1.Scaffold-free three-dimensional human umbilical cord mesenchymal stem cell secretome repairs mouse skin injury
Wenjing MA ; Jinyu ZHANG ; Mingxia JIANG ; Bingshui XIU ; Rui BAI ; Yuhan LIU ; Xuyi CHEN ; Zengqiang YUAN ; Zhiqiang LIU
Chinese Journal of Tissue Engineering Research 2026;30(1):68-77
BACKGROUND:The mesenchymal stem cell secretome contains bioactive substances,cytokines,and growth factors.Three-dimensional cell culture can regulate the secretion of these components,potentially enhancing the ability to promote injury repair.OBJECTIVE:To investigate the repair effect of three-dimensional cultured human umbilical cord mesenchymal stem cell secretome on skin injuries in mice.METHODS:Human umbilical cord mesenchymal stem cells were cultured in conventional two-dimensional culture dishes and 96-well U-bottom cell culture plates,from which their secretory components were subsequently collected.The expression of skin damage repair related secretory factors in umbilical cord mesenchymal stem cells was analyzed using RT-qPCR.The protein expression level of skin damage repair related factors in umbilical cord mesenchymal stem cell secretome was detected using enzyme-linked immunosorbent assay.The potential of human umbilical cord mesenchymal stem cell secretome to repair vascular injuries was evaluated using an immortalized human umbilical vein endothelial cell migration model.A mouse skin injury model was established,and the human umbilical cord mesenchymal stem cell secretome was injected subcutaneously.Repair effects on skin injury were assessed through wound healing rates and histopathological analysis.RESULTS AND CONCLUSION:(1)After three days of cultivation,human umbilical cord mesenchymal stem cells cultured in two dimensions exhibited a fibroblast-like,swirling growth pattern,whereas three-dimensional culture led to the formation of uniform microspheres.(2)Compared with two-dimensional culture,three-dimensional culture significantly increased the mRNA expression of transforming growth factor β and basic fibroblast growth factor in human umbilical cord mesenchymal stem cells.(3)Compared with two-dimensional culture,three-dimensional cultured human umbilical cord mesenchymal stem cell secretome significantly enhanced the protein expression of vascular endothelial growth factor,interleukin-10,and granulocyte-macrophage colony-stimulating factor in the human umbilical cord mesenchymal stem cell secretome.(4)Compared with two-dimensional culture,three-dimensional cultured human umbilical cord mesenchymal stem cell secretome significantly promoted the migration of immortalized human umbilical cord mesenchymal stem cells.(5)Compared with the untreated control group and the two-dimensional cultured human umbilical cord mesenchymal stem cell secretome,the three-dimensional cultured human umbilical cord mesenchymal stem cell secretome can significantly accelerate the skin wound healing rate and wound skin structure remodeling in mice.These results indicate that three-dimensional culture can enhance the expression of paracrine factors of human umbilical cord mesenchymal stem cells,and their secretome can significantly promote the repair of mouse skin damage.
