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Liu J, Gao K, Ren X, Wu T, Zhang H, Yang D, Wang H, Xu Y, Yan Y. TMT-based proteomic analysis of radiation lung injury in rats. Clin Proteomics 2024; 21:67. [PMID: 39701953 PMCID: PMC11657687 DOI: 10.1186/s12014-024-09518-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 12/09/2024] [Indexed: 12/21/2024] Open
Abstract
Radiation-induced lung injury (RILI) is a common adverse effect of radiation therapy that negatively affects treatment progression and the quality of life of patients. Identifying biomarkers for RILI can provide reference for the prevention and treatment of RILI in clinical practice. In this study, to explore key proteins related to RILI, we constructed a rat model of RILI and analyzed RILI tissues and normal lung tissues using tandem mass spectrometry labeling and quantitative proteomics technology. We used Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment, Gene Ontology (GO) enrichment and protein-protein interaction (PPI) networks for bioinformatics analysis of Differentially expressed proteins (DEPs). The results identified 185 differentially expressed proteins in lung tissue from the RILI group compared with the controls, including 110 up-regulated proteins and 75 down-regulated proteins. GO analysis showed that the differentially expressed proteins were involved oxidation-reduction process, cellular biosynthetic processes and extracellular matrix. KEGG results demonstrated that the differentially expressed proteins were mainly involved in the PI3K-Akt, ECM receptor interactions, arachidonic acid metabolism, glutathione metabolism and other pathways. These results on the functions and signaling pathways of the differentially expressed proteins provide a theoretical basis for further study of the mechanism of RILI.
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Affiliation(s)
- Jing Liu
- Graduate school of Dalian Medical University, Dalian, China
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Kuanke Gao
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Xue Ren
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Tong Wu
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Haibo Zhang
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Defu Yang
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Hengjiao Wang
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China
| | - Ying Xu
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China.
| | - Ying Yan
- Department of Radiation Oncology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenhe District, Shenyang, 110016, China.
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Li Q, Wang Y, Ji L, He J, Liu H, Xue W, Yue H, Dong R, Liu X, Wang D, Zhang H. Cellular and molecular mechanisms of fibrosis and resolution in bleomycin-induced pulmonary fibrosis mouse model revealed by spatial transcriptome analysis. Heliyon 2023; 9:e22461. [PMID: 38125541 PMCID: PMC10730595 DOI: 10.1016/j.heliyon.2023.e22461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Revised: 11/10/2023] [Accepted: 11/13/2023] [Indexed: 12/23/2023] Open
Abstract
The bleomycin-induced pulmonary fibrosis mouse model is commonly used in idiopathic pulmonary fibrosis research, but its cellular and molecular changes and efficiency as a model at the molecular level are not fully understood. In this study, we used spatial transcriptome technology to investigate the cellular and molecular changes in the lungs of bleomycin-induced pulmonary fibrosis mouse models. Our analyses revealed cell dynamics during fibrosis in epithelial cells, mesenchymal cells, immunocytes, and erythrocytes with their spatial distribution available. We confirmed the differentiation of the alveolar type II (AT2) cell type expressing Krt8, and we inferred their trajectories from both the AT2 cells and club cells. In addition to the fibrosis process, we also noticed evidence of self-resolving, especially to identify possible self-resolving related genes, including Prkca. Our findings provide insights into the cellular and molecular mechanisms underlying fibrosis resolution and represent the first spatiotemporal transcriptome dataset of the bleomycin-induced fibrosis mouse model.
