1.Chest computed tomography-based artificial intelligence-aided latent class analysis for diagnosis of severe pneumonia.
Caiting CHU ; Yiran GUO ; Zhenghai LU ; Ting GUI ; Shuhui ZHAO ; Xuee CUI ; Siwei LU ; Meijiao JIANG ; Wenhua LI ; Chengjin GAO
Chinese Medical Journal 2025;138(18):2316-2323
BACKGROUND:
There is little literature describing the artificial intelligence (AI)-aided diagnosis of severe pneumonia (SP) subphenotypes and the association of the subphenotypes with the ventilatory treatment efficacy. The aim of our study is to illustrate whether clinical and biological heterogeneity, such as ventilation and gas-exchange, exists among patients with SP using chest computed tomography (CT)-based AI-aided latent class analysis (LCA).
METHODS:
This retrospective study included 413 patients hospitalized at Xinhua Hospital diagnosed with SP from June 1, 2015 to May 30, 2020. AI quantification results of chest CT and their combination with additional clinical variables were used to develop LCA models in an SP population. The optimal subphenotypes were determined though evaluating statistical indicators of all the LCA models, and clinical implications of them such as guiding ventilation strategies were further explored by statistical methods.
RESULTS:
The two-class LCA model based on AI quantification results of chest CT can describe the biological characteristics of the SP population well and hence yielded the two clinical subphenotypes. Patients with subphenotype-1 had milder infections ( P <0.001) than patients with subphenotype-2 and had lower 30-day ( P <0.001) and 90-day ( P <0.001) mortality, and lower in-hospital ( P = 0.001) and 2-year ( P <0.001) mortality. Patients with subphenotype-1 showed a better match between the percentage of non-infected lung volume (used to quantify ventilation) and oxygen saturation (used to reflect gas exchange), compared with patients with subphenotype-2. There were significant differences in the matching degree of lung ventilation and gas exchange between the two subphenotypes ( P <0.001). Compared with patients with subphenotype-2, those with subphenotype-1 showed a relatively better match between CT-based AI metrics of the non-infected region and oxygenation, and their clinical outcomes were effectively improved after receiving invasive ventilation treatment.
CONCLUSIONS
A two-class LCA model based on AI quantification results of chest CT in the SP population particularly revealed clinical heterogeneity of lung function. Identifying the degree of match between ventilation and gas-exchange may help guide decisions about assisted ventilation.
Humans
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Tomography, X-Ray Computed/methods*
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Male
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Female
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Retrospective Studies
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Middle Aged
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Artificial Intelligence
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Aged
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Pneumonia/diagnosis*
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Latent Class Analysis
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Adult
2.Discovery of Yersinia LcrV as a novel biased agonist of formyl peptide receptor 1 to bi-directionally modulate intracellular kinases in triple-negative breast cancer.
Yunjun GE ; Huiwen GUAN ; Ting LI ; Jie WANG ; Liang YING ; Shuhui GUO ; Jinjian LU ; Richard D YE ; Guosheng WU
Acta Pharmaceutica Sinica B 2025;15(7):3646-3662
G protein-coupled receptors (GPCRs) are significant drug targets, but their potential in cancer therapy remains underexplored. Conventional GPCR agonists or antagonists have shown limited effectiveness in cancer treatment, necessitating new GPCR-targeting strategies for more effective therapies. This study discovers that Yersinia pestis LcrV, a crucial linker protein for plague infection, acts as a biased agonist of a GPCR, the formyl peptide receptor 1 (FPR1). The LcrV protein induces unique conformational changes in FPR1, resulting in G proteins being activated in a distinctive state without subunit dissociation. This leads to a biased signaling profile characterized by cyclic adenosine monophosphate (cAMP) responses and β-arrestin2 recruitment, but not calcium mobilization. In FPR1-expressing triple-negative breast cancer (TNBC) cells, LcrV bi-directionally modulates intracellular signaling pathways, downregulating extracellular signal-regulated kinases (ERK1/2) and Akt pathways while upregulating Jun N-terminal kinase (JNK) and p38 pathways. This dual modulation results in cell cycle arrest and the inhibition of TNBC cell proliferation. In TNBC xenograft mouse models, long-term LcrV treatment inhibits tumor growth more effectively than a conventional FPR1 antagonist. Additionally, LcrV treatment reprograms tumor cells by reducing stemness-associated proteins OCT4 and c-MYC. Our findings highlight the potential of biased GPCR agonists as a novel GPCR-targeting strategy for cancer treatment.
4.Single-nucleus transcriptomics decodes the link between aging and lumbar disc herniation.
