1.Development and validation of a dampness constitution prediction model based on clinical laboratory indicators
Xixi XIE ; Chunmin KANG ; Xinyan CHEN ; Haibiao LIN ; Xiaobin WU ; Xianzhang HUANG
Chinese Journal of Laboratory Medicine 2025;48(7):930-937
Objective:To develop a clinical predictive model for dampness constitution based on laboratory testing indicators.Methods:A retrospective cohort study was conducted on 1 355 healthy individuals who underwent physical examinations at the Health Examination Center of Guangdong Provincial Hospital of Traditional Chinese Medicine from October 1 st, 2022 to October 31 st, 2023. Basic information and blood routine, blood glucose, liver function, lipid metabolism, and kidney function test results of 1 355 apparently healthy individuals were collected. According to the diagnostic criteria for dampness constitution in traditional Chinese medicine, they were divided into a dampness constitution group (683 cases, including 394 with phlegm-dampness constitution and 289 with damp-heat constitution) and a non-dampness constitution group (672 cases). Among them, there were 547 males and 136 females in the dampness constitution group, with an age of 38.0 (32.0, 45.0) years; and there were 355 males and 317 females in the non-dampness constitution group, with an age of 33.0 (27.0, 41.0) years. A total of 1 355 apparently healthy individuals were randomly divided into a training set ( n=948) and a validation set ( n=407) using computer-generated random numbers in a 7∶3 ratio. Logistic regression analysis was employed to identify risk factors associated with dampness constitution. Utilizing these identified risk factors, a predictive model was constructed and subsequently visualized. The model′s predictive accuracy, consistency, and clinical utility were assessed using the receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA), respectively. Results:Among 1 355 subjects, there were statistically significant differences ( P<0.05) in gender, age, body mass index (BMI), blood glucose, some indicators of renal function, some indicators of blood routine, liver function, and four indicators of lipid metabolism between the dampness constitution group and the non-dampness constitution group. Gender ( OR=0.434,95 %CI 0.253-0.738), Cr ( OR=0.981,95 %CI 0.967-0.996), BMI ( OR=1.366,95 %CI 1.290-1.450), and LDL-C ( OR=1.388,95 %CI 1.014-1.897) were independent risk factors for dampness constitution ( P<0.05). A nomogram was subsequently developed based on these identified risk factors. The areas under the ROC curves (AUC) of the training set and validation set were 0.810 (95 %CI 0.783-0.837) and 0.804 (95 %CI 0.762-0.846), respectively. Conclusion:Gender,BMI,Cr and LDL-C were risk factors for the development of dampness constitution, and the clinical predictive model has clinical application value in predicting the risk of dampness constitution.
2.Clinical efficacy of cranial electrotherapy stimulation in chronic insomnia : a research study
Jiajia Jiao ; Jialu Li ; Xixi Sun ; Yunfei Yin ; Chengjuan Xie
Acta Universitatis Medicinalis Anhui 2025;60(11):2144-2153
Objective:
To investigate the effects of cranial electrotherapy stimulation(CES) with varying parameter configurations on sleep quality in patients diagnosed with chronic insomnia disorder.
Methods:
Seventy-two participants meeting diagnostic criteria for chronic insomnia disorder were randomly allocated to a four-arm parallel study design.The intervention protocol comprised:Group 1(G1) received CES at 0.5 Hz,300 μA;Group 2(G2) underwent CES treatment at 1.5 Hz,300 μA;Group 3(G3) administered 100 Hz,300 μA stimulation;and Group4(G4) received sham stimulation with identical device placement but no current delivery.Primary outcomes were quantified through polysomnography(PSG) recordings conducted at baseline and post-intervention,whereas secondary outcomes were assessed via standardized sleep questionnaires including the Pittsburgh sleep quality index(PSQI) and Insomnia Severity Index(ISI).
Results:
Following a 10-day intervention protocol,significant clinical improvements were observed across all active treatment groups(G1-G3) as evidenced by reductions in PSQI.Insomnia severity index(ISI) scores quantitative polysomnographic analysis revealed that both G2(1.5 Hz) and G3(100 Hz) cohorts demonstrated statistically significant enhancements in Flinders Fatigue Scale(FFS) scores,total sleep time(TST),and sleep efficiency(SE),accompanied by reduced sleep onset latency(SOL) compared to baseline measurements.However,no statistically significant differences were detected between the G2 and G3 intervention arms across all measured parameters.CES exerted no significant effect on sleep architecture.
