1.Clinical efficacy of one-stage anterior debridement and bone graft fusion for the treatment of cervical pyogenic spondylodiscitis
Yukun HU ; Fulati MAIMAITI ; Shutao GAO ; Xiaoyu CAI ; Weibin SHENG
Chinese Journal of Surgery 2024;62(9):870-877
Objective:To investigate the efficacy of one-stage anterior debridement and bone graft fusion for the treatment of cervical pyogenic spondylodiscitis.Methods:This is a retrospective case series study. Retrospective analysis of clinical data from 23 patients with cervical pyogenic spondylodiscitis treated with one-stage anterior approach debridement and bone graft fusion was performed in the Department of Spinal Surgery, the First Affiliated Hospital of Xinjiang Medical University from January 2015 to January 2020. There were 14 males and 9 females,aged (51.9±12.8) years (range:26 to 82 years). Preoperatively, 14 patients had neurological deficits, classified according to the American Spinal Injury Association (ASIA) impairment scale as follows: grade A in 1 case, grade B in 1 case, grade C in 5 cases, and grade D in 7 cases . All patients underwent the one-stage anterior debridement and fusion procedure. The surgical time, blood loss, hospital stay, fusion time, and surgical complications were documented. Clinical efficacy was assessed using the visual analogue scale (VAS), the neck disability index (NDI), and the ASIA impairment scale. Preoperative and postoperative data were compared using paired sample t tests, repeated measures analysis of variance, and generalized estimating equations. Results:All the 23 patients underwent the operative procedures successfully. The operation time was (102.8±19.8) minutes (range:60 to 140 minutes), blood loss was (84.4±40.2) ml (range:30 to 160 ml), and the length of hospital stay was (17.4±6.0) days (range:10 to 30 days). Blood cultures were positive for the causative pathogen in 14 cases (60.8% positivity rate), while 9 cases had negative results. Irrigation fluid cultures yielded the causative pathogen in 19 cases (82.6% positivity rate), with 4 cases negative. All patients were followed up for more than 12 months, with a follow-up duration of (19.0±5.9) months (range:12 to 36 months). At the final follow-up, VAS improved from (5.9±1.1) points preoperatively to (0.8±0.3) points; NDI improved from (38.3±6.0)% preoperatively to (9.3±3.0)%, with statistically significant differences (both P<0.01). All patients experienced improvement in neurological function, with the exception of one patient in grade C and two in grade D, all other patients recovered to grade E. The C 2-7 Cobb angle and the affected segment Cobb angle were corrected. white blood cell, erythrocyte sedimentation rate and C-reactive protein levels returned to normal. All patients achieved bony fusion, with a fusion time of (8.9±1.9) months (range:6 to 12 months). Two diabetic patients developed postoperative incision infection; no other surgery-related complications occurred in the remaining patients. Conclusion:One-stage anterior debridement and bone graft fusion can correct kyphosis, restore normal alignment, and improve neurological function in the treatment of single and double segment cervical pyogenic spondylodiscitis, representing a viable treatment option for cervical pyogenic spondylodiscitis.
2.The treatment strategies for the repair of intervertebral disc degeneration
Yao WANG ; Xiaoyu CAI ; Weibin SHENG
Chinese Journal of Surgery 2024;62(9):887-892
The traditional treatment of intervertebral disc degeneration (IVDD) mainly focuses on symptomatic treatment, and cannot restore the physiological structure and function of the intervertebral disc. Therefore, more and more scholars begin to pay attention to the application of regenerative medicine and its derived therapeutic methods in IVDD. From the histological perspective, the early stage of IVDD shows the imbalance between synthesis and catabolism, but the cell number and tissue structure are relatively complete, and the intervention of exogenous molecules or gene therapy can achieve extracellular matrix (ECM) regeneration. With the progress of IVDD, the replenishment of healthy cells is the key to treatment. In the final stage, the cell number and tissue structure are disordered. Biological materials with certain mechanical strength and cell load can be used to supplement ECM and healthy cells to realize the repair and regeneration of IVDD. Molecular, cell and gene therapy, combined with the application of new biomaterials, the treatment of IVDD is more inclined to compensate for the shortcomings through a combination approach in the future, in order to achieve the purpose of repair and regeneration.
