1.A Novel Risk Prediction Model for Chronic Atrophic Gastritis Based on Traditional Chinese Medicine Spleen Deficiency and Blood Stasis Syndromes and Gastric Stem Cell Dynamics
Qingqing ZHANG ; Di WU ; Fengyun GUO ; Shengnan YANG ; Ruiying ZHANG ; Lijing BAO ; Ping WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):191-200
ObjectiveTo construct a risk prediction model for chronic atrophic gastritis (CAG) that combines disease and syndrome by integrating spleen deficiency and blood stasis syndrome scores, gastric stem cell marker analysis, and network pharmacology and to elucidate the mechanism link between spleen deficiency, blood stasis, and gastric stem cell dysregulation. MethodsA total of 60 patients were stratified into high-risk CAG, low-risk CAG, and non-atrophic groups based on the operative link for gastritis assessment (OLGA)/operative link for gastric intestinal metaplasia assessment (OLGIM) stages. General data and syndrome scores of the patients were collected. Immunohistochemistry was employed to measure the protein levels of leucine-rich repeat-containing G protein-coupled receptor 5 (LGR5), trefoil factor 2 (TFF2), and β-catenin in gastric mucosa across groups. Transcriptomic data (GSE130823) from the Gene Expression Omnibus (GEO) database were analyzed to validate the expression of these molecular markers at the gene level. A Firth penalized maximum likelihood logistic regression model was employed to integrate clinical, molecular, and TCM syndrome data to develop a CAG risk prediction model. Finally, network pharmacology analysis was conducted on spleen-invigorating herbs (Astragali Radix, Atractylodis Macrocephalae Rhizoma, and Dioscorea Rhizoma) and blood-activating herbs (Hedyotis diffusa, Salviae Miltiorrhizae Radix et Rhizoma, and Curcumae Rhizoma) to identify overlapping targets between these herbs and differentially expressed genes between low-grade intraepithelial neoplasia (LGIN) and gastritis, thereby clarifying the role of spleen deficiency and blood stasis in CAG progression from a pharmacological perspective. ResultsHigh-risk CAG patients exhibited higher blood stasis scores (4.60±1.50,2.62±1.32, P<0.01), progressive nuclear accumulation of β-catenin (A 0.28-0.53, P<0.01), and an increased LGR5+/TFF2+ ratio (A 1.02-1.92, P<0.01). Blood stasis scores were correlated with LGR5/TFF2 imbalance (P=0.03) and activation of the Wnt/β-catenin signaling pathway (CTNNB1 increase, log2=0.78). The integrated prediction model (blood stasis score≥5 + β-catenin>0.38 + LGR5/TFF2>1.5) outperformed a pure biomarker approach [Area Under the Curve (AUC) 0.92,0.89, ΔAUC=0.03, P=0.02]. Moreover, network pharmacology revealed 66 overlapping targets between spleen-invigorating/blood-activating herbs and LGIN, which were functionally enriched in mucosal repair and anti-oxidative stress, and negatively correlated with the Wnt/β-catenin signaling pathway (P<0.01). ConclusionThis study developed an integrated risk prediction model for CAG by combining TCM spleen deficiency and blood stasis syndromes with gastric stem cell molecular markers. Furthermore, it proposed for the first time the "blood stasis-Wnt/β-catenin-stem cell axis" hypothesis, preliminarily elucidating that spleen deficiency and blood stasis may exacerbate gastric stem cell dysregulation and promote malignant transformation of CAG through hypoxia-induced Wnt activation. This provides a theoretical foundation and a translational tool for risk stratification and multi-target TCM intervention in CAG.
