Development and Validation of a Nomogram Predicting Postoperative Recurrent Lumbar Disc Herniation Based on Activity Factors

References

• Zhang YG, Guo TM, Guo X, Wu SX. Clinical diagnosis for discogenic low back pain. Int J Biol Sci. 2009;5:647–658. doi:10.7150/ijbs.5.647
   PubMed Web of Science ®Google Scholar
• Bai X, Lian Y, Wang J, et al. Percutaneous endoscopic lumbar discectomy compared with other surgeries for lumbar disc herniation: A meta-analysis. Medicine. 2021;1100:e24747.
   Google Scholar
• Lee JK, Amorosa L, Cho SK, Weidenbaum M, Kim Y. Recurrent lumbar disk herniation. J Am Acad Orthop Surg. 2010;18(6):327–337. doi:10.5435/00124635-201006000-00005
   PubMed Web of Science ®Google Scholar
• Wang H, Zhou Y, Li C, Liu J, Xiang L. Risk factors for failure of single-level percutaneous endoscopic lumbar discectomy. J Neurosurg Spine. 2015;23(3):320–325. doi:10.3171/2014.10.SPINE1442
   PubMed Web of Science ®Google Scholar
• Song Z, Ran M, Luo J, et al. Follow-up results of microendoscopic discectomy compared to day surgery using percutaneous endoscopic lumbar discectomy for the treatment of lumbar disc herniation. BMC Musculoskelet Disord. 2021;22(1):160. doi:10.1186/s12891-021-04038-6
   PubMed Web of Science ®Google Scholar
• Qin F, Zhang Z, Zhang C, Feng Y, Zhang S. Effect of time to first ambulation on recurrence after PELD. J Orthop Surg Res. 2020;15(1):83. doi:10.1186/s13018-020-01608-7
   PubMed Web of Science ®Google Scholar
• Gadjradj PS, Harhangi BS, Amelink J, et al. Percutaneous Transforaminal Endoscopic Discectomy Versus Open Microdiscectomy for Lumbar Disc Herniation: A Systematic Review and Meta-analysis. Spine. 2021;46(8):538–549. doi:10.1097/BRS.0000000000003843
   PubMed Web of Science ®Google Scholar
• Chen Z, Zhang L, Dong J, et al. Percutaneous Transforaminal Endoscopic Discectomy Versus Microendoscopic Discectomy for Lumbar Disc Herniation: Two-Year Results of a Randomized Controlled Trial. Spine. 2020;45(8):493–503. doi:10.1097/BRS.0000000000003314
   PubMed Web of Science ®Google Scholar
• Kim HS, You JD, Ju CI. Predictive Scoring and Risk Factors of Early Recurrence after Percutaneous Endoscopic Lumbar Discectomy. Biomed Res Int. 2019;2019:6492675.
   PubMedGoogle Scholar
• Wang S, Yu HL, Zheng L, et al. Randomized controlled trial of overall functional exercise process in perioperative of percutaneous transforaminal endoscopic discectomy. Medicine. 2022;1101:e32544.
   Google Scholar
• Jia M, Sheng Y, Chen G, et al. Development and validation of a nomogram predicting the risk of recurrent lumbar disk herniation within 6 months after percutaneous endoscopic lumbar discectomy. J Orthop Surg Res. 2021;16(1):274. doi:10.1186/s13018-021-02425-2
   PubMed Web of Science ®Google Scholar
• He H, Ma J, Xiong C, et al. Development and Validation of a Nomogram to Predict the Risk of Lumbar Disk Reherniation within 2 Years After Percutaneous Endoscopic Lumbar Discectomy. World Neurosurg. 2023;172:e349–e356. doi:10.1016/j.wneu.2023.01.026
   PubMed Web of Science ®Google Scholar
• Zhao C, Zhang H, Wang Y, et al. Nomograms for Predicting Recurrent Herniation in PETD with Preoperative Radiological Factors. J Pain Res. 2021;14:2095–2109. doi:10.2147/JPR.S312224
   PubMed Web of Science ®Google Scholar
• Basic Research and Transformation Society. Professional Committee of Spine and Spinal Cord, Chinese Association of Rehabilitation Medicine. Guideline for diagnosis, treatment and rehabilitation of lumbar disc herniation. Zhonghua Wai Ke Za Zhi. 2022;60(5):401–408. doi:10.3760/cma.j.cn112139-20211122-00548
   PubMedGoogle Scholar
• World Health Organization Guidelines on Physical Activity and Sedentary Behaviour. Geneva: World Health Organization. 2020.
