1
|
Shen L, Yang H, Zhou F, Jiang T, Jiang Z. Risk factors of short-term residual low back pain after PKP for the first thoracolumbar osteoporotic vertebral compression fracture. J Orthop Surg Res 2024; 19:792. [PMID: 39587591 PMCID: PMC11590304 DOI: 10.1186/s13018-024-05295-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 11/19/2024] [Indexed: 11/27/2024] Open
Abstract
OBJECTIVES To investigate the risk factors for short-term residual low back pain (SRBP) following percutaneous kyphoplasty (PKP) in patients with initial thoracolumbar osteoporotic vertebral compression fractures (OVCFs). METHODS The clinical data of 389 patients with primary thoracolumbar OVCFs treated with PKP in our hospital from January 2018 to December 2022 were retrospectively analysed. A numerical rating scale (NRS) was used to evaluate whether SRBP was present 2 days after the operation. Patients with NRS scores > 4 were assigned to the SRBP group, and those with NRS scores ≤ 4 were assigned to the non-SRBP group. The general clinical data and surgical imaging-related data of the two groups were statistically analysed. Risk factors were analysed using binary logistic regression analysis. RESULTS Binary logistic regression analysis showed four independent predictors of SRBP after PKP, including bone mineral density (BMD) (OR = 0.087, P = 0.044), preoperative injured vertebral kyphosis (OR = 1.26, P = 0.01), preoperative thoracolumbar fascia injury (TLFI) (OR = 8.929, P < 0.001), and cement distribution type (OR = 5.921, P < 0.001) and bone cement filling ratio (OR = 0.651, P < 0.001). CONCLUSIONS A decreased BMD, a larger preoperative kyphosis angle of the injured vertebra, preoperative TLFI, bone cement distributed in blocks and a low cement filling ratio of the injured vertebra are closely related to the occurrence of SRBP in OVCF patients after PKP. Clinicians should pay more attention to the prevention and treatment of risk indicators to further improve the therapeutic effect of PKP. TRIAL REGISTRATION The trial was registered in the China Trial Registry (ChiCTR 2200067164).
Collapse
Affiliation(s)
- Lei Shen
- Department of Orthopaedics, The Yixing People's Hospital, 75 Road Tongzhenguan, Yixing, Jiangsu, 214200, China
| | - Huilin Yang
- Department of Orthopaedics, The First Affiliated Hospital of Soochow University, 899 Road Pinghai, Suzhou, Jiangsu, 215129, China
| | - Feng Zhou
- Department of Orthopaedics, The First Affiliated Hospital of Soochow University, 899 Road Pinghai, Suzhou, Jiangsu, 215129, China
| | - Tao Jiang
- Department of Orthopaedics, The Yixing People's Hospital, 75 Road Tongzhenguan, Yixing, Jiangsu, 214200, China
| | - Zhenhuan Jiang
- Department of Orthopaedics, The Yixing People's Hospital, 75 Road Tongzhenguan, Yixing, Jiangsu, 214200, China.
| |
Collapse
|
2
|
Yang SY, Hsu SY, Su YK, Lu NH, Liu KY, Chen TB, Chiu KN, Huang YH, Yeh LR. Using Key Predictors in an SVM Model for Differentiating Spinal Fractures and Herniated Intervertebral Discs in Preoperative Anesthesia Evaluation. Diagnostics (Basel) 2024; 14:2456. [PMID: 39518423 PMCID: PMC11545723 DOI: 10.3390/diagnostics14212456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2024] [Revised: 10/31/2024] [Accepted: 11/01/2024] [Indexed: 11/16/2024] Open
Abstract
Background/Objectives: Spinal conditions, such as fractures and herniated intervertebral discs (HIVDs), are often challenging to diagnose due to overlapping clinical symptoms and the difficulty in assessing their functional impact. Accurate differentiation between these conditions is crucial for effective treatment, particularly in the context of preoperative anesthesia evaluation, where understanding the underlying condition can influence anesthesia planning and pain management. Methods and Materials: This study presents a Support Vector Machine (SVM) model designed to distinguish between spinal fractures and HIVDs using key clinical predictors, including age, gender, preoperative Visual Analog Scale (VAS) pain scores, and the number of spinal fractures. A retrospective analysis was conducted on a dataset of 199 patients diagnosed with these conditions. The SVM model, using a radial basis function (RBF) kernel, classified the conditions based on the selected predictors. Model performance was evaluated using precision, recall, accuracy, and the Kappa index, with Leave-One-Out (LOO) cross-validation applied to ensure robust results. Results: The SVM model achieved a precision of 92.1% for fracture cases and 91.2% for HIVDs, with recall rates of 98.1% for fractures and 70.5% for HIVDs. The overall accuracy was 92%, and the Kappa index was 0.76, indicating substantial agreement. The analysis revealed that age and VAS pain scores were the most critical predictors for accurately diagnosing these conditions. Conclusions: These results highlight the potential of the SVM model with an RBF kernel to reliably differentiate between spinal fractures and HIVDs using routine clinical data. Future work could enhance model performance by incorporating additional clinical parameters relevant to preoperative anesthesia evaluation.
