1.Clinical Questions Construction in Clinical Practice Guidelines: Based on Case-guided Approach
Yicheng GAO ; Zijin YU ; Yaqi WANG ; Rui FANG ; Cheng WANG ; Yuanyuan LI ; Yingjie DENG ; Xue BAI ; Wenyuan XIANG ; Yutong FEI
Medical Journal of Peking Union Medical College Hospital 2024;16(1):198-203
Currently, there are practical and technical difficulties in the construction of clinical questions in the development of clinical practice guidelines. Clinicians or guideline developers seldom construct clinical questions based the actual case scenario, leading to some information loss between structured and actual clinical connotation. To overcome this challenge, we proposed a case-guided questions construction approach, and carried out case research and verification in the formulation of the guideline. We found that this method could more efficiently and scientifically assist the formulation of clinical questions, and provide reference for clinicians or guideline developers.
2.Double Center,Randomized Controlled Study of Huoxue Xiaoyi Granule in Inhibiting Recurrence of Endometriosis after Conservative Surgery
Jumei SHI ; Yongjia ZHANG ; Xinchun YANG ; Qian HAN ; Zijin WANG ; Ruihua ZHAO
Journal of Nanjing University of Traditional Chinese Medicine 2024;40(7):733-739
OBJECTIVE To evaluate the efficacy and safety of Huoxue Xiaoyi Granule in inhibiting the recurrence of endometrio-sis(EMs)after conservative operation,and to provide evidence for Chinese medicine in inhibiting the recurrence of EMs.METHODS A total of 72 patients with qi-stagnation and blood-stasis after EMs operation were selected as the study objects and randomly divid-ed into the Chinese medicine group and the Western medicine group,36 cases in each group.The Chinese medicine group was treated with Huoxue Xiaoyi Granule,and the Western medicine group was treated with GnRH-α.The postoperative recurrence rate,TCM syn-drome score,carbohydrate antigen 125(CA125),dysmenorrhea score,pelvic pain score,pregnancy rate,serum sex hormones[estra-diol(E2),luteinizing hormone(LH),follicle stimulating hormone(FSH)]and safety indexes of the two groups were observed.RE-SULTS At 9 months and 12 months after surgery,the total TCM syndrome scores of the two groups of patients were significantly re-duced(P<0.05),and the Chinese medicine group was better than the Western medicine group(P<0.05);12 months later,the TCM total clinical curative rate in the Chinese medicine group was better than that in the Western medicine group;after surgery,the serum CA125 levels,dysmenorrhea scores and pelvic pain severity of the two groups of patients were significantly reduced(P<0.05,P<0.01);during treatment,the total incidence of adverse reactions in the Chinese medicine group was lower than that in the Western medicine group(P<0.01);the recurrence rate of the Chinese medicine group was slightly lower than that of the Western medicine group,but there was no statistical difference(P>0.05).CONCLUSION Huoxue Xiaoyi Granule can significantly improve TCM syndromes in patients with qi-stagnation and blood-stasis after EMs surgery.It is safe and has equivalent efficacy to GnRH-α in pre-venting postoperative recurrence of EMs,and worthy of clinical promotion and application.
