1.The emulation of clinical trials with real-world data: development and application of target trial
Jiawei ZHOU ; Lihong HUANG ; Dongfang YOU ; Feng CHEN ; Yang ZHAO
Chinese Journal of Epidemiology 2024;45(2):279-285
Clinical trial is the gold standard for evaluating the efficacy and safety of interventions; however, it is limited by high costs and long time. Real-world data (RWD) can provide a robust data basis for comparative research, but the quality is uneven. This review introduces the target trial emulation, in which researchers, using RWD and following the design of clinical trials, define exposure and outcome in advance, set eligibility criteria, determine the time zero, estimate sample size, and plan statistical analysis, to enhance the quality of evidence for observational studies. This review preliminarily discusses the standard of evidence quality evaluation in target trial emulation. Then, the target trial emulation is shown through case interpretation.
2.Serum metabolic profiling of traditional Chinese medicine syndromes in patients with diarrhea-predominant irritable bowel syndrome.
Si-Qi TANG ; Yun-Liang WANG ; Zi-Ye XIE ; Yang ZHANG ; Yi GUO ; Kang-Li GAO ; Tang-You MAO ; Chun-E XIE ; Jun-Xiang LI ; Xiao-Yan GAO
Journal of Integrative Medicine 2021;19(3):274-281
OBJECTIVE:
The clinical symptoms of diarrhea-predominant irritable bowel syndrome (IBS-D) can be effectively improved by traditional Chinese medicine (TCM) treatment, based on the usage of specific therapies for different TCM syndromes. However, in the stage of diagnosis, the standard criteria for the classification of TCM syndrome were still deficient. Through serum metabolic profiling, this study aimed to explore potential biomarkers in IBS-D patients with different TCM syndromes, which can assist in diagnosis of the disease.
METHODS:
Serum samples were collected from healthy controls (30 cases), IBS-D patients with Liver-Stagnation and Spleen-Deficiency syndrome (LSSD, 30 cases), Yang Deficiency of Spleen and Kidney syndrome (YDSK, 11 cases) and Damp Abundance due to Spleen-Deficiency syndrome (DASD, 22 cases). Serum metabolic profiling was conducted by ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry. The potential biomarkers were screened by orthogonal partial least square-discriminate analysis, while metabolic pathways undergoing alterations were identified by pathway enrichment analysis in MetaboAnalyst 4.0.
RESULTS:
Overall, 34 potential biomarkers were identified in LSSD group, 36 in YDSK group and 31 in DASD group. And the 13 metabolites shared by three groups were determined as the potential biomarkers of IBS-D. Glycerophospholipid metabolism was disturbed significantly in IBS-D patients, which may play a role in IBS-D through inflammation. What's more, three TCM syndromes have the specific potential biomarkers in glycerophospholipid metabolism.
CONCLUSION
The serum metabolomics revealed that different TCM syndrome types in IBS-D may have different metabolic patterns during disease progression and glycerophospholipid metabolism was one of the pathways, whose metabolism was disturbed differently among three TCM syndromes in IBS-D. Therefore, the specific potential biomarkers in glycerophospholipid metabolism of three TCM syndromes in IBS-D can serve as the objective indicators, which can facilitate the TCM-syndrome objective classification of IBS-D.
3. Sensitivity analysis method for unmeasured confounding interference in observational study
Danhua WANG ; Dongfang YOU ; Lihong HUANG ; Yang ZHAO
Chinese Journal of Epidemiology 2019;40(11):1470-1475
Objective:
To introduce the methods for sensitivity analysis, discuss and compare the advantages and disadvantages of different methods.
Methods:
The difference between confounding function method and bounding factor method in accuracy of identifying unmeasured confounding factors in observational studies through simulation trials and actual clinical data was compared.
