1.Research hotspots and of development trends visual analysis in digital-driven quality evaluation of traditional Chinese medicine
Yongfu LUAN ; Bing WANG ; Aizhen BAI ; Yingying XIE ; Hongchao LIU ; Weiliang CUI ; Yongqiang LIN
Drug Standards of China 2025;26(3):237-245
Digital technology has revolutionized the traditional model of quality evaluation for traditional Chinese medicine(TCM).This article systematically reviews the research hotspots and practical applications of digital-driv-en quality evaluation of TCM.Simultaneously,this paper analyzes and assesses the challenges faced by the digitiza-tion of TCM quality evaluation from multiple perspectives,including data acquisition,model construction,applica-tion promotion and market acceptance,and puts forward targeted strategies.Addressing the existing issues in the field of TCM quality,this paper proposes a series of innovative concepts,including the mining and application of TCM property data,the construction of a large database of TCM components,the integration of digital technology and emerging biotechnology for biological effect evaluation of TCM and clinical intelligent evaluation based on real-world data.Based on these,it further proposes a multi-dimensional quality analysis model for grading TCM,which encompasses TCM property data,chemical composition analysis,biological effect assessment and clinical evalua-tion.It aims to provide a useful reference for the modernization,scientification,and standardization of TCM quality evaluation.
2.Accurate prediction of the content of active components in Halitum based on X-ray diffraction digital spectrum
Xiaoying REN ; Jiawei LI ; Yuning DONG ; Mengjiao SANG ; Mengting QIN ; Lin LIN ; Yongqiang LIN
Drug Standards of China 2025;26(3):304-311
Objective:To establish a rapid quantitative model of sodium chloride content in Halitum of traditional Chinese medicine by using X-ray diffraction technology and machine learning algorithm.Methods:The data of X-ray diffraction patterns of 90 batches of Halitum samples were collected,and the rapid prediction models of X-ray diffraction were constructed by using partial least squares(PLS),support vector regression(SVR)long short-term memory(LSTM)according to the reference values determined by the content determination method of Halitum in the Chinese Pharmacopoeia 2020 edition.Results:The data preprocessed by multivariate scatter correction(MSC)and selected by competitive adaptive reweighted sampling(CARS)were better in PLS model and LSTM model.The data pretreated by standard normal transformation(SNV)and selected by CARS feature variable perform well in SVR.Conclusion:The three models show good prediction potential,which shows that the combination of X-ray diffraction technology and machine learning algorithm is feasible for accurate prediction of the content of Halitum in traditional Chinese medicine.
3.Simultaneous,rapid,and precise prediction of main quality control indicators of typhae pollen based on near-infrared spectroscopy technology
Yuning DONG ; Mengjiao SANG ; Xiaoying REN ; Mengting QIN ; Yingying XIE ; Weiliang CUI ; Fei XUE ; Yongqiang LIN ; Bing WANG
Drug Standards of China 2025;26(3):325-331
Objective:To establish a rapid quantitative model for the determination of moisture,extractives,and content in Pollen Typhae.Methods:Near-infrared spectra of 91 batches of Pollen Typhae samples were collected.Spectral preprocessing was performed using S-G,MSC,SNV,and CWT methods.Variable selection was conducted using CARS,SPA,and VIP methods,and compared with full-spectrum modeling.Partial least squares(PLS)mod-els were established for the quantitative determination of moisture,total ash,extractives,and content.The model performance was evaluated by calculating the coefficient of determination for the calibration set and validation set(R2 c,R2v),root mean square error of calibration and validation(RMSEc,RMSEv),and residual prediction devia-tion(RPD).Results:The PLS models for moisture,extractives,and content in Pollen Typhae showed R2c and R2v values greater than 0.9,RMSEc and RMSEv values approaching 0,and RPD values greater than 3.Conclusion:In this study,near-infrared spectroscopy was used to construct quantitative prediction models for moisture,extractives,typhaneoside,and isorhamnetin-3-O-neohesperidoside content in Pollen Typhae.This method enables rapid detection of the main quality control indicators of Pollen Typhae,providing strong technical support for its quality supervision.