2.A Novel Risk Prediction Model for Chronic Atrophic Gastritis Based on Traditional Chinese Medicine Spleen Deficiency and Blood Stasis Syndromes and Gastric Stem Cell Dynamics
Qingqing ZHANG ; Di WU ; Fengyun GUO ; Shengnan YANG ; Ruiying ZHANG ; Lijing BAO ; Ping WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):191-200
ObjectiveTo construct a risk prediction model for chronic atrophic gastritis (CAG) that combines disease and syndrome by integrating spleen deficiency and blood stasis syndrome scores, gastric stem cell marker analysis, and network pharmacology and to elucidate the mechanism link between spleen deficiency, blood stasis, and gastric stem cell dysregulation. MethodsA total of 60 patients were stratified into high-risk CAG, low-risk CAG, and non-atrophic groups based on the operative link for gastritis assessment (OLGA)/operative link for gastric intestinal metaplasia assessment (OLGIM) stages. General data and syndrome scores of the patients were collected. Immunohistochemistry was employed to measure the protein levels of leucine-rich repeat-containing G protein-coupled receptor 5 (LGR5), trefoil factor 2 (TFF2), and β-catenin in gastric mucosa across groups. Transcriptomic data (GSE130823) from the Gene Expression Omnibus (GEO) database were analyzed to validate the expression of these molecular markers at the gene level. A Firth penalized maximum likelihood logistic regression model was employed to integrate clinical, molecular, and TCM syndrome data to develop a CAG risk prediction model. Finally, network pharmacology analysis was conducted on spleen-invigorating herbs (Astragali Radix, Atractylodis Macrocephalae Rhizoma, and Dioscorea Rhizoma) and blood-activating herbs (Hedyotis diffusa, Salviae Miltiorrhizae Radix et Rhizoma, and Curcumae Rhizoma) to identify overlapping targets between these herbs and differentially expressed genes between low-grade intraepithelial neoplasia (LGIN) and gastritis, thereby clarifying the role of spleen deficiency and blood stasis in CAG progression from a pharmacological perspective. ResultsHigh-risk CAG patients exhibited higher blood stasis scores (4.60±1.50,2.62±1.32, P<0.01), progressive nuclear accumulation of β-catenin (A 0.28-0.53, P<0.01), and an increased LGR5+/TFF2+ ratio (A 1.02-1.92, P<0.01). Blood stasis scores were correlated with LGR5/TFF2 imbalance (P=0.03) and activation of the Wnt/β-catenin signaling pathway (CTNNB1 increase, log2=0.78). The integrated prediction model (blood stasis score≥5 + β-catenin>0.38 + LGR5/TFF2>1.5) outperformed a pure biomarker approach [Area Under the Curve (AUC) 0.92,0.89, ΔAUC=0.03, P=0.02]. Moreover, network pharmacology revealed 66 overlapping targets between spleen-invigorating/blood-activating herbs and LGIN, which were functionally enriched in mucosal repair and anti-oxidative stress, and negatively correlated with the Wnt/β-catenin signaling pathway (P<0.01). ConclusionThis study developed an integrated risk prediction model for CAG by combining TCM spleen deficiency and blood stasis syndromes with gastric stem cell molecular markers. Furthermore, it proposed for the first time the "blood stasis-Wnt/β-catenin-stem cell axis" hypothesis, preliminarily elucidating that spleen deficiency and blood stasis may exacerbate gastric stem cell dysregulation and promote malignant transformation of CAG through hypoxia-induced Wnt activation. This provides a theoretical foundation and a translational tool for risk stratification and multi-target TCM intervention in CAG.
3.Hypolipidemic effect and mechanism of Arisaema Cum Bile based on gut microbiota and metabolomics.