Min WANG ; Zan HE ; Anqi WANG ; Shuhui SUN ; Jiaming LI ; Feifei LIU ; Chunde LI ; Chengxian YANG ; Jinghui LEI ; Yan YU ; Shuai MA ; Si WANG ; Weiqi ZHANG ; Zhengrong YU ; Guang-Hui LIU ; Jing QU
Protein & Cell 2025;16(8):667-684
Lumbar disc (LD) herniation and aging are prevalent conditions that can result in substantial morbidity. This study aimed to clarify the mechanisms connecting the LD aging and herniation, particularly focusing on cellular senescence and molecular alterations in the nucleus pulposus (NP). We performed a detailed analysis of NP samples from a diverse cohort, including individuals of varying ages and those with diagnosed LD herniation. Our methodology combined histological assessments with single-nucleus RNA sequencing to identify phenotypic and molecular changes related to NP aging and herniation. We discovered that cellular senescence and a decrease in nucleus pulposus progenitor cells (NPPCs) are central to both processes. Additionally, we found an age-related increase in NFAT1 expression that promotes NPPC senescence and contributes to both aging and herniation of LD. This research offers fresh insights into LD aging and its associated pathologies, potentially guiding the development of new therapeutic strategies to target the root causes of LD herniation and aging.
Intervertebral Disc Displacement/metabolism*
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Humans
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Aging/pathology*
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Nucleus Pulposus/pathology*
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Male
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Female
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Transcriptome
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Middle Aged
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Lumbar Vertebrae/pathology*
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Adult
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Cellular Senescence
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Stem Cells/pathology*
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Aged
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Intervertebral Disc Degeneration/metabolism*
5.Progress on the functions and mechanisms of natural products in anti-glioma therapy.
Yanting LI ; Shuhui QU ; Jiayi ZUO ; Haoping LONG ; Feng CAO ; Feng JIANG
Chinese Journal of Natural Medicines (English Ed.) 2025;23(5):541-559
Glioma, the most prevalent primary tumor of the central nervous system (CNS), is also the most lethal primary malignant tumor. Currently, there are limited chemotherapeutics available for glioma treatment, necessitating further research to identify and develop new chemotherapeutic agents. A significant approach to discovering anti-glioma drugs involves isolating antitumor active ingredients from natural products (NPs) and optimizing their structures. Additionally, targeted drug delivery systems (TDDSs) are employed to enhance drug solubility and stability and overcome the blood-brain barrier (BBB). TDDSs can penetrate deep into the brain, increase drug concentration and retention time in the CNS, and improve the targeting efficiency of NPs, thereby reducing adverse effects and enhancing anti-glioma efficacy. This paper reviews the research progress of anti-glioma activities of NPs, including alkaloids, polyphenols, flavonoids, terpenoids, saponins, quinones, and their synthetic derivatives over the past decade. The review also summarizes anti-glioma mechanisms, such as suppression of related protein expression, regulation of reactive oxygen species (ROS) levels, control of apoptosis signaling pathways, reduction of matrix metalloproteinases (MMPs) expression, blocking of vascular endothelial growth factor (VEGF), and reversal of immunosuppression. Furthermore, the functions and advantages of NP-based TDDSs in anti-glioma therapy are examined. The key information presented in this review will be valuable for the research and development of NP-based anti-glioma drugs and related TDDSs.
Humans
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Glioma/metabolism*
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Biological Products/therapeutic use*
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Animals
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Brain Neoplasms/genetics*
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Drug Delivery Systems
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Antineoplastic Agents/therapeutic use*
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Blood-Brain Barrier/metabolism*
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Apoptosis/drug effects*
6.Impairment of Autophagic Flux After Hypobaric Hypoxia Potentiates Oxidative Stress and Cognitive Function Disturbances in Mice.
Shuhui DAI ; Yuan FENG ; Chuanhao LU ; Hongchen ZHANG ; Wenke MA ; Wenyu XIE ; Xiuquan WU ; Peng LUO ; Lei ZHANG ; Fei FEI ; Zhou FEI ; Xia LI
Neuroscience Bulletin 2024;40(1):35-49
Acute hypobaric hypoxic brain damage is a potentially fatal high-altitude sickness. Autophagy plays a critical role in ischemic brain injury, but its role in hypobaric hypoxia (HH) remains unknown. Here we used an HH chamber to demonstrate that acute HH exposure impairs autophagic activity in both the early and late stages of the mouse brain, and is partially responsible for HH-induced oxidative stress, neuronal loss, and brain damage. The autophagic agonist rapamycin only promotes the initiation of autophagy. By proteome analysis, a screen showed that protein dynamin2 (DNM2) potentially regulates autophagic flux. Overexpression of DNM2 significantly increased the formation of autolysosomes, thus maintaining autophagic flux in combination with rapamycin. Furthermore, the enhancement of autophagic activity attenuated oxidative stress and neurological deficits after HH exposure. These results contribute to evidence supporting the conclusion that DNM2-mediated autophagic flux represents a new therapeutic target in HH-induced brain damage.