Collapse
Affiliation(s)
- Shih-Ying Yang
- Department of Anesthesiology, Taoyuan Armed Forces General Hospital, Taoyuan City 30054, Taiwan;
- Department of Medical Imaging and Radiological Science, I-Shou University, Kaohsiung City 82445, Taiwan;
| | - Shih-Yen Hsu
- Department of Information Engineering, I-Shou University, Kaohsiung City 82445, Taiwan;
| | - Yi-Kai Su
- Department of Anesthesiology, E-DA Hospital, I-Shou University, Kaohsiung City 82445, Taiwan;
| | - Nan-Han Lu
- Department of Radiology, E-DA Cancer Hospital, I-Shou University, Kaohsiung City 82445, Taiwan; (N.-H.L.); (K.-Y.L.)
| | - Kuo-Ying Liu
- Department of Radiology, E-DA Cancer Hospital, I-Shou University, Kaohsiung City 82445, Taiwan; (N.-H.L.); (K.-Y.L.)
| | - Tai-Been Chen
- Department of Radiological Technology, Faculty of Medical Technology, Teikyo University, Tokyo 173-8605, Japan;
| | - Kon-Ning Chiu
- Department of Business Management, National Sun Yat-sen University, Kaohsiung City 82445, Taiwan;
- Institute of Medical Science and Technology, National Sun Yat-sen University, Kaohsiung City 82445, Taiwan
| | - Yung-Hui Huang
- Department of Medical Imaging and Radiological Science, I-Shou University, Kaohsiung City 82445, Taiwan;
| | - Li-Ren Yeh
- Department of Anesthesiology, E-DA Cancer Hospital, I-Shou University, Kaohsiung City 82445, Taiwan
| |
Collapse
|
3
|
Wu S, Zhong D, Zhao G, Liu Y, Ke Z, Wang Y. The Impact of Sarcopenia on the Clinical Outcomes of Percutaneous Kyphoplasty in Patients With Osteoporotic Vertebral Compression Fracture: A Retrospective Cohort Study. Geriatr Orthop Surg Rehabil 2024; 15:21514593241261533. [PMID: 38855406 PMCID: PMC11162599 DOI: 10.1177/21514593241261533] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 05/05/2024] [Accepted: 05/28/2024] [Indexed: 06/11/2024] Open
Abstract
Objective: This study aimed to explore the impact of sarcopenia on clinical outcomes after percutaneous kyphoplasty (PKP) for osteoporotic vertebral compression fracture (OVCF). Methods: We retrospectively analyzed the medical records of patients with single-segment OVCF who underwent percutaneous kyphoplasty (PKP) between September 2021 and August 2022. Patients were categorized into a sarcopenia group (43 patients) and a non-sarcopenia group (125 patients) based on their Advanced Skeletal Muscle Index (ASMI). Clinical and radiological data were collected and analyzed. Results: There were no significant differences between the sarcopenia and non-sarcopenia groups in age, sex, bone mineral density (BMD), body mass index (BMI), fractured segment, fracture type, surgical approach, bone cement volume, bone cement distribution, comorbidities, preoperative and immediate postoperative VAS and ODI scores (P > .05). However, the time to ambulation, hospital stays, VAS and ODI scores at follow-up, excellent/good rate, and the incidence of residual pain and re-fractures in the non-sarcopenia group were significantly better than those in the sarcopenia group (P < .05). Meanwhile, radiological outcomes, including regional kyphosis and vertebral height loss rate, were significantly better in the non-sarcopenia group than in the sarcopenia group at 6 and 12 month follow-ups (P < .05). Conclusion: Clinical outcomes after PKP in patients with OVCF could be negatively affected by sarcopenia. Therefore, prevention and treatment of sarcopenia should be actively considered in the management of patients with OVCF.
