1.Mission and implementation path of health promoting school construction from the perspective of building China into a leading nation in education
CHEN Yajun, GE Wenxin, YAO Liqing
Chinese Journal of School Health 2026;47(4):461-464
Abstract
Recently, the Ministry of Education issued Guiding Opinions on Comprehensively Promoting the Construction of Healthy Schools hereinafter referred to as the Guiding Opinions, which systematically established the goal system, key tasks, critical measures, and safeguard mechanisms for the construction of healthy schools in the new era. Against the backdrop, comprehensively promoting the construction of healthy schools has become a core project for implementing the concept of "Health First", carrying out joint prevention and control of multiple diseases, and responding to national action plans. Based on a systematic analysis of the internal logic between healthy school construction and the "education powerhouse strategy", the study deeply expounds on its core mission as a "foundational project for talent cultivation" and a "hub for the integration of five educations". Combining the eight key tasks and three critical measures clarified in the Guiding Opinions, it constructs a multi dimensional, systematic, and operable implementation path from the aspects of concept leadership and practice internalization, data monitoring and closed loop management, team support and environmental optimization, literacy promotion and evaluation innovation, innovation drive and characteristic development,digital empowerment and smart governance. The study provides a forward looking and strategic comprehensive solution for improving the collective health literacy of students and building a comprehensive prevention and control system for common campus diseases in the new era.
2.Expression of circCEMIP in bladder cancer and its regulatory effects on the proliferation, migration and invasion of UMUC-3 cells
CHENG Hanbo1 ; JIA Bo1 ; YAO Junbo1 ; GAO Ruihui1 ; GE Qiangqiang2
Chinese Journal of Cancer Biotherapy 2026;33(1):12-19
[摘 要] 目的:探讨环状RNA CEMIP(circCEMIP)对膀胱癌UMUC-3细胞增殖、迁移和侵袭的影响及其分子机制。方法:通过TCGA数据库分析circCEMIP在膀胱癌组织中的表达水平,分析其表达与膀胱癌患者临床分期及生存期的关系。采用qPCR法检测circCEMIP在膀胱癌细胞5637、UMUC-3、MGH-U3、J82和T24中的表达。利用RNA干扰技术,分别将si-circCEMIP及其阴性对照(si-NC)、anti-miR-335及其阴性对照(anti-miR-NC)转染UMUC-3细胞,记为si-circCEMIP组、si-NC组、si-circCEMIP + anti-miR-335组和si-circCEMIP + anti-miR-NC组。采用克隆形成实验、划痕愈合实验和Transwell实验分别检测circCEMIP和miR-335表达对UMUC-3细胞增殖、迁移和侵袭能力的影响,双萤光素酶报告基因实验验证circCEMIP与miR-335的靶向关系,WB法检测细胞中VEGF-C信号通路相关蛋白的表达。构建UMUC-3细胞裸鼠皮下移植瘤模型,观察敲低circCEMIP对移植瘤生长的影响。结果:膀胱癌组织中circCEMIP呈高表达(P < 0.01),其表达水平与膀胱癌的临床分期正相关(P < 0.01),circCEMIP高表达患者生存率较低(P < 0.01)。circCEMIP在膀胱癌5637、UMUC-3、MGH-U3、J82和T24细胞中呈高表达(均P < 0.01)。敲低circCEMIP显著降低UMUC-3细胞的增殖、迁移和侵袭能力(均P < 0.01)。circCEMIP可靶向结合miR-335(P < 0.01),敲低circCEMIP能显著上调miR-335表达(P < 0.01)。抑制miR-335表达能逆转敲低circCEMIP对UMUC-3细胞增殖、迁移和侵袭的抑制作用(均P < 0.01)。敲低circCEMIP能明显下调VEGF-C信号通路相关蛋白VEGF-C、MMP-2、MMP-9和β-catenin表达(均P < 0.01),抑制miR-335表达能部分逆转敲低circCEMIP对该通路相关蛋白表达的抑制作用(均P < 0.01)。体内实验证实,敲低circCEMIP能够抑制裸鼠膀胱癌移植瘤的生长(P < 0.01)。结论:敲低circCEMIP通过上调miR-335表达抑制膀胱癌UMUC-3细胞的增殖、迁移和侵袭。
3.Benzoylaconine attenuates oxygen glucose deprivation/reoxyenation induced cardiomyocytic injury through the PI3K/Akt signaling pathway
Wuming ZHOU ; Shengkun LANG ; Xin GE ; Wei JIANG ; Di JIA ; Hao YAO ; Zhirong HUAN
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(2):211-216
