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Salah A, Bouzid F, Dhouib W, Benmarzoug R, Triki N, Rebai A, Kharrat N. Integrative Bioinformatics Approaches to Uncover Hub Genes and Pathways Involved in Cardiovascular Diseases. Cell Biochem Biophys 2024; 82:2107-2127. [PMID: 38809349 DOI: 10.1007/s12013-024-01319-4] [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] [Accepted: 05/15/2024] [Indexed: 05/30/2024]
Abstract
Cardiovascular diseases (CVD) represent a significant global health challenge resulting from a complex interplay of genetic, environmental, and lifestyle factors. However, the molecular pathways and genetic factors involved in the onset and progression of CVDs remain incompletely understood. Here, we performed an integrative bioinformatic analysis to highlight specific genes and signaling pathways implicated in the pathogenesis of 80 CVDs. Differentially expressed genes (DEGs) were identified through the integrated analysis of microarray and GWAS datasets. Then, hub genes were identified after gene ontology functional annotation analysis and protein-protein internet (PPI) analysis. In addition, pathways were identified through KEGG and gene ontology enrichment analyses. A total of 821 hub genes related to 80 CVDs were identified, including 135 common and frequent CVD-associated genes. TNF, IL6, VEGFA, and TGFB.1 genes were the central core genes expressed in 50% or more of CVDs, confirming that the inflammation is a key pathological feature of CVDs. Analysis of hub genes by KEGG enrichment revealed predominant enrichment in 201 KEGG pathways, of which the AGE-RAGE signaling pathway in diabetic complications was identified as the common key KEGG implicated in 62 CVDs. In addition, the outcomes showed an overrepresentation in pathways categorized under human diseases, particularly in the subcategories of infectious diseases and cancers, which may be common risk factors for CVDs. In conclusion, this powerful approach for in silico fine-mapping of genes and pathways allowed the identification of determinant hubs genes and pathways implicated in the pathogenesis of CVDs which could be employed in developing more targeted and effective interventions for preventing, diagnosing, and treating CVDs. The function of these hub genes in CVDs needs further exploration to elucidate their biological characteristics.
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Affiliation(s)
- Awatef Salah
- Laboratory of Molecular and Cellular Screening Processes, Centre of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia.
| | - Fériel Bouzid
- Laboratory of Molecular and Cellular Screening Processes, Centre of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia
| | - Wala Dhouib
- Laboratory of Molecular and Cellular Screening Processes, Centre of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia
| | - Riadh Benmarzoug
- Laboratory of Molecular and Cellular Screening Processes, Centre of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia
| | - Nesrine Triki
- Laboratory of Molecular and Cellular Screening Processes, Centre of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia
| | - Ahmed Rebai
- Laboratory of Molecular and Cellular Screening Processes, Centre of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia
| | - Najla Kharrat
- Laboratory of Molecular and Cellular Screening Processes, Centre of Biotechnology of Sfax, University of Sfax, Sfax, Tunisia
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Xu T, Zhang Y, Liu H, Shi X, Liu Y. BPA exposure and Se deficiency caused spleen damage in chickens by nitrification stress-TNF-α. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 367:121994. [PMID: 39083939 DOI: 10.1016/j.jenvman.2024.121994] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 07/14/2024] [Accepted: 07/24/2024] [Indexed: 08/02/2024]
Abstract
With the increasing production and demand of plastic products in life, inescapable bisphenol A (BPA) exposure results in a threat to the health of organisms. Selenium (Se) is an essential trace element for living organisms. The insufficient Se intake can cause multi-tissue organ damage. In the process of production and life, the exposure of BPA is usually accompanied by Se deficiency. In this study, the models of chicken with BPA exposure and/or Se deficiency was duplicated, the status of nitrification stress, apoptosis, necroptosis, and changes in TNF-α/FADD signaling pathways in chicken spleen were examined. At the same time, nitrification stress inhibitor and TNF-α inhibitor were introduced into MSB-1 cell model tests in vitro, indicating that BPA exposure and Se deficiency up-regulated TNF-α/FADD signaling pathway through nitrification stress, inducing necroptosis and apoptosis, and heat shock protein was also involved in this process. This study provides a new control idea for healthy poultry breeding based on Se, and also provides a new reference for toxicity control of environmental pollutants.