Conclusion
CES can effectively improve the sleep of patients with chronic insomnia.Within a certain range,a higher frequency of CES leads to better sleep improvement effects.
3.Development and Validation of Dampness Syndrome of TCM Prediction Model Based on Blood Multiple Laboratory Indicators
Chunmin KANG ; Yingyi FENG ; Xixi XIE ; Haibiao LIN ; Xiaobin WU ; Xianzhang HUANG ; Zhimin YANG
Journal of Modern Laboratory Medicine 2025;40(5):94-100,106
Objective To explore the risk factors associated with the occurrence of dampness syndrome based on peripheral blood multiple laboratory indicators,construct predictive model and validate it.Methods A retrospective analysis was conducted on 180 patients who visited the Preventive Treatment Center of Guangdong Provincial Hospital of Chinese Medicine from May 2022 to December 2023.They were divided into two groups according to the diagnostic criteria:the damp syndrome of TCM group(n=118)and the balanced yin-yang constitution group(n=62),with the latter serving as the"non-syndrome"control group for dampness syndrome.Serum biochemical indicators were detected by electrochemiluminescence(ECL),immune cell subsets were analyzed through flow cytometer,and routine blood parameters were assessed using an automatic hematology analyzed.Logistic regression analysis was employed to screen risk factors and develop a predictive model.The Bootstrap method was used for data resampling to draw the receiver operating characteristic(ROC)curve,calibration curve,and clinical decision curve analysis(DCA)to evaluate the predictive value,consistency,and clinical efficacy of the model.Results Compared with the balanced yin-yang constitution group,the damp syndrome of TCM group showed increased levels of insulin(INS),non-high-density lipoprotein cholesterol(non HDL-C),red blood cells(RBC)and the proportion of CD4+T cells,the proportion of triglyceride(TG)>1.70 mmol/L,total cholesterol(TC)>5.20 mmol/L,low-density lipoprotein cholesterol(LDL-C)>3.37 mmol/L,and high-density lipoprotein cholesterol(HDL-C)≤1.15 mmol/L were also significantly higher,with statistical significance(U/t/χ2=-2.900~4 626,all P<0.05).Logistic regression analysis showed that INS,TC>5.20 mmol/L,HDL-C≤1.15 mmol/L,and the proportion of CD4+T cells were independent risk factors for the occurrence of damp syndrome of TCM(all P<0.05).Based on the screened risk factors,a forecasting model was established and a nomogram was plotted.The model had an area under the ROC curve area under curve(AUC)of 0.747(95%CI=0.672~0.822),a Brier score of 0.184 for the calibration curve,and demonstrated clinical net benefit at threshold probabilities ranging from 0.30 to 1.00.Conclusion The forecasting model constructed based on INS,TC>5.20 mmol/L,HDL-C≤1.15 mmol/L,and CD4+T cells ratio has a high predictive value for damp syndrome of TCM.
