1.Two case reports of pediatric urinary non-Hodgkin lymphoma
Haiyan LIANG ; Hongcheng SONG ; Xingfeng YAO ; Bei WANG ; Ning LI ; Weiping ZHANG ; Ning SUN
Chinese Journal of Urology 2025;46(1):65-66
Pediatric urological non-Hodgkin lymphoma is relatively rare.When a single renal or ureteral tumor with multiple lymph node or bone metastases is present, it is very easy to be misdiagnosed as urinary tumor with metastasis, resulting in unnecessary radical nephrectomy. This paper reports two cases of non-Hodgkin lymphoma presenting with single urinary nodules. Case 1 was diagnosed with a 4.5cm tumor in the right kidney due to fever and fatigue. CT and PET-CT showed multiple bone destruction and lymph node metastasis. Renal biopsy was performed and ALK-positive anaplastic large cell lymphoma was diagnosed. Chemotherapy was effective for 6 months. Case 2 was diagnosed with left hydronephrosis due to intermittent low back pain for 2 weeks. Ultrasound examination revealed ureteral dilation with left hydronephrosis and low echo occupying of the lower ureter. The patient had sudden blurred vision before surgery. MRI examination revealed space occupying in the right optic nerve frame, and PET-CT found multiple bone, lymph nodes and nerve invasion. A lymph node biopsy was performed and Burkitt lymphoma was diagnosed. After 6 months of chemotherapy and radiotherapy, the tumor shrank significantly.
2.Construction of a nomogram prediction model for coronary in-stent restenosis based on LASSO-machine learning combined with CT-FFR
Wusiman GULINIGAER ; Weiping JIANG ; Yaqin TENG ; Jihong YU ; Zhenxiang WANG ; Liang YAO
Chinese Journal of Arteriosclerosis 2025;33(11):971-980
Aim Based on coronary CT-fractional flow reserve(CT-FFR)combined with machine learning methods,a nomogram prediction model for coronary in-stent restenosis(ISR)was developed to assess the risk of ISR.Methods Retrospective analysis was performed on patients who underwent re-examination after PCI at our hospital from January 2022 to January 2025.According to the exclusion criteria,a total of 210 patients were enrolled,including 100 cases of ISR and 110 cases of non-ISR.The dataset was randomly divided into training and test sets at a 7∶3 ratio.Af-ter univariate analysis to screen potential predictors,LASSO regression was applied to identify feature variables with non-ze-ro coefficients.Subsequently,three machine learning(ML)algorithms including random forest(RF),support vector machine(SVM),and extreme gradient boosting(XGB)were used to rank the importance of the significant factors.The intersection of the top 10 variables from each algorithm was used as input for bidirectional stepwise multivariate Logistic re-gression.An ISR risk score was then constructed and visualized using a nomogram.Results A total of 14 predictive factors were identified through LASSO regression,including diastolic blood pressure,C-reactive protein,triglycerides(TG),N-terminal pro-brain natriuretic peptide(NT-proBNP),low density lipoprotein cholesterol(LDLC),minimum stent diameter<3 mm,systolic blood pressure,△CT-FFR,CT-FFR,interleukin-6(IL-6),body mass index,glycosylated hemoglobin(HbA1c),history of hypertension,and high density lipoprotein cholesterol(HDLC).Following stepwise screening using three ML algorithms and Logistic regression,six independent risk factors for ISR were identified:elevated△CT-FFR,IL-6,NT-proBNP,TG and CT-FFR values,and minimum stent diameter<3 mm.The area under the curve for the training set and test set were 0.995(95%CI:0.989~1.000)and 0.965(95%CI:0.927~1.000),respectively.Decision curve analysis demonstrated high net benefit across threshold probabilities of 0~1.00 in the training set and 0~0.92 in the test set.The nomogram integrating these six predictors exhibited high accuracy and clinical utility.Con-clusion The ISR nomogram prediction model based on LASSO-ML combined with CT-FFR technology has high accuracy and clinical utility for ISR.
