1.Therapeutic Strategy and Mechanism of Xijiao Dihuangtang in Recurrence of Psoriasis Vulgaris After Remission Based on Theory of "Latent Fire Causing Blood Stasis"
Cuiyue ZHANG ; Xiao XIAO ; Yanping SHI ; Yanli LIU ; Hua BIAN ; Jingjing DENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(18):244-252
Psoriasis vulgaris is notoriously difficult to treat and prone to recurrence. Traditional Chinese medicine (TCM), however, has shown considerable efficacy in mitigating or suppressing such recurrence. The underlying reason lies in the TCM concept of "latent pathogens", which are prone to be reactivated by external pathogenic factors, thereby triggering relapse. At the early stage of recurrence, manifestations of "latent fire" often appear externally. If treatment is not thorough, the condition may shift into a state of "stalemate between healthy Qi and pathogenic factors", in which the disease appears on the skin but is rooted in deeper pathological layers, remaining unresolved and accumulating internally. Over time, blood stasis arises from fire, and the fire further congeals due to stasis, leading ultimately to recurrent flare-ups. This aligns with the modern immunological concept of "immunological memory" mediated by tissue-resident memory T cells (TRM) in the skin, which corroborates the TCM view of "latent fire inducing blood stasis". The interaction between TRM and keratinocytes (KC) parallels the entanglement of latent fire and latent stasis, both of which are deeply entrenched and difficult to resolve. The core pathogenesis of recurrent psoriasis vulgaris lies in "latent fire causing blood stasis". The hallmark is the deep concealment and persistence of latent fire and stasis, which linger and await an opportunity to reemerge. Based on this understanding, Xijiao Dihuangtang is employed to cool the blood, resolve stasis, and eliminate latent pathogens, and treatment is tailored according to the disease stage through three-phase syndrome differentiation. In the progressive stage, both exterior and interior are treated, with emphasis on clearing latent fire. In the stationary stage, the focus shifts to dispelling latent stasis and simultaneously regulating the Zang-fu organs. In the regressive stage, efforts are made to prevent the retention of latent pathogens and to strengthen healthy Qi. Accordingly, drugs effective in dispersing wind and clearing heat, pungent-moistening and dredging the collaterals, and tonifying deficiency and moistening dryness are often employed to achieve optimal outcomes. The precise mechanisms by which Xijiao Dihuangtang treats recurrent psoriasis vulgaris remain to be fully elucidated. Current research suggests it may intervene in the recurrence process through inhibiting KC proliferation via the PI3K/Akt/mTOR signaling pathway and glycolysis, regulating the Th1/Th2 and Th17/Treg cell balances to restore immune homeostasis, suppressing inflammatory cytokine production to alleviate the inflammatory response, modulating angiogenesis-related factors, such as vascular endothelial growth factor A (VEGF-A) and matrix metalloproteinase-9 (MMP-9), to control disease progression, and restructuring the gut microbiota to modulate systemic immunity and thereby influence the course of disease recurrence.
2.Effects of matrine on acetaminophen-induced liver injury
Ya-Li BIAN ; Yan-Shuang YANG ; Jiang-Hua GONG ; Xin-Xia HE
The Chinese Journal of Clinical Pharmacology 2024;40(2):225-229
Objective To investigate the mechanism of matrine hydrochloride injection on acetaminophen(APAP)induced liver injury in mice.Methods Sixty male Kunming mice were randomly divided into blank group,model group and experimental-L,-M,-H groups.The mice were abdominal injected 300 mg·kg-1 APAP to build the acute liver injury modeling.The experimental-L,-M,-H groups were intravenous injected matrine of 0.7,1.4,and 2.8 mg·kg-1,respectively.Blank and model groups were injected with 10%glucose solution 10 mL·kg-1·d-1 via tail vein.Enzyme-linked immunosorbent assay were used to measure the levels of glutamic oxaloacetic transaminase(GOT),glutamic oxaloacetic transaminase(GPT),interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)in mice serum.The kit were employed to detect the levels of superoxide dismutase(SOD)and malondialdehyde(MDA)in liver tissue.Results The serum GOT levels in the experimental-M,-H groups,model group and blank group were(5 593.45±128.46),(2 316.24±125.37),(8 302.16±267.15)and(40.13±7.69)U·L-1;the GPT levels were(6 159.37±129.64),(2 597.10±120.37),(8 1699.54±259.87)and(36.47±9.46)U·L-1;the IL-6 levels were(159.43±26.42),(96.37±25.84),(215.34±47.68)and(83.72±26.37)pg·mL-1;the TNF-α levels were(327.68±38.37),(249.69±44.97),(477.68±58.59)and(254.35±50.67)pg·mL-1;the SOD levels were(329.46±37.49),(371.16±33.76),(246.84±38.79)and(429.67±23.76)U·mg-1;the MDA levels were(5.34±0.76),(4.09±0.54),(12.46±3.76)and(3.12±0.42)nmol·mg-1.There were significant differences between the experimental-M,-H groups and the model group(all P<0.05).Conclusion Matrine has a significant protective effect on APAP induced drug-induced liver injury,and its protective mechanism is related to inhibiting inflammatory response and alleviating oxidative stress response.
