1.Extraction,Separation and Hypoglycemic Activity Analysis of Polysaccharides from Brassica rapa
Mengyu HOU ; Ruina XU ; Qingsong LI ; Shaoxuan LI ; Xinying MA ; Yaohui YE
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):219-228
ObjectiveTo optimize the extraction method for polysaccharides from turnip(Brassica rapa), and analyze and evaluate the primary structure of the isolated and purified turnip polysaccharide fraction(BP-1) and its hypoglycemic effects in diabetic zebrafish. MethodsTaking polysaccharide yield as the evaluation index, a semi-bionic extraction method was employed. Single-factor experiments and Box-Behnken response surface methodology were used to investigate three factors of solid-to-liquid ratio, extraction time and extraction temperature, in order to optimize the extraction process. BP-1 was isolated and purified using the Sevage method and DEAE-52 cellulose column chromatography. Structural characterization of the turnip polysaccharides was performed using ultraviolet-visible spectrophotometry(UV), gas chromatography-mass spectrometry(GC-MS), Congo red assay, and Fourier-transform infrared spectroscopy(FT-IR) to determine purity, monosaccharide composition, triple-helix structure, and functional groups. The microstructure of the polysaccharides was observed using scanning electron microscopy(SEM) and atomic force microscopy(AFM). Zebrafish were divided into the blank group(adding E3 medium), and BP-1-1, BP-1-10, BP-1-50, BP-1-200, BP-1-1 000 groups(adding BP-1 solutions at concentrations of 1, 10, 50, 200, 1 000 mg·L-1, respectively), and zebrafish embryos were subjected to a 96-hour exposure experiment. The maximum tolerated concentration of BP-1 in zebrafish was determined by evaluating its effects on phenotype, survival rate, malformation rate, and heart rate. Experimental animals were randomly divided into the blank group, model group, BP-1-10 group(10 mg·L-1), BP-1-50 group(50 mg·L-1), and BP-1-200 group(200 mg·L-1). The blank group was cultured in E3 medium, the model and treatment groups were induced to establish a diabetic model in 4 day-post-fertilization(dpf) zebrafish embryos using 10 g·L-1 of glucose combined with 500 µmol·L-1 of alloxan. The treatment groups received corresponding doses of BP-1 solution, while the blank and model groups received an equal volume of saline. Glucose and insulin(INS) levels were measured using enzyme-linked immunosorbent assay(ELISA) kits, the effects on the liver were observed by hematoxylin-eosin(HE) histopathological sections. The mRNA expression levels of glucagon(Glucagon), insulin(Insa), and phosphoenolpyruvate carboxykinase 1(PCK1) were detected with real-time fluorescence quantitative polymerase chain reaction(Real-time PCR). ResultsThe optimized extraction conditions were determined as follows:solid-to-liquid ratio of 1∶40(g·mL-1), extraction time of 66 min, and extraction temperature of 79 ℃. Under these conditions, the yield of turnip polysaccharides was (10.34±0.96)%. UV analysis indicated that BP-1 contained no proteins or nucleic acids, GC-MS analysis revealed that BP-1 consisted of six monosaccharides(arabinose, rhamnose, ribose, mannose, galactose and glucose). Congo red assay indicated that the molecular conformation did not exhibit a triple-helix structure, FT-IR analysis showed the presence of α-glycosidic bonds and uronic acids, SEM analysis revealed an irregular flaky structure with a flat and smooth surface, AFM analysis suggested that the aggregated structure might be formed by the entanglement of molecular chains and intramolecular hydrogen bonding. The maximum tolerated concentration of BP-1 in zebrafish over 96 h was determined to be 200 mg·L-1. Pharmacodynamic results showed that, compared with the blank group, the model group exhibited significantly increased glucose levels and significantly decreased INS levels(P<0.01). Compared with the model group, the BP-1-50 group significantly reduced glucose levels and increased INS levels(P<0.05). Histopathological examination of liver tissue revealed that various doses of BP-1 had a certain reparative effect on damaged liver tissue. The liver tissue structure in the BP-1-200 group was nearly normal, with hepatocytes appearing plump. Real-time PCR results showed that, compared with the blank group, the model group exhibited significantly upregulated mRNA expressions of Glucagon and PCK1, and significantly downregulated mRNA expression of Insa(P<0.01). Compared with the model group, the BP-1-50 and BP-1-200 groups showed significantly downregulated mRNA expressions of Glucagon and PCK1, and significantly upregulated mRNA expression of Insa(P<0.01). ConclusionThe semi-bionic extraction method for turnip polysaccharides yields a high extraction rate, is simple to operate, has low costs, making it suitable for large-scale industrial production. BP-1 consists of six monosaccharides, contains α-glycosidic bonds and uronic acids, exhibits hypoglycemic activity, and provides a certain protective effect on the liver of alloxan-induced diabetic model zebrafish.
