1.Correlation Analysis of Huanglian Jiedu Wan on Syndrome Improvement and Clinical Biomarkers of "Excess Heat-Toxicity" Based on Machine Learning Model
Qi LI ; Keke LUO ; Baolin BIAN ; Hongyu YU ; Mengxiao WANG ; Mengyao TIAN ; Wen XIA ; Yuan MA ; Xinfang ZHANG ; Pengyue LI ; Nan SI ; Hongjie WANG ; Yanyan ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):162-173
ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally, the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome, such as oral ulcers, sore throat, and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation, oxidative stress, and energy metabolism in the early phase, Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting (XGBoost) algorithm was used to develop a prediction model for main symptom classification, with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers, sore throat, and overall symptoms, with significant effects observed especially in sore throat and overall symptom analyses (P<0.01). Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement, were also called "heat-related biomarkers", including succinic acid, α-ketoglutaric acid, glycine, lactic acid, adenosine monophosphate (AMP), tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ), interleukin-1β (IL-1β), interleukin-4 (IL-4), interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-10 (IL-10), and so on. Conversely, clinical biomarkers negatively correlated with symptom severity, were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan, including malic acid, fumaric acid, cis-aconitic acid, adrenocorticotropic hormone (ACTH), IL-1β, IL-4, IL-8, succinic acid, and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables, with importance scores of 0.081 and 0.080, respectively. After screening out 14 key variables and optimizing the parameters, model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables, confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established, achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.
2.Correlation Analysis of Huanglian Jiedu Wan on Syndrome Improvement and Clinical Biomarkers of "Excess Heat-Toxicity" Based on Machine Learning Model
Qi LI ; Keke LUO ; Baolin BIAN ; Hongyu YU ; Mengxiao WANG ; Mengyao TIAN ; Wen XIA ; Yuan MA ; Xinfang ZHANG ; Pengyue LI ; Nan SI ; Hongjie WANG ; Yanyan ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):162-173
ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally, the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome, such as oral ulcers, sore throat, and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation, oxidative stress, and energy metabolism in the early phase, Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting (XGBoost) algorithm was used to develop a prediction model for main symptom classification, with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers, sore throat, and overall symptoms, with significant effects observed especially in sore throat and overall symptom analyses (P<0.01). Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement, were also called "heat-related biomarkers", including succinic acid, α-ketoglutaric acid, glycine, lactic acid, adenosine monophosphate (AMP), tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ), interleukin-1β (IL-1β), interleukin-4 (IL-4), interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-10 (IL-10), and so on. Conversely, clinical biomarkers negatively correlated with symptom severity, were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan, including malic acid, fumaric acid, cis-aconitic acid, adrenocorticotropic hormone (ACTH), IL-1β, IL-4, IL-8, succinic acid, and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables, with importance scores of 0.081 and 0.080, respectively. After screening out 14 key variables and optimizing the parameters, model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables, confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established, achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.
3.Clinical Efficacy of Tangning Tongluo Tablets for Nonproliferative Diabetic Retinopathy
Fuwen ZHANG ; Junguo DUAN ; Wen XIA ; Tiantian SUN ; Yuheng SHI ; Shicui MEI ; Xiangxia LUO ; Xing LI ; Yujie PAN ; Yong DENG ; Chuanlian RAN ; Hao CHEN ; Li PEI ; Shuyu YANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(3):132-139
ObjectiveTo observe the clinical efficacy and safety of Tangning Tongluo tablets in the treatment of nonproliferative diabetic retinopathy (DR). MethodsFourteen research centers participated in this study, which spanned a time interval from September 2021 to May 2023. A total of 240 patients with nonproliferative DR were included and randomly assigned into an observation group (120 cases) and a control group (120 cases). The observation group was treated with Tangning Tongluo tablets, and the control group with calcium dobesilate capsules. Both groups were treated for 24 consecutive weeks. The vision, DR progression rate, retinal microhemangioma, hemorrhage area, exudation area, glycosylated hemoglobin (HbA1c) level, and TCM syndrome score were assessed before and after treatment, and the safety was observed. ResultsThe vision changed in both groups after treatment (P<0.05), and the observation group showed higher best corrected visual acuity (BCVA) than the control group (P<0.05). The DR progression was slow with similar rates in the two groups. The fundus hemorrhage area and exudation area did not change significantly after treatment in both groups, while the observation group outperformed the control group in reducing the fundus hemorrhage area and exudation area. There was no significant difference in the number of microhemangiomas between the two groups before treatment. After treatment, the number of microhemangiomas decreased in both the observation group (Z=-1.437, P<0.05) and the control group (Z=-2.238, P<0.05), and it showed no significant difference between the two groups. As the treatment time prolonged, the number of microhemangiomas gradually decreased in both groups. There was no significant difference in the HbA1c level between the two groups before treatment. After treatment, the decline in the HbA1c level showed no significant difference between the two groups. The TCM syndrome score did not have a statistically significant difference between the two groups before treatment. After treatment, neither the TCM syndrome score nor the response rate had significant difference between the two groups. With the extension of the treatment time, both groups showed amelioration of TCM syndrome compared with the baseline. ConclusionTangning Tongluo tablets are safe and effective in the treatment of nonproliferative DR, being capable of improving vision and reducing hemorrhage and exudation in the fundus.
