1.Serum proteomics and machine learning unveil new diagnostic biomarkers for tuberculosis in adolescents and young adults.
Yu CHEN ; Hongxiang XU ; Yao TIAN ; Qian HE ; Xiaoyun ZHAO ; Guobin ZHANG ; Jianping XIE
Chinese Journal of Biotechnology 2025;41(4):1478-1489
Adolescents and young adults (AYAs) are one of the major populations susceptible to tuberculosis. However, little is known about the unique characteristics and diagnostic biomarkers of tuberculosis in this population. In this study, 81 AYAs were recruited, and the high-quality serum proteome of the AYAs with tuberculosis was profiled by quantitative proteomics. The data of serum proteomics indicated that the relative abundance of hemoglobin and apolipoprotein was significantly reduced in the patients with active tuberculosis (ATB). The pathway enrichment analysis showed that the downregulated proteins in the ATB group were mainly involved in the antioxidant and cell detoxification pathways, indicating extensive oxidative stress damage. Random forest (RF) and extreme gradient boosting (XGBoost) were employed to evaluate protein importance, which yielded a set of candidate proteins that can distinguish between ATB and non-ATB. The analysis with the support vector machine algorithm (recursive feature elimination) suggested that the combination of apolipoprotein A-I (APOA1), hemoglobin subunit beta (HBB), and hemoglobin subunit alpha-1 (HBA1) had the highest accuracy and sensitivity in diagnosing ATB. Meanwhile, the levels of hemoglobin (HGB) and albumin (ALB) can be used as blood biochemical indicators to evaluate changes in the protein levels of APOA1 and HBB. This study established the serum proteome landscape of AYAs with tuberculosis and identified new biomarkers for the diagnosis of tuberculosis in this population.
Humans
;
Proteomics/methods*
;
Biomarkers/blood*
;
Adolescent
;
Young Adult
;
Apolipoprotein A-I/blood*
;
Machine Learning
;
Tuberculosis/blood*
;
Proteome/analysis*
;
Male
;
Hemoglobins/analysis*
;
Female
;
Blood Proteins/analysis*
;
Adult
2.Sinapine alleviates lung tissue inflammation and mucus hypersecretion in asthmatic mice by inhibiting Notch2/Notch3-Hes1 signal pathway
Hongmei Tang ; Xiaoyun Wang ; Jian Wang ; Yun Zhang ; Zhibin Wang ; Xiefang Yuan ; Xing Wang ; Guofeng Xu ; Gang Qin ; Yuejiao Li
Acta Universitatis Medicinalis Anhui 2025;60(2):286-292
Objective :
To investigate the effects of sinapine on lung tissue inflammation and mucus hypersecretion in asthmatic mice.
Methods:
Eight-week-old female C57BL/6J mice were randomly divided into Control group, ovalbumin(OVA) group, Sinapine group, and Sinapine+OVA group. The asthmatic mice model were established by intraperitoneal injection of OVA combined with aluminum hydroxide [Al(OH)3] suspension and OVA nasal stimulation. One hour before OVA nasal stimulation, the mice in Sinapine+OVA group and Sinapine group were intraperitoneally injected with sinapine solution, and the mice in OVA group and Control group were treated with the same dose of 0.9% sodium chloride solution. 24 hours after the last OVA stimulation, the inflammation of lung tissue of mice were observed by HE staining; the mucus secretion were evaluated by PAS staining; the mRNA expression levels of Interleukin-4(IL-4), Interleukin-5(IL-5), Interleukin-13(IL-13), tumor necrosis factor-alpha(TNF-α), Mucin 5ac(Muc5ac), and the mRNA of the key genes of Notch pathway such as Notch receptor 1(Notch1), Notch receptor 2(Notch2), Notch receptor 3(Notch3), and hes family bHLH transcription factor 1(Hes1) in lung tissues were detected by real-time fluorescent quantitative PCR(RT-qPCR); the expression levels of Notch1, Notch2, Notch3 and Hes1 proteins were determined by Western blot.