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Affiliation(s)
| | - Yue Wang
- BGI-Beijing, Beijing 102601, China
| | - Liu Ji
- Dalian Maternal and Child Health Hospital of Liaoning Province, Dalian 116033, China
| | - Jianhan He
- Department of Clinical Research Center, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences and Technology, Wuhan, Hubei, China
| | | | | | - Huihui Yue
- Department of Clinical Research Center, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences and Technology, Wuhan, Hubei, China
| | - Ruihan Dong
- Department of Clinical Research Center, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences and Technology, Wuhan, Hubei, China
| | - Xin Liu
- BGI-Beijing, Beijing 102601, China
| | - Daqing Wang
- Dalian Maternal and Child Health Hospital of Liaoning Province, Dalian 116033, China
| | - Huilan Zhang
- Department of Clinical Research Center, Tongji Hospital, Tongji Medical College, Huazhong University of Sciences and Technology, Wuhan, Hubei, China
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Deng H, Chen G, Zhang J, Yang Q, Dong X, Xie S, Liang W, Tan B, Chi S. Integrated Metabolome and Transcriptome Analyses Reveal the Efficacy of Steroidal Saponins for Glucose and Lipid Metabolism in Hybrid Grouper (♀ Epinephelus fuscoguttatus × ♂ Epinephelus lanceolatu) Fed Higher-Lipid Diets. Animals (Basel) 2023; 13:2894. [PMID: 37760294 PMCID: PMC10525917 DOI: 10.3390/ani13182894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 08/31/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023] Open
Abstract
An analysis of the extent of the effect of steroidal saponin addition on glucose and lipid metabolism in hybrid grouper liver was performed at the transcriptomic and metabolomic levels. Feeds (52% crude protein, 14% crude lipid) were prepared containing 0% (S0), 0.1% (S0.1), and 0.2% (S0.2) steroidal saponins. After eight weeks of feeding trial, compared to the S0 group, the activities of serum albumin, alanine aminotransferase, and aspartate transaminase were significantly lower and the activities of lysozyme, acid phosphatase, and alkaline phosphatase were significantly higher in the S0.1 group (p < 0.05). The superoxide dismutase, catalase, and glutathione peroxidase activities in the livers of the S0.1 group were significantly higher than those of the S0 group, while the malondialdehyde content was significantly lower than that of the S0 group (p < 0.05). There were forty-two differentially expressed genes and thirty-two differential metabolites associated with glucose and lipid metabolism enriched using KEGG and GO. In the S0 group, the expression of prostaglandin-endoperoxide synthase 1, prostaglandin E synthase 1, and thromboxane-2 synthase mRNA was significantly higher than in the S0.1 group (p < 0.05). The expression levels of genes in the S0 group were significantly higher than those in the S0.1 group (p < 0.05), including for glycogen synthase kinase, glucose-6-phosphatase catalytic subunit 2, fructose-1,6-bisphosphatase, phosphoenolpyruvate carboxykinase, glucose transporter 4, and malate dehydrogenase. The expression of mRNA such as fatty acid synthase, acetyl-CoA carboxylase, and sterol regulatory element-binding protein 1 was significantly lower in the S0.1 group than in the S0 group, while the expression of carnitine acyltransferase 1, acyl-CoA synthetase, and acyl-CoA dehydrogenase genes was significantly higher in the S0 group (p < 0.05). In summary, glycogen synthesis, gluconeogenesis, and the arachidonic acid metabolism pathway were inhibited by 0.1% steroidal saponins, and glycogenolysis, glycolysis, the tricarboxylic acid cycle, and the fatty acid β-oxidation pathway were activated. This study aims to provide a reference for the formulation of grouper feeds with a higher crude-lipid level.
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Affiliation(s)
- Hongjin Deng
- Laboratory of Aquatic Nutrition and Feed, College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China; (H.D.); (J.Z.); (Q.Y.); (X.D.); (S.X.); (W.L.); (B.T.)
| | - Guiqiong Chen
- Guangzhou Fishtech Biotechnology Co., Ltd., Guangzhou 510640, China;
| | - Jiacheng Zhang
- Laboratory of Aquatic Nutrition and Feed, College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China; (H.D.); (J.Z.); (Q.Y.); (X.D.); (S.X.); (W.L.); (B.T.)
| | - Qihui Yang
- Laboratory of Aquatic Nutrition and Feed, College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China; (H.D.); (J.Z.); (Q.Y.); (X.D.); (S.X.); (W.L.); (B.T.)
- Guangdong Engineering Technology Research Center of Aquatic Animals Precision Nutrition and High Efficiency Feed, Zhanjiang 524088, China
| | - Xiaohui Dong
- Laboratory of Aquatic Nutrition and Feed, College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China; (H.D.); (J.Z.); (Q.Y.); (X.D.); (S.X.); (W.L.); (B.T.)
