Non-linear Age-related Change in Human Interleukin-11 and the receptor subunit alpha DNA Methylation
Shimura, A.; Dwaraka, V. B.; Yamanishi, K.; Seki, T.; Nishiguchi, T.; Aoyama, B.; Ishii, T.; Phuong, N. J.; Gorantla, N.; Nguyen, H. D.; Santiago, T.; Nishitani, S.; Smith, R.; Shinozaki, G.
Show abstract
IntroductionInterleukin-11 (IL-11) is a cytokine involved in inflammatory processes and a previous study showed that blocking or knocking down IL11 in mice prolongs a healthy lifespan. This study investigates DNA methylation (DNAm) changes in the IL11 and IL-11 receptor subunit alpha (IL-11RA) gene across ages to reveal how aging might influence IL-11 production and sensitivity. MethodsA genome-wide DNAm database focusing on Cytosine-phosphate-Guanine (CpG) sites within the IL11 and IL11RA was analyzed. Hierarchical regression analyses examined the relationship between DNAm, age, and the squared age term for quadratic associations. ResultsThe database comprised 10,297 samples (5,156 males and 5,141 females) with a mean age of 53.9 years (SD = 14.1 years). The majority of IL11 and IL11RA CpG sites in the TSS1500 and 3UTR regions exhibited significant inverse U-shaped associations with age. DNAm levels were low during youth, increased in middle age (40s-50s), and decreased again in older age. ConclusionThe observed inverse U-shaped DNAm patterns in the IL11 and IL11RA suggest n non-linear, age-related regulation of IL-11 expression and sensitivity. These findings indicate that IL-11 may have different roles across life stages and suggest that therapeutic interventions targeting IL-11 should consider age-specific effects.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Does genetic predisposition modify the effect of lifestyle-related factors on DNA methylation? 92%
- DNA methylation biomarker selected by an ensemble machine learning approach predicts mortality risk in an HIV-positive veteran population 92%
- Age associated DNA methylation changes in Xenopus frogs 90%
Similar papers in this journal
- Crosstalk between age accumulated DNA-damage and the SIRT1-AKT-GSK3b axis in urine derived renal progenitor cells 95%
- Metformin use history and genome-wide DNA methylation profile: potential molecular mechanism for aging and longevity 94%
- Metformin improves cognition of aged mice by promoting cerebral angiogenesis and neurogenesis 94%
Similar papers in this journal
- Interactive effects of aging and aerobic capacity on energy metabolism-related metabolites of serum, skeletal muscle, and white adipose tissue 94%
- Female baboon adrenal zona fasciculata and zona reticularis regulatory and functional proteins decrease across the life course 94%
- Vitamin D Supplementation is Associated with Slower Epigenetic Aging 94%
Similar papers in this journal
- Seven-CpG DNA Methylation Age determined by Single Nucleotide Primer Extension and Illumina's Infinium MethylationEPIC array provide highly comparable results 94%
- A tissue specific atlas of gene promoter DNA methylation variability and the clinical value of its assessment 91%
- Unravelling the impact of aging on the human endothelial lncRNA transcriptome 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.