2.Scaffold-free three-dimensional human umbilical cord mesenchymal stem cell secretome repairs mouse skin injury
Wenjing MA ; Jinyu ZHANG ; Mingxia JIANG ; Bingshui XIU ; Rui BAI ; Yuhan LIU ; Xuyi CHEN ; Zengqiang YUAN ; Zhiqiang LIU
Chinese Journal of Tissue Engineering Research 2026;30(1):68-77
BACKGROUND:The mesenchymal stem cell secretome contains bioactive substances,cytokines,and growth factors.Three-dimensional cell culture can regulate the secretion of these components,potentially enhancing the ability to promote injury repair.OBJECTIVE:To investigate the repair effect of three-dimensional cultured human umbilical cord mesenchymal stem cell secretome on skin injuries in mice.METHODS:Human umbilical cord mesenchymal stem cells were cultured in conventional two-dimensional culture dishes and 96-well U-bottom cell culture plates,from which their secretory components were subsequently collected.The expression of skin damage repair related secretory factors in umbilical cord mesenchymal stem cells was analyzed using RT-qPCR.The protein expression level of skin damage repair related factors in umbilical cord mesenchymal stem cell secretome was detected using enzyme-linked immunosorbent assay.The potential of human umbilical cord mesenchymal stem cell secretome to repair vascular injuries was evaluated using an immortalized human umbilical vein endothelial cell migration model.A mouse skin injury model was established,and the human umbilical cord mesenchymal stem cell secretome was injected subcutaneously.Repair effects on skin injury were assessed through wound healing rates and histopathological analysis.RESULTS AND CONCLUSION:(1)After three days of cultivation,human umbilical cord mesenchymal stem cells cultured in two dimensions exhibited a fibroblast-like,swirling growth pattern,whereas three-dimensional culture led to the formation of uniform microspheres.(2)Compared with two-dimensional culture,three-dimensional culture significantly increased the mRNA expression of transforming growth factor β and basic fibroblast growth factor in human umbilical cord mesenchymal stem cells.(3)Compared with two-dimensional culture,three-dimensional cultured human umbilical cord mesenchymal stem cell secretome significantly enhanced the protein expression of vascular endothelial growth factor,interleukin-10,and granulocyte-macrophage colony-stimulating factor in the human umbilical cord mesenchymal stem cell secretome.(4)Compared with two-dimensional culture,three-dimensional cultured human umbilical cord mesenchymal stem cell secretome significantly promoted the migration of immortalized human umbilical cord mesenchymal stem cells.(5)Compared with the untreated control group and the two-dimensional cultured human umbilical cord mesenchymal stem cell secretome,the three-dimensional cultured human umbilical cord mesenchymal stem cell secretome can significantly accelerate the skin wound healing rate and wound skin structure remodeling in mice.These results indicate that three-dimensional culture can enhance the expression of paracrine factors of human umbilical cord mesenchymal stem cells,and their secretome can significantly promote the repair of mouse skin damage.
3.Plasma club cell secretory protein reflects early lung injury: comprehensive epidemiological evidence.
Jiajun WEI ; Jinyu WU ; Hongyue KONG ; Liuquan JIANG ; Yong WANG ; Ying GUO ; Quan FENG ; Jisheng NIE ; Yiwei SHI ; Xinri ZHANG ; Xiaomei KONG ; Xiao YU ; Gaisheng LIU ; Fan YANG ; Jun DONG ; Jin YANG
Environmental Health and Preventive Medicine 2025;30():26-26
BACKGROUND:
It is inaccurate to reflect the level of dust exposure through working years. Furthermore, identifying a predictive indicator for lung function decline is significant for coal miners. The study aimed to explored whether club cell secretory protein (CC16) levels can reflect early lung function changes.
METHODS:
The cumulative respiratory dust exposure (CDE) levels of 1,461 coal miners were retrospectively assessed by constructed a job-exposure matrix to replace working years. Important factors affecting lung function and CC16 were selected by establishing random forest models. Subsequently, the potential of CC16 to reflect lung injury was explored from multiple perspectives. First, restricted cubic spline (RCS) models were used to compare the trends of changes in lung function indicators and plasma CC16 levels after dust exposure. Then mediating analysis was performed to investigate the role of CC16 in the association between dust exposure and lung function decline. Finally, the association between baseline CC16 levels and follow-up lung function was explored.
RESULTS:
The median CDE were 35.13 mg/m3-years. RCS models revealed a rapid decline in forced vital capacity (FVC), forced expiratory volume in the first second (FEV1), and their percentages of predicted values when CDE exceeded 25 mg/m3-years. The dust exposure level (<5 mg/m3-years) causing significant changes in CC16 was much lower than the level (25 mg/m3-years) that caused changes in lung function indicators. CC16 mediated 11.1% to 26.0% of dust-related lung function decline. Additionally, workers with low baseline CC16 levels experienced greater reductions in lung function in the future.
CONCLUSIONS
CC16 levels are more sensitive than lung indicators in reflecting early lung function injury and plays mediating role in lung function decline induced by dust exposure. Low baseline CC16 levels predict poor future lung function.