3.Two case reports of pediatric urinary non-Hodgkin lymphoma
Haiyan LIANG ; Hongcheng SONG ; Xingfeng YAO ; Bei WANG ; Ning LI ; Weiping ZHANG ; Ning SUN
Chinese Journal of Urology 2025;46(1):65-66
Pediatric urological non-Hodgkin lymphoma is relatively rare.When a single renal or ureteral tumor with multiple lymph node or bone metastases is present, it is very easy to be misdiagnosed as urinary tumor with metastasis, resulting in unnecessary radical nephrectomy. This paper reports two cases of non-Hodgkin lymphoma presenting with single urinary nodules. Case 1 was diagnosed with a 4.5cm tumor in the right kidney due to fever and fatigue. CT and PET-CT showed multiple bone destruction and lymph node metastasis. Renal biopsy was performed and ALK-positive anaplastic large cell lymphoma was diagnosed. Chemotherapy was effective for 6 months. Case 2 was diagnosed with left hydronephrosis due to intermittent low back pain for 2 weeks. Ultrasound examination revealed ureteral dilation with left hydronephrosis and low echo occupying of the lower ureter. The patient had sudden blurred vision before surgery. MRI examination revealed space occupying in the right optic nerve frame, and PET-CT found multiple bone, lymph nodes and nerve invasion. A lymph node biopsy was performed and Burkitt lymphoma was diagnosed. After 6 months of chemotherapy and radiotherapy, the tumor shrank significantly.
4.Construction of a nomogram prediction model for coronary in-stent restenosis based on LASSO-machine learning combined with CT-FFR
Wusiman GULINIGAER ; Weiping JIANG ; Yaqin TENG ; Jihong YU ; Zhenxiang WANG ; Liang YAO
Chinese Journal of Arteriosclerosis 2025;33(11):971-980
Aim Based on coronary CT-fractional flow reserve(CT-FFR)combined with machine learning methods,a nomogram prediction model for coronary in-stent restenosis(ISR)was developed to assess the risk of ISR.Methods Retrospective analysis was performed on patients who underwent re-examination after PCI at our hospital from January 2022 to January 2025.According to the exclusion criteria,a total of 210 patients were enrolled,including 100 cases of ISR and 110 cases of non-ISR.The dataset was randomly divided into training and test sets at a 7∶3 ratio.Af-ter univariate analysis to screen potential predictors,LASSO regression was applied to identify feature variables with non-ze-ro coefficients.Subsequently,three machine learning(ML)algorithms including random forest(RF),support vector machine(SVM),and extreme gradient boosting(XGB)were used to rank the importance of the significant factors.The intersection of the top 10 variables from each algorithm was used as input for bidirectional stepwise multivariate Logistic re-gression.An ISR risk score was then constructed and visualized using a nomogram.Results A total of 14 predictive factors were identified through LASSO regression,including diastolic blood pressure,C-reactive protein,triglycerides(TG),N-terminal pro-brain natriuretic peptide(NT-proBNP),low density lipoprotein cholesterol(LDLC),minimum stent diameter<3 mm,systolic blood pressure,△CT-FFR,CT-FFR,interleukin-6(IL-6),body mass index,glycosylated hemoglobin(HbA1c),history of hypertension,and high density lipoprotein cholesterol(HDLC).Following stepwise screening using three ML algorithms and Logistic regression,six independent risk factors for ISR were identified:elevated△CT-FFR,IL-6,NT-proBNP,TG and CT-FFR values,and minimum stent diameter<3 mm.The area under the curve for the training set and test set were 0.995(95%CI:0.989~1.000)and 0.965(95%CI:0.927~1.000),respectively.Decision curve analysis demonstrated high net benefit across threshold probabilities of 0~1.00 in the training set and 0~0.92 in the test set.The nomogram integrating these six predictors exhibited high accuracy and clinical utility.Con-clusion The ISR nomogram prediction model based on LASSO-ML combined with CT-FFR technology has high accuracy and clinical utility for ISR.
