1.Analysis of Potential Active Ingredients and Mechanism of Baihu Jia Renshentang in Treatment of Obesity Complicated with Type 2 Diabetes Mellitus
Danni TAN ; Qin XIANG ; Yunfeng YU ; Rong YU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(13):1-10
ObjectiveTo investigate the potential active ingredients and targets of Baihu Jia Renshentang(BHJRST) for the treatment of obesity combined with type 2 diabetes mellitus(T2DM) by network pharmacology and in vivo experiments. MethodUltra performance liquid chromatography-quadrupole/electrostatic field orbitrap high-resolution mass spectrometry(UPLC-Q-Exactive Orbitrap MS) was used to analyze and identify the material basis of BHJRST. Subsequently, potential targets for the action of the active ingredients were queried in databases such as ChEMBL, Therapeutic Target Database(TTD), YaTCM, DisGeNET and Traditional Chinese Medicine on Immuno-Oncology(TCMIO), and the shared targets were identified by taking the intersection of these targets with disease targets. The shared targets were imported into the STRING database to construct a protein-protein interaction(PPI) network, the hub genes were identified by cytoHubba plug-in, and molecular docking was used to validate the binding energy of the hub genes to the bioactive ingredients in BHJRST. Meanwhile, the shared targets were imported into the DAVID platform for gene ontology(GO) functional annotation and Kyoto Encyclopedia of Genes and Genomes(KEGG) pathway enrichment analysis. The predicted results were subsequently verified by animal experiments. Eighteen 8-week-old male skeletal muscle insulin-like growth factor-1 receptor dysfunction(MKR) mice were induced by a high-fat diet for 12 weeks in order to prepare a mouse model of obesity combined with T2DM. The mice were randomly divided into the model group, metformin group(0.2 g·kg-1) and BHJRST group(27 g·kg-1 in raw material), and another 6 male FVB mice of the same age as the normal group. The mice in each group were were given the corresponding drugs by gavage, and the normal and model groups were given the same amount of distilled water by gavage, 1 time/d for 6 consecutive weeks. At the end of administration, the body mass, Lee's index, fasting blood glucose(FBG), oral glucose tolerance test(OGTT) of mice in each group were examined, and the pathological morphology of the white adipose tissue of the epididymis was observed, and the expression of the mRNA of the hub genes in the white adipose tissue of the epididymis was detected by real-time fluorescence quantitative polymerase chain reaction(Real-time PCR). ResultA total of 200 bioactive components of BHJRST were identified, of which 64 bioactive components were reverse-matched to 384 targets, and a total of 308 targets were associated with obesity combined with T2DM. Hub genes included mitogen-activated protein kinase 1(MAPK1), signal transducer and activator of transcription 3(STAT3), MAPK3, interleukin(IL)-2, Janus kinase 1(JAK1), nuclear transcription factor-κB p65(RELA), estrogen receptor 1(ESR1), transcription factor AP-1(JUN), MAPK14 and lymphocyte-specific protein tyrosine kinase(LCK). GO functional annotation showed that it was mainly enriched in cytoplasm, cell membrane and nucleus, and was closely related to important biological processes such as peptide serine phosphorylation, protein phosphorylation and inflammation. In KEGG enrichment analysis, metabolic pathway, lipid and atherosclerosis, phosphatidylinositol 3-kinase(PI3K)/protein kinase B(Akt) and MAPK signal pathways were significantly enriched. The molecular docking results showed that the hub genes had a stable binding relationship with 10 bioactive components, including quercetin, isoliquiritigenin, and morin, in BHJRST. The results of animal experiments showed that BHJRST could significantly reduce body mass, Lee's index and FBG levels(P<0.01) in mice with obesity combined with T2DM, improve the pathological changes of white adipose tissue, and down-regulate the the mRNA expression of the hub genes in white adipose tissue of the epididymis(P<0.01). ConclusionIn this study, 10 potentially active components such as quercetin, isoliquiritigenin, and morin in BHJRST are identified through network pharmacology and animal experiments, and it is possible to treat obesity combined with T2DM by regulating lipid and atherosclerosis, phosphatidylinositol PI3K/Akt and MAPK signal pathways, which provides important clues and theoretical basis for the study of its mechanism and clinical application.
