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February 14, 2026SHILAP Revista de lepidopterología0 citationsOpen Access

Integrative analysis of DNA methylation and inflammatory protein biomarkers in hypertension

MZMin ZhuJZJin ZHANGJMJing Ma

Key Points

  • To explore how inflammation is linked to hypertension through DNA methylation and inflammatory biomarkers.
  • Analyzed DNA methylation profiles from 176 hypertensive patients using Illumina technology.
  • Utilized Olink Target 96 Inflammation panels for serum biomarker assessment.
  • Identified pQTMs through mixed linear regression, adjusting for confounders.
  • Conducted pathway analyses using KEGG and Gene Ontology to understand pQTMs.
  • Examined association between pQTMs and target organ damage indicators.
  • Identified 771 significant biomarker associations with FDR < 0.05.
  • 39 pQTMs correlated with urine albumin-creatinine ratio.
  • 82 pQTMs associated with carotid intima-media thickness.

Abstract

Background and objective To investigate the relationship between inflammation and hypertension by comparing epigenetic and serum biomarkers of inflammation and their association with target organ damage (TOD). Methods The epigenome-wide methylation profiles of peripheral leukocyte DNA from 176 patients with hypertension were analyzed using Illumina Infinium Methylation EPIC BeadChips. The commercially available Olink ® Target 96 Inflammation panels were utilized to evaluate markers associated with inflammation. We identified CpG-protein association protein quantitative trait methylation loci (pQTMs) using mixed linear regression, adjusting for potential confounders. The possible roles of the discovered pQTMs were ascertained by Kyoto Encyclopedia of Genes and Genomes (KEGG) and Gene Ontology (GO) pathway analyses. The association between pQTMs and TOD was also analyzed. Results In our analysis, we found 771 significant associations across 11 biomarkers, with a false discovery rate (FDR) of less than 0.05. Lambda estimates ranged from 0.847 to 1.202. Among these, 39 pQTMs showed an association with urine albumin-creatinine ratio, while 82 pQTMs showed an association with carotid intima-media thickness. Conclusion Our findings contribute to the understanding of inflammatory biomarkers associated with alterations in DNA methylation in hypertension. However, these results will need to be validated in future studies.

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Cite This Study

Zhu et al. (2026) studied this question.

synapsesocial.com/papers/699010942ccff479cfe56d8ahttps://doi.org/10.3389/fimmu.2026.1671540
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