The incidence and risk factors for extensive epidural cement leakage in cement-augmented pedicle screw fixation: a multicenter retrospective study.

INTRODUCTION: In cement-augmented pedicle screw fixation (CAPSF), epidural cement leakage (CL) is a frequently reported complication with the potential for neural injury, especially when it is extensive. To date, there has been no reports discussing basivertebral foramen morphology and pedicle screw placement, which is critical in the analysis of the risk of extensive epidural CL. Thus, this study aimed to identify the incidence and risk factors for extensive epidural CL in osteoporotic patients with CAPSF. MATERIALS AND METHODS: 371 osteoporotic patients using 1898 cement-augmented screws were included. Preoperative computed tomography (CT) was utilized to characterize basivertebral foramen morphology. Following CAPSF, the severity of epidural CL, the implantation position of pedicle screw and cement extension within the vertebral body were determined by postoperative CT. In this study, significant risk factors for extensive epidural CL were identified through logistic regression analysis. RESULTS: There were 19 patients (5.1%) and 32 screws (1.7%) with extensive epidural CL. Nine patients (involving 19 screws) had neurological symptoms. The independent risk factors for patients with extensive epidural CL were decreased BMD and increased number of augmented screws. Significant predictors for extensive epidural CL were a magistral type of basivertebral foramen, more volume of cement injected, solid screw, a shallower screw implantation, and the smaller distance between the tip of the screw and the midline of vertebral body. CONCLUSION: Extensive epidural CL risk was significant in CAPSF when a magistral basivertebral foramen was present; solid screws and more volume of cement were used; and screw tip was implanted shallower or closer to the midline.

Artificial Intelligence-Driven Morphology-Based Enrichment of Malignant Cells from Body Fluid.

Cell morphology is a fundamental feature used to evaluate patient specimens in pathologic analysis. However, traditional cytopathology analysis of patient effusion samples is limited by low tumor cell abundance coupled with the high background of nonmalignant cells, restricting the ability of downstream molecular and functional analyses to identify actionable therapeutic targets. We applied the Deepcell platform that combines microfluidic sorting, brightfield imaging, and real-time deep learning interpretations based on multidimensional morphology to enrich carcinoma cells from malignant effusions without cell staining or labels. Carcinoma cell enrichment was validated with whole genome sequencing and targeted mutation analysis, which showed a higher sensitivity for detection of tumor fractions and critical somatic variant mutations that were initially at low levels or undetectable in presort patient samples. Our study demonstrates the feasibility and added value of supplementing traditional morphology-based cytology with deep learning, multidimensional morphology analysis, and microfluidic sorting.

Prediction of subsequent vertebral compression fractures after thoracolumbar kyphoplasty: a multicenter retrospective analysis.

OBJECTIVE: Second fractures at the cemented vertebrae (SFCV) are often seen after percutaneous kyphoplasty, especially at the thoracolumbar junction. Our study aimed to develop and validate a preoperative clinical prediction model for predicting SFCV. METHODS: A cohort of 224 patients with single-level thoracolumbar osteoporotic vertebral fractures (T11-L2) from 3 medical centers was analyzed between January 2017 and June 2020 to derive a preoperative clinical prediction model for SFCV. Backward-stepwise selection was used to select preoperative predictors. We assigned a score to each selected variable and developed the SFCV scoring system. Internal validation and calibration were conducted for the SFCV score. RESULTS: Among the 224 patients included, 58 had postoperative SFCV (25.9%). The following preoperative measures on multivariable analysis were summarized in the 5-point SFCV score: bone mineral density (≤-3.05), serum 25-hydroxy vitamin D3 (≤17.55 ng/mL), standardized signal intensity of fractured vertebra on T1-weighted images (≤59.52%), C7-S1 sagittal vertical axis (≥3.25 cm), and intravertebral cleft. Internal validation showed a corrected area under the curve of 0.794. A cutoff of ≤1 point was chosen to classify a low risk of SFCV, for which only 6 of 100 patients (6%) had SFCV. A cutoff of ≥4 points was chosen to classify a high risk of SFCV, for which 28 of 41 (68.3%) had SFCV. CONCLUSION: The SFCV score was found to be a simple preoperative method for identification of patients at low and high risk of postoperative SFCV. This model could be applied to individual patients and aid in the decision-making before percutaneous kyphoplasty.