Mice
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Animals
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Hypoxia
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Oxidative Stress
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Autophagy
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Cognition
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Sirolimus/therapeutic use*
7.Improvement of Skin Barrier and Anti-inflammatory Mechanism of Huangliansan on Atopic Dermatitis in Mice
Qiuting HE ; Caixia PANG ; Chunmu CHEN ; Hui SUN ; Shuhui TAN ; Yihuan LI ; Qi LIANG ; Cuiling LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(9):19-27
ObjectiveTo explore the therapeutic effect of Huangliansan on atopic dermatitis (AD) model mice induced by 2, 4-dinitrochlorobenzene (DNCB). MethodA total of 42 male BALB/c mice were randomly divided into normal group, model group, hydrocortisone group, low, medium, and high-dose groups (0.3, 0.6, 1.2 g·kg-1) of Huangliansan oil, and water extract group (0.6 g·kg-1) of Huangliansan. In addition to the normal group, DNCB was applied on the back of mice in other groups to establish the AD model. On the 15th day after DNCB stimulation, each group was given the corresponding drug or solvent, and the changes in skin lesions, dermatitis score, and frequency of scratching were observed and recorded. Hematoxylin-eosin (HE) staining was used to observe the histopathological changes in the skin and spleen. Real-time fluorescent quantitative polymerase chain reaction (Real-time PCR) was used to detect mRNA levels of filaggrin (FLG), lorophane (LOR), and involucrin (IVL) in skin, as well as immunoglobulin E (lgE), interleukin-4 (IL-4), interleukin-6 (IL-6), interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), and interferon-γ (IFN-γ) in spleen. ResultCompared with the normal group, the model group showed symptoms of skin swelling and scab, and the score of dermatitis, the frequency of scratching, and the spleen index were increased (P<0.05). The expression levels of FLG, LOR, and IVL in skin tissue were significantly decreased (P<0.01), and the mRNA expressions of IgE, IL-4, IL-6, IL-1β, and TNF-α in the spleen were significantly increased, while the expression level of IFN-γ was significantly decreased (P<0.01). Compared with the model group, the symptoms of skin erythema, scaly, and scab of mice in each drug group were alleviated to varying degrees, and the score of dermatitis, the frequency of scratching, and the spleen index were decreased (P<0.05, P<0.01). In addition, the expression levels of FLG, LOR, and IVL in the skin of mice in the drug group were increased (P<0.05, P<0.01), and the mRNA expression of IgE, IL-4, IL-6, IL-1β, and TNF-α in spleen were decreased. IFN-γ was increased (P<0.05, P<0.01), and the lesions of the skin and spleen were improved to varying degrees. The medium-dose group of Huangliansan oil and hydrocortisone group had the most obvious manifestations (P<0.05, P<0.01). The indexes in the medium-dose group of Huangliansan oil were better than those in the water extract group of Huangliansan. ConclusionHuangliansan may improve the expression level of skin barrier protein, inhibit the expression of helper T cell 2 (Th2)-related inflammatory factors, increase the expression of helper T cell 1 (Th1) inflammatory factors, restore the skin barrier function and Th1/Th2 balance in the spleen, regulate the inflammatory response in the spleen of AD mice, and thus relieve AD. Huangliansan oil is more effective than water extract.
