Quercetin is a Potential Therapy for Rheumatoid Arthritis via Targeting Caspase-8 Through Ferroptosis and Pyroptosis

被引:7
作者
Zheng, Qingcong [1 ]
Wang, Du [2 ]
Lin, Rongjie [3 ]
Chen, Yuchao [4 ]
Xu, Zixing [1 ]
Xu, Weihong [1 ]
机构
[1] Fujian Med Univ, Affiliated Hosp 1, Dept Orthoped, Fuzhou, Peoples R China
[2] Peking Univ, Peoples Hosp, Arthrit Clin & Res Ctr, Beijing, Peoples R China
[3] Fujian Med Univ, Union Hosp, Dept Orthoped Surg, Fuzhou, Peoples R China
[4] Fujian Prov Hosp, Dept Paediat, South Branch, Fuzhou, Peoples R China
关键词
rheumatoid arthritis; ferroptosis; pyroptosis; caspase-8; quercetin; NLRP3 INFLAMMASOME ACTIVATION; CELL-DEATH; METABOLISM; IL-1-BETA; RECEPTORS; APOPTOSIS; CLEAVAGE; RECOMMENDATIONS; REGULATOR; MECHANISM;
D O I
暂无
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
071005 [微生物学]; 100108 [医学免疫学];
摘要
Background: Rheumatoid arthritis (RA) is one of the most common chronic inflammatory autoimmune diseases. However, the underlying molecular mechanisms of its pathogenesis are unknown. This study aimed to identify the common biomarkers of ferroptosis and pyroptosis in RA and screen potential drugs. Methods: The RA-related differentially expressed genes (DEGs) in GSE55235 were screened by R software and intersected with ferroptosis and pyroptosis gene libraries to obtain differentially expressed ferroptosis-related genes (DEFRGs) and differentially expressed pyroptosis-related genes (DEPRGs). We performed Gene Ontology (GO), Kyoto Encyclopedia of the Genome (KEGG), ClueGO, and Protein-Protein Interaction (PPI) analysis for DEFRGs and DEPRGs and validated them by machine learning. The microRNA/transcription factor (TF)-hub genes regulatory network was further constructed. The key gene was validated using the GSE77298 validation set, cellular validation was performed in in vitro experiments, and immune infiltration analysis was performed using CIBERSORT. Network pharmacology was used to find key gene-targeting drugs, followed by molecular docking and molecular dynamics simulations to analyze the binding stability between small-molecule drugs and large-molecule proteins. Results: Three hub genes (CASP8, PTGS2, and JUN) were screened via bioinformatics, and the key gene (CASP8) was validated and obtained through the validation set, and the diagnostic efficacy was verified to be excellent through the receiver operating characteristic (ROC) curves. The ferroptosis and pyroptosis phenotypes were constructed by fibroblast-like synoviocytes (FLS), and caspase-8 was detected and validated as a common biomarker for ferroptosis and pyroptosis in RA, and quercetin can reduce caspase-8 levels. Quercetin was found to be a potential target drug for caspase-8 by network pharmacology, and the stability of their binding was further verified using molecular docking and molecular dynamics simulations. Conclusion: Caspase-8 is an important biomarker for ferroptosis and pyroptosis in RA, and quercetin is a potential therapy for RA via targeting caspase-8 through ferroptosis and pyroptosis.
引用
收藏
页码:5729 / 5754
页数:26
相关论文
共 113 条
[1]
2010 Rheumatoid Arthritis Classification Criteria An American College of Rheumatology/European League Against Rheumatism Collaborative Initiative [J].
Aletaha, Daniel ;
Neogi, Tuhina ;
Silman, Alan J. ;
Funovits, Julia ;
Felson, David T. ;
Bingham, Clifton O., III ;
Birnbaum, Neal S. ;
Burmester, Gerd R. ;
Bykerk, Vivian P. ;
Cohen, Marc D. ;
Combe, Bernard ;
Costenbader, Karen H. ;
Dougados, Maxime ;
Emery, Paul ;
Ferraccioli, Gianfranco ;
Hazes, Johanna M. W. ;
Hobbs, Kathryn ;
Huizinga, Tom W. J. ;
Kavanaugh, Arthur ;
Kay, Jonathan ;
Kvien, Tore K. ;
Laing, Timothy ;
Mease, Philip ;
Menard, Henri A. ;
Moreland, Larry W. ;
Naden, Raymond L. ;
Pincus, Theodore ;
Smolen, Josef S. ;
Stanislawska-Biernat, Ewa ;
Symmons, Deborah ;
Tak, Paul P. ;
Upchurch, Katherine S. ;
Vencovsky, Jiri ;
Wolfe, Frederick ;
Hawker, Gillian .