5.Multicenter retrospective analysis of the efficacy of neoadjuvant combined with adjuvant therapy in intrahepatic cholangiocarcinoma
Xianglin SONG ; Xiaodong SHI ; Hongzhi LIU ; Jianxing ZENG ; Weiping ZHOU ; Zhangjun CHENG ; Jianying LOU ; Shuguo ZHENG ; Xinyu BI ; Jianming WANG ; Wei GUO ; Fuyu LI ; Jian WANG ; Yamin ZHENG ; Jingdong LI ; Shi CHENG ; Yao HUANG ; Yongyi ZENG
Chinese Journal of General Surgery 2025;34(2):284-297
Background and Aims:Intrahepatic cholangiocarcinoma(ICC)is a highly malignant liver tumor,with an increasing incidence worldwide,particularly in Asia.Although radical surgical resection is currently the only potentially curative treatment,the high recurrence rate and low postoperative overall survival(OS)rate of ICC remain major clinical challenges.Adjuvant therapy(AT)and neoadjuvant therapy(NAT)are important strategies to reduce postoperative recurrence and prolong OS.Several studies have shown certain efficacy of these treatments.However,the specific efficacy and safety of combined NAT and AT in ICC treatment require further validation.This study was conducted to evaluate the value of combining NAT and AT in improving the therapeutic outcomes of ICC patients through a multicenter retrospective analysis,so as to provide scientific evidence for optimizing treatment strategies.Methods:The clinicopathologic data of 576 patients with ICC who underwent radical resection and were pathologically confirmed from 13 hospitals in China between December 2011 and December 2017 were retrospectively collected.Patients were grouped based on their treatment modality:NAT+AT group,AT group,and non-NAT/AT group.The three patient groups were matched pairwise in a 1∶1 ratio using propensity score matching(PSM)to balance baseline data.The Kaplan-Meier method was used to analyze OS and disease-free survival(DFS),and subgroup analyses were conducted according to the 8th edition of the AJCC TNM staging system.Results:A total of 395 ICC patients were included in the final analysis,with 42 patients(10.6%)in the NAT+AT group,62 patients(15.7%)in the AT group,and 291 patients(73.7%)in the non-NAT/AT group.Before PSM,significant differences were observed between groups in terms of CA19-9,liver function Child-Pugh classification,intraoperative blood loss,surgical margin,differentiation grade,vascular invasion,ECOG score,and lymph node dissection ratio(all P<0.05).After PSM,there were no significant differences in baseline characteristics between the groups(all P>0.05).After matching,the median OS and DFS in the NAT+AT group were significantly better than in the AT and non-NAT/AT groups(both P<0.05),while there were no significant differences in OS and DFS between the AT and non-NAT/AT groups(both P>0.05).Subgroup analysis showed that in TNM stage I patients,DFS in the NAT+AT group was significantly better than in the non-NAT/AT group(P<0.05),but OS was not significantly different(P>0.05).In TNM stage Ⅱ and Ⅲ patients,both OS and DFS in the NAT+AT and AT groups were significantly better than in the non-NAT/AT group(both P<0.05),and DFS in the NAT+AT group was significantly better than in the AT group in TNM stage Ⅲ patients(P<0.05).Conclusion:NAT combined with AT provides better survival benefits for patients with locally advanced ICC,but its benefit for early-stage ICC patients is limited.However,the retrospective design and sample size limitations of this study may affect the stability of the results,and future large-sample,multicenter,prospective studies are needed for further validation.
6.Multicenter retrospective analysis of the efficacy of neoadjuvant combined with adjuvant therapy in intrahepatic cholangiocarcinoma
Xianglin SONG ; Xiaodong SHI ; Hongzhi LIU ; Jianxing ZENG ; Weiping ZHOU ; Zhangjun CHENG ; Jianying LOU ; Shuguo ZHENG ; Xinyu BI ; Jianming WANG ; Wei GUO ; Fuyu LI ; Jian WANG ; Yamin ZHENG ; Jingdong LI ; Shi CHENG ; Yao HUANG ; Yongyi ZENG
Chinese Journal of General Surgery 2025;34(2):284-297
Background and Aims:Intrahepatic cholangiocarcinoma(ICC)is a highly malignant liver tumor,with an increasing incidence worldwide,particularly in Asia.Although radical surgical resection is currently the only potentially curative treatment,the high recurrence rate and low postoperative overall survival(OS)rate of ICC remain major clinical challenges.Adjuvant therapy(AT)and neoadjuvant therapy(NAT)are important strategies to reduce postoperative recurrence and prolong OS.Several studies have shown certain efficacy of these treatments.However,the specific efficacy and safety of combined NAT and AT in ICC treatment require further validation.This study was conducted to evaluate the value of combining NAT and AT in improving the therapeutic outcomes of ICC patients through a multicenter retrospective analysis,so as to provide scientific evidence for optimizing treatment strategies.Methods:The clinicopathologic data of 576 patients with ICC who underwent radical resection and were pathologically confirmed from 13 hospitals in China between December 2011 and December 2017 were retrospectively collected.Patients were grouped based on their treatment modality:NAT+AT group,AT group,and non-NAT/AT group.The three patient groups were matched pairwise in a 1∶1 ratio using propensity score matching(PSM)to balance baseline data.The Kaplan-Meier method was used to analyze OS and disease-free survival(DFS),and subgroup analyses were conducted according to the 8th edition of the AJCC TNM staging system.Results:A total of 395 ICC patients were included in the final analysis,with 42 patients(10.6%)in the NAT+AT group,62 patients(15.7%)in the AT group,and 291 patients(73.7%)in the non-NAT/AT group.Before PSM,significant differences were observed between groups in terms of CA19-9,liver function Child-Pugh classification,intraoperative blood loss,surgical margin,differentiation grade,vascular invasion,ECOG score,and lymph node dissection ratio(all P<0.05).After PSM,there were no significant differences in baseline characteristics between the groups(all P>0.05).After matching,the median OS and DFS in the NAT+AT group were significantly better than in the AT and non-NAT/AT groups(both P<0.05),while there were no significant differences in OS and DFS between the AT and non-NAT/AT groups(both P>0.05).Subgroup analysis showed that in TNM stage I patients,DFS in the NAT+AT group was significantly better than in the non-NAT/AT group(P<0.05),but OS was not significantly different(P>0.05).In TNM stage Ⅱ and Ⅲ patients,both OS and DFS in the NAT+AT and AT groups were significantly better than in the non-NAT/AT group(both P<0.05),and DFS in the NAT+AT group was significantly better than in the AT group in TNM stage Ⅲ patients(P<0.05).Conclusion:NAT combined with AT provides better survival benefits for patients with locally advanced ICC,but its benefit for early-stage ICC patients is limited.However,the retrospective design and sample size limitations of this study may affect the stability of the results,and future large-sample,multicenter,prospective studies are needed for further validation.