Uteroglobin/blood*
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Humans
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Dust/analysis*
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Occupational Exposure/analysis*
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Male
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Middle Aged
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Adult
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Retrospective Studies
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Lung Injury/chemically induced*
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Coal Mining
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Biomarkers/blood*
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China/epidemiology*
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Air Pollutants, Occupational
;
Female
4.Mechanism of Hedyotis diffusa-Scutellaria barbata D. Don for treatment of primary liver cancer: analysis with network pharmacology, molecular docking and in vitro validation.
Meng XU ; Lina CHEN ; Jinyu WU ; Lili LIU ; Mei SHI ; Hao ZHOU ; Guoliang ZHANG
Journal of Southern Medical University 2025;45(1):80-89
OBJECTIVES:
To investigate the active ingredients in Hedyotis diffusa-Scutellaria barbata D. Don and the main biological processes and signaling pathways mediating their inhibitory effect on primary hepatocellular carcinoma (HCC).
METHODS:
The core intersecting genes of HCC and the two drugs were screened from TCMSP, Uniport, Genecards, and String databases using Cytoscape software, and GO and KEGG enrichment analyses of the intersecting genes were conducted. Molecular docking between the active ingredients of the drugs and the core genes was carried out using Pubcham, RCSB and Autoduckto to identify the active ingredients with the highest binding energy, whose inhibitory effect on HepG2 cells was verifies using CCK-8 assay, flow cytometry and Western blotting.
RESULTS:
TP53 and ESR1 were identified as the core genes of HCC and the two drugs. GO and KEGG analyses showed that the two genes were mainly involved in regulation of apoptotic signaling pathway, cell population proliferation, methane raft, and protein kinase activity, and participated in the signaling pathways of apoptosis, proteoglycans in cancer, PI3K Akt signaling pathway, and hepatitis B. Molecular docking studies showed that the active ingredients of the drugs could be docked with TP53 and ESR1 genes under natural conditions, and ursolic acid had the highest binding energy to ESR1 (-4.98 kcal/mol). The results of CCK-8 assay, flow cytometry and Western blotting all demonstrated significant inhibitory effect of ursolic acid on HepG2 cells.
CONCLUSIONS
The inhibitory effect of Hedyotis diffusa-scutellariae barbatae on HCC is mediated by multiple active ingredients in the two drugs.
Humans
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Molecular Docking Simulation
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Liver Neoplasms/drug therapy*
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Hep G2 Cells
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Network Pharmacology
;
Carcinoma, Hepatocellular/drug therapy*
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Hedyotis/chemistry*
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Signal Transduction/drug effects*
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Cell Proliferation/drug effects*
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Tumor Suppressor Protein p53/metabolism*
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Apoptosis/drug effects*
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Estrogen Receptor alpha/metabolism*
;
Drugs, Chinese Herbal/pharmacology*
5.A multi-scale supervision and residual feedback optimization algorithm for improving optic chiasm and optic nerve segmentation accuracy in nasopharyngeal carcinoma CT images.
Jinyu LIU ; Shujun LIANG ; Yu ZHANG
Journal of Southern Medical University 2025;45(3):632-642
OBJECTIVES:
We propose a novel deep learning segmentation algorithm (DSRF) based on multi-scale supervision and residual feedback strategy for precise segmentation of the optic chiasm and optic nerves in CT images of nasopharyngeal carcinoma (NPC) patients.
METHODS:
We collected 212 NPC CT images and their ground truth labels from SegRap2023, StructSeg2019 and HaN-Seg2023 datasets. Based on a hybrid pooling strategy, we designed a decoder (HPS) to reduce small organ feature loss during pooling in convolutional neural networks. This decoder uses adaptive and average pooling to refine high-level semantic features, which are integrated with primary semantic features to enable network learning of finer feature details. We employed multi-scale deep supervision layers to learn rich multi-scale and multi-level semantic features under deep supervision, thereby enhancing boundary identification of the optic chiasm and optic nerves. A residual feedback module that enables multiple iterations of the network was designed for contrast enhancement of the optic chiasm and optic nerves in CT images by utilizing information from fuzzy boundaries and easily confused regions to iteratively refine segmentation results under supervision. The entire segmentation framework was optimized with the loss from each iteration to enhance segmentation accuracy and boundary clarity. Ablation experiments and comparative experiments were conducted to evaluate the effectiveness of each component and the performance of the proposed model.