3.CT radiomics nomogram for predicting Ki-67 expression of thymus epithelial tumors
Zhengping ZHANG ; Xiaojing HOU ; Zijin LIU ; Kede MI ; Zhitao WANG ; Shuping MENG ; Xingcang TIAN ; Li ZHU
Chinese Journal of Medical Imaging Technology 2024;40(11):1693-1697
Objective To observe the value of CT radiomics nomogram for predicting Ki-67 expression of thymus epithelial tumors.Methods Totally 163 patients with thymus epithelial tumor,including 114 patients in training set and 49 patients in validation set were retrospectively enrolled.The patients were further divided into low expression(<50%)and high expression(≥50%)subgroups according to Ki-67 index.Multivariate logistic regression analysis was performed to screen independent predicting factors of Ki-67 expression in thymus epithelial tumors,and clinical-CT model was constructed.The optimal radiomics features were extracted and screened based on chest plain and venous phase enhanced CT images,respectively.Then radiomics modelplain and radiomics modelenhanced were constructed,and Radscoreplain and Radscoreenhanced were calculated,respectively.The nomogram model was constructed based on clinical-CT model,Radscoreplain and Radscoreenhanced.Receiver operating characteristic curves were drawn,and the area under the curves(AUC)were calculated to evaluate the efficacy of each model for predicting Ki-67 expression of thymus epithelial tumors.Results Patient's gender and enhanced CT value of lesion were both independent predicting factors of Ki-67 expression in thymus epithelial tumors(both P<0.05).The AUC of clinical-CT model,radiomics modelplain,radiomics modelenhanced and nomogram model for predicting Ki-67 expression was 0.736,0.814,0.836 and 0.857 in training set,which was 0.746,0.746,0.750 and 0.799 in validation set,respectively.Conclusion CT radiomics nomogram could be used to predict Ki-6 7 expression of thymus epithelial tumors.
4.Study on the Mechanism of Tetrastigma hemsleyanum against Hepatocellular Carcinoma Based on Network Pharmacology,Molecular Docking and Experimental Verification
Yifei GU ; Zijin XU ; Ping WANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(11):51-59
Objective To explore the mechanism of Tetrastigma hemsleyanum(TH)in the treatment of hepatocellular carcinoma(HCC)through network pharmacology;To conduct experimental verification.Methods The active components and targets of TH were screened from CNKI,Wanfang Data,VIP,PubMed,Web of Science and TCMSP databases.OncoDB.HCC,GeneCards,OMIM and DrugBank databases were searched to collect HCC-related targets,and Cytoscape software was used to construct drug-active components-target-disease network.Protein-protein interaction(PPI)was analyzed using STRING database.The GO and KEGG pathway enrichment were analyzed using the Metascape database.AutoDock were used for molecular docking of key targets and their corresponding components.MTT colorimetric assay and cell morphology observation were used to detect the proliferation of human liver cancer HepG2 cells.Cell migration and invasion were observed through cell scratch experiment and Transwell chamber experiment.Annexin Ⅴ/PI double staining and flow cytometry were used to detect cell apoptosis,while RT-PCR and Western blot were used to detect related protein expression.Results The network pharmacological analysis showed that there were 16 active components in TH,228 action targets,and 157 targets related to HCC.JUN,AKT1,MAPK1 and TP53 would be the core targets of TH for the treatment of HCC.The core pathways were IL-17 signaling pathway,TNF signaling pathway,P53 signaling pathway,and PI3K-Akt signaling pathway,which were closely related to HCC.The molecular docking results showed that there was a good binding effect between the main active components and the core target of TH.The cell experiment results showed that each dose group of TH could significantly inhibit the proliferation,migration,and invasion of HepG2 cells,promote apoptosis,down-regulate the expressions of AP-1 and MAPK1,and up-regulate the expression of TP53.Conclusion TH can inhibit the proliferation,migration and invasion of HepG2 cells and promote their apoptosis.The mechanism may be related to the down-regulation of AP-1,MAPK1 protein expression and up-regulation of TP53 protein expression.