2.Establishment of primary breast cancer cell line as new model for drug screening and basic research
Xian HAO ; Jianjun HUANG ; Wenxiu YANG ; Jinting LIU ; Junhong ZHANG ; Yubei LUO ; Qing LI ; Dahong WANG ; Yuwei GAO ; Fuyun TAN ; Li BO ; Yu ZHENG ; Rong WANG ; Jianglong FENG ; Jing LI ; Chunhua ZHAO ; Xiaowei DOU
China Oncology 2024;34(6):561-570
Background and purpose:In 2016 the National Cancer Institute(NCI)decided stopping to use NCI-60 cell lines for drug screening,suggesting that tumor cell lines were losing their value as a tool for drug discovery and basic research.The reason for NCI-60 cells'retirement'was that the preclinical studies based on traditional cellular and animal models did not obtain the corresponding expected efficacy in clinical trials.Since the major cancer behaviors,such as proliferation and metastasis,are fundamentally altered with long-term culture,the tumor cell lines are not representative of the characteristics of cancer in patients.Currently,scientists hope to create a new cancer model that are derived from fresh patient samples and tagged with details about their clinical past.Our purpose was to create patient-derived breast cancer primary cell lines as new cancer model for drug screening and basic research.Methods:Breast cancer tissues were collected in the Department of Breast Surgery,Affiliated Hospital of Guizhou Medical University.The collection of tumor tissue samples was approved by the Ethics Committee of the Affiliated Hospital of Guizhou Medical University(approval number:2022 ethics No.313),and the collection and use of tumor tissues complied with the Declaration of Helsinki.The primary breast cancer cell lines were isolated from the patient's breast cancer tissues and cultured in BCMI medium.After the cells proliferated,the media were replaced with DEME medium.Cell line STR genotyping was done to determine cell-specific genetic markers and identification.Clone formation assay and transplantation assay were done to analyze the ability of breast cancer primary cell lines to form tumors.Results:We created 6 primary breast cancer cell lines.The 6 primary breast cancer cell lines from the patients were tagged with the definitively clinicopathological features,clinical diagnosis,therapeutic regimens,clinical effectiveness and prognostic outcomes.The STR genotyping assays identified the genetic markers and determined the identities of the 6 primary breast cancer cell lines.Clone formation assays and transplantation assay showed that the proliferative capacities of the patient-derived primary breast cancer cell lines were significantly greater compared with the conventional breast cancer cell lines.Conclusion:We created a panel of 6 patient-derived primary breast cancer cell lines as new cancer model for drug screening and basic research in breast cancer.
