1.Constructing a model of degenerative scoliosis using finite element method:biomechanical analysis in etiology and treatment
Kai HE ; Wenhua XING ; Shengxiang LIU ; Xianming BAI ; Chen ZHOU ; Xu GAO ; Yu QIAO ; Qiang HE ; Zhiyu GAO ; Zhen GUO ; Aruhan BAO ; Chade LI
Chinese Journal of Tissue Engineering Research 2025;29(3):572-578
BACKGROUND:Degenerative scoliosis is defined as a condition that occurs in adulthood with a coronal cobb angle of the spine>10° accompanied by sagittal deformity and rotational subluxation,which often produces symptoms of spinal cord and nerve compression,such as lumbar pain,lower limb pain,numbness,weakness,and neurogenic claudication.The finite element method is a mechanical analysis technique for computer modelling,which can be used for spinal mechanics research by building digital models that can realistically restore the human spine model and design modifications. OBJECTIVE:To review the application of finite element method in the etiology and treatment of degenerative scoliosis. METHODS:The literature databases CNKI,PubMed,and Web of Science were searched for articles on the application of finite element method in degenerative scoliosis published before October 2023.Search terms were"finite element analysis,biomechanics,stress analysis,degenerative scoliosis,adult spinal deformity"in Chinese and English.Fifty-four papers were finally included. RESULTS AND CONCLUSION:(1)The biomechanical findings from the degenerative scoliosis model constructed using the finite element method were identical to those from the in vivo experimental studies,which proves that the finite element method has a high practical value in degenerative scoliosis.(2)The study of the etiology and treatment of degenerative scoliosis by the finite element method is conducive to the prevention of the occurrence of the scoliosis,slowing down the progress of the scoliosis,the development of a more appropriate treatment plan,the reduction of complications,and the promotion of the patients'surgical operation.(3)The finite element method has gradually evolved from a single bony structure to the inclusion of soft tissues such as muscle ligaments,and the small sample content is increasingly unable to meet the research needs.(4)The finite element method has much room for exploration in degenerative scoliosis.
2.SG-UNet: a melanoma segmentation model enhanced with global attention and self-calibrated convolution.
Huanyu JI ; Rui WANG ; Shengxiang GAO ; Wengang CHE
Journal of Southern Medical University 2025;45(6):1317-1326
OBJECTIVES:
We propose a new melanoma segmentation model, SG-UNet, to enhance the precision of melanoma segmentation in dermascopy images to facilitate early melanoma detection.
METHODS:
We utilized a U-shaped convolutional neural network, UNet, and made improvements to its backbone, skip connections, and downsampling pooling sections. In the backbone, with reference to the structure of VGG, we increased the number of convolutions from 10 to 13 in the downsampling part of UNet to achieve a deepened network hierarchy that allowed capture of more refined feature representations. To further enhance feature extraction and detail recognition, we replaced the traditional convolution the backbone section with self-calibrated convolution to enhance the model's ability to capture both spatial and channel dimensional features. In the pooling part, the original pooling layer was replaced by Haar wavelet downsampling to achieve more effective multi-scale feature fusion and reduce the spatial resolution of the feature map. The global attention mechanism was then incorporated into the skip connections at each layer to enhance the understanding of contextual information of the image.
RESULTS:
The experimental results showed that the SG-UNet model achieved significantly improved segmentation accuracy on ISIC 2017 and ISIC 2018 datasets as compared with other current state-of-the-art segmentation models, with Dice reached 92.41% and 86.62% and IoU reaching 92.31% and 86.48% on the two datasets, respectively.
CONCLUSIONS
The proposed model is capable of effective and accurate segmentation of melanoma from dermoscopy images.