4.GLP-1RAs attenuated obesity and reversed leptin resistance partly via activating the microbiome-derived inosine/A2A pathway.
Chunyan DONG ; Bailing ZHOU ; Binyan ZHAO ; Ke LIN ; Yaomei TIAN ; Rui ZHANG ; Daoyuan XIE ; Siwen WU ; Li YANG
Acta Pharmaceutica Sinica B 2025;15(2):1023-1038
Extensive evidence has demonstrated that glucagon-like peptide-1 receptor agonists (GLP-1RAs) can ameliorate obesity. Our previous studies revealed that (Ex-4)2-Fc, a long-acting GLP-1RA we developed, depends on the leptin pathway to treat obesity. However, the mechanisms linking (Ex-4)2-Fc and leptin resistance remain largely unclear. To address this question, we explored the mechanism of GLP-1RAs from the perspective of the gut microbiota, as increasing evidence indicates an important link between the gut microbiota and obesity. This study aimed to explore the potential role of the gut microbiota in the treatment of GLP-1RAs. We found that (Ex-4)2-Fc treatment reshaped obesity-induced gut microbiota disturbances and substantially increased the abundance of Akkermansia muciniphila (Am). In addition, (Ex-4)2-Fc did not respond well in antibiotic-treated (ATB) Obese mice. Subsequent studies have shown that this defect can be overcome by gavage with Am. In addition, we found that Am enhanced (Ex-4)2-Fc therapy by producing the metabolite inosine. Inosine regulates the macrophage adenosine A2A receptor (A2A) pathway to indirectly reduce leptin levels in adipocytes Thus, elucidating the role of metabolites in regulating the leptin pathway will provide new insights into GLP-1RAs therapy and may lead to more effective strategies for guiding the clinical use of antidiabetic agents.
5.The Modulatory Effect of Yulian Pills on Memory Follicular Helper T Cells in Mice with Dextran Sulfate Sodium-Induced Ulcerative Colitis
Wen ZHOU ; Zheyan ZHANG ; Li HUANG ; Bailing DENG ; Duanyong LIU ; Wenxiao CHEN ; Haimei ZHAO
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(2):183-190
Objective To investigate the modulatory effect of Yulian Pills(composed of Coptidis Rhizoma and Euodiae Fructus)on splenic memory follicular T helper cell(mTfh)in mice with dextran sodium sulfate(DSS)-induced ulcerative colitis.Methods Forty BALB/c mice were randomly divided into normal group,model group,Yulian Pills group(0.5 g·kg-1)and Mesalazine group(0.3 g·kg-1),10 mice in each group.The mouse model of ulcerative colitis was induced by ad libitum drinking 3%DSS solution for 7 days.During the experiment,the mental state,faecal characteristics,blood in stool and body mass of the mice were recorded daily,and the length and mass of the colon were measured and the colon mass index was calculated;HE staining was used to observe the pathological and morphological changes of the colon tissue;ELISA was used to determine the expression levels of interleukin(IL)-6 and IL-15 in the colon tissues;flow cytometry was used to determine the mTfh cell subpopulation in the spleen tissue expression;Western Blot was used to determine the protein expression levels of Roquin-1,AMPK-α,p-AMPK-α in colon tissues.Results Compared with the normal group,the mice in the model group showed a significant decrease in body mass(P<0.01),a significant shortening of colon length(P<0.01),significant increase in colon mass(P<0.05)and colon mass index(P<0.01),and severe pathological damage to colon tissues;the expression levels of the pro-inflammatory cytokines IL-6 and IL-15 in the colon tissues were significantly increased(P<0.01);cell expression levels of CD4+CCR7-CXCR5+CD62L+,CD4+CCR7+CXCR5+ GL7+,CD4+CCR7-CXCR5+GL7+ were significantly increased in spleen tissues(P<0.01),whereas the expression level of CD4+CCR7+CXCR5+CD62L+ cell was significantly decreased(P<0.01);and protein expression levels of Roquin-1,AMPK-α,p-AMPK-α were significantly reduced in the colonic tissues(P<0.05).Compared with the model group,mice in the Yulian Pills group and Mesalazine group showed a significant increase in body mass(P<0.05),a significant extension of colon length(P<0.01),a significant reduction in colon mass(P<0.05),a significant decrease in the colon mass index(P<0.01),and a more obvious improvement in pathological damage of the colon tissues;a significant decrease in the expression levels of IL-6 and IL-15 in the colon tissues(P<0.01);cell expression levels of CD4+CCR7-CXCR5+CD62L+,CD4+CCR7+CXCR5+GL7+,CD4+CCR7-CXCR5+GL7+ in splenic tissues was significantly reduced(P<0.01),whereas the expression level of CD4+CCR7+CXCR5+CD62L+ cell was significantly increased(P<0.01);the protein expression levels of Roquin-1,AMPK-α,and p-AMPK-α were significantly increased in colon tissues(P<0.05,P<0.01).Conclusion The therapeutic effect of Yulian Pills on DSS-induced ulcerative colitis mice can ameliorate the histopathological damage of colon,which may be related to the activation of the Roquin-1/MPK-α signalling pathway,the down-regulation of the expressions of inflammatory cytokines IL-6 and IL-15,and the modulation of the homeostasis of the mTfh cell subpopulation.
