Integrated Multi-Level Investigation of Friend Leukemia Integration 1 Transcription Factor as a Novel Immune-Inflammatory Biomarker in Rheumatoid Arthritis: Bridging Bioinformatics, Clinical Cohorts, and Mechanistic Validation

Mengyu Zhang,1 Lei Wan,2 Haoxiang Fang,3 Xiaojun Zhang,4 Siyu Wang,1 Feng Li,1 Dawei Yan1 1Anhui University of Traditional Chinese Medicine First Clinical Medical College, Anhui, Hefei, People’s Republic of China; 2First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Anhui, Hefei, People’s Republic of China; 3Anhui University of Traditional Chinese Medicine, Anhui, Hefei, People’s Republic of China; 4Anhui University of Traditional Chinese Medicine Academic Affairs Office, Anhui, Hefei, People’s Republic of ChinaCorrespondence: Lei Wan; Xiaojun Zhang, Email [email protected]; [email protected]: Friend Leukemia Integration 1 Transcription Factor (FLI1) has attracted attention due to its involvement in rheumatoid arthritis (RA). Nevertheless, the precise mechanism through which FLI1 contributes to RA remains elusive. We investigated the potential role of FLI1 in RA through integrated bioinformatics, clinical experiments, and cellular experiments.Methods: Based on the GSE1919 and GSE12021 datasets, the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) analyses identified FLI1 as a differential gene in RA. Clinical validation was performed by measuring the FLI1 expression in the serum collected from RA patients. Correlational analysis between FLI1 and immune-inflammatory markers confirmed its association with RA inflammation. WGCNA analysis, along with the KnockTF, JASPAR, and ENCODE databases, was employed to predict the potential target genes of FLI1. Receiver operating characteristic analysis and gene-set enrichment analysis-KEGG were conducted to elucidate the biological functions of these target genes. Finally, cellular experiments were performed to validate FLI1’s regulatory effects on its target genes and its impact on synovial cell viability and apoptosis in RA.Results: FLI1 was upregulated in RA. FLI1 exhibited positive correlations with CRP, ESR, CCP, RF, IL-6, IL-10, IL-8, and TNF-α. The combined detection of FLI1 with CRP, ESR, CCP, and RF demonstrated the highest efficacy in evaluating RA disease activity. The target genes most strongly associated with FLI1 were AGA, DCK, LRRC15, MAN2A1, and TES, all of which exhibited positive correlations with FLI1. The suppression of FLI1 expression led to a decreased expression of AGA, DCK, LRRC15, MAN2A1, and TES. Furthermore, the inhibition of FLI1 reduced the viability of RA synovial cells and promoted their apoptosis.Discussion: FLI 1 is upregulated in RA and can promote inflammation, increase RA synovial cell viability, or inhibit synovial cell apoptosis. This finding suggests that FLI 1 and its target genes may serve as novel therapeutic targets in RA. The present findings integrate bioinformatics and experimental approaches to advance our current understanding of RA and open new avenues for targeted therapies.Keywords: ETS family, FLI1, rheumatoid arthritis, immunoinflammation, apoptosis

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SHILAP Revista de lepidopterología
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2025-03-01
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Magnetic confinement fusion research
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article

Integrated Multi-Level Investigation of Friend Leukemia Integration 1 Transcription Factor as a Novel Immune-Inflammatory Biomarker in Rheumatoid Arthritis: Bridging Bioinformatics, Clinical Cohorts, and Mechanistic Validation

SHILAP Revista de lepidopterología
Magnetic confinement fusion research
article

Integrated Multi-Level Investigation of Friend Leukemia Integration 1 Transcription Factor as a Novel Immune-Inflammatory Biomarker in Rheumatoid Arthritis: Bridging Bioinformatics, Clinical Cohorts, and Mechanistic Validation

article en

Abstract

Mengyu Zhang,1 Lei Wan,2 Haoxiang Fang,3 Xiaojun Zhang,4 Siyu Wang,1 Feng Li,1 Dawei Yan1 1Anhui University of Traditional Chinese Medicine First Clinical Medical College, Anhui, Hefei, People’s Republic of China; 2First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Anhui, Hefei, People’s Republic of China; 3Anhui University of Traditional Chinese Medicine, Anhui, Hefei, People’s Republic of China; 4Anhui University of Traditional Chinese Medicine Academic Affairs Office, Anhui, Hefei, People’s Republic of ChinaCorrespondence: Lei Wan; Xiaojun Zhang, Email [email protected]; [email protected]: Friend Leukemia Integration 1 Transcription Factor (FLI1) has attracted attention due to its involvement in rheumatoid arthritis (RA). Nevertheless, the precise mechanism through which FLI1 contributes to RA remains elusive. We investigated the potential role of FLI1 in RA through integrated bioinformatics, clinical experiments, and cellular experiments.Methods: Based on the GSE1919 and GSE12021 datasets, the Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) analyses identified FLI1 as a differential gene in RA. Clinical validation was performed by measuring the FLI1 expression in the serum collected from RA patients. Correlational analysis between FLI1 and immune-inflammatory markers confirmed its association with RA inflammation. WGCNA analysis, along with the KnockTF, JASPAR, and ENCODE databases, was employed to predict the potential target genes of FLI1. Receiver operating characteristic analysis and gene-set enrichment analysis-KEGG were conducted to elucidate the biological functions of these target genes. Finally, cellular experiments were performed to validate FLI1’s regulatory effects on its target genes and its impact on synovial cell viability and apoptosis in RA.Results: FLI1 was upregulated in RA. FLI1 exhibited positive correlations with CRP, ESR, CCP, RF, IL-6, IL-10, IL-8, and TNF-α. The combined detection of FLI1 with CRP, ESR, CCP, and RF demonstrated the highest efficacy in evaluating RA disease activity. The target genes most strongly associated with FLI1 were AGA, DCK, LRRC15, MAN2A1, and TES, all of which exhibited positive correlations with FLI1. The suppression of FLI1 expression led to a decreased expression of AGA, DCK, LRRC15, MAN2A1, and TES. Furthermore, the inhibition of FLI1 reduced the viability of RA synovial cells and promoted their apoptosis.Discussion: FLI 1 is upregulated in RA and can promote inflammation, increase RA synovial cell viability, or inhibit synovial cell apoptosis. This finding suggests that FLI 1 and its target genes may serve as novel therapeutic targets in RA. The present findings integrate bioinformatics and experimental approaches to advance our current understanding of RA and open new avenues for targeted therapies.Keywords: ETS family, FLI1, rheumatoid arthritis, immunoinflammation, apoptosis

SHILAP Revista de lepidopterología
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Magnetic confinement fusion research
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