1.Diagnostic value of a simplified confocal laser endomicroscopy healing score for deep remission in ulcerative colitis
Yue ZHENG ; Jixin ZHANG ; Jinwei WANG ; Yu TIAN ; Junxia LI ; Huahong WANG
Chinese Journal of Digestive Endoscopy 2025;42(5):384-390
Objective:To develop a simplified confocal laser endomicroscopy (CLE)-based healing scoring system for assistant diagnosis of deep remission in ulcerative colitis (UC).Methods:CLE images from consecutive UC patients in clinical remission or mild activity and healthy controls undergoing CLE at Peking University First Hospital from January 2017 to December 2019 were retrospectively analyzed. According to the diagnosis of inflammation in intestinal segments in the medical records of UC patients, CLE images were divided into two groups, the involved group (inflamed UC segment) and the control group (segments from healthy individuals and non-inflamed UC segments). CLE features differentiating the groups were identified, and univariable regression analysis was used to obtain indicators related to unhealed histological inflammation (Geboes score>2.0), forming a simplified CLE healing score using the significant indicators, and receiver operator characteristic (ROC) curve was drawn.Results:The study included 53 UC patients and 14 healthy controls, yielding 201 CLE segments (42 healthy, 69 non-inflamed, 90 inflamed). Eight CLE features differed significantly between the involved and the control groups ( P<0.001), including crypt distortion, crypt lumen irregularity, crypt proximity, crypt sparsity, crypt lumen fluorescein leakage, vascular fluorescein leakage, increased vessel diameter, and cellular infiltration. Univariable regression analysis indicated there were 4 indicators related to histological inflammation, including crypt distortion ( P=0.025, OR=3.613, 95% CI:1.174-11.114), crypt lumen irregularity ( P=0.021, OR=4.081, 95% CI: 1.233-13.511), crypt fluorescein leakage ( P=0.011, OR=5.486, 95% CI: 1.468-20.494) and increased vessel diameter ( P=0.002, OR=7.724, 95% CI: 2.062-28.938). These 4 indicators were combined to form a simplified CLE healing score and a ROC curve was plotted with AUC of 0.769 (95% CI:0.654-0.833). The optimal threshold for histological healing was the absence of all four features (score=0), with sensitivity and specificity of 83.1% (59/71) and 42.1% (8/19), respectively. Conclusion:The simplified CLE score demonstrates high sensitivity and correlates positively with histological healing, supporting its utility as an adjunct tool for assessing deep remission in UC.
2.Establishment and application of triplex TaqMan quantitative PCR for detection of blaNDM,mcr-1 and cfr
Wei YANG ; Haihang YU ; Yunmeng WANG ; Jue WANG ; Yu HAN ; Xiaoyue HU ; Zhiwei CHEN ; Junxia LU ; Ying GAO ; Ning ZHANG
Chinese Journal of Veterinary Science 2025;45(2):243-248,273
This study aims to simultaneously detect three antibiotic resistance genes(blaNDM,mcr-1 and cfr).A triplex fluorescence quantitative PCR method was established.Plasmids,primers and probes were designed and optimized.The method could specifically detect blaNDM,mcr-1 and cfr,but not other antibiotic resistance genes.The R2 of the standard curves of the three antibiotic re-sistance genes were all greater than 0.999,and the coefficients of variation were all lower than 1%.The lowest detection limits of the plasmids were 1 × 102 copies/μL.This method was used to de-tect 800 bacterial samples.The results showed that 32 samples contained mcr-1 gene,40 samples contained blaNDM gene,2 samples contained cfr gene,8 samples contained both mcr-1 and blaNDM genes.There were no samples carrying three antibiotic resistance genes detected.The results indica-ted that the triplex fluorescence quantitative PCR method established in this experiment had the advantages of high sensitivity,specificity and stability.It was suitable for rapid detection of blaNDM,mcr-1 and cfr antibiotic resistance genes in clinical practice.It provided a convenient and quick method basis for the detection of antibiotic resistance genes.
