1.Study on Graded Quantitative Diagnosis of Lung Qi Deficiency Syndrome in Chronic Obstructive Pulmonary Disease Based on Latent Class Analysis Combined with Hidden Structure Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Zhiwan WANG
Journal of Traditional Chinese Medicine 2025;66(7):710-716
ObjectiveTo clarify the graded quantitative diagnostic characteristics of lung qi deficiency syndrome in chronic obstructive pulmonary disease (COPD) based on latent class analysis combined with a hidden structure model. MethodsClinical data, including the four diagnostic methods of traditional Chinese medicine (TCM), were collected from 745 COPD patients with lung qi deficiency syndrome. Latent class modeling was performed using R 4.1.2 software, and each patient was classified into one of three severity categories (mild, moderate, or severe) based on probabilistic parameterization, parameter estimation, and model fitting. A database was established for different severity levels of lung qi deficiency syndrome. Based on this, Lantern 5.0 software was used to construct hidden structure models for mild, moderate, and severe lung qi deficiency syndrome, and syndrome differentiation rules were developed through comprehensive clustering. ResultsA latent class model was constructed using 28 symptoms and signs with a frequency greater than 10%. Considering TCM theory and model simplicity, the optimal model was determined when the number of latent classes was three, categorizing lung qi deficiency syndrome into mild (298 cases), moderate (164 cases), and severe (283 cases). Hidden structure models were separately developed for each severity level, and syndrome differentiation rules were established. A comparison of common symptoms in the syndrome differentiation rules for mild and moderate lung qi deficiency syndrome showed no statistically significant differences in diagnostic values and weights (P>0.05), leading to their combined analysis and the development of a unified syndrome differentiation rule. Value and weight of quantitative diagnosis of mild-to-moderate lung qi deficiency syndrome were as followed: shortness of breath (diagnostic value 9.3, diagnostic weight 86.92%), dyspnea on exertion (8.2, 76.64%), low voice and reluctance to speak (6.7, 62.62%), poor appetite (4.0, 37.38%), loose stools (4.0, 37.38%), weak cough sound (2.9, 27.10%), wheezing (2.3, 21.50%), fatigue (1.8, 16.82%), spontaneous sweating (1.7, 15.89%), susceptibility to colds (1.6, 14.95%), swollen tongue (1.4, 13.08%), teeth marks on the tongue edge (1.2, 11.21%), deep pulse (1.6, 14.95%), with a diagnostic threshold of 10.3. Value and weight of quantitative diagnosis of severe lung qi deficiency syndrome were as followed: weak cough sound (15.1, 61.13%), soreness and weakness of the waist and knees (12.6, 51.01%), shortness of breath (11.1, 44.94%), low voice and reluctance to speak (8.3, 33.60%), frequent nocturia (6.1, 24.70%), spontaneous sweating (3.7, 14.98%), susceptibility to colds (3.5, 14.17%), teeth marks on the tongue edge (7.8, 31.58%), pale tongue body (1.9, 7.69%), white tongue coating (5.5, 22.27%), thin pulse (1.5, 6.07%), with a diagnostic threshold of 23.7. ConclusionThe combination of latent class analysis and a hideen structure model effectively clarified the graded quantitative diagnostic characteristics of lung qi deficiency syndrome, providing a reference for the quantitative diagnosis of other fundamental syndromes in TCM.
2.Research on the Factors Influencing the Evolution of COPD Qi Deficiency Syndrome Based on Nonlinear Mixed Effects Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Jiansheng LI ; Zhiwan WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(8):2205-2214
Objective To provide methodological examples for related research,the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease(COPD)based on a nonlinear mixed effects model was explored.Methods A research questionnaire on the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease was developed,and clinical data of 650 COPD patients on the 1st and 14th day of acute exacerbation,the 1st and 28th day of risk window,the first day of stable period,and the 90th day were dynamically collected from 10 tertiary hospitals across the country.8 baseline data including gender and age were collected through the PROC NLMIXED process by SAS 9.4 software.Coronary heart disease,diabetes and hypertension accounted for the highest proportion.Nine concurrent syndromes including wind cold syndrome and phlegm heat syndrome were used as fixed effects,and individual level was used as random effects to gradually fit the model and screen the influencing factors of Qi deficiency syndrome in the entire process of disease occurrence and development.Results A total of 637 eligible cases were included,and clinical datas were dynamically collected on the 1st and 14th day of acute exacerbation,the 1st and 28th day of the risk window,the 1st and 90th day of the stable period.It was found that the number of acute exacerbations,alcohol consumption,concomitant hypertension,coronary heart disease,blood stasis syndrome,yin deficiency syndrome,yang deficiency syndrome,6-minute walking distance,and the modified Medical Research Council Dyspnea Questionnaire(mMRC)had an impact on the evolution of Qi deficiency syndrome in the previous year(P<0.05).Conclusion The use of a nonlinear mixed effects model revealed the relevant factors affecting the evolution of Qi deficiency syndrome from complex multi temporal dynamic data,providing methodological references for other related studies.
