1.Comparison of sleep EEG power spectral density between depressive episode patients and schizophrenia patients with suicidal behavior
Jingwen LIU ; Yunfei ZHOU ; Jingchu HU ; Jiaoyan ZHOU ; Junwei YANG ; Jie LIANG ; Hong XU ; Yu CANG ; Shimeng MA
Sichuan Mental Health 2026;39(1):50-57
BackgroundPatients with depressive episode and schizophrenia have a high risk of suicide. The sleep electroencephalogram power spectral density characteristics of patients with depressive episode accompanied by suicidal behavior and those with schizophrenia may be different, but there is currently a lack of direct comparative studies on these two groups of patients. ObjectiveTo compare the sleep electroencephalogram power spectral density between depressive episode and schizophrenic patients with suicidal behavior, in order to provide references for exploring predictive indicators of suicidal behavior. MethodsFrom June 2018 to December 2020, 20 patients with depressive episode and 20 patients with schizophrenia who had committed suicide within the past month and were treated at the outpatient department of Shenzhen Kangning Hospital were selected. All of them met the diagnostic criteria for depressive episode or schizophrenia as defined in the International Classification of Diseases, tenth edition (ICD-10). Using a random sampling method, 20 volunteers with matching gender and age to the patient groups were selected from the Cuiping community in Shenzhen as the control group. The subjective sleep of the patients was evaluated using the Insomnia Severity Index (ISI), the Dysfunctional Belief and Attitude about Sleep (DBAS), the Disturbing Dreams and Nightmare Severity Index (DDNSI), and the Epworth Somnolence Scale (ESS). The objective sleep of the patients was assessed using polysomnography. The sleep electroencephalogram was filtered and the power spectral density of the brain wave was analyzed and processed for all the subjects. The subjective and objective sleep conditions of the two patient groups were compared, and the sleep electroencephalogram power spectral density of the patient groups and the control group were also compared. ResultsA comparison of subjective and objective sleep conditions between patients with depressive episode accompanied by suicidal behavior and patients with schizophrenia accompanied by suicidal behavior showed no statistically significant differences (P>0.05). Comparisons of sleep electroencephalogram power spectral density in the W stage (average power of α wave, total power of δ wave, average power of δ wave, average power of θ wave), N1 stage (average power of β wave, total power of α wave, total power of δ wave), N2 stage (total power of α wave, average power of α wave, total power of δ wave, average power of δ wave), N3 stage (average power of α wave, average power of δ wave), and R stage (total power of α wave, average power of α wave, total power of δ wave, average power of δ wave) between patients with depressive episode accompanied by suicidal behavior, patients with schizophrenia accompanied by suicidal behavior, and the control group showed statistically significant differences (P<0.05 or 0.01). The total power of δ wave in the W stage and the average power of β wave and δ wave in the N1 stage were higher in two patient groups were higher than those of the control group. The total power of α wave and the average power of α wave in the N2 stage were lower than those of the control group, while the average power of δ wave was higher than that of the control group. The average power of α wave in the N3 stage of both patient groups were lower than that of the control group, while the average power of δ wave was higher than that of the control group. The total power and average power of α wave in the R stage were lower than those of the control group, while the total power and average power of δ wave were higher than those of the control group. All the differences were statistically significant. Patients with depressive episode accompanied by suicidal behavior had higher average powers of α wave, δ wave, and θ wave in the W stage compared with the control group, while the total power of α wave in the N1 stage was lower in the former group. All these differences were statistically significant (P<0.05). ConclusionThe depressive episode patients accompanied by suicidal behavior have highly overlapping sleep electroencephalogram abnormal patterns with those of schizophrenia patients, mainly manifested as a general decrease in α wave power (N2, N3, R stage) and a general increase in δ wave power (W, N1, N2, N3, R stage) as well as β wave power in N1 stage. At the same time, patients with depressive episode accompanied by suicidal behavior also show specific changes, including an increase in the average power of α and θ waves during the wakefulness period (W stage), and a decrease in the total power of α wave in N1 stage. [Funded by Guangdong Province High-level Clinical Key Specialty (with supporting funds from Shenzhen City) (number, SZGSP013); Shenzhen Key Medical Discipline (number, SZXK041); Shenzhen Clinical Medicine Research Center Project (number, 20210617155253001)]
2.Inhibitory effect of electroacupuncture on microglial activation via Notch1/Hes1 pathway in Parkinson's disease mice.
