBS) and 4% paraformaldehyde (PFA)/PBS (pH 7.4). Brains were fixed overnight at 4&#x00B0;C in 4% PFA and replaced every 24&#x202F;h with 10, 20% or 30% sucrose/PBS. After replacement was completed, brains were embedded in an embedding agent (OCT compound, Tissue-Tek) for frozen tissue section preparation and frozen at &#x2212;80&#x00B0;C. Brain sections (50&#x202F;&#x03BC;m thick) were prepared in a cryostat (Leica CM1950).</p>
<p>For fluorescence staining, frozen sections were incubated with 5% normal donkey serum and 0.1% Triton X-100/PBS for 1&#x202F;h at room temperature for blocking. Afterwards, the sections were washed with PBS and stained with DAPI (4&#x2032;,6-diamidino-2-phenylindole, Invitrogen, #D21490) (dilution ratio: 1:5000). Sections were attached to glass slides and photographed under a fluorescence microscope (KEYENCE, BZ-X800) (objective: &#x00D7;2, NA&#x202F;=&#x202F;0.1, #BZ-PA02; filter: BZ-X filter DAPI, excitation: 360/40&#x202F;nm; emission: 460/50&#x202F;nm, #OP-87762).</p>
</sec>
<sec id="sec8">
<title>Data analysis</title>
<p>To determine the extent of recovery of volitional running locomotion after surgery, the maximum number of rotations per day in each mouse was determined by fitting a sigmoid function to the total number of rotations per day and the number of days it takes to reach half of that value was calculated. The sigm_fit function (<ext-link xlink:href="https://jp.mathworks.com/matlabcentral/fileexchange/42641-sigm_fit" ext-link-type="uri">https://jp.mathworks.com/matlabcentral/fileexchange/42641-sigm_fit</ext-link>) was used to fit the sigmoid function. The goodness of fit was determined by the following coefficient of determination <italic>R<sup>2</sup></italic>,</p>
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<disp-formula id="E2"><mml:math id="M2"><mml:mi>S</mml:mi><mml:msub><mml:mi>S</mml:mi><mml:mi mathvariant="italic">res</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:munder><mml:mo movablelimits="false">&#x2211;</mml:mo><mml:mi>i</mml:mi></mml:munder><mml:mo stretchy="true">(</mml:mo><mml:msub><mml:mi>y</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>f</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo stretchy="true">)</mml:mo></mml:math></disp-formula>
<disp-formula id="E3"><mml:math id="M3"><mml:mi>S</mml:mi><mml:msub><mml:mi>S</mml:mi><mml:mi mathvariant="italic">tot</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:munder><mml:mo movablelimits="false">&#x2211;</mml:mo><mml:mi>i</mml:mi></mml:munder><mml:msup><mml:mrow><mml:mo stretchy="true">(</mml:mo><mml:msub><mml:mi>y</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mo>&#x2212;</mml:mo><mml:mover accent="true"><mml:mi>y</mml:mi><mml:mo stretchy="true">&#x00AF;</mml:mo></mml:mover><mml:mo stretchy="true">)</mml:mo></mml:mrow><mml:mn>2</mml:mn></mml:msup><mml:mo>,</mml:mo></mml:math></disp-formula>
<p>where, <italic>y<sub>i</sub></italic> is the <italic>i</italic>-th observed value and <italic>f<sub>i</sub></italic> is its associated predicted value, <italic>SS<sub>res</sub></italic> is the residual sum of squares (difference between the observed and predicted values), and <italic>SS<sub>tot</sub></italic> is the total sum of squares (difference between observed values and their mean <inline-formula><mml:math id="M4"><mml:mover accent="true"><mml:mi>y</mml:mi><mml:mo stretchy="true">&#x00AF;</mml:mo></mml:mover></mml:math></inline-formula>). <italic>R<sup>2</sup></italic> values for sigmoid fitting of all running wheel data were 0.580 &#x00B1; 0.258 (mean &#x00B1; standard deviation, <italic>n</italic> =&#x202F;55). Student&#x2019;s t-test was used to compare the number of days it takes to reach half of the maximum wheel rotations between the sham-operated and cortical injury groups. Statistical analysis of the maximum number of rotations per day in volitional wheel running was performed using the multiple comparison method with the Tukey&#x2013;Kramer method with the multicompare function in the Statistics and Machine Learning Toolbox of MATLAB, followed by a one-factor analysis of variance (ANOVA). MATLAB function <italic>kstest</italic> in the Statistics