1.Construction and verification of the prediction model of pulmonary infection in patients with aneurysmal subarachnoid hemorrhage after craniotomy
Shufang SHI ; Yanjun ZHANG ; Mingxia GUO ; Jingwen CHEN ; Kexing JI ; Xiaolong CHEN ; Jing ZHAO ; Xinmin DING
Chinese Journal of Practical Nursing 2025;41(34):2685-2693
Objective:To construct and verify a risk prediction model for pulmonary infection in patients with aneurysmal subarachnoid hemorrhage (aSAH) after craniotomy and clipping, providing theoretical basis and practical guidance for improving the quality of postoperative care.Methods:Using the convenience sampling method, a retrospective selection was made of 397 patients with aSAH after craniotomy and clipping who were hospitalized in the Department of Neurosurgery of Shanxi Bethune Hospital (Shanxi Academy of Medical Sciences) from January 2019 to December 2023 as the modeling group. They were randomly divided into the training set and the test set at a ratio of 7:3, with 278 cases in the training set and 119 cases in the test set. Patients were divided into the infection group and the non-infection group based on whether they developed pulmonary infection. Univariate analysis was used to model the risk factors of pulmonary infection after aSAH craniotomy and clamping in the group, and Lasso regression was used to construct a predictive model. A total of 119 patients with aSAH admitted to the neurosurgery department of the same hospital from January to April 2024 were selected for the external validation of the model. The predictive effect of the model was evaluated through the receiver operating characteristic (ROC) curve.Results:In the modeling group, there were 216 male patients and 181 female patients. The incidence of pulmonary infection was 38.54% (153/397). Finally, five influencing factors, namely stroke, Hunt-Hess classification, mechanical ventilation, indwelling nasogastric tube and the timing of initiating enteral nutrition, were included to construct a predictive model. The areas under the ROC curves of the nomogram prediction models of this model in the training set, test set, and external validation group were 0.859(95% CI 0.791-0.928), 0.843(95% CI 0.796-0.890), and 0.800(95% CI 0.711-0.889), respectively. The calibration curve shows that the model's prediction fits well with the actual situation and has a high degree of calibration. Decision curve analysis indicates that this model has high clinical application value under different risk thresholds. Conclusions:The risk prediction model for pulmonary infection in patients after craniotomy and clipping with aSAH has good discrimination and calibration, which can provide reference for medical staff to identify high-risk patients at an early stage and take preventive intervention measures.
2.Construction and verification of the prediction model of pulmonary infection in patients with aneurysmal subarachnoid hemorrhage after craniotomy
Shufang SHI ; Yanjun ZHANG ; Mingxia GUO ; Jingwen CHEN ; Kexing JI ; Xiaolong CHEN ; Jing ZHAO ; Xinmin DING
Chinese Journal of Practical Nursing 2025;41(34):2685-2693
Objective:To construct and verify a risk prediction model for pulmonary infection in patients with aneurysmal subarachnoid hemorrhage (aSAH) after craniotomy and clipping, providing theoretical basis and practical guidance for improving the quality of postoperative care.Methods:Using the convenience sampling method, a retrospective selection was made of 397 patients with aSAH after craniotomy and clipping who were hospitalized in the Department of Neurosurgery of Shanxi Bethune Hospital (Shanxi Academy of Medical Sciences) from January 2019 to December 2023 as the modeling group. They were randomly divided into the training set and the test set at a ratio of 7:3, with 278 cases in the training set and 119 cases in the test set. Patients were divided into the infection group and the non-infection group based on whether they developed pulmonary infection. Univariate analysis was used to model the risk factors of pulmonary infection after aSAH craniotomy and clamping in the group, and Lasso regression was used to construct a predictive model. A total of 119 patients with aSAH admitted to the neurosurgery department of the same hospital from January to April 2024 were selected for the external validation of the model. The predictive effect of the model was evaluated through the receiver operating characteristic (ROC) curve.Results:In the modeling group, there were 216 male patients and 181 female patients. The incidence of pulmonary infection was 38.54% (153/397). Finally, five influencing factors, namely stroke, Hunt-Hess classification, mechanical ventilation, indwelling nasogastric tube and the timing of initiating enteral nutrition, were included to construct a predictive model. The areas under the ROC curves of the nomogram prediction models of this model in the training set, test set, and external validation group were 0.859(95% CI 0.791-0.928), 0.843(95% CI 0.796-0.890), and 0.800(95% CI 0.711-0.889), respectively. The calibration curve shows that the model's prediction fits well with the actual situation and has a high degree of calibration. Decision curve analysis indicates that this model has high clinical application value under different risk thresholds. Conclusions:The risk prediction model for pulmonary infection in patients after craniotomy and clipping with aSAH has good discrimination and calibration, which can provide reference for medical staff to identify high-risk patients at an early stage and take preventive intervention measures.
