scholarly journals Logistic regression analysis on risk factors of augmented vertebra recompression after percutaneous vertebral augmentation

2021 ◽  
Author(s):  
Zhongcheng An ◽  
Chen Chen ◽  
Junjie Wang ◽  
Yuchen Zhu ◽  
Liqiang Dong ◽  
...  
Keyword(s):  
Risk Factors ◽  
Logistic Regression ◽  
Bone Cement ◽  
Vertebral Compression Fracture ◽  
Univariate Analysis ◽  
Compression Fracture ◽  
Osteoporotic Vertebral Compression Fracture ◽  
Vertebral Augmentation ◽  
Surgical Methods

Abstract Objective: To explore the high-risk factors of augmented vertebra recompression after percutaneous vertebral augmentation (PVA) in the treatment of osteoporotic vertebral compression fracture (OVCF), and analyze the correlation between these factors and augmented vertebra recompression after PVA.Methods: A retrospective analysis was conducted on 353 patients who received PVA for a single-segment osteoporotic vertebral compression fracture from January 2017 to December 2018 in our department according to inclusion criteria. All cases meeting inclusion and exclusion criteria were divided into two groups: 82 patients in recompression group and 175 patients in non-compression group. The following covariates were reviewed: age, gender, body mass index (BMI), injured vertebral segment, bone mineral density(BMD) during follow-up, intravertebral cleft（IVC）before operation, selection of surgical methods, unilateral or bilateral puncture, volume of bone cement injected, postoperative leakage of bone cement, distribution of bone cement, contact between the bone cement and the upper or lower endplates, and anterior height of injured vertebrae before operation, after surgery and at the last follow-up. Univariate analysis was performed on these factors, and the statistically significant factors were substituted into the logistic regression model to analyze their correlation with the augmented vertebra recompression after PVA. Results: A total of 257 patients from 353 patients were included in this study. The follow-up time was 12-24 months, with an average of (13.5±0.9) months. All the operations were successfully completed, and the pain of patients was relieved obviously after PVA. Univariate analysis showed that in the early stage after PVA, the augmented vertebra recompression was correlated with BMD, surgical methods, volume of bone cement injected, preoperative IVC, contact between bone cement and the upper or lower endplates, and recovery of anterior column height. The difference was statistically significant (P<0.05). Among them, multiple factors logistic regressioin elucidated that more injected cement (P<0.001,OR=0.558) and high BMD (P=0.028, OR=0.583) were negatively correlated with the augmented vertebra recompression after PVA, which meant protective factors (B<0). Preoperative IVC (P<0.001, OR=3.252) and bone cement not in contact with upper or lower endplates (P=0.006, OR=2.504) were risk factors for the augmented vertebra recompression after PVA. The augmented vertebra recompression after PVP was significantly less than that of PKP (P=0.007, OR=0.337).Conclusions: The augmented vertebra recompression after PVA is due to the interaction of various factors, such as surgical methods, volume of bone cement injected, osteoporosis, preoperative IVC, and whether the bone cement is in contact with the upper or lower endplates.

scholarly journals Logistic regression analysis on risk factors of augmented vertebra recompression after percutaneous vertebral augmentation

2021 ◽  
Vol 16 (1) ◽  
Author(s):  
Zhongcheng An ◽  
Chen Chen ◽  
Junjie Wang ◽  
Yuchen Zhu ◽  
Liqiang Dong ◽  
...  
Keyword(s):  
Risk Factors ◽  
Logistic Regression ◽  
Bone Cement ◽  
Vertebral Compression Fracture ◽  
Univariate Analysis ◽  
Compression Fracture ◽  
Osteoporotic Vertebral Compression Fracture ◽  
Vertebral Augmentation ◽  
Surgical Methods