Jinxu JIANG ; Yang LIU ; Huijie FAN ; Tiansheng ZHANG ; Liran WANG ; Lei XU ; Lixia YANG ; Yunfei SONG ; Cungen MA ; Chongyao HAO ; Zhi CHAI
Chinese Acupuncture & Moxibustion 2025;45(9):1290-1298
OBJECTIVE:
To observe the effects of electroacupuncture (EA) on improving motor function and regulating microglial activation based on Notch receptor 1 (Notch1)/Hes family bHLH transcription factor 1 (Hes1) pathway in mice with Parkinson's disease (PD).
METHODS:
Thirty-six male C57BL/6 mice were randomly divided into a control group, a model group and an EA group, 12 mice in each group. PD model was established by intraperitoneal injection of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) for 7 consecutive days in the model group and the EA group. From the 1st day of modeling, EA was applied at "Baihui" (GV20) and bilateral "Shenshu" (BL23) in the EA group, with continuous wave, in frequency of 2 Hz and current of 2 mA, 15 min a time, once a day for 14 days continuously. The behavioral performance was evaluated by gait test, pole climbing test and hanging test, the number of positive cells of tyrosine hydroxylase (TH) and the co-expression positive cells of Notch1/ionized calcium binding adaptor molecule 1 (Iba-1) in the substantia nigra of midbrain was assessed by immunofluorescence, the protein expression of TH, α-synuclein (α-syn), Notch1, Hes1, Iba-1, inducible nitric oxide synthase (iNOS), Arginase-1 (ARG1), tumor necrosis factor-α (TNF-α), interleukin (IL)-1β, IL-6 and IL-10 was detected by Western blot, the mRNA expression of Notch1 and Hes1 was detected by real-time PCR.
RESULTS:
Compared with the control group, in the model group, the stride frequency was accelerated (P<0.001) and the stride length was shortened (P<0.001) for the four limbs, the pole climbing test time was prolonged (P<0.01) and the grip level was reduced (P<0.01); in the substantia nigra of midbrain, the number of positive cells of TH was decreased (P<0.001), the number of co-expression positive cells of Notch1/Iba-1 was increased (P<0.001), the protein expression of α-syn, Notch1, Hes1, Iba-1, iNOS, TNF-α, IL-1βand IL-6 was increased (P<0.01, P<0.05, P<0.001), the protein expression of TH, ARG1 and IL-10 was decreased (P<0.01, P<0.001), the mRNA expression of Notch1 and Hes1 was increased (P<0.01). Compared with the model group, in the EA group, the stride frequency was decelerated (P<0.001) and the stride length was increased (P<0.05, P<0.01, P<0.001) for the four limbs, the pole climbing test time was shortened (P<0.05) and the grip level was increased (P<0.05); in the substantia nigra of midbrain, the number of positive cells of TH was increased (P<0.01), the number of co-expression positive cells of Notch1/Iba-1 was decreased (P<0.001), the protein expression of α-syn, Notch1, Hes1, Iba-1, iNOS, TNF-α, IL-6 and IL-1β was decreased (P<0.05, P<0.01), the protein expression of TH, ARG1 and IL-10 was increased (P<0.05, P<0.001, P<0.01), the mRNA expression of Notch1 and Hes1 was decreased (P<0.05).
CONCLUSION
EA can improve the behavioral performance and protect the dopaminergic neurons in PD mice, its mechanism may relate to the inhibition of Notch1/Hes1-mediated neuroinflammation, thus inhibiting the microglial activation.