Lower ratio of adjacent to injured vertebral bone quality scores can predict augmented vertebrae recompression following percutaneous kyphoplasty for osteoporotic vertebral fractures with intravertebral clefts.

BACKGROUND: Despite the favorable clinical outcome of percutaneous kyphoplasty (PKP) in symptomatic osteoporotic vertebral fractures (OVFs) patients with intravertebral clefts (IVCs), previous studies have demonstrated a high incidence of augmented vertebrae recompression (AVR). We aim to evaluate the usefulness of the adjacent and injured vertebral bone quality scores (VBQS) based on T1-weighted MRI images in AVR after PKP for OVFs with IVCs. METHODS: Patients who underwent PKP for single OVFs with IVCs between January 2014 and September 2020 were reviewed and met the inclusion criteria. The follow-up period was at least 2 years. Relevant data affecting AVR were collected. Pearson and Spearman correlation coefficients were used to calculate the correlation between the injured and adjacent VBQS and BMD T-score. We determined independent risk factors and critical values using binary logistic regression analysis and receiver operating characteristic curves (ROC). RESULTS: A total of 165 patients were included. Recompression group was found in 42 (25.5%) patients. The independent risk factors for AVR were lumbar BMD T-score (OR = 2.53, p = 0.003), the adjacent VBQS (OR = 0.79, p = 0.016), the injured VBQS (OR = 1.27, p = 0.048), the ratio of adjacent to injured VBQS (OR = 0.32, p < 0.001), and cement distribution pattern. Among these independent significant risk factors, the prediction accuracy of the ratio of adjacent to injured VBQS was the highest (Cutoff = 1.41, AUC = 0.753). Additionally, adjacent and injured VBQS were negatively correlated with lumbar BMD T-scores. CONCLUSION: For the patients after PKP treatment for OVFs with IVCs, the ratio of adjacent to injured VBQS had the best prediction accuracy in predicting recompression and when the ratio of adjacent to injured VBQS was <1.41, the augmented vertebrae were more likely to have recompression in the future.

Adjuvant radiotherapy in central hepatocellular carcinoma after narrow-margin hepatectomy: A 10-year real-world evidence.

OBJECTIVE: A prospective randomized control study investigated the feasibility and efficacy of adjuvant radiotherapy on patients with central hepatocellular carcinoma (HCC) after narrow-margin hepatectomy (<1 cm). This study presents an updated 10-year real-world evidence to further characterize the role of adjuvant radiotherapy. METHODS: Patients with central HCC after narrow-margin hepatectomy (<1 cm) were prospectively assigned to adjuvant radiotherapy group and control group. Patients' outcome, adverse events, long-term recurrence and survival rates were investigated. RESULTS: The 1-, 5-, and 10-year recurrence-free survival (RFS) rates were 81.0%, 43.9%, and 38.7%, respectively in adjuvant radiotherapy group and 71.7%, 35.8%, and 24.2%, respectively in control group (log-rank test, P=0.09). The 1-, 5-, and 10-year overall survival (OS) rates were 96.6%, 54.7%, and 42.8%, respectively in adjuvant radiotherapy group and 90.2%, 55.1%, and 30.0%, respectively in control group (log-rank test, P=0.20). The 1-, 5-, and 10-year RFS rates for patients with small HCC (≤5 cm) were 91.1%, 51.6%, and 48.4%, respectively in adjuvant radiotherapy group and 80.0%, 36.6%, and 26.6%, respectively in control group (log-rank test, P=0.03). Landmark analysis demonstrated that patients with small HCC in adjuvant radiotherapy group had a significantly improved OS in second five years after treatment in comparison to patients in control group (log-rank test, P=0.05). CONCLUSIONS: Our updated results showed a sustained clinical benefit on reducing recurrence, improving long-term survival for small central HCC by adjuvant radiotherapy after narrow-margin hepatectomy. Long-term survival data also indicated that hepatectomy is an optimal treatment for selected patients with central HCC.

[Analysis of prognostic factors in patients with hepatocellular carcinoma (≤5 cm) underwent hepatectomy].