Abstract Objective To explore the high-risk factors of augmented vertebra recompression after percutaneous vertebral augmentation (PVA) in the treatment of osteoporotic vertebral compression fracture (OVCF) and analyze the correlation between these factors and augmented vertebra recompression after PVA. Methods A retrospective analysis was conducted on 353 patients who received PVA for a single-segment osteoporotic vertebral compression fracture from January 2017 to December 2018 in our department according to the inclusion criteria. All cases meeting the inclusion and exclusion criteria were divided into two groups: 82 patients in the recompression group and 175 patients in the non-compression group. The following covariates were reviewed: age, gender, body mass index (BMI), injured vertebral segment, bone mineral density (BMD) during follow-up, intravertebral cleft (IVC) before operation, selection of surgical methods, unilateral or bilateral puncture, volume of bone cement injected, postoperative leakage of bone cement, distribution of bone cement, contact between the bone cement and the upper or lower endplates, and anterior height of injured vertebrae before operation, after surgery, and at the last follow-up. Univariate analysis was performed on these factors, and the statistically significant factors were substituted into the logistic regression model to analyze their correlation with the augmented vertebra recompression after PVA. Results A total of 257 patients from 353 patients were included in this study. The follow-up time was 12–24 months, with an average of 13.5 ± 0.9 months. All the operations were successfully completed, and the pain of patients was relieved obviously after PVA. Univariate analysis showed that in the early stage after PVA, the augmented vertebra recompression was correlated with BMD, surgical methods, volume of bone cement injected, preoperative IVC, contact between bone cement and the upper or lower endplates, and recovery of anterior column height. The difference was statistically significant (P < 0.05). Among them, multiple factors logistic regression elucidated that more injected cement (P < 0.001, OR = 0.558) and high BMD (P = 0.028, OR = 0.583) were negatively correlated with the augmented vertebra recompression after PVA, which meant protective factors (B < 0). Preoperative IVC (P < 0.001, OR = 3.252) and bone cement not in contact with upper or lower endplates (P = 0.006, OR = 2.504) were risk factors for the augmented vertebra recompression after PVA. The augmented vertebra recompression after PVP was significantly less than that of PKP (P = 0.007, OR = 0.337). Conclusions The augmented vertebra recompression after PVA is due to the interaction of various factors, such as surgical methods, volume of bone cement injected, osteoporosis, preoperative IVC, and whether the bone cement is in contact with the upper or lower endplates.

scholarly journals Impact of Different Sarcopenia Stages on the Postoperative New Osteoporotic Vertebral Compression Fracture After Percutaneous Kyphoplasty

2021 ◽  
Author(s):  
Chaowei Lin ◽  
Minyu Zhu ◽  
Kelun Huang ◽  
Sheng Lu ◽  
Honglin Teng
Keyword(s):  
Risk Factors ◽  
Vertebral Compression Fracture ◽  
Univariate Analysis ◽  
Compression Fracture ◽  
Osteoporotic Vertebral Compression Fracture ◽  
Advanced Age ◽  
Percutaneous Kyphoplasty ◽  
European Working ◽  
Independent Risk Factors ◽  
The Impact

Abstract PurposeThe purpose of this study was to evaluate the impact of different sarcopenia stages on osteoporotic vertebral compression refracture (OVCRF) and identify other risk factors of new osteoporotic vertebral compression fracture (OVCF).MethodsWe conducted a large, retrospective study of patients who underwent percutaneous kyphoplasty (PKP) for OVCF. Sarcopenia was staged as “presarcopenia”, “sarcopenia”, and “severe sarcopenia” according to the definition of the European Working Group on Sarcopenia in Older People. Univariate and multivariate analyses evaluating the risk factors for OVCRF were performed. ResultsA total of 329 patients were included, in which 20.4%, 13.1%, and 7.3% of the patients were identified as having “presarcopenia”, “sarcopenia”, and “severe sarcopenia” respectively. Advanced sarcopenia stage was associated with lower BMI, lower serum albumin level and higher NRS 2002 scores. Subsequent fractures developed in 72 (21.8 %) of 329 patients during the one year follow-up. In univariate analysis, female (p = 0.012), advanced age (≥ 75 years; p = 0.004), lower BMD (p =0.000), stage of sarcopenia (p = 0.009) were associated with OVCRFs. Multivariable analysis revealed that female (OR 6.325; 95% CI 2.176-18.368, p = 0.001), age (OR 1.863; 95% CI 1.002-3.464, p =0.049), lower BMD (OR 1.736; 95% CI 1.294-2.328, p = 0.000), sarcopenia (OR 2.536; 95% CI 1.130-5.692, p = 0.024) and severe sarcopenia (OR 4.579; 95% CI 1.615-12.968, p = 0.004) were independent risk factors of OVCRFs. ConclusionsSarcopenia and severe sarcopenia were independent risk factors for OVCRF, as well as low BMD, advanced age and female.

