Efficacy of two opportunistic methods for screening osteoporosis in lumbar spine surgery patients.

PURPOSE: Hounsfield unit (HU) measurements and vertebral bone quality (VBQ) scores are opportunistic screening methods for evaluating bone quality. Since studies comparing the efficacies of the two methods are rare, this retrospective study aimed to examine the efficacy of VBQ scores compared with that of HU measurements for diagnosing osteoporosis in lumbar spine surgery patients. METHODS: We selected patients who had undergone spinal surgery between January 2020 and May 2022 from our database. The VBQ scores based on magnetic resonance imaging (MRI) and HU measurements based on computed tomography (CT) were calculated. Correlation analysis of the dual-energy X-ray absorptiometry (DEXA) T score and study parameters was performed. The Delong test and decision curve analysis (DCA) were used to compare the efficacies of the two methods. RESULTS: We included 118 consecutive patients who underwent selective spinal surgery. The VBQ score and HU measurement were significantly correlated with the DEXA T score. Based on the Delong test, HU measurement predicted osteoporosis more effectively than the VBQ score did. The DCA revealed that the VBQ score performed better than the HU measurement did. CONCLUSIONS: The calculation of VBQ scores is a novel opportunistic screening method for diagnosing osteoporosis; however, CT-based HU measurements outperform MRI-based VBQ scores. HU measurements can be used as a screening method when pre-operative CT scans are available.

Tubular minimally invasive resection of McCormick type II paraspinal schwannoma: preliminary experience.

PURPOSE: Complete removal of paraspinal schwannomas is generally required for full patient recovery. However, traditional open approaches to surgery are often extensive and may lead to more postoperative complications. Herein, we present our preliminary experience with tubular minimally invasive resection of McCormick type II paraspinal schwannomas and describe the technique by specifically reviewing two patient cases. MATERIALS AND METHODS: Type of study: Retrospective: Level of evidence: Level III: A total of 15 patients (six men; nine women; median age, 45 years) who underwent minimally invasive resection of McCormick type II paraspinal schwannomas were retrospectively analysed. Preoperative characteristics, including age, location of tumour, Visual Analog Scale score, Modified McCormick Scale score, and intraoperative findings and complications were analysed. Furthermore, postoperative outcomes using imaging, such as magnetic resonance imaging (MRI) and thin-slice computed tomography, and postoperative neural status using the Modified McCormick and Visual Analog Scales were also assessed. RESULTS: The mean operation time was 134.72 ± 34.21 min. The estimated mean blood loss and mean hospital stay were 25.33 ± 17.27 ml and 7.67 ± 1.88 days, respectively. Regarding complications, one of the patients had a local wound infection, which improved after antibiotic treatment. The total resection in all cases was verified using postoperative MRI. CONCLUSION: The tubular minimally invasive approach is a feasible technique for the total resection of McCormick type II paraspinal schwannomas. Using this technique, surgeons can resect paraspinal schwannomas while maintaining spinal stability.

Radiomics analysis based on lumbar spine CT to detect osteoporosis.

OBJECTIVES: Undiagnosed osteoporosis may lead to severe complications after spinal surgery. This study aimed to construct and validate a radiomic signature based on CT scans to screen for lumbar spine osteoporosis. METHODS: Using a stratified random sample method, 386 vertebral bodies were randomly divided into a training set (n = 270) and a test set (n = 116). A total of 1040 radiomics features were automatically retracted from lumbar spine CT scans using the 3D slicer pyradiomics module, and a radiomic signature was created. The sensitivity, specificity, accuracy, and area under the receiver operating characteristic curve (AUC) of the Hounsfield and radiomics signature models were calculated. The AUCs of the two models were compared using the DeLong test. Their clinical usefulness was assessed using a decision curve analysis. RESULTS: Twelve features were chosen to establish the radiomic signature. The AUCs of the radiomics signature and Hounsfield models were 0.96 and 0.88 in the training set and 0.92 and 0.84 in the test set, respectively. According to the DeLong test, the AUCs of the two models were significantly different (p < 0.05). The radiomics signature model indicated a higher overall net benefit than the Hounsfield model, as determined by decision curve analysis. CONCLUSIONS: The CT-based radiomic signature can differentiate patients with/without osteoporosis prior to lumbar spinal surgery. Without additional medical cost and radiation exposure, the radiomics method may provide valuable information facilitating surgical decision-making. KEY POINTS: • The goal of the study was to evaluate the efficacy of a radiomics signature model based on routine preoperative lumbar spine CT scans in screening osteoporosis. • The radiomics signature model demonstrated excellent prediction performance in both the training and test sets. • This radiomics method may provide valuable information and facilitate surgical decision-making without additional medical costs and radiation exposure.

Efficacy of non-enhanced computer tomography-based radiomics for predicting hematoma expansion: A meta-analysis.