OBJECTIVE: To explore the clinical and pathological factors influencing the prognosis of patients with hepatocellular carcinoma (HCC)(≤5 cm) after hepatectomy. METHODS: Two hundreds and nineteen cases with HCC(≤5 cm) undergoing hepatectomy in Cancer Hospital, Chinese Academy of Medical Sciences between December 2003 and July 2013 were collected. The alpha fetoprotein (AFP) level, tumor number, tumor size (diameter), liver cirrhosis, vascular invasion, capsular invasion, differentiation, surgical methods, resection margin, the way of treatments, the situation of recurrence and time to recurrence were analyzed. Log-rank test and the stepwise Cox proportional-hazards models were used to compare the prognosis, respectively. RESULTS: The 1-, 3-, 5- and 10- year overall survival rates were 95.9%, 85.3%, 67.8% and 53.3% respectively in all patients.Single factor analysis indicated that vascular invasion, capsular invasion, tumor size, hepatic vascular occult, liver cirrhosis, tumor differentiation, AFP, the way of treatments, the situation of recurrence and time to recurrence can affect the prognosis significantly (all P<0.05). The multifactor analysis showed that AFP, tumor differentiation, liver cirrhosis, capsular invasion, tumor size and the situation of recurrence and time to recurrence were independent prognostic factors (all P<0.05). CONCLUSION: The prognosis of patients with HCC(≤5 cm) underwent hepatectomy are affected by multi-factors, such as AFP, tumor differentiation, liver cirrhosis, capsular invasion, tumor size and the situation of recurrence and time to recurrence.

[Effect of resection margin and tumor number on survival of patients with small liver cancer].

OBJECTIVE: To explore the significance of resection margin and tumor number on survival of patients with small liver cancer after hepatectomy. METHODS: We collected 219 cases with small liver cancer undergoing hepatectomy in Cancer Hospital, Chinese Academy of Medical Sciences between December 2003 to July 2013. The survival rates were compared by log-rank test between two resection margin groups (≥ 1 cm vs. <1 cm), different tumor number groups (single tumor vs. multiple tumors). We also performed a multifactor analysis by Cox model. RESULTS: The 1-, 3-, 5- and 10- year overall survival rates were 95.9%, 85.3%, 67.8% and 53.3%, respectively, in all patients. The median survival time was 28 months in the group of <1 cm resection margin and 36 months in the group of ≥ 1 cm resection margin (P=0.249). The median survival time was 36 months in the group of single tumor and 26 months in the group of multiple tumors (P=0.448). The multifactor analysis also did not show significant effect of resection margin and tumor number on the patients' survival. CONCLUSIONS: For small liver cancer, the resection margin of 1 cm might be advised. Increasing resection margin in further could probably not improve therapeutic effect. Standardized operation and combined treatment will decrease the negative influence of multiple tumors on overall survival.

[Initial comparison of regional ischemic preconditioning and hemi-hepatic vascular inflow occlusion in resection of hepatocellular carcinoma].

OBJECTIVE: To evaluate preliminarily the clinical efficacy of two types of hepatic inflow occlusion in hepatectomy for hepatocellular carcinoma (HCC). METHODS: A total of 54 patients with HCC who underwent hepatectomy were divided into two groups: RIP group (regional ischemic preconditioning with continuous clamping, n=15) and HHV group (hemi-hepatic vascular inflow occlusion, n=39). HHV was performed by placing a clamp on the right hepatic artery and right portal vein, and was maintained until the liver resection was completed. In the RIP group, HHV was preceded by a 5-min period of ischemia followed by 5 min of reperfusion. The clinical indicators of the two groups were compared. RESULTS: The volume of intraoperative blood loss had significant difference between the two groups (P=0.039). One case (6.7%) in the RIP group and 17 cases (43.6%) in the HHV group received postoperative blood transfusion, showing a significant difference (P=0.010). No postoperative 30-day mortality happened in all patients. No significant differences were found between the two groups in hospital stay or postoperative morbidity, including hepatic insufficiency, infection, ascites, pleural effusion, cardiopulmonary complications and intestinal ventilation time (P>0.05 for all).The RIP group had a significantly higher PTA level at postoperative days 3 and 5 (P<0.001). Although no significant differences were found between the two groups regarding total bilirubin, albumin, prealbumin and aminotransferase (P>0.05) during any postoperative stage, the ALT recovered to normal level in 5 patients (33.3%) of the RIP group and only in one case (2.7%) of the HHV group, with a significant difference between the two groups (P=0.006). CONCLUSION: The results of this study indicate that regional ischemic preconditioning may have better hemostatic effect on hepatectomy, can reduce postoperative blood transfusion and promote early recovery of liver function than hemi-hepatic vascular inflow occlusion.