3.Research on the Factors Influencing the Evolution of COPD Qi Deficiency Syndrome Based on Nonlinear Mixed Effects Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Jiansheng LI ; Zhiwan WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(8):2205-2214
Objective To provide methodological examples for related research,the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease(COPD)based on a nonlinear mixed effects model was explored.Methods A research questionnaire on the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease was developed,and clinical data of 650 COPD patients on the 1st and 14th day of acute exacerbation,the 1st and 28th day of risk window,the first day of stable period,and the 90th day were dynamically collected from 10 tertiary hospitals across the country.8 baseline data including gender and age were collected through the PROC NLMIXED process by SAS 9.4 software.Coronary heart disease,diabetes and hypertension accounted for the highest proportion.Nine concurrent syndromes including wind cold syndrome and phlegm heat syndrome were used as fixed effects,and individual level was used as random effects to gradually fit the model and screen the influencing factors of Qi deficiency syndrome in the entire process of disease occurrence and development.Results A total of 637 eligible cases were included,and clinical datas were dynamically collected on the 1st and 14th day of acute exacerbation,the 1st and 28th day of the risk window,the 1st and 90th day of the stable period.It was found that the number of acute exacerbations,alcohol consumption,concomitant hypertension,coronary heart disease,blood stasis syndrome,yin deficiency syndrome,yang deficiency syndrome,6-minute walking distance,and the modified Medical Research Council Dyspnea Questionnaire(mMRC)had an impact on the evolution of Qi deficiency syndrome in the previous year(P<0.05).Conclusion The use of a nonlinear mixed effects model revealed the relevant factors affecting the evolution of Qi deficiency syndrome from complex multi temporal dynamic data,providing methodological references for other related studies.
4.The norm of the Physical Activity afterschool Questionnaire for Preschooler (P-PAQ) in urban areas of China
Chinese Journal of School Health 2023;44(9):1328-1332
Objective:
To establish the norm of the Physical Activity afterschool Questionnaire for Preschooler(P-PAQ) in urban areas of China, so as to provide a basis for graded guidance from the family perspective and to improve children s physical activity levels.
Methods:
From October 2020 to January 2021, 6 267 children aged 3-6 years old were recruited from 40 kindergartens in eight cities across six major administrative regions by stratified cluster sampling, and the P-PAQ initially developed by the researchers of this study were completed by the primary caregivers. The questionnaire was administered to collect data relating to the amount of physical activity undertaken by the preschoolers, and the norm was determined by quartiles. Data relating to parental concepts of sports and parental behavior were assessed by calculating mean scores in order to establish the norm.
Results:
Among preschoolers in urban areas, the M(P 25 ,P 75 ) of total physical activity time (min/day), moderate-to-vigorous physical activity time (min/day), outdoor time (min/day) and screen time (min/day) on school days outside kindergarten and on weekends were 84 (54,120), 22 (8,40), 12 (0,24) and 18 (6,30), and 170 (115,240), 60 (30,95), 90 (35,120) and 30 (20,60), respectively. When the score of parents sports concept and behavior (total score of 40) were≥34, 29-<34, 24-<29, <24, it was defined as four levels about above medium, medium, lower medium and lower, respectively. And for two dimensions,when the score of parental sports concept were ≥19, 17-<19, 15-<17, <15,and the score of parental behaviors were ≥16, 12-<16, 8-<12, <8, it was defined as four levels about upper medium, medium, lower medium and lower, respectively.