Animals
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Electroacupuncture
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Microglia/metabolism*
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Male
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Receptor, Notch1/metabolism*
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Parkinson Disease/physiopathology*
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Transcription Factor HES-1/metabolism*
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Mice
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Mice, Inbred C57BL
;
Humans
;
Signal Transduction
3.Risk factors for slow-flow or no-reflow during percutaneous coronary intervention in patients with ST-segment elevation acute myocardial infarction:a meta-analysis
Yunfei ZHANG ; Wenjuan YAN ; Hongmei WEN ; Weichen CHEN ; Hongjuan ZHOU ; Qiong HAN ; Jiaoyang XU ; Yingfeng LI
Journal of Interventional Radiology 2025;34(3):243-252
Objective Using meta-analysis to identify the risk factors for slow-flow or no-reflow during percutaneous coronary intervention(PCI)in patients with ST-segment elevation acute myocardial infarction(AMI).Methods A computerized retrieval of academic papers concerning the risk factors for slow-flow or no-reflow during PCI in patients with ST-segment elevation AMI from the databases of CNKI,Wanfang Database,VIP,SinoMed,PubMed,Web of Science,Embase,and Cochrane Library was conducted.The retrieval time period was from the establishment of the database to January 2024.In order to ensure the accuracy and reliability of the study,two independent reviewers screened the literature according to the preset inclusion and exclusion criteria,extracted key data,and strictly evaluated the quality of the literature.RevMan5.4 software was used to make meta-analysis.Results A total of 23 articles with a total of 9 780 cases were included in this analysis.The results of meta-analysis showed that reperfusion time ≥6 h(OR=1.52),preoperative TIMI blood flow≤level-Ⅰ(OR=1.12),heavy thrombus burden(OR=1.60),advanced age(OR=1.56),diabetes(OR=1.83),preoperative Killip grade≥Ⅲ(OR=2.52),long target vessel disease(OR=1.95),and collateral flow≤level-Ⅰ(OR=1.61)were the risk factors for slow-flow or no-reflow during PCI in patients with ST-segment elevation AMI.Preoperative systolic blood pressure<90 mmHg(OR=1.17)and high white blood cell(WBC)count(OR=1.27)were not the risk factors for slow-flow or no-reflow during PCI in patients with ST-segment elevation AMI.Conclusion Reperfusion time ≥ 6 h,preoperative TIMI blood flow≤level-Ⅰ,heavy thrombus burden,advanced age,diabetes,preoperative Killip grade≥level-Ⅲ,long target vessel lesion,and collateral blood flow≤level-Ⅰ are the independent risk factors for slow-flow or no-reflow during PCI in patients with ST-segment elevation AMI.
4.Prrx1 promotes mesangial cell proliferation and kidney fibrosis through YAP in diabetic nephropathy.
Liu XU ; Jiasen SHI ; Huan LI ; Yunfei LIU ; Jingyi WANG ; Xizhi LI ; Dongxue REN ; Sijie LIU ; Heng WANG ; Yinfei LU ; Jinfang SONG ; Lei DU ; Qian LU ; Xiaoxing YIN
Journal of Pharmaceutical Analysis 2025;15(10):101247-101247
Mesangial cell proliferation is an early pathological indicator of diabetic nephropathy (DN). Growing evidence highlights the pivotal role of paired-related homeobox 1 (Prrx1), a key regulator of cellular proliferation and tissue differentiation, in various disease pathogenesis. Notably, Prrx1 is highly expressed in mesangial cells under DN conditions. Both in vitro and in vivo studies have demonstrated that Prrx1 overexpression promotes mesangial cell proliferation and contributes to renal fibrosis in db/m mice. Conversely, Prrx1 knockdown markedly suppresses hyperglycemia-induced mesangial cell proliferation and mitigates renal fibrosis in db/db mice. Mechanistically, Prrx1 directly interacts with the Yes-associated protein 1 (YAP) promoter, leading to the upregulation of YAP expression. This upregulation promotes mesangial cell proliferation and exacerbates renal fibrosis. These findings emphasize the crucial role of Prrx1 upregulation in high glucose-induced mesangial cell proliferation, ultimately leading to renal fibrosis in DN. Therefore, targeting Prrx1 to downregulate its expression presents a promising therapeutic strategy for treating renal fibrosis associated with DN.
