1.Correlations of Eotaxin-1, rheumatoid factor and anti-cyclic citrullinated peptide antibody with the activity of rheumatoid arthritis
Chuanli LI ; Yanqun WANG ; Miao GUO
Chinese Journal of Clinical Laboratory Science 2017;35(1):28-30
Objective To investigate the correlations of Eotaxin-1,rheumatoid factor (RF) and anti-cyclic citrullinated peptide (CCP) antibody with the activity of rheumatoid arthritis (RA).Methods A total of 58 patients with early RA,46 patients without RA and 53 healthy controls from our hospital during December 2014 and December 2015 were enrolled in our study.The activity of RA was evaluated by the swollen joint count (SJC),tender joint count (TJC) and DAS28 score.The levels of serum Eotaxin-1 and antiCCP antibody were detected by ELISA and serum RF levels were determined by the immunological turbidimetry.The comparisons of serum Eotaxin-1,anti-CCP antibody and RF levels between different groups were performed with ANOVA and their correlations with SJC,TJC and DAS28 score were analyzed by Spearman rank correlation.Results The levels of Eotaxin-1,anti-CCP antibody and RF in RA patients were (96.02 ± 2 1.07) pg/mL,(183.42 ± 87.45) U/mL and (119.09 ± 62.30) RU/mL,respectively,which were significantly higher than those in the patients without RA and healthy controls (P < 0.01).The levels of serum Eotaxin-1 in RA patients were significantly related to TJC,SJC and DAS28 score (P < 0.01),while the levels of anti-CCP antibody were related to TJC and DAS28 score.The levels of RF were only related to DAS28 score.Conclusion The levels of serum Eotaxin-1 and anti-CCP antibody in RA patients are significantly correlated with the activity of RA,which may be new serum markers to monitor the activity of RA.
2.Preliminary practice of the resident physicians in specialized hospital participating in the stan-dardized clinical resident training in general hospital
Huijuan DUAN ; Chuanli WANG ; Qinghong LI ; Yan TANG
Chinese Journal of Medical Education Research 2006;0(12):-
The significance for specialized hospital's resident physicians participating in the standardized clinical resident training in general hospital is expounded and its existing prob-lems are pointed out.It is suggested that the administration division should give full play to subjective initiative,coordinate problem solving and improve training quality,and meanwhile speciality hospitals should make an active effort in the application for national subspeciality physician training base.
3.Performance and application of droplet digital polymerase chain reaction in rapid diagnosis of bloodstream infections
Guiling LI ; Chunmei LIU ; Chuanli REN
Journal of Clinical Medicine in Practice 2024;28(12):7-11,17
Objective To validate the performance of droplet digital polymerase chain reaction(ddPCR)reagents using clinical and standard strains,and to evaluate the effectiveness and practica-bility of ddPCR technology in clinical applications.Methods The concordance rate,specificity,pre-cision,and lower limit of detection of the ddPCR kit were validated using clinical and standard strains.Blood samples from 74 patients with suspected bloodstream infections were collected,and both ddPCR and blood culture methods were used to determine the pathogens in the patient's blood samples.Results The average detection time of ddPCR for pathogens of bloodstream infection was 3.5 hours,which was able to complete the detection of over a dozen common pathogens simultaneously.The con-cordance rate,specificity,precision,and lower limit of detection of the ddPCR kit for bloodstream in-fection pathogens all met clinical requirements.Among the 74 patients with suspected bloodstream in-fections,the positive detection rate using the ddPCR method was 64.86%,while was 40.54%using blood culture,with a statistically significant difference(P<0.05).Conclusion The method of ddPCR can detect common pathogens of bloodstream infections rapidly,efficiently,and in large quantities,and its main detection performance can meet clinical needs.The combination of blood culture and ddPCR technology is conductive to early and rapid diagnosis of clinical bloodstream infection patients.
