1.Development and preliminary internal validation of a prediction model for brace treatment failure in adolescent idiopathic scoliosis using pretreatment and initial brace-fitting information
Ying MA ; Jun REN ; Shoujian WANG ; Xin ZHOU ; Tianxiang HE ; Lingjun KONG ; Min FANG
Chinese Journal of Rehabilitation Theory and Practice 2026;32(7):850-860
ObjectiveTo develop and preliminarily validate a prediction model for brace treatment failure risk in patients with adolescent idiopathic scoliosis (AIS), based on information obtained before brace treatment and during initial brace fitting. MethodsA total of 191 patients with AIS who initiated thoracolumbosacral orthosis treatment at Shuguang Hospital Affiliated to Shanghai University of Traditional Chinese Medicine from March, 2015 to August, 2024 and had determinable outcomes were retrospectively included. Patients were divided according to a prespecified scheme into a training set (n = 133) and a validation set (n = 58). Brace treatment failure was defined as progression of the major-curve Cobb angle by ≥ 5° from baseline during follow-up or at brace weaning, or a final major-curve Cobb angle > 45°. Logistic regression, random forest, support vector machine with radial basis function kernel, and extreme gradient boosting (XGBoost) models were developed using routinely available clinical and radiographic variables before brace treatment and during initial brace fitting. Stratified five-fold cross-validation was used for hyperparameter tuning in the training set. Model performance was evaluated in the validation set using the area under the receiver operating characteristic curve (AUC), area under the precision-recall curve (AUPRC), Brier score, calibration curves, and decision curve analysis (DCA). SHapley Additive exPlanations (SHAP) was used to interpret the main explanatory model. ResultsIn cross-validation of the training set, both random forest and XGBoost showed good discriminative performance, with cross-validation-AUC values of 0.871 and 0.880, respectively. In the validation set, the AUC values of random forest and XGBoost were 0.888 and 0.899, the AUPRC values were 0.678 and 0.830, and the Brier scores were 0.086 and 0.076, respectively. Random forest was selected as the primary model for interpretation, with a calibration intercept of 0.091 and a calibration slope of 0.995. SHAP analysis indicated that the in-brace correction rate and the major-curve Cobb angle measured in the brace contributed most to the model predictions. ConclusionThe random forest model developed using routinely available pretreatment and initial-fitting variables shows preliminary predictive value for brace treatment failure risk in AIS, and may provide quantitative support for follow-up scheduling, brace-fit reassessment and early adherence-oriented management.
2.Effect and complications of CT-guided radiofrequency thermocoagulation through foramen ovale approach in the treatment of maxillary neuralgia of cranial nerve V
Xiao CUI ; Shoujian XU ; Shuyan WANG
Journal of Practical Radiology 2024;40(8):1345-1348
Objective To explore the effect and complications of CT-guided radiofrequency thermocoagulation(RFTC)through foramen ovale approach in the treatment of maxillary neuralgia of cranial nerve V(CNV).Methods A total of 100 patients with maxillary neuralgia of CNV were retrospectively selected.According to different treatment method,they were divided into A group(48 cases,CT-guided RFTC through foramen ovale approach)and B group(52 cases,RFTC through maxillary nerve of pterygopalatine fossa approach).The imaging findings of CT-guided RFTC through foramen ovale approach were observed.The hospitalization time and operation time,visual analogue scale(VAS)scores and patients satisfaction score(PSS)before and after surgery,as well as occurrence of complications during RFTC were compared between the two groups.Results There were no significant differences in hospitalization and operation time between the two groups(P>0.05).At 1 d and 1 month after surgery,VAS scores in A group were lower than those in B group(P<0.05).At 1 month after surgery,PSS in A group was higher than that in B group(P<0.05).During RFTC,there was no significant difference in incidence of complications between the two groups(P>0.05).Conclusion CT-guided RFTC through foramen ovale approach is comparable to RFTC through maxillary nerve of pterygopalatine fossa approach in terms of operation time,hospitalization time and incidence of complications in patients with maxillary neuralgia of CNV.The former can alleviate maxillary neuralgia of CNV and improve patients satisfaction.
3.Activation of Muscarinic Cholinergic Receptors Protects Cerebellar Granule Neurons from Dopamine-Induced Apoptosis via ERK Pathway
Xuemin WANG ; Pengxin QIU ; Xingwen SU ; Wenming LI ; Shoujian HUANG ; Guangmei YAN
Journal of Sun Yat-sen University(Medical Sciences) 2001;22(3):161-164,169
【Objective】To investigate the molecular mechanism of dopamine (DA)-induced apoptosis in cultured cerebellar granule neurons (CGNs) and the effect of muscarinic cholinergic receptor (mAChR) agonist carbachol on it.【Methods】The apoptosis of neurons was measured by phase-contrast microscopy,Hoechst 33258 nucleus staining and DNA fragmentation agarose gel electrophoresis.The neuronal viability was measured by fluorescein diacetate (FDA) staining.The activation of extracellular signal-regulated protein kinase (ERK) was determined by Western blot.【Results】Dopamine increases the phosphorylation of ERK and induces apoptosis in CGNs,which is blocked by both carbachol and PD 98059.The protective effect and the inhibiting ERK phosphorylation of carbachol were blocked by atropine.【Conclusion】DA-induced apoptosis in CGNs may be mediated by activation of ERK.Carbachol protects CGNs from DA-induced apoptosis by activating mAChR and subsequent inhibition of activation of ERK.
4.Effect of anti-CD59 on CVF-induced platelet activation
Xinxue LIAO ; Lichun WANG ; Hong MA ; Shoujian HUANG ; Weiyi MAI ; Chon FENG
Chinese Journal of Pathophysiology 1989;0(05):-
AIM: To study the reactions of human platelet to active complement and the effects of anti-CD59 on human platelet activation induced by complement. METHODS: By applying CVF to activate complement, the platelet aggregation and release reactions induced by activated complement with or without appling anti-CD59 with different doses to block the complement modulative protein CD59 in healthy individuals, were observed. RESULTS: CVF induced platelet release and significant and lasting metamorphosis in healthy individuals, but platelet aggregation was not observed. CVF-induced platelet metamorphosis showed positive linear correlation to lg concentration of CVF (r=0 970. P

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