and Machine Learning Toolbox was used to test the normality of distributions. If the <italic>p</italic> value was greater than 0.05, the distribution was considered not significantly different from the normal distribution. For the treadmill data analysis, the time that mice were in the dark was measured using a custom-made MATLAB code and multiple comparisons were performed using the Tukey&#x2013;Kramer method. MATLAB function <italic>ncfcdf</italic> in the Statistics and Machine Learning Toolbox was used to calculate statistical power at unequal sample sizes or required sample size with a significance level of 0.05.</p>
</sec>
</sec>
<sec sec-type="results" id="sec9">
<title>Results</title>
<sec id="sec10">
<title>Cortical injury surgery</title>
<p>Based on the structure of the motor cortex of C57BL/6 mice, which was determined from the measurement of movements evoked by intracortical micro-stimulation and the histological structure of the cortex (<xref ref-type="bibr" rid="ref25">Tennant et al., 2011</xref>), the motor cortex including the forelimb and hindlimb areas was removed by aspiration (the anteroposterior axis direction: &#x2212;1.25&#x202F;~&#x202F;+1.50&#x202F;mm, the left&#x2013;right axis direction: 0.50&#x202F;~&#x202F;2.75&#x202F;mm, and the depth: 0&#x202F;~&#x202F;1.00&#x202F;mm with bregma as the origin) (<xref ref-type="fig" rid="fig1">Figure 1A</xref>). As a control group, a &#x2018;sham operation group&#x2019; was created in which the same procedure was performed up to skull and dura mater removal, and the skull was returned and scalp sutured without aspiration of the cortex. Mouse brain sections with sham operation and cortical injury surgery stained by DAPI are shown in <xref ref-type="fig" rid="fig1">Figure 1B</xref> and <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 3</xref>.</p>
</sec>
<sec id="sec11">
<title>Effects of cortical damage on volitional locomotion</title>
<p>To investigate the effects of cortical damage, the amount of volitional locomotion of mice in the home cage was measured using a running wheel capable of recording the number of rotations. The total number of wheel rotations per day of na&#x00EF;ve mice, i.e., mice with no prior running-wheel experience, is shown in <xref ref-type="fig" rid="fig2">Figure 2A</xref>. Na&#x00EF;ve mice aged 12&#x202F;~&#x202F;13&#x202F;weeks took 3.8&#x202F;days to reach half of the maximum number of rotations per day and about a week to reach the maximum (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). Mice with a plateau in running performance (&#x003E; 10,000 rotations per day and/or &#x003E; 2,700 rotations per hour) underwent cortical injury surgery or sham operation. The sham-operated group, in which the scalp was sutured without aspirating the cortex after craniotomy, showed a quick recovery, reaching half of the maximum daily rotation in 3.9 &#x00B1; 2.6&#x202F;days (<italic>n</italic> =&#x202F;10) (<xref ref-type="fig" rid="fig2">Figures 2B</xref>,<xref ref-type="fig" rid="fig2">D</xref>, and <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 4</xref>). In contrast, the cortical injury group took 7.0 &#x00B1; 3.3&#x202F;days (<italic>n</italic> =&#x202F;15) to reach half of the maximum daily rotation, which is significantly longer than those of the sham-operated group (<xref ref-type="fig" rid="fig2">Figures 2C</xref>,<xref ref-type="fig" rid="fig2">D</xref>, and <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 4</xref>). However, both groups recovered their maximal daily wheel rotations to preoperative levels (<xref ref-type="fig" rid="fig2">Figure 2E</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Effects of cortical damage on volitional locomotion in mice. Total wheel rotations per day before and after surgery plotted against elapsed days (mean &#x00B1; standard deviation). <bold>(A)</bold> Before surgery (16 mice). <bold>(B)</bold> Sham operation group (6 mice). <bold>(C)</bold> Cortical injury group (10 mice). The number of data for each point is noted on the plots. <bold>(D)</bold> Number of days taken to reach half of maximum wheel rotations of sham surgery group (<italic>n</italic> =&#x202F;10; <italic>p</italic>&#x202F;=&#x202F;0.879 for rejection of normality) and cortical injury group (<italic>n</italic> =&#x202F;15; <italic>p</italic>&#x202F;=&#x202F;0.989 for rejection of normality). &#x002A; <italic>p</italic>&#x202F;=&#x202F;0.0226 (Student&#x2019;s <italic>t</italic>-test, statistical power: 0.729). <bold>(E)</bold> Normalized maximum number of rotations per day against mean of maximum number of rotations per day of na&#x00EF;ve mice [22,801 &#x00B1; 6,065 per 24&#x202F;h (<italic>n</italic> =&#x202F;16) and 16,234 &#x00B1; 4,981 per 22&#x202F;h (<italic>n</italic> =&#x202F;14)]. n. s.: not significant (<italic>p</italic>&#x202F;=&#x202F;0.602, 0.842, and 0.903 for na&#x00EF;ve vs. sham, sham vs. injury, and na&#x00EF;ve vs. injury, respectively, Tukey&#x2013;Kramer&#x2019;s multiple comparison). <italic>p</italic>&#x202F;=&#x202F;0.867, 0.645, and 0.354 for rejection of normality of na&#x00EF;ve (<italic>n</italic> =&#x202F;30), sham (<italic>n</italic> =&#x202F;10) and injury (<italic>n</italic> =&#x202F;15), respectively. When <italic>f</italic> value (0.582) obtained based on the difference between the means of the three groups is used as an effect size with a significance level of 0.05 and a statistical power of 0.8, the total number of samples required is 55, which is met by the results. The results of 24-h measurements are shown in <bold>A&#x2013;C</bold>, and the results of both 22- and 24-h measurements are shown in <bold>D and E</bold> (see <xref ref-type="supplementary-material" rid="SM1">Supplementary Figure 1</xref>).</p>
</caption>
<graphic xlink:href="fncir-19-1630932-g002.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Charts A, B, and C show total wheel rotations per day over time for naive, sham operation, and cortical injury groups, respectively. Chart A rose steadily and reached its maximum in about a week. Chart B shows a quick recovery and Chart C shows a delayed recovery. Box plots D and E compare half-max rotation time and normalized maximum wheel rotations. Chart D indicates a significant difference between sham and injury groups, shown by an asterisk. Chart E shows no significant differences in normalized maximum rotations among naive, sham, and injury groups, indicated by "n.s." labels.</alt-text>
</graphic>
</fig>
</sec>
<sec id="sec12">
<title>Effects of cortical damage on forced running ability</title>
<p>The effect of cortical damage on running motor function was investigated in an experiment in which the subjects were forced to perform running exercise on a rotating treadmill. The details of the experimental procedures for the treadmill running task are described in the Experimental Methods section.</p>
<p>Nine of the 14 na&#x00EF;ve mice could not run at all on the 35.3&#x202F;cm/s treadmill (<xref ref-type="fig" rid="fig3">Figure 3A</xref>). Mice trained on a running wheel and achieving running ability beyond the certain standard (&#x003E; 10,000 rotations per day and/or &#x003E; 2,700 rotations per hour) were all able to run for more than 180&#x202F;s out of 300&#x202F;s on a treadmill moving at 35.3&#x202F;cm/s (<xref ref-type="fig" rid="fig3">Figure 3B</xref>). In this study, these high-performing mice were subjected to cortical injury surgery or sham operation. The running times of these mice when the treadmill was driven at a speed of 35.3&#x202F;cm/s were compared at preoperative, 3&#x202F;days, 1&#x202F;week and 4&#x202F;weeks after surgery (<xref ref-type="fig" rid="fig3">Figure 3B</xref>). Comparison of running times showed no significant differences between all groups between the cortical injury group and the sham operation group (multiple comparison method using the Tukey&#x2013;Kramer method) (<xref ref-type="fig" rid="fig3">Figure 3B</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>Running time on a treadmill moving at 35.3&#x202F;cm/s. <bold>(A)</bold> N, na&#x00EF;ve mice without running wheel exercise (<italic>n</italic> =&#x202F;14). <bold>(B)</bold> S, shame-operation group, I, cortical injury group. &#x002A;&#x002A;<italic>p</italic>&#x202F;&#x003C;&#x202F;0.01; n. s., not significant (<italic>p</italic>&#x202F;=&#x202F;1.000, 0.954, 0.527, and 1.000 for before, 3&#x202F;days, 7&#x202F;days and 28&#x202F;days after sham-operation vs. cortical injury, respectively), Tukey&#x2013;Kramer&#x2019;s multiple comparison. <italic>p</italic>&#x202F;=&#x202F;0.213, 0.076, 0.800, and 0.810 for rejection of normality of before (<italic>n</italic> =&#x202F;7), 3&#x202F;days (<italic>n</italic> =&#x202F;7), 7&#x202F;days (<italic>n</italic> =&#x202F;7), and 28&#x202F;days (<italic>n</italic> =&#x202F;3) after sham-operation, respectively. <italic>p</italic>&#x202F;=&#x202F;0.806, 0.106, 0.107, and 0.544 for rejection of normality of before (<italic>n</italic> =&#x202F;10), 3&#x202F;days (<italic>n</italic> =&#x202F;10), 7&#x202F;days (<italic>n</italic> =&#x202F;10), and 28&#x202F;days (<italic>n</italic> =&#x202F;5) after cortical injury, respectively. Bars are means, error bars are standard deviations. Individual values are indicated by black circles.</p>
</caption>
<graphic xlink:href="fncir-19-1630932-g003.tif" mimetype="image" mime-subtype="tiff">
<alt-text content-type="machine-generated">Bar graphs illustrating running time in seconds. Chart A shows a single gray bar labeled "N," and Chart B presents several blue (S) and red (I) bars over different time points: before surgery, 3 days, 7 days, and 28 days. Data points and error bars are included, with no significant differences (n.s.) noted in each comparison.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="sec13">
<title>Discussion</title>
<sec id="sec14">
<title>The role of the primary motor cortex on the execution of trained running</title>
<p>The maximum number of rotations per hour for the mice used was approximately 3,000 when wheel rotation was monitored using the method described previously (<xref ref-type="bibr" rid="ref26">Terstege and Epp, 2024</xref>). This ability to run sustained over an hour or more can only be reached by training for a week (<xref ref-type="fig" rid="fig2">Figure 2A</xref>). In the present study, mice that were once able to perform running locomotion at this level were operated on by removing the bilateral cerebral cortex including the primary motor cortex, and the effect on running locomotion ability was investigated. It was found that the sham-operated group remained high in wheel rotations per day after surgery and thus recovered quickly to preoperative levels. In contrast, in the cortical injury group, the number of wheel rotations per day dropped to pre-training levels after surgery and the recovery to the pre-surgery level took about 10&#x202F;days. These volitional running performance measurements showed that the period of reduced running performance after surgery was longer in the cortical injury group than in the sham-operated group. However, locomotion measurements using a running wheel may be influenced by factors other than the ability to perform locomotion, such as motivation to exercise. We therefore measured forced running ability on a treadmill moving at a speed of 35.3&#x202F;cm/s, which is difficult for na&#x00EF;ve mice to run on. The results showed that there was no significant difference in the time they could run compared to mice in the sham-operated group, even 3&#x202F;days after cortical injury. These results suggest that the ability to run at high speeds was not compromised by cortical damage. In other words, the intact primary motor cortex is not necessarily required for the execution of trained running locomotion in mice, which is consistent with previous studies (<xref ref-type="bibr" rid="ref3">Armstrong, 1986</xref>; <xref ref-type="bibr" rid="ref31">Zorner et al., 2010</xref>; <xref ref-type="bibr" rid="ref28">Ueno and Yamashita, 2011</xref>; <xref ref-type="bibr" rid="ref18">Nicholas and Yttri, 2024</xref>). It has been shown that motor learning involves synaptic plasticity in pyramidal cells of the primary motor cortex (<xref ref-type="bibr" rid="ref10">Fu et al., 2012</xref>; <xref ref-type="bibr" rid="ref29">Xu et al., 2009</xref>; <xref ref-type="bibr" rid="ref30">Yang et al., 2009</xref>). There may be a mechanism by which memories related to motor learning are transferred to other brain regions outside the primary motor cortex during gait motor mastery.</p>