4.Heart failure prediction model based on machine learning algorithms
Chuanli HU ; Xiaosong HE ; Jiang ZHAO ; Hua LI
Basic & Clinical Medicine 2024;44(6):845-852
Objective To construct a model of heart failure risk prediction based on four machine learning algo-rithms in order to support early diagnosis and intervention.Methods After reviewing the heart failure dataset pub-lished on the Kaggle community,feature selection was used to select relevant factors related to heart failure as pre-dictive indicators.Four machine learning algorithms,namely logistic regression,support vector machine,random forest,and XGBoost were selected to establish predictive models.Compared and analyzed its accuracy,precision,recall,F1 score and area under the ROC curve(AUC)to verify the performance of the model.Results The study analyzed 11 features of 918 patients with heart failure and selected 10 feature factors for modeling.After optimizing the hyper-parameters through grid search,the XGBoost model performed the best,with accuracy,precision,recall,and f1_score and AUC values were 87.5%,90.38%,89.71%,90.04%and 0.93,respectively.In addition,data analysis showed that exercise ST slope,chest pain type,and exercise induced angina were main influencing factors for heart failure.Conclusions The XG Boost model has the best predictive tool for heart failure,and machine learning algorithms may support early prevention,early diagnosis as well as control of heart failure.
5.Performance and application of droplet digital polymerase chain reaction in rapid diagnosis of bloodstream infections
Guiling LI ; Chunmei LIU ; Chuanli REN
Journal of Clinical Medicine in Practice 2024;28(12):7-11,17
Objective To validate the performance of droplet digital polymerase chain reaction(ddPCR)reagents using clinical and standard strains,and to evaluate the effectiveness and practica-bility of ddPCR technology in clinical applications.Methods The concordance rate,specificity,pre-cision,and lower limit of detection of the ddPCR kit were validated using clinical and standard strains.Blood samples from 74 patients with suspected bloodstream infections were collected,and both ddPCR and blood culture methods were used to determine the pathogens in the patient's blood samples.Results The average detection time of ddPCR for pathogens of bloodstream infection was 3.5 hours,which was able to complete the detection of over a dozen common pathogens simultaneously.The con-cordance rate,specificity,precision,and lower limit of detection of the ddPCR kit for bloodstream in-fection pathogens all met clinical requirements.Among the 74 patients with suspected bloodstream in-fections,the positive detection rate using the ddPCR method was 64.86%,while was 40.54%using blood culture,with a statistically significant difference(P<0.05).Conclusion The method of ddPCR can detect common pathogens of bloodstream infections rapidly,efficiently,and in large quantities,and its main detection performance can meet clinical needs.The combination of blood culture and ddPCR technology is conductive to early and rapid diagnosis of clinical bloodstream infection patients.
6.Research progress on non-alcoholic fatty liver disease animal models
Hongli YANG ; Guide GAO ; Chuanli LIU ; Fajuan RUI ; Zhaoyang GUO ; Wanhua REN ; Jie LI
Chinese Journal of Hepatology 2021;29(8):812-816
In recent years, with the changes in living standards and dietary structure, the incidence of non-alcoholic fatty liver disease has been increasing year by year in China, and the incidence rate in the general population is as high as 29.81%. An increasingly epidemiological evidence suggests that non-alcoholic fatty liver disease has become one of the causes of increasing liver cirrhosis and liver cancer. However, its etiology and pathogenesis are complex and have not yet been fully elucidated. Therefore, establishing an appropriate non-alcoholic fatty liver disease animal models for pre-clinical research is essential to elucidate its pathogenesis. This article summarizes the latest research progress of non-alcoholic fatty liver disease animal models, which are common at home and abroad in recent years.
