1.Ferrostatin-1 prevents transfusion-related acute lung injury in mice by inhibiting ferroptosis
Siwei LIU ; Ling XIAO ; Haixia XU ; Jiale CHENG ; Li TIAN ; Zhong LIU
Chinese Journal of Blood Transfusion 2025;38(8):1008-1015
Objective: To investigate the role of ferroptosis in transfusion-related acute lung injury (TRALI) and evaluate the efficacy of the specific inhibitor Ferrostatin-1 (Fer-1), thereby to provide a basis for the prevention and treatment of TRALI. Methods: This study utilized a ”2-hit” model to induce TRALI in mice. The mouse model of TRALI was validated through survival curve analysis, lung tissue wet/dry weight ratio (W/D), myeloperoxidase (MPO) activity, and total protein concentration in lung tissue. Samples from the TRALI model group, LPS group, and control group (n=6) were collected. The occurrence of ferroptosis in TRALI was confirmed by measuring key ferroptosis indicators, including iron concentration in lung tissue, malondialdehyde (MDA) level, lipid peroxidation products (LPO) level, and expression levels of related proteins (GPX4, ACSL4). Additionally, a Fer-1 intervention group was added to evaluate its preventive and therapeutic effects. The survival rates and clinical symptoms of the four groups (n=6) were dynamically monitored, and the degrees of lung injury were assessed. Ferroptosis-related indicators were also measured to elucidate the protective mechanism of Fer-1. Results: A mouse model of TRALI was successfully established. Compared to the control and LPS groups, the TRALI group showed significantly higher levels of ferrous iron [(18.32±1.11) nmol/well, MDA [(14.68±0.96) μmol/L], and LPO [(1.60±0.02) μmol/L] in lung tissue (all P<0.01), along with a downregulation of GPX4 and an upregulation of ACSL4. Fer-1 pretreatment significantly reversed these abnormalities: the W/D ratio decreased to 4.01±0.43, and MPO activity significantly decreased [Fer-1 group: (21 606±4 235) pg/mL vs TRALI group: (30 724±2 616) pg/mL], the total protein concentration in lung tissue of the Fer-1 group decreased by approximately 40.8% compared to the TRALI group (all P<0.01). These changes indicate that the lung injury in mice was alleviated after treatment. Following Fer-1 intervention, ferrous iron concentration [(7.46±1.83) nmol/well] was restored to a level close to that of the control group [(5.48±0.70) nmol/well]. Lipid peroxidation tests further revealed that Fer-1 intervention reduced MDA and LPO levels by 35.8% and 29.4%, respectively (P<0.001). Additionally, the expression levels of GPX4 and ACSL4 proteins returned to near-normal levels in the treated mice (both P>0.05). Conclusion: The progression of TRALI is closely related to the activation of ferroptosis, characterized by iron overload, lipid peroxidation accumulation, and the imbalance of GPX4/ACSL4. Ferrostatin-1 significantly alleviates pulmonary edema and inflammatory damage by inhibiting the ferroptosis pathway, suggesting that targeting ferroptosis may provide a new therapeutic strategy for TRALI.
