1.Evaluation of brain aging in patients with type 2 diabetes mellitus by structural magnetic resonance-driven machine learning model
Jie Wang ; Ziyue Miao ; Jiayue Chang ; Xingwang Wu ; Jiajia Zhu ; Huanhuan Cai
Acta Universitatis Medicinalis Anhui 2025;60(11):2153-2158,2165
Objective:
To explore the brain-predicted age difference (Brain-PAD) in patients with type 2 diabetes mellitus (T2DM) by a machine learning prediction model based on structural magnetic resonance ( sMRI) in the Southwest University Adult Lifespan Dataset (SALD) , and to reveal the relationship between Brain-PAD and dura- tion of T2DM and cognition .
Methods:
Group comparisons about demographic variables and cognitive function were conducted respectively in local database of 104 T2DM patients and 83 healthy controls (HC) . The prediction model via Gaussian process regression (GPR) was constructed by training sMRI data of 329 healthy volunteers in SALD , then its performance was validated and evaluated . Furthermore , Brain-PAD ( predicted age-chronological age) in the local database was calculated . Group comparisons of Brain-PAD between T2DM patients and HCs were conducted by Mann-Whitney U test. Finally , Pearson correlation coefficient (r) was calculated between Brain-PAD and duration of disease and cognition .
Results:
Poor performance in auditory verbal learning test (AVLT)-delayed recall , AVLT-recognition , symbol digital modalities test (SDMT) (P < 0. 05) , and increased Brain-PAD were ob- served in T2DM patients , compared with HCs [1 . 619 ( - 4. 001 , 8. 272) years vs - 1 . 289 ( - 4. 128 , 4. 134) years , Z = 2. 056 , P = 0. 034] . Notably , the median of Brain-PAD in T2DM group was positive , indicating that the brain of T2DM patient maybe relatively “older”than his chronological age . Brain-PAD in T2DM group was as- sociated with performance in AVLT-immediate recall ( r = 0. 291 , P = 0. 003) , AVLT-delayed recall ( r = 0. 248 , P = 0. 011) , SDMT( r = 0. 376 , P = 0. 001) and trail making test (TMT)-A ( r = - 0. 206 , P = 0. 036) . However , the relationships between Brain-PAD and duration of T2DM were not explored .
Conclusion
Decreased cognitive function in patients with T2DM is demonstrated in this study . The machine learning prediction model based on sMRI supports the identification of brain aging objectively in patients with T2DM .
2.Impacts of remifentanil on proliferation,apoptosis and Wnt / β-catenin pathway of breast cancer MDA-MB-231 cells
Yang Zhang ; Wenwen Liu ; Huanhuan Miao ; Guang Yang
Acta Universitatis Medicinalis Anhui 2025;60(9):1606-1613
Objective:
To investigate the impacts of remifentanil on the proliferation,apoptosis and Wnt/β-catenin pathway of breast cancer MDA-MB-231 cells.
Methods:
Different concentrations of remifentanil(0,0. 5,2. 5,5. 0,10. 0,20. 0,40. 0 μg/mL) were used to treat human normal breast MCF-10A cells and breast cancer MDAMB-231 cells to screen for experimental concentrations of remifentanil. MDA-MB-231 cells were divided into control group,remifentanil low(5. 0 μg/mL),medium(10. 0 μg/mL),and high(20. 0 μg/mL) concentration groups,and remifentanil + SKL2001(Wnt/β-catenin pathway agonist) group. MTT assay and colony formation assay were applied to detect cell proliferation ability. Flow cytometry was applied to detect cell apoptosis and cell cycle changes. Western blot was applied to detect protein expression related to cell proliferation,apoptosis,and the Wnt/β-catenin signaling pathway.
Results:
Remifentanil at concentrations of 5. 0,10. 0,and 20. 0 μg/mL could reduce the viability of MDA-MB-231 cells and had no prominent toxicity to MCF-10A cells. Compared with the control group,the optical density value of cell proliferation,colony formation number,proportion of S-phase cells,and the protein levels of cellular myelocytomatosis(c-Myc),Cyclin D1,B lymphoblastoma 2(Bcl-2),precursor of cysteine aspartate protease-3(pro-caspase-3) and β-catenin were lower in the low,medium,and high concentration remifentanil groups(P 0/G1 phase cells,apoptosis rate,early apoptosis rate,the protein levels of Bcl-2 associated X protein(Bax) and cleaved cysteine aspartate protease-3(Cleaved caspase-3),and glycogen synthase kinase-3β(GSK-3β) were higher( P <0. 05) . SKL2001 could weaken the effects of remifentanil on the proliferation and apoptosis of MDA-MB-231 cells.