Objective To investigate the protective effect of benzoylaconine(BAC)on H9c2 cardio-myocytes after oxygen glucose deprivation/reoxyenation(OGD/R)injury.Methods After an in vitro model of OGD/R injury was established in H9c2 cells,the cells were treated with BAC at different concentrations(0,25,50,75,100 μmol/L)to determine its optimal dose.Then,H9c2 cells were randomly divided into control group,OGD/R group,OGD/R+BAC group(75 μmol),OGD/R+LY294002 group(PI3K/Akt inhibitor),and OGD/R+LY294002+BAC group.Corre-sponding reagent kits were used to determine cell viability and LDH level,as well as the expres-sion levels of TNF-α,IL-6,IL-1β,MDA and GSH-Px in the cells.Western blotting was applied to detect the expression of the PI3K/Akt pathway proteins,as well as autophagic proteins such as LC3,Beclin1,and P62.Results Compared to the control group,the cell viability was significantly decreased,and LDH level was obviously increased in the OGD/R group(P<0.01).Treatment of 75 μmol/L BAC significantly increased the cell viability(0.87±0.06 vs 40.49±0.06,P<0.01)and decreased the LDH level(86.75±7.79 U/L vs 234.42±6.20 U/L,P<0.01)when compared to the levels of the OGD/R group.OGD/R injury induced notable increases in TNF-α,IL-6,IL-1β,and MDA expression levels,while decrease of GSH-Px expression level(P<0.01),and down-regulation of p-PI3K,p-Akt and P62 and up-regulation of LC3 Ⅱ/LC3 Ⅰ and Beclin-1(P<0.01)when compared with the control group.Treatment of 75 μmol/L BAC increased the levels of p-PI3K,p-Akt,and P62 proteins(0.90±0.07 vs 0.58±0.04,1.02±0.02 vs 0.49±0.01,1.48±0.05 vs 0.87±0.04)and decreased those of LC3 Ⅱ/LC3 Ⅰ and Beclin-1(0.52±0.01 vs 1.24±0.04,0.12±0.01 vs 0.32±0.02)when compared with the OGD/R group(P<0.01).Conclusions BAC attenu-ates the inflammatory response and oxidative stress of myocardial cells after OGD/R injury,regu-lates autophagy homeostasis,and reduces myocardial cell damage.Its regulatory effect on myocar-dial autophagy homeostasis may be related to the activation of the PI3K/Akt pathway.
4.Application of natural language processing models in cervical cancer staging and risk factors extraction
Xiang CHEN ; Shengyun FAN ; Yihang ZHANG ; Yi XU ; Shengyu YAO ; Ge YAN
Tumor 2025;45(3):287-296
Objective:To evaluate the accuracy and output stability of online general natural language processing(NLP)models for staging diagnosis and identifying medium-and high-risk factors in cervical cancer patients based on pathology reports.Methods:Surgical pathological reports of 65 patients with cervical cancer who received postoperative adjuvant radiotherapy at Shanghai General Hospital from January 2022 to December 2023 were retrospectively selected.These reports were input into two online NLP models,Kimi and ChatGPT-4o,and their output staging diagnosis results were recorded.Then,the results were classified into 3 categories and scored as follows:correct(2 points),basically correct(1 point)and incorrect(0 point).Each pathologic report was tested 5 times to assess the stability of the outputs form Kimi and ChatGPT-4o,and the consistency between the NLP models and clinical physicians in cervical cancer staging was compared.Prompt-based questioning was used to evaluate Kimi's ability to extract medium-and high-risk factors from the pathology reports of cervical cancer patients.Results:There was no statistical significant difference in the staging diagnosis results between the two NLP models and the clinical physicians(x2=5.740,P=0.057).Kimi and ChatGPT-4o respectively produced 56 and 47 correct results,6 and 15 basically correct results,and 3 and 3 incorrect results.Their mean scores were 7.08±2.70 and 7.97±2.97,and the difference between them was statistically significant(P=0.040).In the extraction of risk factors from 65 cervical cancer patients,involving a total of 390 factors,Kimi made only three false-positive errors,with all other factors correctly identified.Conclusion:Online general NLP models can stably output the stage of cervical cancer patients with diagnostic accuracy comparable to clinical physicians.With the assistance of prompt-based questioning,these NLP models can accurately extract medium-and high-risk factors from pathology reports of cervical cancer patients,demonstrating promising clinical application potential.