2.Study on Compatibility and Efficacy of Blood-activating Herb Pairs Based on Graph Convolution Network
Jingai WANG ; Qikai NIU ; Wenjing ZONG ; Ziling ZENG ; Siwei TIAN ; Siqi ZHANG ; Yuwen ZHAO ; Huamin ZHANG ; Bingjie HUO ; Bing LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(8):228-234
ObjectiveThis study aims to develop a prediction model for the compatibility of Chinese medicinal pairs based on Graph Convolutional Networks (GCN), named HC-GCN. The model integrates the properties of herbs with modern pharmacological mechanisms to predict pairs with specific therapeutic effects. It serves as a demonstration by applying the model to predict and validate the efficacy of blood-activating herb pairs. MethodsThe training dataset for herb pair prediction was constructed by systematically collecting commonly used herb pairs along with their characteristic data, including Qi, flavor, meridian tropism, and target genes. Integrating traditional characteristics of herb with modern bioinformatics, we developed an efficacy-oriented herb pair compatibility prediction model (HC-GCN) using graph convolutional networks (GCN). This model leverages machine learning to capture the complex relationships in herb pair compatibility, weighted by efficacy features. The performance of the HC-GCN model was evaluated using accuracy (ACC), recall, precision, F1 score (F1), and area under the ROC curve (AUC). Its predictive effectiveness was then compared to five other machine learning models: eXtreme Gradient Boosting (XGBoost), logistic regression (LR), Naive Bayes, K-nearest neighbor (KNN), and support vector machine (SVM). ResultsUsing herb pairs with blood-activating effects as a demonstration, a prediction model was constructed based on a foundational dataset of 46 blood-activating herb pairs, incorporating their Qi, flavor, meridian tropism, and target gene characteristics. The HC-GCN model outperforms other commonly used machine learning models in key performance metrics, including ACC, recall, precision, F1 score, and AUC. Through the predictive analysis of the HC-GCN model, 60 herb pairs with blood-activating effects were successfully identified. Among of these potential herb pairs, 44 include at least one herb with blood-activating effects. ConclusionIn this study, we established an efficacy-oriented compatibility prediction model for herb pairs based on GCN by integrating the unique characteristics of traditional herbs with modern pharmacological mechanisms. This model demonstrated high predictive performance, offering a novel approach for the intelligent screening and optimization of traditional Chinese medicine prescriptions, as well as their clinical applications.
3.Study on the Medication Law of Amenorrhea in Southwest China Based on Hypergraph
Siwei TIAN ; Wei ZHANG ; Bing LI ; Weijie LI ; Jing'ai WANG ; Jialun WANG ; Huamin ZHANG ; Ziling ZENG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):55-61
Objective To explore the compatibility law of amenorrhea and commonly used local herbs in southwest China using hypergraph;To provide drug choice for the clinical treatment of modern TCM amenorrhea and promote the development and utilization of local Chinese materia medica resources.Methods In this study,the data of prescriptions for the treatment of amenorrhea in Southwest China were used as the data source.By constructing formulas related to amenorrhea-hypergraph(AFR-HG),the topological structure of AFR-HG was analyzed,and the core subnet was extracted according to the node weighted hypercentrality.Based on the sub-network AFR-HG-p1 extracted from the top 20 kinds of Chinese materia medica in AFR-HG,the Kumar algorithm was used to divide the efficacy community network.Results A total of 123 amenorrhea prescriptions were included in this study.Angelicae Sinensis Radix,Carthami Flos,Cyperi Rhizoma,Chuanxiong Rhizoma and other drugs with the efficacy of promoting blood circulation and removing blood stasis,soothing liver and regulating qi,and warming and tonifying were the main drugs with high frequency.Three layers of core subnets were extracted layer by layer through weighted hyper-centrality sorting.The first layer contained Angelicae Sinensis Radix,Chuanxiong Rhizoma,Hyperici Sampsonii Herba,etc.;the second layer of drugs were mainly Lycopi Herba,Rubiae Radix et Rhizoma,Bombycis Feculae,etc.;the third layer of drugs were mainly Ginseng Radix et Rhizoma Rubra,Moutan Cortex,Sargentodoxae Caulis and other drugs;based on the top 20 node overdose drugs,community drugs were obtained through community detection:the first community subnet was Armeniacae Semen Amarum,Draconis Sanguis,Corydalis Rhizoma,etc.,the second community subnet was Rubiae Radix et Rhizoma,Rosae Chinensis Flos,Hyperici Sampsonii Herba,etc.,and the third community subnet was Akebiae Caulis,Homalomenae Rhizoma,Bombycis Feculae,etc.Conclusion In prescriptions of amenorrhea in Southwest China,the treatment principles are basically consistent with modern clinical practice.In addition to commonly used drugs,local herbal medicines and similar medicines are also common.It is of great value to explore the rules of prescriptions for the development and utilization of Chinese materia medica resources.