[Effect of preoperative transcatheter arterial chemoembolization on the perioperative outcome of patients with hepatocellular carcinoma].

OBJECTIVE: To explore the surgical risk, perioperative outcome and the response of patients with hepatocellular carcinoma (HCC) after preoperative transcatheter arterial chemoembolization (TACE). METHODS: A retrospective case-matched study was conducted to compare the characteristics and corresponding measures of patients in the preoperative TACE group and the control group without TACE. A total of 105 patients (82 patients with selective and dynamic region-specific vascular occlusion to perform hepatectomy for patients with complex hepatocellular carcinoma) was included in this study, in which 35 patients underwent TACE therapy, and a 1:2 matched control group of 70 subjects. RESULTS: The patients of preoperative TACE therapy group had a higher level of γ-glutamyl transpeptidase before operation (119.52±98.83) U/L vs. (67.39±61.25) U/L (P=0.040). The operation time was longer in the TACE group than that in the control group but with a non-significant difference (232.60±95.43) min vs. (218.70±75.13) min (P=0.052). The postoperative recovery of liver function and severe complications in the preoperative TACE group were similar to that in the control group (P>0.05). There were no massive hemorrhage, biliary fistula and 30-d death neither in the treatment group and matched control group. CONCLUSIONS: Preoperative TACE therapy has certain negative effect on liver function. It is preferable to use selective and dynamic region-specific vascular occlusion technique during hepatectomy and combine with reasonable perioperative treatment for this group of patients, that can ensure safety of patients and promote their rapid recovery.

Hepatocellular adenoma with malignant transformation in male patients with non-cirrhotic livers.

INTRODUCTION: Hepatocellular adenomas (HCAs), with a risk of malignant transformation into hepatocellular carcinoma (HCC), classically develop in young women who are taking oral contraceptives. It is now clear that HCAs may also occur in men. However, it is rarely reported that HCAs with malignant transformation occur in male patients with non-cirrhotic livers. This study aimed to characterize the malignancy of HCAs occurring in male patients. METHODS: All patients with HCAs with malignant transformation who underwent hepatectomy at the Cancer Institute and Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College between January 1, 1999 and December 31, 2011 were enrolled in the study. The clinical characteristics as well as radiologic and pathologic data were reviewed. RESULTS: HCAs with malignant transformation were observed in 5 male patients with non-cirrhotic livers, but not in female patients. The alpha-fetoprotein (AFP) levels were higher in patients with HCAs with malignant transformation than in patients with HCAs without malignant transformation. The diameters of the tumors with malignant transformation were larger than 5 cm in 3 cases and smaller than 5 cm in 2 cases. The 5 patients were all alive without recurrence by the end of the study period. The disease-free survival times of the 5 patients were 26, 48, 69, 69, and 92 months. CONCLUSION: Our results indicate that resection would be advised even if the presumptive diagnosis is adenoma smaller than 5 cm in diameter, especially in male patients.

R1 hepatectomy with exposure of tumor surface for centrally located hepatocellular carcinoma.

BACKGROUND: Hepatectomy with exposure of tumor surface (a special type of R1 resection) provides a chance of cure for selected patients with centrally located hepatocellular carcinoma (HCC) that is adherent to or compresses major vessels. However, the operative indications, safety, and patient outcomes are not well defined. METHODS: We performed hepatectomy for removal of complex centrally located HCC using a selective and dynamic region-specific vascular occlusion technique. Between May 2006 and March 2012, a total of 118 patients underwent resection with exposure of tumor surface (exposure group) and 169 underwent conventional hepatectomy (without exposure of the tumor and vascular surface). The short- and long-term outcomes of patients were evaluated and compared. RESULTS: The postoperative recovery of liver function was comparable between the two groups. Bile leakage occurred in five patients, all in the exposure group. The 1-, 3-, and 5-year recurrence-free survival rates were 74.4, 45.6, and 30.1 % in the exposure group and 80.9, 57.2, and 31.7 % in the control group (p = 0.041). Corresponding overall survival rates were 92.3, 70.3, and 44.9 % in the exposure group and 97.8, 81.4, and 53.1 % in the control group (p = 0.094). CONCLUSIONS: Hepatectomy with exposure of tumor surface is technically demanding, but can be performed safely. It is also associated with a risk of tumor recurrence. Multidisciplinary combined therapy would be the solution and can contribute to improve overall survival.