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Affiliation(s)
- Tong Xu
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, 150030, China
| | - Yilei Zhang
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, 150030, China
| | - Huanyi Liu
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, 150030, China
| | - Xu Shi
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, 150030, China
| | - Yanyan Liu
- College of Veterinary Medicine, Northeast Agricultural University, Harbin, 150030, China.
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Yildiz Deniz G, Geyikoglu F, Altun S. The regulatory effects of pomiferin dietary on nickel-induced hepatic injury in Sprague-Dawley rats; action mechanisms and signaling pathways. Toxicol Mech Methods 2024; 34:484-494. [PMID: 38223921 DOI: 10.1080/15376516.2023.2301667] [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] [Received: 07/29/2023] [Accepted: 12/20/2023] [Indexed: 01/16/2024]
Abstract
The new technological applications of nickel (Ni) raise concerns over its harmful effects on the environment and human health. Pomiferin isolated from Osage orange is evaluated in in vitro and in vivo laboratory bioassays. This study focused the effects of pomiferin on Ni-caused hepatic injury and its underlying mechanisms. With this aim, Sprague-Dawley rats received 10 mg/kg nickel chloride (NiCl2) for 7 d by intraperitoneal injections. Pomiferin was given orally once a day at different doses (75, 150, and 300 mg/kg) for 20 d after exposure to NiCl2. Animals were anesthetized and livers were carefully collected to evaluate oxidative stress, inflammation, vascular injury, and hepatic function. Also, immunofluorescence analysis of apoptosis and DNA damage was performed on rat hepatic tissues. NiCl2 increased MDA production while reducing SOD, CAT, and GPx activity. NiCl2 induced the production of inflammatory cytokines and also platelet activation in hepatic tissue. Moreover, there were significant increases in AST, ALT, and LDH levels. NiCl2 also caused significant pathological changes in hepatic. Additionally, it remarkably induced up-regulations of apoptotic marker and 8-OHdG expressions by immunofluorescence labeling in liver cells. Whereas, pomiferin significantly attenuated lipid peroxidation and increased antioxidant defense system in liver. Also, the use of pomiferin prevented deregulated inflammatory process by signaling pathways nuclear factor kappa B (NFκB)/COX-2/TNF-α/IL-1β/IL-6. In addition, pomiferin diminished histopathologic evidence of hepatic toxicity and significantly lower expressions of caspase 3 and 8-OHdG were observed in liver cells. Pomiferin seems to counteract the deleterious effects of NiCl2 on hepatic tissue through different cellular and signaling mechanisms.
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Affiliation(s)
| | - Fatime Geyikoglu
- Biology Department, Faculty of Sciences, Atatürk University, Erzurum, Turkey
| | - Serdar Altun
- Pathology Department, Faculty of Veterinary Medicine, Ataturk University, Erzurum, Turkey
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Fang Z, Tong X, Shi G, Chen W, Li Q. MicroRNA-31 regulates TNF-α and IL-17A co-induced-endothelial cell apoptosis by repressing E2F6. Biochem Biophys Res Commun 2023; 666:76-82. [PMID: 37178508 DOI: 10.1016/j.bbrc.2023.05.012] [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: 04/13/2023] [Revised: 04/28/2023] [Accepted: 05/02/2023] [Indexed: 05/15/2023]
Abstract
Vascular endothelial cell (VEC) apoptosis is the fundamental cause of pulmonary arterial hypertension. MicroRNA-31 (MiR-31) is a novel target for hypertension treatment. However, the role and mechanism of miR-31 in the apoptosis of VECs remain unclear. The purpose of this study is to determine whether miR-31 plays an important role in VEC apoptosis as well as the detailed mechanisms involved. We found that pro-inflammatory cytokines IL-17A and TNF-α were highly expressed in serum and aorta, and the expression of miR-31 was significantly increased in aortic intimal tissue from Angiotensin II (AngII)- induced hypertensive mice (WT-AngII) compared with control mice (WT-NC). In vitro, co-stimulation of VECs with IL-17A and TNF-α resulted in increased expression of miR-31 and VEC apoptosis. MiR-31 inhibition strikingly decreased TNF-α and IL-17A co-induced VEC apoptosis. Mechanistically, in IL-17A and TNF-α co-stimulated VECs (co-induced VECs), we found that the activation of the NF-κB signal effectively increased the expression of miR-31. Dual-luciferase reporter gene assay revealed that miR-31 directly targeted and inhibited the expression of the E2F transcription factor 6 (E2F6). The expression of E2F6 was decreased in Co-induced VECs. MiR-31 inhibition significantly alleviated the decreased expression of E2F6 in co-induced VECs. Consistent with the co-stimulated effect of IL-17A and TNF-α on VECs, transfection of siRNA E2F6 induced cell apoptosis without the stimulation of the above cytokines. In conclusion, TNF-α and IL-17A generated in the aortic vascular tissue and serum from Ang II-induced hypertensive mice could trigger VECs apoptosis by the miR-31/E2F6 axis. To sum up, our study suggests that the key factor between cytokine co-stimulation effect and VEC apoptosis was miR-31/E2F6 axis, which was mainly regulated by NF-қB signaling pathway. This gives us a new sight to treat hypertension-associated VR.