Collapse
Affiliation(s)
- Shan Wu
- Department of Spine Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Dian Zhong
- Department of Spine Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Guosheng Zhao
- Department of Spine Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yang Liu
- Department of Spine Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Zhenyong Ke
- Department of Spine Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Yang Wang
- Department of Spine Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| |
Collapse
|
4
|
Zheng HL, Li B, Jiang QY, Jiang LS, Zheng XF, Jiang SD. Optimizing percutaneous vertebroplasty: extra-facet puncture for osteoporotic vertebral compression fractures. J Orthop Surg Res 2023; 18:887. [PMID: 37993875 PMCID: PMC10664349 DOI: 10.1186/s13018-023-04368-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Accepted: 11/12/2023] [Indexed: 11/24/2023] Open
Abstract
PURPOSE To assess the safety and efficacy of the extra-facet puncture technique applied in unilateral percutaneous vertebroplasty (PVP) for treating osteoporotic vertebral compression fractures. METHODS Demographics (age, gender, body mass index and underlying diseases) were recorded for analyzing. Visual analog scale (VAS) and Oswestry Disability Index (ODI) scores as well as their corresponding minimal clinically important difference (MCID) were used to evaluate clinical outcomes. The segmental kyphotic angle, the vertebral compression ratio and bone cement distribution pattern were evaluated by the plain radiographs. The facet joint violation (FJV) was defined by the postoperative computed tomography scan. Binary logistic regression analysis was performed to investigate relationships between multiple risk factors and residual back pain. RESULTS VAS and ODI scores in both traditional puncture group and extra-facet puncture group were significantly decreased after PVP surgery (p < 0.05). However, no significant difference was observed between the two groups according to VAS and ODI scores. The proportion of patients achieving MCID of VAS and ODI scores was higher in extra-facet puncture group as compared to traditional puncture group within a month (p < 0.05). Finally, multivariate logistic regression analysis showed that FJV (odds ratio 16.38, p < 0.001) and unilateral bone cement distribution (OR 5.576, p = 0.020) were significant predictors of residual back pain after PVP surgery. CONCLUSIONS Extra-facet puncture percutaneous vertebroplasty can decrease the risk of FJV and it also has the advantage of more satisfied bone cement distribution.
Collapse
Affiliation(s)
- Huo-Liang Zheng
- Department of Clinic of Spine Center, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China
| | - Bo Li
- Department of Clinic of Spine Center, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China
| | - Qin-Yu Jiang
- Shanghai Weiyu High School, Shanghai, 200231, China
| | - Lei-Sheng Jiang
- Department of Clinic of Spine Center, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China
| | - Xin-Feng Zheng
- Department of Clinic of Spine Center, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China.
| | - Sheng-Dan Jiang
- Department of Clinic of Spine Center, Xinhua Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, 200092, China.
| |
Collapse
|
5
|
Correlation Analysis between Residual Pain after Vertebral Augmentation and the Diffusion Distribution of Bone Cement: A Retrospective Cohort Study. Pain Res Manag 2023; 2023:1157611. [PMID: 36643939 PMCID: PMC9833933 DOI: 10.1155/2023/1157611] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Revised: 12/04/2022] [Accepted: 12/22/2022] [Indexed: 01/06/2023]
Abstract
Objective To explore the influence and potential factors of the bone cement dispersion state on residual pain after vertebral augmentation. Methods The cases included in this retrospective cohort study were patients treated with vertebral augmentation (VA) for osteoporotic vertebral compression fractures (OVCFs) between July 2018 and June 2021. According to the type of cement diffusion distribution, the patients were divided into a sufficient diffusion group (Group A) and an insufficient diffusion group (Group B). The differences in the baseline data, visual analog scale (VAS), Oswestry disability index score (ODI), injured vertebral height (IVH), and local kyphosis angle (LKA) between the two groups were analyzed. Assessments were performed preoperatively on the 2nd day postoperation and at the last follow-up. The imaging data of injured vertebrae were accurately reconstructed by a GE AW4.7 workstation, and the differences in the vertebral body volume, bone cement volume, and bone cement volume ratio were compared between the groups. Result After screening, 36 patients were included. (1) The postoperative VAS and ODI scores of the two groups were significantly improved compared with the preoperative scores. (2) On the 2nd day postoperation and the last follow-up, the VAS and ODI scores of Group A were significantly different from those of Group B, and Group A outperformed Group B. (3) The IVH and LKA of the two groups were improved after the operation, and no significant difference was found between the groups. (4) Significant differences were found in the bone cement volume and bone cement volume ratio between the groups, and Group A was larger than Group B. Conclusions Sufficient bone cement diffusion can reduce residual pain after vertebral augmentation.