Peng ZHANG ; Fa-Zhi SU ; En-Lin ZHU ; Chen-Xi BAI ; Bao-Wu ZHANG ; Yan-Ping SUN ; Hai-Xue KUANG ; Qiu-Hong WANG
China Journal of Chinese Materia Medica 2025;50(6):1544-1557
Based on the high-fat diet-induced hyperlipidemia rat model, this study aimed to evaluate the lipid-lowering effect of Arisaema Cum Bile and explore its mechanisms, providing experimental evidence for its clinical application. Biochemical analysis was used to detect serum levels of alanine aminotransferase(ALT), aspartate aminotransferase(AST), high-density lipoprotein cholesterol(HDL-C), low-density lipoprotein cholesterol(LDL-C), triglycerides(TG), and total cholesterol(TC) to assess the lipid-lowering activity of Arisaema Cum Bile. Additionally, 16S rDNA sequencing and metabolomics techniques were employed to jointly elucidate the lipid-lowering mechanisms of Arisaema Cum Bile. The experimental results showed that high-dose Arisaema Cum Bile(PBA-H) significantly reduced serum ALT, AST, LDL-C, TG, and TC levels(P<0.01), and significantly increased HDL-C levels(P<0.01). The effect was similar to that of fenofibrate, with no significant difference. Furthermore, Arisaema Cum Bile significantly alleviated hepatocyte ballooning and mitigated fatty degeneration in liver tissues. As indicated by 16S rDNA sequencing results, PBA-H significantly enhanced both alpha and beta diversity of the gut microbiota in the model rats, notably increasing the relative abundance of Akkermansia and Subdoligranulum species(P<0.01). Liver metabolomics analysis revealed that PBA-H primarily regulated pathways involved in arachidonic acid metabolism, vitamin B_6 metabolism, and steroid biosynthesis. In summary, Arisaema Cum Bile significantly improved abnormal blood lipid levels and liver pathology induced by a high-fat diet, regulated hepatic metabolic disorders, and improved the abundance and structural composition of gut microbiota, thereby exerting its lipid-lowering effect. The findings of this study provide experimental evidence for the clinical application of Arisaema Cum Bile and the treatment of hyperlipidemia.
Animals
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Gastrointestinal Microbiome/drug effects*
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Rats
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Male
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Metabolomics
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Hyperlipidemias/microbiology*
;
Drugs, Chinese Herbal/administration & dosage*
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Rats, Sprague-Dawley
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Hypolipidemic Agents/pharmacology*
;
Liver/metabolism*
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Humans
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Alanine Transaminase/metabolism*
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Triglycerides/metabolism*
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Aspartate Aminotransferases/metabolism*
4.Expert consensus on evaluation index system construction for new traditional Chinese medicine(TCM) from TCM clinical practice in medical institutions.
Li LIU ; Lei ZHANG ; Wei-An YUAN ; Zhong-Qi YANG ; Jun-Hua ZHANG ; Bao-He WANG ; Si-Yuan HU ; Zu-Guang YE ; Ling HAN ; Yue-Hua ZHOU ; Zi-Feng YANG ; Rui GAO ; Ming YANG ; Ting WANG ; Jie-Lai XIA ; Shi-Shan YU ; Xiao-Hui FAN ; Hua HUA ; Jia HE ; Yin LU ; Zhong WANG ; Jin-Hui DOU ; Geng LI ; Yu DONG ; Hao YU ; Li-Ping QU ; Jian-Yuan TANG
China Journal of Chinese Materia Medica 2025;50(12):3474-3482
Medical institutions, with their clinical practice foundation and abundant human use experience data, have become important carriers for the inheritance and innovation of traditional Chinese medicine(TCM) and the "cradles" of the preparation of new TCM. To effectively promote the transformation of new TCM originating from the TCM clinical practice in medical institutions and establish an effective evaluation index system for the transformation of new TCM conforming to the characteristics of TCM, consensus experts adopted the literature research, questionnaire survey, Delphi method, etc. By focusing on the policy and technical evaluation of new TCM originating from the TCM clinical practice in medical institutions, a comprehensive evaluation from the dimensions of drug safety, efficacy, feasibility, and characteristic advantages was conducted, thus forming a comprehensive evaluation system with four primary indicators and 37 secondary indicators. The expert consensus reached aims to encourage medical institutions at all levels to continuously improve the high-quality research and development and transformation of new TCM originating from the TCM clinical practice in medical institutions and targeted at clinical needs, so as to provide a decision-making basis for the preparation, selection, cultivation, and transformation of new TCM for medical institutions, improve the development efficiency of new TCM, and precisely respond to the public medication needs.
Medicine, Chinese Traditional/standards*
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Humans
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Consensus
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Drugs, Chinese Herbal/therapeutic use*
;
Surveys and Questionnaires
5.Development and Initial Validation of the Multi-Dimensional Attention Rating Scale in Highly Educated Adults.