5.Application of different diagnostic methods for heart failure with preserved ejection fraction in maintenance hemodialysis patients
Taoran TAN ; Huili CHEN ; Ziqiu WANG ; Xiaoli ZHONG ; Chenni GAO ; Zijin CHEN ; Xiaonong CHEN
Chinese Journal of Nephrology 2024;40(7):511-519
Objective:To analyze the clinical application of different diagnostic methods for heart failure with preserved ejection fraction (HFpEF) in maintenance hemodialysis (MHD) patients.Methods:It was a single-center retrospective cohort study. Uremia patients who underwent hemodialysis at Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from July 2020 to June 2021 were enrolled. The demographic characteristics, laboratory indicators, and echocardiography parameters were collected. The 2016 European Society of Cardiology (ESC) criteria, H 2FPEF score [composite score based on weighted scores of heavy (H), hypertensive (H), atrial fibrillation (F), pulmonary hypertension (P), elder (E), and filling pressure (F)], and Heart Failure Association (HFA) -PEFF score [including pre-test assessment (P), echocardiography and natriuretic peptide score (E), functional testing (F) and final aetiology (F)] were used to diagnose HFpEF, respectively, and the difference of three diagnostic methods was compared. The association between HFpEF diagnosed by the three methods and poor outcomes (all-cause death, cardiovascular death) was analyzed. Results:A total of 160 MHD patients were included, whose age was (58.5±13.4) years, median dialysis age was 5.0 (2.3, 9.6) years, median H 2FPEF score was 2 (1, 3), median HFA-PEFF score was 4 (3, 5), and 92 (57.5%) were males. Of these patients, 118 patients (73.8%) met the 2016 ESC criteria for diagnosis of HFpEF, 4 (2.5%) met H 2FPEF score for diagnosis of HFpEF, and 56 (35.0%) met HFA-PEFF score for diagnosis of HFpEF. The consistency of three methods in diagnosing HFpEF was poor with κ values of 0.018 between ESC criteria and H 2FPEF score, 0.322 between ESC criteria and HFA-PEFF score, and 0.056 between H 2FPEF score and HFA-PEFF score. After a median follow-up of 2.6 years, 20 (12.5%) of the 160 MHD patients died. The Kaplan-Meier survival analysis showed a significant difference in mortality between patients diagnosed with HFpEF and those without using the H 2FPEF score (Log-rank test, χ2=6.95, P=0.008). After adjusting for demographic and clinical parameters, multivariate Cox regression analysis showed that HFpEF diagnosed by HFA-PEFF score was associated with all-cause mortality ( HR=2.73, 95% CI 1.07-6.98, P=0.036) and cardiovascular mortality ( HR=4.77, 95% CI 1.31-17.30, P=0.018). Conclusions:The 2016 ESC criteria, H 2FPEF score, and HFA-PEFF score have high heterogeneity and poor consistency in diagnosing HFpEF in MHD patients. Among the three diagnostic methods, only the diagnosis based on HFA-PEFF score is associated with the prognosis of MHD patients. The HFA-PEFF score can be used to assess the risk of HFpEF in MHD patients, and more clinical studies are needed to further verify it in the future.
6.Global burden and trends of lung cancer incidence and mortality.
Chao LI ; Shaoyuan LEI ; Li DING ; Yan XU ; Xiaonan WU ; Hui WANG ; Zijin ZHANG ; Ting GAO ; Yongqiang ZHANG ; Lin LI
Chinese Medical Journal 2023;136(13):1583-1590
BACKGROUND:
Lung cancer has been the leading cause of cancer-related deaths worldwide for many years. This study aimed to investigate the global patterns and trends of lung cancer.
METHODS:
Lung cancer incidence and mortality were derived from the GLOBOCAN 2020 database. Continuous data from Cancer Incidence in Five Continents Time Trends were used to analyze the temporal trends from 2000 to 2012 using Joinpoint regression, and average annual percent changes were calculated. The association between the Human Development Index and lung cancer incidence and mortality was assessed by linear regression.
RESULTS:
An estimated 2.2 million new lung cancer cases and 1.8 million lung cancer-related deaths occurred in 2020. The age-standardized incidence rate (ASIR) ranged from 36.8 per 100,000 in Demark to 5.9 per 100,000 in Mexico. The age-standardized mortality rate (ASMR) varied from 32.8 per 100,000 in Poland to 4.9 per 100,000 in Mexico. Both ASIR and ASMR were approximately twice higher in men than in women. The ASIR of lung cancer showed a downward trend in the United States of America (USA) between 2000 and 2012, and was more prominent in men. The age-specific incidence rates of lung cancer for ages of 50 to 59 years showed an upward trend in China for both men and women.
