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.Research progress on the relationship between Wnt signaling pathway and neural tube defects
Min HU ; Yi RU ; Liangqi XIE ; Zhi CHAI ; Huijie FAN
The Journal of Practical Medicine 2024;40(11):1597-1601
Neural tube defects are a common neurodevelopmental disease,which can be divided into open and closed types.The main symptoms are anencephaly,encephalocele and cranial spina bifida.The relationship between Wnt signaling and neurogenesis has been a popular area in recent years.The Wnt signaling pathway includes Wnt/β-catenin,planar polar cell pathway and Wnt/Ca2+pathway,which plays an important role in neural tube development.This article reviews the current state of research on the Wnt signaling pathway and elucidates the role it plays in the process of neural tube closure,providing insights for the development of drugs related to the prevention and treatment of neural tube defects.
5.Event-related potential study on vigilant attention in children with sleep disordered breathing
Ye HE ; Huijie HAN ; Ming FA ; Chaoqun WANG ; Haitian MEI ; Fangqiao ZHAO ; Yang YI
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(6):500-504
Objective:To explore the vigilant attention function and behavioral changes in sleep disordered breathing(SDB) children.Methods:Thirty SDB children (SDB group) and 30 normal children (control group) were selected from June 2022 to August 2023. All participants underwent continuous performance test(CPT-AX) (Go/Nogo) and behavioral test. The latency and amplitude of contingent negative variation(CNV) components under cue/uncue conditions in leads F3, Fz and F4 were measured. The t-test and Mann-Whitney U test were used to conduct statistical analysis by SPSS 25.0 software. Results:(1) There were no statistically significant differences in the number of correct responses, reaction time and number of false alarms between the SDB group and the control group (all P>0.05).(2) The latencies of cue-CNV in the SDB group(F3: 618.00(582.50, 644.50)ms, Fz: 603.00(579.50, 634.00)ms, F4: (606.87±25.07)ms) were longer than those in the control group(F3: (508.47±25.82)ms, Fz: 502.00(470.00, 520.50)ms, F4: 514.00(487.00, 536.50)ms) in leads F3, Fz and F4. The latency of cue-CNV of lead F4 in the SDB group was higher than that in the control group, and the difference was statistically significant ( P<0.05). The latencies of uncue-CNV in lead F3 and Fz in the SDB group were higher than those in the control group, and the differences were statistically significant (both P<0.05). Conclusion:SDB children have shown activation in the right brain area during attentional tasks, and the prolonged CNV latency may be a sensitive neuroelectrophysiological marker for early clinical assessment of vigilant attention dysfunction.
6.Event-related potential study on attentional cognitive function in children with different subtypes of sleep disordered breathing
Huijie HAN ; Chaoqun WANG ; Haitian MEI ; Jiuming GAO ; Ye HE ; Fangqiao ZHAO ; Yang YI
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(10):883-889
Objective:To explore the cognitive function characteristics of children with primary snoring (PS) and obstructive sleep apnea-hypopnea syndrome (OSAHS) using event-related potentials.Methods:From October 2020 to October 2022, 20 children with OSAHS, 20 children with PS, and 22 normal children were recruited for continuous performance task (CPT) and behavioral assessments. ERP and behavioral data were meticulously recorded, with measurements of N1, P2, N2, and P3 wave amplitudes and latencies at F3, Fz, and F4 electrode sites. Statistical analyses were conducted using one-way ANOVA and Kruskal-Wallis