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 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 explore the effectiveness of pedicle screw fixation combined with non-fusion technology for the treatment of thoracolumbar fracture (AO type A) through Wiltse paraspinal approach. MethodsBetween March 2011 and December 2012, 35 cases of thoracolumbar fractures were treated with pedicle screw fixation combined with non-fusion technology by Wiltse paraspinal approach. There were 27 males and 8 females, aged from 19 to 51 years (mean, 39.7 years). The time from injury to operation varied from 3 to 15 days (mean, 5.9 days). The causes of injury were traffic accident in 17 cases, falling from height in 11 cases, and crush trauma in 7 cases. All fractures were single-segment fracture, including T8 in 1 case, T9 in 2 cases, T10 in 2 cases, T11 in 3 cases, T12 in 12 cases, L1 in 10 cases, L2 in 4 cases, and L3 in 1 case. According to AO classification, there were 17 type A1 fractures (compression fracture), 3 type A2 fractures (splitting fracture), and 15 type A3 fractures (burst fracture). Based on American Spinal Injury Association (ASIA) spinal cord injury grade, all cases were in grade E before operation. Perioperative parameters were recorded; the anterior vertebral height and kyphotic Cobb angle of vertebral bodies were measured before and after operation to evaluate the effect of correction. ResultsThe mean operating time was 74 minutes; the mean blood loss was 125 mL; and the mean drainage volume was 51 mL. Skin necrosis of incision occurred in 2 cases and was cured after dressing change; primary healing of incision was obtained in the others. All patients were followed up 15-24 months (mean, 17.3 months). No loosening or breakage of internal fixation was found. The internal fixator was removed at 12-19 months after operation (mean, 15 months). There were significant differences in Cobb's angle and anterior vertebral body height between before operation and immediately after operation, before internal fixator removal as well as at last follow-up (P < 0.05). There was no significant difference in anterior vertebral body height among the postoperative time points (P > 0.05). There was significant difference in Cobb's angle between immediately after operation and before internal fixator removal as well as at last follow-up (P < 0.05), but the difference was not significant between before internal fixator removal and at last follow-up (P > 0.05). The motion of fixed segment was restored after internal fixator removal. ConclusionIt is an effective method of pedicle screw fixation combined with non-fusion technology through Wiltse paraspinal approach for the treatment of thoracolumbar fracture (AO type A). The method has the advantages of simple operation and less trauma. It can effectively rebuild the height of vertebral body and correct kyphotic deformity.
Objective To compare the surgical efficacy of different operating methods for treating old thoracolumbarfracture with spinal cord injury. Methods From September 2000 to March 2006, 34 cases of old thoracolumbar fractures with spinal cord injury were treated. Patients were divided into 2 groups randomly. Group A (n=18): anterior approach osteotomy, il iac bone graft and internal fixation were used. There were 10 males and 8 females with the age of 17-54 years. The apex level of kyphosis was T11 in 2 cases, T12 in 5 cases, L1 in 8 cases and L2 in 3 cases. The average preoperative Cobb angle of kyphosis was (36.33 ± 3.13)°, and the average preoperative difference in height between anterior and posterior of involved vertebra was (22.34 ± 11.61) mm. Neurological dysfunction JOA score was 10.44 ± 1.12. Group B (n=16): transpedicular posterior decompression and internal fixation were used. There were 8 males and 8 females with the age of 18-56 years. The apex level of kyphosis was T11 in 2 cases, T12 in 6 cases, L1 in 7 cases and L2 in 1 case. The preoperative Cobb angle of kyphosis was (38.55 ± 4.22)°, and the preoperative difference in height between anterior and posterior of involved vertebra was (20.61 ± 10.22) mm. Neurological dysfunction JOA score was 10.23 ± 2.23. Results All the patients were followed up for 9-46 months with an average of 13.5 months. Cobb angle was (12.78 ± 3.76)° in group A, which was improved by (24.23 ± 1.64)° campared to that of preoperation; and was (10.56 ± 4.23)° in group B, which was improved by (26.66 ± 1.66)°. JOA score was 14.21 ± 1.08 in group A, which wasimproved by 3.92 ± 1.33; and it was 13.14 ± 2.32 in group B, which was improved by 3.12 ± 1.95. The average postoperative difference between anterior height and posterior height of vertebral body in group A was (3.11 ± 1.06) mm, which was improved by (18.03 ± 2.14) mm; and it was (2.56 ± 1.33) mm in group B, which was corrected by (20.36 ± 3.78) mm. There were statistically significant differences in the above indexes between preoperation and postoperation in 2 groups (P lt; 0.01), but no significant differences between 2 groups (P gt; 0.05). In group A, pleural effusion occurred in 2 cases and local pulmonary collapse in 4 cases and intercostals neuralgia in 1 case. In group B, leakage of cerebrospinal fluid occurred in 3 cases. Conclusion Both anterior and posterior approach are capable of treating of the old thoracolumbar fracture with incomplete spinal cord injury and providing the satisfying result of deformation correction, neurological decompression and neurological functional recovery to a certain extent.