Collapse
|
6
|
Yu D, Liu Z, Wang H, Yao R, Li F, Yang Y, Sun F. Treatment of Elderly Patients with Acute Symptomatic OVCF: A Study of Comparison of Conservative Treatment and Percutaneous Kyphoplasty. Front Surg 2022; 9:942195. [PMID: 35910474 PMCID: PMC9326083 DOI: 10.3389/fsurg.2022.942195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 06/20/2022] [Indexed: 11/13/2022] Open
Abstract
ObjectiveThe present study was designed for the contrastive analysis of conservative and percutaneous kyphoplasty (PKP) on pain severity and recovery of injured vertebrae in elderly patients with acute symptomatic osteoporotic vertebral compression fracture (OVCF).MethodsA total of 60 elderly patients with acute symptomatic OVCF were divided into two groups according to different treatment protocols, with 30 patients in each group. Patients in the Con group received conservative treatment, while patients in the PKP group received percutaneous kyphoplasty treatment. Clinical evaluation included the visual analogue scale (VAS), the Dallas pain questionnaire, the vertebral body leading edge height, the Cobb angle of injured vertebrae, the MOS item short-form health survey (SF-36), the Barthel index, and the mini-mental state examination (MMSE).ResultsAt 3 days, 3 months, and 6 months post-treatment, the score of VAS and the Cobb angle of injured vertebrae in patients of the PKP group were all significantly lower than those in the Con group (P < 0.05), while the height of vertebral body leading edge in patients of the PKP group was significantly longer than that in the Con group (P < 0.05). At 6 months post-treatment, the scores of the four dimensions of the Dallas pain questionnaire scale in the PKP group were all significantly lower than those in the Con group (P < 0.05), while the score of SF-36 (PCS), SF-36 (MCS), and Barthel index in patients of the PKP group were all significantly lower than those in the Con group (P < 0.05), and there was no significant difference in the scores of MMSE between these two groups (P > 0.05).ConclusionCompared with conservative treatment, PKP treatment of elderly patients with acute symptomatic OVCF provides rapid pain relief, restoration of damaged vertebral body height, correction of Cobb's angle, and improved quality of life.
Collapse
Affiliation(s)
- Dejun Yu
- Second Department of Orthopedics, Beijing Rehabilitation Hospital, Capital University of Medical Sciences, Beijing, China
| | - Zuyao Liu
- Department of Orthopaedics, Beijing Rehabilitation Hospital, Capital University of Medical Sciences, Beijing, China
| | - Hongqing Wang
- Department of Orthopaedics, Beijing Rehabilitation Hospital, Capital University of Medical Sciences, Beijing, China
| | - Ran Yao
- Department of Orthopaedics, Beijing Rehabilitation Hospital, Capital University of Medical Sciences, Beijing, China
| | - Fu Li
- Department of Orthopaedics, Beijing Rehabilitation Hospital, Capital University of Medical Sciences, Beijing, China
| | - Yang Yang
- Department of Orthopaedics, Beijing Rehabilitation Hospital, Capital University of Medical Sciences, Beijing, China
| | - Fenglong Sun
- Second Department of Orthopedics, Beijing Rehabilitation Hospital, Capital University of Medical Sciences, Beijing, China
- Correspondence: Fenglong Sun
| |
Collapse
|
7
|
Biomechanical Analysis of Different Internal Fixation Combined with Different Bone Grafting for Unstable Thoracolumbar Fractures in the Elderly. BIOMED RESEARCH INTERNATIONAL 2022; 2022:2863379. [PMID: 35655485 PMCID: PMC9153926 DOI: 10.1155/2022/2863379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 02/14/2022] [Accepted: 03/08/2022] [Indexed: 11/28/2022]
Abstract