Melanoma/diagnosis*
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Humans
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Neural Networks, Computer
;
Dermoscopy/methods*
;
Skin Neoplasms
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Image Processing, Computer-Assisted/methods*
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Calibration
;
Algorithms
3.Correlation between posterior longitudinal ligament injury and vertebral body injury parameters in thoracolumbar burst fractures
Qiang HE ; Xuejun YANG ; Feng LI ; Baolong YU ; Shengxiang LIU ; Xu GAO ; Zhi HUANG ; Wenkai ZHENG ; Yifeng DA ; Zhi WANG ; Wenhua XING
Chinese Journal of Orthopaedics 2024;44(22):1474-1481
Objective:To evaluate the correlation between the degree of posterior longitudinal ligament (PLL) injury and various parameters of vertebral body injury in patients with thoracolumbar burst fractures.Methods:A total of 48 patients with thoracolumbar burst fractures were admitted to the Spine Surgery Center of the Second Affiliated Hospital of Inner Mongolia Medical University between December 2022 and January 2024. The cohort consisted of 31 males and 17 females, with a mean age of 44.1±11.8 years (range, 18-65 years). Based on the PLL injury grading method proposed by Sun Zhaoyun, patients were classified into three groups: mild, moderate, and severe. However, due to an insufficient number of patients in the severe group ( n=3), the moderate and severe groups were combined for statistical analysis, resulting in two groups: mild, and moderate-to-severe. Patient demographic and clinical data were collected. Local kyphosis (LK), inversion angle (IA), horizontal rotation angle (HRA), increased interspinous distance (IISD), anterior vertebral body compression ratio (AVBCR), posterior vertebral body compression ratio (PVBCR), middle vertebral body compression ratio (MVBCR), the ratio of height of bone fragment (RHBF), the ratio of width of bone fragment (RWBF), and mid-sagittal canal diameter compression ratio (MSDCR) were measured. Statistical analyses were performed using SPSS 25.0. Categorical variables were expressed as frequency (percentage) and analyzed using chi-square and Fisher exact tests. Continuous variables were tested for normality, with non-normally distributed data analyzed using the rank-sum test and expressed as median (interquartile range). Multivariate logistic regression analysis was performed to identify independent risk factors, and receiver operating characteristic (ROC) curves were plotted to calculate the area under the curve (AUC) to evaluate predictive performance. Results:Among the 48 patients, only 3 were found to have severe PLL injury, necessitating the combination of the moderate and severe groups for statistical purposes. Patients in the moderate-to-severe group demonstrated significantly higher AVBCR, PVBCR, RHBF, MVBCR, MSDCR, and IA compared to the mild group ( P<0.05). Multivariate logistic regression identified AVBCR, PVBCR, MSDCR, and IA as independent risk factors for moderate-to-severe PLL injury ( OR>1, P<0.05). ROC curve analysis revealed that AVBCR, PVBCR, MSDCR, IA, and their combined index could effectively predict moderate-to-severe PLL injury ( P<0.05). Notably, the combined index showed superior predictive performance (AUC=0.970) compared to individual parameters. Threshold values were determined as follows: AVBCR>45.30%, PVBCR>12.17%, MSDCR>27.13%, IA>5.90°, and the combined index >0.61, indicating PLL damage. Conclusion:AVBCR, PVBCR, MSDCR, IA, and their combined index are significantly associated with moderate-to-severe PLL injury in thoracolumbar burst fractures. The combined index demonstrates superior predictive ability compared to single parameters, providing a reliable tool for assessing PLL integrity.
4.Outcome comparison of pyrotinib with current standard of care in the second/third line setting in advanced non-small cell lung cancer patients with HER2 mutation.
Shiqi MAO ; Libo LUO ; Shuo YANG ; Yan WANG ; Fei ZHOU ; Jia YU ; Bin CHEN ; Guanghui GAO ; Xuefei LI ; Chao ZHAO ; Lei CHENG ; Yiwei LIU ; Wanying WANG ; Keyi JIA ; Chuchu SHAO ; Xinyu LIU ; Xiaoxia CHEN ; Chunxia SU ; Caicun ZHOU ; Fengying WU ; Shengxiang REN
Chinese Medical Journal 2023;136(7):848-850
5.Research progress of biomaterials in promoting wound vascularization
Lianglong CHEN ; Shengxiang YU ; Jun MA ; Yanbin GAO ; Lei YANG
Chinese Journal of Burns 2023;39(4):381-385
Promoting rapid and good vascularization is still a great challenge for the research and development of biomaterials for wound repair. Current studies have shown that wound vascularization is closely related to the pores, components, and channels of biomaterials. Although the research and development of new medical functional materials have made rapid progress in recent years, and gratifying achievements have been made in the reconstruction of skin barrier function, regulation of wound microenvironment, and antibacterial and anti-inflammatory effects, etc., the problem of rapid wound vascularization has not been solved. This paper introduces the process of wound vascularization, the strategy of biomaterials promoting wound vascularization, the construction of biomaterials promoting wound vascularization based on three-dimensional printing technology, and the influence of nanotechnology on wound vascularization, in order to provide new enlightenment for research and development of wound repair materials with rapid vascularization in the future.