2.Extraction,Separation and Hypoglycemic Activity Analysis of Polysaccharides from Brassica rapa
Mengyu HOU ; Ruina XU ; Qingsong LI ; Shaoxuan LI ; Xinying MA ; Yaohui YE
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(10):219-228
ObjectiveTo optimize the extraction method for polysaccharides from turnip(Brassica rapa), and analyze and evaluate the primary structure of the isolated and purified turnip polysaccharide fraction(BP-1) and its hypoglycemic effects in diabetic zebrafish. MethodsTaking polysaccharide yield as the evaluation index, a semi-bionic extraction method was employed. Single-factor experiments and Box-Behnken response surface methodology were used to investigate three factors of solid-to-liquid ratio, extraction time and extraction temperature, in order to optimize the extraction process. BP-1 was isolated and purified using the Sevage method and DEAE-52 cellulose column chromatography. Structural characterization of the turnip polysaccharides was performed using ultraviolet-visible spectrophotometry(UV), gas chromatography-mass spectrometry(GC-MS), Congo red assay, and Fourier-transform infrared spectroscopy(FT-IR) to determine purity, monosaccharide composition, triple-helix structure, and functional groups. The microstructure of the polysaccharides was observed using scanning electron microscopy(SEM) and atomic force microscopy(AFM). Zebrafish were divided into the blank group(adding E3 medium), and BP-1-1, BP-1-10, BP-1-50, BP-1-200, BP-1-1 000 groups(adding BP-1 solutions at concentrations of 1, 10, 50, 200, 1 000 mg·L-1, respectively), and zebrafish embryos were subjected to a 96-hour exposure experiment. The maximum tolerated concentration of BP-1 in zebrafish was determined by evaluating its effects on phenotype, survival rate, malformation rate, and heart rate. Experimental animals were randomly divided into the blank group, model group, BP-1-10 group(10 mg·L-1), BP-1-50 group(50 mg·L-1), and BP-1-200 group(200 mg·L-1). The blank group was cultured in E3 medium, the model and treatment groups were induced to establish a diabetic model in 4 day-post-fertilization(dpf) zebrafish embryos using 10 g·L-1 of glucose combined with 500 µmol·L-1 of alloxan. The treatment groups received corresponding doses of BP-1 solution, while the blank and model groups received an equal volume of saline. Glucose and insulin(INS) levels were measured using enzyme-linked immunosorbent assay(ELISA) kits, the effects on the liver were observed by hematoxylin-eosin(HE) histopathological sections. The mRNA expression levels of glucagon(Glucagon), insulin(Insa), and phosphoenolpyruvate carboxykinase 1(PCK1) were detected with real-time fluorescence quantitative polymerase chain reaction(Real-time PCR). ResultsThe optimized extraction conditions were determined as follows:solid-to-liquid ratio of 1∶40(g·mL-1), extraction time of 66 min, and extraction temperature of 79 ℃. Under these conditions, the yield of turnip polysaccharides was (10.34±0.96)%. UV analysis indicated that BP-1 contained no proteins or nucleic acids, GC-MS analysis revealed that BP-1 consisted of six monosaccharides(arabinose, rhamnose, ribose, mannose, galactose and glucose). Congo red assay indicated that the molecular conformation did not exhibit a triple-helix structure, FT-IR analysis showed the presence of α-glycosidic bonds and uronic acids, SEM analysis revealed an irregular flaky structure with a flat and smooth surface, AFM analysis suggested that the aggregated structure might be formed by the entanglement of molecular chains and intramolecular hydrogen bonding. The maximum tolerated concentration of BP-1 in zebrafish over 96 h was determined to be 200 mg·L-1. Pharmacodynamic results showed that, compared with the blank group, the model group