4.Development and Validation of Dampness Syndrome of TCM Prediction Model Based on Blood Multiple Laboratory Indicators
Chunmin KANG ; Yingyi FENG ; Xixi XIE ; Haibiao LIN ; Xiaobin WU ; Xianzhang HUANG ; Zhimin YANG
Journal of Modern Laboratory Medicine 2025;40(5):94-100,106
Objective To explore the risk factors associated with the occurrence of dampness syndrome based on peripheral blood multiple laboratory indicators,construct predictive model and validate it.Methods A retrospective analysis was conducted on 180 patients who visited the Preventive Treatment Center of Guangdong Provincial Hospital of Chinese Medicine from May 2022 to December 2023.They were divided into two groups according to the diagnostic criteria:the damp syndrome of TCM group(n=118)and the balanced yin-yang constitution group(n=62),with the latter serving as the"non-syndrome"control group for dampness syndrome.Serum biochemical indicators were detected by electrochemiluminescence(ECL),immune cell subsets were analyzed through flow cytometer,and routine blood parameters were assessed using an automatic hematology analyzed.Logistic regression analysis was employed to screen risk factors and develop a predictive model.The Bootstrap method was used for data resampling to draw the receiver operating characteristic(ROC)curve,calibration curve,and clinical decision curve analysis(DCA)to evaluate the predictive value,consistency,and clinical efficacy of the model.Results Compared with the balanced yin-yang constitution group,the damp syndrome of TCM group showed increased levels of insulin(INS),non-high-density lipoprotein cholesterol(non HDL-C),red blood cells(RBC)and the proportion of CD4+T cells,the proportion of triglyceride(TG)>1.70 mmol/L,total cholesterol(TC)>5.20 mmol/L,low-density lipoprotein cholesterol(LDL-C)>3.37 mmol/L,and high-density lipoprotein cholesterol(HDL-C)≤1.15 mmol/L were also significantly higher,with statistical significance(U/t/χ2=-2.900~4 626,all P<0.05).Logistic regression analysis showed that INS,TC>5.20 mmol/L,HDL-C≤1.15 mmol/L,and the proportion of CD4+T cells were independent risk factors for the occurrence of damp syndrome of TCM(all P<0.05).Based on the screened risk factors,a forecasting model was established and a nomogram was plotted.The model had an area under the ROC curve area under curve(AUC)of 0.747(95%CI=0.672~0.822),a Brier score of 0.184 for the calibration curve,and demonstrated clinical net benefit at threshold probabilities ranging from 0.30 to 1.00.Conclusion The forecasting model constructed based on INS,TC>5.20 mmol/L,HDL-C≤1.15 mmol/L,and CD4+T cells ratio has a high predictive value for damp syndrome of TCM.
5.Development and validation of a dampness constitution prediction model based on clinical laboratory indicators
Xixi XIE ; Chunmin KANG ; Xinyan CHEN ; Haibiao LIN ; Xiaobin WU ; Xianzhang HUANG
Chinese Journal of Laboratory Medicine 2025;48(7):930-937
Objective:To develop a clinical predictive model for dampness constitution based on laboratory testing indicators.Methods:A retrospective cohort study was conducted on 1 355 healthy individuals who underwent physical examinations at the Health Examination Center of Guangdong Provincial Hospital of Traditional Chinese Medicine from October 1 st, 2022 to October 31 st, 2023. Basic information and blood routine, blood glucose, liver function, lipid metabolism, and kidney function test results of 1 355 apparently healthy individuals were collected. According to the diagnostic criteria for dampness constitution in traditional Chinese medicine, they were divided into a dampness constitution group (683 cases, including 394 with phlegm-dampness constitution and 289 with damp-heat constitution) and a non-dampness constitution group (672 cases). Among them, there were 547 males and 136 females in the dampness constitution group, with an age of 38.0 (32.0, 45.0) years; and there were 355 males and 317 females in the non-dampness constitution group, with an age of 33.0 (27.0, 41.0) years. A total of 1 355 apparently healthy individuals were randomly divided into a training set ( n=948) and a validation set ( n=407) using computer-generated random numbers in a 7∶3 ratio. Logistic regression analysis was employed to identify risk factors associated with dampness constitution. Utilizing these identified risk factors, a predictive model was constructed and subsequently visualized. The model′s predictive accuracy, consistency, and clinical utility were assessed using the receiver operating characteristic (ROC) curve, calibration curve, and decision curve analysis (DCA), respectively. Results:Among 1 355 subjects, there were statistically significant differences ( P<0.05) in gender, age, body mass index (BMI), blood glucose, some indicators of renal function, some indicators of blood routine, liver function, and four indicators of lipid metabolism between the dampness constitution group and the non-dampness constitution group. Gender ( OR=0.434,95 %CI 0.253-0.738), Cr ( OR=0.981,95 %CI 0.967-0.996), BMI ( OR=1.366,95 %CI 1.290-1.450), and LDL-C ( OR=1.388,95 %CI 1.014-1.897) were independent risk factors for dampness constitution ( P<0.05). A nomogram was subsequently developed based on these identified risk factors. The areas under the ROC curves (AUC) of the training set and validation set were 0.810 (95 %CI 0.783-0.837) and 0.804 (95 %CI 0.762-0.846), respectively. Conclusion:Gender,BMI,Cr and LDL-C were risk factors for the development of dampness constitution, and the clinical predictive model has clinical application value in predicting the risk of dampness constitution.