Results :
Compared with Control group, the inflammation score and PAS score of lung tissues of mice in OVA group increased(P<0.001); the mRNA expression levels of IL-4, IL-5, IL-13, TNF-α, and Muc5ac of mice in OVA group were enhanced(P<0.05); the mRNA and protein expression levels of Notch2, Notch3, and Hes1 of mice in OVA group significantly increased(P<0.001), while there was no significant difference in the mRNA and protein expression levels of Notch1. Compared with OVA group, the inflammation score and PAS score of lung tissues of mice in Sinapine+OVA group decreased(P<0.001); the mRNA expression levels of IL-4, IL-5, IL-13, TNF-α, and Muc5ac of mice in Sinapine+OVA group were reduced(P<0.05); the mRNA and protein expression levels of Notch2, Notch3, and Hes1 of mice in Sinapine+OVA group were downregulated(P<0.05), while there was no significant difference in the mRNA and protein expression levels of Notch1.
Conclusion
Sinapine can alleviate the lung tissue inflammation and mucus hypersecretion in asthmatic mice, and its mechanism may be related to the inhibition of Notch2/Notch3-Hes1 signal pathway.
3.Expert consensus on prognostic evaluation of cochlear implantation in hereditary hearing loss.
Xinyu SHI ; Xianbao CAO ; Renjie CHAI ; Suijun CHEN ; Juan FENG ; Ningyu FENG ; Xia GAO ; Lulu GUO ; Yuhe LIU ; Ling LU ; Lingyun MEI ; Xiaoyun QIAN ; Dongdong REN ; Haibo SHI ; Duoduo TAO ; Qin WANG ; Zhaoyan WANG ; Shuo WANG ; Wei WANG ; Ming XIA ; Hao XIONG ; Baicheng XU ; Kai XU ; Lei XU ; Hua YANG ; Jun YANG ; Pingli YANG ; Wei YUAN ; Dingjun ZHA ; Chunming ZHANG ; Hongzheng ZHANG ; Juan ZHANG ; Tianhong ZHANG ; Wenqi ZUO ; Wenyan LI ; Yongyi YUAN ; Jie ZHANG ; Yu ZHAO ; Fang ZHENG ; Yu SUN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(9):798-808
Hearing loss is the most prevalent disabling disease. Cochlear implantation(CI) serves as the primary intervention for severe to profound hearing loss. This consensus systematically explores the value of genetic diagnosis in the pre-operative assessment and efficacy prognosis for CI. Drawing upon domestic and international research and clinical experience, it proposes an evidence-based medicine three-tiered prognostic classification system(Favorable, Marginal, Poor). The consensus focuses on common hereditary non-syndromic hearing loss(such as that caused by mutations in genes like GJB2, SLC26A4, OTOF, LOXHD1) and syndromic hereditary hearing loss(such as Jervell & Lange-Nielsen syndrome and Waardenburg syndrome), which are closely associated with congenital hearing loss, analyzing the impact of their pathological mechanisms on CI outcomes. The consensus provides recommendations based on multiple round of expert discussion and voting. It emphasizes that genetic diagnosis can optimize patient selection, predict prognosis, guide post-operative rehabilitation, offer stratified management strategies for patients with different genotypes, and advance the application of precision medicine in the field of CI.
Humans
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Cochlear Implantation
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Prognosis
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Hearing Loss/surgery*
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Consensus
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Connexin 26
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Mutation
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Sulfate Transporters
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Connexins/genetics*
4.Prediction of Pharmacoresistance in Drug-Naïve Temporal Lobe Epilepsy Using Ictal EEGs Based on Convolutional Neural Network.