3.Clinical efficacy of one-stage anterior debridement and bone graft fusion for the treatment of cervical pyogenic spondylodiscitis
Yukun HU ; Fulati MAIMAITI ; Shutao GAO ; Xiaoyu CAI ; Weibin SHENG
Chinese Journal of Surgery 2024;62(9):870-877
Objective:To investigate the efficacy of one-stage anterior debridement and bone graft fusion for the treatment of cervical pyogenic spondylodiscitis.Methods:This is a retrospective case series study. Retrospective analysis of clinical data from 23 patients with cervical pyogenic spondylodiscitis treated with one-stage anterior approach debridement and bone graft fusion was performed in the Department of Spinal Surgery, the First Affiliated Hospital of Xinjiang Medical University from January 2015 to January 2020. There were 14 males and 9 females,aged (51.9±12.8) years (range:26 to 82 years). Preoperatively, 14 patients had neurological deficits, classified according to the American Spinal Injury Association (ASIA) impairment scale as follows: grade A in 1 case, grade B in 1 case, grade C in 5 cases, and grade D in 7 cases . All patients underwent the one-stage anterior debridement and fusion procedure. The surgical time, blood loss, hospital stay, fusion time, and surgical complications were documented. Clinical efficacy was assessed using the visual analogue scale (VAS), the neck disability index (NDI), and the ASIA impairment scale. Preoperative and postoperative data were compared using paired sample t tests, repeated measures analysis of variance, and generalized estimating equations. Results:All the 23 patients underwent the operative procedures successfully. The operation time was (102.8±19.8) minutes (range:60 to 140 minutes), blood loss was (84.4±40.2) ml (range:30 to 160 ml), and the length of hospital stay was (17.4±6.0) days (range:10 to 30 days). Blood cultures were positive for the causative pathogen in 14 cases (60.8% positivity rate), while 9 cases had negative results. Irrigation fluid cultures yielded the causative pathogen in 19 cases (82.6% positivity rate), with 4 cases negative. All patients were followed up for more than 12 months, with a follow-up duration of (19.0±5.9) months (range:12 to 36 months). At the final follow-up, VAS improved from (5.9±1.1) points preoperatively to (0.8±0.3) points; NDI improved from (38.3±6.0)% preoperatively to (9.3±3.0)%, with statistically significant differences (both P<0.01). All patients experienced improvement in neurological function, with the exception of one patient in grade C and two in grade D, all other patients recovered to grade E. The C 2-7 Cobb angle and the affected segment Cobb angle were corrected. white blood cell, erythrocyte sedimentation rate and C-reactive protein levels returned to normal. All patients achieved bony fusion, with a fusion time of (8.9±1.9) months (range:6 to 12 months). Two diabetic patients developed postoperative incision infection; no other surgery-related complications occurred in the remaining patients. Conclusion:One-stage anterior debridement and bone graft fusion can correct kyphosis, restore normal alignment, and improve neurological function in the treatment of single and double segment cervical pyogenic spondylodiscitis, representing a viable treatment option for cervical pyogenic spondylodiscitis.
4.The treatment strategies for the repair of intervertebral disc degeneration
Yao WANG ; Xiaoyu CAI ; Weibin SHENG
Chinese Journal of Surgery 2024;62(9):887-892
The traditional treatment of intervertebral disc degeneration (IVDD) mainly focuses on symptomatic treatment, and cannot restore the physiological structure and function of the intervertebral disc. Therefore, more and more scholars begin to pay attention to the application of regenerative medicine and its derived therapeutic methods in IVDD. From the histological perspective, the early stage of IVDD shows the imbalance between synthesis and catabolism, but the cell number and tissue structure are relatively complete, and the intervention of exogenous molecules or gene therapy can achieve extracellular matrix (ECM) regeneration. With the progress of IVDD, the replenishment of healthy cells is the key to treatment. In the final stage, the cell number and tissue structure are disordered. Biological materials with certain mechanical strength and cell load can be used to supplement ECM and healthy cells to realize the repair and regeneration of IVDD. Molecular, cell and gene therapy, combined with the application of new biomaterials, the treatment of IVDD is more inclined to compensate for the shortcomings through a combination approach in the future, in order to achieve the purpose of repair and regeneration.