8.The Influence of Shoutai Wan (寿胎丸) on Lactic Acid Content at the Maternal-Fetal Interface and Expression of Immune-Related Factors in Recurrent Miscarriage Model Mice
Jingfang LYU ; Min JIANG ; Zhenzhen ZHOU ; Li ZHANG ; Shuhui WANG ; Dandan LI ; Yajing SONG ; Huilan DU
Journal of Traditional Chinese Medicine 2024;65(9):934-942
ObjectiveTo explore the possible mechanisms of Shoutai Wan (寿胎丸) in treating recurrent miscarriage (RSA) from the perspective of immune tolerance under the acidic microenvironment at the maternal-fetal interface. MethodsFemale CBA/J mice were randomly divided into normal group, model group, progesterone group, and Shoutai Wan group, with 15 mice in each group. The mice in the normal group and model group were given 0.2 ml distilled water by gavage each day, the Shoutai Wan group given Shoutai Wan decoction 0.15 g/(10 g·d) by gavage, the progesterone group given progesterone tablets 0.44 mg/(10 g·d) by gavage. After gavage for 14 days, the mice were cohabited. Female CBA/J mice in the normal group were mated with male BALB/c mice at a ratio of 2∶1, and female CBA/J mice in the other groups were mated with male DBA/2 mice at a ratio of 2∶1 to establish the RSA mouse model. Vaginal smears were taken from the female mice the next morning, and the appearance of a large number of spermatozoa and the presence of a vaginal plug were considered as the first day of pregnancy. After the appearance of the plug, the mice were continued to be administered according to the previous method until the 10th day of pregnancy. On the 10th day of pregnancy, maternal-fetal interface tissues were collected from each group of mice, and lactate dehydrogenase colorimetric method was used to detect lactate (LA) content; qPCR method and Western blot method were used to detect the expression of immune-related factors interleukin-4 (IL-4), interferon-gamma (IFN-γ), transforming growth factor beta 1 (TGF-β1), and forkhead box protein 3 (Foxp3) mRNA and protein; flow cytometry was used to detect the numbers of helper T lymphocyte 1 (Th1), helper T lymphocyte 2 (Th2), regulatory T cell (Treg), classical macrophage (M1), and alternative macrophage (M2). The bivariate Pearson test was used to analyze the correlation between LA content and the numbers of Th1, Th2, Treg, M1, and M2 cells, as well as the correlation between LA content and the expression of IL-4, IFN-γ, TGF-β1, Foxp3 protein, and mRNA. ResultsOn the 10th day of pregnancy, compared with the normal group, the LA content decreased in the model group, and the expression of IL-4, TGF-β1, Foxp3 protein and mRNA in the maternal-fetal interface tissues decreased, while the expression of IFN-γ protein and mRNA increased. The numbers of Th1 and M1 cells increased, while the numbers of Th2, Treg, and M2 cells decreased (P<0.05 or P<0.01). Compared with the model group, the LA content increased in the Shoutai Wan group and progesterone group. The expression of IL-4, TGF-β1, Foxp3 protein and mRNA in the maternal-fetal interface tissues increased, while the expression of IFN-γ protein and mRNA decreased. The numbers of Th1 and M1 cells decreased, while the numbers of Th2, Treg, and M2 cells increased (P<0.05 or P<0.01). The LA content was positively correlated with the numbers of Th2, Treg, and M2 cells, and the expression of IL-4, TGF-β1, Foxp3 protein, and mRNA (P<0.05 or P<0.01); the LA content was negatively correlated with the numbers of Th1, M1 cells, and the expression of IFN-γ protein and mRNA (P<0.05 or P<0.01). ConclusionShoutai Wan may improve immune tolerance by regulating the expression of immune-related factors in the acidic microenvironment at the maternal-fetal interface of RSA model mice, thereby exerting its role in preventing miscarriage.
9.Adult carotid body tumors in Northwest China: a multicenter, retrospective cross-sectional study
Wenyu XIE ; Hongchen ZHANG ; Yuan FENG ; Zheming YUE ; Lei ZHANG ; Shuhui DAI ; Jun REN ; Chunming XIAN ; Jie ZHOU ; Bin ZHANG ; Xia LI
Chinese Journal of Neuromedicine 2024;23(1):34-41
Objective:To analyze the clinical and epidemiological characteristics of adult carotid body tumors (CBTs) in Northwest China to provide references for early diagnosis and treatment of CBTs.Methods:A multicenter, retrospective, non-intervention epidemiological investigation was conducted on adult CBTs patients who were hospitalized from January 1, 2011 to June 30, 2023 in 7 Class A tertiary hospitals in Northwest China (Departments of Neurosurgery, First Affiliated Hospital of Air Force Medical University, Second Affiliated Hospital of Lanzhou University, People's Hospital of Gansu Province, 940 th Hospital of PLA Joint Logistic Support Force, People's Hospital of Qinghai Province, General Hospital of Ningxia Medical University, People's Hospital of Ningxia Hui Autonomous Region). Medical records were collected in these patients, and they were divided into 2 groups according to their average altitude residence: high altitude group (≥1 500 m) and low altitude group (<1 500 m); meanwhile, these patients were divided into