[Analysis of risk factors of recurrence of hepatocellular carcinoma after control of surgical-risk-factors].

OBJECTIVE: R0 resection, Pringle maneuver, intraoperative massive blood loss and perioperative blood transfusion have been definitely recognized to be surgery-related risk factors of recurrence of hepatocellular carcinoma (HCC) in recent years. The aim of this study was to investigate the post-operative risk factors of recurrence of HCC after control of the above mentioned risk factors. METHODS: 288 consecutive HCC patients underwent hepatectomy with selective regional vascular occlusion by the same surgical team. All patients had R0 resection, less than 800 ml blood loss and had no perioperative blood transfusion. The clinical and pathological factors were retrospectively analyzed. RESULTS: The total 1-year, 3-year and 5-year disease-free survival rate (DFS) was 74.9%, 49.3% and 34.3%, respectively. Univariate analysis showed that serum gamma-glutamyl-transferase rise >55 U/L, AFP > 400 ng/ml, tumor diameter >5 cm, multi-focal lesions, satellite nodules, poor differentiation, microvascular invasion, envelope invasion, postoperative liver insufficiency, preoperative TACE and postoperative TACE were significantly associated with poor DFS. Multivariate Cox analyses revealed that tumor size, satellite nodules, poor differentiation, microvascular invasion and postoperative liver insufficiency were independent prognostic predictors associated with shorter DFS. According to the results of multivariate Cox analysis of 158 cases with at least one risk factor selected from the whole group, further analysis demonstrated that perioperative TACE was not significantly associated with the median DFS (P > 0.05 for all). CONCLUSIONS: Selective regional vascular occlusion may effectively control the surgiury-related risk factors of recurrence of HCC. Tumor features are the main affecting factors of DFS. Preoperative or postoperative TACE do not benefit patients who received curative resection.

[Comparison of the prognosis between male and female patients with hepatocellular carcinoma after hepatectomy].

OBJECTIVE: Hepatocellular carcinoma (HCC) is sexually dimorphic, with a significantly higher incidence in male. But it is not clear whether the women have a better prognosis than the men. The present study aimed to compare the short and long-term outcomes, postoperative recurrence and survival in female and male patients with HCC after hepatectomy. METHODS: Clinicopathological data of retrospective analysis was performed on 40 female and matched 40 male HCC patients treated by hepatectomy in Cancer Hospital of Chinese Academy of Medical Sciences between May 2006 and May 2012 were retrospectively reviewed in this study. Patients were paired in terms of age, chronic hepatitis, Child-Pugh class, tumor size, histological differentiation, presence of satellite nodules and resection margin. RESULTS: Hepatectomy was successfully performed in all 80 cases. There was no significant difference in intraoperative variables and postoperative outcomes between the female and male groups except the level of total bilirubin. The 1-, 3- and 5-year recurrence-free survival rates were 76.7%, 47.4% and 29.7% in the female group and 63.8%, 30.0% and 25.0% in the male group (P = 0.12). Corresponding overall survival rates were 92.2%, 81.5% and 55.4% in the female group and 97.4%, 55.2% and 39.0% in the male group (P = 0.04). CONCLUSION: Certain gender differences might exist in HCC patients after hepatecomy, favoring females in the overall survival and the tolerance for liver injury.

What is the Preferable Method for the C3 and C7 Segments in Unilateral Open-Door Laminoplasty for Patients Diagnosed with Cervical Spondylotic Myelopathy?

