1.Comprehensive Application of AHP-CRITIC Hybrid Weighting Method, Grey Correlation Analysis and BP-ANN in Optimization of Extraction Process of Qizhi Prescription
Qun LAN ; Yi CHENG ; Zian LI ; Bingyu WU ; Jinyu WANG ; Dewen LIU ; Yan TONG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(8):176-186
ObjectiveBased on analytic hierarchy process(AHP)-criteria importance through intercriteria correlation(CRITIC) hybrid weighting method, grey relational analysis and backpropagation artificial neural network(BP-ANN), to optimize the water extraction process of Qizhi prescription, so as to provide an experimental basis for optimization of the preparation process of this prescription and the establishment of quality standards. MethodsL9(34) orthogonal test was employed, and the AHP-CRITIC hybrid weighting method was utilized to determine the weight coefficients of the quality fractions of various components, including astragaloside Ⅳ, polygalaxanthone Ⅲ, calycosin-7-O-β-D-glucoside, tenuifolin, and 3,6′-disinapoylsucrose, as well as the dry extract yield. The comprehensive score of each factor level combination in the orthogonal test were calculated as evaluation indicator to select the optimal extraction process parameters. The effects of extraction times, extraction time, and solvent dosage on the aqueous extraction process of the formula were investigated through intuitive analysis, variance analysis, and grey relational analysis. Meanwhile, a BP-ANN model was established to reverse-predict the optimal extraction process parameters of Qizhi prescription, and the optimized process parameters were validated. ResultsThe weight coefficients of the five index components(astragaloside Ⅳ, tenuifolin, calycosin-7-O-β-D-glucoside, polygalaxanthone Ⅲ, and 3,6′-disinapoylsucrose) and dry extract yield were 25.7%, 20.82%, 16.41%, 12.45%, 15.96% and 8.67%, respectively. The optimized extraction process parameters were extracted 3 times with 8, 6, 6 times the amount of water, each time for 1 h. The network prediction results of BP-ANN test samples were consistent with the orthogonal test results, and the mean square error(MSE) of the predicted and measured values of the network was <1%. The water extraction process of Qizhi prescription analyzed and predicted by relevant mathematical models was stable and feasible, which could effectively improve the extraction efficiency of the active ingredients of Astragali Radix and Polygalae Radix, and the average comprehensive score of the validation test was 90.85 with the relative standard deviation(RSD) of 1.55%. ConclusionThis study establishes a water extraction process for compound Qizhi granules, and the optimized extraction process can effectively improve the extraction efficiency of active ingredients, which provides useful references for the optimization of preparation process and the establishment of quality standards for other clinical experience formulas.
2.Therapeutic effect of concentrated growth factors combined with self-curing calcium phosphate cement on periodontal intrabony defects: Clinical and radiographic evaluation.
Xinying WANG ; Xueyuan CHENG ; Yong ZHANG ; Fei LI ; Jinyu DUAN ; Jing QIAO
Journal of Peking University(Health Sciences) 2025;57(1):42-50
OBJECTIVE:
To clarify the role of concentrated growth factors (CGF) in the treatment of periodontal cement defects using calcium phosphate cement (CPC) with self-curing properties.
METHODS:
Thirty-six intrabony defects were randomly divided into two groups. The experimental group received CGF+CPC treatment (n=18), while the control group received CPC treatment alone (n=18). The probing depth, clinical attachment loss, and hard tissue filling as measured by cone beam CT (CBCT) were evaluated at baseline and 1 year postoperatively in both groups, and the levels of major growth factors in CGF and serum were compared [platelet-derived growth factor-BB (PDGF-BB), transforming growth factor-β1 (TGF-β1), insulin-like growth factor-1 (IGF-1), and vascular endothelial growth factor (VEGF)].