4.Association between physical activity and cognitive impairment in older adults aged 65 years and above in longevity areas of China
Hang XU ; Yudong WU ; Chen CHEN ; Xi MENG ; Jiahao CHEN ; Zenghang ZHANG ; Zhuchun ZHONG ; Jingjing YANG ; Xiaoshuang FU ; Sirui CHEN ; Yongqiang CHEN ; Zhipei LI ; Lin YE ; Xiaoming SHI ; Yuebin LYU
Chinese Journal of Epidemiology 2025;46(5):753-760
Objective:To explore the relationships between physical activity and cognitive impairment in older adults aged ≥65 years in longevity areas in China.Methods:A total of 6 081 older adults aged ≥65 years from the Healthy Ageing and Biomarkers Cohort Study in China in 2021 were included in this study. Information about their demographic characteristics, lifestyles, and chronic disease histories were collected, the intensity of physical activity was evaluated by using Physical Activity Scale for the Elderly, and the cognitive function was evaluated by using Mini-Mental State Examination Scale (Chinese version). Multifactorial logistic regression model was used to analyze the associations between different levels and types of physical activity and cognitive impairment in older adults.Results:In the 6 081 older adults, 1 829 (30.1%) had cognitive impairment. After adjusting for confounders, older adults with T2 and T3 levels of physical activity had lower risks for cognitive impairment compared with those with T1 levels of physical activity, with ORs of 0.47 (95% CI: 0.40-0.55) and 0.22 (95% CI: 0.18-0.28). The results of different types of physical activities showed that the ORs in leisure activity T2 and T3 groups were 0.52 (95% CI: 0.44-0.63) and 0.49 (95% CI: 0.41-0.58), and the ORs in housework activity T2 and T3 groups were 0.36 (95% CI: 0.30-0.42) and 0.19 (95% CI: 0.16-0.24). There was no significant association between work-related activity and cognitive impairment. Conclusion:There is a negative association between the intensity level of physical activity and cognitive impairment, and active leisure and household activities might reduce the risk for cognitive impairment.
5.Resting-state functional MRI fractional amplitude of low-frequency fluctuation for evaluating white matter function in adolescent smokers
Daining SONG ; Ting XUE ; Dahua YU ; Junxuan WANG ; Wuyuan XIN ; Jingjing DING ; Lin LUO ; Yongqiang KANG
Chinese Journal of Medical Imaging Technology 2025;41(3):473-476
Objective To observe changes of white matter function in adolescent smoker(AS)with resting-state functional MRI(rs-fMRI)fractional amplitude of low-frequency fluctuation(fALFF)technique.Methods Forty-five adolescents(AS group)and 45 control subjects(control group)were prospectively enrolled,and brain rs-fMRI were acquired.Brain regions with fALFF being different between groups were observed,and the correlations with clinical indicators were analyzed.Results Compared with that in control group,fALFF of the right superior longitudinal fasciculus significantly elevated in AS group(FDR correct Q<0.05),in which the peak of the cluster was positively correlated with score of Fagerstr?m test for nicotine dependence(FTND)(r=0.294,P=0.049).Conclusion White matter function changed in AS,presenting as significantly increased fALFF in right superior longitudinal fasciculus,which was positively correlated with nicotine dependence.