RESULTS:
The DSRF algorithm could effectively enhance feature representation of small organs to achieve accurate segmentation of the optic chiasm and optic nerves with an average DSC of 0.837 and an ASSD of 0.351. Ablation experiments further verified the contributions of each component in the DSRF method.
CONCLUSIONS
The proposed deep learning segmentation algorithm can effectively enhance feature representation to achieve accurate segmentation of the optic chiasm and optic nerves in CT images of NPC.
Humans
;
Tomography, X-Ray Computed/methods*
;
Optic Chiasm/diagnostic imaging*
;
Optic Nerve/diagnostic imaging*
;
Algorithms
;
Nasopharyngeal Carcinoma
;
Deep Learning
;
Nasopharyngeal Neoplasms/diagnostic imaging*
;
Neural Networks, Computer
;
Image Processing, Computer-Assisted/methods*
6.Study on the Correlation between Serum NSE Levels and Recurrence after Percutaneous Balloon Compression Surgery in Patients with Trigeminal Neuralgia
Liang QI ; Wenguang LIU ; Jinyu ZHENG ; Huanhuan JI
Journal of Modern Laboratory Medicine 2025;40(2):180-185
Objective To explore the correlation between neuron specific enolase(NSE)levels and recurrence after percutaneous balloon compression(PBC)in patients with trigeminal neuralgia(TN).Methods 166 TN patients who underwent PBC at the Second People's Hospital of Huai'an City,Jiangsu Province from July 2018 to April 2021 were selected as the study subjects.According to the recurrence rate after 2 years of surgery,patients were divided into a recurrence group(n=22)and a non-recurrence group(n=144).The general information of the two groups of patients was compared,and the serum biomarker levels before and after PBC in TN patients were analyzed,as well as the postoperative efficacy of TN patients with PBC.Compared the difference changes(T2-T1)between various inflammatory markers and nerve injury markers before surgery(T1)and 2 days after surgery(T2),and perform correlation analysis(Spearman correlation and Logistic regression)between the significantly changed difference indicators and prognosis recurrence to explor the predictive value of serum NSE for recurrence after PBC in TN patients.Results The serum NSE level of TN patients on the first day of PBC was 12.39±3.15 ng/ml,were compored with those on the second day after PBC was 16.27±4.03ng/ml,and the difference was statisically significant(t=14.922,P<0.01).The difference in serum NEC levels before and after PBC in the recurrent group was 5.72(5.25,7.58)ng/ml,while the difference in serum NSE levels before and after PBC in the non-recurrent group was 3.01(2.63,3.37)ng/ml,the difference between the two groups was statistically significant(Z=3.925,P<0.001).Logistic regression results showed that the difference in serum NSE levels(T2-T1)before and after PBC was a rish factor for postoperative recurrence in TN patients at two-years(OR=1.602,Wald χ2=12.252,P<0.05).ROC analysis tesults:the predictive power of serum NSE difference(T2-T1)before and after PBC for two-year recurrence in TN patients AUC(95%CI)was 0.777(0.587~0.954),and the prediction threshold was 4ng/ml.The corresponding sensitivity and specificity was 0.727 and 0.806,respectively.Conclusion Serum NSE may become a biomarker for predicting the recurrence of TN patients after PBC treatment.
