1.Establishment and analysis of osteoarthritis diagnosis model based on artificial neural networks
Yidong FAN ; Gang QIN ; Guowei SU ; Shifu XIAO ; Junliang LIU ; Weicai LI ; Guangtao WU
Chinese Journal of Tissue Engineering Research 2024;28(16):2550-2554
BACKGROUND:Rapid developments in the field of bioinformatics have provided new methods for the diagnosis of osteoarthritis.Artificial neural networks have powerful data computing and classification capabilities,which have shown better performance in disease diagnosis. OBJECTIVE:To establish a new diagnostic predictive model of osteoarthritis based on artificial neural network and to verify the diagnostic value of the model in osteoarthritis with an external dataset. METHODS:The eligible osteoarthritis-related data sets were downloaded through GEO database search and divided into Train group and Test group.The gene expression matrix of the Train group was analyzed to screen the differentially expressed genes.GO and KEGG enrichment analyses were performed on the differentially expressed genes.Through Lasso regression model,support vector machine model and random forest tree model,the key genes of osteoarthritis were further identified from the differentially expressed genes.The R software"Neuralnet"package was then used to construct the osteoarthritis diagnosis model based on artificial neural network,and the model performance was evaluated by the five-fold cross-validation.Two independent data sets in the Test group were used to verify their diagnostic results. RESULTS AND CONCLUSION:A total of 90 differentially expressed genes related to osteoarthritis were obtained by differential analysis,of which 33 were down-regulated and 57 were up-regulated.GO enrichment analysis showed that the differentially expressed genes were mainly involved in the following biological processes,including leukocyte-mediated immunity,leukocyte migration in bone marrow and chemokine production.KEGG enrichment analysis showed that these genes were mainly enriched in rheumatoid arthritis,interleukin-17 signaling pathway and osteoclast differentiation pathway.Five key genes for the diagnosis of osteoarthritis,HMGB2,GADD45A,SLC19A2,TPPP3 and FOLR2,were identified by three machine learning methods.The artificial neural network model of five key genes in the Train group showed that the accuracy was 96.36%and the area under the curve was 0.997.The five-fold cross validation of the neural network model showed that the average area under the curve was greater than 0.9 and the model was of robustness.Two independent data sets in the Test group showed its area under the curve was 0.814 and 0.788 respectively.Therefore,the establishment of an artificial neural network model for the diagnosis of osteoarthritis has a certain diagnostic value.
2.Expression of S100A7A in gastric cancer and its effect on proliferation and metastasis
Wushuang XIAO ; Linjie HONG ; Zhen YU ; Ping YANG ; Jieming ZHANG ; Siyang PENG ; Xiangyang WEI ; Yidong CHEN ; Side LIU ; Jide WANG
The Journal of Practical Medicine 2024;40(10):1344-1350
Objective The objective of this study is to examine the expression level of the S100A7A protein in both gastric cancer tissues and cells,as well as to evaluate its impact on the malignant phenotype of gastric cancer(GC)cells.Methods Immunohistochemical assay was used to detect the expression characteristics of S100A7A in 21 gastric cancer tissues and their corresponding paracancerous tissues,as well as to investigate its correlation with gastric cancer clinicopathological factors.Gastric cancer cells were genetically modified to overex-press S100A7A through plasmid transfection.Subsequently,the impact of S100A7A on the proliferation,migra-tion,and invasion capacities of gastric cancer cells was assessed using cell proliferation assays(EdU assay and plate cloning assay)as well as cell migration and invasion assays(Transwell assay and scratch assay).Results The expression of S100A7A protein was higher in GC tissues than in paracancerous tissues;Overexpression of S100A7A may increase gastric cancer cell proliferation,migration,and invasion.Conclusion S100A7A is a possible oncogene in GC and is predicted to serve as a new diagnostic and therapeutic target for the disease.