Results:
The results of simulation trials and actual clinical data showed that when there was unmeasured confounding between exposure (
4. Theoretical and Clinical Studies of Integrated Traditional Chinese Medicine and Western Medicine for Infertile Women with Diminished Ovarian Reserve
Ai-jun SUN ; Xu-dong TANG ; Qiao-li ZHANG ; Jian-ping ZHU ; Tian XIA ; Can-quan ZHOU ; Zhe JIN ; Zhao-ling YOU
Chinese Journal of Experimental Traditional Medical Formulae 2019;25(8):148-157
Infertility with diminished ovarian reserve(DOR) is a major problem in the field of reproductive health and it has attracted great attention worldwidely.Function deficiency of the kidney is one of the fundamental pathogenesis for DOR.Traditional Chinese medicines(TCMs) have a long history with rich experience for the treatment of infertility.Some TCMs are very effective in the treatment of kidney deficiency for infertility with DOR.The integrated TCMs and western medicine,and combination of disease differentiation and syndrome differentiation may help for diagnosis and treatment of infertility with DOR.We adopt the concept of unified treatment for special disease,and the methods and principle of treatment can be used.Therefore,we adopt the TCM concept of kidney-tonifying,blood-nourishing,liver-dispersing and spleen-invigorating.The TCMs kidney-tonifying formulae are added and subtracted.TCMs can regulate the reproductive function via multiple systems for simultaneous conditioning of follicular development and ovulation.At the same time,a hypothesis of " simultaneous conditioning of follicular development and ovulation" was proposed.Two-stage therapy with integrated TCMs and western medicine has been used,mainly for increasing the number of eggs,and improving follicle quality.The goal is to achieve simultaneous conditioning of follicular development and ovulation and ultimately for effective treatment of infertility with DOR.
5.Effect of Zishenwan on Pyroptosis and Epithelial-Mesenchymal Transition of Renal Tubular Epithelial Cells in Diabetic Nephropathy Mice
Xiao-yuan GUO ; Cheng-fei ZHANG ; You WU ; Li-li WU ; Ling-ling QIN ; Tong-hua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(21):27-36
Objective:To study the efficacy and mechanism of Zishenwan (ZSW) against pyroptosis and epithelial-mesenchymal transition (EMT) of renal tubular epithelial cells in diabetic nephropathy (DN) mice, so as to provide evidence for the treatment of DN with ZSW. Method:The
6.Mechanism of Tangbikang Dry Paste in Prevention and Treatment of Type 2 Diabetic Peripheral Neuropathy Based on GLO-1/AGE/RAGE Pathway
Lijia WU ; Chengfei ZHANG ; Xiaolei JIA ; Lingling QIN ; Haiyan WANG ; Yukun HUANG ; You WANG ; Xincui BAO ; Jing YANG ; Cuiyan LYU ; Tonghua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):60-69
ObjectiveTo investigate the mechanism of Tangbikang dry paste in the prevention and treatment of type 2 diabetic peripheral neuropathy (DPN) based on the glyoxalase-1 (GLO-1)/advanced glycation end products (AGE)/receptor for advanced glycation end products (RAGE) pathway. MethodsA total of 56 Sprague-Dawley rats were randomly divided, with eight assigned to the normal group. The remaining 48 rats were fed a high-fat diet combined with intraperitoneal injection of streptozotocin (STZ) to induce a type 2 diabetes mellitus (T2DM) model. Based on blood glucose levels, the rats were randomly assigned to the model group, Tanglin group (13.5 mg·kg-1), metformin group (135 mg·kg-1), and Tangbikang dry paste low-, medium-, and high-dose groups (3, 6, 12 g·kg-1). Successful modeling of DPN was confirmed by a decrease in mechanical pain threshold in the model group at week 4. Fasting blood glucose, body weight, and mechanical pain threshold were measured every 4 weeks. After 16 weeks of intervention, the pathological morphology of the sciatic nerve was observed using hematoxylin-eosin (HE) staining. The expression of RAGE, AGE, protein kinase C (PKC), and collagen (COL) in the sciatic nerve was assessed by immunohistochemistry. The mRNA expression of RAGE, PKC, Toll-like receptor (TLR), COL, and GLO-1 was detected using real-time quantitative PCR (Real-time PCR). Serum levels of aspartate