7.Effect of long-chain fat emulsion on perioperative nutritional status of patients with low rectal cancer
Shang LI ; Chongren REN ; Haoliang ZHAO ; Bingmei CHANG ; Chuanli YANG ; Jinxi WANG
Cancer Research and Clinic 2021;33(8):618-622
Objective:To explore the effect of long-chain fat emulsion in parenteral nutrition therapy on the perioperative nutritional status of patients with low rectal cancer.Methods:A total of 204 patients who underwent rectal cancer surgery in the Third Hospital of Shanxi Medical University from January 2017 to June 2020 were retrospectively analyzed. The patients were divided into two groups according to the specific nutritional treatment methods, 100 cases in the study group used long-chain fat emulsion for parenteral nutrition support, and 104 cases in the control group used medium- and long-chain fat emulsion injection. After admission, the nutritional status of patients were evaluated according to the results of Scored Patient-Generated Subjective Global Assessment (PG-SGA) and related laboratory tests. At 7th day before the operation, the patients were treated with nutrition and electrolyte support. Parenteral nutrition and enteral nutrition combined treatment and early enteral nutrition were given after the operation. The albumin, prealbumin, retinol-binding protein, total cholesterol and body mass index (BMI) at 7th day before the operation, 1st day after the operation and 7th day after the operation and the patient's first exhaust time after surgery, occurrence of postoperative complications, postoperative fever and total hospital stay were recorded and compared between the two groups.Results:Postoperative first exhaust time [(42±11) h vs. (54±10) h], fever time [(48±8) h vs. (57±7) h], total hospital stay [(16.0±0.7) d vs. (18.0±0.9) d)], resting energy expenditure at the 7th day after surgery [(5 326±589) kJ/d vs. (5 840±599) kJ/d] and total cholesterol at the 7th day after surgery [(4.8±0.3) mmol/L vs. (5.0± 0.4) mmol/L] in the study group were lower than those in the control group, and albumin [(33±3) g/L vs. (28± 3) g/L], prealbumin [(0.189±0.041) g/L vs. (0.164±0.037) g/L] and retinol-binding protein [(0.039±0.016) g/L vs. (0.032±0.013) g/L] at the 7th day after surgery in the study group were higher than those in the control group, and the differences between the two groups were statistically significant (all P < 0.05). There was no statistical difference in other detection indexes between the two groups (all P > 0.05). Conclusion:The use of long-chain fat emulsion in low rectal cancer patients with malnutrition during the perioperative period may be more conducive to the recovery of the body.
8.Effect of high expression of polypyrimidine tract-binding protein-associated splicing factor on retinal microvascular endothelial cells
Jingli LIANG ; Zhenyu KOU ; Jingjing CAO ; Hui LI ; He TENG ; Aihua LIU ; Chuanli ZHANG ; Lijie DONG
Chinese Journal of Ocular Fundus Diseases 2023;39(4):324-329
Objective:To observe the effect of high expression of polypyrimidine tract-binding protein-associated splicing factor (PSF) on low concentration of 4-hydroxynonenal (4-HNE) induced human retinal microvascular endothelial cells (HRMECs), and explore the possible mechanism.Methods:The HRMECs cultured in vitro were divided into 4-HNE treated group, PSF overexpression group combined with 4-HNE group (PSF+4-HNE group), PSF overexpression+ML385 treatment combined with 4-HNE group (PSF+ML385+4-HNE group), and 4-HNE induced PSF overexpression group with LY294002 pretreatment (LY294002+4-HNE+PSF group). Cell culture medium containing 10 μmmol/L 4-HNE was added into 4-HNE treatment group, PSF+4-HNE group, PSF+ML385+4-HNE group for 12 hours to stimulate oxidative stress. 1.0 μg of pcDNA-PSF eukaryotic expression plasmid were transfected into PSF+4-HNE group and PSF+ML385+4-HNE group to achieve the overexpression of PSF. Also cells were pretreated with ML385 (5 μmol/L) for 48 hours in the PSF+ML385+4-HNE group, meanwhile within the LY294002+4-HNE+PSF group, after pretreatment with LY294002, cells were treated with plasmid transfection and 4-HNE induction. Transwell detects the migration ability of PSF to HRMECs. The effect of PSF on the lumen formation of HRMECs was detected by using Matrigel in vitro three-dimensional molding method. Flow cytometer was used to detect the effect of PSF overexpression on reactive oxygen (ROS) level in HRMECs. Protein immunoblotting was used to detect the relative expression of PSF, nuclear factor E2 related factor 2 (Nrf2), heme oxygenase-1 (HO-1) protein, and phosphoserine threonine protein kinase (pAkt) protein. The comparison between the two groups was performed using a t-test. Results:The number of live cells, migrating cells, and intact lumen formation in the 4-HNE treatment group and the PSF+4-HNE group were 1.70±0.06, 0.80±0.13, 24.00±0.58, 10.00±0.67, and 725.00±5.77, 318.7±12.13, respectively. There were significant differences in the number of live cells, migrating cells, and intact lumen formation between the two groups ( t=12.311, 15.643, 17.346; P<0.001). The results of flow cytometry showed that the ROS levels in the 4-HNE treatment group, PSF+4-HNE group, and PSF+ML385+4-HNE group were 816.70±16.67, 416.70±15.44, and 783.30±17.41, respectively. There were statistically significant differences between the two groups ( t=16.311, 14.833, 18.442; P<0.001). Western blot analysis showed that the relative expression levels of pAkt, Nrf2, and HO-1 proteins in HRMECs in the 4-HNE treatment group, PSF+4-HNE group and LY294002+4-HNE+PSF group were 0.08±0.01, 0.57±0.04, 0.35±0.09, 0.17±0.03, 1.10±0.06, 0.08±0.11 and 0.80±0.14, 2.50±0.07, 0.50±0.05, respectively. Compared with the PSF+4-HNE group, the relative expression of pAkt, Nrf2, and HO-1 proteins in the LY294002+4-HNE+PSF group decreased significantly, with significant differences ( t=17.342, 16.813, 18.794; P<0.001). Conclusion:PSF upregulates the expression of HO-1 by activating the phosphatidylinositol 3 kinase/Akt pathway and inhibits cell proliferation, migration, and lumen formation induced by low concentrations of 4-HNE.