3.Analysis of factors influencing lymph node metastasis and prognosis of Siewert Ⅱ/Ⅲ esophagogastric junction adenocarcinoma
Wei MI ; Yidong HUANG ; Zhi ZHENG ; Xiaoye LIU ; Jie YIN ; Jun ZHANG
International Journal of Surgery 2024;51(5):307-314
Objective:To explore the factors influencing lymph node metastasis and prognosis in patients with Siewert type Ⅱ/Ⅲ adenocarcinoma of the esophagogastric junction (AEG).Methods:A retrospective analysis was conducted on clinical data of 239 patients with Siewert Type Ⅱ/Ⅲ adenocarcinoma of the esophagogastric junction who underwent surgical treatment at Beijing Friendship Hospital, Capital Medical University, from July 2013 to December 2022. Among them, there were 204 males and 35 females. The patients′ ages ranged from 27 to 83 years, with a mean age of 63.1 years. Statistical analysis was performed using SPSS 26.0 software, with categorical data presented as n(%) and compared using χ2 tests, corrected χ2 tests, or Fisher′s exact tests. Ordinal data were expressed as frequencies and percentages and compared using rank-sum tests. Multivariate analysis was conducted using Logistic regression, and survival analysis was performed using the Cox regression model. Follow-up was conducted every 6 months, with the last follow-up conducted in November 2023. Results:Multivariate analysis identified infiltration depth ( OR=0.038, 95% CI: 0.011-0.139, P<0.001), tumor deposit ( OR=0.101, 95% CI: 0.011-0.904, P=0.040) and intravascular cancer embolus ( OR=0.234, 95% CI: 0.108-0.507, P<0.001) as independent predictors of LNM. Lymph nodes No. 1, 2, 3, 4, 7, 10, and 11 were more prone to metastasis in the abdominal cavity. Notably, Siewert Ⅲ AEG patients showed a higher metastatic rate in nodes No. 5 and No. 6 compared to Siewert Ⅱ. Mediastinal LNM was predominantly found in nodes No. 110 and No. 111 for Siewert Ⅱ AEG, with rates of 5.45% and 3.64%, respectively. A three-year survival analysis underscored LNM as a significant prognostic factor ( P=0.001). Conclusions:Siewert Ⅱ AEG patients should undergo removal of both celiac and mediastinal lymph nodes, specifically nodes No. 1, 2, 3, 4, 7, 10, 11, 110, and 111. Dissection of nodes No. 5 and No. 6 is not indicated for these patients. In contrast, Siewert Ⅲ AEG patients do not require mediastinal LND, but pyloric lymphadenectomy for nodes No.5 and No.6 is essential. The presence of LNM is associated with poorer long-term prognosis. Perioperative chemotherapy may offer a survival advantage for AEG patients.
4.Treatments and advances of "penile elongation"
Journal of Modern Urology 2024;29(11):937-940
As a male sexual organ, the penis can not only meet the requirements for sexual life between sexual partners, but also increase and improve sexual satisfaction and enhance male self-confidence.The treatment of micropenis is a high-frequency trending topic.This paper reviews the different causes of micropenis, the treatment methods and progress of "penile elongation, " aiming to improve the understanding and provide solutions.