6.A correlation study on depression and life events of patients with primary sjogren syndrome
Min YANG ; Shengxiang LIANG ; Runhua ZHOU ; Xiaoliang DAI ; Rong LIU ; Dong GAO ; Hanyou MO
Chinese Journal of Behavioral Medicine and Brain Science 2013;(5):400-402
Objective To explore the relationship between life events and depression of patients with primary sjgren's syndrome (PSS).Methods 80 patients with PSS complicating depressive disorder were tested by self-rating depression scale(SDS) and life event scale (LES),and compared with the control group including 80 PSS patients with non-depressive disorder matched with age and sex.Then the correlation between SDS and LES were analyzed.Results The total score of life events (32.72 ± 13.93),the score of negative life events (24.36 ±11.24),the score of SDS(58.60 ± 16.78) and the frequency of life events(91.3%) in the research group were higher than those in control group(P < 0.05),but the positive life events score (7.15 ± 5.84) was lower than that in control group (9.76 ± 7.29),and there was statistically significant difference between the two groups (P < 0.05),there were more negative life events,especially on the aspects of family,work and study in the research group.There was positive correlation among the negative life events score,total score of life events and SDS score in the research group(P< 0.01),meanwhile,negative correlation was revealed between the score of positive life events and SDS score in the research group(P < 0.05).Conclusion Patients with PSS complicating depressive disorder experienced more negative life events which play an important role in depression of patients with PSS.
7.Association between intra-abdominal fat volume and waist circumference measured at the umbilicus level
Huandong LIN ; Hongmei YAN ; Shengxiang RAO ; Xiuzhong YAO ; Xin GAO
Chinese Journal of Endocrinology and Metabolism 2012;28(2):121-125
ObjectiveTo explore the best measurement of waist circumference related with intra-abdominal fat volume evaluated by CT scan.MethodsHeight,weight,and hip circumference were measured among 147 subjects aged over 18 years old.Waist circumference was measured at 3 different levels:the upper brim of the iliac crest ( WC1 ),the midpoint between costal brim and iliac crest ( WC2 ),and the umbilicus ( WC3 ).The intra-abdominal fat volume was evaluated by CT scan.ResultsIntra-abdominal fat volume was significantly higher in men than in women [ ( 1 236.0±608.4 vs 931.0±665.0)cm3,P<0.01 ].Correlation analysis showed that WC1 ( r =0.634),WC2( r=0.677),and WC3 (r =0.712)were positively correlated with intra-abdominal fat volume ( all P<0.01 ).Partial correlation analysis adjusted by gender,weight,or body mass index showed that the correlation of intra-abdominal fat volume with WC3 ( r were 0.488 and 0.432) was better than that with WC1( r were 0.347 and 0.293 ) and WC2 ( r were 0.424 and 0.365 ).Multiple linear stepwise regression analysis demonstrated that WC2 and WC3 were independently associated with intra-abdominal fat volume and WC3 was the strongest impact factor (β =0.270,R2c =0.504,P<0.01 ).ConclusionsWaist circumference is a simple anthropometric measurement parameter reflecting the degree of intraabdominal fat accumulation.All three different measurements of waist circumference may reflect intra-abdominal fat volume,while waist circumference at umbilical level is the best among them.