ObjectiveTo explore the effectiveness and safety of tranexamic acid (TXA) in anterior approach surgery for thoracolumbar fractures.MethodsFrom January 2017 to January 2020, a total of 68 thoracolumbar fracture patients undergoing anterior approach surgery were included and randomly divided into TXA group (n=33) and control group (n=35). Patients in the TXA group were given a dose of 15 mg/kg of TXA by intravenous infusion during 30 min before skin incision and an additional 15 mg/kg of TXA intravenously at 8 h after the first infusion, while the ones in the control group were given 15 mg/kg of normal saline at the same time. Basic data of the patients were collected. The hemoglobin concentration, hematocrit, coagulation and fibrinolysis indexes of the patients were monitored preoperatively, 24-hour postoperatively, and 72-hour postoperatively. The intraoperative blood loss and wound drainage of the patients were recorded. The incidence of blood transfusion and thrombotic events were collected. Statistical analysis was performed.ResultsThere was no significant difference in age, sex, body mass index, operation time, fracture location distribution, anesthesia classification of American Society of Anesthesiologists, neurologic grade of American Spinal Injury Association, injury time, or length of hospital stay between the two groups (P>0.05). Compared with those in the control group, the total blood loss [(1 398.49±312.24) vs. (1 642.30±357.78) mL, P=0.003], intraoperative blood loss [(432.83±74.76) vs. (486.31±86.51) mL, P=0.008], and wound drainage [(276.73±89.42) vs. (389.24±125.71) mL, P<0.001] in the TXA group reduced. No statistically significant difference was found between the two groups in the preoperative hemoglobin or hematocrit (P>0.05), but the 24-hour postoperative hemoglobin concentration [(112.67±20.59) vs. (102.64±19.41) g/L, P=0.042] and hematocrit [(32.25±4.12)% vs. (30.13±4.28)%, P=0.042] in the TXA group were higher than those in the control group. The incidence of allogeneic blood transfusion in the TXA group was lower than that in the control group (6.1% vs. 25.7%, P<0.05). There was no statistically significant difference in preoperative, 24-hour postoperative, or 72-hour postoperative prothrombin time, international standardized ratio, activated partial prothrombin time, platelet count, fibrinogen, d-dimer, or fibrinogen degradation products between the two groups (P>0.05), and no thrombotic complications were found.ConclusionTXA has good efficacy and safety in the anterior approach surgery for thoracolumbar fractures.
Objective To investigate the effects of different puncture levels on bone cement distribution and effectiveness in bilateral percutaneous vertebroplasty for osteoporotic thoracolumbar compression fractures. Methods A clinical data of 274 patients with osteoporotic thoracolumbar compression fractures who met the selection criteria between December 2017 and December 2020 was retrospectively analyzed. All patients underwent bilateral percutaneous vertebroplasty. During operation, the final position of the puncture needle tip reached was observed by C-arm X-ray machine. And 118 cases of bilateral puncture needle tips were at the same level (group A); 156 cases of bilateral puncture needle tips were at different levels (group B), of which 87 cases were at the upper 1/3 layer and the lower 1/3 layer respectively (group B1), and 69 cases were at the adjacent levels (group B2). There was no significant difference in gender, age, fracture segment, degree of osteoporosis, disease duration, and preoperative visual analogue scale (VAS) score, and Oswestry disability index (ODI) between groups A and B and among groups A, B1, and B2 (P>0.05). The operation time, bone cement injection volume, postoperative VAS score, ODI, and bone cement distribution were compared among the groups. Results All operations were successfully completed without pulmonary embolism, needle tract infection, or nerve compression caused by bone cement leakage. There was no significant difference in operation time and bone cement injection volume between groups A and B or among groups A, B1, and B2 (P>0.05). All patients were followed up 3-32 months, with an average of 7.8 months. There was no significant difference in follow-up time between groups A and B and among groups A, B1, and B2 (P>0.05). At 3 days after operation and last follow-up, VAS score and ODI were significantly lower in group B than in group A (P<0.05), in groups B1 and B2 than in group A (P<0.05), and in group B1 than in group B2 (P<0.05). Imaging review showed that the distribution of bone cement in the coronal midline of injured vertebrae was significantly better in group B than in group A (P<0.05), in groups B1 and B2 than in group A (P<0.05), and in group B1 than in group B2 (P<0.05). In group A, 7 cases had postoperative vertebral collapse and 8 cases had other vertebral fractures. In group B, only 1 case had postoperative vertebral collapse during follow-up. ConclusionBilateral percutaneous vertebroplasty in the treatment of osteoporotic thoracolumbar compression fractures can obtain good bone cement distribution and effectiveness when the puncture needle tips locate at different levels during operation. When the puncture needle tips locate at the upper 1/3 layer and the lower 1/3 layer of the vertebral body, respectively, the puncture sites are closer to the upper and lower endplates, and the injected bone cement is easier to connect with the upper and lower endplates.