Conclusion
Remifentanil inhibits the proliferation of MDA-MB-231 cells,induces apoptosis and cell cycle arrest,and its mechanism may be related to the inhibition of Wnt / β-catenin signaling pathway activation.
3.Exploration on the Molecular Mechanism of Bitter-cold Property of Scutellaria Radix Based on Endogenous Metabolites
Xing LIU ; Qi SONG ; Ran XIE ; Jing MENG ; Mengnan ZANG ; Huanhuan ZHANG ; Haijin SONG ; Miao ZHANG ; Hairu HUO ; Feng SUI
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(4):128-134
Objective To identify biomarkers that characterize its bitter-cold properties of Scutellaria Radix on the basis of evaluating its cold and hot properties,as well as possible metabolic pathways and related targets;To explore its molecular mechanism.Methods Totally 40 mice were randomly divided into a control group and a treatment group,and were orally administered with normal saline and Scutellaria Radix decoction,respectively,for 4 consecutive days.The cold and hot plate differential method was used to evaluate the cold and hot tendencies of the mice;UPLC-MS/MS technology was used to analyze mouse blood samples,differential metabolites were screened using principal component analysis,partial least squares discriminant analysis and orthogonal partial least squares discriminant analysis methods,and metabolic pathway analysis was performed;network modular analysis of differential metabolites was performed using Cytoscape 3.9.0 software to identify potential molecular targets.Results On the second day of administration,the anal temperature of mice in the treatment group decreased significantly compared to the control group(P<0.01);in the cold and hot tendency test,the mice in the treatment group showed an overall increase in high-temperature tendency and a higher proportion of high-temperature zone retention.There was a statistically significant difference(P<0.01,P<0.05)between the treatment group and the control group on the 2nd and 3rd day of treatment;the pattern recognition analysis of serum metabolome data showed that the serum samples of the treatment group and the control group could be completely separated,and a total of 14 differential metabolites were screened out;metabolic pathway analysis identified 16 related pathways,including unsaturated fatty acid biosynthesis,linoleic acid metabolism,citric acid cycle(TCA cycle),arachidonic acid metabolism,glycine,serine and threonine metabolism,steroid hormone biosynthesis,etc.;a total of 16 modules were obtained through network modular analysis,among which the arachidonic acid metabolism pathway and linoleic acid metabolism pathway modules were larger;the nodal degree values of arachidonic acid and linoleic acid were greater than the mean,involving arachidonic acid metabolism and linoleic acid metabolism pathways;by screening 26 genes associated with the cytochrome P450 enzyme system were obtained.Conclusion Scutellaria Radix may regulate the body's energy metabolism,achieve its biological effects,and characterize its medicinal properties by intervening in metabolic pathways such as arachidonic acid and linoleic acid.
4.Exploration on the Molecular Mechanism of Bitter-cold Property of Scutellaria Radix Based on Endogenous Metabolites
Xing LIU ; Qi SONG ; Ran XIE ; Jing MENG ; Mengnan ZANG ; Huanhuan ZHANG ; Haijin SONG ; Miao ZHANG ; Hairu HUO ; Feng SUI
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(4):128-134
Objective To identify biomarkers that characterize its bitter-cold properties of Scutellaria Radix on the basis of evaluating its cold and hot properties,as well as possible metabolic pathways and related targets;To explore its molecular mechanism.Methods Totally 40 mice were randomly divided into a control group and a treatment group,and were orally administered with normal saline and Scutellaria Radix decoction,respectively,for 4 consecutive days.The cold and hot plate differential method was used to evaluate the cold and hot tendencies of the mice;UPLC-MS/MS technology was used to analyze mouse blood samples,differential metabolites were screened using principal component analysis,partial least squares discriminant analysis and orthogonal partial least squares discriminant analysis methods,and metabolic pathway analysis was performed;network modular analysis of differential metabolites was performed using Cytoscape 3.9.0 software to identify potential molecular targets.Results On the second day of administration,the anal temperature of mice in the treatment group decreased significantly compared to the control group(P<0.01);in the cold and hot tendency test,the mice in the treatment group showed an overall increase in high-temperature tendency and a higher proportion of high-temperature zone retention.There was a statistically significant difference(P<0.01,P<0.05)between the treatment group and the control group on the 2nd and 3rd day of treatment;the pattern recognition analysis of serum metabolome data showed that the serum samples of the treatment group and the control group could be completely separated,and a total of 14 differential metabolites were screened out;metabolic pathway analysis identified 16 related pathways,including unsaturated fatty acid biosynthesis,linoleic acid metabolism,citric acid cycle(TCA cycle),arachidonic acid metabolism,glycine,serine and threonine metabolism,steroid hormone biosynthesis,etc.;a total of 16 modules were obtained through network modular analysis,among which the arachidonic acid metabolism pathway and linoleic acid metabolism pathway modules were larger;the nodal degree values of arachidonic acid and linoleic acid were greater than the mean,involving arachidonic acid metabolism and linoleic acid metabolism pathways;by screening 26 genes associated with the cytochrome P450 enzyme system were obtained.Conclusion Scutellaria Radix may regulate the body's energy metabolism,achieve its biological effects,and characterize its medicinal properties by intervening in metabolic pathways such as arachidonic acid and linoleic acid.