scholarly journals Risk factors of postoperative bone cement leakage on osteoporotic vertebral compression fracture: a retrospective study

2021 ◽  
Vol 16 (1) ◽  
Author(s):  
Kui Zhang ◽  
Jiang She ◽  
Yandong Zhu ◽  
Wenji Wang ◽  
Erliang Li ◽  
...  
Keyword(s):  
Risk Factors ◽  
Bone Cement ◽  
Vertebral Compression Fracture ◽  
Compression Fracture ◽  
Posterior Wall ◽  
Cement Leakage ◽  
Osteoporotic Vertebral Compression Fracture ◽  
Type B ◽  
Logistic Analysis ◽  
Type C

Abstract Purpose To investigate risk factors of bone cement leakage in percutaneous vertebroplasty(PVP)for osteoporotic vertebral compression fracture (OVCF). Methods A total of 236 patients (344 vertebrae) who underwent PVP between November 2016 and June 2020 were enrolled in the study. Clinical and radiological characteristics, including age, gender, course of disease, trauma, type of vertebral fracture, cortical continuity of vertebral body, intervertebral vacuum cleft (IVC), fracture severity, fracture level, basivertebral foramen, bone cement dispersion types, the cement injection volume, the type of cement leakage, puncture approach, and intrusion of the posterior wall, were considered as potential risk factors. Three types of leakage (type-B, type-C, and type-S) were defined and risk factors for each type were analyzed. Logistic analysis was used to study the relationship between each factor and the type of cement leakage. Results The incidences of the three types of leakage were 28.5%, 24.4%, and 34.3%. The multinomial logistic analysis revealed that the factors of type-B leakage were the shape of cement and basivertebral foramen. One significant factor related to type-C leakage was cortical disruption, and the factors of type-S leakage were bone cement dispersion types, basivertebral foramen, cleft, fracture severity, an intrusion of the posterior wall, and gender. Conclusion Different types of cement leakage have their own risk factors, and the analysis of risk factors of these might be helpful in reducing the rate of cement leakage.

scholarly journals Incidence and Risk Factors for Complications and Mortality After Vertebroplasty or Kyphoplasty in the Osteoporotic Vertebral Compression Fracture—Analysis of 1,932 Cases From the American College of Surgeons National Surgical Quality Improvement

2020 ◽  
pp. 219256822097635
Author(s):  
Ho-Joong Kim ◽  
Scott L. Zuckerman ◽  
Meghan Cerpa ◽  
Jin S. Yeom ◽  
Ronald A. Lehman ◽  
...  
Keyword(s):  
Risk Factors ◽  
Logistic Regression ◽  
Quality Improvement ◽  
Vertebral Compression Fracture ◽  
Compression Fracture ◽  
Osteoporotic Vertebral Compression Fracture ◽  
Surgical Quality ◽  
Acs Nsqip ◽  
Major Complications ◽  
American College Of Surgeons

Study Design: Retrospective cohort. Objective: The purpose was to investigate the incidence of and risk factors for complications associated with vertebroplasty (VP) or kyphoplasty (KP) for osteoporotic vertebral compression fracture (OVCF) using the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database. Methods: A cohort of patients undergoing VP/KP was constructed from the 2011-2013 ACS-NSQIP dataset using Current Procedural Terminology (CPT) codes. The incidences of minor complications (i.e. urinary tract infection, pneumonia, renal insufficiency, superficial infection, wound dehiscence), major complications (i.e. reoperation, deep vein thrombosis, pulmonary embolism, sepsis, dialysis, cardiac arrest, deep infection, stroke), and mortality within 30 days post-surgery were investigated, and their risk factors were assessed using logistic regression modeling. Results: Of 1932 patients undergoing VP/KP, 166 (8.6%) experienced a complication, including minor complications in 53 (2.7%), major complications in 95 (4.9%), and death in 40 (2.1%). Multivariate logistic regression analysis indicated that the adjusted odds ratios (95% confidence interval [CI]) of mortality was significantly associated with ASA 4: 16.604 (1.956-140.959) and increased creatinine (≥ 1.3 mg/dL): 3.494 (1.128-10.823). History of chronic obstructive pulmonary disease was associated with minor complications. Increased WBC count and hypoalbuminemia (<3.0 g/dL) were also associated with major complications. Conclusions: The major complication and mortality rates associated with VP/KP were 4.9% and 2.1% respectively, higher than previous reports. Increased creatinine and ASA 4 were independently associated with mortality after VP/KP. Therefore, cautious monitoring and counseling is needed for elderly, patients with preexisting kidney disease or ASA 4 undergoing VP/KP.