test via SPSS 25.0 software.Results:(1) Behavioural test: There was no statistically significant difference in terms of correct responses, response times, and false alarms among the three groups (all P>0.05). (2) F3 Lead: There were statistically significant differences in Go-P2 amplitude, Nogo-P2 amplitude, Nogo-P2 latency, Go-P3 amplitude, and Nogo-P3 latency among the three groups (all P<0.05). Specifically, the OSAHS group exhibited higher Go-P2 amplitude((15.03±5.12) μV vs (10.97±5.50)μV), Nogo-P2 amplitude((14.80±5.84) μV vs (9.67±4.79)μV), and Go-P3 amplitude((11.58±6.02) μV vs (7.49±4.89) μV) compared to the normal group. Additionally, the OSAHS and PS groups exhibited longer Nogo-P2 latency compared to the normal group((223.10±20.61) ms vs (208.00±23.09) ms, (230.60±13.61) ms vs (208.00±23.09) ms), as well as prolonged Nogo-P3 latency((459.20±34.26) ms vs (460.40±24.52) ms and (429.91±31.49) ms) (all P<0.05). Fz Lead: There were statistically significant differences in Go-N1, Go-P2, Nogo-P2, Go-P3, Nogo-N2 wave amplitudes, and Nogo-P3 latency among the three groups (all P<0.05). Compared to the normal group, the OSAHS group exhibited increased Go-P3 amplitude((9.07±5.68) μV vs (5.10±3.51) μV) and decreased Nogo-N2 amplitude((-8.80±5.97) μV vs (-12.84±4.86) μV). Moreover, both the OSAHS and PS groups had prolonged Nogo-P3 latency compared to the normal group((481.60±45.16) ms vs (435.13±28.17) ms and 484.00(443.50, 525.00) ms vs (435.13±28.17) ms) (both P<0.05). F4 Lead: There were statistically significant differences in Go-P2 and Nogo-P2 wave amplitudes among the three groups (all P<0.05). Compared to the normal group, the OSAHS group demonstrated increased Go-P2 amplitude((13.72±5.64) μV vs (9.70±4.59) μV) and Nogo-P2 amplitude((13.90±5.35) μV vs (9.64±3.74) μV) (both P<0.05). Conclusions:Both children with OSAHS and PS exhibit attentional cognitive impairments. However, children with OSAHS demonstrate more pronounced deficits in conflict monitoring, response inhibition, and executive functioning. The prolonged latency of the P3 wave serves as a sensitive electrophysiological marker for the early detection of neurocognitive impairment in children with sleep disordered breathing.
7.Safety study of naxitamab infusion for neuroblastoma under modified conditioning re-gimen
Zhu JIA ; Deng JUN ; Que YI ; Liu LONGZHEN ; Wu LIUHONG ; Yu WANQI ; Guan HUIJIE ; Wang JUAN ; Lu SUYING ; Sun FEIFEI ; Huang JUNTING ; Song MENGJIA ; Zhen ZIJUN ; Cai RUIQING ; Zhang YIZHUO
Chinese Journal of Clinical Oncology 2024;51(22):1154-1158
Objective:Glucorticoid therapy has the potential to mitigate immunogical effect of naxitamab. Ketamine is an anesthetic medica-tion and cause weak or shallow breathing. This article is to analyze the effect of modified conditioning regimen with substitution re-mifentanil for ketamine and without glucorticoid therapy on adverse events associated with naxitamab. Methods:Clinical data with naxit-amab infusion under modified conditioning regimen in Sun Yat-sen University Cancer Center between June 2023 and June 2024 were re-trieved to analyze adverse events and risk factors. Results:Overall,seventeen patients underwent 201 infusions. The most frequent adverse events were as follows:neurological pain (all grades) 93.0%,hypertension 55.7%,hypotension 34.8%,respectively. Bronchospasm and hyp-oxia were seen in 3.0% and 10.9% infusions,respectively. Fever occurred less frequently in the second cycle of infusion. No patients suspen-ded infusion due to severe adverse event. Conclusions:The infusion of naxitamab is tolerable under the modified conditioning regimen and adverse event is less than expected and controllable.