This research was developed to accurately evaluate the unstable fractures of thoracolumbar before and after surgery and discuss the treatment timing and methods. Three-dimensional (3D) finite element method was adopted to construct the T12-L5 segment model of human body. The efficiency of percutaneous kyphoplasty (PKP) and percutaneous vertebroplasty (PVP), two commonly used internal fixation procedures, was retrospectively compared. A total of 150 patients with chest fracture who received PKP or PVP surgery in our hospital, and 104 patients with the same symptoms who received conservative treatment were collected and randomly rolled into PVP group (75 cases), PKP group (75 cases), and control group (104 cases). Visual analog scale (VAS) score and Oswestry disability index (ODI) of patients were collected before and after surgery and 2, 12, and 24 months after surgery. Then, the anterior and central height of the patient's cone and the kyphosis angle were calculated by X-ray. Lumbar minimally invasive fusion system and lumbar pedicle screw rod system were established by computer-aided design (CAD), and the biomechanical characteristics were analyzed. The results showed that there was no substantial difference in VAS score and ODI score between PKP and PVP (P > 0.05), but they were higher than those of the control group (P < 0.05). The anterior edge and middle height of vertebra in the two groups were higher than those in control group (P < 0.05), and the increase in PKP group was more substantial (P < 0.05). The kyphosis of the two groups was smaller than that of the control group (P < 0.05), and the decrease of the kyphosis of the PKP group was more substantial (P < 0.05). In summary, the thoracolumbar segment model established by 3D finite element method was an effective model, and it was verified on patients that both PKP and PVP could achieve relatively satisfactory efficacy. The implantation of the new internal fixation system had no obvious effect on the lumbar movement. This work provided a novel idea and method for the treatment of senile thoracolumbar unstable fracture, as well as experimental data of biomechanics for the operation of senile unstable fracture.
Collapse
|
8
|
Chen M, Yang C, Cai Z, Liu Y, Liu H, Cui J, Yao Z, Chen Y. Lumbar posterior group muscle degeneration: Influencing factors of adjacent vertebral body re-fracture after percutaneous vertebroplasty. Front Med (Lausanne) 2022; 9:1078403. [PMID: 37138584 PMCID: PMC10149853 DOI: 10.3389/fmed.2022.1078403] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 12/26/2022] [Indexed: 05/05/2023] Open
Abstract
Objective The purpose of the study was to explore the influencing factors of adjacent vertebral re-fracture after percutaneous vertebroplasty (PVP) for osteoporosis vertebral compression fractures (OVCFs). Methods We retrospectively analyzed the clinical data of 55 patients with adjacent vertebral re-fracture after PVP operation for OVCFs in our hospital from January 2016 to June 2019, they were followed up for 1 year and included in the fracture group. According to the same inclusion and exclusion criteria, we collected the clinical data of 55 patients with OVCFs without adjacent vertebral re-fracture after PVP in the same period and included them in the non-fracture group. We performed univariate and multivariate logistic regression analysis on the influencing factors of adjacent vertebral re-fracture in patients with OVCFs after PVP. Results There were significant differences in body mass index (BMI), bone mineral density (BMD) T-value, amount of bone cement injected, bone cement leakage, history of glucocorticoid use, cross-sectional area (CSA), cross-sectional area asymmetry (CSAA), fat infiltration rate (FIR), and fat infiltration rate asymmetry (FIRA) of lumbar posterior group muscles [multifidus (MF) and erector spinae (ES)] between the two groups (p < 0.05). There was no significant difference in sex, age, or time from the first fracture to operation, the CAS, CSAA, FIR, and FIRA of psoas major (PS) between the two groups (p > 0.05). Multivariate logistic regression showed that a higher dose of bone cement, greater CSAA and FIR of multifidus, and higher CSAA of erector spinae were independent risk factors for recurrent fractures of adjacent vertebrae after PVP. Conclusion There are many risk factors for recurrent vertebral fracture after PVP in patients with OVCFs, and degeneration of paraspinal muscles (especially posterior lumbar muscles) may be one of the risks.
