Objective To develop a deep learning system for CT images to assist in the diagnosis of thoracolumbar fractures and analyze the feasibility of its clinical application. Methods Collected from West China Hospital of Sichuan University from January 2019 to March 2020, a total of 1256 CT images of thoracolumbar fractures were annotated with a unified standard through the Imaging LabelImg system. All CT images were classified according to the AO Spine thoracolumbar spine injury classification. The deep learning system in diagnosing ABC fracture types was optimized using 1039 CT images for training and validation, of which 1004 were used as the training set and 35 as the validation set; the rest 217 CT images were used as the test set to compare the deep learning system with the clinician’s diagnosis. The deep learning system in subtyping A was optimized using 581 CT images for training and validation, of which 556 were used as the training set and 25 as the validation set; the rest 104 CT images were used as the test set to compare the deep learning system with the clinician’s diagnosis. Results The accuracy and Kappa coefficient of the deep learning system in diagnosing ABC fracture types were 89.4% and 0.849 (P<0.001), respectively. The accuracy and Kappa coefficient of subtyping A were 87.5% and 0.817 (P<0.001), respectively. Conclusions The classification accuracy of the deep learning system for thoracolumbar fractures is high. This approach can be used to assist in the intelligent diagnosis of CT images of thoracolumbar fractures and improve the current manual and complex diagnostic process.
目的:讨论侧后方减压融合术治疗胸腰椎骨折的优缺点及临床应用。方法:对12例胸腰椎骨折采用侧后方减压植骨融合术,经一个手术入路完成减压及脊椎的稳定重建。 结果:12例病例随访13～36个月,术后无一例神经症状加重;6例术后原有神经症状明显改善,2例2个月后神经症状开始恢复,3例无改善;12例均获得骨性融合。 结论:侧后方减压融合术是治疗胸腰椎骨折的较好方法。但其技术要求高,视野显露有限,操作范围较窄,易出血增加了手术难度。
目的 探讨经伤椎椎弓根螺钉内固定治疗胸腰椎骨折的临床疗效。 方法 2008年5月－2010年12月，选择38例胸腰椎骨折患者，采用椎弓根螺钉固定伤椎及相邻上下椎体。其中男28例，女10例；年龄21～65岁，平均36.5岁。骨折部位：胸8 1例，胸9 2例，胸10 4例，胸11 8例，胸12 7例，腰1 10例，腰2 4例，腰3 2例。受伤至手术时间3～7 d，平均4.5 d。对患者手术前后椎体高度、矢状面后凸Cobb角、神经功能Frankel分级变化等指标进行测量并随访。 结果 术后患者切口均Ⅰ期愈合。38例获随访12～18个月，平均15个月。骨折均获得骨性融合，无钉棒断裂、无死亡或神经损伤加重患者。术后神经功能Frankel分级较术前有明显改善（P＜0.05）。术后X线片复查示伤椎高度恢复达90%以上，外形正常；CT复查示椎管内有效矢状径恢复满意，椎管前方无明显骨性压迫，伤椎椎体骨愈合良好。术后1、12个月时伤椎前、后缘高度及后凸Cobb角均较术前显著改善（P＜0.05）；术后12个月随访椎体高度无丢失。 结论 经伤椎椎弓根钉复位、减压、内固定治疗胸腰椎骨折具有创伤小、固定节段少、脊柱稳定性好、能有效矫正及预防脊柱后凸畸形等优点。
ObjectiveTo evaluate the effectiveness of percutaneous monoplanar screw internal fixation via injured vertebrae for treatment of thoracolumbar fracture.MethodsBetween May 2015 and August 2017, 38 cases of thoracolumbar fractures without neurological symptom were treated with percutaneous monoplanar screw internal fixation via injured vertebrae. There were 22 males and 16 females, aged 25-52 years (mean, 32.5 years). There were 23 cases of AO type A3 and 15 cases of AO type A4. The injured vertebrae located at T11 in 4 cases, T12 in 9 cases, L1 in 11 cases, L2 in 10 cases, L3 in 3 cases, and L4 in 1 case. The mean interval between injury and operation was 4.5 days (range, 3-7 days). The pre- and post-operative degrees of lumbodorsal pain were estimated by the visual analogue scale (VAS) score. The X-ray film, CT three-dimensional reconstruction, and MRI were performed, and the ratio of anterior vertebral body height and sagittal Cobb angle were measured to assess the kyphosis of the fractured area.ResultsAll operations in 38 patients successfully completed without complications such as dural sac, nerve root, or vascular injury. The operation time was (56.2±3.7) minutes and the intraoperative blood loss was (42.3±3.5) mL. All incisions healed by first intention without redness, swelling, or exudation. All patients were followed up 17-33 months, with an average of 21.5 months. The VAS score at each time point after operation significantly improved when compared with that before operation (P<0.05), and significantly improved at 3 months and last follow-up when compared with that at 1 week (P<0.05); there was no significant difference between 3 months and last follow-up (P>0.05). There was no internal fixator loosening, breakage, or delayed kyphosis in all patients. The ratio of anterior vertebral body height and sagittal Cobb angle significantly improved postoperatively (P<0.05), and no significant difference was found between the different time points after operation (P>0.05).ConclusionPercutaneous monoplanar screw internal fixation via injured vertebrae is an easy approach to treat thoracolumbar fracture without neurological symptom, which can effectively restore vertebral body height and correct kyphosis, and avoid long-term segmental kyphosis.
