{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T07:09:52Z","timestamp":1771571392975,"version":"3.50.1"},"reference-count":63,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T00:00:00Z","timestamp":1771545600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Hum. Neurosci."],"abstract":"<jats:p>\n                    Non-invasive Spinal Stimulation (NISS) is of increasing interest for clinicians addressing spinal dysfunctions, such as spasticity, chronic pain and hypotonia. NISS can be an alternative when surgically-implanted stimulators or pharmacological therapy are not compatible nor viable. Trans-spinal direct current stimulation (tsDCS) is one NISS strategy that delivers direct currents (DC) of low intensity (1\u20134\u202fmA) through large electrodes (8\u201325\u202fcm\n                    <jats:sup>2<\/jats:sup>\n                    ) placed over selected targets in the vertebral column. Since 2008, tsDCS researchers have build-up evidence regarding modulation of spinal reflexes and sensorimotor responses measured by electromyography. Biophysical constructs based on computational numerical methods provide a well-grounded framework to determine the most effective protocols designed according to each patient\u2019s needs. Additionally, models can work as theoretical labs to investigate how the EF profile induced by stimulation can relate with the changes observed in spinal responses. The accuracy of predictions in tsDCS biophysical constructs strongly rely on how realistic are the digital twins of the spine. The main strategy used is to adapt accurate template models to have a fine description of spinal structures down to the millimeter resolution. However, this strategy lacks the personalized approach of MRI-based realistic models. This is due to the fact that development of pipelines for semi-automatic segmentation of the spinal cord is still in its early stages. This work aims to discuss the current state-of-the art regarding computational constructs of tsDCS, what is known on its effects on spinal networks, based on combined modeling-experimental approaches, and what lies ahead for a more targeted and personalized application.\n                  <\/jats:p>","DOI":"10.3389\/fnhum.2026.1763470","type":"journal-article","created":{"date-parts":[[2026,2,20]],"date-time":"2026-02-20T06:42:17Z","timestamp":1771569737000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Modeling strategies in non-invasive spinal stimulation: perspectives on state-of-the-art"],"prefix":"10.3389","volume":"20","author":[{"given":"Sofia Rita","family":"Fernandes","sequence":"first","affiliation":[{"name":"Instituto de Biof\u00edsica e Engenharia Biom\u00e9dica, Faculdade de Ci\u00eancias da Universidade de Lisboa","place":["Campo Grande, Lisbon, Portugal"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2026,2,20]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"1754","DOI":"10.1109\/EMBC.2016.7591056","article-title":"The effect of inter-electrode distance on the electric field distribution during transcutaneous lumbar spinal cord direct current stimulation","volume":"2016","author":"Bastos","year":"2016","journal-title":"Annu Int Conf IEEE Eng Med Biol Soc."},{"key":"ref2","doi-asserted-by":"publisher","first-page":"440","DOI":"10.1152\/jn.00490.2014","article-title":"Transcutaneous spinal direct current stimulation modulates human corticospinal system excitability","volume":"114","author":"Bocci","year":"2015","journal-title":"J. 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