scholarly journals Percutaneous Vertebroplasty Versus Kyphoplasty for Thoracolumbar Osteoporotic Vertebral Compression Fractures in Patients with Distant Lumbosacral Pain

2021 ◽  
pp. E349-E356
Author(s):  
Qihang Su
Keyword(s):  
Cobb Angle ◽  
Oswestry Disability Index ◽  
Vertebral Compression Fracture ◽  
Percutaneous Vertebroplasty ◽  
Compression Fracture ◽  
Osteoporotic Vertebral Compression Fracture ◽  
Vertebral Augmentation ◽  
Lumbosacral Region ◽  
Vas Score

Background: In clinical practice, we have found that the pain caused by thoracolumbar osteoporotic vertebral compression fracture (OVCF) is sometimes not limited to the level of the fractured vertebrae but instead occurs in areas far away from the injured vertebrae, such as the lower back, area surrounding the iliac crest, or buttocks, and this type of pain is known as distant lumbosacral pain. The pathogenesis of pain in distant regions caused by thoracolumbar OVCF remains unclear. Objectives: To compare the clinical efficacy and imaging outcomes of percutaneous vertebroplasty (PVP) and percutaneous kyphoplasty (PKP) in the treatment of distant lumbosacral pain accompanied by thoracolumbar OVCF and to explore the possible pathogenesis of distant lumbosacral pain caused by thoracolumbar OVCF. Study Design: Retrospective study. Setting: A university hospital spinal surgery departments. Methods: A total of 62 patients who underwent vertebral augmentation for thoracolumbar OVCF with lumbosacral pain were included and divided into the PVP group (28 cases) and the PKP group (34 cases). The Visual Analog Scale (VAS) was used to evaluate the severity of local and distant lumbosacral pain, and the Chinese modified Oswestry Disability Index (CMODI) was used for functional assessment. The anterior vertebral height (AVH) of the fractured vertebrae and local kyphotic angle were measured on plain radiographs. The average follow-up time was 28.62 ± 8.43 months in the PVP group and 29.22 ± 9.09 months in the PKP group. Results: Within the 2 groups, the VAS score of local pain, VAS score of distant lumbosacral pain, and CMODI score at 3 days postoperatively and at the last follow-up improved significantly compared with the scores before surgery. However, there was no significant difference between the 2 groups. At 3 days postoperatively and at last follow-up, the AVH and Cobb angle in the 2 groups improved significantly compared with those before surgery, but the magnitudes of AVH improvement and Cobb angle correction were significantly larger in the PKP group than in the PVP group. Limitations: First, this study is retrospective and may be prone to selection bias. Second, because of cultural and linguistic differences, the original version of the Oswestry Disability Index could not be properly understood and completed by people in mainland China. Therefore in this study, the CMODI was used, but the correlation coefficients of the CMODI within and between groups were 0.953 and 0.912, respectively. Third, a pain diagram was not used to accurately reflect the location of pain in the distant lumbosacral region. Conclusions: Both PVP and PKP can effectively alleviate pain in the distant lumbosacral region caused by thoracolumbar OVCF, and distant lumbosacral pain associated with thoracolumbar OVCF may be considered vertebrogenic referred pain. Key words: Osteoporotic vertebral compression fracture, distant pain, non-midline pain, kyphoplasty, vertebroplasty, vertebral augmentation, lumbosacral pain, Chinese modified Oswestry Disability Index

scholarly journals Vertebral compression fractures after stereotactic body radiation therapy: a large, multi-institutional, multinational evaluation

2016 ◽  
Vol 24 (6) ◽  
pp. 928-936 ◽  
Author(s):  
Maha Saada Jawad ◽  
Daniel K. Fahim ◽  
Peter C. Gerszten ◽  
John C. Flickinger ◽  
Arjun Sahgal ◽  
...  
Keyword(s):  
Multivariate Analysis ◽  
Vertebral Compression Fracture ◽  
Stereotactic Body Radiation Therapy ◽  
Univariate Analysis ◽  
Compression Fracture ◽  
Target Delineation ◽  
Solitary Metastasis ◽  
Increased Risk ◽  
Prescription Dose

