{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,10]],"date-time":"2026-09-10T18:05:53Z","timestamp":1789063553331,"version":"build-2803163510"},"reference-count":32,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,9,10]],"date-time":"2026-09-10T00:00:00Z","timestamp":1788998400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Neurol."],"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>The Fugl\u2013Meyer Assessment of Lower Extremity (FMA-LE), Berg Balance Scale (BBS), and Brunnstrom lower-limb stage summarize lower-limb motor and balance function after stroke but do not directly reflect the electrical activity of distal muscles during a specific task. The tibialis anterior (TA) is a primary superficial agonist during active ankle dorsiflexion, and its surface electromyography (sEMG) may provide muscle-specific and task-specific complementary information relevant to foot drop and voluntary distal ankle-foot control.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To examine the relationships of TA sEMG measures obtained during active ankle dorsiflexion with lower-limb motor function, balance, and stage of motor recovery in inpatients with ischemic or hemorrhagic stroke within 1\u202fyear of onset, and to explore whether short-term improvements in clinical scales were accompanied by corresponding changes in sEMG measures.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This single-center observational study included 118 participants with supratentorial or infratentorial index stroke lesions. Bilateral TA and gastrocnemius sEMG was recorded during a standardized seated active ankle dorsiflexion task. The primary measures were paretic-side TA average rectified value (ARV) and the TA paretic\/non-paretic ratio. Baseline sEMG analyses included 110 participants, clinical longitudinal analyses included 88, and sEMG longitudinal analyses included 81. Spearman correlation, multivariable linear regression, and paired Wilcoxon signed-rank tests were used, with adjustment for multiple comparisons.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      At baseline, paretic-side TA ARV was lower than non-paretic-side TA ARV. Paretic-side TA ARV showed moderate positive correlations with the FMA-LE, BBS, and Brunnstrom lower-limb stage (\n                      <jats:italic>\u03c1<\/jats:italic>\n                      \u202f=\u202f0.556, 0.492, and 0.496, respectively), as did the TA paretic\/non-paretic ratio (\n                      <jats:italic>\u03c1<\/jats:italic>\n                      \u202f=\u202f0.566, 0.440, and 0.417, respectively; all adjusted\n                      <jats:italic>q<\/jats:italic>\n                      \u202f&amp;lt;\u202f0.001). Both TA measures remained associated with the FMA-LE and BBS after adjustment for age, sex, stroke type, time from stroke onset to baseline assessment, and paretic side. The FMA-LE, BBS, and Brunnstrom lower-limb stage improved during inpatient rehabilitation, whereas no sEMG measure showed a significant longitudinal change after FDR correction.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>TA sEMG during active ankle dorsiflexion was associated with concurrent lower-limb motor and balance function and may provide muscle-specific and task-specific information complementary to routine clinical scales. Its longitudinal responsiveness and value in clinical practice require further investigation.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Clinical trial registration<\/jats:title>\n                    <jats:p>\n                      <jats:ext-link>https:\/\/itmctr.ccebtcm.org.cn\/mgt\/search<\/jats:ext-link>\n                      , identifier ITMCTR2026000773.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fneur.2026.1913483","type":"journal-article","created":{"date-parts":[[2026,9,10]],"date-time":"2026-09-10T17:08:16Z","timestamp":1789060096000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Tibialis anterior surface electromyography during ankle dorsiflexion as a complementary assessment measure after stroke"],"prefix":"10.3389","volume":"17","author":[{"given":"Jie","family":"Zhang","sequence":"first","affiliation":[{"name":"Tianjin Medical University General Hospital","place":["Tianjin, China"]},{"name":"First Teaching Hospital of Tianjin University of Traditional Chinese Medicine","place":["Tianjin, China"]},{"name":"National Clinical Research Center for Chinese Medicine","place":["Tianjin, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yujin","family":"Zhao","sequence":"additional","affiliation":[{"name":"First Teaching Hospital of Tianjin University of Traditional Chinese Medicine","place":["Tianjin, China"]},{"name":"National Clinical Research Center for Chinese Medicine","place":["Tianjin, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhen","family":"Tian","sequence":"additional","affiliation":[{"name":"First Teaching Hospital of Tianjin University of Traditional Chinese Medicine","place":["Tianjin, China"]},{"name":"National Clinical Research Center for Chinese Medicine","place":["Tianjin, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rukun","family":"Dou","sequence":"additional","affiliation":[{"name":"First Teaching Hospital of Tianjin University of Traditional Chinese