3.Intravascular ultrasound assisted endovascular therapy for renal artery stenosis
Guifang TAN ; Zepeng SHI ; Zhigang LIU ; Shen LI ; Chunyu YU ; Meng ZHANG ; Yi ZHANG ; Rong XING ; Chunmei ZHANG ; Yong QIAN
Chinese Journal of Interventional Imaging and Therapy 2024;21(11):654-658
Objective To observe the value of intravascular ultrasound(IVUS)for assisting endovascular therapy for renal artery stenosis(RAS).Methods Thirty patients with RAS who underwent endovascular therapy were retrospectively analyzed.Parameters of renal artery and plaques in RAS segment measured with CT angiography(CTA)and IVUS before treatment were compared.Bland-Altman diagram was performed to evaluate the consistency of lumen cross-sectional stenosis rate and plaque eccentricity index between CTA and IVUS.The stent parameters measured with IVUS were recorded immediately after implantation of balloon-expandable covered stents.Results Before treatment,the minimum lumen diameter,lumen cross-sectional stenosis rate and stenotic segment length of IVUS were all larger,while maximum lumen diameter and lumen eccentricity index of IVUS were both smaller than those of CTA(all P<0.05).No significant difference of plaque eccentricity index,plaque type nor stenosis distal remodeling was found between CTA and IVUS(all P>0.05).The average difference between IVUS and CTA for evaluating lumen cross-sectional stenosis rate and plaque eccentricity index was-0.020(-0.096,0.050)and-0.020(-0.130,0.091),respectively.The consistency of IVUS and CTA for evaluating plaque eccentricity index was better than that of lumen cross-sectional stenosis rate.The stent symmetry,stent eccentricity index,stent expansion coefficient and stenosis coverage rate immediately after implantation measured with IVUS was(82.69±14.61)%,(1.54±9.16)%,(99.81±10.70)%and 100%,respectively.Among 30 cases,2 cases(2/30,6.67%)underwent postdilation since poor stent apposition.Conclusion IVUS could assist evaluating lumen and plaque parameters of stenotic renal arteries,guiding stent release and real-timely monitoring the effect of endovascular therapy.
4.Effect of Baoyuan Decoction on Chronic Heart Failure Model Rats Based on PERK/ATF4 Signaling Pathway
Xiao-Yu GAO ; Feng JI ; Dan-Yang HAO ; Yong TAN ; Bai-Rong WANG ; Yi-Wen ZHENG ; Xue-Bin CHEN
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(7):1851-1857
Objective To observe the therapeutic effect and mechanism of Baoyuan Decoction for chronic heart failure model rat.Methods SD rats were randomly divided into blank group,model group,Baoyuan Decoction group,Captopril group,Baoyuan Decoction+CCT020312[protein kinase R-like endoplasmic reticulum kinase(PERK)activator]group,15 rats in each group.Except for the blank group,the rats in the other groups were induced by Adriamycin to construct a chronic heart failure model.After corresponding drug intervention,cardiac function indexes[left ventricular end-diastolic diameter(LVEDD),left ventricular ejection fraction(LVEF),left ventricular fractional shortening(LVFS),brain natriuretic peptide(BNP),cardiac troponin I(cTnI)],inflammation-related factors[tumor necrosis factor α(TNF-α),interleukin 1β(IL-1β)],oxidative stress factors[malondialdehyde(MDA),superoxide dismutase(SOD)]were detected in each group.Changes in apoptosis-related indicators[B-cell lymphoma 2(Bcl-2),B-cell lymphoma 2-associated X protein(Bax),Caspase-3]and PERK/transcription activator 4(ATF4)signaling pathway-related proteins glucose-regulated protein 78(GRP78),PERK,ATF4,C/EBP homologous protein(CHOP)levels.Results Compared with the blank group,LVEDD,BNP,cTnI,TNF-α,IL-1β,MDA levels,protein expression levels of Bax,Caspase-3,GRP78,PERK,ATF4,CHOP in the model group were significantly increased,LVEF,LVFS,SOD levels and Bcl-2 protein expression level were significantly decreased(all P<0.05).Compared with the model group and Baoyuan Decoction+CCT020312 group,LVEDD,BNP,cTnI,TNF-α,IL-1β,MDA levels,protein expression levels of Bax,Caspase-3,GRP78,PERK,ATF4,CHOP in Baoyuan Decoction group and Captopril group were significantly decreased,LVEF,LVFS,SOD levels and Bcl-2 protein expression level were significantly increased(all P<0.05).Compared with the Captopril group,there was no significant change in the above indexes(except CHOP protein expression level)in the Baoyuan Decoction group(P>0.05).Conclusion Baoyuan Decoction can delay the progression of chronic heart failure rats,and its mechanism may be related to inhibiting the PERK/ATF4 signaling pathway to alleviate cardiomyocyte apoptosis,further reducing the degree of inflammatory response and oxidative stress,thereby promoting the repair of cardiac function and myocardial injury.