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Affiliation(s)
- Zilong Fang
- Medical School, Kunming University of Science and Technology, Kunming, 650500, PR China; The Department of Cardiovascular Medicine, State Key Laboratory of Medical Genomics, Shanghai Key Laboratory of Hypertension, Ruijin Hospital, Shanghai Institute of Hypertension, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, PR China
| | - Xinran Tong
- The Department of Cardiovascular Medicine, State Key Laboratory of Medical Genomics, Shanghai Key Laboratory of Hypertension, Ruijin Hospital, Shanghai Institute of Hypertension, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, PR China
| | - Guangzheng Shi
- The Department of Cardiovascular Medicine, State Key Laboratory of Medical Genomics, Shanghai Key Laboratory of Hypertension, Ruijin Hospital, Shanghai Institute of Hypertension, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, PR China
| | - Wendong Chen
- The Department of Cardiovascular Medicine, State Key Laboratory of Medical Genomics, Shanghai Key Laboratory of Hypertension, Ruijin Hospital, Shanghai Institute of Hypertension, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, PR China
| | - Qun Li
- The Department of Cardiovascular Medicine, State Key Laboratory of Medical Genomics, Shanghai Key Laboratory of Hypertension, Ruijin Hospital, Shanghai Institute of Hypertension, Shanghai Jiao Tong University School of Medicine, Shanghai, 200025, PR China.
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Zhang C, Wang Y, Huang F, Zhang Y, Liu Y, Wang Q, Zhang X, Li B, Angwa L, Jiang Y, Gao Y. Fluoride induced metabolic disorder of endothelial cells. Toxicology 2023; 492:153530. [PMID: 37121536 DOI: 10.1016/j.tox.2023.153530] [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: 02/17/2023] [Revised: 04/22/2023] [Accepted: 04/26/2023] [Indexed: 05/02/2023]
Abstract
Endemic fluorosis is a global public health problem. Cardiovascular diseases caused by fluoride are closely related to endothelial cell injury. Metabolism disorder of endothelial cells (ECs) are recognized as the key factor of endothelial dysfunction which has been a hot topic in recent years. However, the toxic effect of fluoride on vascular endothelium has not been elucidated. The aim of this study was to explore the alteration of endothelial cell metabolites in Human Umbilical Vein Endothelial Cells (HUVECs) exposed to NaF using LC-MS/MS technique. The screening conditions were Variable Importance for the Projection (VIP) > 1 and P < 0.05. It was found that the expression of the metabolites Lumichrome and S-Methyl-5'-thioadenosine was upregulated and of the other metabolites, such as Creatine, L-Glutamate, Stearic acid was downregulated. Differential metabolites were found to be primarily related to FoxO、PI3K/Akt and apoptosis signaling pathways by Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis. From the perspective of metabolism, this study explored the possible mechanism of fluoride induced endothelial cell injury which providing theories and clues for subsequent studies.
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Affiliation(s)
- Chao Zhang
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China; Center for Chronic Disease Prevention and Control, Harbin Medical University, Harbin, People's Republic of China
| | - Yue Wang
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China; Center for Chronic Disease Prevention and Control, Harbin Medical University, Harbin, People's Republic of China
| | - Fengya Huang
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China; Center for Chronic Disease Prevention and Control, Harbin Medical University, Harbin, People's Republic of China
| | - Yaoyuan Zhang
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China; Center for Chronic Disease Prevention and Control, Harbin Medical University, Harbin, People's Republic of China
| | - Yunzhu Liu
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China
| | - Qingbo Wang
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China
| | - Xiaodi Zhang
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China
| | - Bingyun Li
- School of public health, Shantou University, Shantou, People's Republic of China
| | - Linet Angwa
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China
| | - Yuting Jiang
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China; Center for Chronic Disease Prevention and Control, Harbin Medical University, Harbin, People's Republic of China.
