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Liu F, Wang Q, Ye H, Du Y, Wang M, Guo Y, He S. Identification of STAT3 and MYC as critical ferroptosis-related biomarkers in septic cardiomyopathy: a bioinformatics and experimental study. J Mol Med (Berl) 2024:10.1007/s00109-024-02502-z. [PMID: 39557695 DOI: 10.1007/s00109-024-02502-z] [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: 09/12/2024] [Revised: 10/27/2024] [Accepted: 11/06/2024] [Indexed: 11/20/2024]
Abstract
Ferroptosis is the well-known mechanism of septic cardiomyopathy (SCM). Bioinformatics analysis was employed to identify ferroptosis-related SCM differentially expressed genes (DEG). DEGs' functional enrichment was explored. Weighted gene co-expression network analysis (WGCNA) was employed to form gene clusters. The identified hub genes, signal transducer and activator of transcription 3 (STAT3) and myelocytomatosis (MYC) were further evaluated by generating receiver operator characteristic (ROC) curves and a nomogram prediction model. Additionally, survival rate, cardiac damage markers, and cardiac function and ferroptosis markers were evaluated in septic mouse model. STAT3 and MYC levels were measured in SCM heart tissue via immunohistochemical (IHC) staining, real-time polymerase chain reaction (qPCR) and western blot analysis. Analysis identified 225 DEGs and revealed 22 intersected genes. Of the 7 hub genes, STAT3 and MYC showed enrichment in septic heart tissue and a strong predicative ability based on AUC values. Cardiac damage, iron metabolism, and lipid peroxidation occurred in the SCM model. By experiments, STAT3 and MYC expression was increased in the SCM model. Impairment was reversed with a ferroptosis inhibitor, Fer-1. As conclusion, STAT3 and MYC are related with ferroptosis and may serve as potential SCM predictor indicators. KEY MESSAGES: Septic cardiomyopathy (SCM) often leads to high mortality in septic patients, and the diagnostic criteria still remains unclear. Ferroptosis as the pathogenic mechanism of SCM could help predict its progression and clinical outcomes. STAT3 and MYC are related with ferroptosis and may serve as potential SCM predictor biomarkers.
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Affiliation(s)
- Fangyu Liu
- Beijing University of Chinese Medicine, Beijing, China
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
| | - Qian Wang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Haoran Ye
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
- Capital Medical University, Beijing, China
| | - Yuan Du
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
- Capital Medical University, Beijing, China
| | - Mingjiao Wang
- Beijing University of Chinese Medicine, Beijing, China
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
| | - Yuhong Guo
- Beijing University of Chinese Medicine, Beijing, China
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China
- Capital Medical University, Beijing, China
| | - Shasha He
- Beijing Hospital of Traditional Chinese Medicine, Capital Medical University, Beijing, China.
- Beijing Key Laboratory of Basic Research with Traditional Chinese Medicine on Infectious Diseases, Beijing, China.
- Beijing Institute of Chinese Medicine, Beijing, China.
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Han Z, Quan Z, Zeng S, Wen L, Wang H. Utilizing omics technologies in the investigation of sepsis-induced cardiomyopathy. IJC HEART & VASCULATURE 2024; 54:101477. [PMID: 39171080 PMCID: PMC11334652 DOI: 10.1016/j.ijcha.2024.101477] [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: 05/09/2024] [Revised: 07/21/2024] [Accepted: 07/24/2024] [Indexed: 08/23/2024]
Abstract
Sepsis-induced cardiomyopathy (SIC) is a common and high-mortality complication among critically ill patients. Uncertainties persist regarding the pathogenesis, pathophysiology, and diagnosis of SIC, underscoring the necessity to investigate potential biological mechanisms. With the rise of omics technologies, leveraging their high throughput and big data advantages, a systems biology perspective is employed to study the biological processes of SIC. This approach aids in gaining a better understanding of the disease's onset, progression, and outcomes, ultimately providing improved guidance for clinical practices. This review summarizes the currently applied omics technologies, omics studies related to SIC, and relevant omics databases.
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Affiliation(s)
- Zheng Han
- Harbin Medical University Graduate School, Harbin Medical University, Heilongjiang Province, Harbin 150086, China
| | - Zhen Quan
- Harbin Medical University Graduate School, Harbin Medical University, Heilongjiang Province, Harbin 150086, China
| | - Siyao Zeng
- Harbin Medical University Graduate School, Harbin Medical University, Heilongjiang Province, Harbin 150086, China
| | - Lianghe Wen
- Department of Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Heilongjiang Province, Harbin 150086, China
| | - Hongliang Wang
- Department of Critical Care Medicine, The Second Affiliated Hospital of Harbin Medical University, Heilongjiang Province, Harbin 150086, China
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Li X, Zhang Z, Zhang X, Yin Y, Yuan X, You X, Wu J. Echinacoside Prevents Sepsis-Induced Myocardial Damage via Targeting SOD2. J Med Food 2024; 27:123-133. [PMID: 38100058 DOI: 10.1089/jmf.2023.k.0222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2024] Open
Abstract
Echinacoside (ECH) is a prominent naturally occurring bioactive compound with effects of alleviating myocardial damage. We aimed to explore the beneficial effects of ECH against sepsis-induced myocardial damage and elucidate the potential mechanism. Echocardiography and Masson staining demonstrated that ECH alleviates cardiac function and fibrosis in the cecal ligation and puncture (CLP) model. Transcriptome profiling and network pharmacology analysis showed that there are 51 overlapping targets between sepsis-induced myocardial damage and ECH. Subsequently, chemical carcinogenesis-reactive oxygen species (ROS) were enriched in multiple targets. Wherein, SOD2 may be the potential target of ECH on sepsis-induced myocardial damage. Polymerase chain reaction results showed that ECH administration could markedly increase the expression of SOD2 and reduce the release of ROS. Combined with injecting the inhibitor of SOD2, the beneficial effect of ECH on mortality, cardiac function, and fibrosis was eliminated, and release of ROS was increased after inhibiting SOD2. ECH significantly alleviated myocardial damage in septic mice, and the therapeutic mechanism of ECH is achieved by upregulating SOD2 which decreased the release of ROS.