Xin-Yang ZHANG ; Karen SPRUYT ; Jia-Yue SI ; Lin-Lin ZHANG ; Ting-Ting WU ; Yan-Nan LIU ; Di-Ga GAN ; Yu-Xin HU ; Si-Yu LIU ; Teng GAO ; Yi ZHONG ; Yao GE ; Zhe LI ; Zi-Yan LIN ; Yan-Ping BAO ; Xue-Qin WANG ; Yu-Feng WANG ; Lin LU
Chinese Medical Sciences Journal 2025;40(2):100-110
OBJECTIVES:
To report the development, validation, and findings of the Multi-dimensional Attention Rating Scale (MARS), a self-report tool crafted to evaluate six-dimension attention levels.
METHODS:
The MARS was developed based on Classical Test Theory (CTT). Totally 202 highly educated healthy adult participants were recruited for reliability and validity tests. Reliability was measured using Cronbach's alpha and test-retest reliability. Structural validity was explored using principal component analysis. Criterion validity was analyzed by correlating MARS scores with the Toronto Hospital Alertness Test (THAT), the Attentional Control Scale (ACS), and the Attention Network Test (ANT).
RESULTS:
The MARS comprises 12 items spanning six distinct dimensions of attention: focused attention, sustained attention, shifting attention, selective attention, divided attention, and response inhibition.As assessed by six experts, the content validation index (CVI) was 0.95, the Cronbach's alpha for the MARS was 0.78, and the test-retest reliability was 0.81. Four factors were identified (cumulative variance contribution rate 68.79%). The total score of MARS was correlated positively with THAT (r = 0.60, P < 0.01) and ACS (r = 0.78, P < 0.01) and negatively with ANT's reaction time for alerting (r = -0.31, P = 0.049).
CONCLUSIONS
The MARS can reliably and validly assess six-dimension attention levels in real-world settings and is expected to be a new tool for assessing multi-dimensional attention impairments in different mental disorders.
Humans
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Adult
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Male
;
Attention/physiology*
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Female
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Middle Aged
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Reproducibility of Results
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Young Adult
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Psychometrics
6.The Efficacy and Safety of Modified Thiotepa-Based Conditioning Followed by Autologous Stem Cell Transplantation in Primary CNS Lymphomas.
Yan LI ; Ping YANG ; Fang BAO ; Sen LI ; Lan MA ; Fei DONG ; Ji-Jun WANG ; Hong-Mei JING
Journal of Experimental Hematology 2025;33(5):1435-1442
OBJECTIVE:
To explore and evaluate the efficacy and safety of a modified thiotepa-based conditioning regimen combined with autologous hematopoietic stem cell transplantation (ASCT) for the treatment of primary central nervous system lymphoma (PCNSL).
METHODS:
In a retrospective, single center, single arm study, we collected data of 28 patients with PCNSL who underwent high-dose chemotherapy followed by autologous stem cell transplantation (HDC-ASCT) at our center from March 2021 to December 2024. The clinical characteristics of the patients, the conditioning regimen details, treatment-related toxicities and adverse reactions, post-transplant disease remission status, and survival outcomes were analyzed.
RESULTS:
A total of 28 patients were included. Among them, 19 patients received ASCT as first-line consolidation therapy in complete response (CR) or partial response (PR) status, and 9 patients with relapsed/refractory disease underwent salvage ASCT. The median time to neutrophil engraftment was 9 days (range: 5-11 days), and the median time to platelet engraftment was 10 days (range: 6-13 days). All patients achieved CR at the initial efficacy evaluation post-ASCT. The main complications during the transplantation period were febrile neutropenia (26 cases) and grade 3 diarrhea (9 cases). No transplantation-related mortality occurred. Post-ASCT, 19 patients received maintenance therapy, which was demonstrated to be safe and effective. Three patients relapse, and one patient died. The median progression-free survival (PFS) and overall survival (OS) of patients were not reached. The estimated 1-year and 2-year cumulative PFS rates were 88.4% and 66.3%, respectively, while the 1-year and 2-year OS rates were both 94.1%.
CONCLUSION
The modified thiotepa-based conditioning regimen combined with ASCT is safe and effective for the treatment of PCNSL.