Shamblin type I, type II and type III groups according to Shamblin classification criteria; differences in general data and clinical features among patients from different altitude groups or Shamblin subgroups were compared. Independent influencing factors for Shamblin type III CBTs were analyzed by multivariate ordered Logistic regression. Results:(1) A total of 359 patients were enrolled in the study, including 276 females and 83 males, aged (48.80±12.07) years; 211 patients were into the high altitude group and 148 into the low altitude group; 165 patients were into Shamblin type I group, 146 into Shamblin type II group, and 48 into Shamblin type III group. (2) Compared with those in the low altitude group, patients in the high altitude group had higher proportion of females, older age, lower proportion of Han nationality, higher proportion of Shamblin type I, smaller tumor volume, lower platelet count, higher red blood cell count, hematocrit, hemoglobin level, platelet distribution width and mean platelet volume, and higher large platelet percentage, with significant differences ( P<0.05). (3) Compared with those in the Shamblin type I group, patients in the Shamblin type III group had younger age, lower resident altitude, larger tumor volume, longer time interval from onset to diagnosis, higher proportion of unintentional tumor discovery, larger volume of intraoperative blood loss, lower hemoglobin level, hematocrit, mean erythrocyte volume, and mean hemoglobin concentration, decreased erythrocyte distribution width variable coefficient, and increased platelet count, with significant differences ( P<0.05). Compared with those in the Shamblin type II group, patients in Shamblin type III group had younger age, larger tumor volume, longer time interval from onset to diagnosis, larger volume of intraoperative blood loss, lower hemoglobin, hematocrit and mean erythrocyte volume, higher erythrocyte distribution width variable coefficient and platelet count, with significant differences ( P<0.05). (4) Age ( OR=0.960, 95% CI: 0.942-0.977, P<0.001), residence altitude ( OR=0.992, 95% CI: 0.990-0.999, P=0.020) and time interval from onset to diagnosis ( OR=1.009, 95% CI: 1.005-1.014, P<0.001) were independent influencing factors for Shamblin type III CBTs. Conclusions:More females than males are noted in patients with adult CBTs in Northwest China, and more CBTs patients live at high altitude, with Shamblin type I enjoying the highest proportion. More female and old patients lived at high altitude is noted than those lived at low altitude; patients with Shamblin type III have the youngest age, lowest altitude, and longest time interval from onset to diagnosis. CBTs patients with young age, low residence altitude, and long time interval from onset to diagnosis are more likely to develop Shamblin type III.
10.Jinyinqingre Oral Liquid Alleviates Acute Lung Injury in Mice through NF-κB/NLRP3 Signaling Pathway
Shuhui WANG ; Xiaobing LI ; Ting SHEN ; Pan LEI ; Zegan LIU ; Shiming DU
Herald of Medicine 2024;43(4):520-525
Objective To explore the protective effect and mechanism of Jinyinqingre oral liquid on acute lung injury in-duced by lipopolysaccharide(LPS)in mice.Methods C57BL/6J mice were randomly divided into six groups according to the random number table method:blank control group,model control group,Jinyinqingre oral liquid low-dose group,Jinyinqingre oral liquid medium-dose group,Jinyinqingre oral liquid high-dose group,and dexamethasone group.Except for the blank control group,the other groups were injected with lipopolysac charide(LPS)(5 mg·kg-1)into the trachea to establish the acute lung injury model of mice,and the Jinyinqingre oral liquid low,medium,and high groups were continuously administered the drug by gavage for three days.After 24 h,lung tissue and bronchoalveolar lavage fluid(BALF)were collected from the six groups for follow-up detection.The pathological injury of lung tissue in each group was observed by HE staining.The total number of cells in BALF was detected.The to-tal protein content of BALF was detected by the BCA method.The contents of inflammatory cytokines TNF-α,IL-1β,IL-6,and IgM in BALF were detected by ELISA.The expression of NF-κB and NLRP3 proteins in lung tissues was detected by immunohistochemistry and Western blotting.Results Compared with model control group,Jinyinqingre oral liquid alleviated the pathological injury of lung tissue(P<0.05),decreased the total cell count,total protein content and IgM expression in BALF(P<0.01),and the expres-sion of inflammatory cytokines TNF-α,IL-6 and IL-1β in BALF was dreased(P<0.05),the protein expressions of NF-κB and NL-RP3 in lung tissues was dreased(P<0.05).Conclusion Jinyinqingre oral liquid attenuated the pathological injury,inflammatory exudation,and expression of inflammatory cytokines in LPS-induced lung injury in mice,and its mechanism may be through the reg-ulation of NF-κB/NLRP3 signaling pathway,providing a theoretical basis for its clinical application.

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