exhibited significantly increased glucose levels and significantly decreased INS levels(P<0.01). Compared with the model group, the BP-1-50 group significantly reduced glucose levels and increased INS levels(P<0.05). Histopathological examination of liver tissue revealed that various doses of BP-1 had a certain reparative effect on damaged liver tissue. The liver tissue structure in the BP-1-200 group was nearly normal, with hepatocytes appearing plump. Real-time PCR results showed that, compared with the blank group, the model group exhibited significantly upregulated mRNA expressions of Glucagon and PCK1, and significantly downregulated mRNA expression of Insa(P<0.01). Compared with the model group, the BP-1-50 and BP-1-200 groups showed significantly downregulated mRNA expressions of Glucagon and PCK1, and significantly upregulated mRNA expression of Insa(P<0.01). ConclusionThe semi-bionic extraction method for turnip polysaccharides yields a high extraction rate, is simple to operate, has low costs, making it suitable for large-scale industrial production. BP-1 consists of six monosaccharides, contains α-glycosidic bonds and uronic acids, exhibits hypoglycemic activity, and provides a certain protective effect on the liver of alloxan-induced diabetic model zebrafish.
3.Epidemiological characteristics and influencing factors of severe fever with thrombocytopenia syndrome in Zhejiang Province
LÜ ; Jing ; XU Xinying ; QIAO Yingyi ; SHI Xinglong ; YUE Fang ; LIU Ying ; CHENG Chuanlong ; ZHANG Yuqi ; SUN Jimin ; LI Xiujun
Journal of Preventive Medicine 2026;38(1):10-14
Objective:
To analyze the epidemiological characteristics and influencing factors of severe fever with thrombocytopenia syndrome (SFTS) in Zhejiang Province from 2019 to 2023, so as to provide the reference for strengthening SFTS prevention and control.
Methods:
Data on laboratory-confirmed SFTS cases in Zhejiang Province from 2019 to 2023 were collected through the Infectious Disease Reporting Information System of Chinese Disease Prevention and Control Information System. Meteorological data, geographic environment and socioeconomic factors during the same period were collected from the fifth-generation European Centre for Medium-Range Weather Forecasts, Geospatial Data Cloud, and Zhejiang Statistical Yearbook, respectively. Descriptive epidemiological methods were used to analyze the epidemiological characteristics of SFTS from 2019 to 2023, and a Bayesian spatio-temporal model was constructed to analyze the influencing factors of SFTS incidence.
Results:
A total of 578 SFTS cases were reported in Zhejiang Province from 2019 to 2023, with an annual average incidence of 0.23/105. The peak period was from May to July, accounting for 52.60%. There were 309 males and 269 females, with a male-to-female ratio of 1.15∶1. The cases were mainly aged 50-<80 years, farmers, and in rural areas, accounting for 82.53%, 77.34%, and 75.43%, respectively. Taizhou City and Shaoxing City reported more SFTS cases, while Shaoxing City and Zhoushan City had higher annual average incidences of SFTS. The Bayesian spatio-temporal interaction model showed good goodness of fit. The results showed that mean temperature (RR=1.626, 95%CI: 1.111-2.378) and mean wind speed (RR=1.814, 95%CI: 1.321-2.492) were positively correlated with SFTS risk, while altitude (RR=0.432, 95%CI: 0.230-0.829) and population density (RR=0.443, 95%CI: 0.207-0.964) were negatively correlated with SFTS risk.
Conclusions
SFTS in Zhejiang Province peaks from May to July. Middle-aged and elderly people and farmers are high-risk populations. Taizhou City, Shaoxing City, and Zhoushan City are high-incidence areas. Mean temperature, mean wind speed, altitude, and population density can all affect the risk of SFTS incidence.