6.A study of airborne pollen monitoring and its connection with allergic rhinitis visits in Taiyuan over the summer and autumn seasons.
Jianli HAO ; Dongdong YU ; Bailing XIE ; Jing ZHANG ; Lu GAO ; Min ZHANG ; Chan HE ; Yan FENG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(6):452-456
Objective:To explore the distribution of airborne pollen in summer and autumn in Taiyuan, analyze the correlation between pollen characteristics, meteorological factors and allergic sensitization, and provide for the prevention and treatment of allergic diseases in this. Methods:The gravity sedimentation method was used to investigate the types, quantities and dispersion patterns of airborne pollen in Taiyuan City from July 21, 2022 to October 20, 2022. he meteorological and patient information was collected during the same period SPSS 26.0 software. Results:①A total of 17 118 pollen grains were collected, and identified as 14 families, 10 genera, and 4 species. The peak period for pollen dispersal in summer and autumn in Taiyuan City from late August to early September. airborne pollen Artemisia(66.62%), Cannabis/Humulus(17.79%), Sophora japonica(8.18%), Chenopodiaceae/Amaranthaceae(2.83%), Gramineae(2.11%). ②The concentration of airborne pollen in Taiyuan City positively correlated with the average temperature(5-20℃) and maximum temperature(11-30℃) within a certain range(r=0.547, 0.315, P<0.05). ③The content of airborne pollen in Taiyuan City positively correlated with the number of visits and allergen positive rate of patients with allergic rhinitis(AR) in our hospital(r=0.702, 0.747, P<0.05). Conclusion:The peak period for airborne pollen dispersal during the summer and autumn seasons in Taiyuan City from late August to early September. The dominant pollen is Artemisia, Cannabis/Humulus, Sophora japonica, Chenopodiaceae/Amaranthaceae, Gramineae, and the absolute advantage pollen is Artemisia. Meteorological factors pollen content. Within a certain range, temperature the diffusion and transportation of pollen. The number of pollen grains the number of visits, which can serve as an environmental warning indicator for AR patients to take preventive, thereby reducing the risk of allergies.
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7.Primary ciliary dyskinesia in children: a case report and literature review
Xin LI ; Yue CHEN ; Bailing ZHOU ; Ting ZHANG
Clinical Medicine of China 2023;39(1):19-23
Objective:To explore the clinical features and diagnostic methods of primary ciliary dyskinesia (PCD).Methods:A case of PCD diagnosed by Kunming Children's Hospital was analyzed retrospectively (including general information, clinical characteristics, auxiliary examination results), and the literature was reviewed.Results:The patient, an 8-year-old female, went to hospital for repeated cough and suffered from pneumonia and sinusitis repeatedly in the past. The electron microscope of cilia biopsy showed that the number of cilia was reduced. The mutation of c.7615T>C (p.W2539R) in DNA H5 gene located in chr5-13,809,290 was detected by gene test, so the patient was diagnosed as PCD.The mutation site was a new mutation site.Conclusion:PCD is a rare disease in children. Electron microscopy and genetic examination are helpful to the diagnosis of PCD. Children with recurrent respiratory tract infection and wet cough should be alert to the possibility of PCD.