BACKGROUND: Traditional C3-C7 unilateral open-door laminoplasty (UOLP) often leads to various postoperative complications as a result of damage of cervical posterior muscles and nuchal ligaments. We aimed to thoroughly evaluate postoperative outcomes after our modified UOLP versus traditional UOLP in treating multilevel cervical spondylotic myelopathy (MCSM). METHODS: Seventy-six patients with MCSM who underwent the modified UOLP with C3 laminectomy and C7 upper hemilaminectomy (40 patients) or traditional C3-C7 UOLP (36 patients) were included. Preoperative and postoperative cervical radiologic parameters, as well as clinical and surgical outcomes, were evaluated. RESULTS: Postoperatively, Japanese Orthopaedic Association scores improved significantly more in the modified UOLP group than in the traditional UOLP group (P = 0.028), whereas visual analog scale scores and Neck Disability Index improved similarly in both groups. Follow-up scores for Japanese Orthopaedic Association, Neck Disability Index, and visual analog scale were not significantly different between the 2 groups. At the final follow-up, the C2-C7 sagittal vertical axis and T1 slope increased in the traditional UOLP group and did not change in the modified UOLP group and were unchanged in the modified UOLP group. The C2-C7 Cobb angle decreased significantly in the traditional UOLP group and did not change in the modified UOLP group. The modified UOLP group lost less cervical posterior muscle area compared with the traditional UOLP group (3.72% ± 3.54% vs. 6.67% ± 2.81%; P < 0.001). The range of motion in the modified UOLP group was significantly greater than in the traditional UOLP group at the final follow-up (P < 0.001). Also, the modified UOLP group experienced a notable reduction in operative time, blood loss volume, and postoperative hospital stay. CONCLUSIONS: We recommend performing our modified UOLP with C3 laminectomy and C7 upper hemilaminectomy instead of traditional C3-C7 UOLP.

Establishment and Validation of Nomograms and Web Calculators for Different Cement Leakage Risk Types in Pedicle Screw Augmentation for Degenerative Lumbar Stenosis in Osteoporotic Vertebrae.

BACKGROUND: The use of cement in pedicle screw augmentation (PSA) enhances the pullout force of pedicle screws in vertebrae affected by osteoporosis. Risks involved in the use of cement for PSA include nerve injury and vascular damage caused by cement leakage. METHODS: This study included all patients who received PSA for degenerative lumbar stenosis in osteoporotic vertebrae from January 2014 to May 2022. Postoperative computed tomography was used to assess cement leakage. Correlation analysis and logistic regression analyses were used to establish the associated clinical or radiological factors, which were then used to construct nomograms and web calculators. RESULTS: The study comprised 181 patients including 886 screws inserted into 443 vertebrae. Perivertebral cement leakage was significantly associated with female sex, decreased bone mineral density, solid screws, and scattered cement distribution. Cement leakage through segmental veins (type S, 72.1%), leakage through basivertebral veins (type B, 23.9%), and instrument-related leakage (type I, 13.9%) accounted for most cement leakage. Patients with lower bone mineral density and scattered cement distribution were more likely to experience type S or type B leakage. Our analysis data showed that cement augmentation with cannulated and fenestrated screws tended toward concentrated cement distribution. Creation and verification of each nomogram additionally showcased the prognostic capability and medical significance of the corresponding model. CONCLUSIONS: Nomograms and web-based calculators can accurately forecast the probability of cement leakage. PSA should be routinely performed using cannulated and fenestrated screws, along with a moderate amount of high-viscosity cement, with continuous monitoring using fluoroscopy.

Anatomic distribution of basivertebral foramen with a magistral form in vertebral bodies of T10~L5 and its clinical significance for extensive epidural cement leakage in cement-augmented pedicle screw fixation: a multicenter case-control study.