3.Prediction of CT Radiomics in the Short-Term Efficacy of Gefitinib in Advanced Lung Adenocarcinoma
Yan WANG ; Shufang ZHAO ; Wenyu LI ; Fengying JI
Chinese Journal of Medical Imaging 2024;32(11):1118-1122,1133
Purpose To evaluate the short-term efficacy of Gefitinib based on the non-contrast CT radiomics model in patients with advanced lung adenocarcinoma before treatment.Materials and Methods Seventy-one patients with advanced lung adenocarcinoma and treated with Gefitinib in the First Affiliated Hospital of Harbin Medical University from January 2020 to May 2022 were retrospectively analyzed,the efficacy of the treatment was evaluated in the third month after receiving the treatment,and all patients were divided into the treatment-effective group(n=41)and the treatment-ineffective group(n=30)according to the criteria for evaluating the efficacy of solid tumors.All patients were randomized into the training group and the validation group according to 7∶3,the least absolute shrinkage and selection operator were used in the training group to screen the best radiomics features,and eight models were established,including K-proximity,Logistic regression,support vector machine,adaptive enhancement,gradient boosting,random forest,ensemble algorithm and Gaussian naive Bayes.The optimal model was selected by comparing the area under the receiver operating characteristic curve(AUC)and accuracy.The optimal model performance was tested in the validation group,the clinical usability of the best model was tested using decision curves,the accuracy of the predictive models was visualized using calibration curves.Results The seven best radiomics features were obtained by least absolute shrinkage and selection operator regression screening,the best model Logistic regression was selected in a variety of models,the AUC value of Logistic regression in the validation group was 0.774(95%CI 0.536-0.951),with a sensitivity of 0.846,a specificity of 0.556,an accuracy of 0.727,a recall of 0.846,and an F1-score of 0.733.Conclusion It is possible to screen out the sensitive population of advanced lung adenocarcinoma for targeted therapy based on CT radiomics models.
4.The establishment of Nomogram prognostic model for patients with non-metastasis renal cell carcinoma after the operation
Hongliang SHEN ; Xudong WANG ; Mingyi LI ; Ning WANG ; Yong AN ; Zhengguo JI ; Shufang SHI ; Shuhong ZHANG ; Peiqian YANG ; Ye TIAN
Chinese Journal of Urology 2018;39(4):245-250
Objective To investigate the prognostic factors of renal cell carcinoma and to establish a prognostic model for patients with non-metastasis renal cell carcinoma (RCC) after operation.Methods We retrospectively reviewed the clinical data of patients with RCC who underwent radical or partial nephrectomy from January 2008 to December 2012,including 392 males (67.6%) and 188 females (32.4%),with an average age of 56 years(range 24-86 years).The average diameter of tumor was 4.8 cm (range 1.5-17.5 cm).The pathological slides of tumor tissue were reviewed by pathologist,and the tissue microarray (TMA) were constructed.The immunohistochemical staining of TMA were carried out.All patients were followed up the prognosis information of the overall survival (OS),cancer specific survival (CSS) and progression free survival (PFS).Based on these data,univariate and multivariate analysis and survival analysis were performed.Independent prognostic factors related to different follow-up endpoints of patients were screened out.A Nomogram prognostic model for RCC was established and verified.Internal validation were performed by boots value analysis.Results Among 580 cases,160 cases (27.6%) accepted nephron sparing surgery and 420 cases (72.4%) radical nephrectomy,included 514 cases (88.6%) of laparoscopic surgery and 66 cases (11.4%) of open surgery.There were 468 cases of clear cell carcinoma (80.7%),56 cases of papillary carcinoma (9.7%),32 cases of chromophobe cell carcinoma (5.5%),24 patients with other subtypes of cancer cells (4.1%).In pathological staging,stage Ⅰ,Ⅱ,Ⅲ,Ⅳ were 442 cases (76.2%),88 cases (15.2%),48 cases (8.3%),2 cases (0.3%),respectively.There were 424 cases (73.1%) with high expression of CA9,and 156 cases (26.9%) with low expression.The median followup was 66 (4-82) months,and 41 cases (7.1%) were lost of follow-up.For 3 and 5 years,OS,CSS and PFS were 83.4%,88.2%,72.4% and 69.6%,73.0%,55.8% respectively.Multivariate analysis showed that tumor pathological subtypes,tumor stage,tumor diameter and positive expression of carbonic anhydrase 9 (CA9) were independent prognostic factors associated with the survival of RCC patients.The Nomogram prognostic model was established by the above four factors.The established Nomogram prognostic model for RCC patients was verified by Harrell's consistency index,and the c-index of OS,CSS and PFS of RCC patients were 0.72 (95% CI 0.69-0.75),0.77 (95% CI 0.74-0.81),0.79 (95% CI 0.76-0.83),respectively.Conclusions Tumor pathological subtypes,staging,tumor diameter and CA9 are independent risk factors for patients with non metastatic renal cell carcinoma.The established Nomogram prognostic model certified by internal validation should be tested by large samples and multicenter studies need tested.