6.Analysis on Quality Standard of Sennae Folium(Cassia angustifolia) Dispensing Granules Based on Standard Decoctions
Jinxin LI ; Xue DONG ; Shuai DUAN ; Guiyun CAO ; Jinghua ZHANG ; Yongfu LUAN ; Yongqiang LIN ; Xiaodi DONG ; Zhaoqing MENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(9):192-200
ObjectiveTo establish the quality standards for Sennae Folium(Cassia angustifolia) dispensing granules based on standard decoctions. MethodsHigh performance liquid chromatography(HPLC) specific chromatograms were established for 15 batches of Sennae Folium(C. angustifolia) standard decoctions and 10 of Sennae Folium(C. angustifolia) dispensing granules from different manufacturers, and the similarity evaluation, hierarchical cluster analysis(HCA) and principal component analysis(PCA) were performed. Linear calibration with two reference substances(LCTRS) and quantitative analysis of multi-components by single-marker(QAMS) were established for the common peaks in the specific chromatograms to determine the contents of main components in the decoction pieces, standard decoctions and dispensing granules, and to calculate their transfer rates from decoction pieces to standard decoctions and dispensing granules. ResultsThe similarities of specific chromatograms of 15 batches of Sennae Folium(C. angustifolia) standard decoctions and 10 batches of Sennae Folium(C. angustifolia) dispensing granules were all greater than 0.95, and a total of 8 characteristic peaks were calibrated, and five of them were identified, including kaempferol-3,7-O-diglucoside, apigenin-6,8-di-C-glucoside, quercetin-3-O-gentianoside, sennoside B and sennoside A. HCA and PCA results showed that there were certain differences in the composition of different batches of standard decoctions, but no clustering was observed in the production area. As the standard decoctions, the extract rate of 15 batches of samples was 26.54%-45.38%, the contents of kaempferol-3,7-O-diglucoside, apigenin-6,8-di-C-glucoside, quercetin-3-O-gentianoside, sennoside B and sennoside A were 12.16-19.26, 2.57-4.94, 3.27-5.11, 6.75-11.39, 4.69-7.79 mg·g-1, and their transfer rates from decoction pieces to standard decoctions were 45.41%-79.02%, 29.12%-55.07%, 40.52%-67.90%, 24.72%-49.12%, 27.54%-49.34%, respectively. The extract rates of Sennae Folium(C. angustifolia) dispensing granules(C8-C10) were 38.10%-39.50%, the transfer rates of the above five components from decoction pieces to dispensing granules were 72.85%-73.58%, 53.43%-53.94%, 40.19%-40.74%, 24.62%-25.00%, 28.65%-29.11%, respectively, which were generally consistent with the transfer rates from decoction pieces to standard decoctions. ConclusionCompared with the relative retention time method, LCTRS has higher prediction accuracy and is more suitable for chromatographic columns. The established quality control standard of Sennae Folium(C. angustifolia) dispensing granules based on standard decoction is reasonable and reliable, and all indicators of samples from different manufacturers are within the range specified based on the standard decoction, which can provide reference for the quality control and process research of this dispensing granules.
7.Analysis on Quality Standard of Hedyotis Herba Dispensing Granules Based on Standard Decoction
Jinghua ZHANG ; Nana WU ; Yanan LYU ; Guiyun CAO ; Jiacheng XU ; Yongqiang LIN ; Xiaodi DONG ; Jinxin LI ; Zhaoqing MENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(10):210-217
ObjectiveTo establish the specific chromatogram and quantitative analysis of multi-components by single-marker(QAMS) based on linear calibration using two reference substances(LCTRS), explore the consistency between Hedyotis Herba dispensing granules and standard decoction, and evaluate the quality of the dispensing granules. MethodsHigh performance liquid chromatography(HPLC) specific chromatogram was established based on 15 batches of Hedyotis Herba standard decoction and 10 batches of the dispensing granules, and LCTRS was used to locate chromatographic peaks. The actual retention times of 7 characteristic peaks in the specific chromatogram was measured on 24 different types of C18 columns, taking deacetyl asperulosidic acid and asperulosidic acid as the dual standard compounds, the retention times of the other 5 characteristic peaks were predicted and validated. Based on this, QAMS was developed to determine the contents of four components(deacetyl asperulosidic acid, deacetyl asperulosidic acid methyl ester, asperulosidic acid, and p-coumaric acid). Then, the relative correction factors of deacetyl asperulosidic acid, deacetyl asperulosidic acid methyl ester and p-coumaric acid were calculated using the reference peak of asperulosidic acid in the dual standard compounds, and each component was quantified accordingly. Finally, the consistency between the dispensing granules and standard decoction was assessed by taking extract rate of the standard decoction, consistency of the specific chromatograms, contents and transfer rates of the indicator components as indexes, and the quality of the dispensing granules was evaluated. ResultsThere were 7 common peaks in the characteristic chromatogram of samples of Hedyotis Herba standard decoction and the dispensing granules, and four of them were identified by reference standards, namely deacetyl asperulosidic acid(peak 1), deacetyl asperulosidic acid methyl ester(peak 3), asperulosidic acid(peak 6) and p-coumaric acid(peak 7). The similarity between the dispensing granules and the standard decoction was >0.9. The absolute deviation in the predicted retention time for each component by LCTRS was lower than that of the relative retention time method. The extract rate of the 15 batches of Hedyotis Herba standard decoction ranged from 7.89% to 14.60%, the contents of deacetyl asperulosidic acid, deacetyl asperulosidic acid methyl ester, asperulosidic acid and p-coumaric acid were 6.62-19.70, 3.83-17.99, 1.57-6.69, 1.62-4.52 mg·g-1, and the transfer rates of these components from decoction pieces to the standard decoction were 22.89%-39.60%, 34.03%-62.24%, 24.25%-43.70%, and 40.58%-73.71%, respectively. The extract rate, index component contents and transfer rates from decoction pieces to the three batches of Hedyotis Herba dispensing granules(P1-P3), produced by manufacturer A, were similar to those of the standard decoction prepared from the same batch of decoction pieces, and all fell within the specified range. The contents of the 4 indicator components in 7 batches of the dispensing granules(P4-P10) from manufacturers B-E were all within the range of the content converted from the standard decoction based on the quantity of the dispensing granules. ConclusionThe established specific chromatogram and QAMS based on LCTRS are reasonable and reliable. Based on the evaluation indicators of standard decoction yield, consistency of specific chromatograms, contents and transfer rates of the four index components, the 10 batches of Hedyotis Herba dispensing granules from various manufacturers have exhibited good consistency with the standard decoction, indicating that the current production process is relatively reasonable.