Humans
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Thiotepa/therapeutic use*
;
Retrospective Studies
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Transplantation, Autologous
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Transplantation Conditioning/methods*
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Central Nervous System Neoplasms/therapy*
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Hematopoietic Stem Cell Transplantation
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Female
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Male
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Middle Aged
;
Adult
;
Lymphoma/therapy*
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Treatment Outcome
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Aged
7.Shuangshi Tonglin Capsule Improves Prostate Fibrosis through Nrf2/TGF-β1 Signaling Pathways.
Zi-Qiang WANG ; Peng MAO ; Bao-An WANG ; Qi GUO ; Hang LIU ; Yong YUAN ; Chuan WANG ; Ji-Ping LIU ; Xing-Mei ZHU ; Hao WEI
Chinese journal of integrative medicine 2025;31(6):518-528
OBJECTIVE:
To investigate the effect and mechanism of Shuangshi Tonglin Capsules (SSTL) in the treatment of prostate fibrosis (PF).
METHODS:
Human prostate stromal cells (WPMY-1) were used for in vitro experiments to establish PF cell models induced with estradiol (E2). The cell proliferation, migration and clonogenic capacity were determined by cell counting kit-8, scratch assay, and crystal violet staining, respectively. Sprague-Dawley rats were used for in vivo experiments. The changes in histomorphology and organ index of rat prostate by SSTL were determined. Pathologic changes and collagen deposition changes in rat prostate were observed by haematoxylin and eosin (HE) and Masson staining. Enzyme-linked immunosorbent assay kits were used to determine changes in rat PF markers fibroblast growth factor-23 (FGF-23), E2 and prostate specific antigen (PSA). Mechanistically, changes in oxidative stress indicators by SSTL were determined in WPMY-1 cells and PF rats. Then the expressions of nuclear factor erythroid 2-related factor 2 (Nrf2)/heme oxygenase-1 (HO-1) and transforming growth factor-β1 (TGF-β1)/Smad pathway-related proteins as well as Nrf2 and TGF-β1 mRNA were further detected by Western blot or quantitative real-time polymerase chain reaction both in vivo and in vitro.
RESULTS:
In the efficacy study, SSTL significantly reduced the proliferation, migration, and clonogenic ability of cells, improved the morphology of the glandular tissue, significantly reduced the prostate index, reduced glandular fibrous tissue and collagen deposition, and resulted in a significant decrease in the levels of FGF-23, E2 and PSA (P<0.01 or P<0.05). In the mechanistic study, SSTL ameliorated oxidative stress by significantly increasing superoxide dismutase and glutathione peroxidase levels and decreasing malondialdehyde level in WPMY-1 cells and rats (P<0.01 or P<0.05). SSTL significantly elevated the expressions of Nrf2, HO-1, NAD(P)H quinone oxidoreductase 1 (NQO-1), and Smad7 proteins in both cells and rats, and significantly decreased the expressions of TGF-β1, collagen I, α-smooth muscle actin and Smad4 proteins (P<0.01 or P<0.05). SSTL also elevated the content of Nrf2 mRNA and decreased the content of TGF-β1 mRNA in cells and rats (P<0.01 or P<0.05). The Nrf2 inhibitor ML385 was added in in vitro experiments to further validate the pathway relevance.
CONCLUSION
SSTL was effective in improving PF in vivo and in vitro, and its mechanism of action may function through the Nrf2/TGF-β1 signaling pathway.
Male
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NF-E2-Related Factor 2/metabolism*
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Animals
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Drugs, Chinese Herbal/therapeutic use*
;
Signal Transduction/drug effects*
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Transforming Growth Factor beta1/metabolism*
;
Rats, Sprague-Dawley
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Humans
;
Fibrosis
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Prostate/drug effects*
;
Cell Proliferation/drug effects*
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Capsules
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Cell Movement/drug effects*
;
Oxidative Stress/drug effects*
;
Rats
8.Shexiang Tongxin Dropping Pill Improves Stable Angina Patients with Phlegm-Heat and Blood-Stasis Syndrome: A Multicenter, Randomized, Double-Blind, Placebo-Controlled Trial.