RESULTS:
At baseline, there were no statistically significant differences in probing depth, clinical attachment loss and CBCT measurements between the two groups (P>0.05). At 1 year postoperatively, significant improvements were observed in parameters mentioned above in both groups (P < 0.05). The CGF+CPC group seemed more effective compared with the CPC group in reduction of probing depth [(4.5±1.3) mm vs. (3.2±1.1) mm] and clinical attachment gain [(3.8±0.9) mm vs. (2.0±0.5) mm, P < 0.05]. Compared with the group treated with CPC alone, the hard tissue filling degree shown by CBCT in the CGF+CPC group was significantly increased [the reduction of the depth of the intrabony defects was (3.9±1.2) mm vs. (2.1±0.7) mm, respectively, P < 0.01]. At 1 year post-operatively, the volume of the intrabony defects shown by CBCT in the CGF+CPC group was reduced by (0.031 8±0.004 1) mL, which was significantly more than that in the CPC group [(0.019 7±0.001 2) mL, P < 0.05]. In addition, the concentration of the main growth factors (PDGF-BB, TGF-β1, IGF-1, and VEGF) in CGF were higher than those in serum (P < 0.001).
CONCLUSION
After 1 year of follow-up, the results of the present study indicated that CGF could significantly improve the clinical and radiological effects of CPC on the treatment of periodontal intrabony defects.
Humans
;
Calcium Phosphates/therapeutic use*
;
Male
;
Female
;
Bone Cements/therapeutic use*
;
Middle Aged
;
Cone-Beam Computed Tomography
;
Alveolar Bone Loss/therapy*
;
Becaplermin
;
Adult
;
Insulin-Like Growth Factor I
;
Intercellular Signaling Peptides and Proteins/therapeutic use*
;
Proto-Oncogene Proteins c-sis/blood*
;
Transforming Growth Factor beta1/blood*
;
Vascular Endothelial Growth Factor A/blood*
3.Analysis of Brain Absorption Components and Their Distribution of Tianyuan Zhitong Prescription Based on UPLC-Q-TOF-MS and DESI-MSI
Yi CHENG ; Qun LAN ; Bingyu WU ; Jinyu WANG ; Dewen LIU ; Yan TONG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):166-172
ObjectiveTo investigate the brain absorption components of Tianyuan Zhitong prescription and their distribution based on ultra-high performance liquid chromatography-quadrupole-time-of-flight mass spectrometry(UPLC-Q-TOF-MS), desorption electrospray ionization mass spectrometry imaging(DESI-MSI) and hyperspectral imaging techniques. MethodTen BALB/c mice were randomly divided into blank group(n=3) and administration group(n=7), the administration group was gavaged with 0.3 mL of Tianyuan Zhitong prescription liquid at a concentration of about 5 g·mL-1 of the raw material, and the blank group was gavaged with an equal volume of normal saline, and the whole brain of the mice were taken for the preparation of tissue homogenates and frozen sections, respectively. The tissue homogenates were qualitatively analyzed by UPLC-Q-TOF-MS for the brain absorption components in positive and negative ion modes, frozen sections were used for imaging to observe the distribution of these components in the brain. Cytoviva dark-field enhancement microscope was used to perform hyperspectral imaging scanning on the brain sections of mice from each group, and the scattered light data of at least 1 000 pixels in the visible-near-infrared(400-1 000 nm) band in the microscopic field of view were collected and average spectrum were created, which were used to compare the components in the brain tissues of mice from the blank and administration groups. ResultA total of 27 brain absorption components of Tianyuan Zhitong prescription were identified by UPLC-Q-TOF-MS, including 10 organic acids, 5 glycosides, 4 alkaloids, 1 phenol, 4 flavonoids, 2 phthalides and 1 other compound, which were mainly derived from Gastrodiae Rhizoma, Chuanxiong Rhizoma, vinegar-processed Corydalis Rhizoma, Ziziphi Spinosae Semen and processed Morindae Officinalis Radix. A total of 14 components were identified by mass spectrometry imaging, of which ferulic acid, tetrahydropalmatine and N-methyl dehydroberberine were mainly distributed in the cerebral cortex, vitamin B5, vemonoic acid and ricinoleic acid were mainly distributed in the hypothalamus, elemicin, octadecenic acid and octadecanoic acid were mainly distributed in the cortex and hypothalamus, while senkyunolide B, ligustilide, linoleic acid, 9,12-octadecadienoyl ethyl ester and spinosin were distributed in most regions of the brain tissues. Hyperspectral imaging showed that in the visible-near-infrared band range, the average spectrum of the brain tissues of mice in the administration group was significantly red-shifted, indicating that there were differences in the physical properties or contents of the chemical components in the brain between mice in the blank group and those in the administration group, and further verified the results of mass spectrometry imaging. ConclusionThrough the combination of UPLC-Q-TOF-MS and imaging techniques, the pharmacodynamic components of Tianyuan Zhitong prescription in the treatment of headache and the regional characteristics in brain tissue are clarified, which can provide reference for the selection of the index components of the research on the quality standard of this prescription and the research on the mechanism of the pharmacological effect.