8.Quality Evaluation of Chuanxiong Rhizoma Dispensing Granules Based on HPLC Specific Chromatogram and Two Reference Substances for Determination of Multiple Components
Jinxin LI ; Xue DONG ; Shuai DUAN ; Guiyun CAO ; Jinghua ZHANG ; Yongfu LUAN ; Yongqiang LIN ; Xiaodi DONG ; Zhaoqing MENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):246-253
ObjectiveTo establish the specific chromatogram of Chuanxiong Rhizoma dispensing granules(CRdg), and to evaluate its quality by chemometrics and two reference substances for determination of multiple components(TRSDMC). MethodsHigh performance liquid chromatography(HPLC) specific chromatograms were established using 13 batches of CRdg from 7 manufacturers, and preliminary quality evaluation was performed by similarity evaluation and chemometrics analysis. Eight characteristic peaks in the specific chromatogram of CRdg were measured on 22 different types of C18 columns, and the actual retention times were recorded. Taking chlorogenic acid(peak 1) and senkyunolide A(peak 8) as double standard compounds, the retention times of the eight characteristic peaks were predicted by linear calibration using two reference substances(LCTRS), and the method was validated on three other columns of different brands. Taking chlorogenic acid as reference peak, the relative correction factor method(RCFM) was used to quantify cryptochlorogenic acid, caffeic acid, ferulic acid, senkyunolide I and senkyunolide A, and the results were compared with the external standard method(ESM). ResultsThe similarities of specific chromatograms of 13 batches of CRdg were all >0.90, and a total of 8 characteristic peaks were calibrated, and six of them were identified, including chlorogenic acid(peak 1), cryptochlorogenic acid(peak 2), caffeic acid(peak 3), ferulic acid(peak 5), senkyunolide I(peak 6) and senkyunolide A(peak 8). Through chemometric analysis, it was found that ferulic acid, chlorogenic acid, senkyunolide I and cryptochlorogenic acid were the main components causing quality difference in CRdg, and the accuracy of LCTRS in predicting the retention time of 8 characteristic peaks was superior to that of the relative retention time method(RRT). Further comparison of the results obtained from RCFM and ESM showed that there was no statistically significant difference between the two methods. ConclusionA quality evaluation method for CRdg based on HPLC specific chromatogram and TRSDMC is established, its qualitative accuracy is better than that of RRT, the quantitative accuracy is similar to that of ESM, and 4 quality-differentiated components among different manufacturers are found. This method is stable and reliable, and has reference value for the quality evaluation of other dispensing granules.