Ying-Qiang ZHAO ; Yong-Fa XING ; Ke-Yong ZOU ; Wei-Dong JIANG ; Ting-Hai DU ; Bo CHEN ; Bao-Ping YANG ; Bai-Ming QU ; Li-Yue WANG ; Gui-Hong GONG ; Yan-Ling SUN ; Li-Qi WANG ; Gao-Feng ZHOU ; Yu-Gang DONG ; Min CHEN ; Xue-Juan ZHANG ; Tian-Lun YANG ; Min-Zhou ZHANG ; Ming-Jun ZHAO ; Yue DENG ; Chang-Jiang XIAO ; Lin WANG ; Bao-He WANG
Chinese journal of integrative medicine 2025;31(8):685-693
OBJECTIVE:
To evaluate the efficacy and safety of Shexiang Tongxin Dropping Pill (STDP) in treating stable angina patients with phlegm-heat and blood-stasis syndrome by exercise duration and metabolic equivalents.
METHODS:
This multicenter, randomized, double-blind, placebo-controlled clinical trial enrolled stable angina patients with phlegm-heat and blood-stasis syndrome from 22 hospitals. They were randomized 1:1 to STDP (35 mg/pill, 6 pills per day) or placebo for 56 days. The primary outcome was the exercise duration and metabolic equivalents (METs) assessed by the standard Bruce exercise treadmill test after 56 days of treatment. The secondary outcomes included the total angina symptom score, Chinese medicine (CM) symptom scores, Seattle Angina Questionnaire (SAQ) scores, changes in ST-T on electrocardiogram and adverse events (AEs).
RESULTS:
This trial enrolled 309 patients, including 155 and 154 in the STDP and placebo groups, respectively. STDP significantly prolonged exercise duration with an increase of 51.0 s, compared to a decrease of 12.0 s with placebo (change rate: -11.1% vs. 3.2%, P<0.01). The increase in METs was significantly greater in the STDP group than in the placebo group (change: -0.4 vs. 0.0, change rate: -5.0% vs. 0.0%, P<0.01). The improvement of total angina symptom scores (25.0% vs. 0.0%), CM symptom scores (38.7% vs. 11.8%), reduction of nitroglycerin consumption (100.0% vs. 11.3%), and all domains of SAQ, were significantly greater with STDP than placebo (all P<0.01). The changes in Q-T intervals at 28 and 56 days from baseline were similar between the two groups (both P>0.05). Twenty-five participants (16.3%) with STDP and 16 (10.5%) with placebo experienced AEs (P=0.131), with no serious AEs observed.
CONCLUSION
STDP could improve exercise tolerance in patients with stable angina and phlegm-heat and blood stasis syndrome, with a favorable safety profile. (Registration No. ChiCTR-IPR-15006020).
Humans
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Double-Blind Method
;
Drugs, Chinese Herbal/adverse effects*
;
Male
;
Female
;
Middle Aged
;
Angina, Stable/physiopathology*
;
Aged
;
Syndrome
;
Treatment Outcome
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Placebos
;
Tablets
9.Predictive Value of A2DS2 Score Combined with Neutrophil Percentage/Albumin Ratio and D-Dimer for the Occurrence of Stroke-Associated Pneumonia in AIS Patients
Li-ping WANG ; Zhen-zhen WANG ; Qing-bo GE ; Bao-ping WANG
Progress in Modern Biomedicine 2025;25(14):2335-2342
Objective:To investigate the predictive value of A2DS2 score combined with neutrophil percentage/albumin ratio(NPAR)and D-dimer for the occurrence of stroke-associated pneumonia(SAP)in acute ischemic stroke(AIS)patients.Methods:Retrospective analysis of the clinical data of 265 AIS patients admitted to the Southern Theater Command Air Force Hospital from November 2017 to November 2023.AIS patients were divided into SAP group and non-SAP group according to whether occurrence of SAP within one week of onset.Collect clinical data from two groups of patients,calculate A2DS2 score,NPAR,detected the D-dimer levels of two groups.Spearman correlation analysis on the relationship between A2DS2 score and NPAR,D-dimer levels.Multiple factor logistic regression analysis were used to identify independent risk factors.The predictive values were analyzed by receiver operating characteristic(ROC)curve,Constructing a modifed A2DS2(mA2DS2)score based on the optimal cutoff values of A2DS2 score,NPAR and D-dimer,the predictive values of the mA2DS2 score was analyzed by ROC curve.Results:A total of 265 AIS patients were included in this study,of which 78 patients with AIS developed SAP within one week of onset,and the incidence rate of SAP was 29.43%.There were statistically difference in comparison of age,national institute of health stroke scale(NIHSS)score at admission,swallowing difficulties,atrial