5.Novel mutations of AMHR2 in two families with persistent Müllerian duct syndrome
Lixia WANG ; Xiaoyu LI ; Yaru XU ; Jingzi WANG ; Haobo ZHU ; Jun DONG ; Yunfei GUO ; Yongji DENG
Chinese Journal of Applied Clinical Pediatrics 2024;39(6):465-468
Persistent Müllerian duct syndrome(PMDS) is a rare disorder that arises from a lack of active anti-Müllerian hormone(AMH) or type Ⅱ AMH receptor(AMHR2) deficiency in males with a normal 46, XY chromosome karyotype.It presents that the external genitalia appears normally while the Müllerian duct structure(uterus, fallopian tubes, upper vagina) persists in the body.Common pathogenic factors are mutations in the AMH and AMHR2 genes, inherited in an autosomal recessive manner.This study reported two families with PMDS.The first patient was diagnosed with PMDS due to cryptorchidism in May 2019.Gene sequencing analysis revealed a new missense mutation(c.579G>T; p.W193C) and a splicing mutation(c.622-3C>A; splicing) in the AMHR2 gene.His father had the missense mutation(c.579G>T; p.W193C), and his mother had the splicing mutation(c.622-3C>A; splicing).The second patient was diagnosed with PMDS due to bilateral cryptorchidism, transverse testis ectopia in the right testicle in March 2023.Undegraded Müllerian tube derivatives were found between the two testicles, and serum AMH levels were very high(565.00 μg/L).Gene sequencing analysis reported that the AMHR2 gene had a new deletion mutation(c.835_837del; p.Leu279del).Both his father and mother had a deletion mutation(c.835_837del; p.Leu279del).This study reports two new AMHR2 gene mutations that expand the mutation sites of this rare disease.It is recommended to consider PMDS in the differential diagnosis of cryptorchidism, undergo surgery as early as possible, and treat Müllerian duct derivatives based on individual anatomical characteristics.
6.Relationship between physical activity and postoperative delirium in elderly patients undergoing knee or hip arthroplasty
Jian KONG ; Yunfei QIU ; Shanling XU ; Yuanlong WANG ; Shuhui HUA ; Yanan LIN ; Chuan LI ; Rui DONG ; Hongyan GONG ; Xu LIN ; Bin WANG ; Yanlin BI
Chinese Journal of Anesthesiology 2024;44(8):922-926
Objective:To evaluate the relationship between physical activity (PA) and postoperative delirium (POD) in elderly patients undergoing knee or hip arthroplasty.Methods:The study was conducted as part of the Perioperative Neurocognitive Impairment and Biomarkers Lifestyle Cohort, which was a nested case-control study. Medical records from elderly patients undergoing elective knee or hip arthroplasty under spinal-epidural anesthesia at Qingdao Municipal Hospital from August 2022 to August 2023 were collected. The patients were divided into a POD group ( n=89) and a non-POD group ( n=221) based on the occurrence of POD. Peripheral blood samples were collected before surgery, and the cerebrospinal fluid (CSF) 2 ml was extracted after successful puncture under spinal-epidural anesthesia for determination of the concentrations of amyloid-β 42 (Aβ 42), total tau protein (t-tau), and phosphorylated tau protein (p-tau) by enzyme-linked immunosorbent assay. Logistic regression was used to analyze the influencing factors of POD, and the mediation analysis was conducted to examine the mediating role of CSF biomarker in the relationship between PA and POD. Results:Logistic regression analysis showed that the increased concentration of CSF biomarkers Aβ 42 ( OR=0.997, P=0.006), elevated ratio of Aβ 42/t-tau ( OR=0.642, P=0.003), elevated ratio of Aβ 42/p-tau ratio ( OR=0.872, P=0.001) and PA ( OR=0.374, P=0.001) were protective factors for POD, while the elevated concentrations of t-tau ( OR=1.006, P=0.001) and p-tau ( OR=1.030, P=0.011) were risk factors for POD after adjusting for multi-confounders such as hypertension, diabetes, history of drinking, years of education and Mini-Mental State Examination score. The results of the mediation analysis showed that Aβ 42 (20%), t-tau (16%), Aβ 42/t-tau (23%) and Aβ 42/p-tau (28%) played mediating roles in the relationship between PA and POD. Conclusions:PA is a protective factor for POD in elderly patients undergoing knee or hip arthroplasty and CSF biomarkers may play a mediating role in the relationship between PA and POD.