3.Effect of Wenyang Huazhuo Tongluo recipe on pulmonary micro vascular injury in mice with scleroderma based on mitophagy
Shuang CHEN ; Kai LI ; Bo BIAN ; Ke-Lei GUO ; Hua BIAN ; Chang LIU ; Jing-Wei XU
The Chinese Journal of Clinical Pharmacology 2024;40(9):1301-1305
Objective To explore the effect of Wenyang Huazhuo Tongluo recipe on pulmonary microvascular injury in mice with scleroderma based on mitophagy.Methods Fifty mice were randomly divided into blank control group(0.9%NaCl,by gavage),control group(0.9%NaCl,by gavage),model group,Wenyang Huazhuo Tongluo recipe group(47mg·kg-1·d-1 Wenyang Huazhuo Tongluo recipe by gavage),positive control group(10 mg·kg-1·d-1 KC7F2 dissolved in phosphate buffer solution intraperitoneal injection),continuous administration for 4 weeks.The expression levels of in vitro membrane translocation enzyme 20(TOMM20),hypoxia inducible factor-1α(HIF-1α),B cell lymphoma-2/adenovirus E1B-19 kDa interacting protein 3(BNIP3),PTEN inducible muscle enzyme protein 1(PINK1)and E3 ubiquitin ligase(Parkin)in lung tissue were detected by immunohistochemistry(IHC).Western blot(WB)was used to detect the expression levels of mitophagy-related proteins(TOMM20,LC3B)and HIF-1α/BNIP3/PINK1/Parkin pathway proteins in pulmonary microvascular endothelial cells.Results The relative content of HIF-1α in microvascular endothelial cells of lung tissue in the control group,model group,Wenyang Huazhuo Tongluo recipe group and positive control group were 0.17±0.02,0.98±0.01,0.66±0.03 and 0.48±0.01;the relative content of BNIP3 were 0.40±0.02,0.74±0.01,0.56±0.01 and 0.60±0.02;the relative content of PINK1 were 0.26±0.04,0.88±0.01,0.65±0.02 and 0.67±0.02;the relative contents of Parkin were 0.33±0.02,0.89±0.01,0.65±0.02 and 0.77±0.02;the relative contents of TOMM20 were 1.10±0.02,0.58±0.01,1.02±0.01 and 0.98±0.03;the relative contents of LC3B-Ⅰ/LC3B-Ⅱ were 0.24±0.01,0.80±0.01,0.53±0.02 and 0.70±0.02,respectively.The content of HIF-1α,BNIP3,PINK1,Parkin and LC3B-Ⅰ/LC3B-Ⅱ in model group was higher than those in control group.Wenyang Huazhuo Tongluo recipe can effectively reduce its content.The content of TOMM20 in the model group was lower than that in control group,and Wenyang Huazhuo Tongluo recipe can effectively increase its content.Conclusion Wenyang Huazhuo Tongluo recipe may inhibit mitophagy and improve SSc pulmonary microvascular injury by increasing TOMM20 and inhibiting the protein expression of LC3B and HIF-1α/BNIP3/PINK1/Parkin signaling pathway.
4.Influencing factors for depression and anxiety symptoms among the elderly
YANG Hongying ; LI Lian ; PAN Kaijie ; CHEN Xiang ; TANG Jianyan ; HUA Er ; ZHOU Ying ; BIAN Guolin
Journal of Preventive Medicine 2024;36(11):926-930
Objective:
To investigate the factors affecting depression and anxiety symptoms among the elderly, so as to provide the basis for promoting mental health among the elderly.