8.Diagnostic value of adrenal CT scan for screening adrenal hypertension in out-patients with hypertension
Xiaomu LI ; Xilu YI ; Shengxiang RAO ; Ying LIU ; Mengsu ZENG ; Zhiqiang LU ; Xin GAO
Chinese Journal of Endocrinology and Metabolism 2012;28(2):126-131
ObjectiveTo evaluate the priority application of thin adrenal CT scanning in out-patients with hypertension for early diagnosis of adrenal hypertension.MethodsThe patients with hypertension were collected from January to August 2009,in whom the secondary hypertension ( including endocrine and renal hypertension) and malignant cancers were excluded.All patients accepted the adrenal CT scan firstly,and then the patients with the positive result of morphological abnormalities in the adrenal CT( including adenoma and hyperplasia)were evaluated for endocrine function of adrenal glands.Results A total 362 cases of hypertension were studied,in.cluding 162 males and 200 females.The average age was (60.9 ±9.3 ) year-old,the average duration of hypertension was ( 13.8 ±5.3 ) year.After adrenal thin layer scanner CT scan,35 patients ( 9.6% ) with adrenal abnormalities were found.Endocrine functional assessments of adrenal glands were carried out among these patients,17 cases (4.7%) with functional lesions were diagnosed,including 14 cases(3.9% )with primary hyperaldosteronism,2 cases(0.6% )with Cushing's syndrome,and 1 case ( 0.3% ) with pheochromocytoma.Conclusion This study revealed that the percentage of adrenal lesions in outpatients with hypertension was 9.6%.The percentage of adrenal hypertension was 4.7%.Thin layer CT scan seems to effectively screen the adrenal hypertension with adrenal lesions,and would be helpful to the diagnosis of endocrine hypertension.
9.Association of liver fat content with insulin resistance and islet p cell function in individuals with various statuses of glucose metabolism
Hua BIAN ; Huandong LIN ; Shengxiang RAO ; Xiuzhong YAO ; Mengsu ZENG ; Jian ZHOU ; Weiping JIA ; Xin GAO
Chinese Journal of Endocrinology and Metabolism 2010;26(7):535-540
Objective To study the association of liver fat content (LFC) with insulin resistance and β cell function. Methods One hundred and nine subjects including 31 cases with impaired glucose regulation (IGR), 31 newly diagnosed type 2 diabetes (NT2DM) and 47 normal controls (NC) with normal metabolic parameters were involved in the study. LFC was measured by 1H magnetic resonance spectroscopy (1H MRS) and the insulin resistance and β cell function were evaluated by oral 75 g glucose tolerance test. Results (1 ) LFCs were3.83% (2.35% ~7.59% ) ,12. 82% (8.10%~21.37%), and 21.99% (11.89%~34.43%), being progressively raised in the respective NC, IGR, NT2DM groups(P<0.01). (2) The subjects were divided into four subgroups according to LFC Quartile: Quartile 1 (LFC<4. 04% ) , Quartile 2(4. 04% ≤LFC<9. 77% ), Quartile 3 (9.77% ≤LFC<20.78% ) ,and Quartile 4( LFC≥20.78% ). Homeostasis model assessment of insulin resistance index (HOMA-IR) values were elevated significantly and progressively starting from Quartile 2(P<0. 01). (3) Insulin from 0 to 30 min ( △I30), the ratio of insulin from 0 to 30 min to glucose from 0 to 30 min ( △I30/ △G30) , C peptide from 0 to 30 min (△CP30) had a trend of increase in Quartile 2,then trended to decrease in Quartile 3. In Quartile 4, △CP30 and △I30/△G30 sharply decreased (P<0.05 or P<0.01). The ratio of C peptide from 0 to 30 min to glucose from 0 to 30 min ( △CP30/△G30) began to decrease from Quartile 3 (P<0. 05). The ratio of area under curve of C peptide to area under curve of glucose (CPAUC/GAUC) was significantly decreased from Quartile 3(P<0.05). From Quartile 3,glucose level became abnormally elevated to impaired fasting glucose and impaired glucose tolerance (P<0.01). (4) LFC was positively correlated with HOMA-IR (rs =0. 618 ,P<0.01), but was negatively correlated with △CP30(rs =-0.282), △CP30/△G30(rs = -0. 404), and CPAUC/GAUC(rs = -0. 308,all P<0.01). (5) Stepwise regression analysis demonstrated that LFC was the strongest predictor of HOMA-IR. Conclusions When LFC accumulated to 4% , insulin resistance occurred and the early phase of insulin secretion was compensatively increased. As the LFC further accumulated to 10% , both the early phase as well as β cell function in whole were deteriorated, and hyperglycemia developed.

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