7.Longitudinal evaluation of tissue prolapse after carotid stenting by optical coherence tomography
Xuan SHI ; Yunfei HAN ; Xiaohui XU ; Qingwen YANG ; Fang WANG ; Qin YIN ; Rui LIU ; Xinfeng LIU
Chinese Journal of Neurology 2024;57(8):848-858
Objective:To assess the prevalence and type of tissue prolapse (TP) occurring after endovascular treatment (ET), investigate the association between TP types and plaque morphological characteristics before ET, and observe in-stent neointimal hyperplasia (NIH) using optical coherence tomography (OCT).Methods:Patients who underwent carotid artery stenting and received pre- and post-ET OCT assessment at Jinling Hospital between July 2018 and December 2019 were collected. Baseline plaque characteristics and TP features were evaluated using OCT. The TPs were classified into two categories: smooth TP (STP) and irregular and/or high attenuated TP (I/HTP). The association between I/HTP and plaque characteristics was analyzed, while NIH feature was also summarized.Results:A total of 29 patients were included in the study, of whom 23 patients (79.3%) presented with TP. Among these 23 patients, 9 were classified as I/HTP and 14 were classified as STP. Compared with STP, I/HTP was more commonly observed in lipid-rich plaques (7/9 vs 2/14, P=0.007), and lesions with cap rupture (7/9 vs 4/14, P=0.036). Additionally, the longitudinal length of TP appeared to be longer in cases with I/HTP compared to those with STP [3.0 (1.5, 4.6) mm vs 1.1 (0.7, 3.2) mm, Z=1.294, P=0.201]. Six patients underwent OCT follow-up for a mean duration of 6.7 months, of whom 3 patients with I/HTP showed severe heterogeneous NIH (50.1%-61.8%), while 1 patient with STP and 2 patients without TP only demonstrated mild NIH. Conclusions:The study observed that I/HTP was commonly found in plaques with larger lipid core and/or cap rupture, and suggested a potential relationship between I/HTP and NIH. These preliminary findings obtained from a limited sample should be verified by prospective large-scale studies.
8.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.
9.Application of early staged pulmonary rehabilitation in lobectomy patients with severe lung cancer
Xia ZHAO ; Hua XU ; Lijing ZHOU ; Li WANG ; Kui ZHANG ; Juling XU ; Yunfei ZHANG ; Ling CHEN
Journal of Navy Medicine 2024;45(4):431-435
Objective To analyze the effects of early staged lung rehabilitation on lung function,cancer-related fatigue and physical activity of patients with severe lung cancer after lobectomy.Methods A total of 112 patients with severe lung cancer who underwent pulmonary lobectomy in the Affiliated Cancer Hospital of Xinjiang Medical University from June 2019 to May 2020 were selected as study objects.They were divided into control group and observation group in the order of enrollment,with 56 cases in each group.There was no significant difference in baseline information between the two groups(P>0.05).The control group was given routine rehabilitation nursing,and the observation group was additionally given early staged lung rehabilitation on the basis of routine rehabilitation nursing.A follow-up study was conducted for 18 months.Pulmonary function indexes,such as forced expiratory volume in one second(FEV1)and forced expiratory volume in one second/forced vital capacity(FEV1/FVC),the incidence of cancer-related fatigue,daily physical activity time,Self-rating Anxiety Scale(SAS)scores and Self-rating Depression Scale(SDS)scores were compared between the two groups before intervention 1,6 and 18 months after intervention.Results The incidence of cancer-related fatigue in the observation group was significantly lower than that in the control group(44.64%vs.64.29%,P=0.037).Repeated measurement analysis of variance showed that there were significant differences in the FEV1,FEV1/FVC,daily physical activity time,SAS scores,and SDS scores between intra-subject effect and inter-subject effect(P<0.05),suggesting that FEV1,FEV1/FVC,daily physical activity time,SAS scores,and SDS scores had a trend of change over time,and there were differences between groups.At 1,6 and 18 months after intervention,FEV1,FEV1/FVC and daily physical activity time in the observation group were significantly higher than those in the control group,while SAS scores and SDS scores in the observation group were significantly lower than those in the control group(P<0.05).Conclusion Early staged pulmonary rehabilitation on the basis of conventional rehabilitation nursing can improve the long-term pulmonary function and negative emotions,reduce the incidence of cancer-related fatigue,and increase physical activity in patients with severe lung cancer after lobectomy.