4.Comparative study of different large language models and medical professionals of different levels responding to ophthalmology questions
Hui HUANG ; Jinyu HU ; Xiaoyu WANG ; Shuyuan YE ; Shinan WU ; Cheng CHEN ; Liangqi HE ; Yanmei ZENG ; Hong WEI ; Yi SHAO
International Eye Science 2024;24(3):458-462
AIM: To evaluate the performance of three distinct large language models(LLM), including GPT-3.5, GPT-4, and PaLM2, in responding to queries within the field of ophthalmology, and to compare their performance with three different levels of medical professionals: medical undergraduates, master of medicine, and attending physicians.METHODS: A total of 100 ophthalmic multiple-choice tests, which covered ophthalmic basic knowledge, clinical knowledge, ophthalmic examination and diagnostic methods, and treatment for ocular disease, were conducted on three different kinds of LLM and three different levels of medical professionals(9 undergraduates, 6 postgraduates and 3 attending physicians), respectively. The performance of LLM was comprehensively evaluated from the aspects of mean scores, consistency and confidence of response, and it was compared with human.RESULTS: Notably, each LLM surpassed the average performance of undergraduate medical students(GPT-4:56, GPT-3.5:42, PaLM2:47, undergraduate students:40). Specifically, performance of GPT-3.5 and PaLM2 was slightly lower than those of master's students(51), while GPT-4 exhibited a performance comparable to attending physicians(62). Furthermore, GPT-4 showed significantly higher response consistency and self-confidence compared with GPT-3.5 and PaLM2.CONCLUSION: LLM represented by GPT-4 performs well in the field of ophthalmology, and the LLM model can provide clinical decision-making and teaching aids for clinicians and medical education.
5.Application of resistance training based on TPB in patients after hip replacement
Ling CHENG ; Yerong LIU ; Jinyu WU ; Zeyu YANG ; Huiyu XU ; Xiaping XIAO
China Modern Doctor 2024;62(29):6-9,14
Objective To investigate the effect of resistance training on the rehabilitation of patients after hip replacement with the framework of the theory of planned behavior(TPB).Methods A total of 85 patients of hip fracture patients in Gansu Provincial Hospital of Traditional Chinese Medicine from July 2022 to April 2023 were selected as research objects.The patients were separated into intervention group(n=43)and control group(n=42)by random sampling.Both groups were treated with routine nursing,and the intervention group was given resistance training based on TPB.The intervention time was 3 months.The Harris hip score(HHS),36-item short form(SF-36)score and Barthel index(BI)scores of the two groups were compared before intervention,1 month and 3 months after intervention,as well as the functional exercise compliance score of the patients 3 months after intervention.Results After 1 month and 3 months of intervention,the HHS,SF-36 score and BI score of intervention group were better than those of control group,and after 3 months of intervention,the executive ability of functional exercise in intervention group was significantly higher than that of control group,and the mean difference was significant(P<0.05).Conclusion Resistance training led by TPB can effectively improve the functional exercise compliance of patients after total hip arthroplasty,improve the muscle strength,balance ability and joint stability of patients,and then improve the daily activity ability and quality of life.