5.Oral health self-management status and its influencing factors in adolescents receiving fixed orthodontics
Xiaofen LIU ; Shufang ZHANG ; Runyuan CHEN ; Mengting JI ; Jiali LIAO ; Yan ZHOU
Chinese Journal of Nursing 2017;52(8):944-948
Objective From knowledge,attitude,practice,and environment dimensions to investigate the status of oral health self-management in adolescents receiving fixed orthodontics and analyze its influencing factors.Methods A self-designed questionnaire developed from an evaluation index system for adolescents receiving fixed orthodontics was used to investigate 300 adolescent orthodontic patients in a stonatological hospital in Shanghai,who were 11 to 17 years old,receiving fixed orthodontics for more than three months.Results For adolescents receiving fixed orthodontics,self-management knowledge score was 0.99-±0.18,attitude score was 0.92±0.13,practice score was 1.11±0.21,and environment score was 0.66±0.15.The scores of oral health self-management knowledge,attitude,practice,and environment were significantly different between boys and girls(P<0.01).There was significant difference in the scores of oral health self-management practice in adolescents with different age(P<0.05).The scores of oral health selfmanagement were significantly different for adolescents with different stages of receiving fixed orthodontics(P<0.05).Multiple stepwise regression analysis showed that oral health self-management status was affected by gender and age.Conclusion The oral health self-management status of adolescents receiving fixed orthodontics needs to be further improved.Female adolescents have better oral health self-management status than male adolescents.The increasing of age cannot necessarily improve self-management status.Orthodontic time has the greatest influence on oral health self-management practice.Medical staffs can provide targeted health education and guidance based on the status and influencing factors for adolescent orthodontic patients in order to improve their oral health self-management status.
6.Effect of radiation dose of dual-source computed tomography dual energy single-phase enhanced scan in patients with esophageal cancer: a perspective study
Qiang LI ; Yutao WANG ; Mingming YU ; Hailin WANG ; Shufang CHENG ; He WU ; Zhifeng TIAN ; Jiansong JI
Chinese Journal of Digestive Surgery 2017;16(5):527-532
Objective To investigate the eftect of radiation dose of dual-source computed tomography (CT) dual energy single-phase enhanced scan in patients with esophageal cancer.Methods The prospective study was conducted.The clinicopathological data of 56 patients with esophageal cancer who were admitted to the Lishui Hospital of Zhejiang University between January 2015 and December 2016 were collected.All the patients were divided into the experimental group (undergoing dual-source CT dual energy single-phase enhanced scan) and control group (undergoing dual-phase CT enhanced scan) bv randomised block method.TNM classification of esophageal cancer (Seventh Edition) published by American Joint Committee on Cancer (AJCC) was used as a standard TNM staging.Two observers independently read films.All the patients underwent radical resection of esophageal cancer or palliative surgery,and then received adjuvant radiochemotherapy.Follow-up using outpatient examination and telephone interview was performed to detect postoperative survival of patients up to March 2017.Observation indicators:(1) consistencies of T staging,N staging and M staging;(2) accuracies of T staging,N staging and M staging (pathological results as a gold standard);(3) radiation dose of CT scan;(4) treatment and follow-up situations.The Kappa test was used for evaluating the consistency,κ≥0.75 as a good consistency,0.40≤κ<0.75 as a normal consistency and κ<0.40 as a poor consistency.Comparisons of count data and ratio were done by the chi-square test.Comparisons of measurement data were analyzed by the t test.Results A total of 50 patients were enrolled in the study,including 25 in the experimental group and 25 in the control group.