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Affiliation(s)
- Xin Li
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
- School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology (USST), Shanghai, China
| | - Zuojing Zhang
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Xiaoxuan Zhang
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
- Department of Pharmacy, School of Medicine, Shanghai University, Shanghai 200444, China
| | - Yibo Yin
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
| | - Xinru Yuan
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
- Department of Pharmacy, School of Medicine, Shanghai University, Shanghai 200444, China
| | - Xingji You
- Department of Pharmacy, School of Medicine, Shanghai University, Shanghai 200444, China
| | - Jingxiang Wu
- Department of Anesthesiology, Shanghai Chest Hospital, Shanghai Jiao Tong University, School of Medicine, Shanghai, China
- School of Medical Instrument and Food Engineering, University of Shanghai for Science and Technology (USST), Shanghai, China
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Zou HX, Hu T, Zhao JY, Qiu BQ, Zou CC, Xu QR, Liu JC, Lai SQ, Huang H. Exploring Dysregulated Ferroptosis-Related Genes in Septic Myocardial Injury Based on Human Heart Transcriptomes: Evidence and New Insights. J Inflamm Res 2023; 16:995-1015. [PMID: 36923465 PMCID: PMC10010745 DOI: 10.2147/jir.s400107] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 02/25/2023] [Indexed: 03/18/2023] Open
Abstract
Introduction Sepsis is currently a common condition in emergency and intensive care units, and is defined as life-threatening organ dysfunction caused by a dysregulated host response to infection. Cardiac dysfunction caused by septic myocardial injury (SMI) is associated with adverse prognosis and has significant economic and human costs. The pathophysiological mechanisms underlying SMI have long been a subject of interest. Recent studies have identified ferroptosis, a form of programmed cell death associated with iron accumulation and lipid peroxidation, as a pathological factor in the development of SMI. However, the current understanding of how ferroptosis functions and regulates in SMI remains limited, particularly in the absence of direct evidence from human heart. Methods We performed a sequential comprehensive bioinformatics analysis of human sepsis cardiac transcriptome data obtained through the GEO database. The lipopolysaccharide-induced mouse SMI model was used to validate the ferroptosis features and transcriptional expression of key genes. Results We identified widespread dysregulation of ferroptosis-related genes (FRGs) in SMI based on the human septic heart transcriptomes, deeply explored the underlying biological mechanisms and crosstalks, followed by the identification of key functional modules and hub genes through the construction of protein-protein interaction network. Eight key FRGs that regulate ferroptosis in SMI, including HIF1A, MAPK3, NOX4, PPARA, PTEN, RELA, STAT3 and TP53, were identified, as well as the ferroptosis features. All the key FRGs showed excellent diagnostic capability for SMI, part of them was associated with the prognosis of sepsis patients and the immune infiltration in the septic hearts, and potential ferroptosis-modulating drugs for SMI were predicted based on key FRGs. Conclusion This study provides human septic heart transcriptome-based evidence and brings new insights into the role of ferroptosis in SMI, which is significant for expanding the understanding of the pathobiological mechanisms of SMI and exploring promising diagnostic and therapeutic targets for SMI.
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Affiliation(s)
- Hua-Xi Zou
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
- Institute of Cardiovascular Diseases, Jiangxi Academy of Clinical Medical Sciences, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
| | - Tie Hu
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
- Institute of Cardiovascular Diseases, Jiangxi Academy of Clinical Medical Sciences, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
| | - Jia-Yi Zhao
- Institute of Cardiovascular Diseases, Jiangxi Academy of Clinical Medical Sciences, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
- Medical Innovation Experimental Program, Huan Kui College, Nanchang University, Nanchang, People’s Republic of China
| | - Bai-Quan Qiu
- Institute of Cardiovascular Diseases, Jiangxi Academy of Clinical Medical Sciences, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
- Department of Cardiovascular Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
| | - Chen-Chao Zou
- Institute of Cardiovascular Diseases, Jiangxi Academy of Clinical Medical Sciences, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
- Department of Cardiovascular Surgery, The Second Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
| | - Qi-Rong Xu
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
| | - Ji-Chun Liu
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
- Institute of Cardiovascular Diseases, Jiangxi Academy of Clinical Medical Sciences, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
| | - Song-Qing Lai
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
- Institute of Cardiovascular Diseases, Jiangxi Academy of Clinical Medical Sciences, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
| | - Huang Huang
- Department of Cardiovascular Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
- Institute of Cardiovascular Diseases, Jiangxi Academy of Clinical Medical Sciences, The First Affiliated Hospital of Nanchang University, Nanchang, People’s Republic of China
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