7.The alleviation effect of Cornuside on Intestinal Injury in Rats with Septic Shock by Inhibiting TREM1-Mediated M1 Polarization of Macrophages
Aibin CHENG ; Jinyu LI ; Xuan BU ; Jianjun WANG ; Kai FENG ; Jing BAI ; Jian LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(5):1351-1359
Objective To investigate the effects of cornuside on intestinal injury in rats with septic shock,and clarify its possible mechanism.Methods SD rats were randomly divided into normal control group,model group,low-,medium-,and high-dose comecarpine glycosides groups,and TREM1 inhibitor(LR12)group.HE staining was used to observe the pathological injury of small intestinal mucosa.The levels of D-lactic acid(D-LA)and diamine oxidase(DAO)in serum and secretory immunoglobulin(sIg A)in small intestine were detected by ELISA.Intestinal mucosal permeability was detected by fluorescein isothiocyanate-dextran(FITC-D)tracer method.ELISA was used to detect the levels of interferon(IFN)-γ,tumor necrosis factor(TNF)-α,interleukin(IL)-1β,IL-10 and arginase(Arg)-1 in serum.The polarization of macrophages in small intestinal tissue was detected by flow cytometry.Western blot was used to detect the protein expression levels of triggering receptor expressed on myeloid cells 1(TREM1),CD86 and CD206 in small intestine.Results Compared with the normal control group,the model group had serious pathological injury of the small intestinal mucosa,and the serum levels of D-LA,DAO,FITC-D,IFN-γ,TNF-α,and IL-1β significantly increased(P<0.05),while the levels of sIg A,IL-10,and Arg-1 significantly decreased(P<0.05).The M1/M2 ratio of macrophages and the expression levels of TREM1 and CD86 proteins in the small intestine tissue significantly increased(P<0.05),while the expression level of CD206 protein significantly decreased(P<0.05).Compared with the model group,the small intestinal mucosal injury of the rats in each dose cornuside group and LR12 group significantly improved,and the serum levels of D-LA,DAO,FITC-D,IFN-γ,TNF-α,and IL-1β significantly decreased(P<0.05),while the levels of sIg A,IL-10,and Arg-1 significantly increased(P<0.05).The M1/M2 ratio of macrophages and the expression levels of TREM1 and CD86 proteins in the small intestine tissue significantly decreased(P<0.05),while the expression level of CD206 protein significantly increased(P<0.05).Conclusion Cornuside can reduce intestinal injury in rats with septic shock,and the mechanism may be related to inhibiting TREM1-mediated M1 polarization of macrophages.
8.Discussion on the Effects of Hedysarum Polybotrys Polysaccharide on Glucose Metabolism of Small Intestinal Smooth Muscle in Diabetic Gastroparesis Rats with Spleen Qi Deficiency Syndrome Based on AMPK/GLUT4 Signaling Pathway
Wenwen WANG ; Zihui ZHONG ; Shengfang WAN ; Xinxin MA ; Lei ZHANG ; Miao LIU ; Minqi XUN ; Jinyu LI ; Kang FENG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(8):91-97
Objective To observe the effects of Hedysarum Polybotrys polysaccharide(HPS)on the glucose metabolism of small intestinal smooth muscle in rats with diabetic gastroparesis(DGP)of spleen qi deficiency syndrome;To explore its mechanism based on AMPK/GLUT4 signaling pathway.Methods Totally 72 male Wistar rats were randomly divided into 12 in the blank group and the remaining 60 rats were assigned to the model group.The DGP spleen qi deficiency syndrome model was replicated by intraperitoneal injection of streptozotocin+irregular feeding with high-fat and high sugar feed combined with swimming exhaustion method.The model rats were randomly divided into model group,metformin group and HPS high-,medium-and low-dosage groups.The metformin group was given 100 mg/kg metformin hydrochloride by gavage,while the HPS high-,medium-and low-dosage groups were given 200,100 and 50 mg/kg HPS by gavage,respectively.The blank group and model group were given purified water by gavage once a day for 8 consecutive weeks.The gastric emptying rate and small intestine propulsion rate in rats were detected,HE staining was used to observe the smooth muscle morphology of gastric antrum and ileal tissue,immunofluorescence staining was used to detect the expression of glucagon like peptide-1(GLP-1)in ileal tissue,ELISA was used to detect the contents of adiponectin(APN),glucagon(Glu)and insulin(INS)in serum,Western blot was used to detect the protein expressions of glucose transporter(GLUT)4,GLUT1,AMP-activated protein kinase(AMPK)and p-AMPK in ileal tissue.Results Compared with the blank group,the model group rats showed significantly increased random blood