{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T23:36:35Z","timestamp":1773099395637,"version":"3.50.1"},"reference-count":47,"publisher":"MDPI AG","issue":"23","license":[{"start":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T00:00:00Z","timestamp":1701388800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Boca Raton Regional Hospital Foundation","award":["# SP 19-579"],"award-info":[{"award-number":["# SP 19-579"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Cervical degenerative disc diseases such as myelopathy and radiculopathy often require conventional treatments like artificial cervical disc replacement or anterior cervical discectomy and fusion (ACDF). When designing a medical device, like the stand-alone cage, there are many design inputs to consider. However, the precise biomechanics of the force between the vertebrae and implanted devices under certain conditions require further investigation. In this study, a new method was developed to evaluate the pressure between the vertebrae and implanted devices by embedding a sensor array into a 3D-printed C2-C3 cervical spine. The 3D-printed cervical spine model was subjected to a range of axial loads while under flexion, extension, bending and compression conditions. Cables were used for the application of a preload and a robotic arm was used to recreate the natural spine motions (flexion, extension, and bending). To verify and predict the total pressure between the vertebrae and the implanted devices, a 3D finite element (FE) numerical mathematical model was developed. A preload was represented by applying 22 N of force on each of the anterior tubercles for the C2 vertebra. The results of this study suggest that the sensor is useful in identifying static pressure. The pressure with the robot arm was verified from the FE results under all conditions. This study indicates that the sensor array has promising potential to reduce the trial and error with implants for various surgical procedures, including multi-level artificial cervical disk replacement and ACDF, which may help clinicians to reduce pain, suffering, and costly follow-up procedures.<\/jats:p>","DOI":"10.3390\/s23239547","type":"journal-article","created":{"date-parts":[[2023,12,1]],"date-time":"2023-12-01T04:12:56Z","timestamp":1701403976000},"page":"9547","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["A New Method to Evaluate Pressure Distribution Using a 3D-Printed C2-C3 Cervical Spine Model with an Embedded Sensor Array"],"prefix":"10.3390","volume":"23","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9460-2111","authenticated-orcid":false,"given":"Maohua","family":"Lin","sequence":"first","affiliation":[{"name":"Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0124-992X","authenticated-orcid":false,"given":"Rudy","family":"Paul","sequence":"additional","affiliation":[{"name":"Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7772-3280","authenticated-orcid":false,"given":"Xinqin","family":"Liao","sequence":"additional","affiliation":[{"name":"Department of Electronic Science, Xiamen University, Xiamen 361005, China"}]},{"given":"James","family":"Doulgeris","sequence":"additional","affiliation":[{"name":"Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA"}]},{"given":"Emma Lilly","family":"Menzer","sequence":"additional","affiliation":[{"name":"Department of Biological Sciences, Florida Atlantic University, Boca Raton, FL 33431, USA"}]},{"given":"Utpal Kanti","family":"Dhar","sequence":"additional","affiliation":[{"name":"Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8452-5119","authenticated-orcid":false,"given":"Chi-Tay","family":"Tsai","sequence":"additional","affiliation":[{"name":"Department of Ocean and Mechanical Engineering, Florida Atlantic University, Boca Raton, FL 33431, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-0259-8618","authenticated-orcid":false,"given":"Frank D.","family":"Vrionis","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Marcus Neuroscience Institute, Boca Raton Regional Hospital, Boca Raton, FL 33486, USA"}]}],"member":"1968","published-online":{"date-parts":[[2023,12,1]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1007\/s12178-011-9099-2","article-title":"Cervical spine: Degenerative conditions","volume":"4","author":"Todd","year":"2011","journal-title":"Curr. 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