Methods:
The elderly aged 60 years and above in Ningbo City, Zhejiang Province were recruited using the multistage stratified random sampling method from June to August 2022, and demographic information, lifestyle and self-rated health status were collected by questionnaires. The symptoms of depression and anxiety were assessed by the Patient Health Questionnaire-9 (PHQ-9) and the Generalized Anxiety Disorder-7 (GAD-7), respectively. The presence of depressive and anxiety symptoms was determined when both the PHQ-9 score and the GAD-7 score were 10 points and higher. Factors affecting depressive and anxiety symptoms were identified using a multivariable logistic regression model.
Results:
A total of 7 771 individuals were surveyed, including 3 490 males (44.91%) and 4 281 females (55.09%), and had a mean age of (72.11±6.79) years. The prevalence of depression and anxiety symptoms was 2.05%. Multivariable logistic regression analysis identified residence (urban area, OR=0.316, 95%CI: 0.201-0.498), sedentary duration (<3 h/d, OR=0.349, 95%CI: 0.232-0.525; 3-5 h/d, OR=0.458, 95%CI: 0.313-0.671), physical activity (≥3 times/week, OR=0.551, 95%CI: 0.373-0.815), sleep quality (poor, OR=2.491, 95%CI: 1.738-3.571), social isolation (OR=1.688, 95%CI: 1.148-2.481) and self-rated health (poor, OR=5.857, 95%CI: 3.547-9.671; normal, OR=1.903, 95%CI: 1.234-2.937) as the influencing factors for depression and anxiety symptoms among the elderly.
Conclusion
The prevalence of depression and anxiety symptoms among the elderly is associated with residence, sedentary duration, sleep quality, physical activity, social interactions and self-rated health status.
5.Effect of Tongfeng Decoction (痛风汤) on NLRP3 Inflammatory Vesicles and Neutrophil Extracellular Traps in Synovial Tissues of Ankle Joints in Acute Gouty Arthritis Model Rats
Yongzheng DENG ; Qingliang MENG ; Junfu MA ; Jiakang CUI ; Kai LI ; Gengfeng WANG ; Chenyang SONG ; Hua BIAN
Journal of Traditional Chinese Medicine 2024;65(17):1816-1824
ObjectiveTo explore the possible mechanism of Tongfeng Decoction (痛风汤) for preventing and treating acute gouty arthritis. MethodsSixty Wistar male rats were divided into normal group, model group, colchicine group and low-, medium- and high-dose Tongfeng Decoction groups according to the random number table, 10 rats in each group. Tongfeng Decoction of 11.34, 22.68 and 45.36 g/kg were given by gavage to low-, medium- and high-dose Tongfeng Decoction groups, colchicine 3.15×10-4 g/(kg·d) to the colchicine group, and normal saline 10 ml/(kg·d) to the normal group and model group respectively for 7 consecutive days. After 1 hour of gavage on day 5, rats in all groups except the normal group were modelled as acute gouty arthritis in the ankle joint of the right hind limb with the modified Coderre's method; rats in the normal group were injected with 0.2 ml of normal saline at the same location. The swelling degree of the ankle joint was measured before modelling and after 6 h, 12 h, 24 h and 48 h of modelling, respectively. HE staining was used to observe the histopathological and morphological changes in the synovial tissue of the ankle joint; immunoblotting and RT-qPCR were used to detect NOD-like receptor protein 3 (NLRP3), apoptosis-associated speck-like protein (ASC), cysteine aspartate protease 1 (Caspase-1), and interleukin 1β (IL-1β) protein and mRNA expression levels in ankle synovial tissues, respectively; immunohistochemistry was used to detect the positive expression of Caspase-1 and IL-1β in ankle synovial tissues; ELISA was used to detect the tumour necrosis factor alpha (TNF-α), IL-1β, and interleukin in serum; immunofluorescence staining was used to observe the formation of neutrophil extracellular traps (NETs) in the synovial tissues of the ankle joints. ResultsCompared with the normal group, rats in the model group showed elevated joint swelling at all time points, significantly increased inflammatory cell infiltration and the number of synovial cell layers in the synovial tissues of the ankle joints, elevated NLRP3, Caspase-1, ASC and IL-1β protein and mRNA expression, elevated positive expression of Caspase-1 and IL-1β, increased formation of NETs, and elevation of TNF-α, IL-6, and IL-1β in serum (P<0.05). Compared with the model group, there was an improvement in synovial cell proliferation and inflammatory cell infiltration of the ankle joint in the colchicine group, high- and medium-dose Tongfeng Decoction groups. In the colchicine group and the high-, medium- and low-dose Tongfeng Decoction groups, the degree of joint swelling, positive expression of Caspase-1, IL-1β and formation of NETs in the synovial tissue of the ankle joint, and TNF-α, IL-6 and IL-1β in serum reduced 24 h and 48 h after modelling; in colchicine group and high-dose Tongfeng Decoction group, NLRP3, ASC, Caspase-1, IL-1β protein and mRNA expression in the synovial tissues of ankle joints all reduced (P<0.05). The colchicine group and high-dose Tongfeng Decoction group were superior to the low-dose Tongfeng Decoction group in reducing ASC, Caspase-1, IL-1β protein and mRNA expression in the ankle synovial tissues, the positive expression of Caspase-1, as well as TNF-α, IL-6, and IL-1β level in serum (P<0.05). ConclusionTongfeng Decoction showed effectiveness for the prevention and treatment of acute gouty arthritis, and its mechanism may be related to the inhibition of the assembly and activation of NLRP3 inflammatory vesicles in ankle synovial tissues, the inhibition of the release of inflammatory factors, and the formation of NETs.