| | - Yanhui Gao
- Center for Endemic Disease Control, Chinese Center for Disease Control and Prevention, Harbin Medical University, Harbin, People's Republic of China; National Health Commission & Education Bureau of Heilongjiang Province, Key Laboratory of Etiology and Epidemiology, Harbin Medical University (23618504), Harbin, People's Republic of China; Heilongjiang Provincial Key Laboratory of Trace Elements and Human Health, Harbin Medical University, Harbin, People's Republic of China; Center for Chronic Disease Prevention and Control, Harbin Medical University, Harbin, People's Republic of China.
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Diaz Sanchez L, Sanchez-Aranguren L, Wang K, Spickett CM, Griffiths HR, Dias IHK. TNF-α-Mediated Endothelial Cell Apoptosis Is Rescued by Hydrogen Sulfide. Antioxidants (Basel) 2023; 12:antiox12030734. [PMID: 36978982 PMCID: PMC10045727 DOI: 10.3390/antiox12030734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 03/10/2023] [Accepted: 03/13/2023] [Indexed: 03/19/2023] Open
Abstract
Endothelial dysfunction is implicated in the development and aggravation of cardiovascular complications. Among the endothelium-released vasoactive factors, hydrogen sulfide (H2S) has been investigated for its beneficial effects on the vasculature through anti-inflammatory and redox-modulating regulatory mechanisms. Reduced H2S bioavailability is reported in chronic diseases such as cardiovascular disease, diabetes, atherosclerosis and preeclampsia, suggesting the value of investigating mechanisms, by which H2S acts as a vasoprotective gasotransmitter. We explored whether the protective effects of H2S were linked to the mitochondrial health of endothelial cells and the mechanisms by which H2S rescues apoptosis. Here, we demonstrate that endothelial dysfunction induced by TNF-α increased endothelial oxidative stress and induced apoptosis via mitochondrial cytochrome c release and caspase activation over 24 h. TNF-α also affected mitochondrial morphology and altered the mitochondrial network. Post-treatment with the slow-releasing H2S donor, GYY4137, alleviated oxidising redox state, decreased pro-caspase 3 activity, and prevented endothelial apoptosis caused by TNF-α alone. In addition, exogenous GYY4137 enhanced S-sulfhydration of pro-caspase 3 and improved mitochondrial health in TNF-α exposed cells. These data provide new insights into molecular mechanisms for cytoprotective effects of H2S via the mitochondrial-driven pathway.
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Affiliation(s)
- Lorena Diaz Sanchez
- Aston Medical School, College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, UK
| | - Lissette Sanchez-Aranguren
- Aston Medical School, College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, UK
| | - Keqing Wang
- Aston Medical School, College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, UK
| | - Corinne M. Spickett
- School of Biosciences, College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, UK
| | - Helen R. Griffiths
- Swansea Medical School, Swansea University, Singleton Park, Swansea SA2 8PP, UK
| | - Irundika H. K. Dias
- Aston Medical School, College of Health and Life Sciences, Aston University, Aston Triangle, Birmingham B4 7ET, UK
- Correspondence: ; Tel.: +0121-204-4678
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HUVECs affect HuT-78 cell apoptosis and cytokine production via the HIF-1α-PD-L1/PD-1 pathway under hypoxia. Int Immunopharmacol 2023; 118:110010. [PMID: 36924563 DOI: 10.1016/j.intimp.2023.110010] [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: 11/14/2022] [Revised: 02/24/2023] [Accepted: 03/06/2023] [Indexed: 03/17/2023]
Abstract
We investigated whether human umbilical vein endothelial cells (HUVECs) under hypoxic conditions can suppress the production of cytokines in Hut-78 cells via the HIF-1α/PD-L1/PD-1 pathway, and the intervention effect of Nivolumab. HUVECs and HuT-78 cells were monocultured or cocultured in a tri-gas incubator with or without Nivolumab pretreatment. Real-time PCR, western blotting, and protein chips were used. Transcriptional regulation of PD-L1 and PD-1 by HIF-1α was analyzed by ChIP-qPCR and luciferase reporter gene assays. Apoptosis was assessed by flow cytometry. In HuT-78 cells, hypoxic monoculture significantly increased the expression of HIF-1α, PD-1, IL-2, IL-4, IL-6, IL-8, IL-10, TNF-α, IFN-α, and Bax, decreased the expression of Bcl-2, and resulted in increased apoptosis. In comparison to hypoxic monoculture, hypoxic coculture significantly reduced the expression of IL-2, IL-4, IL-6, IL-8, IL-10, TNF-α, and IFN-α, as well as Bcl-2, in HuT-78 cells. Meanwhile, Bax expression was significantly increased with elevated apoptosis in HuT-78 cells. However, pretreatment with Nivolumab significantly antagonized the reduction in cytokines and the elevation in apoptosis in HuT-78 cells. Chip-qPCR and luciferase reporter gene assays demonstrated that hypoxia significantly increased the binding of HIF-1α to the upstream regulatory regions of PD-1 at -63 and -66 bp and PD-L1 at -571 bp, promoting their transcription. Therefore, HUVECs under hypoxia can reduce cytokine production and inhibit their own apoptosis in co-culture with HuT-78 cells via the HIF-1α/PD-L1/PD-1 pathway. These findings provide new clues for exploring the combined use of immune checkpoint inhibitors and anti-angiogenic drugs in clinical settings.