BACKGROUND: There are no reports discussing anatomic distribution of basivertebral foramen (BVF) in the osteoporotic vertebral body, which is critical in the analysis of the risk of epidural cement leakage (ECL) after cement-augmented pedicle screw fixation (CAPSF). METHODS: 371 osteoporotic patients using 1898 cement-augmented screws were included. Preoperative computed tomography (CT) was used to determine the frequency, width, height, and depth of magistral BVF in T10~L5. Additionally, we measured the distance between BVF and the left/right borders of vertebral body as well as the distance between BVF and upper/lower endplates. Following CAPSF, the severity of ECL and the position of pedicle screws were determined by postoperative CT. Finally, significant risk factors for extensive ECL were identified through binary logistic regression analysis. RESULTS: Of 2968 vertebral bodies ranging from T10 to L5, 801 (42.2%) had a magistral BVF. From T10 to L5, the frequency of magistral BVF appeared to gradually increase. The magistral BVF was much closer to the upper endplate and the depth accounted for about a quarter of anteroposterior diameter of vertebral body. Overall, there were 19 patients (5.1%) and 32 screws (1.7%) with extensive ECL, nine of whom had neurological symptoms. The independent risk factors for extensive ECL were the magistral BVF (OR = 8.62, P < 0.001), more volume of cement injected (OR = 1.57, P = 0.031), reduced distance from screw tip to vertebral midline (OR = 0.76, P = 0.003) and vertebral posterior wall (OR = 0.77, P < 0.001) respectively. CONCLUSION: When planning a CAPSF procedure, it is important to consider anatomical distribution of BVF and improve screw implantation methods.

A Novel Mis-Seg-Focus Loss Function Based on a Two-Stage nnU-Net Framework for Accurate Brain Tissue Segmentation.

Brain tissue segmentation plays a critical role in the diagnosis, treatment, and study of brain diseases. Accurately identifying these boundaries is essential for improving segmentation accuracy. However, distinguishing boundaries between different brain tissues can be challenging, as they often overlap. Existing deep learning methods primarily calculate the overall segmentation results without adequately addressing local regions, leading to error propagation and mis-segmentation along boundaries. In this study, we propose a novel mis-segmentation-focused loss function based on a two-stage nnU-Net framework. Our approach aims to enhance the model's ability to handle ambiguous boundaries and overlapping anatomical structures, thereby achieving more accurate brain tissue segmentation results. Specifically, the first stage targets the identification of mis-segmentation regions using a global loss function, while the second stage involves defining a mis-segmentation loss function to adaptively adjust the model, thus improving its capability to handle ambiguous boundaries and overlapping anatomical structures. Experimental evaluations on two datasets demonstrate that our proposed method outperforms existing approaches both quantitatively and qualitatively.

Diagnosis for autism spectrum disorder children using T1-based gray matter and arterial spin labeling-based cerebral blood flow network metrics.

Introduction: Autism Spectrum Disorder (ASD) is a complex neurodevelopmental condition characterized by impairments in motor skills, communication, emotional expression, and social interaction. Accurate diagnosis of ASD remains challenging due to the reliance on subjective behavioral observations and assessment scales, lacking objective diagnostic indicators. Methods: In this study, we introduced a novel approach for diagnosing ASD, leveraging T1-based gray matter and ASL-based cerebral blood flow network metrics. Thirty preschool-aged patients with ASD and twenty-two typically developing (TD) individuals were enrolled. Brain network features, including gray matter and cerebral blood flow metrics, were extracted from both T1-weighted magnetic resonance imaging (MRI) and ASL images. Feature selection was performed using statistical t-tests and Minimum Redundancy Maximum Relevance (mRMR). A machine learning model based on random vector functional link network was constructed for diagnosis. Results: The proposed approach demonstrated a classification accuracy of 84.91% in distinguishing ASD from TD. Key discriminating network features were identified in the inferior frontal gyrus and superior occipital gyrus, regions critical for social and executive functions in ASD patients. Discussion: Our study presents an objective and effective approach to the clinical diagnosis of ASD, overcoming the limitations of subjective behavioral observations. The identified brain network features provide insights into the neurobiological mechanisms underlying ASD, potentially leading to more targeted interventions.

[Comparative study of three types of anatomical vascular occlusion method in hepatectomy for liver neoplasms].