fibrillation,history of stroke,A2DS2 score,D-dimer,fibrinogen levels,systemic immune-inflammation index(SII),neutrophil to lymphocyte ratio(NLR),platelet to lymphocyte ratio(PLR),NPAR between SAP group and non-SAP group(P<0.05).A2DS2 score was positively correlated with NPAR and D-dimer(P<0.05).The results of the multifactor logistic regression model analysis showed that,elevated NPAR,elevated D-dimer and elevated A2DS2 score were risk factors for the occurrence of SAP in AIS patients(P<0.05).The area under curve(AUC)predicted by A2DS2 score for the occurrence of SAP in AIS patients was 0.866,the AUC predicted by NPAR for the occurrence of SAP in AIS patients was 0.815,and the AUC predicted by D-dimer for the occurrence of SAP in AIS patients was 0.705.The ROC curve analysis results show that,the AUC predicted by mA2DS2 score for the occurrence of SAP in AIS patients was 0.898,which was greater than the AUC predicted by A2DS2 score alone.Conclusions:The significant increase in A2DS2 score,NPAR and D-dimer levels is associated with the occurrence of SAP in AIS patients,and the A2DS2 score combined with NPAR and D-dimer detection has a high predictive efficiency for the occurrence of SAP in AIS patients.
10.Establishment of A Model Combining with Traditional Chinese Medicine Syndrome for Predicting the Risk of Disease Progression in Patients with Membranous Nephropathy
Xiaoyan HUANG ; Xian LI ; Kun ZOU ; Xiaofan HONG ; Yue CAO ; Xing LIANG ; Rongrong WANG ; Ping LI ; Daixin ZHAO ; Wu ZHOU ; Kun BAO
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(3):774-781
Objective To construct a model combining with traditional Chinese medicine(TCM)syndrome for predicting the risk of disease progression in patients with idiopathic membranous nephropathy(IMN)by machine learning methods,thus to quantitatively evaluating the value of TCM syndrome in the prediction of the risk of disease progression in IMN.Methods Monofactor analysis,recursive feature elimination(RFE)and multivariate binary Logistic regression analysis were used to screen the independent related factors affecting the risk of disease progression of IMN,and then a risk prediction model was constructed.A total of 102 patients with IMN were randomly assigned to the training set and the test set in a ratio of 65∶35,and then the comparison was conducted in the performance indicators of accuracy,sensitivity,specificity,F1 value,and area under the receiver operating characteristic(ROC)area under the curve(AUC)of the risk prediction model with or without the inclusion of the TCM syndrome information.Results Before the inclusion of TCM syndrome information,12 clinical characteristic variables for patients with MN were obtained after monofactor analysis combined with RFE screening,and they were age,hemoglobin quantification,urinary occult blood,24-hour urine protein quantification,urine protein-creatinine ratio,estimated glomerular filtration rate(eGFR),creatinine,uric acid,alanine transaminase,anti-phospholipase A2 receptor antibody(PLA2R-Ab),total cholesterol,and low-density lipoprotein cholesterd.A risk cholesterol prediction model containing the above variables was constructed.The multivariate binary Logistic regression analysis showed that the differences of the clinical variables mentioned above between the training-set group and test-set group were statistically significant,and the risk prediction model presented good sensitivity and predictability.Monofactor analysis combined with RFE screening was performed again after the inclusion of TCM syndrome information,and then 14 variables were obtained,which included blood stasis syndrome and dampness obstruction syndrome.The sensitivity and specificity of the model with the inclusion of the TCM syndrome information were significantly improved when compared with those without the inclusion of TCM syndrome information.Conclusion The results of the study initially indicate that TCM syndrome can be used as an important supplementary variable for predicting the risk of disease progression in IMN,and will provide a reference for intelligent diagnosis through the integration of traditional Chinese and western medicine information,and will supply the guidance for the treatment of IMN with TCM.

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