5.Study of the prevention effect of Ankle-length or Knee-length elastic pants on deep vein thrombosis in patients with thigh liposuction
Rong GUO ; Mosheng YU ; Yueqiang ZHAO ; Zhanyong ZHU ; Sha LUO ; Zhixiang TAN ; Rui TAO ; Fang WANG
Journal of Clinical Surgery 2024;32(5):541-544
Objective To investigate the effect of elastic pants on coagulation function and deep vein thrombosis by examining blood coagulation function and deep vein thrombosis in patients with liposuction in the thigh before and after operation.Methods 80 patients with liposuction were randomly divided into Ankle-length elastic pants(Ankle group,A group,n=40)and Knee-length elastic pants(Knee group,K group,n=40)from October 2021 to October 2022.After liposuction surgery,the two groups of patients used elastic bandage to initially compress and bind the thigh.According to the length of the patients'thigh,the patients in A group wore appropriate ankle-length elastic pants and the patients in K group wore appropriate knee-length elastic pants.The index were recorded including the popliteal vein flow rate,the common femoral vein flow rate,the instep temperature,the incidence of deep vein thrombosis(DVT),the incidence of intramuscular vein thrombosis of leg and the coagulation indexes(APTT,PT,Fib,D-dimer).Results Compared with pre-operation,the blood flow rate of popliteal vein and common femoral vein in A group was significantly faster,while the blood flow rate of popliteal vein in K group was significantly slower(P<0.05).There was no significant change in APTT and PT in the two groups after operation(P>0.05),but the Fib and D-Dimer increased significantly on the first day after operation,and then decreased gradually(P<0.05).Compared with K group,the blood flow of popliteal vein and common femoral vein in A group was significantly faster at each time point after operation(P<0.05).The Fib and D-Dimer of patients in A group were significantly lower than those in K group on the 1st,3rd and 7th day after operation(P<0.05),and the blood coagulation index between the two groups returned to normal around the 14th day.There was no statistically significant difference in the instep temperature between groups and within groups(P>0.05).No deep venous thrombosis was found in A group after surgery,while there were 3 cases of deep venous thrombosis without clinical symptoms in K group on the 3rd and 7th day,with no statistical difference(P>0.05).After surgery,patients in A group and K group had intramuscular venous thrombosis of the leg on the 1st,3rd and 7th day after surgery,and there was statistically significant difference on the 3rd and 7th day between the two groups(P<0.05).Conclusion Thigh liposuction can lead to deep vein thrombosis without obvious clinical symptoms and intramuscular vein thrombosis of leg.Ankle-length elastic pants are more conducive to blood circulation of patients'legs,improve blood hypercoagulability,and reduce the risk of deep vein thrombosis after operation.