3.Early Recurrence Prediction Model for DLBCL based on Gaussian Mixture Model Bi-directional Clustering Resampling and Random Forest
Junxia WANG ; Yanbo ZHANG ; Hongmei YU
Chinese Journal of Health Statistics 2025;42(1):7-11,17
Objective We apply a class imbalance treatment method that can solve the between-class imbalance problem and the within-class imbalance problem of the minority class and the majority class at the same time.And combining it with RF classifier to achieve early recurrence prediction in DLBLC patients,which provided a reference for the treatment of DLBLC patients.Methods Firstly,we apply a class imbalance processing method based on Gaussian mixture model bi-directional clustering resampling to process the data.And compared with ROS,SMOTE,Borderline-1 SMOTE,Borderline-2 SMOTE,GMM oversampling,GMM undersampling,SMOTE+RUS,SMOTE+GMM and GMM+RUS.Afterwards,in order to verify the performance of RF,we use logistic regression and decision tree models as controls.Finally,the evaluation of the model is carried out in terms of discrimination and calibration.Results The RF model with GMM-GMM resampling achieved relatively optimal classification performance(accuracy=0.79,AUC=0.87,sensitivity=0.71,specificity=0.87,G-means=0.79,MSE=0.21).Conclusion GMM-GMM is superior to other traditional resampling methods,and combining it with the RF model for the prediction of early recurrence in DLBCL patients has achieved relatively good classification results,which can well realize the prediction of early recurrence in DLBCL patients.
4.Early Recurrence Prediction Model for DLBCL based on Gaussian Mixture Model Bi-directional Clustering Resampling and Random Forest
Junxia WANG ; Yanbo ZHANG ; Hongmei YU
Chinese Journal of Health Statistics 2025;42(1):7-11,17
Objective We apply a class imbalance treatment method that can solve the between-class imbalance problem and the within-class imbalance problem of the minority class and the majority class at the same time.And combining it with RF classifier to achieve early recurrence prediction in DLBLC patients,which provided a reference for the treatment of DLBLC patients.Methods Firstly,we apply a class imbalance processing method based on Gaussian mixture model bi-directional clustering resampling to process the data.And compared with ROS,SMOTE,Borderline-1 SMOTE,Borderline-2 SMOTE,GMM oversampling,GMM undersampling,SMOTE+RUS,SMOTE+GMM and GMM+RUS.Afterwards,in order to verify the performance of RF,we use logistic regression and decision tree models as controls.Finally,the evaluation of the model is carried out in terms of discrimination and calibration.Results The RF model with GMM-GMM resampling achieved relatively optimal classification performance(accuracy=0.79,AUC=0.87,sensitivity=0.71,specificity=0.87,G-means=0.79,MSE=0.21).Conclusion GMM-GMM is superior to other traditional resampling methods,and combining it with the RF model for the prediction of early recurrence in DLBCL patients has achieved relatively good classification results,which can well realize the prediction of early recurrence in DLBCL patients.
5.Establishment and application of triplex TaqMan quantitative PCR for detection of blaNDM,mcr-1 and cfr
Wei YANG ; Haihang YU ; Yunmeng WANG ; Jue WANG ; Yu HAN ; Xiaoyue HU ; Zhiwei CHEN ; Junxia LU ; Ying GAO ; Ning ZHANG
Chinese Journal of Veterinary Science 2025;45(2):243-248,273
This study aims to simultaneously detect three antibiotic resistance genes(blaNDM,mcr-1 and cfr).A triplex fluorescence quantitative PCR method was established.Plasmids,primers and probes were designed and optimized.The method could specifically detect blaNDM,mcr-1 and cfr,but not other antibiotic resistance genes.The R2 of the standard curves of the three antibiotic re-sistance genes were all greater than 0.999,and the coefficients of variation were all lower than 1%.The lowest detection limits of the plasmids were 1 × 102 copies/μL.This method was used to de-tect 800 bacterial samples.The results showed that 32 samples contained mcr-1 gene,40 samples contained blaNDM gene,2 samples contained cfr gene,8 samples contained both mcr-1 and blaNDM genes.There were no samples carrying three antibiotic resistance genes detected.The results indica-ted that the triplex fluorescence quantitative PCR method established in this experiment had the advantages of high sensitivity,specificity and stability.It was suitable for rapid detection of blaNDM,mcr-1 and cfr antibiotic resistance genes in clinical practice.It provided a convenient and quick method basis for the detection of antibiotic resistance genes.