Thoracolumbar fractures are common injuries. Accurate diagnosis and classification are of great significance for guiding treatment. Although there are many classification systems, they have not been universally accepted and used to guide clinical practice. Denis classification, load sharing classification, Magerl/AO classification, and Thoracolumbar Injury Classification and Severity Score have a great clinical influence, but they also have some shortcomings. Recently, some new classifications of thoracolumbar fractures have been proposed, and some of them have been updated and revised, which makes it easy to cause confusion, and puts forward new requirements on how to grasp and apply these classification systems. This article reviews the main and commonly used classification systems of thoracolumbar fractures, discusses the main viewpoints, advantages and disadvantages of each classification system, and looks ahead to the future research direction.
ObjectiveTo systematically review the efficacy of at the fracture level (AFL) versus cross the fracture level (CFL) short-segment pedicle screw fixation for thoracolumbar fractures. MethodsWe electronically search PubMed, The Cochrane Library (Issue 8, 2015), EMbase, CBM, CNKI, VIP and WanFang data to collect randomized controlled trials (RCTs) of AFL versus CFL short segment pedicle screw fixation for thoracolumbar fractures from inception to Aug. 2015. Two reviewers independently screened literature, extracted data and assessed the risk of bias of included studies. Meta-analysis was performed using RevMan 5.3 software. ResultsA total of 11 RCTs involving 730 patients were included. The results of meta-analysis indicated that: compared with the CFL group, the AFL group had more blood loss (MD=9.8, 95%CI 7.40 to 12.20), less implant failure rate (RR=0.19, 95%CI 0.07 to 0.48), lower long term postoperative VAS score of thoracolumbar pain (MD=-1.20, 95%CI -1.85 to -0.56), higher correction in short term postoperative kyphotic Cobb angle (MD=3.56, 95%CI 2.25 to 4.87), smaller value in long term postoperative kyphotic Cobb angle and its loss of correction (MD=-3.95, 95%CI -7.78 to -0.12; MD=-4.65, 95%CI -6.91 to -2.40), smaller degree of anterior vertebral height compression in short and long term postoperative (MD=-3.51, 95%CI -5.23 to -1.80; MD=-8.28, 95%CI -12.22 to -4.33), better result in long term postoperative anterior vertebral height and its loss of correction (MD=8.00, 95%CI 3.85 to 12.15; MD=-6.06, 95%CI -7.68 to -4.44). There were no significant differences between two groups regarding operation time, infectious complications and short term postoperative kyphotic Cobb angle (MD=0.11, 95%CI -5.36 to 5.57; RR=0.55, 95%CI 0.11 to 2.85; MD=-0.66, 95%CI -2.19 to 0.87). ConclusionCurrent evidence shows that AFL short-segment pedicle screw fixation for thoracolumbar fractures is superior to CFL fixation. Due to limited quality and quantity of the included studies, more high quality studies are needed to verify the above conclusion.
ObjectiveTo investigate the stability of unilateral fractured vertebral pedicle screw fixation in the treatment of thoracolumbar fracture. MethodsEighteen fresh calf thoracolumbar spine specimens (T11-L3) were obtained to establish the L1 burst fracture models with Panjabi's high speed trauma apparatus, and were divided into 3 groups:pedicle fixation for adjacent upper and lower vertebrae of fractured vertebra (4 pedicle screws in group A), combined with pedicle screw fixation for unilateral fractured vertebrae (5 pedicle screws in group B), and three-level 6 pedicle fixation (group C). Under normal, fractured, and reconstructed conditions, the range of motion (ROM) of adjacent upper and lower vertebrae of fractured vertebra were measured in flexion, extension, bilateral bending, and axial rotation. Axial stiffness under flexion-compression was measured on the MTS-858 testing system. ResultsThere was no significant difference in ROM and axial stiffness under normal and fractured conditions in all directions among groups (P<0.05), indicating load balance in the groups. ROM of groups B and C were significantly less than that of group A under reconstructed condition in all directions (P<0.05), but no significant difference was found between group B and group C (P>0.05). Biomechanical test showed that group B was significantly higher than group A in the axial stiffness value (P<0.05), but difference was not significant between group B and group C (P>0.05). ConclusionTranspedicular fixation of fractured vertebrae can enhance the stability of the spine. Both unilateral and bilateral fractured vertebral pedicle screw fixations have the same stability.