(1) Consistencies of T staging,N staging and M staging:all the 50 patients finished successfully CT scans.Two observers considered that consistencies of T staging,N staging and M staging in the 2 groups were normal (κ =0.452,0.618,0.729,P<0.05).Consistencies of N staging and M staging were superior to T staging.(2) The pathological results were used as a gold standard.Accuracies of T staging,N staging and M staging in the experimental and control groups were 72%,76% and 88%,84% and 92%,88%,respectively,with no statistically significant difference between the 2 groups (x2 =0.10,0.37,0.50,P>0.05).(3) Radiation dose of CT scan:volume CT dose index (CTDIvol),dose length production (DLP) and effective radiation dose (E) were (10.35±2.01) mGy,(400.63± 34.13) mGy · cm,(5.61 ± 0.47) mSv in the experimental group and (3.55 ± 0.60)mGy,(140.66± 10.89) mGy · cm,(1.98±0.17) mSv in the control group,respectively.There were statistically significant differences in CTDIvol and E between the 2 groups (t =16.23,36.30,P<0.05).(4) Treatment and follow-up situations:of 50 patients,43 patients received treatments,including 32 undergoing radical resection (11 receiving postoperative adjuvant chemotherapy),6 undergoing palliative surgery,3 receiving single radiotherapy and 2 receiving single chemotherapy.Thirty-six of 43 patients were followed up for 3-18 months,with a median time of 6 months.During follow-up,1-year survival rate was 61.1%.Conclusion Dual-source CT dual energy single-phase enhanced scan in patients with esophageal cancer cannot reduce accuracy of TNM staging,but decreased effectively radiation dose.
7.Regulation of bone morphologenetic protein 4/Smad signaling pathway on the apoptosis of mouse primordial follicle oocytes
Haiyu ZHANG ; Xiaoli ZHANG ; Shufang JI ; Lujun BING ; Jing HAO
Acta Anatomica Sinica 2014;(3):375-382
Objective To explore the effect and mechanism of the bone morphologenetic protein 4 (BMP4)/Smad signaling pathway on the apoptosis of mouse primordial follicle oocytes .Methods Three-day-old Kunming mouse ovarine tissues were digested by the two-step enzymatic method to extract and purify oocytes .The cultured oocytes were divided into three groups: the normal culture medium (Con group), the medium with BMP4 (BMP4 group), and the medium with BMP4 and BMP4 inhibitor ( BMP4+inhibitor group ) .TUNEL was used to examine the effects of BMP 4 on the survival of the primordial follicle oocyte;Immunohistochemical staining and Real-time quantitative PCR were performed to investigate the expressions of p-Smad1/5/8, sohlh2, c-kit and foxo3a;siRNA interference, sohlh2 plasmid transfection and LY294002 treatments were performed to explore the mechanism of the BMP 4/Smad signaling pathway on the apoptosis of oocytes . Results TUNEL results demonstrated that the ratio of apoptotic oocytes in BMP 4 group was significantly lower than that in the Con group ( P <0.05 ) and the BMP4 +inhibitor group ( P <0.05 ); BMP4 significantly promoted the nuclear translocation of Smad and inhibited the nuclear translocation of foxo 3a, the mRNA and protein levels of sohlh2 and c-kit remarkably increased in BMP4 group.The effect of BMP4 on the oocyte survival was significantly repressed after sohlh 2 siRNA transfection.Sohlh2 overexpression up-regulated the expression of p-foxo3a, and this activity was abolished by LY 294002.Conclusion BMP4/Smad signaling pathway may inhibit primordial follicle oocyte apoptosis , via up-regulation of the expression of sohlh2 and c-kit, and then down-regulation of the nuclear translocation of foxo 3a.
8.The influence of congenital malformation of external and middle ear on the psychologic status of children patients.