6.Efficacy and safety of nicorandil and ticagrelor de-escalation after percutaneous coronary intervention for elderly patients with acute coronary syndrome
Xiang SHAO ; Ning BIAN ; Hong-Yan WANG ; Hai-Tao TIAN ; Can HUA ; Chao-Lian WU ; Bei-Xing ZHU ; Rui CHEN ; Jun-Xia LI ; Tian-Chang LI ; Lu MA
Medical Journal of Chinese People's Liberation Army 2024;49(1):75-81
Objective To explore the efficacy and safety of ticagrelor de-escalation and nicorandil therapy in elderly patients with acute coronary syndrome(ACS)after percutaneous coronary intervention(PCI).Methods A total of 300 elderly patients with ACS were selected from the Sixth and Seventh Medical Center of Chinese PLA General Hospital and Beijing Chaoyang Integrative Medicine Emergency Rescue and First Aid Hospital from November 2016 to June 2019,including 153 males and 147 females,aged>65 years old.All the patients received PCI,and all had double antiplatelet therapy(DAPT)scores≥2 and a new DAPT(PRECISE-DAPT)score of≥25.All patients were divided into two groups by random number table method before operation:ticagrelor group(n=146,ticagrelor 180 mg load dose followed by PCI,and ticagrelor 90 mg bid after surgery)and ticagrelor de-escalation + nicorandil group(n=154,ticagrelor 180 mg load dose followed by PCI,ticagrelor 90 mg bid+nicorandil 5 mg tid after surgery,changed to ticagrelor 60 mg bid+ nicorandil 5 mg tid 6 months later).Follow-up was 12 months.The composite end points of cardiovascular death,myocardial infarction and stroke,the composite end points of mild hemorrhage,minor hemorrhage,other major hemorrhage and major fatal/life-threatening hemorrhage as defined by the PLATO study,and the composite end points of cardiovascular death,myocardial infarction,stroke and bleeding within 12 months in the two groups were observed.Results The comparison of general baseline data between the two groups showed no statistically significant difference(P>0.05).There was also no significant difference in the composite end points of cardiovascular death,myocardial infarction and stroke between the two groups(P>0.05).The cumulative incidence of bleeding events in ticagrelor de-escalation + nicorandil group was significantly lower than that in ticagrelor group(P<0.05),while the composite end points of cardiovascular death,myocardial infarction,stroke and bleeding were also significantly lower than those in tecagrelor group(P<0.05).Conclusion In elderly patients with ACS,the treatment of ticagrelor de-escalation + nicorandil after PCI may not increase the incidence of ischemic events such as cardiovascular death,myocardial infarction or stroke,and it may reduce the incidence of hemorrhagic events.