6.A Nomogram for Predicting the Infectious Disease-specific Health Literacy of Older Adults in China
Qinghua ZHANG ; Jinyu YIN ; Yujie WANG ; Li SONG ; Tongtong LIU ; Shengguang CHENG ; Siyi SHANG
Asian Nursing Research 2024;18(2):106-113
Purpose:
To identify the predictors of infectious disease-specific health literacy (IDSHL), and establish an easy-to-apply nomogram to predict the IDSHL of older adults.
Methods:
This cross-sectional study included 380 older adults who completed the IDSHL, self-rated health, socio-demographic and other questionnaires. Logistic regression was used to identify the IDSHL predictors. Nomogram was used to construct a predictive model.
Results:
Up to 70.1% of older adults had limited IDSHL. Age, education, place of residence, self-rated health, and Internet access were the important influencing factors of IDSHL. The established nomogram model showed high accuracy (receiver operating characteristic curve: 0.848).
Conclusions
The IDSHL of Chinese older adults was significantly deficient. The constructed nomogram is an intuitive tool for IDSHL prediction that can not only contribute toward rapid screening of high-risk older adults with limited IDSHL but also provide guidance for healthcare providers to develop prevention strategies for infectious diseases.
7.Effect of Saccharomyces boulardii combined with ursodeoxycholic acid in treating rectal ulcerative colitis and its influence on intestinal mucosal barrier function
Xuan HAN ; Xu HAN ; Yanru CHENG ; Jinyu DAI
Journal of Clinical Medicine in Practice 2024;28(1):73-77
Objective To investigate the efficacy of
8.Rules of acupoints selection of acupuncture and moxibustion for treatment of epilepsy based on complex network and data mining
Yao YU ; Guangyu CHENG ; Weiping CHENG ; Jinyu WANG ; Didi CONG ; Ruoqi DU
Journal of Clinical Medicine in Practice 2024;28(2):43-48
Objective To explore the core acupoints and compatibility rules of acupuncture and moxibustion for epilepsy by using complex network method. Methods A prescription database was established through inclusion and exclusion criteria for searching literatures for databases from China National Knowledge Infrastructure, VIP, Wanfang, Web of Science, EMBASE, and Pubmed. SPSS Modeler software was used to analyze the frequency and correlation of acupoints, and Gephi0.10.1 software was used to establish a complex network model to explore the core acupoints and acupoint selection rules of prescriptions for epilepsy. Results Ultimately, 144 valid literatures were included, 199 prescriptions were extracted, involving 102 acupoints. Baihui acupoint had the highest frequency of use, specific acupoints were mainly Five-shu acupoint, the Eight Meridian Intersection acupoint, and the Back-shu acupoint. In selection of meridians, most acupoints were selected from governor meridian. Association rule analysis showed that Baihui-Taichong had the highest level of support and confidence. The analysis of complex network topology showed that 36 acupoints such as Baihui, Dazhui, Yaoqi and Fenglong were the core acupoints in the treatment of epilepsy by acupuncture and moxibustion. The analysis of acupoint communities revealed three major acupoint groups including governor meridian passing through treatment group, far and near matching acupoint group of the four limbs and head, and differentiation group of Zang-fu and body fluid for epilepsy treatment. Conclusion Acupoint compatibility of epilepsy by acupuncture and moxibustion should be mainly based on principle of the governor meridian combined with the differentiation of viscera and body fluid, and attention should be paid to distal-proximal point association.
9.Study on sIgE distribution characteristics and the sensitization pattern of allergen in 1 161 patients with allergic diseases of respiratory tract in northwest China.