   Google Scholar
• Rossi V, Maalouly J, Choi J. Lumbar arthroplasty for treatment of primary or recurrent lumbar disc herniation. Int Orthop. 2023;47(4):1071–1077. doi:10.1007/s00264-023-05708-x
   PubMed Web of Science ®Google Scholar
• Cosamalon-Gan I, Cosamalon-Gan T, Mattos-Piaggio G, et al. Inflammation in the intervertebral disc herniation. Neurocirugia. 2021;32(1):21–35. doi:10.1016/j.neucir.2020.01.001
   Web of Science ®Google Scholar
• Mo F, Meng Q, Wu K, et al. A neuromuscular human body model for lumbar injury risk analysis in a vibration loading environment. Comput Meth Prog Bio. 2023;232:107442. doi:10.1016/j.cmpb.2023.107442
   PubMed Web of Science ®Google Scholar
• Bansal P, Vatkar AJ, Baburaj V, Kumar V, Dhatt SS. Effect of obesity on results of endoscopic versus open lumbar discectomy: a systematic review and meta-analysis. Arch Orthop Trauma Surg. 2023;143(9):5589–5601. doi:10.1007/s00402-023-04870-6
   PubMed Web of Science ®Google Scholar
• Siccoli A, Staartjes VE, Klukowska AM, Muizelaar JP, Schröder ML. Overweight and smoking promote recurrent lumbar disk herniation after discectomy. Eur Spine J. 2022;31(3):604–613. doi:10.1007/s00586-022-07116-y
   PubMed Web of Science ®Google Scholar
• Nemoto Y, Matsuzaki H, Tokuhasi Y, et al. Histological changes in intervertebral discs after smoking and cessation: experimental study using a rat passive smoking model. J Orthop Sci. 2006;11(2):191–197. doi:10.1007/s00776-005-0987-4
   PubMed Web of Science ®Google Scholar
• Nasto LA, Ngo K, Leme AS, et al. Investigating the role of DNA damage in tobacco smoking-induced spine degeneration. Spine J. 2014;14(3):416–423. doi:10.1016/j.spinee.2013.08.034
   PubMed Web of Science ®Google Scholar
• Wilke HJ, Neef P, Caimi M, Hoogland T, Claes LE. New in vivo measurements of pressures in the intervertebral disc in daily life. Spine. 1999;24(8):755–762. doi:10.1097/00007632-199904150-00005
   PubMed Web of Science ®Google Scholar
• Sorensen LT. Wound healing and infection in surgery. The clinical impact of smoking and smoking cessation: a systematic review and meta-analysis. Arch Surg. 2012;147(4):373–383. doi:10.1001/archsurg.2012.5
   PubMedGoogle Scholar
• Liang X, Wang Y, Yue Y, Li Y, Meng C. Whether Out-of-Bed Activity Restriction in the Early Postoperative Period of PELD Is Beneficial to Therapeutic Efficacy or Reduce Recurrence. Front Surg. 2022;9:860140. doi:10.3389/fsurg.2022.860140
   PubMed Web of Science ®Google Scholar
• Wang F, Chen K, Lin Q, et al. Earlier or heavier spinal loading is more likely to lead to recurrent lumbar disc herniation after percutaneous endoscopic lumbar discectomy. J Orthop Surg Res. 2022;17(1):356. doi:10.1186/s13018-022-03242-x
   PubMed Web of Science ®Google Scholar
• Kong M, Xu D, Gao C, et al. Risk Factors for Recurrent L4-5 Disc Herniation After Percutaneous Endoscopic Transforaminal Discectomy: A Retrospective Analysis of 654 Cases. Risk Manag Healthc Policy. 2020;13:3051–3065. doi:10.2147/RMHP.S287976
   PubMed Web of Science ®Google Scholar
• Amin DB, Tavakoli J, Freeman BJC, Costi JJ. Mechanisms of Failure Following Simulated Repetitive Lifting: A Clinically Relevant Biomechanical Cadaveric Study. Spine. 2020;45(6):357–367. doi:10.1097/BRS.0000000000003270
   PubMed Web of Science ®Google Scholar
• Belavý DL, Albracht K, Bruggemann GP, Vergroesen PP, van Dieën JH. Can Exercise Positively Influence the Intervertebral Disc? Sports Med. 2016;46(4):473–485. doi:10.1007/s40279-015-0444-2
   PubMed Web of Science ®Google Scholar
• Luo L, Jian X, Sun H, et al. Cartilage endplate stem cells inhibit intervertebral disc degeneration by releasing exosomes to nucleus pulposus cells to activate Akt/autophagy. Stem Cells. 2021;39(4):467–481. doi:10.1002/stem.3322
   PubMed Web of Science ®Google Scholar
• Mobbs RJ, Newcombe RL, Chandran KN. Lumbar discectomy and the diabetic patient: incidence and outcome. J Clin Neurosci. 2001;8(1):10–13. doi:10.1054/jocn.2000.0682
   PubMed Web of Science ®Google Scholar
• Robinson D, Mirovsky Y, Halperin N, Evron Z, Nevo Z. Changes in proteoglycans of intervertebral disc in diabetic patients. A possible cause of increased back pain. Spine. 1998;23(8):849–855, 856. doi:10.1097/00007632-199804150-00001
   PubMed Web of Science ®Google Scholar
• Wilson ZR, Kendall R. Obesity Vascular Disease, and Lumbar Disk Degeneration: Associations of Comorbidities in Low Back Pain. PM R. 2017;9(4):398–402. doi:10.1016/j.pmrj.2016.09.011
   PubMedGoogle Scholar
• Beckworth WJ, Holbrook JF, Foster LG, Ward LA, Welle JR. Atherosclerotic Disease and its Relationship to Lumbar Degenerative Disk Disease, Facet Arthritis, and Stenosis With Computed Tomography Angiography. PM R. 2018;10(4):331–337. doi:10.1016/j.pmrj.2017.09.004
   PubMedGoogle Scholar
• Yaman ME, Kazancı A, Yaman ND, Baş F, Ayberk G. Factors that influence recurrent lumbar disc herniation. Hong Kong Med J. 2017;23(3):258–263. doi:10.12809/hkmj164852
   PubMed Web of Science ®Google Scholar
• Yamada K, Iwasaki N, Sudo H. Biomaterials and Cell-Based Regenerative Therapies for Intervertebral Disc Degeneration with a Focus on Biological and Biomechanical Functional Repair: Targeting Treatments for Disc Herniation. Cells. 2022;11(4):602. doi:10.3390/cells11040602
   PubMed Web of Science ®Google Scholar
• Hasegawa K, Kitahara K, Hara T, Takano K, Shimoda H, Homma T. Evaluation of lumbar segmental instability in degenerative diseases by using a new intraoperative measurement system. J Neurosurg Spine. 2008;8(3):255–262. doi:10.3171/SPI/2008/8/3/255
   PubMed Web of Science ®Google Scholar