6.Diagnostic value of a simplified confocal laser endomicroscopy healing score for deep remission in ulcerative colitis
Yue ZHENG ; Jixin ZHANG ; Jinwei WANG ; Yu TIAN ; Junxia LI ; Huahong WANG
Chinese Journal of Digestive Endoscopy 2025;42(5):384-390
Objective:To develop a simplified confocal laser endomicroscopy (CLE)-based healing scoring system for assistant diagnosis of deep remission in ulcerative colitis (UC).Methods:CLE images from consecutive UC patients in clinical remission or mild activity and healthy controls undergoing CLE at Peking University First Hospital from January 2017 to December 2019 were retrospectively analyzed. According to the diagnosis of inflammation in intestinal segments in the medical records of UC patients, CLE images were divided into two groups, the involved group (inflamed UC segment) and the control group (segments from healthy individuals and non-inflamed UC segments). CLE features differentiating the groups were identified, and univariable regression analysis was used to obtain indicators related to unhealed histological inflammation (Geboes score>2.0), forming a simplified CLE healing score using the significant indicators, and receiver operator characteristic (ROC) curve was drawn.Results:The study included 53 UC patients and 14 healthy controls, yielding 201 CLE segments (42 healthy, 69 non-inflamed, 90 inflamed). Eight CLE features differed significantly between the involved and the control groups ( P<0.001), including crypt distortion, crypt lumen irregularity, crypt proximity, crypt sparsity, crypt lumen fluorescein leakage, vascular fluorescein leakage, increased vessel diameter, and cellular infiltration. Univariable regression analysis indicated there were 4 indicators related to histological inflammation, including crypt distortion ( P=0.025, OR=3.613, 95% CI:1.174-11.114), crypt lumen irregularity ( P=0.021, OR=4.081, 95% CI: 1.233-13.511), crypt fluorescein leakage ( P=0.011, OR=5.486, 95% CI: 1.468-20.494) and increased vessel diameter ( P=0.002, OR=7.724, 95% CI: 2.062-28.938). These 4 indicators were combined to form a simplified CLE healing score and a ROC curve was plotted with AUC of 0.769 (95% CI:0.654-0.833). The optimal threshold for histological healing was the absence of all four features (score=0), with sensitivity and specificity of 83.1% (59/71) and 42.1% (8/19), respectively. Conclusion:The simplified CLE score demonstrates high sensitivity and correlates positively with histological healing, supporting its utility as an adjunct tool for assessing deep remission in UC.
7.Association between short-term exposure to atmospheric fine particulate matter and ozone and inflammatory indicators in peripheral blood of patients with pneumonia
Lulu SONG ; Qi YU ; Nannan LIU ; Yuhui GAO ; Zeyu NIU ; Yan ZHANG ; Huiqiu ZHENG ; Jiayu TIAN ; Junxia LIU ; Lifang ZHAO ; Zhihong ZHANG
Shanghai Journal of Preventive Medicine 2024;36(6):551-558
ObjectiveTo explore the association between short-term exposure to atmospheric fine particulate matter (PM2.5) and ozone (O3) and systemic inflammatory indicators in patients with pneumonia, and to identify the susceptible populations. MethodsFrom September 2018 to April 2020, data of 1 480 patients admitted for pneumonia was collected from a tertiary hospital in Taiyuan City. Generalized additive models (GAMs) were used to explore the associations between PM2.5 and O3 exposure and inflammatory indicators of patients with pneumonia; and to explore the susceptibility factors and susceptible populations to PM2.5 and O3 exposures through stratified analyses. ResultsThe short-term exposure to PM2.5 was associated with changes in peripheral blood C-reation protein (CRP), erythrocyte sedimentation (ESR), easinophil (EOS), neutrophil (NEU) and neutrophil-lymphocyte ratio (NLR) in patients with pneumonia, and there were different degrees of hysteresis effects, with the effect values reaching a maximum at lag03, lag03, lag0, lag03, lag03, respectively, which were 4.13% (95%CI: 0.43%‒7.84%), 3.10% (95%CI: 0.24%‒5.97%), 5.27% (95%CI: 3.12%‒7.42%), 1.85% (95%CI: 0.36%‒3.34%), and 2.53% (95%CI: 0.53%‒4.74%) for every 10 μg·m-3 of PM2.5. The changes in O3 concentration were associated with the elevation of peripheral blood PCT and ESR in patients with pneumonia, and their effect values all reached the maximum at lag01 d, every 1 μg·m-3 of O3 elevation increased by 0.38% (95%CI: 0.04%‒0.73%) and 0.47% (95%CI: 0.19%‒0.76%), respectively. Stratified analyses showed that the associations of PM2.5 with peripheral blood