5.Models of adenoviral transfection and hypoxia/reoxygenation-induced injury in AMCMs of adult mouse cardiomyocytes
Xiaoru LI ; Xinye YAO ; Jia LIU ; Xiaoyu ZHANG ; Yiman ZHANG ; Baochang LAI ; Qiang MA ; Yidong WANG ; Hongyan TIAN ; Qian YIN
Acta Laboratorium Animalis Scientia Sinica 2024;32(4):435-443
Objective To construct models of viral transfection and hypoxia/reoxygenation induced cellular injury in adult mouse cardiomyocytes(AMCMs)isolated using a non-Langendorff method.Methods AMCMs were isolated,extracted,sedimented,and plated using a non-Langendorff method.The morphology and survival rate of the isolated cells were evaluated 2,24,48 and 72 h after plating,and their integrity was observed by immunofluorescence staining for α-actinin.The isolated AMCMs were infected with adenoviruses carrying an RFP-expressing vector and fluorescence images were obtained at 36 and 48 h post-infection and used to calculate transfection efficiency.The cells were cultured under hypoxic conditions for 45 min,reoxygenated for 24 h,and then stained with propidium iodide(PI)to verify establishment of the hypoxia/reoxygenation injury model.Results The survival rates of AMCMs at 2,24 and 48 h after plating were comparable,but survival was significantly reduced at 72 h.The integrity of the AMCMs was good and>80%of the cells were transfected with adenovirus at 48 h.After hypoxia/reoxygenation treatment,42%of cells were stained by PI,suggesting successful establishment of the AMCM injury model.Conclusions In this study,we developed a non-Langendorff method for the fast and easy isolation of AMCMs with high cell viability.The isolated cells can be efficiently infected with adenovirus and respond to hypoxia/reoxygenation injury.These findings provide a systematic method for isolating AMCMs and for applying gene modification and hypoxia/reoxygenation injury in these cells.
6.Increasing the tumour targeting of antitumour drugs through anlotinib-mediated modulation of the extracellular matrix and the RhoA/ROCK signalling pathway
Han XUEDAN ; Liu JIALEI ; Zhang YIDONG ; Tse ERIC ; Yu QIYI ; Lu YU ; Ma YI ; Zheng LUFENG
Journal of Pharmaceutical Analysis 2024;14(8):1205-1221
Anlotinib has strong antiangiogenic effects and leads to vessel normalization.However,the"window period"characteristic in regulating vessel normalization by anlotinib cannot fully explain the long-term survival benefits achieved through combining it with other drugs.In this study,through RNA sequencing(RNA-seq)and label-free quantitative proteomics analysis,we discovered that anlotinib regulated the expression of components of the extracellular matrix(ECM),leading to a significant reduction in ECM stiffness.Our bioinformatic analysis revealed a potential positive relationship between the ECM pathway and gefitinib resistance,poor treatment outcomes for programmed death 1(PD-1)targeting,and unfavourable prognosis following chemotherapy in lung cancer patients.We administered anlotinib in combination with these antitumour drugs and visualized their distribution using fluorescent labelling in various tumour types.Notably,our results demonstrated that anlotinib prolonged the retention time and distribution of antitumour drugs at the tumour site.Moreover,the combination therapy induced notable loosening of the tumour tissue structure.This reduction was associated with decreased interstitial fluid pressure and tumour solid pressure.Additionally,we observed that anlotinib effectively suppressed the Ras homologue family member A(RhoA)/Rho-associated protein kinase(ROCK)signalling pathway.These findings suggest that,in addition to its antiangiogenic and vessel normalization effects,anlotinib can increase the distribution and retention of antitumour drugs in tumours by modulating ECM expression and physical properties through the RhoA/ROCK signalling pathway.These valuable insights contribute to the development of combination therapies aimed at improving tumour targeting in cancer treatment.