5.Building a "six-in-one" community cough and asthma center under a "dual-contract physician" model: a preliminary evaluation
Jianling SONG ; Yunfeng ZHANG ; Shuping ZHENG ; Zheng YE ; Xiaopan LI ; Ben FENG ; Leiming GE ; Yao LIU ; Qihao YAN ; Jiani WANG ; Fulai SHEN ; Sunfang JIANG
Chinese Journal of General Practitioners 2025;24(11):1429-1433
This report evaluates the preliminary outcomes of a "six-in-one" integrated cough and asthma center developed under a dual-contract physician model at the Changfeng Community Health Service Center in Putuo District, Shanghai. By combining the efforts of family doctors and medical specialists, the center integrated six core functions-clinical treatment, prevention, nursing, rehabilitation, pharmacy, and nutrition-into a seamless management system covering screening, diagnosis, therapy, and follow-up. Supported by specialist guidance and teaching clinics, the model significantly enhanced comprehensive respiratory disease management capabilities within the community setting. The initiative not only improved patient health outcomes but also strengthened multidisciplinary collaboration and resource efficiency, offering a replicable example for improving chronic disease management in primary care through integrated and coordinated service delivery.
6.Impact of a three-dimensional management based on a perinatal one-day clinic on pregnancy outcomes in overweight and obese pregnant women
Lili CHENG ; Ge ZHOU ; Juan HUANG ; Tingting ZENG ; Yao FAN ; Chiyu XU ; Mingfang ZHOU ; Xun LEI ; Jian YANG ; Lili YU
Chinese Journal of Health Management 2025;19(6):440-444
Objective:To explore the impact of a three-dimensional management based on a perinatal one-day clinic on pregnancy outcomes in overweight and obese pregnant women.Methods:It was a randomized controlled trial. A simple random sampling method was used to select 460 singleton pregnant women with a pre-pregnancy body mass index≥24 kg/m2 who had regular prenatal check-ups at the Obstetrics and Gynecology Center of the Third Affiliated Hospital of Chongqing Medical University from June 1, 2018, to December 31, 2022. The women were randomly divided into an experimental group and a control group (230 cases each) using a computer-generated random number table. The control group received regular prenatal check-ups according to the pregnancy care guidelines (once every 4 weeks during mid-pregnancy, once every 2 weeks during late pregnancy, with additional frequency as needed based on the condition). The control group also received a one-time body composition analysis and dietary guidance from a nutritionist at the time of registration. In addition to the control group′s interventions, the experimental group received three-dimensional management based on a perinatal one-day clinic. It included an intensive one-day clinic session, a traditional plus internet-based re-education model (as needed based on the condition), individualized guidance from obstetrics and clinical nutrition clinics (once every 2 weeks), a free body composition test at 24 weeks of pregnancy, and weekly WeChat group push of health care knowledge during pregnancy. A total of 55 cases dropped out, leaving 200 cases in the experimental group and 205 cases in the control group for analysis. General information, pregnancy-related, and postpartum indicators were collected in the two groups. The effect of three-dimensional management based on a perinatal one-day clinic on pregnancy outcomes in overweight and obese pregnant women was analyzed using t-tests and chi-square tests. Results:There was no significant differences in baseline age, pre-pregnancy body mass index, initial blood glucose, initial glycated hemoglobin, or initial gestational age between the two groups (all P>0.05). The experimental group showed significantly lower gestational weight gain, neonatal weight, and proportion of excessive pregnancy weight gain compared to those in the control group [(11.41±5.23) vs (13.22±4.51) kg, (3 352.1±465.3) vs (3 489.5±464.0) g, 48.00% vs 73.17%] (all P<0.05). There were no significant differences in hospitalization days, gestational age at delivery, incidence of gestational diabetes, incidence of hypertensive disorders of pregnancy, incidence of premature rupture of membranes, incidence of preterm birth, incidence of macrosomia, vaginal delivery rate and rate of neonatal transfer to the pediatric department between the two groups (all P>0.05). Conclusion:Early intervention with the three-dimensional management based on the one-day perinatal clinic can effectively control gestational weight gain and neonatal weight in overweight and obese pregnant women.