aminotransferase (AST), alanine aminotransferase (ALT), creatinine (CREA), urea (UREA), interleukin-6 (IL-6), and tumor necrosis factor (TNF)-α were measured by enzyme-linked immunosorbent assay (ELISA). ResultsCompared with the normal group, the model group showed significantly increased fasting blood glucose (P<0.01), decreased body weight and mechanical pain threshold (P<0.01), and elevated serum AST, ALT, CREA, UREA, IL-6, and TNF-α levels (P<0.01). The expression of RAGE, AGE, and PKC in the sciatic nerve was significantly increased (P<0.01), while COL expression was decreased (P<0.01). The mRNA expression of TLR, RAGE, and PKC was upregulated (P<0.01), whereas COL and GLO-1 mRNA levels were downregulated (P<0.01). Histological examination showed irregular nerve morphology, axonal alterations, and myelin degeneration. Compared with the model group, fasting blood glucose levels in the Tangbikang dry paste high-dose group at all time points and in the medium-dose group at weeks 4 and 16 were significantly reduced (P<0.05, P<0.01). No significant changes in body weight were observed across all Tangbikang dose groups. The mechanical pain threshold was elevated at different time points after administration in all Tangbikang groups (P<0.05, P<0.01). Serum IL-6 and TNF-α levels were decreased in all dose groups (P<0.05, P<0.01). The expression of RAGE, AGE, and PKC in the sciatic nerve was reduced (P<0.01), while COL expression was increased (P<0.01). The mRNA expression of TLR, RAGE, and PKC was downregulated (P<0.01), whereas GLO-1 mRNA expression was upregulated (P<0.05, P<0.01). Additionally, COL mRNA expression was significantly increased in the low- and high-dose groups (P<0.01). Pathological changes in the sciatic nerve were milder in all Tangbikang groups compared to the model group. ConclusionTangbikang dry paste significantly improves DPN, and its mechanism may be associated with the regulation of the GLO-1/AGE/RAGE signaling pathway.
7.Mechanism of Tangbikang Dry Paste in Prevention and Treatment of Type 2 Diabetic Peripheral Neuropathy Based on GLO-1/AGE/RAGE Pathway
Lijia WU ; Chengfei ZHANG ; Xiaolei JIA ; Lingling QIN ; Haiyan WANG ; Yukun HUANG ; You WANG ; Xincui BAO ; Jing YANG ; Cuiyan LYU ; Tonghua LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):60-69
ObjectiveTo investigate the mechanism of Tangbikang dry paste in the prevention and treatment of type 2 diabetic peripheral neuropathy (DPN) based on the glyoxalase-1 (GLO-1)/advanced glycation end products (AGE)/receptor for advanced glycation end products (RAGE) pathway. MethodsA total of 56 Sprague-Dawley rats were randomly divided, with eight assigned to the normal group. The remaining 48 rats were fed a high-fat diet combined with intraperitoneal injection of streptozotocin (STZ) to induce a type 2 diabetes mellitus (T2DM) model. Based on blood glucose levels, the rats were randomly assigned to the model group, Tanglin group (13.5 mg·kg-1), metformin group (135 mg·kg-1), and Tangbikang dry paste low-, medium-, and high-dose groups (3, 6, 12 g·kg-1). Successful modeling of DPN was confirmed by a decrease in mechanical pain threshold in the model group at week 4. Fasting blood glucose, body weight, and mechanical pain threshold were measured every 4 weeks. After 16 weeks of intervention, the pathological morphology of the sciatic nerve was observed using hematoxylin-eosin (HE) staining. The expression of RAGE, AGE, protein kinase C (PKC), and collagen (COL) in the sciatic nerve was assessed by immunohistochemistry. The mRNA expression of RAGE, PKC, Toll-like receptor (TLR), COL, and GLO-1 was detected using real-time quantitative PCR (Real-time PCR). Serum levels of aspartate aminotransferase (AST), alanine aminotransferase (ALT), creatinine (CREA), urea (UREA), interleukin-6 (IL-6), and tumor necrosis factor (TNF)-α were measured by enzyme-linked immunosorbent assay (ELISA). ResultsCompared with the normal group, the model group showed significantly increased fasting blood glucose (P<0.01), decreased body weight and mechanical pain threshold (P<0.01), and elevated serum AST, ALT, CREA, UREA, IL-6, and TNF-α levels (P<0.01). The expression of RAGE, AGE, and PKC in the sciatic