5.Effect of early vitamin D supplementation on the incidence of preeclampsia in primigravid women
Yanan LI ; Mo YANG ; Huanhuan MIAO ; Qing YANG
China Pharmacist 2024;27(5):810-816
Objective This study aims to evaluate the effect of vitamin D supplementation in the earliest stages of pregnancy(12-16 weeks)on the development of preeclampsia(PE)in primiparous women.Methods Primiparous women who visited Maternal and Child Care Center of Qinhuangdao from January 1,2019 to January 31,2022 were recruited as study subjects.According to the random number table method,primiparous women were randomly divided into the control group(calcium carbonate D3 tablets)and the experimental group(calcium carbonate D3 tablets+vitamin D).The main observed outcome of the study was the incidence of preeclampsia.Preterm birth,neonatal birth weight,neonatal height at birth,mode of delivery,and neonatal Apgar scores were the secondary observed outcomes.A Logistic regression was used to explore the relationship between vitamin D supplementation and study outcomes.In addition,serum 25 hydroxyvitamin D was measured by ELISA before and after the intervention.Results A total of 586 primiparas were recruited,70 were lost,and 516 were included(264 in the control group and 252 in the experimental group).The incidences of PE,preterm birth,cesarean birth,and birth weight in the experimental group were significantly lower than those of the control group(P<0.05).After the end of the intervention,the serum level of 25 hydroxyvitamin D had increased significantly in both groups(P<0.05),while there was no significant change in calcium ions(P>0.05).Furthermore,serum 25 hydroxyvitamin D levels were significantly higher in the experimental group than in the control group(P<0.05).In addition,the birth length,1-minute Apgar,5-minute Apgar and 10-minute Apgar scores of the experimental group were all higher than the control group(P<0.05).Multivariate Logistic analysis showed that vitamin D supplementation was the independent protective factor for PE[OR=0.336,95%CI(0.120,0.939),P=0.037],cesarean section[OR=0.539,95%CI(0.364,0.798),P=0.002],misoprostol-induced delivery[OR=0.066,95%CI(0.009,0.504),P=0.009],preterm birth[OR=0.487,95%CI(0.238,0.995),P=0.048]and low birth weight[OR=0.391,95%CI(0.189,0.806,P=0.011].Conclusion Vitamin D supplementation reduces the incidence of PE and reduces the incidence of adverse pregnancy and fetal outcomes.
6.Analysis of Animal Models of Acute Appendicitis Based on Clinical Symptoms of Traditional Chinese and Western Medicine
Shuo NAN ; Huanhuan GONG ; Yuanxin ZHANG ; Xiumin LI ; Mingsan MIAO
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(12):3234-3239
Objective Acute appendicitis is a common clinical emergency.In traditional Chinese medicine,the famous Fang Dahuang Mudan Decoction has been recorded for the treatment of appendicitis.Therefore,this paper summarizes the animal models of acute appendicitis,evaluates the clinical consistency,and puts forward suggestions for improvement.Methods By searching databases such as CNKI,Wanfang and Pubmed,the animal models of acute appendicitis were summarized,assigned to each model and evaluated for clinical fit.Results The five models of appendix and arteriovenous ligation,appendix ligation,appendix ligation and perforation,bacteria injection,and hydrochloric acid injection were all highly consistent.Most of the five modeling methods are based on Western medicine modeling methods,and basically do not involve TCM syndrome types.Conclusion On the basis of five modeling methods,with the intervention of TCM stasis syndrome,damp-heat syndrome,and heat-toxin syndrome factors,an integrated TCM and Western medicine model that reflects TCM syndrome types can be prepared.Taking animal models with TCM syndromes as a carrier is more conducive to the research and development of TCM.