4.Effect of polymyxin B combined with novel β-lactam/β-lactamase inhibitor combinations on biofilms of polymyxin B-resistant bacteria
Miaomei TIAN ; Siwei GUO ; Bingqian YAN ; Rong JIANG ; Bing XU ; Xin LI
Chinese Journal of Infection Control 2025;24(1):58-66
Objective To explore the activity and mechanism of polymyxin B combined with novel β-lactam/β-lac-tamase inhibitor combinations on biofilm of polymyxin B-resistant Pseudomonas aeruginosa and Klebsiella pneumo-niae.Methods The minimum inhibitory concentration(MIC),minimum biofilm inhibitory concentration(MBIC),and minimum biofilm eradication concentration(MBEC)of all antimicrobial agents were determined by micro-broth dilution method and MBECTM assay.The crystal violet staining method was adopted to evaluate the effect of poly-myxin B combined with cefepime/avibactam,ceftazidime/avibactam,meropenem/avibactam,aztreonam/avibactam,meropenem/vaborbactam,and imipenem/relebactam at sub-MIC doses on inhibition of biofilm formation and eradi-cation of mature biofilm.The best combination scheme for anti-biofilm activity was screened out,and anti-biofilm mechanism of this combination scheme was preliminarily explored with phenol-sulfuric acid method,bacterial motili-ty test,and quorum sensing inhibition test.Results The MBIC and MBEC of all antimicrobial agents were higher than MIC.The combination regimen based on polymyxin B could inhibit the formation of biofilms and eradicate ma-ture biofilm in Pseudomonas aeruginosa and Klebsiella pneumoniae.The combination of polymyxin B with cefepime/avibactam had the highest inhibition and eradication rates,ranging 67.99%-90.16%and 58.26%-63.86%,respectively.The combination of polymyxin B and cefepime/avibactam could inhibit the extracellular poly-saccharides of Klebsiella pneumoniae,with inhibition rates of 34.04%-61.10%,this combination could also re-duce the swimming and twitching motility diameters of bacteria.Cefepime/avibactam monotherapy on quorum sen-sing signaling molecules presented concentration dependent inhibitory effect,and when combined with polymyxin B,the inhibitory effect was consistent with that of monotherapy.Conclusion Polymyxin B and cefepime/avibactam may be potential scheme for clinical treatment for severe biofilm-associated infection caused by polymyxin B-resistant strains,and their mechanisms may be related to the inhibition of bacterial extracellular polysaccharides and motility.
5.Study on the Medication Law of Amenorrhea in Southwest China Based on Hypergraph
Siwei TIAN ; Wei ZHANG ; Bing LI ; Weijie LI ; Jing'ai WANG ; Jialun WANG ; Huamin ZHANG ; Ziling ZENG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(5):55-61
Objective To explore the compatibility law of amenorrhea and commonly used local herbs in southwest China using hypergraph;To provide drug choice for the clinical treatment of modern TCM amenorrhea and promote the development and utilization of local Chinese materia medica resources.Methods In this study,the data of prescriptions for the treatment of amenorrhea in Southwest China were used as the data source.By constructing formulas related to amenorrhea-hypergraph(AFR-HG),the topological structure of AFR-HG was analyzed,and the core subnet was extracted according to the node weighted hypercentrality.Based on the sub-network AFR-HG-p1 extracted from the top 20 kinds of Chinese materia medica in AFR-HG,the Kumar algorithm was used to divide the efficacy community network.Results A total of 123 amenorrhea prescriptions were included in this study.Angelicae Sinensis Radix,Carthami Flos,Cyperi Rhizoma,Chuanxiong Rhizoma and other drugs with the efficacy of promoting blood circulation and removing blood stasis,soothing liver and regulating qi,and warming and tonifying were the main drugs with high frequency.Three layers of core subnets were extracted layer by layer through weighted hyper-centrality sorting.The first layer contained Angelicae Sinensis Radix,Chuanxiong Rhizoma,Hyperici Sampsonii Herba,etc.;the second layer of drugs were mainly Lycopi Herba,Rubiae Radix et Rhizoma,Bombycis Feculae,etc.;the third layer of drugs were mainly Ginseng Radix et Rhizoma Rubra,Moutan Cortex,Sargentodoxae Caulis and other drugs;based on the top 20 node overdose drugs,community drugs were obtained through community detection:the first community subnet was Armeniacae Semen Amarum,Draconis Sanguis,Corydalis Rhizoma,etc.,the second community subnet was Rubiae Radix et Rhizoma,Rosae Chinensis Flos,Hyperici Sampsonii Herba,etc.,and the third community subnet was Akebiae Caulis,Homalomenae Rhizoma,Bombycis Feculae,etc.Conclusion In prescriptions of amenorrhea in Southwest China,the treatment principles are basically consistent with modern clinical practice.In addition to commonly used drugs,local herbal medicines and similar medicines are also common.It is of great value to explore the rules of prescriptions for the development and utilization of Chinese materia medica resources.
