Xu T, Bu X, Li H, Zhang M, Wang A, Tong W, Xu T, Sun Y, Zhang Y (2013) Smoking, heart rate, and ischemic stroke: a population-based prospective cohort study among inner mongolians in China. Stroke 44:2457–2461

Article  PubMed  Google Scholar 

Zhou M, Wang H, Zeng X, Yin P, Zhu J, Chen W, Li X, Wang L, Wang L, Liu Y, Liu J, Zhang M, Qi J, Yu S, Afshin A, Gakidou E, Glenn S, Krish V, Miller-Petrie M, Mountjoy-Venning W, Mullany E, Redford S, Liu H, Naghavi M, Hay S, Wang L, Murray C, Liang X (2019) Mortality, morbidity, and risk factors in China and its provinces, 1990–2017: a systematic analysis for the global burden of Disease Study 2017. 394:1145–1158 Lancet (London, England)

Hansen T, Jensen T, Clausen B, Bramsen J, Finsen B, Damgaard C, Kjems J (2013) Natural RNA circles function as efficient microRNA sponges. Nature 495:384–388

Article  CAS  PubMed  Google Scholar 

Salmena L, Poliseno L, Tay Y, Kats L, Pandolfi P (2011) A ceRNA hypothesis: the Rosetta Stone of a hidden RNA. Language? Cell 146:353–358

Article  CAS  PubMed  Google Scholar 

Chen L (2022) Towards higher-resolution and in vivo understanding of lncRNA biogenesis and function. Nat Methods 19:1152–1155

Article  CAS  PubMed  Google Scholar 

Liu C, Chen L (2022) Circular RNAs: characterization, cellular roles, and applications. Cell 185:2016–2034

Article  CAS  PubMed  Google Scholar 

Tiedt S, Dichgans M (2018) Role of non-coding RNAs in stroke. Stroke 49:3098–3106

Article  PubMed  Google Scholar 

Wang S, Liu Z, Shi Z (2018) Non-coding RNA in Acute ischemic stroke: mechanisms, biomarkers and therapeutic targets. Cell Transplant 27:1763–1777

Article  PubMed  PubMed Central  Google Scholar 

Langfelder P, Horvath S (2008) WGCNA: an R package for weighted correlation network analysis. BMC Bioinformatics 9:559

Article  PubMed  PubMed Central  Google Scholar 

Wan Q, Tang J, Han Y, Wang D (2018) Co-expression modules construction by WGCNA and identify potential prognostic markers of uveal melanoma. Exp Eye Res 166:13–20

Article  CAS  PubMed  Google Scholar 

Zhang X, Cui Y, Ding X, Liu S, Han B, Duan X, Zhang H, Sun T (2021) Analysis of mRNA–lncRNA and mRNA–lncRNA-pathway co–expression networks based on WGCNA in developing pediatric sepsis. Bioengineered 12:1457–1470

Article  CAS  PubMed  PubMed Central  Google Scholar 

Chen R, Ge T, Jiang W, Huo J, Chang Q, Geng J, Shan Q (2019) Identification of biomarkers correlated with hypertrophic cardiomyopathy with co-expression analysis. J Cell Physiol 234:21999–22008

Article  CAS  PubMed  Google Scholar 

Zhu L, Zhang J, Fan W, Su C, Jin Z (2024) Identification of iron metabolism-related genes in coronary heart disease and construction of a diagnostic model. Front Cardiovasc Med 11:1409605

Article  PubMed  PubMed Central  Google Scholar 

Suo Q, Li P, Liu Z, Qu C, Song H (2024) Discovery of five diagnostic biomarkers associated with immune cell infiltration in cases of acute myocardial infarction. Minerva Cardiol Angiol

Yang J, Zhou Y, Zhang J, Zheng Y, He J (2024) Identification of genes related to fatty acid metabolism in type 2 diabetes mellitus. Biochem Biophys Rep 40:101849