Shufang JI ; Yongkang OU ; Yaodong XU ; Yiqing ZHENG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2014;28(7):450-452
OBJECTIVE:
This research focuses on the psychologic status of children patients with congenital malformation of external and middle ear by Achenbach's Child Behavior Checklist (CBCL) in order to explore the degree of the influence.
METHOD:
The 66 patients of 4-16 years old were assessed psychologic status with CBCL filled in by their parents according to their performance in half a year. Then calculated the detection rate of behav ioral disorders of these patients. Collected all patients' general information and Marx's grade of malformed ears. Then analyzed the relationship between the detection rate and these factors.
RESULT:
The detection rate of behavioral disorders of 4-16 years old patients, 21.21%, which is higher than that of Chinese norm. The Marx's grade and parents' mental stress relate with the behavioral disorders. In Logistic regression analysis, the value of Cox & Snell coefficient of the regression model is 0. 153. The detection rate of behavioral disorders in grade III patients (36.4%) is greater than that of grade II (4.3%), P = 0.004.
CONCLUSION
Congenital malformation of external and middle ear has an absolute influence on the patients' psychologic status, but its effect is only about 15% parts of the multitudinous influential factors. And grade III patients carry a high-risk for behavioral disorders.
Adolescent
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Child
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Child Behavior Disorders
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epidemiology
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Child, Preschool
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Ear, External
;
abnormalities
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Ear, Middle
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abnormalities
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Female
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Humans
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Male
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Psychology, Child
9.Pyodermatitis-pyostomatitis vegetans
Hongmei WANG ; Shufang QIAO ; Chun LIU ; Dan CHEN ; Yin XIAO ; Huaan JI
Chinese Journal of Dermatology 2013;46(10):736-737
A 42-year-old woman was admitted to the hospital for an 11-month history of pustular lesions of the mouth and lips as well as a 5-month history of pustules,ulcer,proliferative plaques on the head,neck and trunk.She had suffered from 8 years of ulcerative colitis.Dermatological examination revealed mild erosion of eyelids,swelling of buccal mucosa and oral lips,as well as typical snail track lesions formed by pustules,exudates and mucilage.There was a large pitchy proliferative plaque sized 20 cm × 10 cm with an elevated margin in the neck as well as palm-to persian walnut-sized proliferative plaques in the prothorax,armpit,periumbilical area and left inguinal area.Histopathology revealed epitheliomatous hyperplasia of the epidermis with the formation of eosinophilic microabscesses,and superficial dermal infiltrate with numerous neutrophils and eosinophils.Direct immunofluorescence tests for IgA,IgG,and C3 were negative.A diagnosis of pyodermatitis-pyostomatitis vegetans was made.The patient was given intravenous methylprednisolone 40 mg/day and symptomatic treatment,which leaded to a gradual subsidence of skin lesions.
10.Microsurgical treatment for tumors in jugular foramen and its around
Yaodong XU ; Yuefei DENG ; Yiqing ZHENG ; Suijun CHEN ; Yongkang QU ; Bin CHEN ; Shufang JI
Chinese Journal of Microsurgery 2008;31(6):414-416
Objective To explore the micresurgical techniques and outcome of tumors in jugular foramen and its around. Methods Eleven patients with jugular foramen tumors were operated through suboccipital-retrosigmoid approach (2 cases), jugular foramen approach (2 cases), temporal fossa approach (4 cases) and mastoid-cervical combined approach (3 cases). Results Nine tumors were totally removed and 2 were subtotally removed. Of those cases, there were 4 neurinoma, 4 paragangliome, I meningioma, 1 mucochondrosarcoma, and 1 low-differentiated carcinoma. Postoperative complications included transient cerebrespinal fluid leak(1 case) and new lower cranial nerve injury (2 cases). All cases were followed up for mere than 8 months. The postoperative hearing was improved in 1 case, stable in 6 cases, deteriorated in 4 cases. Postoperative facial paralysis of grade Ⅱ- Ⅲ occurred in 3 of 9 patients without facial paralysis, which recovered in half a year. Of 2 patients with facial paralysis before surgery, facial function was improved in 1 case and stable in 1 case. Conclusion Proper surgical approaches and micrceurgical techniques, which were adopted according to the types, the location, and the expansion of tumors, the function of facial nerve and lower cranial nerves, and hearing level, are good for reducing complications, exposing and removing jugular foramen tumors.

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