7.Analysis of Key Genes and Immune Infiltration Mechanism of Scleroderma Based on Artificial Neural Network Model and Prediction of Targeted Traditional Chinese Medicine
Zhiwei ZUO ; Mengdie YANG ; Bingzeng SHANG ; Chang LIU ; Kelei GUO ; Hua BIAN
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(8):2055-2068
Objective to establish a combined diagnosis model of scleroderma related genes based on gene expression comprehensive database(GEO)and artificial neural network(ANN)and to evaluate its effect and to predict and analyze targeted traditional Chinese medicine.Methods two scleroderma chips GSE23741 and GSE95065 were obtained from the GEO database as the training group data set.Random forest and lasso regression algorithms were used to screen the key genes of scleroderma and construct the ANN model for the diagnosis of scleroderma.The validation data sets GSE76807,GSE32413 and GSE59785 were used to verify the model,and the area under curve(AUC)analysis was used to evaluate the clinical application value of ANN model.The relative expression of key gene mRNA was verified by RT-qPCR experiment.The CIBERSORT algorithm was used to estimate the bioinformatics association between scleroderma and the screened biomarkers.Finally,the key genes were used to screen the targeted traditional Chinese medicine.Results A total of 167 differential genes were obtained.Furthermore,the five most relevant key genes(SERPINE2,SFRP4,SUGCT,FBLN5,NRXN2)were screened by machine learning,and the artificial neural network diagnosis model was constructed.The model was used to draw the subject operating characteristic(ROC)curves diagnosed by the training group and the verification group,and the AUC value of the training group was 1.000.The AUC of verification group were 0.770,0.795 and 0.872 respectively.The result of RT-qPCR experiment is consistent with that of machine learning algorithm.Immune cell infiltration analysis showed that the relative content of memory CD4+T cells was significantly increased in scleroderma group,while the relative content of γ δ T cells in normal group was significantly increased.Key genes are associated with macrophage M1,T cells,memory activated CD4+T cells,resting mast cells,CD8+T cells and so on.According to the key genes,12 traditional Chinese medicines were screened.Most of the four qi and five flavors belong to warm,cold,flat,sweet,pungent and bitter,and most of them belong to the meridians of liver,spleen and lung.Conclusion the artificial neural network diagnosis model of key genes of scleroderma is constructed,which can be used in clinical diagnosis of scleroderma,and the potential targeted traditional Chinese medicine for the treatment of scleroderma is predicted,which provides a new perspective for exploring the pathogenesis of scleroderma.
8.An artificial neural network diagnostic model for scleroderma and immune cell infiltration analysis based on mitochondria-associated genes
Zhiwei ZUO ; Qingliang MENG ; Jiakang CUI ; Kelei GUO ; Hua BIAN
Journal of Southern Medical University 2024;44(5):920-929
Objective To establish a diagnostic model for scleroderma by combining machine learning and artificial neural network based on mitochondria-related genes.Methods The GSE95065 and GSE59785 datasets of scleroderma from GEO database were used for analyzing expressions of mitochondria-related genes,and the differential genes were identified by Random forest,LASSO regression and SVM algorithms.Based on these differential genes,an artificial neural network model was constructed,and its diagnostic accuracy was evaluated by 10-fold crossover verification and ROC curve analysis using the verification dataset GSE76807.The mRNA expressions of the key genes were verified by RT-qPCR in a mouse model of scleroderma.The CIBERSORT algorithm was used to estimate the bioinformatic association between scleroderma and the screened biomarkers.Results A total of 24 differential genes were obtained,including 11 up-regulated and 13 down-regulated genes.Seven most relevant mitochondria-related genes(POLB,GSR,KRAS,NT5DC2,NOX4,IGF1,and TGM2)were screened using 3 machine learning algorithms,and the artificial neural network diagnostic model was constructed.The model showed an area under the ROC curves of 0.984 for scleroderma diagnosis(0.740 for the verification dataset and 0.980 for cross-over validation).RT-qPCR detected significant up-regulation of POLB,GSR,KRAS,NOX4,IGF1 and TGM2 mRNAs and significant down-regulation of NT5DC2 in the mouse models of scleroderma.Immune cell infiltration analysis showed that the differential genes in scleroderma were associated with follicular helper T cells,immature B cells,resting dendritic cells,memory activated CD4+T cells,M0 macrophages,monocytes,resting memory CD4+T cells and mast cell activation.Conclusion The artificial neural network diagnostic model for scleroderma established in this study provides a new perspective for exploring the pathogenesis of scleroderma.