7.Rules of acupoints selection of acupuncture and moxibustion for treatment of epilepsy based on complex network and data mining
Yao YU ; Guangyu CHENG ; Weiping CHENG ; Jinyu WANG ; Didi CONG ; Ruoqi DU
Journal of Clinical Medicine in Practice 2024;28(2):43-48
Objective To explore the core acupoints and compatibility rules of acupuncture and moxibustion for epilepsy by using complex network method. Methods A prescription database was established through inclusion and exclusion criteria for searching literatures for databases from China National Knowledge Infrastructure, VIP, Wanfang, Web of Science, EMBASE, and Pubmed. SPSS Modeler software was used to analyze the frequency and correlation of acupoints, and Gephi0.10.1 software was used to establish a complex network model to explore the core acupoints and acupoint selection rules of prescriptions for epilepsy. Results Ultimately, 144 valid literatures were included, 199 prescriptions were extracted, involving 102 acupoints. Baihui acupoint had the highest frequency of use, specific acupoints were mainly Five-shu acupoint, the Eight Meridian Intersection acupoint, and the Back-shu acupoint. In selection of meridians, most acupoints were selected from governor meridian. Association rule analysis showed that Baihui-Taichong had the highest level of support and confidence. The analysis of complex network topology showed that 36 acupoints such as Baihui, Dazhui, Yaoqi and Fenglong were the core acupoints in the treatment of epilepsy by acupuncture and moxibustion. The analysis of acupoint communities revealed three major acupoint groups including governor meridian passing through treatment group, far and near matching acupoint group of the four limbs and head, and differentiation group of Zang-fu and body fluid for epilepsy treatment. Conclusion Acupoint compatibility of epilepsy by acupuncture and moxibustion should be mainly based on principle of the governor meridian combined with the differentiation of viscera and body fluid, and attention should be paid to distal-proximal point association.
8.Chinesization of the HEMO-FISS-QoL questionnaire and its reliability and validity
Songpeng SUN ; Shan JIA ; Fangfang XU ; Tianyu LI ; Zhiyun ZHANG ; Qiaorong CAO ; Xinjian LI ; Yao WU ; Weiping WAN ; Bin SHI ; Jianguo WANG ; Hong NI ; Longyu LIANG ; Xingxiao HUO ; Tianqing YANG ; Lei TIAN ; Ying TIAN ; Mei LIN ; Zhanjun WANG ; Yangyang ZHOU ; Hongchuan CHU ; Riyu LIAO ; Kuerban XIEYIDA ; Junhong LONG ; Shuxin ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(1):75-82
Objective:To evaluate the reliability and validity of the Chinese version of HEMO-FISS-QoL(HF-QoL) questionnaire (HF-QoL-C) in the Chinese population with hemorrhoids.Methods:From November 2021 to November 2022, a self-constructed general information questionnaire, HF-QoL-C, and the 36-item short form health survey (SF-36), Goligher classification, and Giordano severity of hemorrhoid symptom questionnaire (GSQ) were used to conduct a questionnaire survey on 760 hemorrhoid patients in the anorectal department of six hospitals. The data was analyzed for reliability and validity using SPSS 21.0 and AMOS 26.0 software.Results:The Cronbach's α coefficient of HF-QoL-C and its dimension ranged from 0.831 to 0.960, and the split coefficient was 0.832-0.915. Four common factors were extracted through principal component exploratory factor analysis. Confirmatory factor analysis indicated acceptable structural validity( χ2/ df=8.152, RSMEA=0.097, CFI=0.881, IFI=0.881, NFI=0.867). HF-QoL-C was correlated with SF36 and GSQ( r=-0.694, 0.501, both P<0.01). There were differences in the total score and dimensional scores of HF-QoL-C between surgical and drug treated patients, different grades of Goligher classification for hemorrhoidal disease, and different ranges of hemorrhoid prolapse (all P<0.001). No ceiling effect was found in the total score and the scores of each dimension(0.3%-2.0%). There was a floor effect in both psychological function and sexual activity dimensions (16.7%, 35.1%). Conclusion:HF-QoL-C has good reliability and validity, which can be used to measure the quality of life of Chinese hemorrhoid patients.