Miao Yuan XU ; Qing Yuan YE ; Jia Le ZHANG ; Zong Cheng HUANG ; Yi WANG ; Jing LIU ; Hua Jie WU ; Meng XU ; Yu WANG ; Bao Qing SUN ; Wen Ting LUO
Chinese Journal of Preventive Medicine 2023;57(9):1355-1363
Objective: To explore the allergen map of patients with allergic diseases in northwest China, to investigate the distribution characteristics of serum specific Immunoglobulin E (sIgE) in different ages, genders, diseases and the sensitization patterns of allergens. Methods: This study is a cross-sectional study, a total of 1 161 patients with confirmed respiratory allergic diseases were selected retrospectively from outpatient or inpatient department of Gansu Provincial People's Hospital, Gansu Provincial Maternity and Child Care Hospital, General Hospital of Ningxia Medical University, Yinchuan Maternal and Child Health Care Hospital, Xijing Hospital, Air Force Military Medical University and Tumor Hospital of Inner Mongolia Autonomous Region from June 2019 to October 2022. HAIKE ALLEOS 2000 fluorescent magnetic particle chemiluminescence method was used to quantify their serum for 12 inhaled allergen-specific IgE. Chi square test or Fisher's exact test were used for comparison between count data groups (Bonferroni correction was used for further pairwise comparison in multiple groups, two-sided P<0.05/3=0.017 considered that the difference was statistically significant). Pearson correlation analysis was used for correlation of continuous numerical variables. Results: The positive detection rate of sIgE in 1 161 patients was 66.8%(776/1 161). The three highest positive rate of inhaled allergen were mugwort(599/1 161, 51.6%), French chrysanthemum(565/1 161, 48.7%) and dandelion(412/1 161, 35.5%). In different age groups, the highest positive rate of sIgE was 7-18 age group(379/513, 73.9%) while the lowest positive rate was 4-6 age group(222/370, 60.0%), the difference between groups was statistically significant(χ2=21.177, P<0.001). The sensitization peak of mugwort, French chrysanthemum, plantain, timothy, birch, dermatophagoides pteronyssinus, dermatophagoides farinae, cat epithelium, dog epithelium and German cockroach appeared in 7-18 age group. In different disease groups, the highest positive rate of sIgE was allergic rhinitis with asthma group (500/717, 69.7%) while the lowest positive rate was asthma group (76/144, 52.8%), the difference between groups was statistically significant(χ2=15.563, P<0.001). In different gender groups, the positive rate of sIgE in male (503/711, 70.7%) was higher than in female (273/450, 60.7%), the difference between groups was statistically significant(χ2=12.630, P<0.001). The multiple-sensitization rate was 86.9%(674/776) and the double-sensitization rate was 16.8%(130/776) in sIgE positive patients. Pearson correlation results showed that there was an extremely strong correlation between dandelion and French chrysanthemum(r=0.93,P<0.001). There was a strong correlation between mugwort and French chrysanthemum(r=0.64,P<0.001). In the co-sensitization analysis, the number of patients sensitized by mugwort, French chrysanthemum, dandelion, plantain and timothy accounted for 25.2%(170/674)of the total number of multiple sensitization. The number of patients sensitized by mugwort, French chrysanthemum and dandelion accounted for 58.3%(393/674)of the total number of multiple sensitization. The number of patients sensitized by mugwort, French chrysanthemum, dandelion and plantain accounted for 35.6%(240/674) of the total number of multiple sensitization. Conclusion: Mugwort, French chrysanthemum, dandelion are the major inhaled allergens in northwest China. The positive rate of sIgE was different in different ages, diseases and genders. The multiple-sensitization rate of allergen was high and there was a certain positive correlation between pollen allergen-specific IgE pairwise, suggesting that there may exist co-sensitization or cross-reactions among allergens.
Pregnancy
;
Child
;
Animals
;
Dogs
;
Female
;
Humans
;
Male
;
Allergens
;
Cross-Sectional Studies
;
Retrospective Studies
;
Respiratory System
;
Asthma
10.Study on sIgE distribution characteristics and the sensitization pattern of allergen in 1 161 patients with allergic diseases of respiratory tract in northwest China.