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Jiang Y, Liu Z, Hu J, Sun S, Xie X, Kong X, Tang Y. Pharmacodynamic evaluation of Cordyceps sinensis (Berk.) Sacc. for ischemic stroke in rats and potential mechanism through network pharmacology and molecular docking. JOURNAL OF TRADITIONAL CHINESE MEDICAL SCIENCES 2023. [DOI: 10.1016/j.jtcms.2023.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023] Open
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Li AA, Zhang Y, Tong WL, Chen JW, Huang SH, Liu JM, Liu ZL. Identification of a Novel Pyroptosis-Related Gene Signature Indicative of Disease Prognosis and Treatment Response in Skin Cutaneous Melanoma. Int J Gen Med 2022; 15:6145-6163. [PMID: 35855761 PMCID: PMC9288220 DOI: 10.2147/ijgm.s367693] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 06/22/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Pyroptosis plays an important role in the occurrence and progression of many tumors; however, the specific mechanisms involved remain unknown. Here, we construct a pyroptosis-related gene signature that can be used to predict survival prognosis of skin cutaneous melanoma (SKCM) and provide guidance for clinical treatment. Methods By integrating data from the two databases from the GTEx and TCGA, differentially expressed genes (DEGs) from normal tissues and skin cutaneous tumor tissues were identified. The main signaling pathways and function enrichment of these differential genes were determined. Univariate and multivariate COX regression analysis, and risk score analysis were used to construct a signature to assess its predictive value for overall survival. The mRNA expression of these five genes in melanoma cells was determined by quantitative polymerase chain reaction (qPCR). The pRRophetic algorithm was used to estimate the half-maximal inhibitory concentration (IC50) of chemotherapy drugs in SKCM patients. The expression of multiple immune checkpoint genes also was evaluated. Results Sixteen DEGs associated with pyroptosis in SKCM and normal skin tissues were identified. Of these, 12 pyroptosis-related DEGs were associated with the prognosis of SKCM. A five-gene signature (GSDMA, GSDMC, IL-18, NLRP6, and AIM2) model was constructed. Patients were divided into high-risk and low-risk groups using the risk scores. Of these, the high-risk group had a worse survival prognosis. There are significant differences in the predicted sensitivity of the high-risk and low-risk groups to chemotherapeutic drugs. In addition, compared with the high-risk group, the low-risk group showed higher expression of PD-1, PDL-1, CTLA-4, LAG-3, and VSIR. Conclusion In this study, we constructed a novel prognostic pyroptosis-related gene-signature for SKCM. These genes showed good predictive value for patient prognosis and could provide guidance for better treatment of SKCM patients.
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Affiliation(s)
- An-An Li
- Department of Orthopedic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China.,Medical Innovation Center, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China
| | - Yu Zhang
- Department of Orthopedic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China.,Medical Innovation Center, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China
| | - Wei-Lai Tong
- Department of Orthopedic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China.,Medical Innovation Center, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China
| | - Jiang-Wei Chen
- Department of Orthopedic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China
| | - Shan-Hu Huang
- Department of Orthopedic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China
| | - Jia-Ming Liu
- Department of Orthopedic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China
| | - Zhi-Li Liu
- Department of Orthopedic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China.,Medical Innovation Center, The First Affiliated Hospital of Nanchang University, Nanchang, People's Republic of China
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