5.Evaluation of preoperative prediction methods for osteotomy angle of ankylosing spondylitis thora-columbar kyphosis
Shuwen ZHANG ; Hao WANG ; Weibin SHENG
Chinese Journal of Spine and Spinal Cord 2024;34(9):921-929
Objectives:To evaluate the preoperative prediction methods of osteotomy angle of thoracolumbar kyphosis in ankylosing spondylitis(AS)patients,and to analyze their clinical values in reconstruction of spinopelvic sagittal alignment.Methods:22 AS patients with thoracolumbar kyphosis,who underwent single segment pedicle subtraction osteotomy(PSO)from January 2015 to January 2022 in the First Affiliated Hospital of Xinjiang Medical University,were retrospectively reviewed.There were 17 males and 5 females with a mean age of 44.3±7.4 years(range,29-56 years).Preoperative and postoperative spinopelvic parameters were measured on X-ray lateral radiographs,osteotomy angles were predicted with different methods,full balance integated index(FBI),spine femoral angle(SFA),hilus pulmonis-hip axis(HP-HA),center of both acoustic meati-hip axis(CAM-HA),and Surgimap method.And theoretical spinopelvic parameters and theoretical os-teotomy angle were calculated according to pelvic incidence(PI).The differences between preoperative,final follow-up and theoretical spinopelvic parameters,and between the predictive,actual and theoretical osteotomy angles,were compared.Results:The osteotomy sites of the 22 cases included 4 in L1,10 in L2 and 8 in L3.All the patients achieved ideal imaging and surgical results.The differences in pelvic tilt(PT),sacral slope(SS),lumbar lordosis(LL),thoracic kyphosis(TK),thoracolumbar kyphosis(TLK),global kyphosis(GK),and sagittal vertical axis(SVA)between final follow-up and preoperation were statistically significant(P<0.05).The osteotomy angles predicted with FBI,SFA,HP-HA,CAM-HA,and Surgimap methods were 50.5°±12.1°,52.0°±11.3°,53.9°±8.1°,51.3°±5.8°,and 43.2°±9.2°,respectively,with statistically significant differences(F=2.342,P=0.046).The theoretical osteotomy angle required by simulated osteotomy to restore the ideal spinopelvic sagittal alignment was 51.2°±8.1°,which wasn't statistically different from the osteotomy angles predicted with FBI,SFA,HP-HA or CAM-HA methods(P>0.05).The actual osteotomy angle during the operation was 41.1°±5.4°,which was statistically different from the osteotomy angles predicted with FBI,SFA,HP-HA and CAM-HA methods(P<0.05),but not statistically different with the angle predicted with Surgimap method(P>0.05).Conclusions:The osteotomy angles predicted with FBI,SFA,HP-HA,and CAM-HA methods are similar with the theoretical osteotomy angle,while different from the actual osteotomy angle to some extent;The osteotomy angle predicted with Surgimap method is similar with the actual osteotomy angle.
6.Efficacy of posterior reduction and fixation combined with pedicle subtraction osteotomy in the treatment of ankylosing spondylitis kyphotic deformity complicated by upper cervical spine injury
Jian ZHANG ; Fangsheng HE ; Jun SHENG ; Rui CAO ; Tao XU ; Weidong LIANG ; Bing WU ; Weibin SHENG
Chinese Journal of Trauma 2024;40(6):522-530
Objective:To investigate the efficacy of posterior reduction and fixation combined with pedicle subtraction osteotomy (PSO) in the treatment of ankylosing spondylitis (AS) kyphotic deformity complicated by upper cervical spine injury.Methods:A retrospective case series study was conducted to analyze the clinical data of 8 patients with AS kyphotic deformity complicated by upper cervical spine injury, who were admitted to First Affiliated Hospital of Xinjiang Medical University from October 2010 to December 2022. All were males, aged 32-58 years [(46.9±8.7)years]. Acute injury was found in 1 patient and chronic injuries in 7 patients, including 3 with cervicothoracic kyphotic deformity and 5 with thoracolumbar kyphotic deformity. Five patients were complicated by odontoid fractures, 1 by C 2-C 3 fracture and 2 by atlantoaxial dislocation. According to American Spinal Injury Association (ASIA) scale, 2 patients were with grade C, 3 with grade D, and 