CRP, ESR, NEU, and NLR in pneumonia patients were more significant in males, the elderly, and those with onset in the cold season; the associations of O3 with peripheral blood PCT and ESR in pneumonia patients were more significant in the elderly and those with onset in the warm season, and the peripheral blood CRP and PCT in female patients with pneumonia were more susceptible to the changes of O3. ConclusionShort-term exposure to atmospheric PM2.5 and O3 are positively associated with changes in inflammatory indicators in patients with pneumonia, and the effects of PM2.5 on patients with pneumonia are more extensive than those of O3, with a longer lag effect. In addition, elderly patients with pneumonia are more sensitive to air pollution, male patients with pneumonia are more sensitive to PM2.5, and female patients with pneumonia are more sensitive to O3. Cold and warm seasons can exacerbate the effects of PM2.5 and O3 on inflammatory indicators in patients with pneumonia, respectively, and the patients must be protected well.
8.Treatment of Diabetic Retinopathy with Blood Stasis, Collateral Obstruction, and Qi and Yin Deficiency Syndrome with Tongluo Mingmu Capsules: A Randomized, Double-blind, and Multi-center Phase Ⅲ Clinical Trial
Junxia REN ; Yongzheng WANG ; Xiaofei LIU ; Li SUN ; Libo YANG ; Lie WU ; Fengmei LIAN ; Qiping WEI ; Lijuan WEI ; Jingsheng YU ; Jianke HAN
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(7):170-178
ObjectiveTo evaluate the clinical efficacy and safety of Tongluo Mingmu capsules in the treatment of diabetic retinopathy with blood stasis, collateral obstruction, and Qi and Yin deficiency syndrome. MethodA randomized, double-blind, positive-control, and multi-center clinical trial design method was used. 416 patients with diabetic retinopathy with blood stasis, collateral obstruction, and Qi and Yin deficiency syndrome in four test centers were included (the ratio of the treatment group to the control group was 3∶1). On the basis of standardized hypoglycemic treatment, the treatment group was given both four Tongluo Mingmu capsules and two Calcium Dobesilate capsule agents three times a day, while the control group were given both two Calcium Dobesilate capsules and four Tongluo Mingmu capsule agents three times a day. The course of treatment was 12 weeks. The curative effect of Tongluo Mingmu capsules was evaluated by comparing the comprehensive curative effect of diabetic retinopathy, traditional Chinese medicine(TCM) syndrome score, corrected visual acuity, fundus changes, fundus fluorescence angiography, and other curative effect indexes before and after treatment in the two groups. At the same time, general examination, laboratory examination, and adverse events were performed to evaluate the safety of the drug. ResultThe baseline demographic data and disease characteristics of the treatment group and the control group were balanced and comparable, with the difference not statistically significant. After 12 weeks of treatment, the total effective rate of the comprehensive curative effect of diabetic retinopathy in the treatment group (61.0%, 189/310) was better than that in the control group (44.1%, 45/102), and the difference was statistically significant (χ2=8.880, P<0.01). The total effective rate of TCM syndromes in the treatment group (88.4%, 259/293) was better than that in the control group (69.9%, 65/93), and the difference was statistically significant (χ2=17.927, P<0.01). The disappearance rate of dry eyes (χ2=8.305), dull complexion (χ2=4.053), lassitude (χ2=10.267), shortness of breath (χ2=8.494), and dry stool (χ2=8.657) in the treatment group was higher than that in the control group, and the difference between the groups was statistically significant (P<0.05, P<0.01). In terms of improving corrected visual acuity (χ2=8.382), fundus changes (χ2=6.026) , the treatment group was significantly better than the control group (P<0.05). During the trial, the incidence of adverse events in the treatment group and the control group was 1.3% and 2.9%, respectively. There was no significant difference between the two groups. In addition, there were no serious adverse events and adverse events leading to withdrawal in both groups. ConclusionTongluo Mingmu capsules can improve the comprehensive curative effect of diabetic retinopathy and enhance the efficacy of TCM syndromes, visual acuity, fundus changes, and fundus fluorescein angiography, with great safety. Therefore, it can provide a new alternative therapeutic drug for patients with diabetic retinopathy.