6.Unsupervised clustering analysis based on multidimensional features reveals distinct clinical characteristics and associated factors of different phenotypes in patients with chronic rhinosinusitis with nasal polyp
Jingyu HUANG ; Yongge LUO ; Hao LYU ; Duo LIU ; Yunfei WANG ; Peiqiang LIU ; Lu TAN ; Rong XIANG ; Wei ZHANG ; Yu XU
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(6):590-601
Objective:To utilize routinely available clinical parameters to uncover the clinical features of different clusters in patients with chronic rhinosinusitis with nasal polyp (CRSwNP) through unsupervised clustering analysis.Methods:The clinical data from 155 CRSwNP patients undergoing nasal endoscopic surgery at Renmin Hospital of Wuhan University from 2021 to 2023 were prospectively collected, including 112 males and 43 females, aged from 7 to 87 years. Unsupervised clustering analysis was conducted using various clinical parameters, including age, gender, smoking and drinking history, local eosinophil (EOS) and neutrophil (NEU) counts, comorbid allergic rhinitis (AR), comorbid asthma, recurrence status, serum-specific IgE, total IgE, cytokine levels, peripheral blood EOS count and percentage, Lund-Mackay CT score, the ratio of CT scores for the maxillary sinus and ethmoid sinus (E/M ratio), visual analogue scale (VAS) score, Lund-Kennedy endoscopic score, and other common clinical indicators to elucidate the clinical characteristics of each cluster. Statistical analysis was conducted using GraphPad Prism 9.5 software.Results:Hierarchical clustering analysis identified four main clusters (Cluster A1-A4), showcasing distinct characteristics such as mild nasal polyps with higher peripheral blood cytokines levels, nasal polyps accompanied by allergies and asthma, a subtype of nasal polyps with high recurrence rates dominated by neutrophils, and nasal polyps with high eosinophil levels. Further subset clustering revealed two clusters of mild polyps (Cluster B1-B2) featuring high cytokine expression and comorbid AR; and two clusters of severe polyps (Cluster B3-B4) presented with severe symptoms, high Lund-Mackay CT score, and high Lund-Kennedy endoscopic score. Variations between Cluster B3 and B4 included symptom complexity, the degree of eosinophil infiltration, and the probability of comorbid asthma. Further clustering analysis for eosinophilic nasal polyps revealed a cluster characterized by highly neutrophilic infiltration and recurrent nasal polyps. The comprehensive analysis of multi-index correlations demonstrated valuable insights into the relationships between common clinical parameters of nasal polyps, providing valuable information for a deeper understanding of the pathogenesis of CRSwNP.Conclusion:The clustering analysis in this study categorizes CRSwNP patients into different clusters based on clinical features and disease outcomes, providing a new perspective for more precise clinical treatment strategies.
7.Effect of light-emitting diode exposure with different color rendering indexes on retinal reactive oxygen species/NOD-like receptor family pyrin domain containing protein 3 of rats
Rong LIN ; Zeyuan LIN ; Kunhong XIAO ; Huazhi MA ; Chen XUE ; Jianfan YU ; Huanhuan TAN ; Yan HUANG
Recent Advances in Ophthalmology 2024;44(12):930-936
Objective To investigate the mechanism of retinal injury in rats caused by light-emitting diodes(LEDs)with different color rendering indexes(CRIs).Methods Totally 20 Sprague-Dawley rats were randomly divided into nor-mal control(NC)group(sunlight),low CRI(CRI-L)group(blue light),medium CRI(CRI-M)group(conventional LED),and high CRI(CRI-H)group(full-spectrum LED),with 5 rats in each group,exposed to light for 12 hours daily for 4 consecutive weeks.Hematoxylin & eosin staining was used to assess morphological changes in the retina.Dihydroethidi-um staining was employed to detect the levels of reactive oxygen species(ROS)in retinal tissues.The messenger ribonu-cleic acid(mRNA)expressions of NOD-like receptor family pyrin domain containing protein 3(NLRP3),Gasdermin D(GSDMD)and Caspase-1 were analyzed by real-time quantitative polymerase chain reaction(RT-qPCR),and their protein expressions were measured through immunohistochemical staining.Environmental light spectra were measured using a