3 with grade E. The patients were treated with posterior upper cervical reduction and fixation combined with cervicothoracic PSO or thoracolumbar PSO respectively according to the location of the deformity. The operation time and intraoperative blood loss were recorded. Neck disability index (NDI), visual analogue scale (VAS), C 0-C 2 angle, C 1-C 2 angle, cervical lordosis angle (CL), head tilt angle (HT), chin-brow vertical angle (CBVA), cervical sagittal vertical axis (CSVA), and sagittal vertical axis (SVA) were compared before surgery, at 1 week and 3, 6, 12 months after surgery, and at the last follow-up. The healing of fractures and fusion of osteotomy site were recorded at 12 months after surgery. Recovery of neurological function was observed at the last follow-up. Incidence of complications was observed. Results:Patients were all followed up for 12-24 months [(17.0±5.4)months]. The operation time was 5.5-7.2 hours [(6.2±0.6)hours] and the intraoperative blood loss was 480-800 ml [(629.4±124.0)ml]. The NDI scores at 1 week and 3, 6, 12 months after surgery, and at the last follow-up were (14.6±2.6)points, (13.6±2.8)points, (12.8±2.4)points, (12.8±2.7)points, and (12.8±2.6)points respectively, significantly lower than (29.6±8.5)points preoperatively ( P<0.01). There were no significant differences in NDI scores at various time points after surgery ( P>0.05). The VAS scores were 2.0(1.0, 3.0)points, 1.5(1.0, 2.0)points, 0.5(0.0, 1.8)points, 0.5(0.0, 1.7)points, and 0.5(0.0, 1.8)points respectively, significantly lower than 3.5(3.0, 4.8)points preoperatively ( P<0.01). The VAS score at 3 months postoperatively was lower than that at 1 week postoperatively ( P<0.05), and the VAS score at 6 months postoperatively was lower than that at 3 months postoperatively ( P<0.05). There were no statistically significant differences in VAS scores at 6, 12 months postoperatively, and at the last follow-up ( P>0.05). There were no statistically significant differences between C 0-C 2 angle and C 1-C 2 angle preoperatively and at different time points postoperatively ( P>0.05). At 1 week and 3, 6, 12 months postoperatively and at the last follow-up, the CL values were -8.5(-5.3, -11.9)°, -8.6(-5.5, -11.9)°, -8.4(5.2, -12.1)°, -8.8(-5.6, -12.4)°, and -8.7(-5.3, -12.5)° respectively, significantly higher than 1.2(9.5, -4.8)° preoperatively ( P<0.01); the HT values were 6.1(4.5, 9.6)°, 6.1(4.3, 9.4)°, 6.0(4.2, 8.9)°, 6.0(4.2, 9.2)°, and 6.1(4.3, 9.2)° respectively, significantly lower than 17.0(10.3, 22.0)° preoperatively ( P<0.01); the CBVA values were (23.2±5.0)°, (23.1±4.8)°, (23.0±4.7)°, (23.1±4.7)°, and (23.1±4.9)° respectively, significantly lower than (44.1±9.8)° preoperatively ( P<0.01); the CSVA values were 5.2(4.2, 7.5)cm, 5.4(4.1, 7.1)cm, 4.7(4.0, 7.4)cm, 5.4(4.1, 7.0)cm, and 5.1(4.3, 6.5)cm respectively, significantly shorter than 9.0(7.8, 9.3)cm preoperatively ( P<0.01); the SVA values were 7.7(6.2, 13.7)cm, 7.5(6.0, 13.4)cm, 7.6(6.2, 13.2)cm, 7.4(6.3, 13.1)cm, and 7.5(6.2, 13.2)cm respectively, significantly shorter than 16.8(8.2, 27.2)cm preoperatively ( P<0.05). There were no statistically significant differences among CL, HT, CBVA, CSVA, and SVA values at different time points after surgery ( P>0.05). All the fractures healed at 12 months after surgery and Bridwell grade I healing was achieved at all the osteotomy sites. At the last follow-up, all the patients were classified as ASIA grade E, significantly improved compared with preoperatively ( P<0.01). One patient had transient C 8 nerve paralysis after surgery and recovered after 4 weeks′ treatment. The remaining patients did not develop any infection or internal fixation-related complications, such as broken rods, broken screws, or loose screws. Conclusion:For AS kyphosis deformity complicated with upper cervical injury, posterior reduction and fixation combined with cervicothoracic or thoracolumbar PSO can effectively promote functional recovery, relieve pain, maintain overall trunk balance, improve neurological symptoms, and reduce the incidence of complications.