ARTHRITIS AND RHEUMATISM, 2010, 62 (09) :2569-2581
[2]
Mitochondrial apoptosis is dispensable for NLRP3 inflammasome activation but non-apoptotic caspase-8 is required for inflammasome priming [J].
Allam, Ramanjaneyulu ;
Lawlor, Kate E. ;
Yu, Eric Chi-Wang ;
Mildenhall, Alison L. ;
Moujalled, Donia M. ;
Lewis, Rowena S. ;
Ke, Francine ;
Mason, Kylie D. ;
White, Michael J. ;
Stacey, Katryn J. ;
Strasser, Andreas ;
O'Reilly, Lorraine A. ;
Alexander, Warren ;
Kile, Benjamin T. ;
Vaux, David L. ;
Vince, James E. .
EMBO REPORTS, 2014, 15 (09) :982-990
[3]
Caspase-8 as an Effector and Regulator of NLRP3 Inflammasome Signaling [J].
Antonopoulos, Christina ;
Russo, Hana M. ;
El Sanadi, Caroline ;
Martin, Bradley N. ;
Li, Xiaoxia ;
Kaiser, William J. ;
Mocarski, Edward S. ;
Dubyak, George R. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2015, 290 (33) :20167-20184
[4]
Fibroblast-like synoviocytes: key effector cells in rheumatoid arthritis [J].
Bartok, Beatrix ;
Firestein, Gary S. .
IMMUNOLOGICAL REVIEWS, 2010, 233 :233-255
[5]
Cutting Edge: NF-κB Activating Pattern Recognition and Cytokine Receptors License NLRP3 Inflammasome Activation by Regulating NLRP3 Expression [J].
Bauernfeind, Franz G. ;
Horvath, Gabor ;
Stutz, Andrea ;
Alnemri, Emad S. ;
MacDonald, Kelly ;
Speert, David ;
Fernandes-Alnemri, Teresa ;
Wu, Jianghong ;
Monks, Brian G. ;
Fitzgerald, Katherine A. ;
Hornung, Veit ;
Latz, Eicke .
JOURNAL OF IMMUNOLOGY, 2009, 183 (02) :787-791
[6]
NeuralNetTools: Visualization and Analysis Tools for Neural Networks [J].
Beck, Marcus W. .
JOURNAL OF STATISTICAL SOFTWARE, 2018, 85 (11)
[7]
The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[8]
Bluthgen N., 2020, NUCLEIC ACIDS RES, V48, pW307, DOI [10.1093/nar/gkaa236, DOI 10.1093/NAR/GKAA236]
[9]
Caspase-1 self-cleavage is an intrinsic mechanism to terminate inflammasome activity [J].
Boucher, Dave ;
Monteleone, Mercedes ;
Coll, Rebecca C. ;
Chen, Kaiwen W. ;
Ross, Connie M. ;
Teo, Jessica L. ;
Gomez, Guillermo A. ;
Holley, Caroline L. ;
Bierschenk, Damien ;
Stacey, Katryn J. ;
Yap, Alpha S. ;
Bezbradica, Jelena S. ;
Schroder, Kate .
JOURNAL OF EXPERIMENTAL MEDICINE, 2018, 215 (03) :827-840
[10]
Disease-Regulated Gene Therapy with Anti-Inflammatory Interleukin-10 Under the Control of the CXCL10 Promoter for the Treatment of Rheumatoid Arthritis [J].
Broeren, Mathijs G. A. ;
de Vries, Marieke ;
Bennink, Miranda B. ;
Arntz, Onno J. ;
Blom, Arjen B. ;
Koenders, Marije I. ;
van Lent, Peter L. E. M. ;
van der Kraan, Peter M. ;
van den Berg, Wim B. ;
van de Loo, Fons A. J. .
HUMAN GENE THERAPY, 2016, 27 (03) :244-254