Collapse
Affiliation(s)
- Ming Chen
- The First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Cekai Yang
- The First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhuoyan Cai
- Department of Spinal Surgery, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Youtao Liu
- Department of Spinal Surgery, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Hao Liu
- Department of Spinal Surgery, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Jianchao Cui
- Department of Spinal Surgery, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
| | - Zhensong Yao
- Department of Spinal Surgery, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
- Department of Orthopaedics, Baiyun Hospital of the First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
- *Correspondence: Zhensong Yao,
| | - Yuan Chen
- College of Medicine and Recreation, Jiangyang City Construction College, Luzhou, China
| |
Collapse
|
9
|
Li Q, Shi L, Wang Y, Guan T, Jiang X, Guo D, Lv J, Cai L. A Nomogram for Predicting the Residual Back Pain after Percutaneous Vertebroplasty for Osteoporotic Vertebral Compression Fractures. Pain Res Manag 2021; 2021:3624614. [PMID: 34760032 PMCID: PMC8575618 DOI: 10.1155/2021/3624614] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 10/07/2021] [Accepted: 10/19/2021] [Indexed: 12/27/2022]
Abstract
OBJECTIVE Current findings suggest that percutaneous vertebroplasty (PVP) is a suitable therapeutic approach for osteoporotic vertebral compression fractures (OVCFs). However, a significant minority of patients still experience residual back pain after PVP. The present retrospective study was designed to determine the risk factors for residual back pain after PVP and provides a nomogram for predicting the residual back pain after PVP. METHODS We retrospectively reviewed the medical records of patients with single-segment OVCFs who underwent bilateral percutaneous vertebroplasty. Patients were divided into group N and group R according to the postoperative VAS score. Group R is described as the VAS score of residual back pain ≥ 4. Pre- and postoperative factors that may affect back pain relief were evaluated between two groups. Univariate and multivariate logistic regression analysis were performed to identify risk factors affecting residual back pain after PVP. We provided a nomogram for predicting the residual back pain and used the receiver operating characteristic curve (ROC), concordance index (C-index), calibration curve, and decision curve analyses (DCA) to evaluate the prognostic performance. RESULTS Among 268 patients treated with PVP, 37 (13.81%) patients were classified postoperative residual back pain. The results of the multivariate logistical regression analysis showed that the presence of an intravertebral vacuum cleft (IVC) (OR 3.790, P=0.026), posterior fascia oedema (OR 3.965, P=0.022), severe paraspinal muscle degeneration (OR 5.804, P=0.01; OR 13.767, P < 0.001), and blocky cement distribution (OR 2.225, P=0.041) were independent risk factors for residual back pain after PVP. The AUC value was 0.780, suggesting that the predictive ability was excellent. The prediction nomogram presented good discrimination, with a C-index of 0.774 (0.696∼0.852) and was validated to be 0.752 through bootstrapping validation. The calibration curve of the nomogram demonstrated a good consistency between the probabilities predicted by the nomogram and the actual probabilities. The nomogram showed net benefits in the range from 0.06 to 0.66 in DCA. CONCLUSIONS The presence of IVC, posterior fascia oedema, blocky cement distribution, and severe paraspinal muscle degeneration were significant risk factors for residual back pain after PVP for OVCFs. Patients with OVCFs after PVP who have these risk factors should be carefully monitored for the possible development of residual back pain. We provide a nomogram for predicting the residual back pain after PVP.
Collapse
Affiliation(s)
- Qiujiang Li
- Graduate School of Ningxia Medical University, Yinchuan, Ningxia, China
- Department of Orthopedics, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, Ningxia, China
| | - Lin Shi
- Traditional Chinese Medicine Hospital Dianjiang Chongqing, Chongqing, China
| | - Yinbin Wang
- Department of Orthopedics, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, Ningxia, China
| | - Tao Guan
- Department of Orthopedics, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, Ningxia, China
| | - Xiaocheng Jiang
- Graduate School of Ningxia Medical University, Yinchuan, Ningxia, China
- Department of Orthopedics, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, Ningxia, China
| | - Donggeng Guo
- Graduate School of Ningxia Medical University, Yinchuan, Ningxia, China
- Department of Orthopedics, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, Ningxia, China
| | - Jinhan Lv
- Graduate School of Ningxia Medical University, Yinchuan, Ningxia, China
- Department of Orthopedics, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, Ningxia, China
| | - Lijun Cai
- Department of Orthopedics, People's Hospital of Ningxia Hui Autonomous Region, Yinchuan, Ningxia, China
| |
Collapse
|