6.Evaluation of recovery effect of finger motor dysfunction in patients with stroke after treated with force feedback perceptual rehabilitation training
Yawen LIAN ; Yinghua LI ; Guoxing XU ; Xixi XIE ; Zhenlan LI
Journal of Jilin University(Medicine Edition) 2024;50(4):1116-1122
Objective:To discuss the effect of the force feedback perceptual rehabilitation training on finger motor function of the patients with finger motor dysfunction after stroke,and to provide the basis for the clinical application and promotion of the force feedback perceptual rehabilitation training.Methods:A total of 86 patients with hand dysfunction after stroke were randomly divided into experimental group(n=43)and control group(n=43),and 3 cases in each group fell off from the experiment,and 80 cases were ultimately completed.On this basis,the patients in two groups received the conventional rehabilitation training for 40 min.The patients in control group received the conventional hand function training for 20 min,while the patients in experimental group received the force feedback perception rehabilitation training for 20 min,once per day,5 days per week,for a total of 6 weeks.The hand function recovery of the patients were evaluated before and after treatment by Action Research Arm Test(ARAT),grip strength,modified Ashworth scale(MAS),total active motion(TAM),Fugl-Meyer motor function assessment-upper limb(FMA-UL)finger motor part score,and Barthel index(BI).Results:Before treatment,there were no statistically significant differences in ARAT total score,grip strength,MAS grade,TAM,FMA-UL finger motor part score,and BI score of the patients between two groups(P>0.05).After treated for 6 weeks,the ARAT scores,grip strengths,TAM,FMA-UL finger motor part scores,and BI scores of the patients in two groups were all increased than those before treatment(P<0.05),while the MAS grades of the patients had no significant differences(P>0.05).After treated for 6 weeks,compared with control group,the grasp score and grip score in ARAT score,and the difference of total ARAT score of the patients in experimental group were increased(P<0.05),the TAM after treatment and the differences of grip strength,TAM,and FMA-UL finger motor part score of the patients before and after treatment were increased(P<0.05),while the pinch scores and gross movement scores in ARAT score,MAS grades,and the differences of BI score before and after treatment had no significant differences(P>0.05).Conclusion:Force feedback perceptual rehabilitation training is helpful in improving the finger motor function of the patients with finger motor dysfunction after stroke.
7.Discriminante analysis of risk factors Nomograms of myopia in children and adolescents in Yunnan Province
Chinese Journal of School Health 2023;44(9):1387-1391
Objective:
To explore the related factors of myopia among children and adolescents in Yunnan Province, and to predict and evaluate the influencing factors, so as to provide a scientific theoretical basis for the prevention and control of myopia.
Methods:
From March 9 to 14, 2023, 848 students from 6 primary and secondary schools in Dali and Lijiang of Yunnan Province were selected by multi stage stratified random cluster sampling method for visual acuity detection and questionnaire survey on myopia related factors. Multivariate Logistic regression analysis was used to establish a Nomogram prediction model for the selected influencing factors.
Results:
The overall myopia rate of the respondents was 68.3%, the myopia rate of boys (63.4%) was lower than that of girls (72.9%), and the myopia rate of primary school students (46.7%) was lower than that of junior high school students (81.1%), and the difference was statistically significant( χ 2=8.71, 108.07, P <0.05). Daily eye exercises, activities outside the teaching building during recess, having daily sleep time of 7-9 and >9 h, having both parents without myopia were negatively correlated with the occurrence of myopia in children and adolescents in Yunnan Province ( OR=0.64, 0.63, 0.56, 0.28, 0.48, P < 0.05 ). The reading and writing time after school ≥3 h per day and parents unrestricted time to play video games were positively correlated with myopia ( OR=1.94, 1.78, P <0.05). Based on the influencing factors, a Nomogram prediction model was established to quantitatively evaluate the risk of myopia. The results showed that greater risk for myopia was associated with sleep duration, parental history of myopia, and the time spent reading and writing after school every day.