Yiwei GONG ; Zheng ZHANG ; Yuanzhi YANG ; Shuo ZHANG ; Ruifeng ZHENG ; Xin LI ; Xiaoyun QIU ; Yang ZHENG ; Shuang WANG ; Wenyu LIU ; Fan FEI ; Heming CHENG ; Yi WANG ; Dong ZHOU ; Kejie HUANG ; Zhong CHEN ; Cenglin XU
Neuroscience Bulletin 2025;41(5):790-804
Approximately 30%-40% of epilepsy patients do not respond well to adequate anti-seizure medications (ASMs), a condition known as pharmacoresistant epilepsy. The management of pharmacoresistant epilepsy remains an intractable issue in the clinic. Its early prediction is important for prevention and diagnosis. However, it still lacks effective predictors and approaches. Here, a classical model of pharmacoresistant temporal lobe epilepsy (TLE) was established to screen pharmacoresistant and pharmaco-responsive individuals by applying phenytoin to amygdaloid-kindled rats. Ictal electroencephalograms (EEGs) recorded before phenytoin treatment were analyzed. Based on ictal EEGs from pharmacoresistant and pharmaco-responsive rats, a convolutional neural network predictive model was constructed to predict pharmacoresistance, and achieved 78% prediction accuracy. We further found the ictal EEGs from pharmacoresistant rats have a lower gamma-band power, which was verified in seizure EEGs from pharmacoresistant TLE patients. Prospectively, therapies targeting the subiculum in those predicted as "pharmacoresistant" individual rats significantly reduced the subsequent occurrence of pharmacoresistance. These results demonstrate a new methodology to predict whether TLE individuals become resistant to ASMs in a classic pharmacoresistant TLE model. This may be of translational importance for the precise management of pharmacoresistant TLE.
Epilepsy, Temporal Lobe/diagnosis*
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Animals
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Drug Resistant Epilepsy/drug therapy*
;
Electroencephalography/methods*
;
Rats
;
Anticonvulsants/pharmacology*
;
Neural Networks, Computer
;
Male
;
Humans
;
Phenytoin/pharmacology*
;
Adult
;
Disease Models, Animal
;
Female
;
Rats, Sprague-Dawley
;
Young Adult
;
Convolutional Neural Networks
5.TACE combined with CBCT-guided MWA simultaneous treatment for small hepatocellular carcinoma:analysis of clinical efficacy and safety
Bin YU ; Yu YIN ; Jun YANG ; Pengchen TIAN ; Lin XU ; Jia'an DING ; Xiaoyun MIAO ; Caifang NI
Journal of Interventional Radiology 2025;34(12):1321-1327
Objective To investigate the clinical efficacy and safety of simultaneous treatment of small hepatocellular carcinoma(HCC)with transarterial chemoembolization(TACE)combined with cone-beam computed tomography-guided(CBCT-guided)microwave ablation(MWA).Methods The clinical data of 69 patients with small HCC(72 lesions in total),who underwent TACE combined with CBCT-guided MWA simultaneous treatment from March 2018 to December 2022 at First Affiliated Hospital of Soochow University hospital,were retrospectively analyzed.Follow-up check was performed at 1,3,6,and 12 months after treatment.The mRECIST criteria was used to evaluate the tumor response.The objective response rate(ORR),disease control rate(DCR),progression-free survival(PFS),local tumor progression(LTP),and adverse reactions were analyzed.Results The initial complete remission(CR)rate,ORR and DCR of TACE combined with CBCT-guided MWA simultaneous treatment for small HCC was 94.2%(65/69),100%and 100%respectively.44.9%(31/69)of patients experienced tumor progression,and 20.3%(14/69)of patients experienced local tumor progression.Univariate and multivariate analyses showed that the maximum tumor diameter(≥2 cm and<3 cm)was the main risk factor for PFS(HR=4.498,P<0.001).No serious adverse events occurred during the study.Conclusion TACE combined with CBCT-guided MWA simultaneous treatment for small HCC is clinically effect and safe,and this therapy is particularly suitable for the treatment of lesions where the use of traditional image-guided methods is limited.
6.Liquiritin improves macrophage degradation of engulfed tumour cells by promoting the formation of phagolysosomes via NOX2/gp91phox.