6.Effect of polymyxin B combined with novel β-lactam/β-lactamase inhibitor combinations on biofilms of polymyxin B-resistant bacteria
Miaomei TIAN ; Siwei GUO ; Bingqian YAN ; Rong JIANG ; Bing XU ; Xin LI
Chinese Journal of Infection Control 2025;24(1):58-66
Objective To explore the activity and mechanism of polymyxin B combined with novel β-lactam/β-lac-tamase inhibitor combinations on biofilm of polymyxin B-resistant Pseudomonas aeruginosa and Klebsiella pneumo-niae.Methods The minimum inhibitory concentration(MIC),minimum biofilm inhibitory concentration(MBIC),and minimum biofilm eradication concentration(MBEC)of all antimicrobial agents were determined by micro-broth dilution method and MBECTM assay.The crystal violet staining method was adopted to evaluate the effect of poly-myxin B combined with cefepime/avibactam,ceftazidime/avibactam,meropenem/avibactam,aztreonam/avibactam,meropenem/vaborbactam,and imipenem/relebactam at sub-MIC doses on inhibition of biofilm formation and eradi-cation of mature biofilm.The best combination scheme for anti-biofilm activity was screened out,and anti-biofilm mechanism of this combination scheme was preliminarily explored with phenol-sulfuric acid method,bacterial motili-ty test,and quorum sensing inhibition test.Results The MBIC and MBEC of all antimicrobial agents were higher than MIC.The combination regimen based on polymyxin B could inhibit the formation of biofilms and eradicate ma-ture biofilm in Pseudomonas aeruginosa and Klebsiella pneumoniae.The combination of polymyxin B with cefepime/avibactam had the highest inhibition and eradication rates,ranging 67.99%-90.16%and 58.26%-63.86%,respectively.The combination of polymyxin B and cefepime/avibactam could inhibit the extracellular poly-saccharides of Klebsiella pneumoniae,with inhibition rates of 34.04%-61.10%,this combination could also re-duce the swimming and twitching motility diameters of bacteria.Cefepime/avibactam monotherapy on quorum sen-sing signaling molecules presented concentration dependent inhibitory effect,and when combined with polymyxin B,the inhibitory effect was consistent with that of monotherapy.Conclusion Polymyxin B and cefepime/avibactam may be potential scheme for clinical treatment for severe biofilm-associated infection caused by polymyxin B-resistant strains,and their mechanisms may be related to the inhibition of bacterial extracellular polysaccharides and motility.
7.Dysregulated inclusion of BOLA3 exon 3 promoted by HNRNPC accelerates the progression of esophageal squamous cell carcinoma.