4.Study on the mechanism of Brassica rapa polysaccharide in improving alcoholic liver injury of mice based on intestinal microbiota and metabolomics
Xinying MA ; Ruina XU ; Shaoxuan LI ; Ruiyin YE ; Yuexing MA ; Yaohui YE
China Pharmacy 2025;36(16):2005-2011
OBJECTIVE To investigate the effects of Brassica rapa polysaccharide (BRP) on the Toll-like receptor 4 (TLR4)/ myeloid differentiation factor 88 (MyD88)/nuclear factor-κB (NF-κB), AMP-activated protein kinase (AMPK)/sterol regulatory element-binding protein-1c (SREBP-1c) pathways, intestinal microbiota and liver metabolism of mice with alcoholic liver injury, and preliminarily elucidate its mechanism for improving alcoholic liver injury. METHODS Seventy-two mice were randomly divided into blank group (normal saline), model group (normal saline), bifendate group (positive control, 300 mg/kg) and BRP low-, medium- and high-dose groups (75, 150 and 300 mg/kg). They were given relevant medicine intragastrically, once a day, for consecutive 9 d. After the last administration, mice in all groups except the blank group were gavaged with white liquor to establish an alcoholic liver injury model. The levels of alanine aminotransferase and aspartate aminotransferase in serum, total cholesterol, triglycerides, low-density lipoprotein cholesterol, interleukin-6, interleukin-1β, tumor necrosis factor- α and lipopolysaccharide, as well as protein expressions of TLR4, MyD88, NF-κB p65, phosphorylated NF-κB p65 (p-NF-κB p65), AMPK, phosphorylated AMPK (p-AMPK), and SREBP-1c were all detected; pathological morphological changes of liver tissue and colon were observed. 16S rRNA was used to detect the changes of intestinal microbiota in mice, and metabolomics 2022B02058) technology was used to detect the changes of liver metabolites. RESULTS Compared with model group, the above biochemical indicators and the protein expressions of TLR4, MyD88, p-NF-κB p65, and SREBP-1c in liver tissues were all significantly decreased (P<0.05 or P<0.01), while the protein expression of p-AMPK was significantly increased (P<0.05 or P<0.01). Pathological damage to liver and colon tissues was significantly improved. Medium dose of BRP could increase the relative abundance of Akkermansia, norank_f_Muribaculaceae and Lachnospiraceae_NK4A136_group in the intestinal contents of mice to a certain extent, and decrease the relative abundance of Lactobacillus and Escherichia-Shigella. A total of 9 differential metabolites were identified by metabolomics, including homogentisic acid, myristyl lysophosphatidylcholine, which were involved in pathways such as tyrosine metabolism. CONCLUSIONS BRP can regulate the relative abundance of beneficial flora, reduce the relative abundance of harmful flora, improve the structure of intestinal colonies, reduce the entry of pro-inflammatory mediator lipopolysaccharides into liver tissue, affect metabolic pathways such as tyrosine metabolism and the expression of TLR4/MyD88/NF- κB and AMPK/SREBP-1c signaling pathways in the liver, and ultimately improve alcoholic liver injury.
5.Development of an innovation-oriented curriculum indicator system for nursing science and technology innovation education
Hongli LI ; Yawen ZHANG ; Wen LI ; Yuhan LU ; Xinying YU ; Dong PANG ; Qian PENG ; Qiuli YAO ; Wei ZHANG ; Hong YANG
Chinese Journal of Modern Nursing 2025;31(34):4714-4719
Objective:To construct an indicator system for a nursing science and technology innovation curriculum guided by innovation competence, in order to provide a reference for cultivating innovation ability in nursing students.Methods:The overall research period was from March to December 2024. A nursing innovation curriculum indicator framework was initially developed through literature analysis and brainstorming. From October to December 2024, 19 experts from nine hospitals or universities across five provinces and cities were selected via purposive sampling to participate in two rounds of Delphi consultation. Revisions were made based on expert feedback.Results:Both rounds of expert consultation achieved a 100% response rate. The authority coefficient of the experts was 0.92. The final indicator system included four curriculum elements: course content, course objectives, teaching methods, and assessment, encompassing 14 first-level indicators and 40 second-level indicators.Conclusions:The innovation-oriented indicator system for nursing science and technology education demonstrates good scientific validity and reliability. It offers a foundational framework for advancing innovation-focused nursing education and curriculum design.