7.Single posterior osteotomy for the treatment of rigid cervical spine deformities
Xiaoyu CAI ; Tao XU ; Maimaiti MAIERDAN· ; Rui CAO ; Chuanhui XUN ; Weidong LIANG ; Jian ZHANG ; Qiang DENG ; Maimaiti PULATI· ; Jun SHENG ; Ting WANG ; Weibin SHENG
Chinese Journal of Orthopaedics 2024;44(19):1265-1272
Objective:To evaluate the safety and effectiveness of single posterior osteotomy in the correction of rigid cervical spine deformities (CSD) and to explore the indications and key surgical techniques involved.Methods:A retrospective analysis was conducted on the clinical data of 9 patients with rigid CSD who underwent single posterior osteotomy correction between June 2012 and June 2023 in the Department of Spine Surgery at the First Affiliated Hospital of Xinjiang Medical University. The cohort comprised 4 males and 5 females, with a mean age of 19.8±27.2 years (range, 7-48 years). Among these, 5 cases were congenital CSD, 3 were post-tuberculosis deformities, and 1 was iatrogenic. Various coronal and sagittal alignment parameters were measured, including C 1, 2 angle, cervical lordosis (CL), structural scoliosis angle (SSA), structural kyphosis angle (SKA), head tilt (HT), C 2-C 7 sagittal vertical axis (CSVA), sagittal vertical axis (SVA), coronal balance distance (CBD), T 1 slope (T 1S), and the difference between T 1 tilt and cervical lordosis (T 1S-CL). Clinical outcomes were assessed using the neck disability index (NDI), visual analogue scale (VAS), and Scoliosis Research Society-22 questionnaire (SRS-22). Results:The average operation time was 273.9±76.1 min, with an average blood loss of 472.2±128.8 ml. All 9 patients were followed up for an average of 45.2±41.8 months (range, 12-116 months). A total of 7 patients underwent single-segment osteotomies (C 3, C 6 and C 7: 1 case each; C 5: 4 cases), and 2 patients underwent double-segment osteotomies (C 2 and C 7, C 3 and C 4). Four cases involved pedicle subtraction osteotomy (PSO), while 7 cases required vertebral column resection. The upper instrumented vertebra (UIV) was located at the occiput in 1 case and in the cervical spine in 8 cases. The lower instrumented vertebra (LIV) was located in the upper thoracic spine in 6 cases and in the cervical spine in 3 cases, with 2 of the latter cases having both UIV and LIV in the cervical spine. The average number of fused segments was 7.6±4.4 segments (range, 2-12 segments). All patients achieved successful bone fusion within an average of 8.8±3.2 months (range, 6-12 months). Preoperatively, the mean values for CL, SSA, SKA, HT, and CBD were 19.8° (17.2°, 30.5°), 27.4°(23.3°, 30.4°), 28.4°(25.6°, 30.1°), 9.0°(6.2°, 12.3°), and 18.5(12.3, 23.6) mm, respectively. Postoperative improvements were noted with values of -11.1°(-8.8°, -14.4°), 1.3°(0.8°, 1.6°), -11.1°(-8.6°, -14.5°), 1.6°(0.5°, 2.2°), and 9.4 (4.8-13.5) mm, respectively. At the final follow-up, these parameters were maintained, with values of -11.0°(-8.8°, -14.3°), 1.2°(0.8°, 1.5°), -11.0° (-8.6°, -14.3°), 1.5°(0.5°, 2.2°), and 9.4(4.8, 13.4) mm, respectively. Statistically significant improvements were observed between preoperative and postoperative measurements ( P<0.05), except for C 1, 2 angle, CSVA, SVA, T 1S, and T 1S-CL ( P>0.05). NDI and SRS-22 scores showed significant improvements postoperatively ( P<0.05), while VAS scores did not show a significant change ( P>0.05). Postoperative complications included transient nerve injury in two patients, one case of right central retinal artery occlusion, and one case of vertebral artery injury. Conclusion:This study confirms the safety and efficacy of single posterior osteotomy for treating rigid CSD of various etiologies. Standard PSO or modified techniques are effective for correcting cervical kyphosis, while hemivertebra resection and concave-side distraction are recommended for congenital scoliosis or kyphoscoliosis.