CONCLUSIONS
The burden of lung cancer is still unsatisfactory, especially in developing countries like China. Considering the effectiveness of tobacco control and screening in developed countries, such as the USA, there is a need to strengthen health education, accelerate the establishment of tobacco control policies and regulations, and improve early cancer screening awareness to reduce the future burden of lung cancer.
Male
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Humans
;
Female
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United States
;
Middle Aged
;
Incidence
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Lung Neoplasms/epidemiology*
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Linear Models
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China/epidemiology*
7.Mechanism of Saffron in Treatment of Parkinson's Disease Based on Network Pharmacology and Molecular Docking
Junjie GONG ; Zijin XU ; Ping WANG
Journal of Zhejiang Chinese Medical University 2023;47(12):1383-1394
[Objective]To investigate the therapeutic effect and molecular mechanism of Chinese medicine Saffron on Parkinson's disease(PD)based on network pharmacology and molecular docking.[Methods]The pharmacodynamic components of Saffron included in the analysis were determined through the pharmacological database and literature research of the Chinese medicine system.With the help of compound target database and disease target database,the corresponding targets of saffron components and PD targets were predicted,respectively.Enrichment analysis of compound-disease intersection targets was made by using R procedures and referencing correlated R-packages.Construction of protein-protein interaction(PPI)networks and analysis of node-related topological parameters.Simulate molecular docking to verify binding properties of representative compounds and key targets.The pharmacodynamic properties of Saffron acid on key targets were preliminarily evaluated by experiments.[Results]The 8 components of saffron with druggable potential corresponded to 279 targets,PD had 2 183 disease targets,and a total of 98 intersection targets of compounds and diseases were obtained.Enrichment analysis showed that the compound-disease intersection target was involved in biological processes such as reactive oxygen radical synthesis and metabolism,neuroinflammation and mitogen-activated protein kinase(MAPK)signaling pathway.The key targets identified by PPI network analysis were tumor necrosis factor(TNF)and signal transducer and activator of transcription 3(STAT3).Molecular docking showed that saffron glycosides and saffron acids had stronger binding activity with TNF.Experiments had shown that saffron acid can reduce the transcription levels of lipopolysaccharide-induced cytoinflammatory factor TNF,interleukin-1β(IL-1β)and inducible nitric oxide oxide synthase(iNOS).[Conclusion]Saffron can be used as a candidate for PD treatment,and its neuroprotective effect may involve the interaction and synergy of many targets and signaling pathways,which deserves special attention to the activity of saffron acid against central nervous system inflammation.
8.ChatGPT for shaping the future of dentistry: the potential of multi-modal large language model.
Hanyao HUANG ; Ou ZHENG ; Dongdong WANG ; Jiayi YIN ; Zijin WANG ; Shengxuan DING ; Heng YIN ; Chuan XU ; Renjie YANG ; Qian ZHENG ; Bing SHI
International Journal of Oral Science 2023;15(1):29-29
The ChatGPT, a lite and conversational variant of Generative Pretrained Transformer 4 (GPT-4) developed by OpenAI, is one of the milestone Large Language Models (LLMs) with billions of parameters. LLMs have stirred up much interest among researchers and practitioners in their impressive skills in natural language processing tasks, which profoundly impact various fields. This paper mainly discusses the future applications of LLMs in dentistry. We introduce two primary LLM deployment methods in dentistry, including automated dental diagnosis and cross-modal dental diagnosis, and examine their potential applications. Especially, equipped with a cross-modal encoder, a single LLM can manage multi-source data and conduct advanced natural language reasoning to perform complex clinical operations. We also present cases to demonstrate the potential of a fully automatic Multi-Modal LLM AI system for dentistry clinical application. While LLMs offer significant potential benefits, the challenges, such as data privacy, data quality, and model bias, need further study. Overall, LLMs have the potential to revolutionize dental diagnosis and treatment, which indicates a promising avenue for clinical application and research in dentistry.