7.The predictive value of the level of inflammation markers derived from complete blood counts for the occurrence of first peritonitis in peritoneal dialysis patients
Jingyi XIE ; Ying YAO ; Shuwang GE ; Chong YU
Chinese Journal of Nephrology 2025;41(5):341-347
Objective:To explore the predictive value of baseline complete blood count derivative marker levels for the occurrence of the first peritonitis in patients undergoing peritoneal dialysis (PD).Methods:This study was a retrospective cohort study. The data of inpatients who underwent PD catheterization in Tongji Hospital Affiliated to Tongji Medical College of Huazhong University of Science and Technology from April 1, 2005 to February 29, 2024 were collected and followed up until June 1, 2024. According to the 2022 International Society for Peritoneal Dialysis guidelines for peritonitis prevention and treatment, the patients were divided into the peritonitis group and the non-peritonitis group. Basic demographic data and laboratory parameters of the patients were collected, and inflammatory markers derived from complete blood count were calculated, including the comprehensive index of systemic inflammation, the systemic inflammation response index (SIRI), the ratio of hemoglobin to platelets (HPR), and the ratio of monocytes to lymphocytes (MLR). Cox regression analysis was conducted to identify factors associated with the occurrence of peritonitis.Results:A total of 824 PD patients aged ≥18 years were included in this study. Among them, there were 398 males (48.30%), with an age of 42.06 (33.04, 52.01) years, and the follow-up time was 595.00 (173.50, 1 158.00) d. The proportion of conversion to hemodialysis or death in the peritonitis group was higher than that in the non-peritonitis group (40.91% vs. 13.58%, χ 2=56.173, P<0.001). The age of the peritonitis group was greater than that of the non-peritonitis group [45.05(34.92, 52.99) year old vs. 41.11(32.89, 51.46) year old, Z=-1.978, P=0.048], and the follow-up time was lower than that in the non-peritonitis group [529.50(146.25, 861.00) d vs. 627.00(177.00, 1 222.50)d, Z=-2.260, P=0.024]. A multivariate Cox analysis model was constructed based on the univariate Cox analysis. After adjusting for covariates, the results showed the comprehensive index of systemic inflammation ( HR=0.997, 95% CI 0.995-0.998, P<0.001), HPR ( HR=0.520, 95% CI 0.271-0.995, P=0.048), MLR ( HR=7.027, 95% CI 1.468-33.636, P=0.015) and SIRI ( HR=2.673, 95% CI 1.302-5.488, P=0.007) were the related factors for the first occurrence of peritonitis. Conclusion:The levels of inflammatory markers derived from baseline complete blood count, especially MLR, SIRI and HPR, are the independent influencing factors for the occurrence of the first peritonitis in patients with PD.
8.Association between serum magnesium level at catheter insertion and peritoneal dialysis technique failure in peritoneal dialysis patients
Jingyi XIE ; Ying YAO ; Shuwang GE ; Le WANG
Chinese Journal of Nephrology 2025;41(11):841-848
Objective:To explore the association between serum magnesium levels during catheterization in peritoneal dialysis (PD) patients and the failure of PD technology.Methods:It was a retrospective study. The baseline data, laboratory tests and clinical events of inpatients with end-stage renal disease aged ≥18 years who received PD catheterization for the first time from April 1, 2005 to February 29, 2024 were collected, and the follow-up was conducted until June 1, 2024. PD technique failure was defined as extubation for conversion to hemodialysis or patient death. The optimal cut-off value of serum magnesium (0.782 mmol/L) was determined based on the Youden index of the receiver operating characteristic curve for predicting the failure of PD technology. The patients were divided into high serum magnesium group and low serum magnesium group, and differences of baseline clinical data and follow-up outcomes between the two groups were compared. Kaplan-Meier method was used to compare the differences of PD technical survival rates between the two groups. Logistic regression model was used to analyze the related