Conclusion
The norm of extracurricular activities among preschool children in Chinese cities has good representativeness and appropriate threshold values, which could provide a valuable reference for early assessment, as well as guidance in relation to out-of-school physical activity behaviors among children aged 3-6 years old.
5.Effects of modified thoracic nerve block on postoperative analgesia and early recovery of breast cancer patients after modified radical mastectomy
Le GUAN ; Jianxin YANG ; Zhongnuo DING ; Zijian CHENG ; Qunqun SUN ; Congrui WANG
Cancer Research and Clinic 2021;33(12):923-927
Objective:To investigate the effect of modified thoracic nerve block on postoperative analgesia and early recovery of breast cancer patients after modified radical mastectomy.Methods:Sixty female breast cancer patients who were scheduled to undergo modified radical mastectomy in the Second Hospital of Shanxi Medical University from March 2019 to December 2019 were selected, and the patients were all American Society of Anesthesiologists (ASA) grade Ⅰ-Ⅱ. According to the random number table method, the patients were divided into three groups: improved group [third rib approach serratus anterior plane block (SAPB)+pectoralis major muscle superficial anterior cutaneous branch of intercostal nerve block combined with general anesthesia, STG group], SAPB combined with general anesthesia group (SG group) and general anesthesia+postoperative intravenous controlled analgesia pump group (GP group), with 20 cases in each group. VAS scores at 30 min, 2 h, 4 h, 12 h and 24 h after surgery, 15-item quality of recovery scale (QoR-15) scores at 1 d before and 24 h after surgery, sleep duration on the night after surgery, intraoperative opioid dosage, the time between stop medication and awakening, postoperative flurbiprofen ester dosage, nausea, vomiting, dizziness, puncture site infection, pneumothorax, infection and other adverse reactions were recorded.Results:The VAS scores at 30 min, 2 h, 4 h, 12 h, 24 h in the STG group were lower than those in the SG group and GP group, the VAS scores at 2 h, 12 h and 24 h after surgery in the SG group were lower than those in the GP group, and the differences were statistically significant (all P < 0.05). The QoR-15 score at 24 h in the STG group was higher than that in the SG group and the GP group [(137.85±2.81) points vs. (134.80± 2.72) points, (133.80±5.16) points], and the differences were statistically significant (all P < 0.05). The sleep duration on the night after surgery in the STG group and the SG group was longer than that in the GP group [(6.03±0.90) h, (5.48±1.12) h vs. (3.85±1.76) h], and the differences were statistically significant (all P < 0.05). The intraoperative opioid dosage and the time between stop medication and awakening in the STG group and the SG group were lower than those in the GP group, and the differences were statistically significant (all P < 0.05). The postoperative flurbiprofen ester dosage and the incidence rates of nausea, vomiting and dizziness in the STG group were lower than those in the SG group and the GP group, and the SG group was lower than the GP group, and the differences were statistically significant (all P < 0.05). Conclusion:The modified thoracic nerve block can relieve early postoperative pain, reduce the amount of intraoperative opioids, and improve the quality of patients' early recovery without increasing adverse reactions.