spectroradiometer.Results Rats in the CRI-L group showed the thinnest retina,followed by the CRI-M group and CRI-H group.The fluorescence intensity of ROS in the NC group,CRI-L group,CRI-M group and CRI-H group was 1.000±0.046,25.060±1.732,14.530±3.776 and 1.821±0.587,respectively.The ROS level in the CRI-H group was significantly lower than that in the CRI-L group and CRI-M group(both P<0.05).RT-qPCR showed that the relative mRNA expression of NL-RP3 in the NC group,CRI-L group,CRI-M group and CRI-H group was 1.004±0.005,4.004±0.716,2.027±0.303 and 0.741±0.069,respectively;the relative mRNA expression of Caspase-1 was 1.010±0.006,4.337±0.345,2.268±0.058 and 0.713±0.021,respectively;the relative mRNA expression of GSDMD was 1.000±0.000,2.938±0.559,1.955±0.166 and 1.213±0.051,respectively.Compared with the NC group,the relative expressions of NLRP3,Caspase-1 and GSDMD in the CRI-L group and CRI-M group significantly increased(all P<0.05).The immunohistochemical staining results showed that the fluorescence intensity of NLRP3 in the retina of rats in the NC group,CRI-L group,CRI-M group and CRI-H group was 0.379 4±0.002 2,0.400 7±0.011 4,0.379 0±0.006 9 and 0.377 0±0.007 5,respectively;the fluorescence intensity of Caspase-1 was 0.367 2±0.005 8,0.442 6±0.041 1,0.382 4±0.011 9 and 0.380 6±0.006 5,respectively;the fluorescence intensity of GSDMD was 0.159 5±0.013 4,0.167 5±0.011 9,0.397 6±0.014 3 and 0.377 2±0.022 8,respec-tively.Compared with the NC group,rats in the CRI-L group showed increased fluorescence intensity of NLRP3 and Caspase-1,and rats in the CRI-M and CRI-H showed increased fluorescence intensity of GSDMD(all P<0.05).The spec-tral comparison revealed that the CRI-H group had a broader spectral coverage and a distribution closer to natural light spectra.Conclusion Conventional LED exposure can induce a decrease in retinal thickness,upregulate the ROS expres-sion in retinal tissues,and increase the expression levels of NLRP3,Caspase-1 and GSDMD.High CRI full-spectrum LEDs can mitigate pyroptosis through the ROS/NLRP3 pathway by optimizing their spectral distribution,offering better biosafety.
8.Different Characteristics of Psychological and Sleep Symptoms Across Social Media Addiction and Internet Gaming Disorder in Chinese Adolescents- A Network Analysis
Wanling ZHANG ; Liwen JIANG ; Minglan YU ; Rong MA ; Tingting WANG ; Xuemei LIANG ; Rongfang HE ; Chun XU ; Shasha HU ; Youguo TAN ; Kezhi LIU ; Bo XIANG
Psychiatry Investigation 2024;21(7):782-791
Objective:
Previous research has explored a variety of mental disorders associated with Internet Gaming Disoder (IGD) and Social Media Addiction (SMA). To date, few studies focused on the network characteristics and investigated mood and sleep symptoms across SMA and IGD of adolescence at a group-specific level. This study aims to identify different characteristics of IGD and SMA and further determine the group-specific psychopathology process among adolescents.
Methods:
We conducted a cross-sectional study to recruit a cohort of 7,246 adolescents who were scored passing the cutoff point of Internet Gaming Disorder Scale-Short Form and Bergen Social Media Addiction Scale, as grouped in IGD and SMA, or otherwise into the control group. Patient Health Questionnaire-9, Generalized Anxiety Disorder 7-item, and Pittsburgh Sleep Quality Index were assessed for the current study, and all assessed items were investigated using network analysis.
Results:
Based on the analytical procedure, the participants were divided into three groups, the IGD group (n=789), SMA group (n=713) and control group (n=5,744). The edge weight bootstrapping analysis shows that different groups of networks reach certain accuracy, and the network structures of the three groups are statistically different (pcontrol-IGD=0.004, pcontrol-SMA<0.001, pIGD-SMA<0.001). The core symptom of SMA is “feeling down, depressed, or hopeless”, while IGD is “feeling tired or having little energy”.
Conclusion
Although IGD and SMA are both subtypes of internet addiction, the psychopathology processes of IGD and SMA are different. When dealing with IGD and SMA, different symptoms should be addressed.
9.Immunological mechanism of non-obstructive azoospermia: An exploration based on bioinformatics and machine learning.
