Prognostic Role of Human Leukocyte Antigen Alleles and Cytokine Single-Nucleotide Polymorphisms in Patients with Chronic Myeloid Leukemia Treated with Tyrosine Kinase Inhibitor Drugs.
Samuel Kinde BirruIlias DoxiadisRawleigh HoweTsehayneh KelemuSaifu Hailu ChalaAbdulaziz SherifFisihatsion TadesseAster TsegayeAmha GebremedhinClaudia LehmannPublished in: Genes (2024)
Tyrosine kinase inhibitor (TKI) drugs have significantly improved chronic myeloid leukemia (CML) outcomes. Neopeptides from CML cells may induce specific immune responses, which are crucial for deep molecular (DMR) and treatment-free remission (TFR). In this study of Ethiopian patients with CML (n = 162), the HLA alleles and single-nucleotide polymorphisms of five cytokines revealed significant associations with clinical outcomes. Clinically unfavorable outcomes correlated with HLA alleles A*03:01/02 , A*23:17:01 , B*57:01/02/03 , and HLA-DRB4*01:01 ( p -value = 0.0347, p -value = 0.0285, p -value = 0.037, and p -value = 0.0127, respectively), while HLA-DRB4*01:03:01 was associated with favorable outcomes ( p -value = 0.0058). After assigning values for the 'low', 'intermediate', and 'high' gene expression of the SNPs' respective cytokine genes, Kaplan-Meier estimates for relapse-free survival, adjusted for age, treatment duration, and relapse risk among patients after the administration of TKIs, indicated that a gene expression ratio above the overall median of TNF-α, IL-6, and the combination of TGF-β1/IL-10, IFNγ, and IL-6/IL-10 TGF-β1 was correlated with a higher likelihood of treatment failure ((RR: 3.01; 95% CI: 1.1-8.3; p -value = 0.0261) and (RR: 2.4; 95% CI: 1.1-5.2; p -value = 0.022), respectively). Multi-SNPs, surpassing single-SNPs, and HLA allele polymorphisms showed promise in predicting outcomes of patients with CML during TKI treatment, prompting further exploration into their potential utility.
Keyphrases
- chronic myeloid leukemia
- gene expression
- free survival
- immune response
- genome wide
- type diabetes
- dna methylation
- machine learning
- induced apoptosis
- oxidative stress
- systemic lupus erythematosus
- combination therapy
- dendritic cells
- inflammatory response
- toll like receptor
- replacement therapy
- epithelial mesenchymal transition
- weight loss
- human health
- cell cycle arrest
- cell death
- smoking cessation