Bo TIAN ; Yan BIAN ; Yanan PANG ; Ye GAO ; Chuting YU ; Xun ZHANG ; Siwei ZHOU ; Zhaoshen LI ; Lei XIN ; Han LIN ; Luowei WANG
Frontiers of Medicine 2024;18(6):1035-1053
Dysregulated RNA splicing events produce transcripts that facilitate esophageal squamous cell carcinoma (ESCC) progression, but how this splicing process is abnormally regulated remains elusive. Here, we unveiled a novel alternative splicing axis of BOLA3 transcripts and its regulator HNRNPC in ESCC. The long-form BOLA3 (BOLA3-L) containing exon 3 exhibited high expression levels in ESCC and was associated with poor prognosis. Functional assays demonstrated the protumorigenic function of BOLA3-L in ESCC cells. Additionally, HNRNPC bound to BOLA3 mRNA and promoted BOLA3 exon 3 inclusion forming BOLA3-L. High HNRNPC expression was positively correlated with the presence of BOLA3-L and associated with an unfavorable prognosis. HNRNPC knockdown effectively suppressed the malignant biological behavior of ESCC cells, which were significantly rescued by BOLA3-L overexpression. Moreover, BOLA3-L played a significant role in mitochondrial structural and functional stability. E2F7 acted as a key transcription factor that promoted the upregulation of HNRNPC and inclusion of BOLA3 exon 3. Our findings provided novel insights into how alternative splicing contributes to ESCC progression.
Female
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Humans
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Male
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Mice
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Alternative Splicing
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Cell Line, Tumor
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Disease Progression
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Esophageal Neoplasms/pathology*
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Esophageal Squamous Cell Carcinoma/pathology*
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Exons/genetics*
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Gene Expression Regulation, Neoplastic
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Heterogeneous-Nuclear Ribonucleoprotein Group C/metabolism*
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Prognosis
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RNA, Long Noncoding/metabolism*
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Animals
8.Genome-wide methylation profiling identified methylated KCNA3 and OTOP2 as promising diagnostic markers for esophageal squamous cell carcinoma
Yan BIAN ; Ye GAO ; Chaojing LU ; Bo TIAN ; Lei XIN ; Han LIN ; Yanhui ZHANG ; Xun ZHANG ; Siwei ZHOU ; Kangkang WAN ; Jun ZHOU ; Zhaoshen LI ; Hezhong CHEN ; Luowei WANG
Chinese Medical Journal 2024;137(14):1724-1735
Background::Early detection of esophageal squamous cell carcinoma (ESCC) can considerably improve the prognosis of patients. Aberrant cell-free DNA (cfDNA) methylation signatures are a promising tool for detecting ESCC. However, available markers based on cell-free DNA methylation are still inadequate. This study aimed to identify ESCC-specific cfDNA methylation markers and evaluate the diagnostic performance in the early detection of ESCC.Methods::We performed whole-genome bisulfite sequencing (WGBS) for 24 ESCC tissues and their normal adjacent tissues. Based on the WGBS data, we identified 21,469,837 eligible CpG sites (CpGs). By integrating several methylation datasets, we identified several promising ESCC-specific cell-free DNA methylation markers. Finally, we developed a dual-marker panel based on methylated KCNA3 and OTOP2, and then, we evaluated its performance in our training and validation cohorts. Results::The ESCC diagnostic model constructed based on KCNA3 and OTOP2 had an AUC of 0.91 [95% CI: 0.85–0.95], and an optimal sensitivity and specificity of 84.91% and 94.32%, respectively, in the training cohort. In the independent validation cohort, the AUC was 0.88 [95% CI: 0.83–0.92], along with an optimal sensitivity of 81.5% and specificity of 92.9%. The model sensitivity for stage I–II ESCC was 78.4%, which was slightly lower than the sensitivity of the model (85.7%) for stage III–IV ESCC. Conclusion::The dual-target panel based on cfDNA showed excellent performance for detecting ESCC and might be an alternative strategy for screening ESCC.