8.Value of CT grayscale histogram features in the differential diagnosis of brucella spondylitis and pyogenic spondylitis
Yasin PARHAT ; Mardan MURADIL ; Weibin SHENG
Chinese Journal of Spine and Spinal Cord 2023;33(11):986-993
Objectives:To evaluate the values of sagittal CT image histogram features in the differential diagnosis of brucella spondylitis(BS)and pyogenic spondylitis(PS).Methods:The data of 40 BS patients[25 males,15 females;age:51.6±13.0 years old;body mass index(BMI):23(20,28)kg/m2,the BS group]and 33 PS patients[13 males,20 females;age:50.8±16.7 years old;BMI:23(20,26)kg/m2,the PS group]who underwent CT examination of the spine in our hospital and were confirmed through pathology and/or etiology were collected.The region of interest(ROI)was delineated on each level of the sagittal CT images of the two groups of patients by using the 3D Slicer platform and grayscale global histogram analysis was performed.The clinical data were compared using chi square test,independent sample t-test,and Mann Whitney U test between the two groups of patients;Univariate analysis,correlation analysis,and multivariate analysis were used in sequence to identify the histogram features with significant differences between the two groups(including 10%percentile,1%percentile,25%percentile,5%percentile,median,minimum,skewness,and variance);Logistic regression and the screened features were combined for modeling,and receiver operating characteristic(ROC)curves were drawn and areas under the curve(AUC)were calculated to compare the discriminative ability of each histogram feature.Results:There was no statistically significant difference in age,gender,and BMI between the two groups of patients(P>0.05).Among the histogram parameters,10%percentile value,1%percentile value,25%percentile value,5%percentile value,median,minimum value,skewness,and variance were statistically different between the two groups(P<0.05).The 10%percentile value displayed the best diagnostic performance,with an AUC value of 0.824 and a specificity of 0.893.The combined model had an AUC value of 0.860 and a specificity of 0.946.Conclusions:Based on 10%percentile value of CT grayscale histogram and joint model,PS and BS can be distinguished effectively,providing a basis for accurately distinguishing the two diseases in clinical practice.
9.A preliminary study of MRI-based radiomics combined with clinical features for Differential Diagnosis of Brucella Spondylitis and Pyogenic Spondylitis
Yasin PARHAT ; Yimit YASEN ; Mardan MURADIL ; Yusufu AIERPATI ; Tao XU ; Xiaoyu CAI ; Weibin SHENG ; Mamat MARDAN
Chinese Journal of Orthopaedics 2023;43(18):1223-1232
Objective:To elucidate the diagnostic utility of clinical features and radiomics characteristics derived from magnetic resonance imaging T2-weighted fat-suppressed images (T2WI-FS) in differentiating brucellosis spondylitis from pyogenic spondylitis.Methods:Clinical records of 26 patients diagnosed with Brucellosis Spondylitis and 23 with Pyogenic Spondylitis were retrospectively reviewed from Xinjiang Medical University First Affiliated Hospital between January 2019 and December 2021. Confirmatory diagnosis was ascertained through histopathological examination and/or microbial culture. Demographic characteristics, symptoms, clinical manifestations, and hematological tests were collected, followed by a univariate analysis to discern clinically significant risk factors. For the radiomics evaluation, preoperative sagittal T2WI-FS images were utilized. Regions of interest (ROIs) were manually outlined by two adept radiologists. Employing the PyRadiomics toolkit, an extensive array of radiomics features encompassing shape, texture, and gray-level attributes were extracted, yielding a total of 1,500 radiomics parameters. Feature normalization and redundancy elimination were implemented to optimize the predictive efficacy of the model. Discriminatory radiomics features were identified through statistical methods like t-tests or rank-sum tests, followed by refinement via least absolute shrinkage and selection operator (LASSO) regression. An integrative logistic regression model incorporated selected clinical risk factors, radiomics attributes, and a composite radiomics score (Rad-Score). The diagnostic performance of three models clinical risk factors alone, Rad-Score alone, and a synergistic combination were appraised using a confusion matrix and receiver operating characteristic (ROC) analysis.Results:The cohort comprised 49 patients, including 36 males and 13 females, with a mean age of 53.79±13.79 years. C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR) emerged as significant clinical risk factors ( P<0.005). A total of seven discriminative radiomics features (logarithm glrlm SRLGLE, exponential glcm Imc1, exponential glcm MCC, exponential gldm SDLGLE, square glcm ClusterShade, squareroot glszm SALGLE and wavelet.HHH glrlm Run Variance) were isolated through LASSO regression. Among these selected features, the square glcmClusterShade feature exhibited the best performance, with an area under the curve (AUC) value of 0.780. It demonstrated a sensitivity of 68.8%, specificity of 94.4%, accuracy of 82.4%, precision of 91.7%, and negative predictive value of 0.773. Furthermore, the logarithm glrlm SRLGLE feature had an AUC of 0.736, sensitivity of 68.8%, specificity of 72.2%, accuracy of 76.5%, precision of 72.2%, and negative predictive value of 0.812. The exponential glcm Imc1 feature had an AUC of 0.736, sensitivity of 50.0%, specificity of 94.4%, accuracy of 73.5%, precision of 88.9%, and negative predictive value of 0.680. Three diagnostic models were constructed: the clinical risk factors model, the radiomics score model, and the integrated model (clinical risk factors+radiomics score), which showed AUC values of 0.801, 0.818, and 0.875, respectively. Notably, the integrated model exhibited superior diagnostic efficacy. Conclusion:The amalgamation of clinical and radiomics variables within a sophisticated, integrated model demonstrates promising efficacy in accurately discriminating between Brucellosis Spondylitis and Pyogenic Spondylitis. This cutting-edge methodology underscores its potential in facilitating nuanced clinical decision-making, precise diagnostic differentiation, and the tailoring of therapeutic regimens.