Conclusion
Both genetic factors and environmental factors are related to myopia in children and adolescents. The prediction model of nomogram is beneficial for screening high risk factors of myopia and taking corresponding prevention and treatment measures.
8.Development and validation of an individualized nomogram for early prediction of the duration of SARS-CoV-2 shedding in COVID-19 patients with non-severe disease.
Shijin YUAN ; Yong PAN ; Yan XIA ; Yan ZHANG ; Jiangnan CHEN ; Wei ZHENG ; Xiaoping XU ; Xinyou XIE ; Jun ZHANG
Journal of Zhejiang University. Science. B 2021;22(4):318-329
With the number of cases of coronavirus disease-2019 (COVID-19) increasing rapidly, the World Health Organization (WHO) has recommended that patients with mild or moderate symptoms could be released from quarantine without nucleic acid retesting, and self-isolate in the community. This may pose a potential virus transmission risk. We aimed to develop a nomogram to predict the duration of viral shedding for individual COVID-19 patients. This retrospective multicentric study enrolled 135 patients as a training cohort and 102 patients as a validation cohort. Significant factors associated with the duration of viral shedding were identified by multivariate Cox modeling in the training cohort and combined to develop a nomogram to predict the probability of viral shedding at 9, 13, 17, and 21 d after admission. The nomogram was validated in the validation cohort and evaluated by concordance index (C-index), area under the curve (AUC), and calibration curve. A higher absolute lymphocyte count (
Aged
;
Aged, 80 and over
;
Antibodies, Viral/blood*
;
Area Under Curve
;
COVID-19/virology*
;
Female
;
Humans
;
Lymphocyte Count
;
Male
;
Middle Aged
;
Nomograms
;
Proportional Hazards Models
;
Retrospective Studies
;
Viral Load
;
Virus Shedding
9. Early antiviral therapy of abidor combined with lopinavir/ritonavir and re-combinant interferonα-2b in patients with novel coronavirus pneumonia in Zhejiang: A multicenter and prospective study
Runan WEI ; Nanhong ZHENG ; Xiangao JIANG ; Chunlian MA ; Xiaowei XU ; Shourong LIU ; Yongping CHEN ; Kaijin XU ; Hainv GAO ; Jiansheng ZHU ; Qiang SHU ; Jifang SHENG ; Xiaoqiang ZHANG ; Minghui LI ; Yan ZHANG ; Mengjie MA ; Xuan ZHANG ; Shibo LI ; Qiujing WANG ; Lingjun YING ; Yongjun ZHANG ; Yunzhen SHI ; Lingyan FAN ; Wanjun YU ; Huaying WANG ; Dandan SUN ; Xiaodong WANG ; Jichan SHI ; Yinghu CHEN ; Xinsheng XIE ; Yunqing CHEN ; Weihong WANG ; Zhaowei TONG ; Lingling TANG ; Mengfei ZHU ; Lingjian ZHANG ; Lanjuan LI
Chinese Journal of Clinical Infectious Diseases 2020;13(0):E010-E010
Objective:
Comparing the benefit of Abidor, lopinavir/ritonavir and recombinant interferon α-2b triple combination antiviral therapy and lopinavir/ritonavir and interferon dual combination antiviral therapy to hospitalized novel coronavirus pneumonia 2019 in Zhejiang province.
Methods:
A multi-center prospective study was carried out to compare the effect of triple combination antiviral therapy with dual combination antiviral therapy in 15 medical institutions of Zhejiang Province. All patients were treated with recombinant interferon α-2b (5 million U, 2 times/d) aerosol inhalation. 196 patients were treated with abidol (200 mg, 3 times/d) + lopinavir / ritonavir (2 tablets, 1 time/12 h) as the triple combination antiviral treatment group. 41 patients were treated with lopinavir / ritonavir (2 tablets, 1 time/12 h) as the dual combination antiviral treatment group. The patients who received triple combination antiviral therapy were divided into three groups: within 48 hours, 3-5 days and > 5 days after the symptom onset. To explore the therapeutic effects of triple combination antiviral drugs and dual combination antiviral drugs, as well as triple combination antiviral drugs with different antiviral initiate time. SPSS17.0 software was used to analyze the data.
