鉴定主动脉夹层中的关键铁死亡基因
To Identify the Key Ferroptosis Genes in Aortic Dissection
DOI: 10.12677/ACM.2023.1351090, PDF,   
作者: 陶 艳:青岛大学附属医院心脏超声科,山东 青岛
关键词: 主动脉夹层铁死亡生物信息学关键基因Aortic Dissection Ferroptosis Bioinformatics Key Genes
摘要: 目的:生信分析结合组织验证以鉴定主动脉夹层(aortic dissection, AD)中的关键铁死亡基因。方法:Limma筛选正常主动脉和AD主动脉间的差异表达基因(differentially expressed genes, DEGs)。基因本体论(gene ontology, GO)和京都基因和基因组百科全书(Kyoto Encyclopedia of Genes and Genomes, KEGG)富集分析预测DEGs在AD中的功能和代谢过程。DEGs与铁死亡相关基因(ferroptosis-related genes, FRGs)数据库FerrDB取交集得到差异表达的铁死亡相关基因(differentially expressed ferrop-tosis-related genes, DEFRGs)。构建AD小鼠模型,验证前4个DEFRGs。结果:正常主动脉样本和AD主动脉样本间存在774个DEGs。DEGs与酶活性、细胞亚结构及糖脂代谢等相关。DEGs与FerrDB数据库交集出17个DEFRGs。通过构建AD小鼠模型,进一步鉴定了DEFRGs中的前4个关键基因,它们分别是雷帕霉素靶蛋白,Mammalian Target of Rapamycin (MTOR)、脂质运载蛋白2,Lipocalin-2 (LCN2)、DNA损伤诱导转录因子4,DNA damage-inducing transcription factor 4 (DDIT4)和淋巴特异性解旋酶,Lymphoid-specific helicase (HELLS)。其中MTOR、LCN2在AD小鼠主动脉中上调,DDIT4在AD小鼠主动脉中下调而HELLS在AD小鼠主动脉和正常主动脉间无变化。结论:铁死亡是AD发展中必不可少的病理过程之一,一些DEFRGs通过介导细胞铁死亡来影响AD的进展。这一发现更深入地认识了AD的致病机制和分子靶点。
Abstract: Objective: To identify the key ferroptosis genes in aortic dissection (AD) by bioinformatics analysis combined with tissue validation. Methods: Limma screened differentially expressed genes (DEGs) between normal aorta and AD aorta. Gene ontology (GO) and Kyoto Encyclopedia of Genes and Ge-nomes (KEGG) enrichment analysis were used to predict the potential functions and metabolic pro-cesses of DEGs in AD. Differentially expressed ferroptosis-related genes (DEFRGs) were determined by intersection of DEGs and FerrDB, which is a database of ferroptosis-related genes (FRGs). AD mouse models were constructed to validate the first four DEFRGs. Results: The analysis indicated that there were 774 DEGs between normal aortic samples and AD aortic samples. DEGs were related to enzyme activity, cell substructure and glucose and lipid metabolism. Seventeen DEFRGs were obtained by intersectional analysis of DEGs and FerrDB database. By constructing an AD mouse model, we further identified the top four key genes in DEFRGs. They are Mammalian Target of Ra-pamycin (MTOR), Lipocalin-2 (LCN2) and DNA damage inducing transcription factor 4 (DDIT4) and Lymphoid-specific helicase (HELLS). Among them, MTOR and LCN2 were up-regulated in AD mouse aorta, DDIT4 was down-regulated in AD mouse aorta, while HELLS had no change between AD mouse aorta and normal aorta. Conclusion: These results suggested that ferroptosis is one of the essential pathological processes in AD and that several DEFRGs affect the progression of AD by me-diating cell ferroptosis. This finding provides deeper insights into the pathogenesis and molecular targets of AD.