7.Analysis of Animal Models of Acute Appendicitis Based on Clinical Symptoms of Traditional Chinese and Western Medicine
Shuo NAN ; Huanhuan GONG ; Yuanxin ZHANG ; Xiumin LI ; Mingsan MIAO
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(12):3234-3239
Objective Acute appendicitis is a common clinical emergency.In traditional Chinese medicine,the famous Fang Dahuang Mudan Decoction has been recorded for the treatment of appendicitis.Therefore,this paper summarizes the animal models of acute appendicitis,evaluates the clinical consistency,and puts forward suggestions for improvement.Methods By searching databases such as CNKI,Wanfang and Pubmed,the animal models of acute appendicitis were summarized,assigned to each model and evaluated for clinical fit.Results The five models of appendix and arteriovenous ligation,appendix ligation,appendix ligation and perforation,bacteria injection,and hydrochloric acid injection were all highly consistent.Most of the five modeling methods are based on Western medicine modeling methods,and basically do not involve TCM syndrome types.Conclusion On the basis of five modeling methods,with the intervention of TCM stasis syndrome,damp-heat syndrome,and heat-toxin syndrome factors,an integrated TCM and Western medicine model that reflects TCM syndrome types can be prepared.Taking animal models with TCM syndromes as a carrier is more conducive to the research and development of TCM.
8. Sequoiaflavone inhibits stem cell properties such as proliferation and invasion of gastric cancer cells by down-regulating PI3K/AKT signaling pathway
Yan WANG ; Jinhui ZHANG ; Yongchen ZHAO ; Hongxiang LIU ; Yawei LIU ; Huanhuan MIAO ; Xincai YANG
Chinese Journal of Clinical Pharmacology and Therapeutics 2023;28(5):508-513
AIM: To explore the molecular mechanism of sequoiaflavone affecting gastric cancer cells. MEHTODS: Gastric cancer cell line AGS cells were treated with gradient concentrations of sequoiaflavone, and then induced by PI3K/AKT signaling pathway activator. The optimal inhibitory concentration and time of semi-inhibitory concentration of red cedar flavonoid on AGS cells were detected by CCK-8, and the changes of cell proliferation, migration and invasion ability were detected by colony formation assay, transwell assay and wound healing assay. PI3K/AKT signal pathway related proteins p-PI3K, PI3K, p-AKT and AKT were detected by western blot. RESULTS: Sequoiaflavone inhibited AGS cells in a concentration-dependent manner. The half inhibitory concentration was 0.5 mmol/L, the optimal treatment time was 48 h. The protein expression of p-PI3K and p-AKT was down regulated. The proliferation, migration and invasion of AGS cells were decreased after treated with sequoiaflavone. After treated with PI3K / AKT signal pathway activator, the protein expression level of pPI3K and p-AKT was partially reversed, and the ability of cell viability, proliferation, migration and invasion was also partially improved. CONCLUSION: Inactivation of PI3K/AKT signaling pathway caused by sequoiaflavone inhibited gastric cancer cells proliferation, migration and invasion ability.