9.Risk factors of pharyngocutaneous fistula after total laryngectomy for hypopharyngeal carcinoma
Weiping YAO ; Yichun QIAN ; Wei CHEN ; Yuan ZHANG
Academic Journal of Naval Medical University 2024;45(12):1574-1578
Objective To investigate the risk factors of pharyngocutaneous fistula(PCF)after total laryngectomy for hypopharyngeal cancer.Methods The clinical data of 89 hypopharyngeal cancer patients,who underwent total laryngectomy in The Affiliated Cancer Hospital of Nanjing Medical University from Jan.2009 to Dec.2019,were retrospectively analyzed.The patients were divided into PCF group and non-PCF group.The risk factors of PCF related to patient,disease,and treatment were analyzed.Results Among the 89 patients,20 cases had postoperative PCF and 69 had no PCF.The overall incidence of PCF was 22.5%.Univariate analysis showed that the proportions of patients with diabetes mellitus(P=0.031),preoperative chemoradiotherapy(P=0.021),preoperative hypoalbuminemia(P=0.008),postoperative hypoalbuminemia(P=0.002),and flap repair(P=0.034)in the PCF group were significantly higher than those in the non-PCF group.Multivariate logistic regression analysis showed that postoperative albumin level was an independent protective factor for PCF(odds ratio=0.174,95%confidence interval 0.048-0.626,P=0.007).Conclusion The hypopharyngeal cancer patients with diabetes mellitus,perioperative hypoalbuminemia,or preoperative chemoradiotherapy are more likely to develop PCF after total larynegctomy.
10.Research on the current situation and influencing factors of nurses'clinical decision-making ability
Sale ZHANG ; Ying LI ; Lulu NIU ; Jing WANG ; Weiping MA ; Li SU ; Dejie CAO ; Wanxia YAO
Chinese Medical Ethics 2024;37(7):798-806
Objective:To investigate the current situation and influencing factors of clinical nurses'clinical decision-making ability,and provide a reference and evidence for improving and enhancing the correct clinical decision-making ability of clinical nurses.Methods:A total of 300 clinical nurses in Shaanxi Province were selected as the research subjects by using the convenience sampling method.The General Information Questionnaire,Clinical Decision-Making Scale,and Comprehensive Decision-Making Style Scale were used to conduct the investigation and study.The influencing factors of clinical nurses'clinical decision-making ability were analyzed by using single-factor analysis and multivariate linear regression.Results:The total score of clinical nurses'clinical decision-making ability was(163.85±13.78)points,reaching the high-level standard of clinical decision-making ability(146.68-200.00)points.The results of Spearman rank correlation analysis showed that there was a significant positive correlation between the total score and the score of each dimension of clinical decision-making ability and the score of rational decision-making style(P<0.05).The score of the dimension of searching for information or new information was only negatively correlated with the score of intuitive-impulsive decision-making style(P<0.05).Avoidant decision-making style was negatively correlated with the scores of seeking information or new information,clarifying goals and values,the total score of clinical decision-making ability,and the dimensions of finding alternative solutions(P<0.05).The results of multiple linear regression showed that rational decision-making style can positively affect clinical nurses'clinical decision-making ability,while avoidance decision-making style can negatively affect it.Conclusion:The clinical nurses'clinical decision-making ability has been maintained at a relatively constant high level,and it is greatly influenced by rational and avoidant decision-making styles.Medical managers need to organize targeted training activities and other measures to promote the construction of clinical nurses'rational decision-making style and minimize the influence of avoidant decision-making style,thus improving the clinical nurses'clinical decision-making ability.


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