Miao Yuan XU ; Qing Yuan YE ; Jia Le ZHANG ; Zong Cheng HUANG ; Yi WANG ; Jing LIU ; Hua Jie WU ; Meng XU ; Yu WANG ; Bao Qing SUN ; Wen Ting LUO
Chinese Journal of Preventive Medicine 2023;57(9):1355-1363
Objective: To explore the allergen map of patients with allergic diseases in northwest China, to investigate the distribution characteristics of serum specific Immunoglobulin E (sIgE) in different ages, genders, diseases and the sensitization patterns of allergens. Methods: This study is a cross-sectional study, a total of 1 161 patients with confirmed respiratory allergic diseases were selected retrospectively from outpatient or inpatient department of Gansu Provincial People's Hospital, Gansu Provincial Maternity and Child Care Hospital, General Hospital of Ningxia Medical University, Yinchuan Maternal and Child Health Care Hospital, Xijing Hospital, Air Force Military Medical University and Tumor Hospital of Inner Mongolia Autonomous Region from June 2019 to October 2022. HAIKE ALLEOS 2000 fluorescent magnetic particle chemiluminescence method was used to quantify their serum for 12 inhaled allergen-specific IgE. Chi square test or Fisher's exact test were used for comparison between count data groups (Bonferroni correction was used for further pairwise comparison in multiple groups, two-sided P<0.05/3=0.017 considered that the difference was statistically significant). Pearson correlation analysis was used for correlation of continuous numerical variables. Results: The positive detection rate of sIgE in 1 161 patients was 66.8%(776/1 161). The three highest positive rate of inhaled allergen were mugwort(599/1 161, 51.6%), French chrysanthemum(565/1 161, 48.7%) and dandelion(412/1 161, 35.5%). In different age groups, the highest positive rate of sIgE was 7-18 age group(379/513, 73.9%) while the lowest positive rate was 4-6 age group(222/370, 60.0%), the difference between groups was statistically significant(χ2=21.177, P<0.001). The sensitization peak of mugwort, French chrysanthemum, plantain, timothy, birch, dermatophagoides pteronyssinus, dermatophagoides farinae, cat epithelium, dog epithelium and German cockroach appeared in 7-18 age group. In different disease groups, the highest positive rate of sIgE was allergic rhinitis with asthma group (500/717, 69.7%) while the lowest positive rate was asthma group (76/144, 52.8%), the difference between groups was statistically significant(χ2=15.563, P<0.001). In different gender groups, the positive rate of sIgE in male (503/711, 70.7%) was higher than in female (273/450, 60.7%), the difference between groups was statistically significant(χ2=12.630, P<0.001). The multiple-sensitization rate was 86.9%(674/776) and the double-sensitization rate was 16.8%(130/776) in sIgE positive patients. Pearson correlation results showed that there was an extremely strong correlation between dandelion and French chrysanthemum(r=0.93,P<0.001). There was a strong correlation between mugwort and French chrysanthemum(r=0.64,P<0.001). In the co-sensitization analysis, the number of patients sensitized by mugwort, French chrysanthemum, dandelion, plantain and timothy accounted for 25.2%(170/674)of the total number of multiple sensitization. The number of patients sensitized by mugwort, French chrysanthemum and dandelion accounted for 58.3%(393/674)of the total number of multiple sensitization. The number of patients sensitized by mugwort, French chrysanthemum, dandelion and plantain accounted for 35.6%(240/674) of the total number of multiple sensitization. Conclusion: Mugwort, French chrysanthemum, dandelion are the major inhaled allergens in northwest China. The positive rate of sIgE was different in different ages, diseases and genders. The multiple-sensitization rate of allergen was high and there was a certain positive correlation between pollen allergen-specific IgE pairwise, suggesting that there may exist co-sensitization or cross-reactions among allergens.
Pregnancy
;
Child
;
Animals
;
Dogs
;
Female
;
Humans
;
Male
;
Allergens
;
Cross-Sectional Studies
;
Retrospective Studies
;
Respiratory System
;
Asthma


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