Caiyi YANG ; Kehan CHEN ; Yunliang CHEN ; Xuting XIE ; Pengcheng LI ; Meng ZHAO ; Junjie LIANG ; Xueqian XIE ; Xiaoyun CHEN ; Yanping CAI ; Bo XU ; Qing WANG ; Lian ZHOU ; Xia LUO
Journal of Pharmaceutical Analysis 2025;15(5):101093-101093
The incomplete degradation of tumour cells by macrophages (Mϕ) is a contributing factor to tumour progression and metastasis, and the degradation function of Mϕ is mediated through phagosomes and lysosomes. In our preliminary experiments, we found that overactivation of NADPH oxidase 2 (NOX2) reduced the ability of Mϕ to degrade engulfed tumour cells. Above this, we screened out liquiritin from Glycyrrhiza uralensis Fisch, which can significantly inhibit NOX2 activity and inhibit tumours, to elucidate that suppressing NOX2 can enhance the ability of Mϕ to degrade tumour cells. We found that the tumour environment could activate the NOX2 activity in Mϕ phagosomes, causing Mϕ to produce excessive reactive oxygen species (ROS), thus prohibiting the formation of phagolysosomes before degradation. Conversely, inhibiting NOX2 in Mϕ by liquiritin can reduce ROS and promote phagosome-lysosome fusion, therefore improving the enzymatic degradation of tumour cells after phagocytosis, and subsequently promote T cell activity by presenting antigens. We further confirmed that liquiritin down-regulated the expression of the NOX2 specific membrane component protein gp91 phox, blocking its binding to the NOX2 cytoplasmic component proteins p67 phox and p47 phox, thereby inhibiting the activity of NOX2. This study elucidates the specific mechanism by which Mϕ cannot degrade tumour cells after phagocytosis, and indicates that liquiritin can promote the ability of Mϕ to degrade tumour cells by suppressing NOX2.
7.Changes of CD4+T/CD8+T ratio in children with mycoplasma pneumoniae pneumonia at different ages and its outcome prediction
Shoujin WEI ; Chen LI ; Xiaoyun FAN ; Dan ZHU ; Peng XU ; Wutian ZHENG
Chinese Journal of Immunology 2025;41(9):2243-2250
Objective:To investigate changes of CD4+T/CD8+T ratio in children with mycoplasma pneumoniae pneumonia(MPP)at different ages and to predict outcome.Methods:A total of 150 children aged 1~12 with MPP admitted to The Second People's Hospital of Hefei from March 2021 to September 2023 were selected as study group,and were divided into improved group(n=112)and deteriorated group(n=38)according to clinical outcomes after treatment.According to age,patients were divided into in-fant group(≤3 years old)38 cases,preschool group(4~6 years old)57 cases,school age group(>6 years old)55 cases.General information,biochemical test indicators and other related data were collected,CD4+T/CD8+T was calculated,and statistical analysis was performed by SPSS23.0 software.Through univariate and multifactor Logistics regression analysis,changes of CD4+T/CD8+T and other indicators in MPP children of different ages were compared,and independent factors affecting outcome of MPP children were screened.ROC curve was used to analyze efficacy of selected independent influencing factors in predicting outcome of MPP children of different ages.Log-binomial model was used to analyze risk effect of age on CD4+T/CD8+T and different outcomes in MPP children.Dose-response relationship between CD4+T/CD8+T and risk of disease progression in MPP children was analyzed by Logistic regression model combined with restricted cubic spline(RCS)model.P<0.05 was statistically significant.Results:CRP,IgA,IgG,IgM and CD8+T were the highest in infant group,followed by preschool group,the lowest in school-age group(P<0.05),CD4+T and CD4+T/CD8+T were the lowest in infant group,followed by preschool group,and the highest in school-age group(P<0.05).MPP children with≤3 years old accounted for the lowest proportion of improvement(18.76%)and the worst improvement,followed by MPP children with 4~6 years old,MPP children with>6 years old accounted for the highest proportion of