文章引用:陶艳. 鉴定主动脉夹层中的关键铁死亡基因[J]. 临床医学进展, 2023, 13(5): 7799-7808. https://doi.org/10.12677/ACM.2023.1351090

参考文献

[1] Mussa, F.F., et al. (2016) Acute Aortic Dissection and Intramural Hematoma. JAMA, 316, 754-763. [Google Scholar] [CrossRef] [PubMed]
[2] Stombaugh, D.K. and Mangunta, V.R. (2022) Aortic Dissection. Anesthesiology Clinics, 40, 685-703. [Google Scholar] [CrossRef] [PubMed]
[3] Landenhed, M., Engstrom, G., Gottsater, A., et al. (2015) Risk Profiles for Aortic Dissection and Ruptured or Surgically Treated Aneurysms: A Prospective Cohort Study. Journal of the American Heart Association, 4, e001513. [Google Scholar] [CrossRef
[4] Suzuki, Y., Kaneko, H., Yano, Y., et al. (2022) Dose-Dependent Relationship of Blood Pressure and Glycaemic Status with Risk of Aortic Dissection and Aneurysm. European Journal of Preventive Cardiology, 29, 2338-2346. [Google Scholar] [CrossRef] [PubMed]
[5] Pape, L.A., Awais, M., Woznicki, E.M., et al. (2015) Presentation, Diagnosis, and Outcomes of Acute Aortic Dissection: 17-Year Trends from the International Registry of Acute Aortic Dissection. Journal of the American College of Cardiology, 66, 350-358.
[6] Sen, I., Erben, Y.M., Franco-Mesa, C., et al. (2021) Epidemiology of Aortic Dissection. Seminars in Vascular Surgery, 34, 10-17. [Google Scholar] [CrossRef] [PubMed]
[7] Li, N., Yi, X., He, Y., et al. (2022) Targeting Ferroptosis as a Novel Approach to Alleviate Aortic Dissection. International Journal of Biological Sciences, 18, 4118-4134. [Google Scholar] [CrossRef] [PubMed]
[8] Clément, M., Chappell, J., Raffort, J., et al. (2019) Vascular Smooth Mus-cle Cell Plasticity and Autophagy in Dissecting Aortic Aneurysms. Arteriosclerosis, Thrombosis, and Vascular Biology, 39, 1149-1159. [Google Scholar] [CrossRef
[9] Duan, H., Zhang, X., Song, R., et al. (2020) Upregulation of miR-133a by Adiponectin Inhibits Pyroptosis Pathway and Rescues Acute Aortic Dissection. Acta Biochimica et Bio-physica Sinica, 52, 988-997. [Google Scholar] [CrossRef] [PubMed]
[10] Chen, Y., Yi, X., Huo, B., et al. (2022) BRD4770 Functions as a Novel Ferroptosis Inhibitor to Protect against Aortic Dissection. Pharmacological Research, 177, Article ID: 106122. [Google Scholar] [CrossRef] [PubMed]
[11] Chen, X., Kang, R., Kroemer, G., et al. (2021) Ferroptosis in In-fection, Inflammation, and Immunity. Journal of Experimental Medicine, 218, e20210518. [Google Scholar] [CrossRef] [PubMed]
[12] Ye, Y., Chen, A., Li, L., et al. (2022) Repression of the Antiporter SLC7A11/Glutathione/Glutathione Peroxidase 4 Axis Drives Ferroptosis of Vascular Smooth Muscle Cells to Facilitate Vascular Calcification. Kidney International, 102, 1259-1275. [Google Scholar] [CrossRef] [PubMed]
[13] Ritchie, M.E., Phipson, B., Wu, D., et al. (2015) Limma Powers Differential Expression Analyses for RNA-Sequencing and Microarray Studies. Nucleic Acids Research, 43, e47. [Google Scholar] [CrossRef] [PubMed]
[14] Chakraborty, A., Li, Y., Zhang, C., et al. (2022) Programmed Cell Death in Aortic Aneurysm and Dissection: A Potential Therapeutic Target. The Journal of Molecular and Cellular Cardiology, 163, 67-80. [Google Scholar] [CrossRef] [PubMed]
[15] Han, L., Dai, L., Zhao, Y.-F., et al. (2018) CD40L Promotes De-velopment of Acute Aortic Dissection via Induction of Inflammation and Impairment of Endothelial Cell Function. Aging (Albany NY), 10, 371-385. [Google Scholar] [CrossRef] [PubMed]