8.Safety study of naxitamab infusion for neuroblastoma under modified conditioning re-gimen
Zhu JIA ; Deng JUN ; Que YI ; Liu LONGZHEN ; Wu LIUHONG ; Yu WANQI ; Guan HUIJIE ; Wang JUAN ; Lu SUYING ; Sun FEIFEI ; Huang JUNTING ; Song MENGJIA ; Zhen ZIJUN ; Cai RUIQING ; Zhang YIZHUO
Chinese Journal of Clinical Oncology 2024;51(22):1154-1158
Objective:Glucorticoid therapy has the potential to mitigate immunogical effect of naxitamab. Ketamine is an anesthetic medica-tion and cause weak or shallow breathing. This article is to analyze the effect of modified conditioning regimen with substitution re-mifentanil for ketamine and without glucorticoid therapy on adverse events associated with naxitamab. Methods:Clinical data with naxit-amab infusion under modified conditioning regimen in Sun Yat-sen University Cancer Center between June 2023 and June 2024 were re-trieved to analyze adverse events and risk factors. Results:Overall,seventeen patients underwent 201 infusions. The most frequent adverse events were as follows:neurological pain (all grades) 93.0%,hypertension 55.7%,hypotension 34.8%,respectively. Bronchospasm and hyp-oxia were seen in 3.0% and 10.9% infusions,respectively. Fever occurred less frequently in the second cycle of infusion. No patients suspen-ded infusion due to severe adverse event. Conclusions:The infusion of naxitamab is tolerable under the modified conditioning regimen and adverse event is less than expected and controllable.
9.Analysis of risk factors for recurrent laryngeal nerve injury in secondary thyroidectomy
Zhiyong LI ; Huijie YI ; Zhengtian LI ; Aidong LI
International Journal of Surgery 2020;47(8):555-559
Objective:Exploring the risk factors of recurrent laryngeal nerve injury in thyroid surgery.Methods:The hundred and sixteen patients undergoing secondary thyroid surgery from January 2016 to January 2019 were selected in the general surgery department of the First Affiliated Hospital of Harbin Medical University. The patients were divided into an injury group ( n=20) and a control group ( n=296) according to whether the recurrent laryngeal nerve injury occurred after the secondary operation. SPSS 23.0 was used to perform univariate analysis and multivariate regression analysis. Results:The total injury rate of recurrent laryngeal nerve in secondary thyroid surgery was 6.33% (20/316). In the univariate analysis, the size of the thyroid, the first operation, the interval between two operations, the tumor aggressiveness, the secondary operation, and whether nerve monitoringa were statistically significant in the injury group and the control group( χ2=1.495, 1.503, 1.628, 1.299, 1.938, 1.262, P<0.05). Logistic regression analysis showed that the size of the thyroid gland ( OR=4.962, P=0.001), the first operation ( OR=12.296, P=0.002), the interval between two operations ( OR=3.590, P=0.025) and the secondary operation ( OR=2.319, P=0.002) were an independent risk factors for recurrent laryngeal nerve injury in secondary thyroid surgery. Conclusions:Secondary thyroid surgery is more likely to cause recurrent laryngeal nerve damage. For the thyroid disease with a high risk of recurrence, total thyroidectomy should be selected for the first surgery to to avoid the risk of complications caused by secondary surgery; For some complicated secondary surgery patients, the use of recurrent laryngeal nerve monitoring technology during operation can minimize the recurrent laryngeal nerve injury and improve the patient′s postoperative quality of life.
10.Research progress of anti-tumor mechanism and clinical application of Dahuang-Zhechong Pill
Wenli ZHENG ; Yi ZHENG ; Huijie LI ; Yuanfu QI
International Journal of Traditional Chinese Medicine 2020;42(6):609-611
This paper reviewed the mechanism and clinical application of Dahuang-Zhezhong Pill in Jin Gui Yao Lue. It was found that the anti-tumor effect of Dahuang-Zhezhong Pill was mainly achieved by inhibiting cell proliferation, inducing cell apoptosis, regulating immune function, inhibiting tumor angiogenesis, affecting tumor cell metastasis, and reversing cell resistance. It was used in the treatment of liver cancer, gastric cancer, esophageal cancer, lung cancer and other malignant tumors. Therefore, we should clarify the anti-tumor mechanism, the dominant dosage, the dominant tumor species of Dahuang-Zhezhong Pill, and standardize the dosage of treatment and adverse reactions.

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