improvement(43.75%),and the best im-provement(P<0.001).Improvement of children with disease course≤7 days was significantly better than disease course>7 days(P<0.001).CRP,DD,ESR,LDH,IgA,IgG,IgM and CD8+T levels in children with MPP deterioration were significantly higher than children with MPP improvement(P<0.001),and CD4+T and CD4+T/CD8+T levels were significantly lower than children with MPP im-provement(P<0.001).Multi-factor Logistics regression analysis showed that age,IgA,IgG,IgM and CD4+T/CD8+T were independent influencing factors for outcome of MPP children(P<0.05).ROC curve analysis showed that when cut-off value was 1.50,AUC of CD4+T/CD8+T to predict outcome of MPP children was 0.86(95%CI:0.75~0.94),sensitivity and specificity were 83.76%and 84.60%,respectively.Log-binomial model showed that MPP children with CD4+T/CD8+T≤1.50%had the highest risk of worsening out-come.Risk scores before and after adjustment were 2.05(1.41~3.75),2.07(1.46~3.88)and 2.14(1.50~4.02)times of those in im-provement group.School-age children with CD4+T/CD8+T>1.50%had the lowest risk of worsening,and risk before and after adjust-ment was 1.07(1.00~1.87),1.13(1.04~1.98),1.18(1.07~2.01)times higher than improved group.RCS model analysis of relation-ship between CD4+T/CD8+T and different outcomes in MPP children showed that regardless of whether confounders were adjusted,CD4+T/CD8+T was negatively correlated with outcome of MPP children.Conclusion:CD4+T/CD8+T in MPP children of different ages is significantly different.CD4+T/CD8+T is the lowest in infant group,followed by preschool group,and the highest in school-age group.CD4+T/CD8+T in children with worsening MPP is significantly lower than improved MPP,and CD4+T/CD8+T is negatively correlated with outcome of MPP children,which has certain value in predicting outcome of MPP children.
8.Construction of CRMP1 lentiviral interference plasmid and its effect on expression of NLRP3 inflammasome protein in SH-SY5Y cells
Songhao WANG ; Kun QIN ; Yu HAN ; Weiwei ZHANG ; Shaoye XU ; Xiaoyun SHAO
Chinese Journal of Immunology 2025;41(2):433-438
Objective:To construct a lentiviral interference plasmid targeting collapse response regulatory protein 1(CRMP1)gene,to establish a human neuroblastoma cell line(SH-SY5Y)with stable CRMP1 knockdown,and to investigate its impact on expression of NLRP3 inflammasome protein.Methods:Double-stranded shRNA was designed and synthesized targeting h-CRMP1 mRNA sequence,and cloned into PLKO.1 vector.Recombinant shCRMP1 plasmids were constructed correctly,which was transfected into HEK-293T cells for lentiviral packaging.Obtained lentivirus supernatant was concentrated and then infected into SH-SY5Y cells.The interference effect of shCRMP1 plasmid and protein expressions of NLRP3 inflammasome components in SH-SY5Y cells were detected by Western blot.Results:DNA sequencing results showed that insertion sequences of recombinant interference plasmids pLKO.1-shCRMP1 were consistent with designed sequences,which confirmed successful construction of shCRMP1 lentivirus interfering plasmids and transfected into HEK-293T cells for lentivirus packaging,and protein level of CRMP1 in HEK-293T cells were decreased.SH-SY5Y cells were infected with lentivirus concentrate obtained from packaging and screened with puromycin.Western blot results showed that shCRMP1 recombinant lentiviral plasmids could significantly down-regulate CRMP1 protein expression in SH-SY5Y cells.It was also found that in SH-SY5Y cell line with stable CRMP1 knockdown,inhibition of CRMP1 expression could effectively inhibit NLRP3 inflammasome activation under MPP+induction.Conclusion:pLKO.1-shCRMP1 lentiviral interfering plas-mids have been successfully constructed,and interference with CRMP1 can inhibit activation of NLRP3 inflammasome in MPP+-in-duced SH-SY5Y cells.This study provides guidance for further research on mechanism of CRMP1 in neurodegenerative diseases such as Parkinson's disease.