OBJECTIVE The purpose of this study was to identify factors contributing to an increased risk for vertebral compression fracture (VCF) following stereotactic body radiation therapy (SBRT) for spinal tumors. METHODS A total of 594 tumors were treated with spinal SBRT as primary treatment or re-irradiation at 8 different institutions as part of a multi-institutional research consortium. Patients underwent LINAC-based, image-guided SBRT to a median dose of 20 Gy (range 8–40 Gy) in a median of 1 fraction (range 1–5 fractions). Median patient age was 62 years. Seventy-one percent of tumors were osteolytic, and a preexisting vertebral compression fracture (VCF) was present in 24% of cases. Toxicity was assessed following treatment. Univariate and multivariate analyses were performed using a logistic regression method to determine parameters predictive for post-SBRT VCF. RESULTS At a median follow-up of 10.1 months (range 0.03–57 months), 80% of patients had local tumor control. At the time of last imaging follow-up, at a median of 8.8 months after SBRT, 3% had a new VCF, and 2.7% had a progressive VCF. For development of any (new or progressive) VCF following SBRT, the following factors were predictive for VCF on univariate analysis: short interval from primary diagnosis to SBRT (less than 36.8 days), solitary metastasis, no additional bone metastases, no prior chemotherapy, preexisting VCF, no MRI used for target delineation, tumor volume of 37.3 cm3 or larger, equivalent 2-Gy-dose (EQD2) tumor of 41.8 Gy or more, and EQD2 spinal cord Dmax of 46.1 Gy or more. Preexisting VCF, solitary metastasis, and prescription dose of 38.4 Gy or more were predictive on multivariate analysis. The following factors were predictive of a new VCF on univariate analysis: solitary metastasis, no additional bone metastases, and no MRI used for target delineation. Presence of a solitary metastasis and lack of MRI for target delineation remained significant on multivariate analysis. CONCLUSIONS A VCF following SBRT is more likely to occur following treatment for a solitary spinal metastasis, reflecting a more aggressive treatment approach in patients with adequately controlled systemic disease. Higher prescription dose and a preexisting VCF also put patients at increased risk for post-SBRT VCF. In these patients, pre-SBRT cement augmentation could be considered to decrease the risk of subsequent VCF.

scholarly journals Risk Factors Analysis of Pulmonary Cement Embolism during Percutaneous Vertebroplasty or Kyphoplasty for Osteoporotic Vertebral Compression Fracture.

2021 ◽  
Author(s):  
Dexin Zou ◽  
Shengjie Dong ◽  
Wei Du ◽  
Bing Sun ◽  
Xifa Wu
Keyword(s):  
Risk Factors ◽  
Vertebral Compression Fracture ◽  
Demographic Data ◽  
Multiple Logistic Regression Analysis ◽  
Compression Fracture ◽  
Osteoporotic Vertebral Compression Fracture ◽  
Increased Risk ◽  
Significant Difference ◽  
Cement Embolism ◽  
Pulmonary Ct

Abstract Objective: The purpose of this research is to evaluate the risk factors and incidence of PCE during PKP or PVP for osteoporotic vertebral compression fracture (OVCF) based on postoperative computed tomography (CT).Methods: A total of 2344 patients who underwent PVP or PKP due to OVCF in our spine centre were analyzed retrospectively. According to the detection of postoperative pulmonary CT, the patients were divided into two groups: pulmonary cement embolism group (PCE group) and non pulmonary cement embolism group (NPCE group). Demographic data in both groups were compared using the χ2 test for qualitative data and the unpaired t test for quantitative data. Multiple logistic regression analysis was carried out to identify risk factors that were significantly related to the PCE resulting from cement leakage.Results: PCE was found in 34 patients (1.9% 34/1782) with pulmonary CT examination after operation. There was no statistically significant difference in the parameters such as age, gender, body mass index (BMI) and cement volume in the two groups. Patients with three or more involved vertebrae had a significantly increased risk to suffer from PCE than those with one involved vertebra (p=0.046 OR 2.412 [95% CI 1.017-5.722]). Patients who suffered thoracic fracture had a significantly increased risk to suffer from PCE than those suffered thoracolumbar fracture (p=0.001 OR 0.241 [95% CI 0.105-0.550]). And significantly increased PCE risk also was observed in thoracic fracture compared with Lumbar fracture patients (p=0.028 OR 0.094 [95% CI 0.114-0.779]). The risk of PCE within two weeks after fracture was significantly higher than that after two weeks of fracture (p=0.000 OR 0.178 [95% CI 0.074-0.429]). Patients who underwent PVP surgery had a significantly increased PCE risk than those underwent PKP surgery (p=0.001 OR 0.187 [95% CI 0.069-0.509])Conclusion: The real incidence of PCE is underestimated due to the lack of routine postoperative pulmonary imaging examination. The number of Involved vertebrae, fracture location, operation timing and operation methods are independent risk factors for PCE.