8.Mechanical circulation support device as a bridging tool for heart transplantation recipients with refractory heart failure
Yangfeng TANG ; Jiajun ZHANG ; Bailing LI ; Jun WANG ; Xingli FAN ; Guangwei ZHOU ; Zhiyun XU ; Lin HAN
Chinese Journal of Organ Transplantation 2023;44(3):178-182
Objective:To explore the clinical outcomes of recipients with refractory heart failure requiring an insertion of mechanical circulation support(MCS)device prior to heart transplantation(HT).Methods:From March 2017 to December 2021, retrospective review is performed for clinical data of 7 recipients with refractory heart failure requiring a bridging placement of MCS.There are 2 males and 5 females with an average age of(39.0±16.3)years(7~56 years)and an average weight of(57.6±19.9)kg(7~56 kg).The primary diseases of recipients are dilated cardiomyopathy(4 cases)severe viral myocarditis(2 cases)and ischemic cardiomyopathy(1 case).All of them develope acute decompensation of congestive heart failure.Before implanting MCS, two or more inotropic drugs are offered at maximal doses ages or IABP device, 6 cases required cardio-pulmonary resuscitation treatment and another patient for Heartcon assistance.All the patients bridge to heart transplatation.Results:Adjuvant therapy of MCS was offered for(20.0±11.5)d(7~34 d).Emergency HT is performed.Two post-HT deaths occurr due to multiple organ failure(1 case)and severe infection(1 case).The remainders recover smoothly during a follow-up period of(6~24 months).Conclusions:MCS device is recommended as a bridging too for HT recipients with refractory heart failure.It is imperative to improve clinical outcomes with MCS support before an onset of multiple organ dysfunction.Despite a perioperative mortality, long-term prognosis is generally satisfactory.
9.Intrafamilial infection of Helicobacter pylori in Zhengzhou area
Lei LEI ; Yuanna DANG ; Xuechun YU ; Qiaoqiao SHAO ; Jing MA ; Miao YU ; Chen ZHANG ; Junbo ZHAO ; Ruobing HU ; Yabin QI ; Peiru WEI ; Wei XIAO ; Shuangyin HAN ; Bailing JIA ; Chunrong WANG ; Songze DING
Chinese Journal of General Practitioners 2023;22(7):697-703
Objective:To investigate Helicobactor pylori (H. pylori) infection status and interfamilial transmission pattern in Zhengzhou area. Methods:A cross-sectional study was conducted from September 2020 to march 2021, among 731 individual from 266 families randomly selected from 9 communities of Zhengzhou area. H. pylori infection status was determined by serum antibody tests, and 13C-urea breath test was performed in the previously eradicated population to clarify the current infection status. The individual and familial infection rate, infection status for couples and children and adolescent were analyzed. Results:Among 731 individuals from 266 families, 397 of them were H. pylori positive. The individual infection rate was 54.31% (397/731); among infected individuals 77.83% (307/397) were infected with type Ⅰ strain, 22.67% (90/397) were infected by type Ⅱ strain. Annual household income ( χ2=0.419, 0.410, 0.213, all P>0.05), smoking history (χ 2=0.071, P>0.05), drinking history ( χ2=0.071, P>0.05), dining place ( χ2=0.009, P>0.05), gastrointestinal symptoms ( χ2=0.047, P>0.05), family history of gastric disease ( χ2=0.069, P>0.05), and history of gastric cancer ( χ2=0.004, P>0.05) had no significant differences between H. pylori-positive and -negative groups, but the infection rate in individuals with higher education level was lower ( χ2=4.449, P<0.05). The infection rate was significantly higher in≥18 age groups compared with<18 age groups ( χ2=6.531, 23.362, 20.671, 24.244, 37.948, 14.597 and 5.170, all P<0.05). The familial H. pylori infection rate was 87.59% (233/266), and in 61 families all member were infected (26.18%, 61/233). The positive rate was 23.08% (6/26) in 50 families with children under 18 years when both parents were infected. Among 231 coupled families, both couples were infected in 78 families (33.76%), one couple was infected in 113 families (48.92%), and both couples were not infected in 40 (17.32%). With the increase of marriage time, the infection rate of both spouses increased significantly ( χ2=7.775, 12.662, 15.487, all P<0.05). Conclusions:The distribution of H. pylori infection presents a family cluster pattern, and intrafamilial infection is an important transmission rout of H. pylori. The type I strain of H. pylori is the dominate strain in this area.
10.Effect of preoperative pulmonary artery pressure on perioperative prognosis of recipients with end-stage heart failure undergoing heart transplantation
Wei ZHOU ; Bailing LI ; Guanxin ZHANG ; Yangfeng TANG ; Shaolin MA ; Daoxi HU ; Xingli FAN ; Lin HAN
Organ Transplantation 2023;14(1):100-
Objective To evaluate the effect of preoperative pulmonary artery pressure on perioperative prognosis of the recipients with end-stage heart failure undergoing heart transplantation. Methods Clinical data of 105 recipients receiving heart transplantation were retrospectively analyzed. The mean pulmonary artery pressure (mPAP) was used as the diagnostic criterion. The optimal cut-off value of mPAP for predicting perioperative prognosis of heart transplant recipients was determined. According to the optimal cut-off value of mPAP, all recipients were divided into the low mPAP group (

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