nerve was significantly increased (P<0.01), while COL expression was decreased (P<0.01). The mRNA expression of TLR, RAGE, and PKC was upregulated (P<0.01), whereas COL and GLO-1 mRNA levels were downregulated (P<0.01). Histological examination showed irregular nerve morphology, axonal alterations, and myelin degeneration. Compared with the model group, fasting blood glucose levels in the Tangbikang dry paste high-dose group at all time points and in the medium-dose group at weeks 4 and 16 were significantly reduced (P<0.05, P<0.01). No significant changes in body weight were observed across all Tangbikang dose groups. The mechanical pain threshold was elevated at different time points after administration in all Tangbikang groups (P<0.05, P<0.01). Serum IL-6 and TNF-α levels were decreased in all dose groups (P<0.05, P<0.01). The expression of RAGE, AGE, and PKC in the sciatic nerve was reduced (P<0.01), while COL expression was increased (P<0.01). The mRNA expression of TLR, RAGE, and PKC was downregulated (P<0.01), whereas GLO-1 mRNA expression was upregulated (P<0.05, P<0.01). Additionally, COL mRNA expression was significantly increased in the low- and high-dose groups (P<0.01). Pathological changes in the sciatic nerve were milder in all Tangbikang groups compared to the model group. ConclusionTangbikang dry paste significantly improves DPN, and its mechanism may be associated with the regulation of the GLO-1/AGE/RAGE signaling pathway.
8.Effect of Zishenwan on Intestinal Barrier and Transcriptome of Skeletal Muscle of db/db Diabetic Mice
You WU ; Yuan CHEN ; Yaomu HU ; Boju SUN ; Xiaoyuan GUO ; Lingling QIN ; Tonghua LIU ; Lili WU
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(16):22-32
ObjectiveTo explore the effect of Zishenwan on glucose and lipid metabolism in spontaneous type 2 diabetes (db/db) mice and investigate the underlying mechanism for improving diabetes based on intestinal barrier function and skeletal muscle transcriptome sequencing results. MethodLiquid chromatography-tandem mass spectrometry (LC-MS/MS) was used to analyze the components of Zishenwan. Sixteen 6-week-old db/db mice were divided into a model group and a Zishenwan group, while eight wild-type mice were assigned to the normal group. The Zishenwan group received oral administration of drugs for six weeks, during which fasting blood glucose, body weight, and food intake were measured. Serum total cholesterol (TC) and triglyceride (TG) levels were determined, and fasting insulin levels were measured to calculate the homeostatic model assessment of insulin resistance (HOMA-IR). After the treatment, skeletal muscle and ileum tissues were collected, followed by hematoxylin-eosin (HE) staining. Immunohistochemistry was used to detect the expression of tight junction proteins occludin and zonula occludens-1 (ZO-1) in the ileum. Transcriptome sequencing was performed to detect the skeletal muscle transcriptome, and enrichment analysis was conducted for differentially expressed genes. ResultMultiple active components were identified in Zishenwan. Compared with the normal group, the model group showed increased fasting blood glucose, body weight, TC, TG, and HOMA-IR (P<0.01). Compared with the model group, Zishenwan significantly reduced fasting blood glucose, body weight, TC, TG, and HOMA-IR in db/db mice (P<0.01), while there was no statistically significant difference in food intake. Compared with the normal group, the model group exhibited lipid deposition in skeletal muscle, as well as structural changes in the ileum, with significant decreases in the protein expression levels of intestinal occludin and ZO-1 (P<0.01). Compared with the model group, Zishenwan improved the pathological changes in skeletal muscle and ileum, and increased the protein expression of occludin and ZO-1 in the ileum (P<0.01). Transcriptome analysis suggested that Zishenwan might improve skeletal muscle metabolism and increase insulin sensitivity in mice. ConclusionZishenwan can improve glucose and lipid metabolism in db/db mice, and this effect may be related to its protection of intestinal barrier function and transcriptional regulation of skeletal muscle metabolism-related genes.