9.The feasibility and safety of simultaneous bilateral adrenal vein sampling using 4F-MPA1 catheter via right elbow vein access:preliminary results in 51 patients
Qingan LI ; Qinghe WANG ; Ming YU ; Luhong LI ; Junwei WEN ; Shuangyu SHEN ; Jiali CHU ; Junxia WU ; Yi JIN ; Yuanhao LI
Journal of Interventional Radiology 2024;33(2):176-181
Objective To discuss the feasibility and safety of simultaneous bilateral adrenal vein sampling(AVS)using two 4F-MPA1 catheters via right elbow vein access.Methods A total of 51 consecutive patients with primary aldosteronism,who received simultaneous bilateral AVS using two 4F-MPA1 catheters(one of the two catheters was shaped into pig tail figure)via right elbow vein access at Xiangyang Municipal Central Hospital between October 2021 and October 2022,were enrolled in this study.The used catheter,the success rate of simultaneous bilateral AVS,and the incidence of complications rate were calculated.Results The 4F-MPA1 catheter was used for all of the right AVS,while a specially shaped 4F-MPA1 catheter was used for the main trunk vein AVS of the left adrenal gland and the central vein AVS of the left adrenal gland.The success rate of simultaneous bilateral AVS was 92.2%(47/51).Adrenal hematoma occurred in one patient(1.96%).Conclusion The technique of simultaneous bilateral AVS using two 4F-MPA1 catheters via right elbow vein access is simple to operate,less traumatic,and clinically safe and feasible.However,due to the small sample used in this study,the clinical value of this technique still needs further investigation and verification.
10.Application of hydration therapy in patients with intermittent claudication in peripheral artery disease
Jiaxun RAO ; Qingmei NIU ; Ying YU ; Junxia DU ; Yukun HAO ; Shiting LIU ; Leiting HE ; Lange ZHANG ; Yu TIAN
Chinese Journal of Practical Nursing 2024;40(27):2097-2102
Objective:To explore the application effect of hydration therapy in patients with intermittent claudication (IC) of peripheral arterial disease, and to provide reference for clinical application.Methods:A randomized controlled trial method was used to select 86 patients with IC of peripheral arterial disease who attended the Department of Vascular Surgery of Shanxi Bethune Hospital from June to September 2023 as the study subjects by convenience sampling method, and they were divided into the control group and the intervention group by using the method of randomized numerical table, each group had 43 cases. In the control group, routine care was provided, and in the intervention group, hydration therapy was implemented on the basis of the control group. Ankle-brachial index, transcutaneous partial pressure of oxygen, and claudication distance were assessed in both groups 1d before and 6 months after the intervention.Results:Forty-two patients in each group completed the study, 21 males and 21 females, aged (61.33 ± 8.93) years in the intervention group; 24 males and 18 females, aged (61.33 ± 9.01) years in the control group. Compared with the ankle-brachial index, transcutaneous oxygen partial pressure and limp distance of the 2 groups 1 d before intervention, the differences were not statistically significant (all P>0.05), and 6 months after the intervention, the transcutaneous oxygen partial pressure of the patients in the intervention group was (37.69 ± 8.86) mmHg (1 mmHg=0.133 kPa), and that of the control group was (29.69 ± 7.79) mmHg, and the differences between the 2 groups were statistically significant ( t=4.40, P<0.05). The differences in patients′ transcutaneous partial pressure of oxygen and limp distance before and after intervention in the intervention group were -7.00 (-13.00, -1.75) mmHg and -50.00 (-100.00, 0.00) m, respectively, and in the control group were 0.01 (-1.00, 1.00) mmHg and 0.01 (-1.25, 20.00) m, respectively, and the differences between the 2 groups were statistically were statistically significant ( Z=5.59, 4.33, both P<0.05). Conclusions:Hydration therapy improves transcutaneous oxygen partial pressure values and claudication distance in patients with peripheral arterial disease IC, and improves microcirculation of the affected limbs in patients.

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