8.Application of free skin graft or auricle composite tissue in the correction of nasal flange retraction
Chinese Journal of Medical Aesthetics and Cosmetology 2023;29(4):261-263
Objective:To investigate the clinical effect and application value of free skin or auricle composite tissue transplantation in the correction of nasal alar retraction.Methods:From August 2019 to January 2023, a total of 45 patients with nasal retraction (7 males and 38 females) were treated in Shanghai United Regal Medical Cosmetology Hospital. Age ranged from 18 to 46 years, with a mean of 26.6 years. All patients had retroalar margin retraction caused by insufficient alar lining to varying degrees, with a retraction distance between 2-5 mm, with an average retraction distance of 3.3 mm. 11 cases of nasal flange retraction were corrected by free transplantation of composite tissue of auricle directly. The remaining 34 patients were corrected by alar border cartilage graft and free skin graft.Results:During 2-18 months of follow-up, 41 patients had satisfactory results and no obvious complications. Partial necrosis of free skin was observed in 2 patients, ischemic necrosis of complex flap of auricle was observed in 1 patient, and necrosis of free skin was observed in 1 patient. In addition to the above complications, 3 patients reported that the correction of alar retraction did not achieve the expected effect, but indicated that they were satisfied with the surgical effect, which was considered to be caused by skin contracture and other factors. The overall satisfaction rate of all patients was 91.1%. After follow-up and statistics, 41 patients in this group were satisfied with the results, with an overall satisfaction rate of 91.12%.Conclusions:The application of free skin graft (or auricle composite tissue) to correct nasal alar retraction has the advantages of simple operation, wide indications and accurate efficacy, and is worthy of clinical promotion.
9.Modular repairing strategy of penile skin defect after multiple hypospadias operations
Xiangguo LYU ; Lin WANG ; Weijing YE ; Xufeng PENG ; Xincheng JIANG ; Yidong LIU
Chinese Journal of Urology 2023;44(8):596-600
Objective:To evaluate the safety and effectiveness of the model repair strategy for preputial defect in hypospadias surgery.Methods:From February 2017 to December 2022, 59 children in our hospital with an average age of (6.9±3.2) years were retrospectively analyzed. All of them were children with multiple failed hypospadias operations. According to the condition of penile scrotum skin, different methods of penile skin reconstruction were selected. Among them, 20 patients underwent penile skin flap reconstruction with simple foreskin and multiple small incision reduction, 22 patients with penile and scrotal transposition underwent penile lateral scrotum flap to complete ventral penis coverage, and 12 patients underwent middle scrotum flap with pedicled flap to cover ventral urethra. The penis was covered by inferior epigastric artery perforator flap in 5 patients.Results:The wound healed completely one week after the operation and no obvious scar formation was observed. The ventral flap of the penis was covered by the lateral scrotal flap of the penis, and no flap necrosis and wound infection were observed. The ventral urethra was covered with pedicled skin flap in the middle scrotal suture. The flap survived without scrotal hematoma. The inferior epigastric artery perforator flap was used to cover the patients with penile defect, all the flaps survived, and no complications such as wound infection and abdominal hernia occurred. No urethral fistula or urethral diverticulum was reported in all the patients. Urethral stricture occurred in 1 case of scrotal suture pedicled flap group and 1 case of lateral penis scrotal flap group, which was cured after expansion. One case with small incision and one case with lateral scrotal skin were cured after secondary repair by Mathieu method.Conclusions:For children with a history of multiple hypospadias operations, coverage of ventral skin defects of the penis is essential to reduce complications and obtain good appearance. This study summarized four effective strategies for covering penile defect from simple to complex. The small incision was used to reduce the expansion of all flaps. The lateral penile scrotal flap is more suitable for patients with penile scrotal transposition. The pedicled flap of scrotal suture and inferior superficial artery perforator flap are suitable for the repair of larger defect area.