9.Chinese Expert's Perspectives on Andrological Diseases Responding Specifically to Traditional Chinese Medicine
Yue-qing LI ; Hai-song LI ; Yong-zhang SUN ; Sheng LIN ; Bao-xing LIU ; Jia-you ZHAO ; Jian-wu SHEN ; Hong-ming LIU ; Jing-shang WANG ; Yuan TANG ; Shao-ming LIU ; Hai WANG ; Yu-tian ZHU ; Yong ZHU ; Yong YANG ; Xiao-xiao ZHANG ; Bin WANG
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(12):182-188
In recent years, the incidence rate of andrological diseases has shown a significant growth trend. Considering the unavailability of a perfect theoretical system for andrology in traditional Chinese medicine (TCM) and the complex pathogenesis despite of the limited types of andrological diseases, it is necessary to improve the clinical efficacy of andrological diseases so as to satisfy the needs of patients. Therefore, the China Association of Chinese Medicine (CACM) organized the andrologists of TCM and western medicine and the outstanding young clinicians to discuss the andrological diseases responding specifically to TCM or integrated TCM and western medicine, such as chronic prostatitis, male infertility, benign prostatic hyperplasia, erectile dysfunction, and premature ejaculation, determine their diagnostic criteria in western medicine, and standardize the specifications for TCM diagnosis and treatment based on syndrome differentiation, thus formulating recognized and integrated diagnosis and treatment protocols. Apart from proposing suggestions on the treatment of such andrological diseases with TCM and western medicine, the experts have also figured out the andrological diseases responding specifically to TCM, the optimal intervention time of TCM and western medicine, and the suitable measures including surgery. The resulting consensus helps to better guide the formulation of accurate, personalized, and optimized treatment plans in clinical practice and improve the diagnosis and treatment effects of andrological diseases by giving full play to the advantages of TCM, which will in turn contribute to further innovation and development of TCM.
10. Estimation on the individual treatment effect among heterogeneous population, using the Causal Forests method
Wenjing HE ; Dongfang YOU ; Ruyang ZHANG ; Hao YU ; Feng CHEN ; Zhibin HU ; Yang ZHAO
Chinese Journal of Epidemiology 2019;40(6):707-712
Objective:
This project aimed to explore the effectiveness of estimating individual treatment effect on real data, among the heterogeneous population, with Causal Forests (CF) method, to find out the characteristics of heterogeneous population.
Methods:
We designed and conducted four computer simulation schemes to verify the effect of estimating on individual treatment, using the CF under four different environments of the treatment effects. Real data was then analyzed for the catheterization on right heart.
Results:
Results from the simulation process showed that the values on individual treatment effect that were estimated by causal forests were consistent with the population effect as well as in line with the expected distribution under the setting of four different effect values. Results of real data analysis showed that values of individual treatment effect among most patients appeared positive, so the use of RHC could cause an increase of the '180-day mortality rate’ in the sampled population. Patients with lower predicted probability of 2-mo survival and albumin were more likely to have a lower risk of death after using the RHC.
Conclusion
CF method could be effectively used to estimate the individual treatment effect and helping the individuals to make decision on the receipt of treatment.