- Guangdong Engineering Technology Research Center of Aquatic Animals Precision Nutrition and High Efficiency Feed, Zhanjiang 524088, China
| | - Shiwei Xie
- Laboratory of Aquatic Nutrition and Feed, College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China; (H.D.); (J.Z.); (Q.Y.); (X.D.); (S.X.); (W.L.); (B.T.)
- Guangdong Engineering Technology Research Center of Aquatic Animals Precision Nutrition and High Efficiency Feed, Zhanjiang 524088, China
| | - Weixing Liang
- Laboratory of Aquatic Nutrition and Feed, College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China; (H.D.); (J.Z.); (Q.Y.); (X.D.); (S.X.); (W.L.); (B.T.)
| | - Beiping Tan
- Laboratory of Aquatic Nutrition and Feed, College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China; (H.D.); (J.Z.); (Q.Y.); (X.D.); (S.X.); (W.L.); (B.T.)
- Guangdong Engineering Technology Research Center of Aquatic Animals Precision Nutrition and High Efficiency Feed, Zhanjiang 524088, China
| | - Shuyan Chi
- Laboratory of Aquatic Nutrition and Feed, College of Fisheries, Guangdong Ocean University, Zhanjiang 524088, China; (H.D.); (J.Z.); (Q.Y.); (X.D.); (S.X.); (W.L.); (B.T.)
- Guangdong Engineering Technology Research Center of Aquatic Animals Precision Nutrition and High Efficiency Feed, Zhanjiang 524088, China
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Peng F, Yu L, Zhang C, Liu Q, Yan K, Zhang K, Zheng Y, Liu W, Li Y, Fan J, Ding C. Analysis of serum metabolome of laborers exposure to welding fume. Int Arch Occup Environ Health 2023; 96:1029-1037. [PMID: 37243737 DOI: 10.1007/s00420-023-01987-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 05/18/2023] [Indexed: 05/29/2023]
Abstract
OBJECTIVE Welding fume exposure is inevitable of welding workers and poses a severe hazard to their health since welding is a necessary industrial process. Thus, preclinical diagnostic symptoms of worker exposure are of great importance. The aim of this study was to screen serum differential metabolites of welding fume exposure based on UPLC-QTOF-MS/MS. METHODS In 2019, 49 participants were recruited at a machinery manufacturing factory. The non-target metabolomics technique was used to clarify serum metabolic signatures in people exposed to welding fume. Differential metabolites were screened by OPLS-DA analysis and Student's t-test. The receiver operating characteristic curve evaluated the discriminatory power of differential metabolites. And the correlations between differential metabolites and metal concentrations in urine and whole blood were analyzed utilizing Pearson correlation analysis. RESULTS Thirty metabolites were increased significantly, and 5 metabolites were decreased. The differential metabolites are mainly enriched in the metabolism of arachidonic acid, glycero phospholipid, linoleic acid, and thiamine. These results observed that lysophosphatidylcholine (20:1/0:0) and phosphatidylglycerol(PGF1α/16:0) had a tremendous anticipating power with relatively increased AUC values (AUC > 0.9), and they also presented a significant correlation of Mo concentrations in whole blood and Cu concentrations in urine, respectively. CONCLUSION The serum metabolism was changed significantly after exposure to welding fume. Lysophosphatidylcholine (20:1/0:0) and phosphatidylglycerol (PGF1α/16:0) may be a potential biological mediator and biomarker for laborers exposure to welding fume.
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Affiliation(s)
- Fangda Peng
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Lijia Yu
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Chunmin Zhang
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Qicai Liu
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Kai Yan
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Kangfu Zhang
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Yuqiao Zheng
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Wubin Liu
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Yan Li
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China
| | - Jingguang Fan
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China.
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China.
| | - Chunguang Ding
- National Center for Occupational Safety and Health, NHC, Beijing, 102308, China.
- NHC Key Laboratory for Engineering Control of Dust Hazard, Beijing, 102308, China.