</sec>
<sec id="sec15">
<title>Neural mechanism underlying gait initiation and cessation</title>
<p>The mesencephalic locomotor region (MLR) (<xref ref-type="bibr" rid="ref19">Orlovsky et al., 1999</xref>) is located in and near the mesencephalic and pedipalp bridge capsular nuclei where continuous micro-electrical stimulation induces walking movements on a treadmill. The MLR, which projects to the nucleus reticularis gigantocellularis and nucleus reticularis magnocellularis and contributes to the activation of the spinal gait CPG. The basal ganglia constantly inhibits the MLR and the disinhibition initiates walking movements (<xref ref-type="bibr" rid="ref21">Roseberry et al., 2016</xref>). As the basal ganglia receive excitatory input from the cerebral cortex (<xref ref-type="bibr" rid="ref2">Arber and Costa, 2022</xref>; <xref ref-type="bibr" rid="ref12">Gomez-Ocadiz and Silberberg, 2023</xref>; <xref ref-type="bibr" rid="ref24">Shepherd, 2013</xref>), the cortex controls basal ganglia activity is thought to be involved in the initiation and cessation of gait locomotion. However, so far it is not clear which areas of cortical activity are involved in the initiation and cessation of walking movements. The results of this study suggest that the primary motor cortex may contribute to volitional gait initiation. This is because it took significantly longer for the cortical injury group to reach half of their daily maximum volitional rotation than the sham-operated group, even though the former&#x2019;s forced running ability was indistinguishable from that of the latter. However, the injured group eventually recovered to preoperative levels of maximum daily wheel rotations, suggesting that there may be neural circuits that can initiate movement even when the intact primary motor cortex is missing. Further investigations of the relationship between activity in areas other than the primary motor cortex, such as the posterior parietal cortex (<xref ref-type="bibr" rid="ref9">Drew and Marigold, 2015</xref>), and walking movements will help to elucidate the brain mechanisms that control the timing of gait initiation and cessation.</p>
</sec>
</sec>
<sec sec-type="conclusions" id="sec16">
<title>Conclusion</title>
<p>In this study, mice were trained to run at high speed on a running wheel to evaluate the effects of removal of bilateral cortical areas, including the primary motor cortex, on both volitional running on a running wheel and forced running on a treadmill. Results showed that the primary motor cortex was not necessarily required for trained high-speed running, but contributed to the spontaneity of running. This new aspect of the role of primary motor cortex in trained running movements will help to elucidate gait motor control and will make a clinical contribution to the rehabilitation of stroke and cortical injury.</p>
<sec id="sec17">
<title>Limitations of the study</title>
<p>As shown in <xref ref-type="fig" rid="fig3">Figure 3B</xref>, forced locomotor performance on the treadmill at 3, 7, and 28&#x202F;days postoperatively was not significantly different between the sham operation and cortical injury groups. However, a post-hoc power analysis indicates that a sample size of 6&#x202F;~&#x202F;11 animals per group is required to meet a significance level of 0.05 and a statistical power of 0.8. Thus, the possibility remains that the effect of cortical damage on forced running was not detected. We also did not examine the effect of gender on the effect of cortical damage. The analysis may include a ceiling effect because mice were selected for their ability to run on a running wheel before surgery.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="sec18">
<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 sec-type="ethics-statement" id="sec19">
<title>Ethics statement</title>
<p>The animal study was approved by the Kyoto University Animal Experimentation Committee (Lif-K24014). The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="sec20">
<title>Author contributions</title>