10.The effect analysis of systematic diagnosis and treatment model based on new classification on primary hypospadias
Xincheng JIANG ; Weijing YE ; Yidong LIU ; Min WU ; Xiangguo LYU ; Likai ZHUANG ; Maofei YE ; Hao WANG
Chinese Journal of Urology 2023;44(11):853-858
Objective:To explore the effect of systematic diagnosis and treatment model based on new classification on primary hypospadias.Methods:The data of 689 patients with primary hypospadias admitted to Renji Hospital Affiliated to Shanghai Jiaotong University School of Medicine from March 2010 to June 2021 were retrospectively analyzed. Of all, 349 cases from March 2010 to June 2016 were treated with traditional treatment methods, and 340 cases from July 2016 to June 2021 were treated with systematic diagnosis and treatment model based on new hypospadias classification. Traditional treatment group of patients according to the European Society of Urology (EAU) guide classification, were divided into the distal-anterior type (located on the glans or distal shaft of the penis), intermediate-middle type (penile) and proximal-posterior type (penoscrotal, scrotal, perineal). For distal type, tubularized incised plate (TIP) or dorsal inlay urethroplasty (Inlay) was performed. Patients with intermediate-middle type underwent Inlay, and patients with proximal-posterior type underwent Bracka staging. In the systematic diagnosis and treatment group, hypospadias was reclassified into distal type (located on the glan or in the first third of the shaft of the penis), junctional type (the back two-thirds of the shaft of the penis and the base of the penis), and proximal type (scrotum or perineum). For distal type, TIP or Inlay was used. Patients with junctional type were treated with urethroplasty with union free graft and local flap method (Montage). Patients with proximal type were treated with Montage or Bracka staging. Patients with testicular volume <0.8 ml and glans width <1.0 cm were treated with human chorionic gonadotropin (HCG) before surgery. There were 349 patients in the traditional group, with an average age of (18.58±7.59) months. There were 157 cases of distal-anterior type, 47 cases of intermediate-middle type and 145 cases of proximal-posterior type. There were 181 cases with penile curvature < 30° and 168 cases with penile curvature ≥30°. There were 340 cases in the systematic diagnosis and treatment group, with an average age of (18.94±6.05) months. According to EAU classification, 160 cases were distal-anterior type, 42 cases were intermediate-middle type and 138 cases were proximal-posterior type. There were 197 cases with penile curvature < 30° and 143 cases with penile curvature ≥30°. There was no significant difference in the above indicators between the two groups ( P>0.05). The surgical methods, incidence of postoperative complications and the time of hospital stay between the two groups compared. The changes in penis size and testis volume before and after the use of hormones in the systematic treatment group were compared. Results:In the traditional group, 139 patients underwent TIP, 65 patients underwent Inlay, and 145 patients underwent Bracka staging. In the systematic diagnosis and treatment group, 187 cases were reclassified as distal type (153 cases underwent TIP and 34 cases underwent Inlay). Of the 69 cases of junctional type, 10 cases underwent Inlay, and 59 cases underwent Montage. Of the 84 cases of proximal type, 77 cases underwent Montage, and 7 cases underwent Bracka staging. There was significant difference between the two groups ( P<0.01). In the traditional group, there were 31 cases of urinary fistula (8.9%), 43 cases of urethral stricture (12.3%), 21 cases of urethral diverticulum (6.1%), 45 cases of penile recurvature (12.9%), and the total incidence of complications was 40.1% (140/349). There were 19 cases of urinary fistula (5.6%), 28 cases of urethral stricture (8.2%), 15 cases of urethral diverticulum (4.4%) and 24 cases of penile recurvature (7.1%) in the systematic diagnosis and treatment group. The total incidence of complications was 25.3%(86/340). There were statistically significant differences in the incidence of the above complications between the two groups ( P<0.05). There was a significant difference in the duration of hospital stay between the traditional group and the systematic diagnosis and treatment group [(4.3±1.2) d vs. (1.5±0.5) d, P=0.01]. The width of glans penis after HCG treatment was (1.35±0.14) cm, which was significantly higher than that before HCG treatment [(0.96±0.24) cm, P=0.03]. The length of penis [(2.55±0.19) cm vs. (2.29±0.16) cm] and the volume of testis [(0.76±0.24) ml vs. (0.64±0.15) ml] were not significantly different from those before treatment ( P>0.05). Conclusions:The new classification has clarified the choice of surgical methods, avoiding the amplification of surgical indications. The systematic diagnosis and treatment model based on new classification has significantly improved the treatment effect of hypospadias and effectively reduced postoperative complications. It provides an optional diagnosis and treatment model for hypospadias.

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