factors of baseline increased serum magnesium levels (0.785 mmol/L) in PD patients. Cox proportional hazards regression model was used to analyze the risk factors for the failure of PD technology.Results:A total of 706 PD patients were included in this study, with age of 43.89 (33.43, 53.70) years. Among them, 339 (48.02%) patients were male. The serum creatinine was (800.45±238.81) μmol/L. The follow-up time was 726.00 (216.00, 1 344.00) days. The incidence of peritonitis was 0.072 times per patient-year, and the failure rate of PD technique was 15.58% (110/706). There were 551 patients (78.05%) in the high serum magnesium group and 155 patients (21.95%) in the low serum magnesium group. Compared with the high serum magnesium group, the low serum magnesium group had significantly lower levels of serum creatinine ( t=-2.743, P=0.006), blood urea nitrogen ( t=-2.428, P=0.004), serum uric acid ( t=-2.346, P=0.005), red blood cell count ( t=-4.100, P<0.001), hemoglobin ( Z=-4.195, P<0.001), serum albumin ( t=-4.400, P<0.001), platelet count ( Z=-2.428, P=0.015), platelet-to-monocyte ratio ( Z=-2.541, P=0.011), serum calcium ( t=-7.463, P<0.001), serum phosphorus ( t=-3.052, P=0.001), prothrombin activity ( t=-3.052, P=0.005) and proportion of hyperphosphatemia ( χ2=6.924, P=0.009), and higher male proportion ( χ2=8.984, P=0.030), proportion of conversion to hemodialysis ( χ2=6.098, P=0.014), neutrophil percentage-to-albumin ratio ( Z=2.875, P=0.004), serum chloride ( Z=4.011, P<0.001), alkaline phosphatase ( Z=2.850, P=0.040), D-dimer ( Z=3.166, P=0.002), proportion of hypoalbuminemia ( χ2=7.543, P=0.006), and proportion of hypocalcemia ( χ2=39.836, P<0.001). Kaplan-Meier survival analysis showed that the PD technical survival rates in the peritonitis group and the low serum magnesium group were significantly lower than those in the control group and the high serum magnesium group, respectively (Log-rank test, χ2=9.332, P=0.002; χ2=7.856, P=0.005). Multivariate logistic regression analysis showed that the serum calcium ( OR=23.237, 95% CI 3.807-141.845) and serum chlorine level ( OR=0.919, 95% CI 0.858-0.985) were independently correlated with the increased serum magnesium. Multivariate Cox regression analysis showed that elevated baseline serum magnesium was an independent protective factor of PD technique failure ( HR=0.351, 95% CI 0.188-0.653). Conclusions:Elevated serum magnesium is an independent protective factor of PD technology failure. Maintaining an appropriate serum magnesium level may improve the prognosis of PD patients.
9.Glucocorticoid Discontinuation in Patients with Rheumatoid Arthritis under Background of Chinese Medicine: Challenges and Potentials Coexist.
Chuan-Hui YAO ; Chi ZHANG ; Meng-Ge SONG ; Cong-Min XIA ; Tian CHANG ; Xie-Li MA ; Wei-Xiang LIU ; Zi-Xia LIU ; Jia-Meng LIU ; Xiao-Po TANG ; Ying LIU ; Jian LIU ; Jiang-Yun PENG ; Dong-Yi HE ; Qing-Chun HUANG ; Ming-Li GAO ; Jian-Ping YU ; Wei LIU ; Jian-Yong ZHANG ; Yue-Lan ZHU ; Xiu-Juan HOU ; Hai-Dong WANG ; Yong-Fei FANG ; Yue WANG ; Yin SU ; Xin-Ping TIAN ; Ai-Ping LYU ; Xun GONG ; Quan JIANG
Chinese journal of integrative medicine 2025;31(7):581-589
OBJECTIVE:
To evaluate the dynamic changes of glucocorticoid (GC) dose and the feasibility of GC discontinuation in rheumatoid arthritis (RA) patients under the background of Chinese medicine (CM).
METHODS:
This multicenter retrospective cohort study included 1,196 RA patients enrolled in the China Rheumatoid Arthritis Registry of Patients with Chinese Medicine (CERTAIN) from September 1, 2019 to December 4, 2023, who initiated GC therapy. Participants were divided into the Western medicine (WM) and integrative medicine (IM, combination of CM and WM) groups based on medication regimen. Follow-up was performed at least every 3 months to assess dynamic changes in GC dose. Changes in GC dose were analyzed by generalized estimator equation, the probability of GC discontinuation was assessed using Kaplan-Meier curve, and predictors of GC discontinuation were analyzed by Cox regression. Patients with <12 months of follow-up were excluded for the sensitivity analysis.