<p>RA: Investigation, Writing &#x2013; original draft. MI: Writing &#x2013; review &#x0026; editing, Investigation. RS: Writing &#x2013; review &#x0026; editing, Investigation. TM: Writing &#x2013; original draft, Investigation, Supervision, Conceptualization, Funding acquisition, Writing &#x2013; review and editing. II: Writing - review &#x0026; editing, Supervision, Funding acquisition.</p>
</sec>
<sec sec-type="funding-information" id="sec21">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by the JSPS KAKENHI Grant Number 22K06491 (to TM) and Grant-in-Aid for Scientific Research (B) JSPS 21H02485 (to II) from the Ministry of Education, Culture, Sports, Science and the Technology of Japan (MEXT); by LiMe Office of Director&#x2019;s Research Grants 2023 and 2024 (to TM); by Japan Science and Technology Agency (JST), CREST Grant Number JPMJCR2433 (to TM), JPMJCR1921 (to II) and JPMJCR1752 (to II); and by the Program for Technological Innovation of Regenerative Medicine Grant 21bm0704060h0001 and 24bm1123049h0001 (to II) and Brain/MINDS Grant 21dm0207090h0003 (to II) and Moonshot Research &#x0026; Development Program JP22zf0127007 (to II) from the Japanese Agency for Medical Research and Development (AMED).</p>
</sec>
<ack>
<p>We thank Drs. Hirokazu Tanaka and Keisuke Isobe for their insightful comments on the manuscript. We thank Satoshi Hamada and Drs. Adam T. Guy, Masayuki Sakamoto, Yusuke Suzuki, Mayumi Yamada for their advice. The content of this manuscript was previously posted online as a preprint (<xref ref-type="bibr" rid="ref1">Abo et al., 2025</xref>).</p>
</ack>
<sec sec-type="COI-statement" id="sec22">
<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>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="ai-statement" id="sec23">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="sec24">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="supplementary-material" id="sec25">
<title>Supplementary material</title>
<p>The Supplementary material for this article can be found online at: <ext-link xlink:href="https://www.frontiersin.org/articles/10.3389/fncir.2025.1630932/full#supplementary-material" ext-link-type="uri">https://www.frontiersin.org/articles/10.3389/fncir.2025.1630932/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Image_1.tif" id="SM1" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink"><label>Supplementary Figure S1</label><caption><p>Flowchart of the experiments with running wheels and treadmill. M: male, F: female.</p></caption></supplementary-material>
<supplementary-material xlink:href="Image_2.tif" id="SM2" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink"><label>Supplementary Figure S2</label><caption><p>Forced running experiment on a treadmill. <bold>(A)</bold> Speed of treadmill rotation. <bold>(B)</bold> Treadmill experimental apparatus. <bold>(C)</bold> Video image during running. <bold>(D)</bold> Video image of mice unable to keep up with the speed of the treadmill.</p></caption></supplementary-material>
<supplementary-material xlink:href="Image_3.tif" id="SM3" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink"><label>Supplementary Figure S3</label><caption><p>DAPI staining images. The cerebral cortical sections of mice (1_1, 5_1, 7_1, 8_1, and 10_1) after 2, 3, 1, 4 and 4 weeks after cortical injury surgery, respectively, in the left, and the sections of mice (6_1, and 7_7) 2 weeks after sham-operation in the right. Injured sites are indicated by arrowheads. Scale bars: 500 &#x03BC;m.</p></caption></supplementary-material>
<supplementary-material xlink:href="Image_4.tif" id="SM4" mimetype="image/tiff" xmlns:xlink="http://www.w3.org/1999/xlink"><label>Supplementary Figure S4</label><caption><p>Effects of cortical damage on volitional locomotion. Total wheel rotations per day before and after surgery plotted against elapsed days (mean &#x00B1; standard deviation). The data shown in <xref ref-type="fig" rid="fig2">Figures 2A</xref>&#x2013;<xref ref-type="fig" rid="fig2">C</xref> are superimposed on a single figure.</p></caption></supplementary-material>
</sec>
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