9.Carrier screening for 223 monogenic diseases in Chinese population:a multi-center study in 33 104 individuals
Wei HOU ; Xiaolin FU ; Xiaoxiao XIE ; Chunyan ZHANG ; Jiaxin BIAN ; Xiao MAO ; Juan WEN ; Chunyu LUO ; Hua JIN ; Qian ZHU ; Qingwei QI ; Yeqing QIAN ; Jing YUAN ; Yanyan ZHAO ; Ailan YIN ; Shutie LI ; Yulin JIANG ; Manli ZHANG ; Rui XIAO ; Yanping LU
Journal of Southern Medical University 2024;44(6):1015-1023
Objective To investigate the epidemiological characteristics and mutation spectrum of monogenic diseases in Chinese population through a large-scale,multicenter carrier screening.Methods This study was conducted among a total of 33 104 participants(16 610 females)from 12 clinical centers across China.Carrier status for 223 genes was analyzed using high-throughput sequencing and different PCR methods.Results The overall combined carrier frequency was 55.58%for 197 autosomal genes and 1.84%for 26 X-linked genes in these participants.Among the 16 669 families,874 at-risk couples(5.24%)were identified.Specifically,584 couples(3.50%)were at risk for autosomal genes,306(1.84%)for X-linked genes,and 16 for both autosomal and X-linked genes.The most frequently detected autosomal at-risk genes included GJB2(autosomal recessive deafness type 1A,393 couples),HBA1/HBA2(α-thalassemia,36 couples),PAH(phenylketonuria,14 couples),and SMN1(spinal muscular atrophy,14 couples).The most frequently detected X-linked at-risk genes were G6PD(G6PD deficiency,236 couples),DMD(Duchenne muscular dystrophy,23 couples),and FMR1(fragile X syndrome,17 couples).After excluding GJB2 c.109G>A,the detection rate of at-risk couples was 3.91%(651/16 669),which was lowered to 1.72%(287/16 669)after further excluding G6PD.The theoretical incidence rate of severe monogenic birth defects was approximately 4.35‰(72.5/16 669).Screening for a battery of the top 22 most frequent genes in the at-risk couples could detect over 95%of at-risk couples,while screening for the top 54 genes further increased the detection rate to over 99%.Conclusion This study reveals the carrier frequencies of 223 monogenic genetic disorders in the Chinese population and provides evidence for carrier screening strategy development and panel design tailored to the Chinese population.In carrier testing,genetic counseling for specific genes or gene variants can be challenging,and the couples need to be informed of these difficulties before testing and provided with options for not screening these genes or gene variants.
10.An artificial neural network diagnostic model for scleroderma and immune cell infiltration analysis based on mitochondria-associated genes
Zhiwei ZUO ; Qingliang MENG ; Jiakang CUI ; Kelei GUO ; Hua BIAN
Journal of Southern Medical University 2024;44(5):920-929
Objective To establish a diagnostic model for scleroderma by combining machine learning and artificial neural network based on mitochondria-related genes.Methods The GSE95065 and GSE59785 datasets of scleroderma from GEO database were used for analyzing expressions of mitochondria-related genes,and the differential genes were identified by Random forest,LASSO regression and SVM algorithms.Based on these differential genes,an artificial neural network model was constructed,and its diagnostic accuracy was evaluated by 10-fold crossover verification and ROC curve analysis using the verification dataset GSE76807.The mRNA expressions of the key genes were verified by RT-qPCR in a mouse model of scleroderma.The CIBERSORT algorithm was used to estimate the bioinformatic association between scleroderma and the screened biomarkers.Results A total of 24 differential genes were obtained,including 11 up-regulated and 13 down-regulated genes.Seven most relevant mitochondria-related genes(POLB,GSR,KRAS,NT5DC2,NOX4,IGF1,and TGM2)were screened using 3 machine learning algorithms,and the artificial neural network diagnostic model was constructed.The model showed an area under the ROC curves of 0.984 for scleroderma diagnosis(0.740 for the verification dataset and 0.980 for cross-over validation).RT-qPCR detected significant up-regulation of POLB,GSR,KRAS,NOX4,IGF1 and TGM2 mRNAs and significant down-regulation of NT5DC2 in the mouse models of scleroderma.Immune cell infiltration analysis showed that the differential genes in scleroderma were associated with follicular helper T cells,immature B cells,resting dendritic cells,memory activated CD4+T cells,M0 macrophages,monocytes,resting memory CD4+T cells and mast cell activation.Conclusion The artificial neural network diagnostic model for scleroderma established in this study provides a new perspective for exploring the pathogenesis of scleroderma.


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