[16] Wu, D., Ren, P., Zheng, Y., et al. (2017) NLRP3 (Nucleotide Oli-gomerization Domain-Like Receptor Family, Pyrin Domain Containing 3)-Caspase-1 Inflammasome Degrades Contrac-tile Proteins: Implications for Aortic Biomechanical Dysfunction and Aneurysm and Dissection Formation. Arterioscle-rosis Thrombosis and Vascular Biology, 37, 694-706. [Google Scholar] [CrossRef
[17] Zhang, L., Liao, M.F., Tian, L., et al. (2011) Overexpression of Interleukin-1β and Interferon-γ in Type I Thoracic Aortic Dissections and Ascending Thoracic Aortic Aneurysms: Possible Correlation with Matrix Metalloproteinase-9 Expression and Apoptosis of Aortic Media Cells. European Jour-nal of Cardio-Thoracic Surgery, 40, 17-22. [Google Scholar] [CrossRef] [PubMed]
[18] Xiao, T., Zhang, L., Huang, Y., et al. (2019) Sestrin2 Increases in Aortas and Plasma from Aortic Dissection Patients and Alleviates Angiotensin II-Induced Smooth Muscle Cell Apopto-sis via the Nrf2 Pathway. Life Sciences, 218, 132- 138. [Google Scholar] [CrossRef] [PubMed]
[19] Lu, H.-Y., Hsu, H.-L., Li, C.-H., et al. (2021) Hydrogen Sulfide Attenuates Aortic Remodeling in Aortic Dissection Associating with Moderated Inflammation and Oxidative Stress through a NO-Dependent Pathway. Antioxidants, 10, Article No. 682. [Google Scholar] [CrossRef] [PubMed]
[20] Salmon, M., Gomez, D., Greene, E., et al. (2012) Cooperative Bind-ing of KLF4, pELK-1, and HDAC2 to a G/C Repressor Element in the SM22alpha Promoter Mediates Transcriptional Silencing during SMC Phenotypic Switching in Vivo. Circulation Research, 111, 685-696. [Google Scholar] [CrossRef
[21] Zhang, J., Liu, F., He, Y.-B., et al. (2020) Polycystin-1 Downregulation Induced Vascular Smooth Muscle Cells Phenotypic Alteration and Extracellular Matrix Remodeling in Thoracic Aortic Dissection. Frontiers in Physiology, 11, Article ID: 548055. [Google Scholar] [CrossRef] [PubMed]
[22] Chen, X., Li, J., Kang, R., et al. (2021) Ferroptosis: Machinery and Regulation. Autophagy, 17, 2054-2081. [Google Scholar] [CrossRef] [PubMed]
[23] Shimizu, K., Mitchell, R.N. and Libby, P. (2006) Inflamma-tion and Cellular Immune Responses in Abdominal Aortic Aneurysms. Arteriosclerosis, Thrombosis, and Vascular Bi-ology, 26, 987-994. [Google Scholar] [CrossRef
[24] Golledge, J., Tsao, P.S., Dalman, R.L., et al. (2008) Circulating Markers of Abdominal Aortic Aneurysm Presence and Progression. Circulation, 118, 2382-2392. [Google Scholar] [CrossRef
[25] Guo, L.L., Wu, M.T., Zhang, L.W., et al. (2020) Blocking Interleukin-1 Beta Reduces the Evolution of Thoracic Aortic Dissection in a Rodent Model. European Journal of Vascular and Endovascular Surgery, 60, 916-924. [Google Scholar] [CrossRef] [PubMed]
[26] Jiang, Y.F., Guo, L.L., Zhang, L.W., et al. (2019) Local Upregula-tion of Interleukin-1 Beta in Aortic Dissecting Aneurysm: Correlation with Matrix Metalloproteinase-2,9 Expression and Biomechanical Decrease. Interdisciplinary CardioVascular and Thoracic Surgery, 28, 344-352. [Google Scholar] [CrossRef] [PubMed]
[27] Xu, C., Sun, S., Johnson, T., et al. (2021) The Glutathione Peroxidase Gpx4 Prevents Lipid Peroxidation and Ferroptosis to Sustain Treg Cell Activation and Suppression of Antitumor Im-munity. Cell Reports, 35, Article ID: 109235. [Google Scholar] [CrossRef] [PubMed]
[28] Yuan, S.M. (2019) Profiles and Predictive Values of Interleu-kin-6 in Aortic Dissection: A Review. Brazilian Journal of Cardiovascular Surgery, 34, 596-604. [Google Scholar] [CrossRef] [PubMed]