Dentistry
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Artificial Intelligence
9.Changes in clinical practice of chronic kidney disease mineral and bone disorder in Shanghai
Zijin CHEN ; Haijin YU ; Gengru JIANG ; Shengqiang YU ; Weijie YUAN ; Qian SHEN ; Hao WANG ; Chen YU ; Chuanming HAO ; Yi WANG ; Feng DING ; Xiaonong CHEN
Chinese Journal of Nephrology 2021;37(7):545-551
Objective:To investigate the clinical practice of chronic kidney disease-mineral and bone disorder (CKD-MBD) in maintenance hemodialysis patients in Shanghai, and to better understand the changes of clinical practice for CKD-MBD.Methods:Sixty-four hospitals with qualified dialysis center in Shanghai were selected for questionnaire survey as of March 2019. The survey questionnaire included the number of hemodialysis and peritoneal dialysis patients, the implementation of CKD-MBD guidelines, the learning of CKD-MBD guidelines, the detection and distribution of CKD-MBD biochemical indicators, the treatment of hyperphosphatemia, the treatment of secondary heperparathyroidism (SHPT) and renal bone disease, and the concentration of calcium ion in dialysate. The results were compared with previous survey data in 2011.Results:There were sixty-three hospitals included in this study, with 10 168 maintenance hemodialysis patients and 4 610 maintenance peritoneal dialysis patients in Shanghai. 84.1%(53/63) hospitals implemented the guidelines smoothly, which increased by 28.5% compared with the rate (55.6%) of 2011. The successful implementation rates for guidelines in secondary and tertiary hospitals were 83.3%(25/30) and 84.8%(28/33) , which increased by 44.0% and 11.7% respectively (39.3% of secondary hospitals and 73.1% of tertiary hospitals in 2011). All hospitals carried out the detection for serum calcium and phosphorus. The rate for parathyroid hormone (PTH), total alkaline phosphatase (AKP), bone specific alkaline phosphatase (BAP), 25-hydroxy vitamin D[25(OH)D], and other bone metabolism-related biomarkers were 98.4%(62/63), 90.5%(57/63), 19.0%(12/63), 90.5%(57/63) and 42.9%(27/63), respectively; coronary artery CT, lumbar lateral X-ray plain, echocardiography, bone mineral density, and vascular ultrasound were carried out in 68.3%(43/63), 74.6%(47/63), 100.0%(63/63), 68.3%(43/63)and 69.8%(44/63), respectively. Compared with 2011, the proportion of detection for PTH, AKP, BAP, 25(OH)D, coronary artery CT, lumbar lateral film and echocardiography increased by 2.1%, 1.6%, 0.5%, 47.9%, 14.6%, 20.9% and 1.9%, respectively. The proportion of patients with serum phosphorus ranging in 0.80-1.45 mmol/L(KDIGO guideline), serum phosphorus ranging in 0.80-1.78 mmol/L(KDOQI guideline), calcium ranging in 2.10-2.54 mmol/L, and PTH ranging in 150-600 ng/L were 37.0%(3 323/8 969), 50.7%(4 571/9 018), 60.2%(5 568/9 244) and 33.2%(3 018/9 087). Compared with 2011(39.6%, 53.5% and 34.1%), the proportion of patients with ideal serum phosphorus (0.80-1.78 mmol/L) and calcium (2.10-2.54 mmol/L) levels increased by 11.1% and 6.7% respectively, and the proportion with PTH 150-300 ng/L decreased by 0.9%. The proportion of hospitals for using non-calcium phosphate binders (lanthanum carbonate from 1.9% to 87.3% and sevelamer carbonate from 14.8% to 63.5%) and surgical treatment (from 38.9% to 68.3%) for SHPT dramatically increased.Conclusions:Through the availability of medicine increases, and nephrologists gain deeper understanding in management and treatment of CKD-MBD, the detection rate for CKD-MBD indicators and the eligible rate have significantly improved compared with those in 2011. However, the comprehensive management of CKD-MBD in Shanghai still faces great challenges. It is still necessary to further improve eligible rate for serum phosphorus and iPTH, so as to provide more evidences and management strategies for integrated management of end-stage renal disease and prevention of abnormal calcium and phosphorus metabolism in patients.