6.Transabdominal bowel ultrasound for monitoring efficacy of vedolizumab treatment in patients with moderate-to-severe ulcerative colitis
Lihua YAN ; Xiaodong LUO ; Shuochun CHEN ; Xinying YU ; Ziyi QIU ; Yixin CHEN ; Caihe CHEN ; Buzhi SONG ; Yingjia LI
Chinese Journal of Medical Imaging Technology 2025;41(10):1687-1690
Objective To observe the value of transabdominal bowel ultrasound for monitoring therapeutic efficacy of vedolizumab in patients with moderate-to-severe ulcerative colitis.Methods Totally 47 ulcerative colitis patients with Mayo endoscopic score(MES)≥2 and treated with vedolizumab were retrospectively included.Transabdominal bowel ultrasound examinations were performed at baseline,at the end of induction therapy,also 3 and 6 months after maintenance therapy,while colonoscopy was performed at baseline and 6 months after maintenance therapy.According to colonoscopy results 6 months after maintenance therapy,the patients were divided into improved group(MES≤1 or MES reduction≥1,n=25)and non-improved group(n=22),and ultrasonic findings of sigmoid colon were compared between and within groups.Results At baseline,no significant difference of ultrasonic findings of sigmoid colon was observed between groups(all P>0.05),whereas differences of bowel wall thickness at the end of induction therapy,of Limberg grade and abnormal perienteric lymph nodes 3 months after maintenance therapy,as well as bowel wall stratification 6 months after maintenance therapy were noticed between groups(all P<0.05).Within improved group,compared with those in baseline,bowel wall thickness improved at all time points after the beginning of treatment,Limberg grade improved 3 and 6 months after maintenance therapy,while bowel wall stratification,abnormal perienteric lymph node and perienteric fat edema improved 6 months after maintenance therapy(all P<0.05).Meanwhile,no significant change of ultrasonic findings of sigmoid colon was observed in non-improved group during the above periods(all P>0.05).Conclusion Transabdominal bowel ultrasound could be used to accurately monitor the therapeutic efficacy of vedolizumab in patients with moderate-to-severe ulcerative colitis.
7.Study on the prevalence and antimicrobial resistance of mcr gene-carrying Enterobacteriales among hospitalized patients in four provinces of China
Xinying DING ; Zelin YAN ; Lan MA ; Yuanyuan LI ; Fufei LI ; Qing LI ; Chengxiu LYU ; Rong ZHANG ; Yuanyuan QIAO
Chinese Journal of Microbiology and Immunology 2025;45(4):324-331
Objective:To determine the epidemic characteristics of polymyxin resistance ( mcr) genes of Enterobacteriales colonized in patients admitted to hospitals in Zhejiang, Henan, Gansu and Shandong provinces in China in 2023. Methods:A comprehensive collection of 667 fecal specimens from patients admitted to five medical facilities across the provinces of Zhejiang, Henan, Gansu, and Shandong in 2023 was collected. Epidemiological characteristics of Enterobacteriales bacteria positive for the mcr gene were examined, employing techniques such as microbial culturing, using agarose gel electrophoresis, PCR, whole-genome sequencing, bioinformatics analysis, and the induction of antimicrobial resistance. Statistical analysis was subsequently applied to the gathered data. Results:Among 667 fecal samples from admitted patients, five samples were positive for mcr gene, with a carrier rate of 0.75%(5/667), and from two of the samples, two different strains carrying the mcr gene were isolated, respectively. A total of seven strains of Enterobacteriales carrying the mcr gene were detected, of which four strains carried mcr-1 gene and three strains carried mcr-9 gene. The positive isolates included three strains of Escherichia coli, one strain of Citrobacter braakii, Citrobacter freundii, one strain of Klebsiella pneumoniae, and one strain of Enterobacter hormaechei. The seven mcr positive strains were isolated from two distinct geographical locations within China, with four from Zhejiang Province and three from Henan Province. After whole-genome sequencing, it was found that the 16S rRNA sequences of the three strains of mcr-1 positive Escherichia coli had high homology. The three isolates of mcr-9 positive strains preserved a significant degree of homology within the mcr-9 and wbuC regions. Following polymyxin exposure, there was a marked difference in the growth kinetics of the ZJ-307, HN-11-1, and HN-135 strains post-induction compared to their pre-induction growth rates, and their motility capacity was reduced. Conclusions:The prevalence of Enterobacteriales harboring the mcr gene is minimal among hospitalized patients. However, it is noteworthy that these genes are prone to horizontal transfer. They can move into drug-resistant strains, which may have elevate minimum inhibitory concentration(MIC). Resistance to polymyxin can alter the bacterial growth rate and motility, potentially impacting the MIC of other antibiotics, thereby complicating clinical management. Consequently, it is imperative to focus on the proactive screening of susceptible populations to prevent the further dissemination of plasmid-mediated polymyxin resistance among clinically significant gram-negative bacterial pathogens.