[29] Zhang, Z., Tang, J., Song, J., et al. (2022) Elabela Alleviates Ferroptosis, Myocardial Remodeling, Fibrosis and Heart Dysfunction in Hypertensive Mice by Modulating the IL-6/STAT3/GPX4 Signaling. Free Radical Biology and Medicine, 181, 130-142. [Google Scholar] [CrossRef] [PubMed]
[30] Gao, M., Monian, P., Quadri, N., et al. (2015) Glutami-nolysis and Transferrin Regulate Ferroptosis. Molecular Cell, 59, 298-308. [Google Scholar] [CrossRef] [PubMed]
[31] Yang, W.S. and Stockwell, B.R. (2008) Synthetic Lethal Screening Identifies Compounds Activating Iron-Dependent, Nonapoptotic Cell Death in Oncogenic-RAS-Harboring Cancer Cells. Chemistry & Biology, 15, 234-245. [Google Scholar] [CrossRef] [PubMed]
[32] Zhong, X., Wu, Q., Wang, Z., et al. (2022) Iron Deficiency Exacerbates Aortic Medial Degeneration by Inducing Excessive Mitochondrial Fission. Food & Function, 13, 7666-7683. [Google Scholar] [CrossRef
[33] Li, B., Wang, Z., Hong, J., et al. (2021) Iron Deficiency Promotes Aor-tic Medial Degeneration via Destructing Cytoskeleton of Vascular Smooth Muscle Cells. Clinical and Translational Medicine, 11, e276. [Google Scholar] [CrossRef] [PubMed]
[34] Hua, H., Kong, Q., Zhang, H., et al. (2019) Targeting mTOR for Cancer Therapy. Journal of Hematology Oncology, 12, Article No. 71. [Google Scholar] [CrossRef] [PubMed]
[35] Hayashi-Hori, M., Aoki, H., Matsukuma, M., et al. (2020) Ther-apeutic Effect of Rapamycin on Aortic Dissection in Mice. International Journal of Molecular Sciences, 21, 3341. [Google Scholar] [CrossRef] [PubMed]
[36] Li, G., Wang, M., Caulk, A.W., et al. (2020) Chronic mTOR Activation Induces a Degradative Smooth Muscle Cell Phenotype. Journal of Clinical Investigation, 130, 1233-1251. [Google Scholar] [CrossRef
[37] Zhou, B., Li, W., Zhao, G., et al. (2019) Rapamycin Prevents Thoracic Aortic Aneurysm and Dissection in Mice. Journal of Vascular Surgery, 69, 921-932.e3. [Google Scholar] [CrossRef] [PubMed]
[38] He, C., Jiang, B., Wang, M., et al. (2022) mTOR Inhibition Prevents Angiotensin II-Induced Aortic Rupture and Pseudoaneurysm but Promotes Dissection in Apoe-Deficient Mice. JCI In-sight, 7, e155815. [Google Scholar] [CrossRef] [PubMed]
[39] Han, D., Jiang, L., Gu, X., et al. (2020) SIRT3 Deficiency Is Re-sistant to Autophagy-Dependent Ferroptosis by Inhibiting the AMPK/mTOR Pathway and Promoting GPX4 Levels. Journal of Cellular Physiology, 235, 8839-8851. [Google Scholar] [CrossRef] [PubMed]
[40] Zhang, Z., Zhu, H., Zhao, C., et al. (2023) DDIT4 Promotes Malignancy of Head and Neck Squamous Cell Carcinoma. Molecular Carcinogenesis, 62, 332-347. [Google Scholar] [CrossRef] [PubMed]
[41] Luo, T., Chen, S.S., Ruan, Y., et al. (2023) Downregulation of DDIT4 Ameliorates Abnormal Behaviors in Autism by Inhibiting Ferroptosis via the PI3K/Akt Pathway. Biochemical and Bio-physical Research Communications, 641, 168-176. [Google Scholar] [CrossRef] [PubMed]
[42] Yao, F., Deng, Y., Zhao, Y., et al. (2021) A Targetable LIFR-NF-κB-LCN2 Axis Controls Liver Tumorigenesis and Vulnerability to Ferroptosis. Nature Communications, 12, Article No. 7333. [Google Scholar] [CrossRef] [PubMed]
[43] Song, E., Jahng, J.W., Chong, L.P., et al. (2017) Lipocalin-2 Induces NLRP3 Inflammasome Activation via HMGB1 Induced TLR4 Signaling in Heart Tissue of Mice under Pressure Overload Challenge. American Journal of Translational Research, 9, 2723-2735.