10.Analysis of risk factors for prolonged postoperative hospitalization in patients with brucellosis spondylitis
Yasin PARHAT ; Mardan MURADIL ; Weibin SHENG ; Mamat MARDAN
Chinese Journal of Orthopaedics 2023;43(21):1433-1440
Objective:To analyze risk factors for prolonged postoperative hospitalization in patients with Brucella spondylitis (BS).Methods:A total of 130 patients with BS who underwent surgical treatment in the Department of Spine Surgery, the First Affiliated Hospital of Xinjiang Medical University from June 2011 to December 2021 were retrospectively analyzed. There were 95 males and 35 females, aged 51.53±12.26 years (range, 20-76 years). The 75th percentile of patients' hospitalization time was used as the critical value, and hospitalization time≥75% quartile was defined as prolonged hospitalization time. Baseline data, clinical outcomes, laboratory test indices, and imaging findings were compared between patients with prolonged and normal length of stay. Indicators with statistically significant differences between the two groups were included in a binary logistic regression analysis to determine independent risk factors for prolonged postoperative hospitalization for BS. The receiver operating characteristic (ROC) curve was plotted for subjects with prolonged postoperative hospitalization, and the area under the curve (AUC) for each independent risk factor was calculated. Additionally, 95% confidence intervals (CI), sensitivity, and specificity were determined.Results:All patients were operated successfully. The length of hospitalization was 6.98±2.73 days (range, 6-20 days). The 75% quartile of the length of hospitalization was 9 days, so hospitalization time≤9 days was considered as normal length of hospitalization (normal group) and more than 9 days was considered as prolonged hospitalization (prolonged group), of which there were 99 cases in the normal group and 31 cases in the prolonged group. All patients were followed up for 12.3±3.2 months (range, 7-31 months). The results of univariate analysis showed elevated body mass index ( Z=901.00, P<0.001), recent wasting (χ 2=15.84, P<0.001), elevated erythrocyte sedimentation rate ( t=-4.82, P<0.001), elevated C-reactive protein ( Z=895.50, P<0.001), decreased albumin ( Z=2199.50, P<0.001), presence of epidural abscess on MRI (χ 2=10.45, P=0.001), and increased intraoperative blood loss (χ 2=8.81, P=0.003) may be risk factors for prolonged hospitalization after BS. Binary logistic regression analysis showed that increased body mass index ( OR=1.25, P=0.033), recent wasting ( OR=0.04, P=3.395), increased erythrocyte sedimentation rate ( OR=7.50, P<0.001), elevated C-reactive protein ( OR=4.71, P=0.008), and epidural abscess on MRI ( OR=3.69, P=0.033) were independent risk factors for prolonged postoperative hospital stay of BS, and the AUC of ROC was 0.70, 0.71, 0.71, 0.75, 0.66, respectively. The AUC of the combined prediction model was 0.89, and the prediction value was good. Conclusion:Elevated body mass index, recent wasting, elevated C-reactive protein, elevated erythrocyte sedimentation rate, and the presence of an epidural abscess on MRI are independent risk factors for prolonged postoperative hospitalization in patients with BS, and the combined prediction model has better predictive efficacy.

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