Results:
The time of virus nucleic acid turning negative was (12.2 ± 4.7) days in the triple combination antiviral drug group, which was shorter than that in the dual combination antiviral drug group [(15.0 ± 5.0) days] (
10.Efficacy and safety of the long-acting fusion inhibitor albuvirtide in antiretroviral-experienced adults with human immunodeficiency virus-1: interim analysis of the randomized, controlled, phase 3, non-inferiority TALENT study.
Bin SU ; Cheng YAO ; Qing-Xia ZHAO ; Wei-Ping CAI ; Min WANG ; Hong-Zhou LU ; Yuan-Yuan CHEN ; Li LIU ; Hui WANG ; Yun HE ; Yu-Huang ZHENG ; Ling-Hua LI ; Jin-Feng CHEN ; Jian-Hua YU ; Biao ZHU ; Min ZHAO ; Yong-Tao SUN ; Wen-Hui LUN ; Wei XIA ; Li-Jun SUN ; Li-Li DAI ; Tai-Yi JIANG ; Mei-Xia WANG ; Qing-Shan ZHENG ; Hai-Yan PENG ; Yao WANG ; Rong-Jian LU ; Jian-Hua HU ; Hui XING ; Yi-Ming SHAO ; Dong XIE ; Tong ZHANG ; Fu-Jie ZHANG ; Hao WU
Chinese Medical Journal 2020;133(24):2919-2927
BACKGROUND:
Albuvirtide is a once-weekly injectable human immunodeficiency virus (HIV)-1 fusion inhibitor. We present interim data for a phase 3 trial assessing the safety and efficacy of albuvirtide plus lopinavir-ritonavir in HIV-1-infected adults already treated with antiretroviral drugs.
METHODS:
We carried out a 48-week, randomized, controlled, open-label non-inferiority trial at 12 sites in China. Adults on the World Health Organization (WHO)-recommended first-line treatment for >6 months with a plasma viral load >1000 copies/mL were enrolled and randomly assigned (1:1) to receive albuvirtide (once weekly) plus ritonavir-boosted lopinavir (ABT group) or the WHO-recommended second-line treatment (NRTI group). The primary endpoint was the proportion of patients with a plasma viral load below 50 copies/mL at 48 weeks. Non-inferiority was prespecified with a margin of 12%.
RESULTS:
At the time of analysis, week 24 data were available for 83 and 92 patients, and week 48 data were available for 46 and 50 patients in the albuvirtide and NRTI groups, respectively. At 48 weeks, 80.4% of patients in the ABT group and 66.0% of those in the NRTI group had HIV-1 RNA levels below 50 copies/mL, meeting the criteria for non-inferiority. For the per-protocol population, the superiority of albuvirtide over NRTI was demonstrated. The frequency of grade 3 to 4 adverse events was similar in the two groups; the most common adverse events were diarrhea, upper respiratory tract infections, and grade 3 to 4 increases in triglyceride concentration. Renal function was significantly more impaired at 12 weeks in the patients of the NRTI group who received tenofovir disoproxil fumarate than in those of the ABT group.
CONCLUSIONS:
The TALENT study is the first phase 3 trial of an injectable long-acting HIV drug. This interim analysis indicates that once-weekly albuvirtide in combination with ritonavir-boosted lopinavir is well tolerated and non-inferior to the WHO-recommended second-line regimen in patients with first-line treatment failure.
TRIAL REGISTRATION
ClinicalTrials.gov Identifier: NCT02369965; https://www.clinicaltrials.gov.Chinese Clinical Trial Registry No. ChiCTR-TRC-14004276; http://www.chictr.org.cn/enindex.aspx.
Adult
;
Anti-HIV Agents/adverse effects*
;
Antiretroviral Therapy, Highly Active
;
China
;
Drug Therapy, Combination
;
HIV Infections/drug therapy*
;
HIV-1
;
Humans
;
Maleimides
;
Peptides
;
Ritonavir/therapeutic use*
;
Treatment Outcome
;
Viral Load


Result Analysis
Print
Save
E-mail