10.Screening for Characteristic Genes of Different Traditional Chinese Medicine Syndromes of Psoriasis Vulgaris:A Study Based on Bioinformatics and Machine Learning
Xuewei LIU ; Huangchao JIA ; Liyun WANG ; Ziwen WANG ; Mengyue XU ; Yunfei LI ; Ronghui WANG
Journal of Sichuan University (Medical Sciences) 2024;55(2):337-345
Objective To screen for the key characteristic genes of the psoriasis vulgaris(PV)patients with different Traditional Chinese Medicine(TCM)syndromes,including blood-heat syndrome(BHS),blood stasis syndrome(BSS),and blood-dryness syndrome(BDS),through bioinformatics and machine learning and to provide a scientific basis for the clinical diagnosis and treatment of PV of different TCM syndrome types.Methods The GSE192867 dataset was downloaded from Gene Expression Omnibus(GEO).The limma package was used to screen for the differentially expressed genes(DEGs)of PV,BHS,BSS,and BDS in PV patients and healthy populations.In addition,KEGG(Kyoto Encyclopedia of Genes and Genes)pathway enrichment analysis was performed.The DEGs associated with PV,BHS,BSS,and BDS were identified in the screening and were intersected separately to obtain differentially characterized genes.Out of two algorithms,the support vector machine(SVM)and random forest(RF),the one that produced the optimal performance was used to analyze the characteristic genes and the top 5 genes were identified as the key characteristic genes.The receiver operating characteristic(ROC)curves of the key characteristic genes were plotted by using the pROC package,the area under curve(AUC)was calculated,and the diagnostic performance was evaluated,accordingly.Results The numbers of DEGs associated with PV,BHS,BSS,and BDS were 7 699,7 291,7 654,and 6 578,respectively.KEGG enrichment analysis was focused on Janus kinase(JAK)/signal transducer and activator of transcription(STAT),cyclic adenosine monophosphate(cAMP),mitogen-activated protein kinase(MAPK),apoptosis,and other pathways.A total of 13 key characteristic genes were identified in the screening by machine learning.Among the 13 key characteristic genes,malectin(MLEC),TUB like protein 3(TULP3),SET domain containing 9(SETD9),nuclear envelope integral membrane protein 2(NEMP2),and BTG anti-proliferation factor 3(BTG3)were the key characteristic genes of BHS;phosphatase 15(DUSP15),C1q and tumor necrosis factor related protein 7(C1QTNF7),solute carrier family 12 member 5(SLC12A5),tripartite motif containing 63(TRIM63),and ubiquitin associated protein 1 like(UBAP1L)were the key characteristic genes of BSS;recombinant mouse protein(RRNAD1),GTPase-activating protein ASAP3 Protein(ASAP3),and human myomesin 2(MYOM2)were the key characteristic genes of BDS.Moreover,all of them showed high diagnostic efficacy.Conclusion There are significant differences in the characteristic genes of different PV syndromes and they may be potential biomarkers for diagnosing TCM syndromes of PV.

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