CAS  PubMed  PubMed Central  Google Scholar 

Pu L, Wang M, Li K, Feng T, Zheng P, Li S, Yao Y, Jin L (2020) Identification micro-RNAs functional modules and genes of ischemic stroke based on weighted gene co-expression network analysis (WGCNA). Genomics 112:2748–2754

Article  CAS  PubMed  Google Scholar 

Wang M, Wang L, Pu L, Li K, Feng T, Zheng P, Li S, Sun M, Yao Y, Jin L (2020) LncRNAs related key pathways and genes in ischemic stroke by weighted gene co-expression network analysis (WGCNA). Genomics 112:2302–2308

Article  CAS  PubMed  Google Scholar 

Zhang Z, Zheng Z, Luo W, Li J, Liao J, Chen F, Wang D, Lin Y (2024) Identifying immune cell infiltration and effective diagnostic biomarkers for ischemic stroke using bioinformatics analysis. PLoS ONE 19:e0310108

Article  CAS  PubMed  PubMed Central  Google Scholar 

Lancet (2019) Icd-11. Lancet 393:2275

Article  Google Scholar 

Kim D, Paggi JM, Park C, Bennett C, Salzberg SL (2019) Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype. Nat Biotechnol 37:907–915

Article  CAS  PubMed  PubMed Central  Google Scholar 

Pertea M, Pertea GM, Antonescu CM, Chang TC, Mendell JT, Salzberg SL (2015) StringTie enables improved reconstruction of a transcriptome from RNA-seq reads. Nat Biotechnol 33:290–295

Article  CAS  PubMed  PubMed Central  Google Scholar 

Zhang XO, Dong R, Zhang Y, Zhang JL, Luo Z, Zhang J, Chen LL, Yang L (2016) Diverse alternative back-splicing and alternative splicing landscape of circular RNAs. Genome Res 26:1277–1287

Article  CAS  PubMed  PubMed Central  Google Scholar 

Kanehisa M, Furumichi M, Tanabe M, Sato Y, Morishima K (2017) KEGG: new perspectives on genomes, pathways, diseases and drugs. Nucleic Acids Res 45:D353–D361

Article  CAS  PubMed  Google Scholar 

Ren X, Zhu H, Deng K, Ning X, Li L, Liu D, Yang B, Shen C, Wang X, Wu N, Chen S, Gu D, Wang L (2022) Long noncoding RNA TPRG1-AS1 suppresses migration of vascular smooth muscle cells and attenuates atherogenesis via interacting with MYH9 protein. Arteriosclerosis, Thrombosis, and Vascular Biology 42:1378–1397

Huang H, Huang X, Yu H, Xue Y, Zhu P (2020) Circular RNA circ-RELL1 regulates inflammatory response by miR-6873-3p/MyD88/NF-κB axis in endothelial cells. Biochem Biophys Res Commun 525:512–519

Article  CAS  PubMed  Google Scholar 

Lu L, Shi M, Qiu J, Shi Z, Wang C, Fu Y, Lin C, Zhang L, Tao J, Liu C, Wei F, Liang S, Zheng J (2022) ZBTB20 regulates cardiac allograft rejection through NFкB-mediated inflammation in mouse heart transplantation. Transpl Immunol 74:101676

Article  CAS  PubMed  Google Scholar 

Forbes H, Williamson E, Benjamin L, Breuer J, Brown M, Langan S, Minassian C, Smeeth L, Thomas S, Warren-Gash C (2018) Association of herpesviruses and stroke: systematic review and meta-analysis. PLoS ONE 13:e0206163

Article  PubMed  PubMed Central  Google Scholar 

Esenwa C, Elkind M (2016) Inflammatory risk factors, biomarkers and associated therapy in ischaemic stroke. Nat Reviews Neurol 12:594–604

Article  CAS  Google Scholar 

Xu J, Lupu F, Esmon C (2010) Inflammation, innate immunity and blood coagulation. Hamostaseologie 30(5–6):8–9

Google Scholar 

Fugate J, Lyons J, Thakur K, Smith B, Hedley-Whyte E, Mateen F (2014) Infectious causes of stroke. Lancet Infect Dis 14:869–880

Article  PubMed  Google Scholar