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Xu H, Xu S, Li L, Wu Y, Mai S, Xie Y, Tan Y, Li A, Xue F, He X, Li Y. Integrated metabolomics, network pharmacology and biological verification to reveal the mechanisms of Nauclea officinalis treatment of LPS-induced acute lung injury. Chin Med 2022; 17:131. [PMID: 36434729 PMCID: PMC9700915 DOI: 10.1186/s13020-022-00685-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 11/07/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Acute lung injury (ALI) is a severe inflammatory disease, underscoring the urgent need for novel treatments. Nauclea officinalis Pierre ex Pitard (Danmu in Chinese, DM) is effective in treating inflammatory respiratory diseases. However, there is still no evidence of its protective effect against ALI. METHODS Metabolomics was applied to identify the potential biomarkers and pathways in ALI treated with DM. Further, network pharmacology was introduced to predict the key targets of DM against ALI. Then, the potential pathways and key targets were further verified by immunohistochemistry and western blot assays. RESULTS DM significantly improved lung histopathological characteristics and inflammatory response in LPS-induced ALI. Metabolomics analysis showed that 16 and 19 differential metabolites were identified in plasma and lung tissue, respectively, and most of these metabolites tended to recover after DM treatment. Network pharmacology analysis revealed that the PI3K/Akt pathway may be the main signaling pathway of DM against ALI. The integrated analysis of metabolomics and network pharmacology identified 10 key genes. These genes are closely related to inflammatory response and cell apoptosis of lipopolysaccharide (LPS)-induced ALI in mice. Furthermore, immunohistochemistry and western blot verified that DM could regulate inflammatory response and cell apoptosis by affecting the PI3K/Akt pathway, and expression changes in Bax and Bcl-2 were also triggered. CONCLUSION This study first integrated metabolomics, network pharmacology and biological verification to investigate the potential mechanism of DM in treating ALI, which is related to the regulation of inflammatory response and cell apoptosis. And the integrated analysis can provide new strategies and ideas for the study of traditional Chinese medicines in the treatment of ALI.
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Affiliation(s)
- Han Xu
- grid.443397.e0000 0004 0368 7493Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Lab of R&D on Tropic Herbs, College of Pharmacy, Hainan Medical University, No. 3 Xueyuan Road, Hainan 571199 Haikou, People’s Republic of China
| | - Sicong Xu
- grid.443397.e0000 0004 0368 7493College of Biomedical Information and Engineering, Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Medical University, No. 3 Xueyuan Road, Haikou, 571199 Hainan People’s Republic of China
| | - Liyan Li
- grid.443397.e0000 0004 0368 7493Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Lab of R&D on Tropic Herbs, College of Pharmacy, Hainan Medical University, No. 3 Xueyuan Road, Hainan 571199 Haikou, People’s Republic of China
| | - Yuhuang Wu
- grid.443397.e0000 0004 0368 7493Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Lab of R&D on Tropic Herbs, College of Pharmacy, Hainan Medical University, No. 3 Xueyuan Road, Hainan 571199 Haikou, People’s Republic of China
| | - Shiying Mai
- grid.443397.e0000 0004 0368 7493Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Lab of R&D on Tropic Herbs, College of Pharmacy, Hainan Medical University, No. 3 Xueyuan Road, Hainan 571199 Haikou, People’s Republic of China
| | - Yiqiang Xie
- grid.443397.e0000 0004 0368 7493College of Chinese Medicine, Hainan Medical University, No. 3 Xueyuan Road, Haikou, 571199 Hainan People’s Republic of China
| | - Yinfeng Tan
- grid.443397.e0000 0004 0368 7493Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Lab of R&D on Tropic Herbs, College of Pharmacy, Hainan Medical University, No. 3 Xueyuan Road, Hainan 571199 Haikou, People’s Republic of China
| | - Ailing Li
- grid.443397.e0000 0004 0368 7493The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Av., Haikou, 571199 Hainan People’s Republic of China
| | - Fengming Xue
- grid.443397.e0000 0004 0368 7493The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Av., Haikou, 571199 Hainan People’s Republic of China
| | - Xiaoning He
- grid.443397.e0000 0004 0368 7493The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Av., Haikou, 571199 Hainan People’s Republic of China
| | - Yonghui Li
- grid.443397.e0000 0004 0368 7493Key Laboratory of Tropical Translational Medicine of Ministry of Education, Hainan Provincial Key Lab of R&D on Tropic Herbs, College of Pharmacy, Hainan Medical University, No. 3 Xueyuan Road, Hainan 571199 Haikou, People’s Republic of China ,grid.443397.e0000 0004 0368 7493The Second Affiliated Hospital of Hainan Medical University, 368 Yehai Av., Haikou, 571199 Hainan People’s Republic of China
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