ObjectiveTo explore the application of different digestive system management strategies in the perioperative period of thoracolumbar fracture.MethodsThe clinical data of the patients with thoracolumbar fractures and pedicle screw fixation in Affiliated Hospital of Southwest Medical University from January 2016 to January 2018 were retrospectively analyzed. According to different perioperative management strategies of the digestive system, they were divided into two groups. Patients with careful management strategy were included in the observation group, and patients with routine management were included in the control group. The baseline conditions, the abnormalities of digestive tract function at admission and before and after surgery, the postoperative first feeding time, exhaust time, defecation time, the incidence of other postoperative complications except digestive tract complication, length of stay and patient satisfaction were compared between the two groups. At 6 months after surgery, the fracture healing, loosening or fracture of internal plants were compared between the two groups.ResultA total of 121 patients were included in the study, including 67 cases in the observation group and 54 cases in the control group. There was no significant differences in the baseline conditions between the two groups (P>0.05). There were no significant differences between the two groups in the incidences of digestive system dysfunction at admission (P>0.05). The incidences of digestive system dysfunction in the observation group before and after surgery were lower than those in the control group (29.9% vs. 53.7%, P<0.05; 35.8% vs. 61.1%, P<0.05). The first eating time [(3.7±1.1) vs. (6.7±2.6) h], exhaust time [(7.8±2.3) vs. (13.6±4.2) h], defecation time [(26.7±8.1) vs. (40.9±11.2) h] and length of stay [(6.5±2.4) vs. (9.0±2.7) d] in the observation group were shorter than those in the control group (P<0.005), and the patients’ satisfaction was better than that of the control group (8.3±1.1 vs. 7.6±1.3; t=−3.208, P=0.002). There was no statistically significant difference in the incidence of postoperative complications except digestive tract complication, and the fracture healing rate, the incidence of nail-rod breakage at6 months after surgery between the two groups (P>0.05). No internal plant loosening was found in the two groups of patients within 6 months after surgery.ConclusionThe application of the careful digestive system management strategy in patients with thoracolumbar fractures can help reduce the incidence of perioperative gastrointestinal dysfunction, promote the recovery of perioperative gastrointestinal function, shorten the length of hospital stay, and improve patient satisfaction.
A new method of anterior decompression for thoracolumbar fractures with paralysi s in six cases was reported. In a follw-up of one to five months, was shown that the neurological functions in all six cases has improved ⅡⅢ rank in Frankl classification. The author believe that the method has the following advantages, such as: less trauma from operation; the level and the limit of decompression could be made without Xray during the operation; usually only 1/5 to 1/4 of the vertebral body was excised so that the stability of the spine was not disturbed, and the obvious favourable results.
Objective To investigate the effectiveness of trans-intervertebral space osteotomy (TIO) combined with cage implantation in treatment of old thoracolumbar compression fracture with kyphosis. Methods A clinical data of 59 patients with old thoracolumbar compression fracture and kyphosis, who met the selection criteria between January 2010 and August 2020, was retrospectively analyzed. Among them, 20 cases underwent TIO combined with cage implantation (group A), 21 patients underwent TIO (group B), and 18 patients underwent pedicle subtraction osteotomy (PSO; group C). There was no significant difference in gender, age, time from injury to operation, fracture segment, and preoperative Cobb angle, average height of functional spinal unit (FSU), sagittal vertical axis (SVA), visual analogue scale (VAS) score, Japanese Orthopedic Association (JOA) score, and Oswestry disability index (ODI) between groups (P>0.05). The operation time, intraoperative blood loss, and postoperative complications were recorded. Imaging review was performed to observe the fusion of the bone graft. Cobb angle, average height of FSU, and SVA were measured. VAS score, JOA score, and ODI were used to evaluate the degree of low back pain and lumbar function. Frankel grading was used to evaluate neurological function. Results The operations of 3 groups were successfully completed. The operation time and intraoperative blood loss were significantly lower in groups A and B than in group C (P<0.05); there was no significant difference between group A and group B (P>0.05). All incisions healed by first intention. Patients in all groups were followed up 23-27 months, with an average of 24.8 months. There was no significant difference in follow-up time between groups (P>0.05). At last follow-up, VAS score, JOA score, ODI, and SVA of 3 groups significantly improved when compared with those before operation (P<0.05), there was no significant difference in the differences of pre- and post-operation between groups (P>0.05). The neurological function grading of 3 groups was Frankel grade E. The Cobb angle and the average height of FSU in 3 groups at immediate and last follow-up significantly improved when compared with preoperative ones (P<0.05), there was no significant difference between immediately after operation and last follow-up (P>0.05). And there were significant differences in above indexes between groups at each time point (P<0.05). At last follow-up, the osteotomy site fused without internal fixation failure or pseudarthrosis formation were observed in 3 groups. ConclusionFor patients with old thoracolumbar compression fractures with kyphosis, the effectiveness of TIO combined with cage implantation is satisfactory. Compared with TIO and PSO, it can obtain more deformity correction degree and less invasive.
Objective To review the latest progress in classification system of thoracolumbar fractures and its surgical treatment with posterior approaches. Methods Recent l iterature about classification system of thoracolumbar fractures and its surgical treatment was reviewed. Results For the treatment of thoracolumbar fracture, the surgeon first should decide whether the surgical treatment was necessary. Recently, a new classification system had been developed to help the surgeon make the right decision. The surgical methods included short segment internal fixation and long segment internalfixation with or without fusion, and minimally invasive internal fixation. Conclusion The progress in the surgical treatmentof thoracolumbar fracture will help spinal surgeon decide the necessary surgery beneficial for the patients. The most appropriate and effective surgical method with the minimum damage should be used to treat the fracture. The advantages of non-fusion surgical treatment still need a further study.