9.Liquiritin improves macrophage degradation of engulfed tumour cells by promoting the formation of phagolysosomes via NOX2/gp91phox
Caiyi YANG ; Kehan CHEN ; Yunliang CHEN ; Xuting XIE ; Pengcheng LI ; Meng ZHAO ; Junjie LIANG ; Xueqian XIE ; Xiaoyun CHEN ; Yanping CAI ; Bo XU ; Qing WANG ; Lian ZHOU ; Xia LUO
Journal of Pharmaceutical Analysis 2025;15(5):1016-1032
The incomplete degradation of tumour cells by macrophages(Mφ)is a contributing factor to tumour progression and metastasis,and the degradation function of Mφ is mediated through phagosomes and lysosomes.In our preliminary experiments,we found that overactivation of NADPH oxidase 2(NOX2)reduced the ability of Mφ to degrade engulfed tumour cells.Above this,we screened out liquiritin from Glycyrrhiza uralensis Fisch,which can significantly inhibit NOX2 activity and inhibit tumours,to elucidate that suppressing NOX2 can enhance the ability of Mφ to degrade tumour cells.We found that the tumour environment could activate the NOX2 activity in Mφ phagosomes,causing Mφ to produce excessive reactive oxygen species(ROS),thus prohibiting the formation of phagolysosomes before degradation.Conversely,inhibiting NOX2 in Mφ by liquiritin can reduce ROS and promote phagosome-lysosome fusion,therefore improving the enzymatic degradation of tumour cells after phagocytosis,and subse-quently promote T cell activity by presenting antigens.We further confirmed that liquiritin down-regulated the expression of the NOX2 specific membrane component protein gp91 phox,blocking its binding to the NOX2 cytoplasmic component proteins p67 phox and p47 phox,thereby inhibiting the activity of NOX2.This study elucidates the specific mechanism by which Mφ cannot degrade tumour cells after phagocytosis,and indicates that liquiritin can promote the ability of Mφ to degrade tumour cells by suppressing NOX2.
10.Effects of relaxation training combined with basic psychological intervention on attention deficit factor scores in children with attention deficit hyperactivity disorder
Hongning XU ; Linyang LU ; Xiaoyun CHEN ; Hongxia KAI ; Yi WANG ; Qidong ZHU ; Yuanyuan HUANG
Basic & Clinical Medicine 2025;45(4):522-526
Objective To evaluate the effect of relaxation training combined with basic psychological intervention on attention deficit factor score in children with attention deficit hyperactivity disorder.Methods A total of 320 children with attention deficit hyperactivity disorder were enrolled in Anhui Children's Hospital affiliated to Anhui Medical University from April 2022 to April 2024.The children were divided into 2 groups by random number table method with 160 cases in each.The control group received basic psychological intervention and the observation group received relaxation training combined with psychological intervention.Attention deficit factor score,hyperac-tivity factor score,oppositional defiant factor score,Weiss Functional Deficit Scale(parent version)score and satis-faction were compared between the two groups.Results The Pittsburgh Sleep Quality Index(PSQI)score of the observation group was higher(17.35±1.42)than that of the control group(P<0.05).The scores of Attention Defi-cit Hyperactivity Disorder Rating Scale-Parent Version(SNAP-Ⅳ)in observation group were lower than those in control group(P<0.05),including attention deficit factor(14.25±1.58),hyperactivity factor(12.01±1.33)and oppositional defiant factor(9.79±1.27).There was no difference in Weiss functional deficit Scale(parent version)between the two groups before intervention,and Weiss functional deficit scale(parent version)score of the obser-vation group was higher than that of the control group after intervention(P<0.05).The satisfaction of observation group was higher than that of control group(P<0.05).Conclusions The effect of relaxation training combined with psychological intervention is obvious in children with attention deficit hyperactivity disorder,and the symptoms of attention deficit are significantly improved.


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