6.Efficacy of low-dose leflunomide in lupus nephritis: A multi-center prospective study
Chaojun QI ; Minfang ZHANG ; Yan ZHA ; Jian CHEN ; Ping LUO ; Li WANG ; Zhuxing SUN ; Jianxin WAN ; Changying XING ; Song WANG ; Gengru JIANG ; Mindan SUN ; Qinkai CHEN ; Jianghua CHEN ; Detian LI ; Tianjun GUAN ; Zhaohui NI
Chinese Journal of Nephrology 2018;34(7):511-516
Objective To investigate the efficacy of leflunomide combined with prednisone in the induction therapy of proliferative lupus nephritis (LN).Methods A prospective,multicenter,randomized controlled clinical trial was conducted in patients with biopsy-proved proliferative lupus nephritis recruited from 15 renal centers from 2013 to 2015.Patients were randomized to two groups.Oral leflunomide or intravenous cyclophosphamide was given to patients in each group.Both groups received a tapering course of oral prednisone therapy.All patients were followed up for 24 weeks.The blood biochemistry,urine index,clinical curative effect and adverse reaction were recorded and analyzed statistically.Results A total of 100 patients were enrolled in this clinical trial,including 48 patients in leflunomide group and 52 patients in cyclophosphamide group.After 24 weeks,the overall response rate was 79% (95% CI 67%-90%) in the leflunomide group and 69% (95% CI 56%-82%) in the cyclophosphamide group.23% (95%CI 11%-35%) of patients in leflunomide group showed complete remission compared with 27% (95%CI 24%-30%) in cyclophosphamide group (P=0.35).The levels of 24-hr urine protein excretion,SLEDAI and anti-dsDNA antibody titers were decreased in patients treated with leflunomide group after 24-weeks treatment.And the levels of serum albumin and complement 3 after treatment were significantly higher compared with these before treatment.There was also no significant difference in changes of 24-hr urine protein excretion,SLEDAI score,anti-dsDNA antibody titers,serum albumin and complement C3 levels after treatment between two groups.Incidence of adverse events did not differ between the leflunomide and cyclophosphamide group.Conclusions Leflunomide combined with prednisone showed same efficacy compared with cyclophosphamide as induction therapy for lupus nephritis.Leflunomide might be an useful medicine in the induction therapy of lupus nephritis.
7.Preliminary evaluation of PET-CT and DWI for the detection of lymphoma bone marrow infiltration
Yuan WU ; Liping SU ; Xiaotang YANG ; Jianxin ZHANG ; Ming ZHAO ; Zong ZHANG ; Tao GUAN ; Xiaolan LIU ; Yuping ZHENG ; Weie HAN
Chinese Journal of Oncology 2016;38(11):853-860
Objective To evaluate the clinical value of PET-CT and DWI for the detection of bone marrow infiltration of lymphoma .Methods The bone marrow samples of 93 untreated patients with pathologically diagnosed lymphoma were retrospectively analyzed . 61 patients underwent PET-CT examination, and other 32 underwent DWI examination .With bone marrow biopsy results as “gold standard”, the rates and sites of bone marrow infiltration of various lymphoma subtypes were analyzed , and the detection rates of the two imaging techniques were compared according to different lymphoma subtypes . Results 39 patients were diagnosed as bone marrow infiltration based on pathological examination of bone marrow biopsies from routine sampling sites and bone marrow pathological examination of biopsies guided by PET-CT and DWI.The sensitivity, specificity, accuracy, positive and negative predictive values of PET-CT for lymphoma bone marrow infiltration were 80.8%, 88.6%, 85.3%, 84.0%and 86.1%, respectively; for DWI examination, these rates were 84.6%, 89.5%, 87.5%, 84.6%and 89.5%, respectively.The detection rates of the two imaging techniques for aggressive lymphoma were 37.5%(18/48) and 38.1%(8/21), respectively, which were slightly higher than those for the indolent lymphoma [23.1%(3/13) and 27.3%(31/1)], although the differences were not statistically significant (P=0.521, P=0.660).For both aggressive lymphoma and indolent lymphoma , the detection rates of DWI were numerically slightly higher than those of PET-CT(P=0.963, P=1.000).Conclusions PET-CT and DWI have important and similar diagnostic value for bone marrow infiltration of lymphoma .None of PET-CT and DWI can replace bone marrow biopsy (BMB).However, image-guided bone marrow biopsies can improve the detection rate of bone marrow infiltration of lymphoma .