8.Key factors affecting complications and operative time in endoscopic thyroidectomy via oral vestibule and submandibular approach
Yifan LIU ; Hui OUYANG ; Lei XIAO ; Botao SUN ; Ning BAI ; Xinying LI
Chinese Journal of General Surgery 2025;34(5):879-891
Background and Aims:To overcome the limitations of the transoral endoscopic thyroidectomy vestibular approach,such as restricted operative space and high complication risks,our team proposed a modified technique—endoscopic thyroidectomy via oral vestibule and submandibular approach(ETOSA).Preliminary studies have confirmed its safety and feasibility.This study aims to systematically evaluate the key factors affecting postoperative complications and operative time in ETOSA,explore the interactions among these variables,and construct a learning curve model to support its broader clinical adoption.Methods:A retrospective analysis was conducted on 125 patients with papillary thyroid carcinoma who underwent ETOSA at Xiangya Hospital,Central South University,between March 2022 and March 2023.Clinical characteristics,surgical parameters,and postoperative complications were extracted.A random forest model was employed to identify the major influencing factors for complications and operative time,as well as their interaction effects.Partial dependence plots based on case sequence were used to generate the learning curve.Results:All 125 patients successfully underwent ETOSA with no conversion to open surgery.The median operative time was 95.0 min,and the median intraoperative blood loss was 15.0 mL.The overall postoperative complication rate was 16.0%,with no cases of permanent hypoparathyroidism or hypocalcemia.The average neck appearance score was 1.05,indicating high patient satisfaction.The random forest analysis identified case number,surgical extent,lymph node yield(LNY),Hashimoto's thyroiditis(HT),and body mass index(BMI)as the key predictors of postoperative complications,while surgical extent,case number,LNY,HT,and blood loss were the key factors affecting operative time.A significant positive interaction was observed between case number and both surgical extent and HT,particularly in the first 20 cases,suggesting a higher risk during the early learning phase.The learning curve analysis indicated that surgical proficiency stabilized after 20 cases.Operative time and complication rate in the proficient phase were significantly lower than those in the learning phase(90.0 min vs.102.5 min;11.4%vs.40.0%,both P<0.05).Conclusion:ETOSA is a safe and feasible technique characterized by minimal invasiveness,favorable cosmetic outcomes,and a relatively short learning curve.case number,surgical extent,LNY,HT,BMI,and blood loss are key factors affecting complications and operation time.
9.Development of risk prediction models for hypertension comorbidity in community-dwelling patients with type 2 diabetes mellitus based on machine learning
Wentao LI ; Shuai JIN ; Wenjuan GAO ; Xinying LIU ; Hao WU
Chinese Journal of General Practitioners 2025;24(5):561-570
Objective:To develop and validate risk prediction models for hypertension comorbidity in community-dwelling patients with type 2 diabetes mellitus(T2DM).Methods:The health records of 2 979 T2DM patients from two community health service centers in Fengtai District of Beijing from January 2023 to January 2024 were collected,including 2 591 cases from Fangzhuang Center(model development group) and 388 cases from Youanmen Center(external validation group). Patients in model development group were randomly assigned in a training set( n=1 813) and an internal validation set(778 cases) at a ratio of 7∶3. The risk factors associated with hypertention comorbidity in T2DM patients were identified with LASSO regression analysis,based on which risk prediction models was developed using six machine learning algorithms,including logistic regression(LR),classification and regression tree(CART),random forest(RF),extreme gradient boosting(XGB),support vector machine(SVM) and artificial neural network(ANN). The internal and external validations of the prediction models were conducted. Results:Among 2 979 patients with T2DM,2 158(72.44%) had concurrent hypertension,with 1 572 in the development set,280 in the internal validation set,306 in the external validation set. The LASSO regression identified 14 risk factors: age,educational level,occupation,medical insurance type,alcohol consumption,exercise frequency,BMI,SBP,TG/HDL-C,METS-IR,FBG,eGFR,duration of T2DM,and dyslipidemia. The nomogram model based on 14 predictive factors was constructed with XGB algorithm showed the best performance in predicting risk of hypertention for T2DM patients,showing the highest area under the curve(AUC) of 0.694(95% CI: 0.524-0.810) and effective calibration(Brier Score=0.121). Decision curve analysis confirmed the clinical utility of the predictive model. Conclusion:The risk prediction models based on machine learning algorithms have been developed in the study,which show good prediction perfomance for hiypertention comorbidity in community-dwelling T2DM patients.