scholarly journals Development and validation of a nomogram for predicting the probability of new vertebral compression fractures after vertebral augmentation of osteoporotic vertebral compression fractures

2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Qiujiang Li ◽  
Xingxia Long ◽  
Yinbin Wang ◽  
Xiaomin Fang ◽  
Donggeng Guo ◽  
...  
Keyword(s):  
Logistic Regression ◽  
Bone Cement ◽  
Validation Cohort ◽  
Vertebral Compression Fractures ◽  
Control Group ◽  
Vertebral Augmentation ◽  
Training Cohort ◽  
Compression Fractures ◽  
And Control

Abstract Introduction New vertebral compression fractures (NVCFs) are adverse events after vertebral augmentation of osteoporotic vertebral compression fractures (OVCFs). Predicting the risk of vertebral compression fractures (VCFs) accurately after surgery is still a significant challenge for spinal surgeons. The aim of our study was to identify risk factors of NCVFs after vertebral augmentation of OVCFs and develop a nomogram. Methods We retrospectively reviewed the medical records of patients with OVCFs who underwent percutaneous vertebroplasty (PVP) or percutaneous kyphoplasty (PKP). Patients were divided into the NVCFs group and control group, base on the patients with or without NVCFs within 2 years follow-up period after surgery. A training cohort of 403 patients diagnosed in our hospital from June 2014 to December 2016 was used for model development. The independent predictive factors of postoperative VCFs were determined by least absolute shrinkage and selection operator (LASSO) logistic regression, univariate analysis and multivariate logistic regression analysis. We provided a nomogram for predicting the risk of NVCFs based on independent predictive factors and used the receiver operating characteristic curve (ROC), calibration curve, and decision curve analyses (DCA) to evaluated the prognostic performance. After internal validation, the nomogram was further evaluated in a validation cohort of 159 patients included between January 2017 and June 2018. Results Of the 403 patients in the training cohort, 49(12.16%) were NVCFs at an average of 16.7 (1 to 23) months within the 2 years follow-up period. Of the 159 patients in the validation cohort, 17(10.69%) were NVCFs at an average of 8.7 (1 to 15) months within the 2 years follow-up period. In the training cohort, the proportions of elderly patients older than 80 years were 32.65 and 13.56% in the NVCFs and control group, respectively (p = 0.003). The percentages of patients with previous fracture history were 26.53 and 12.71% in the NVCFs and control group, respectively (p = 0.010). The volume of bone cement were 4.43 ± 0.88 mL and 4.02 ± 1.13 mL in the NVCFs and Control group, respectively (p = 0.014). The differences have statistical significance in the bone cement leakage, bone cement dispersion, contact with endplate, anti-osteoporotic treatment, post-op Cobb angle and Cobb angle restoration characteristics between the two groups. The model was established by multivariate logistic regression analysis to obtain independent predictors. In the training and validation cohort, the AUC of the nomogram were 0.882 (95% confidence interval (CI), 0.824-0.940) and 0.869 (95% CI: 0.811-0.927), respectively. The C index of the nomogram was 0.886 in the training cohort and 0.893 in the validation cohort, demonstrating good discrimination. In the training and validation cohort, the optimal calibration curves demonstrated the coincidence between prediction and actual status, and the decision curve analysis demonstrated that the full model had the highest clinical net benefit across the entire range of threshold probabilities. Conclusion A nomogram for predicting NVCFs after vertebral augmentation was established and validated. For patients evaluated by this model with predictive high risk of developing postoperative VCFs, postoperative management strategies such as enhance osteoporosis-related health education and management should be considered.

Sign in / Sign up

Export Citation Format

Share Document