RESULTS:
Among 1,196 patients (85.4% female; median age 56.4 years), 880 (73.6%) received IM. Over a median 12-month follow-up, 34.3% (410 cases) discontinued GC, with significantly higher rates in the IM group (40.8% vs. 16.1% in WM; P<0.05). GC dose declined progressively, with IM patients demonstrating faster reductions (median 3.75 mg vs. 5.00 mg in WM at 12 months; P<0.05). Multivariate Cox analysis identified age <60 years [P<0.001, hazard ratios (HR)=2.142, 95% confidence interval (CI): 1.523-3.012], IM therapy (P=0.001, HR=2.175, 95% CI: 1.369-3.456), baseline GC dose ⩽7.5 mg (P=0.003, HR=1.637, 95% CI: 1.177-2.275), and absence of non-steroidal anti-inflammatory drugs use (P=0.001, HR=2.546, 95% CI: 1.432-4.527) as significant predictors of GC discontinuation. Sensitivity analysis (545 cases) confirmed these findings.
CONCLUSIONS
RA patients receiving CM face difficulties in following guideline-recommended GC discontinuation protocols. IM can promote GC discontinuation and is a promising strategy to reduce GC dependency in RA management. (Trial registration: ClinicalTrials.gov, No. NCT05219214).
Adult
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Aged
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Female
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Humans
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Male
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Middle Aged
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Arthritis, Rheumatoid/drug therapy*
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Glucocorticoids/therapeutic use*
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Medicine, Chinese Traditional
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Retrospective Studies
10.Roles of PANoptosis and related genes in acute liver failure: neoteric insight from bioinformatics analysis and animal experiment verification.
Tiantian GE ; Yao CHEN ; Lantian PANG ; Junwei SHAO ; Zhi CHEN
Journal of Zhejiang University. Science. B 2025;26(4):353-370
BACKGROUND: PANoptosis has the features of pyroptosis, apoptosis, and necroptosis. Numerous studies have confirmed the diverse roles of various types of cell death in acute liver failure (ALF), but limited attention has been given to the crosstalk among them. In this study, we aimed to explore the role of PANoptosis in ALF and uncover new targets for its prevention or treatment. METHODS: Three ALF-related datasets (GSE14668, GSE62029, and GSE74000) were downloaded from the Gene Expression Omnibus (GEO) database to identify differentially expressed genes (DEGs). Hub genes were identified through intersecting DEGs, genes obtained from weighted gene co-expression network analysis (WGCNA), and genes related to PANoptosis. Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), protein‒protein interaction (PPI) analyses and gene set enrichment analysis (GSEA) were performed to determine functional roles. Verification was performed using an ALF mouse model. RESULTS: Our results showed that expression of seven hub genes (B-cell lymphoma-2-modifying factor (BMF), B-cell lymphoma-2-interacting protein 3-like (BNIP3L), Caspase-1 (CASP1), receptor-interacting protein kinase 3 (RIPK3), uveal autoantigen with coiled-coil domains and ankyrin repeats protein (UACA), uncoordinated-5 homolog B receptor (UNC5B), and Z-DNA-binding protein 1 (ZBP1)) was up-regulated in liver samples of patients. However, in the ALF mouse model, the expression of BNIP3L, RIPK3, phosphorylated RIPK3 (P-RIPK3), UACA, and cleaved caspase-1 was up-regulated, while the expression of CASP1 and UNC5B was down-regulated. The expression of ZBP1 and BMF increased only during the development of ALF, and there was no significant change in the end stage. Immunofluorescence of mouse liver tissue showed that macrophages expressed all seven markers. Western blot results showed that pyroptosis, apoptosis, and necroptosis were always involved in lipopolysaccharide (LPS)/ d-galactosamine (d-gal)-induced ALF mice. The ALF cell model showed that bone marrow-derived macrophages (BMDMs) form PANoptosomes after LPS stimulation. CONCLUSIONS: Our results suggest that PANoptosis of macrophages promotes the development of ALF. The seven new ALF biomarkers identified and validated in this study may contribute to further investigation of diagnostic markers or novel therapeutic targets of ALF.
Animals
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Liver Failure, Acute/genetics*
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Computational Biology
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Mice
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Pyroptosis/genetics*
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Humans
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Protein Interaction Maps
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Apoptosis/genetics*
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Necroptosis/genetics*
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Gene Regulatory Networks
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Gene Ontology
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Gene Expression Profiling
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Disease Models, Animal


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