10.Promoting myogenesis based on the SphK1/S1P/S1PR2 signaling pathway:a new perspective on improving skeletal muscle health through exercise
Wenhua ZHANG ; Xun LI ; Weichao ZHANG ; Xinying LI ; Guoao MA ; Xiaoqiang WANG
Chinese Journal of Tissue Engineering Research 2025;29(6):1265-1275
BACKGROUND:In recent years,improving the health of skeletal muscles through exercise has become an important research concern for scholars.Appropriate exercise has a positive effect on skeletal muscles.Among them,how to activate the sphingosine kinase1(SphK1)/sphingosine-1-phase(S1P)/sphingosine-1-phase receptor2(S1PR2)signaling pathway during exercise so as to improve the health of skeletal muscles is receiving attention from researchers. OBJECTIVE:To investigate how exercise improves the health of skeletal muscles through the SphK1/S1P/S1PR2 signaling pathway,and to explore new methods for treating related muscle diseases in order to improve human skeletal muscle health. METHODS:The first author searched for relevant literature from the establishment of the database to the present in the Web of Science,PubMed,CNKI,WanFang,and VIP databases.The search terms were"signaling pathway,SphK1,S1P,S1PR2,skeletal muscle,satellite cell,myogenesis,exercise"in Chinese and English.Finally,69 articles were included for review and analysis. RESULTS AND CONCLUSION:The SphK1/S1P/S1PR2 signaling pathway is a complex regulatory network that triggers downstream signal transduction processes by SphK1 to catalyze the interaction between S1P and receptors such as S1PR2,thereby regulating multiple biological functions of cells,tissues,organs,and systems.The SphK1/S1P/S1PR2 signaling pathway can regulate satellite cell proliferation and myoblast differentiation,improving myogenesis.The physiological basis of the SphK1/S1P/S1PR2 signaling pathway and the potential impact of exercise on it were analyzed through literature research.Acute aerobic exercise can increase the expression of SphK1 in skeletal muscle.Both human and animal studies have confirmed that acute and long-term exercise can increase the expression of S1P in skeletal muscle.In addition,studies have shown that long-term resistance exercise can increase the expression of S1PR2 in skeletal muscle.Some experimental results indicate that acute and long-term exercise have no significant effect on muscle or blood S1P levels,and the reason for different results may be due to different research subjects,methods,intensities,and frequencies selected,while the specific mechanism is not yet clear.Research suggests that exercise can promote the expression of the SphK1/S1P/S1PR2 signaling pathway in skeletal muscle and regulate downstream related signaling pathways.Research on this signaling pathway may provide new strategies and methods for the treatment of skeletal muscle diseases,thereby improving skeletal muscle health.In the future,we should deepen the research on the association between SphK1/S1P/S1PR2 signaling pathway and skeletal muscle health,further reveal its regulatory relationship with satellite cells and myoblasts as well as its interactions with the upstream and downstream pathways,explore its clinical application value,take into account the changes of this pathway when formulating the rehabilitation program,explore the specific mechanisms by which different types of exercise affect the SphK1/S1P/S1PR2 signaling pathway in skeletal muscles,and use the SphK1/S1P/S1PR2 signaling pathway as a potential therapeutic target for diseases.Further development and application of human muscle models should be developed to improve research depth and accuracy.


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