Medicine","place":["Tianjin, China"]},{"name":"National Clinical Research Center for Chinese Medicine","place":["Tianjin, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chunxiao","family":"Wan","sequence":"additional","affiliation":[{"name":"Department of Physical and Rehabilitation Medicine, Tianjin Medical University General Hospital","place":["Tianjin, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,9,10]]},"reference":[{"key":"ref1","volume-title":"Stroke Rehabilitation in Adults. NICE Guideline NG236","year":"2023"},{"key":"ref2","doi-asserted-by":"publisher","first-page":"e98","DOI":"10.1161\/STR.0000000000000098","article-title":"Guidelines for adult stroke rehabilitation and recovery: a guideline for healthcare professionals from the American Heart Association\/American Stroke Association","volume":"47","author":"Winstein","year":"2016","journal-title":"Stroke"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"e17","DOI":"10.12786\/bn.2022.15.e17","article-title":"Assessment of lower limb motor function, ambulation, and balance after stroke","volume":"15","author":"Yoo","year":"2022","journal-title":"Brain Neurorehabil"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1016\/j.gaitpost.2023.10.012","article-title":"A novel biomechanical indicator for impaired ankle dorsiflexion function during walking in individuals with chronic stroke","volume":"107","author":"Srivastava","year":"2024","journal-title":"Gait Posture"},{"key":"ref5","doi-asserted-by":"publisher","first-page":"1072","DOI":"10.1016\/j.apmr.2012.01.005","article-title":"The strength of the ankle dorsiflexors has a significant contribution to walking speed in people who can walk independently after stroke: an observational study","volume":"93","author":"Dorsch","year":"2012","journal-title":"Arch Phys Med Rehabil"},{"key":"ref6","doi-asserted-by":"publisher","first-page":"2947","DOI":"10.1152\/jn.00615.2012","article-title":"Motor unit rate coding is severely impaired during forceful and fast muscular contractions in individuals post stroke","volume":"109","author":"Chou","year":"2013","journal-title":"J Neurophysiol"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"544912","DOI":"10.3389\/fneur.2020.544912","article-title":"Differential changed excitability of spinal motor neurons innervating tibialis anterior and peroneus muscles cause foot inversion after stroke","volume":"11","author":"Liu","year":"2020","journal-title":"Front Neurol"},{"key":"ref8","doi-asserted-by":"publisher","first-page":"540893","DOI":"10.3389\/fneur.2020.540893","article-title":"Impaired firing behavior of individually tracked paretic motor units during fatiguing contractions of the dorsiflexors and functional implications post stroke","volume":"11","author":"Negro","year":"2020","journal-title":"Front Neurol"},{"key":"ref9","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1177\/15459683231209154","article-title":"Standardized measurement of balance and mobility post-stroke: consensus-based core recommendations from the third stroke recovery and rehabilitation roundtable","volume":"38","author":"Van Criekinge","year":"2024","journal-title":"Neurorehabil Neural Repair"},{"key":"ref10","volume-title":"Movement Therapy in Hemiplegia: A Neurophysiological Approach","author":"Brunnstrom","year":"1970"},{"key":"ref11","doi-asserted-by":"publisher","first-page":"13","DOI":"10.2340\/1650197771331","article-title":"The post-stroke hemiplegic patient. 1. A method for evaluation of physical performance","volume":"7","author":"Fugl-Meyer","year":"1975","journal-title":"Scand J Rehabil Med"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"559","DOI":"10.2522\/ptj.20070205","article-title":"Usefulness of the berg balance scale in stroke rehabilitation: a systematic review","volume":"88","author":"Blum","year":"2008","journal-title":"Phys Ther"},{"key":"ref13","doi-asserted-by":"publisher","first-page":"934","DOI":"10.3389\/fneur.2020.00934","article-title":"Surface EMG in clinical assessment and neurorehabilitation: barriers limiting its use","volume":"11","author":"Campanini","year":"2020","journal-title":"Front Neurol"},{"key":"ref14","doi-asserted-by":"publisher","first-page":"e14","DOI":"10.12786\/bn.2024.17.e14","article-title":"Reliability of surface electromyography from the lower-limb muscles during maximal and submaximal voluntary isometric contractions in in-bed healthy individuals and patients with subacute stroke","volume":"17","author":"Hur","year":"2024","journal-title":"Brain Neurorehabil"},{"key":"ref15","doi-asserted-by":"publisher","first-page":"104880","DOI":"10.1016\/j.bspc.2023.104880","article-title":"A quantitative lower limb function assessment method based on fusion of surface EMG and inertial data in stroke patients during cycling task","volume":"85","author":"Meng","year":"2023","journal-title":"Biomed Signal Process Control"},{"key":"ref16","doi-asserted-by":"publisher","first-page":"699","DOI":"10.3389\/fneur.2017.00699","article-title":"Electromyography exposes heterogeneity in muscle co-contraction following stroke","volume":"8","author":"Banks","year":"2017","journal-title":"Front Neurol"},{"key":"ref17","doi-asserted-by":"publisher","first-page":"630","DOI":"10.3389\/fneur.2018.00630","article-title":"Electromyography