OBJECTIVE: To assess the clinical efficacies of three types of anatomical hepatic inflow occlusion method in hepatectomy for liver neoplasms. METHODS: A non-randomized concurrent controlled trial was performed from January 2011 to October 2012, a total of 180 consecutive patients with liver neoplasms underwent hepatectomy similarly. They were divided into 3 groups according to the hepatic inflow occlusion methods during resection: HHV group (hemi-hepatic vascular inflow occlusion, n = 60), MPV group (main portal vein inflow occlusion, n = 60) and HPP group (hemi-portal vein preserved inflow occlusion, n = 60). The primary endpoints were intraoperative blood loss and transfusion requirement while the secondary outcomes were assessed with operating duration, postoperative morbidity, hospital stay, gastrointestinal function and postoperative liver injury. RESULTS: No significant differences existed among three groups in demographic and tumor characteristics and operation-related background (P > 0.05). No mortality happened in 30 days postoperatively in all patients. Intraoperative volume of blood loss had no significant differences among three groups (P = 0.272). Among the patients requiring transfusion, HPP group had the least transfusion requirement (HHV group: (5.00 ± 1.51) U, MPV group:(3.50 ± 1.41) U, HPP group: (2.50 ± 0.93) U, P = 0.004). MPV group showed a significant shorter operating duration (HHV group: (227 ± 59) min, MPV group:(198 ± 56) min, HPP group:(221 ± 79) min, P = 0.042). No significant differences were found among three groups in hospital stay (P = 0.673) or postoperative morbidity (P = 0.735), including hepatic insufficiency, infection and ascites. HHV group showed an earlier recovery of gastrointestinal function (HHV group: (60 ± 12) h, MPV group:(69 ± 9) h, HPP group:(64 ± 8) h, P = 0.000).MPV group had a significantly lower level of aminotransferase at Day 1 and 3 postoperation (d1 ALT: HHV group: (403 ± 271) U/L, MPV group:(304 ± 211) U/L, HPP group: (448 ± 396) U/L, P = 0.033; d1 AST: HHV group: (394 ± 271) U/L, MPV group:(278 ± 189) U/L, HPP group: (432 ± 405) U/L, P = 0.017; d3 ALT: HHV group: (309 ± 193) U/L, MPV group:(232 ± 161) U/L, HPP group:(325 ± 277) U/L, P = 0.048; d3 AST: HHV group:(136 ± 105) U/L, MPV group:(91 ± 73) U/L, HPP group:(120 ± 87) U/L, P = 0.024).But no significant differences were found among three groups regarding total bilirubin, albumin, prealbumin and prothrombin time activity (P < 0.05) during any postoperative stage. CONCLUSION: All three types of anatomical vascular occlusion method are both safe and efficacious in hepatectomy. But no single method has absolute advantage over the other two. HPP method has the best hemostatic effect, MPV offers better postoperative liver function and HHV promotes early recovery of gastrointestinal function.

The Potential Impact of Basivertebral Foramen Morphology and Pedicle Screw Placement on Epidural Cement Leakage With Cement-Augmented Fenestrated Pedicle Screw Fixation: A Multicenter Retrospective Study of 282 Patients and 1404 Augmented Screws.

BACKGROUND: Epidural cement leakage (CL) is a common complication in cement-augmented fenestrated pedicle screw fixation (CAFPSF) with the potential for neural injury. However, there are no reports discussing basivertebral vein morphology and pedicle screw placement, which are critical in the analysis of the risk of epidural CL after CAFPSF. OBJECTIVE: To identify the incidence and risk factors of epidural CL in osteoporotic patients during CAFPSF. METHODS: Two hundred and eighty-two osteoporotic patients using 1404 cement-augmented fenestrated screws were included. Preoperative computed tomography (CT) was used to characterize the morphology of posterior cortical basivertebral foramen. After CAFPSF, the severity of epidural CL, the implantation position of the screw tip, and cement extension within the vertebral body were determined by postoperative CT scans. In this study, significant risk factors for epidural CL were identified through logistic regression analysis. RESULTS: In total, 28 patients (18.8%) and 108 screws (7.7%) had epidural CL and 7 patients (13 screws) experienced neurological symptoms. Although local epidural CL was generally not clinically significant, extensive epidural leakage posed a higher risk of neurological symptoms. Significant predictors for extensive epidural CL were a magistral type of basivertebral foramen and the smaller distance between the tip of the screw and the posterior wall of the vertebral body. CONCLUSION: In osteoporotic patients receiving CAFPSF, epidural CL is relatively common. The morphology of basivertebral foramen should be taken into account when planning a CAFPSF procedure. It is important to try and achieve a deeper screw implantation, especially when a magistral type of basivertebral foramen is present.