9.Pharmacodynamic study of sinapine thiocyanate dissoluble microneedle for acupoint administration against bronchial asthma
Jianan SHI ; Xinli SONG ; Xingde LIU ; Huanhuan CHEN ; Xiaoshuang YANG ; Shenglei YANG ; Li SHEN ; Kailong WAN
China Pharmacy 2022;33(22):2728-2732
OBJECTIVE To study the efficacy of sinapine thiocyanate dissoluble microneedle (ST-DMN) for acupoint administration against bronchial asthma (BA). METHODS The network pharmacology and molecular docking techniques were used to screen the core targets of sinapine thiocyanate (ST) against BA, and the pharmacodynamics of the top 3 core targets was studied. Firstly, ST-DMN was prepared (drug loading of ST was 1 mg/tablet); secondly, 30 rats were divided into blank control group, model control group, blank microneedle group, Sinapine powder plaster group (positive control group) and ST-DMN group. Except for the blank control group, rats of other groups were sensitized with 10% ovalbumin (containing aluminum hydroxide adjuvant) and nebulized with 1% ovalbumin to induce the BA model. After modeling, blank control group did not receive any intervention; normal saline was applied to the Feishu acupoint and Dazhui acupoint of the rats in the model control group, while the blank microneedle group, Sinapine powder plaster group and ST-DMN group were given blank microneedle, Sinapis alba powder (plaster, 1.5 g) and ST-DMN (3 tablets at 2 acupoints) at same acupoint, once a day, for 28 consecutive days. After administration, the general symptoms were observed and the body mass of the rats was measured.pathological changes of lung tissues in rats was observed; the levels of prostaglandin endoperoxide synthase 2 (PTGS2), GNYL matrix metalloproteinase-9 (MMP-9) and interleukin-2 (IL-2)in serum, bronchoalveolar lavage fluid (BALF) and lung tissues were determined. RESULTS Results of network pharmacology and molecular docking showed that the key targets of ST against BA were identified as PTGS2, MMP-9, IL-2, epidermal growth factor receptor, heat shock protein90AA1, etc. Pharmacodynamic experiments showed that compared with model control group, relieved cough, restored hair color, sensitive behavior, stable respiration and increased body weight were all found in ST-DMN group; the histopathological changes as the structure of lung tissue, infiltration of alveolar epithelial cells and pulmonary interstitial inflammatory cells were improved to different extent; the levels of PTGS2, MMP-9 and IL-2 in serum, BALF and lung tissue were significantly reduced (P<0.05 or P<0.01). CONCLUSIONS The anti-BA effect of ST-DMN acupoint administration is good, the mechanism of which may be associated with decreasing the levels of PTGS2, MMP-9 and IL-2 in serum, BALF and lung tissue.
10.Dosimetric analysis of 3D-printed minimally invasive-guided template in the brachytherapy treatment of locally advanced cervical cancer
Yongxia ZHANG ; Xiangkun YUAN ; Junjun MIAO ; Guangying HOU ; Yuanyuan CHEN ; Qiong LIU ; Huanhuan LYU
Chinese Journal of Radiological Medicine and Protection 2020;40(7):519-523
Objective:To investigate the dosimetry advantage of 3D-printed minimally invasive guided template used in local advanced cervical cancer intracavitary combined with interstitial radiotherapy.Methods:A total of 68 cases with locally advanced cervical cancer who were admitted to Hebei Cangzhou Hospital of intergrated traditional Chinese medicine and western medicine from May 2016 to August 2019 were selected. All the patients had eccentric tumor or large tumor (tumor diameter >5 cm) after radiotherapy. Intensity modulated radiotherapy was used for external radiotherapy, and intracavitary combined with interstitial radiotherapy was used for brachytherapy. The prescription dose of high-risk clinical target volume (HR-CTV) is 6 Gy/fraction, once a week, five fractions in total. Sixty-eight patients were randomly divided into two groups, 35 cases in the template group who received minimally invasive 3D printing guided template assisted intrauterine tube implantation and insertion needle implantation, and 33 patients in the free implantation group who received free hand intrauterine tube implantation and insertion needle implantation. The position and depth of the insertion needle were adjusted by CT-guidance, and the final CT image was transmitted to the Oncentra Brachy treatment planning system, then the target volume and organs at risk were delineated for planning and treatment.Results:A total of 340 brchytherapy plans were made, including 175 in the template group and 165 in the free implantation group. The D90 values of the HR-CTV and intermediate-risk clinical target volume (IR-CTV) in the template group were increased ( t=3.63, 2.45, P<0.05), and D2 cm3 values (dose of 2 cm 3 of organ at risk) of bladder, rectum and sigmoid colon were significantly decreased ( t=-2.81, -2.54, -2.33, P<0.05). At the same time, the average CT scanning times of each treatment in the template group was (1.78±0.53) times, the average duration of each treatment was (11.35±3.98) min, and the average number of needles used in each implant treatment was (5.21±1.37). The result of free implantation group was higher than that of the template group. The differences were statistically significant ( t=-2.26, -4.53, -3.21, P<0.05). Conclusions:For localized advanced cervical cancer patients with eccentric or large tumors, the 3D printed minimally invasive guided template for intracavitary and interstitial implantation has obvious dosimetry advantages, and the operation is simpler and the duration is shorter.


Result Analysis
Print
Save
E-mail