assessment during gait in a robotic exoskeleton for acute stroke","volume":"9","author":"Androwis","year":"2018","journal-title":"Front Neurol"},{"key":"ref18","doi-asserted-by":"publisher","first-page":"1337230","DOI":"10.3389\/fneur.2024.1337230","article-title":"Upper limb motor assessment for stroke with force, muscle activation and interhemispheric balance indices based on sEMG and fNIRS","volume":"15","author":"Ye","year":"2024","journal-title":"Front Neurol"},{"key":"ref19","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1186\/s12984-024-01435-5","article-title":"Neuromuscular conditions in post-stroke ankle-foot dysfunction reflected by surface electromyography","volume":"21","author":"Xu","year":"2024","journal-title":"J Neuroeng Rehabil"},{"key":"ref20","doi-asserted-by":"publisher","first-page":"1575","DOI":"10.3390\/s21051575","article-title":"Decoding of ankle joint movements in stroke patients using surface electromyography","volume":"21","author":"Noor","year":"2021","journal-title":"Sensors"},{"key":"ref21","doi-asserted-by":"publisher","first-page":"e296","DOI":"10.1371\/journal.pmed.0040296","article-title":"The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies","volume":"4","author":"von Elm","year":"2007","journal-title":"PLoS Med"},{"key":"ref22","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1016\/S1050-6411(00)00027-4","article-title":"Development of recommendations for SEMG sensors and sensor placement procedures","volume":"10","author":"Hermens","year":"2000","journal-title":"J Electromyogr Kinesiol"},{"key":"ref23","first-page":"135","article-title":"Quantitative assessment of co-contraction at the ankle joint in walking","volume":"25","author":"Falconer","year":"1985","journal-title":"Electromyogr Clin Neurophysiol"},{"key":"ref24","doi-asserted-by":"publisher","first-page":"588908","DOI":"10.3389\/fbioe.2020.588908","article-title":"How well do commonly used co-contraction indices approximate lower limb joint stiffness trends during gait for individuals post-stroke?","volume":"8","author":"Li","year":"2021","journal-title":"Front Bioeng Biotechnol"},{"key":"ref25","doi-asserted-by":"publisher","first-page":"202","DOI":"10.3389\/fneur.2020.00202","article-title":"Surface electromyography normalization affects the interpretation of muscle activity and coactivation in children with cerebral palsy during walking","volume":"11","author":"Gagnat","year":"2020","journal-title":"Front Neurol"},{"key":"ref26","doi-asserted-by":"publisher","first-page":"322","DOI":"10.2340\/16501977-2215","article-title":"Lower-limb motor coordination is significantly impaired in ambulatory people with chronic stroke: a cross-sectional study","volume":"49","author":"Menezes","year":"2017","journal-title":"J Rehabil Med"},{"key":"ref27","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1177\/1545968308328727","article-title":"What do motor recovery and compensation mean in patients following stroke?","volume":"23","author":"Levin","year":"2009","journal-title":"Neurorehabil Neural Repair"},{"key":"ref28","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1016\/j.clinph.2005.08.014","article-title":"Gait recovery is not associated with changes in the temporal patterning of muscle activity during treadmill walking in patients with post-stroke hemiparesis","volume":"117","author":"Den Otter","year":"2006","journal-title":"Clin Neurophysiol"},{"key":"ref29","doi-asserted-by":"publisher","first-page":"676","DOI":"10.1177\/1545968308317972","article-title":"Recovery of gait after stroke: what changes?","volume":"22","author":"Buurke","year":"2008","journal-title":"Neurorehabil Neural Repair"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"603550","DOI":"10.3389\/fneur.2020.603550","article-title":"Surface electromyography meets biomechanics: correct interpretation of sEMG-signals in neuro-rehabilitation needs biomechanical input","volume":"11","author":"Disselhorst-Klug","year":"2020","journal-title":"Front Neurol"},{"key":"ref31","doi-asserted-by":"publisher","first-page":"105821","DOI":"10.1016\/j.clinbiomech.2022.105821","article-title":"Instantaneous effect of real-time avatar visual feedback on interlimb coordination during walking post-stroke","volume":"100","author":"Liu","year":"2022","journal-title":"Clin Biomech"},{"key":"ref32","doi-asserted-by":"publisher","first-page":"2425","DOI":"10.1109\/TBME.2025.3543346","article-title":"Analysis of pelvis and lower limb coordination in stroke patients using smartphone-based motion capture","volume":"72","author":"Peng","year":"2025","journal-title":"IEEE Trans Biomed Eng"}],"container-title":["Frontiers in Neurology"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fneur.2026.1913483\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,9,10]],"date-time":"2026-09-10T17:08:17Z","timestamp":1789060097000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fneur.2026.1913483\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,9,10]]},"references-count":32,"alternative-id":["10.3389\/fneur.2026.1913483"],"URL":"https:\/\/doi.org\/10.3389\/fneur.2026.1913483","relation":{},"ISSN":["1664-2295"],"issn-type":[{"value":"1664-2295","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,9,10]]},"article-number":"1913483"}}