glucose,significantly decreased body mass,gastric emptying rate and small intestinal propulsion rate(P<0.01);the edema in the submucosal layer,loose arrangement of connective tissue,infiltration of a small number of lymphocytes,granulocytes and macrophages,reduced number of goblet cells in the ileal tissue,shedding of intestinal villous epithelial cells and widening of the gap between the submucosal layer and the lamina propria;the expression of GLP-1 in ileal tissue was significantly decreased(P<0.05),the contents of serum APN and INS were significantly decreased,and the content of Glu significantly increased(P<0.01),the expressions of GLUT4 and p-AMPK/AMPK proteins in ileal tissue were significantly decreased,while the expression of GLUT1 protein significantly increased(P<0.01).Compared with the model group,rats in metformin group and HPS high-dosage group showed a random decrease in blood glucose,an increase in body mass,gastric emptying rate,and small intestine propulsion rate(P<0.05,P<0.01);a more regular arrangement of gastric antral tissue cells,a reduction of shedding cells and edema,the smooth muscle structure of the ileal tissue was relatively intact,with evenly distributed cells and reduced infiltration of inflammatory cells;the expression of GLP-1 in ileal tissue increased,the contents of serum APN and INS increased,and the content of Glu decreased,the expressions of GLUT4 and p-AMPK/AMPK proteins in ileal tissue increased,while the expression of GLUT1 protein decreased(P<0.05,P<0.01).Conclusion HPS may up-regulate GLUT4 and down-regulate GLUT1 expression through activates AMPK,promotes glucose uptake and utilization by small intestinal smooth muscle,and improves glucose metabolism of DGP rats with spleen qi deficiency syndrome.
9.Cancer Incidence and Mortality in Henan Province in 2020 and Trends from 2010 to 2020
Kexin YI ; Ranran QIE ; Yin LIU ; Huifang XU ; Hong WANG ; Jinyu ZHANG ; Shaokai ZHANG
China Cancer 2025;34(11):829-837
[Purpose]To analyze the cancer incidence and mortality in 2020 and trends from 2010 to 2020 in Henan Province.[Methods]Data from cancer registries in Henan Province from 2010 to 2020 were collected and evaluated.Incidence and mortality rates were calculated by urban/rural areas,sex and age,and the incidence and mortality of cancers in the whole province in 2020 were estimated based on population data released by Henan Provincial Bureau of Statistics.Age-standardized rates were calculated according to the age-standardized rate of Chinese standard population(ASIRC/ASMRC)and world standard population(ASIRW/ASMRW).Joinpoint 5.4.0 soft-ware was used to construct a regression model to analyze the changing trends of malignant tumors from 2010 to 2020,and the average annual percentage change(AAPC)and 95%confidence in-terval were calculated.[Results]In 2020,the estimated number of new cancer cases in Henan Province was 299 148,with a crude incidence rate of 259.38/105,ASIRC of 201.09/105(204.56/105 for males and 200.45/105 for females)and ASIRW of 196.46/105(203.43/105 for males and 192.22/105 for females).The ASIRC was higher in urban areas(208.10/105)than that in rural areas(197.74/105).The top five cancer types in male were lung,stomach,liver,esophagus,and colorectal cancers,while the top five in female were breast,lung,thyroid,cervical,and esophageal cancers.The estimated number of cancer deaths was 172 070,with a crude mortality rate of 149.20/105 and ASMRC of 106.52/105(137.22/105 for males and 78.04/105 for females)and ASMRW of 106.24/105(137.05/105 for males and 77.91/105 for females).The ASMRC was higher in rural areas(109.92/105)than that in urban areas(99.49/105).The top five causes of cancer death in male were lung,stomach,liver,esophagus,and colorectal cancers,and those in female were lung,esophagus,stomach,liver,and breast cancers.From 2010 to 2020,the trends of ASIRC remained stable(AAPC=0.14%,P=0.572),while the ASMRC showed a significant decreasing trend(AAPC=-1.46%,P=0.011).[Conclusion]Lung cancer,breast cancer and digestive system cancers are the main malignant tumors threatening the health of residents in Henan Province.The incidence and mor-tality of common malignant tumors show significant gender and urban-rural differences.It is neces-sary to further optimize the prevention and control of malignant tumors,formulate targeted inter-vention strategies based on population characteristics,and improve the health awareness of the whole population.
10.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.

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