10.Value of albumin-bilirubin score combined with neutrophil count and procalcitonin in ascites in predicting spontaneous bacterial peritonitis in patients with cirrhotic ascites
Ping JIANG ; Rencheng DOU ; Zijin CUI ; Yinni TONG ; Chen LI ; Shanshan JIANG ; Yun BAI ; Jimin ZHENG ; Cunkai WANG ; Yuzhen WANG
Journal of Clinical Hepatology 2021;37(9):2097-2101
Objective To investigate the risk factors for spontaneous bacterial peritonitis (SBP) in patients with cirrhotic ascites, and to establish a new model for predicting the development of SBP. Methods A total of 215 patients who were diagnosed with cirrhotic ascites in Hebei General Hospital from September 2016 to September 2020 were enrolled, and according to the presence or absence of SBP, they were divided into SBP group with 55 patients and non-SBP group with 160 patients. Related clinical data were collected and albumin-bilirubin (ALBI) score, Model for End-Stage Liver Disease (MELD) score, MELD combined with serum sodium concentration (MELD-Na) score, and Child-Pugh score were calculated. The t -test or the Mann-Whitney U test was used for comparison of continuous data between two groups, and the chi-square test was used for comparison of categorical data between two groups; a multivariate logistic regression analysis was used to screen out independent risk factors, and the receiver operating characteristic (ROC) curve was plotted to evaluate the performance of ALBI score, procalcitonin (PCT), polymorphonuclear neutrophil (PMN) count in ascites, and the ALBI-PMN-PCT combined model in the diagnosis of SBP. Results Compared with the SBP group, the non-SBP group had a significantly higher concentration of Na + ( Z =-3.414, P =0.001) and significantly lower total bilirubin ( Z =-2.720, P =0.007), creatinine ( Z =-1.994, P =0.046), urea nitrogen ( Z =-2.440, P =0.015), C-reactive protein ( Z =-9.137, P < 0.001), PCT ( Z =-8.096, P < 0.001), prothrombin time ( Z =-1.969, P =0.049), international normalized ratio ( Z =-2.073, P =0.038), PMN ( Z =-8.292, P < 0.001), MELD score ( Z =-2.736, P =0.006), MELD-Na score ( Z =-3.188, P =0.001), Child-Pugh score ( Z =-3.419, P =0.001), and ALBI score ( t =-5.010, P < 0.001), and there were also significant differences between the two groups in the presence or absence of gastrointestinal bleeding or hepatic encephalopathy ( χ 2 =16.551 and 8.142, P < 0.001 and P =0.004). The multivariate logistic regression analysis showed that ALBI score (odds ratio [ OR ]=3.460, 95% confidence interval [ CI ]: 1.296-9.240, P =0.013), PMN ( OR =1.012, 95% CI : 1.007-1.017, P < 0.001), and PCT ( OR =6.019, 95% CI : 2.821-12.843, P < 0.001) were independent risk factors for SBP in patients with cirrhotic ascites. The ROC curve showed that ALBI, PCT, PMN, and ALBI-PMN-PCT had areas under the ROC curve of 0.711, 0.866, 0.875, and 0.934, respectively, in the diagnosis of SBP, with sensitivities of 50.91%, 73.36%, 72.73%, and 89.09%, respectively, and specificities of 86.87%, 81.25%, 100.00%, and 91.87%, respectively. The patients with ALBI-PMN-PCT > 0.272 had an increased risk of developing SBP. Conclusion The ALBI-PMN-PCT combined model has a high value in predicting the onset of SBP in patients with cirrhotic ascites.

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