8.Preliminary evaluation of PET-CT and DWI for the detection of lymphoma bone marrow infiltration
Yuan WU ; Liping SU ; Xiaotang YANG ; Jianxin ZHANG ; Ming ZHAO ; Zong ZHANG ; Tao GUAN ; Xiaolan LIU ; Yuping ZHENG ; Weie HAN
Chinese Journal of Oncology 2016;38(11):853-860
Objective To evaluate the clinical value of PET-CT and DWI for the detection of bone marrow infiltration of lymphoma .Methods The bone marrow samples of 93 untreated patients with pathologically diagnosed lymphoma were retrospectively analyzed . 61 patients underwent PET-CT examination, and other 32 underwent DWI examination .With bone marrow biopsy results as “gold standard”, the rates and sites of bone marrow infiltration of various lymphoma subtypes were analyzed , and the detection rates of the two imaging techniques were compared according to different lymphoma subtypes . Results 39 patients were diagnosed as bone marrow infiltration based on pathological examination of bone marrow biopsies from routine sampling sites and bone marrow pathological examination of biopsies guided by PET-CT and DWI.The sensitivity, specificity, accuracy, positive and negative predictive values of PET-CT for lymphoma bone marrow infiltration were 80.8%, 88.6%, 85.3%, 84.0%and 86.1%, respectively; for DWI examination, these rates were 84.6%, 89.5%, 87.5%, 84.6%and 89.5%, respectively.The detection rates of the two imaging techniques for aggressive lymphoma were 37.5%(18/48) and 38.1%(8/21), respectively, which were slightly higher than those for the indolent lymphoma [23.1%(3/13) and 27.3%(31/1)], although the differences were not statistically significant (P=0.521, P=0.660).For both aggressive lymphoma and indolent lymphoma , the detection rates of DWI were numerically slightly higher than those of PET-CT(P=0.963, P=1.000).Conclusions PET-CT and DWI have important and similar diagnostic value for bone marrow infiltration of lymphoma .None of PET-CT and DWI can replace bone marrow biopsy (BMB).However, image-guided bone marrow biopsies can improve the detection rate of bone marrow infiltration of lymphoma .
9.An analysis of the curative efficacy of locking plate in the treatment of el-derly femoral intertrochanteric fracture
Xianyun YUAN ; Jiusheng GUO ; Jianxin LIANG ; Jun WU ; Zhenhua GUAN ; Zhangrong ZHONG ; Wei LIU
China Modern Doctor 2015;(19):57-59,63
Objective To discuss the curative efficacy of locking compression plate (LCP) in the treatment of elderly femoral intertrochanteric fracture. Methods A total of 94 patients with femoral intertrochanteric fracture were assigned to two groups. 29 patients were given DHS internal fixation as DHS group, and 65 patients were given LCP fixation as LCP group. Postoperative hip joint functions in the two groups of patients were assessed. Results There was no signifi-cant difference of general conditions compared between the two groups of patients during the surgery. As for the post-operative complications, LCP group was better than DHS group. As for postoperative Harris curative effects of joint hip and the treatment of A3 type of fractures, the total curative effect in LCP group was better than that in DHS group. Conclusion DHS and LCP are effective internal fixation methods in the treatment of femoral intertrochanteric fracture. They both have merits and demerits. LCP in the treatment of elderly femoral intertrochanteric fracture is better than DHS, and LCP should be the first choice for A3 type of elderly fractures.
10.Complete video-assisted thoracoscopes lobectomy for patients with non-small cell lung cancer
Jun GUAN ; Jianxin XU ; Jiansheng LIN ; Lihui WU ; Xinyang ZHENG ; Haizhan SHI ; Xinchun CHEN
Chinese Journal of Postgraduates of Medicine 2013;(14):19-21
Objective To summarize preliminary experiences on complete video-assisted thoracoscopes lobectomy for patients with non-small cell lung cancer.Methods From October 2009 to March 2012,42 patients with non-small cell lung cancer were treated with complete video-assisted thoracoscopes lobectomy.Tumors located in the left upper lobectomy in 7 cases,10 cases of left lower lobectomy,9 cases of upper right lung,4 cases of right lung,12 cases of lower right lobectomy.Preoperative cTNM stage was Ⅰ-Ⅱ (T1N0M0-T2N1M0),the size of tumor was < 5 cm,no obvious lung and mediastinal lymph node enlargement or pleura hypertrophy.Results All operations were successful.There were (9.5 ± 3.2) pieces of lymph nodes removed.Nz lymph node cleaning was more than 3 groups,the average was 3.3 groups.The operation time was 100-400 (220 ± 37) min,blood loss was 120-700 (150 ± 63) ml,duration of drainage was 3-12(4.5 ± 2.1) d.The postoperative hospital stay was 9-31 (12.2 ± 5.0) d.Conclusion Video-assisted thoracoscopes lobectomy is technically feasible and safe,but the operation indications should be paid special attention.


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