9.Implementation and effectiveness evaluation of clinical nutrition pharmacist-involved consultation in nutrition support therapy
Qingqing LI ; Xiushan DONG ; Chuanli YANG ; Xiaomin WANG ; Yan WANG
Chinese Journal of Clinical Nutrition 2023;31(5):284-289
Objective:To explore the necessity and feasibility of clinical nutrition pharmacist-involved consultation, and evaluate the impact on clinical outcome.Methods:Patients who received the nutritional consultation involving pharmacists at Shanxi Bethune Hospital between 2019 and 2021 were retrospectively enrolled. Patient clinical characteristics, distribution, consultation purpose and nutrition management regimen, and clinical outcomes were collected and analyzed.Results:There was increasing utilization of nutrition pharmacist-involved consultations and referrals to pharmacy clinic over the three years. An average of 95.3% of consultation advices were accepted. Over 90% of patients who were scored 3-6 points with Nutritional Risk Screening 2002 benefited from such consultations. Patients with tumors, elderly patients, and patients with digestive system disorders showed the most benefit from nutritional consultations. The purpose of consultation was focused on the development of individualized nutritional management plans, which brought about improvement in patient's nutritional indicators.Conclusion:There is a strong demand for nutritional pharmacy consultation in large-scale comprehensive hospitals, and the standardized consultation workflow paves the way for comprehensive and individualized nutrition therapy.
10.Consistency of 5.0T and 1.5T MR spectroscopy for quantitating proton density fat fraction of liver
Jianxian LIU ; Zhensong WANG ; Zhengyi LI ; Xin WANG ; Dan YU ; Yanxing YANG ; Chuanli CHENG ; Chao ZOU ; Shuo CHEN ; Jie GAN
Chinese Journal of Medical Imaging Technology 2024;40(5):677-681
Objective To observe the consistency of 5.0T and 1.5T MR spectroscopy(MRS)for quantitating proton density fat fraction(PDFF)of liver.Methods Lipid emulsion models with lipid content of 0,5%,10%,15%,20%,25%and 30%were prepared.1H-MRS were collected using 5.0T and 1.5T MR scanners,respectively,and PDFF were obtained with jMRUI software.Totally 23 people,including 11 cases of fatty liver and 12 healthy adults were prospectively collected,and volume of interest(VOI)in the liver were selected to acquire 1H-MRS,and PDFF were obtained with jMRUI software and corresponding workstation,respectively.The consistencies of PDFF measured with different methods were analyzed.Results PDFF of lipid emulsion models with lipid content of 0,5%,10%,15%,20%,25%and 30%measured with jMRUI software and workstations based on 5.0T and 1.5T 1H-MRS all had good consistencies and being positively correlated,so were PDFF of liver tissue measured with jMRUI software and workstations based on 5.0T and 1.5T 1H-MRS.Conclusion 5.0T and 1.5T 1H-MRS had good consistency for quantitating liver PDFF.Measuring liver PDFF with workstation in clinical practice was helpful to simplifying workflow.