Shu-Qiang HUANG ; Zhi-Hong LI ; Cui-Yu TAN ; Miao-Qi CHEN ; Xiao-Jun YUAN ; Wan-Ru CHEN ; Luo-Yao YANG ; Xu-Nuo FENG ; Cai-Rong CHEN ; Qiu-Xia YAN
National Journal of Andrology 2024;30(12):1059-1067
OBJECTIVE:
To explore the immunological mechanisms underlying spermatogenetic malfunction in patients with non-obstructive azoospermia (NOA) based on bioinformatics and machine learning, and to screen out the key genes associated with spermatogenesis failure.
METHODS:
NOA-related datasets were obtained from the GEO database, and the differentially expressed genes identified by differential analysis and weighted gene co-expression network analysis (WGCNA). A model of spermatogenesis scoring was established for analysis of the immunological microenvironment and cell interaction networks related to spermatogenesis failure. The key genes were screened out by machine learning, followed by analysis of their correlation with T cells and macrophages. An NOA mouse model was constructed for validation of transcriptome sequencing.
RESULTS:
Seventy-five differentially expressed genes were identified for the establishment of the spermatogenesis scoring model. The low spermatogenesis score group showed a higher infiltration of the immune cells, with an increased proportion of T cells and macrophages and a correlation of cell interaction signals with immunity. SOX30, KCTD19, ASRGL1 and DRC7 were identified by machine learning as the key genes related to spermatogenesis, with down-regulated expressions in the NOA group, and their expression levels negatively correlated with the infiltration of T cells and macrophages. The accuracy of the spermatogenesis scoring and machine learning models, as well as the trend of the expression levels of the key genes, was successfully validated with the transcriptome sequencing data on the NOA mouse testis.
CONCLUSION
The development of NOA is closely associated with enhanced immunological microenvironment in the testis. T cells and macrophages may play important roles in spermatogenesis failure. SOX30, KCTD19, ASRGL1 and DRC7 are potential biomarkers for the diagnosis and treatment of NOA.
Male
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Azoospermia/genetics*
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Machine Learning
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Animals
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Computational Biology
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Mice
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Humans
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Spermatogenesis/genetics*
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Gene Expression Profiling
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Macrophages/immunology*
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Gene Regulatory Networks
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T-Lymphocytes/immunology*
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Transcriptome
10.Application of Animal Models of Type 2 Diabetes Mellitus: Based on Data Mining
Xiangning HUANG ; Xinyi YAO ; Yan TAN ; Rong YU
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(2):159-165
ObjectiveTo study the modeling elements and detection indexes of type 2 diabetes mellitus (T2DM) animal models, to provide a reference for establishing animal models with related pathogenesis in a cost-effective and simple manner, and to lay a basis for the research on relevant pathogenesis and pharmacological mechanism. MethodPapers on animal experiment of T2DM which were published from January 1, 2011 to December 31, 2021 were retrieved from China Knowledge Network, Wanfang Data, and PubMed. Data on the types and genders of animals, modeling methods, and evaluation indexes and methods were collected used to establish a database. Then, Excel and SPSS 18.0 were employed for data analysis. ResultA total of 249 eligible papers were included and male SD rats were mainly used for the modeling. The combination of chemical and diet was mainly adopted for the modeling, with streptozotocin (STZ) as the main chemical and high-fat and high-sugar diet as the main diet. The evaluation indexes of serum biochemical indexes, histopathology, and related indexes were frequently used. ConclusionIn animal experiment on T2DM, male SD rats are mainly adopted for modeling. The frequently used modeling method is the combination of high-fat and high-sugar diet (containing 10% lard and 20% sucrose) or high-fat diet (containing 40%-60% fat) with small dose of STZ (30-40 mg·kg-1, intraperitoneal injection, once). This method is characterized by ease of implementation and high success rate, and the yielded animal model has the disease pathogenesis. The models are often evaluated based on blood glucose, blood lipid profile, serum insulin, glucose tolerance test or insulin tolerance test. The findings are expected to serve as a reference for research on basic animal experiment on T2DM.

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