Background: This meta-analysis aimed to assess the efficacy of radiomics using non-enhanced computed tomography (NCCT) for predicting hematoma expansion in patients with spontaneous intracerebral hemorrhage. Methods: Throughout the inception of the project to April 11, 2022, a comprehensive search was conducted on PubMed, Embase, and Cochrane Central Register of Controlled Trials. The methodological quality of studies in this analysis was assessed by the radiomics quality scoring system (RQS). A meta-analysis of radiomic studies based on NCCT for predicting hematoma expansion in patients with intracerebral hemorrhage was performed. The efficacy of the radiomics approach and non-contrast CT markers was compared using network meta-analysis (NMA). Results: Ten articles comprising a total of 1525 patients were quantitatively analyzed for hematoma expansion after cerebral hemorrhage using radiomics. Based on the included studies, the mean RQS was 14.4. The AUC value (95% confidence interval) of the radiomics model was 0.80 (0.76-0.83). Five articles comprising 846 patients were included in the NMA. The results synthesized according to Bayesian NMA revealed that the predictive ability of the radiomics model outperformed most of the NCCT biomarkers. Conclusions: The NCCT-based radiomics approach has the potential to predict hematoma expansion. Compared to NCCT biomarkers, we recommend a radiomics approach. Standardization of the radiomics approach is required for further clinical implementation. Systematic review registration: https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=324034, identifier [CRD42022324034].

Identification and validation of potential novel prognostic biomarkers for patients with glioma based on a gene co-expression network.

BACKGROUND: Glioma is widely regarded as one of most lethal and challenging diseases of the nervous system. The aim of this study was to identify novel biomarkers that offer better prognosis prediction for Chinese patients with glioma. METHODS: By using systematic approaches, the co-expression modules were identified from the Chinese Glioma Genome Atlas (CGGA) database through weighted gene co-expression network analysis and functional enrichment of essential modules of Kyoto Encyclopedia of Genes and Genomes terms. The co-expression modules were validated using The Cancer Genome Atlas database and the protein-protein interaction (PPI) network. RESULTS: For network construction, 5,374 among 21,494 genes were selected, and an increasing genetic variance was associated with the prognosis of glioma. By using functional enrichment analysis, the involvement of multiple vital processes, including metabolism of fatty acids, was correlated with the patient prognosis. Notably, five hub genes (KCNB1, UST, SOX8, KLHL42, and HDAC4) were identified for these processes. Accordingly, using the Kaplan-Meier method, there was enhanced expression of these genes in patients with significantly lower overall survival rates, especially those from the CGGA database. CONCLUSIONS: This study not only revealed the essential co-expression gene modules in patients with glioma, but it also unraveled the potential signaling pathways underlying these functional processes.

Extensive duraplasty with autologous graft in decompressive craniectomy and subsequent early cranioplasty for severe head trauma.

OBJECTIVE: To compare the effect of extensive duraplasty and subsequent early cranioplasty on the recovery of neurological function in management of patients with severe traumatic brain injuries received decompressive craniectomy. METHODS: The computer-aided designation of titanium armor plate was used as a substitute for the repair of skull defect in all the patients. The patients were divided into three groups. Twenty-three patients were in early cranioplasty group who received extensive duraplasty in craniectomy and subsequent cranioplasty within 3 months after previous operation (Group I). Twenty-one patients whose cranioplasty was performed more than 3 months after the first operation were in the group without duraplasty (Group II); while the other 26 patients in the group with duraplasty in previous craniotomy (Group III). Both the Barthel index of activity of daily living (ADL) 3 months after craniotomy for brain injuries and 1 month after cranioplasty and Karnofsky Performance Score (KPS) at least 6 months after cranioplasty were assessed respectively. RESULTS: The occurrence of adverse events commonly seen in cranioplasty, such as incision healing disturbance, fluid collection below skin flap, infection and onset of postoperative epilepsy was not significantly higher than other 2 groups. The ADL scores at 3 months after craniotomy in Groups I-III were 58.9 ± 26.7, 40.8 ± 20.2 and 49.2 ± 18.6. The ADL scores at 1 month after cranioplasty were 70.2 ± 25.2, 50.8 ± 24.8 and 61.2 ± 21.5. The forward KPS scores were 75.4 ± 19.0, 66.5 ± 24.7 and 57.6 ± 24.7 respectively. The ADL and KPS socres were significantly higher in group I than other 2 groups. CONCLUSION: The early cranioplasty in those with extensive duraplasty in previous craniotomy is feasible and helpful to improving ADL and long-term quality of life in patients with severe traumatic brain injuries.

[Changes of RyR2 mRNA expression in rats suffering from acute myocardial ischemia].

OBJECTIVE: To investigate the changes of ryanodine receptor 2 (RyR2) mRNA expression in rats suffering from acute myocardial ischemia. METHODS: SD rats were divided randomly into normal control group, myocardial ischemia group and sudden death group. The models of myocardial ischemia and sudden cardiac death were induced by intraperitoneal injection of hypophysine. The changes of RyR2 mRNA expression in cardiac sarcoplasmic reticulum (SR) of rats suffering from myocardial ischemia were detected by fluorescent RT-PCR technique. RESULTS: The levels of RyR2 mRNA in the myocardial ischemia group and sudden death group were significant lower than those in the control group (P<0.05). CONCLUSION: Myocardial ischemia may induce down-regulation of cardiac SR RyR2 mRNA expression.