9.Quality Evaluation of Chuanxiong Rhizoma Dispensing Granules Based on HPLC Specific Chromatogram and Two Reference Substances for Determination of Multiple Components
Jinxin LI ; Xue DONG ; Shuai DUAN ; Guiyun CAO ; Jinghua ZHANG ; Yongfu LUAN ; Yongqiang LIN ; Xiaodi DONG ; Zhaoqing MENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):246-253
ObjectiveTo establish the specific chromatogram of Chuanxiong Rhizoma dispensing granules(CRdg), and to evaluate its quality by chemometrics and two reference substances for determination of multiple components(TRSDMC). MethodsHigh performance liquid chromatography(HPLC) specific chromatograms were established using 13 batches of CRdg from 7 manufacturers, and preliminary quality evaluation was performed by similarity evaluation and chemometrics analysis. Eight characteristic peaks in the specific chromatogram of CRdg were measured on 22 different types of C18 columns, and the actual retention times were recorded. Taking chlorogenic acid(peak 1) and senkyunolide A(peak 8) as double standard compounds, the retention times of the eight characteristic peaks were predicted by linear calibration using two reference substances(LCTRS), and the method was validated on three other columns of different brands. Taking chlorogenic acid as reference peak, the relative correction factor method(RCFM) was used to quantify cryptochlorogenic acid, caffeic acid, ferulic acid, senkyunolide I and senkyunolide A, and the results were compared with the external standard method(ESM). ResultsThe similarities of specific chromatograms of 13 batches of CRdg were all >0.90, and a total of 8 characteristic peaks were calibrated, and six of them were identified, including chlorogenic acid(peak 1), cryptochlorogenic acid(peak 2), caffeic acid(peak 3), ferulic acid(peak 5), senkyunolide I(peak 6) and senkyunolide A(peak 8). Through chemometric analysis, it was found that ferulic acid, chlorogenic acid, senkyunolide I and cryptochlorogenic acid were the main components causing quality difference in CRdg, and the accuracy of LCTRS in predicting the retention time of 8 characteristic peaks was superior to that of the relative retention time method(RRT). Further comparison of the results obtained from RCFM and ESM showed that there was no statistically significant difference between the two methods. ConclusionA quality evaluation method for CRdg based on HPLC specific chromatogram and TRSDMC is established, its qualitative accuracy is better than that of RRT, the quantitative accuracy is similar to that of ESM, and 4 quality-differentiated components among different manufacturers are found. This method is stable and reliable, and has reference value for the quality evaluation of other dispensing granules.
10.Ginsenoside Rb1 alleviates hypoxic brain injury in neonatal mice through ERK pathway
Feihong YANG ; Chao LIN ; Xiangyu SUN ; Yongqiang WANG ; He LI ; Lili LI ; Yue YONG ; Jiangang SONG
Chinese Journal of Neuroanatomy 2025;41(3):261-271
Objective:To investigate the neuroprotective effects of ginsenoside Rb1 in neonatal mice with Hypoxic Ischemia(HI)and analyze its potential molecular mechanisms.Methods:Seven-day-old C57BL/6 neonatal mice were randomly assigned to three groups:Sham group,hypoxic-ischemic(HI)model group,and HI model+ginsenoside Rb1 intervention group(HI+Rb1),with 10 mice per group.The modified Rice-Vannucci method was used to establish the HI model,and ginsenoside Rb1(20 mg/kg)was administered via intraperitoneal injection for 7 consecutive days post-surgery(once per day).Brain damage was assessed on days 7 and 14 post-surgery by evaluating cortical neurons and glial cell numbers,as well as the activation status of the ERK signaling pathway.Additionally,in utero electroporation(IUE)was used to overexpress the ERK signaling pathway in the cortical neurons,and the impact of ERK activation on glial cell development was observed.Further,IUE was used to overexpress ERK in the cortex of P0 neonatal mice,fol-lowed by the HI model on day 7 to analyze the effects of enhanced ERK signaling on oligodendrocyte development and myelin regeneration.Results:Compared to the HI group,the HI+Rb1 intervention group showed significant improve-ment in motor ability,reduction in brain injury area,less mature neuron loss,and increased newborn neurons.Addi-tionally,the number of oligodendrocytes in the cortex was increased,and the activation of the ERK signaling pathway was enhanced.In mice with overexpression of the ERK signaling pathway in the cortex,there was a significant increase in oligodendrocytes.In the HI model with ERK overexpression,an increased number of oligodendrocyte precursor cells were found around the brain injury area,consistent with the results of ginsenoside Rb1 intervention.Conclusion:Gin-senoside Rb1 exerts neuroprotective effects in neonatal mice with hypoxic-ischemic brain injury,potentially through the enhancement of ERK signaling,promoting oligodendrocyte proliferation and myelin regeneration.

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