High-throughput DNA methylation analysis technologies: from genome to gene panels

Background. DNA methylation regulates numerous biological processes, mediating normal development. Alterations in methylation patterns are associated with multiple pathological conditions like hereditary diseases and cancer, making them valuable clinical biomarkers for patient stratification, disease monitoring, early diagnosis, and prediction of response to therapy. Highly targeted, high-throughput methodologies focusing on critical genomic loci enable precise identification of distinct methylation signatures. the aim of the study was to analyze and summarize literature data describing the use of high-throughput DNA methylation analysis technologies, including those based on targeted approaches. Material and Methods . A systematic analysis of literature data was conducted using the PubMed, Web of Science, and Scopus databases, focusing on the characteristics of high-throughput DNA methylation analysis used in cancer and some genetic diseases. A total of 113 sources were analyzed, chronologically covering the period from 2000 to June 2025, 32 of which were used to write the review. Results. The existing technologies for high-throughput methylome analysis, DNA conversion methods, and their advantages and limitations were summarized. In addition, the current targeted enrichment methods, their strengths and weaknesses, and potential applications in scientific and diagnostic practice were discussed. Conclusion. DNA methylation analysis has evolved from a basic research tool into a cornerstone of translational medicine, particularly in oncology. Modern methylome analysis techniques facilitate the discovery of epigenetic markers critical for diagnosing diseases, assessing prognosis, guiding therapy selection, and identifying molecular targets for targeted drugs. Targeted DNA enrichment increases analytical precision and sensitivity while reducing costs. Furthermore, specialized strategies permit targeted analysis even with challenging samples. Combined with the flexibility to focus on specific genomic regions, these advantages make targeted approaches viable not only in academic research but also in routine clinical diagnostics.