9. Development and validation of a method for quantitation of cefepime/avibactam in M-H broth: application to antibacterial activity using in vitro PK/PD Model
Bingqian YAN ; You LI ; Miaomei TIAN ; Bingqian YAN ; Siwei GUO ; You LI ; Miaomei TIAN ; Bing XU ; Rong JIANG ; Xin LI ; Siwei GUO ; Bing XU ; Rong JIANG ; Xin LI
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(1):52-60
AIM: To establish a method for quantitation of cefepime and avibactam in M-H broth, and applicated in the in vitro dynamic PK/PD model. METHODS: The cefepime was also determined using the high-performance liquid chromatography method (HPLC), the avibactam was also determined using the liquid chromatography-mass spectrometry (LC-MS/MS), an in vitro dynamic PK/PD model was established to study the PK/PD relationship of cefepime/avibactam against carbapenem resistant Klebsiella pneumoniae (CRKP). RESULTS: The linear ranges of cefepime and avibactam were good at (0.5-20) and (0.1-25) μg/mL (r=0.999), and the lower limit concentrations were 0.5 and 0.1 μg/mL. The extraction recoveries of cefepime and avibactam in M-H broth were 88.0%-101.7% and 90.9%-95.2%, the relative standard deviation of intra-day precision and inter-day precision were less than 5.2%. The concentration-time curves were well simulated by the PK/PD model. All observed concentrations in each experiment were in the range of 20% of the targeted values. For the CRKP of MIC=8 μg/mL and MIC=16 μg/mL, the colony decreased to 2.783Log10 CFU/mL and 1.325Log10 CFU/mL at the cefepime/avibactam 2.5 g q8 h administration after 24 h. CONCLUSION: The determination method of cefepime and avibactam in broth established in this study has high sensitivity and good stability. For the CRKP with MIC≤8 μg/mL,cefepime/avibactam showed that good anti-CRKP activity under routine administration in vitro dynamic PK/PD model.
10.Efficacy-driving Mechanism of Danhong Injection for Stable Angina Pectoris Based on Composition-activity Relationship of Target Modules
Siwei TIAN ; Wenjing ZONG ; Jun LIU ; Wei YANG ; Qikai NIU ; Siqi ZHANG ; Jing'ai WANG ; Huamin ZHANG ; Zhong WANG ; Bing LI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(23):121-128
ObjectiveTo explore the efficacy-driving mechanism of Danhong injection (DHI) in the treatment of stable angina pectoris (SAP) based on the composition-activity relationship of target modules and clarify the pharmacological effects of DHI. MethodAccording to the angina frequency (AF) in the Seattle Angina Questionnaire (SAQ) that was obtained in the previous clinical trial, the patients before and after DHI treatment were grouped based on efficacy. The transcriptomic data of the patients before treatment and in the best efficacy group 30 days post-treatment were selected as the data source, and then weighted gene co-expression network analysis (WGCNA) was employed to construct the co-expression network. Relevant modules in the network were identified and associated with clinical features. In addition, the On-modules (Z value below 0) were identified by Zsummary. The topological indicators such as density, centrality, and clustering coefficient were adopted to explore the dynamics of DHI efficacy at the network level and module level, respectively. In addition, the driver genes were screened by the personalized network control (PNC) algorithm. Finally, rat H9C2 cells were used to establish the model of hypoxia/reoxygenation (H/R), which was used to confirm the potential therapeutic target of DHI for SAP and provide a scientific basis for revealing the therapeutic mechanism of DHI. ResultWe identified 19 modules in the best efficacy group of DHI for SAP, and the comparison between day 0 and day 30 revealed 12 On-modules. The changes of network topological indicators at the network and module levels confirmed the correlation between the best efficacy of DHI treatment and topological dynamics. Finally, the driver genes, Klotho and fibroblast growth factor 22 (FGF22), in DHI treatment of SAP were verified by the H9C2 cell model of H/R. ConclusionBased on clinical transcriptome data, this study determined the composition-activity relationship of target modules of DHI for SAP, which provided a scientific basis for deciphering the efficacy-driven mechanism of DHI for SAP.

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