Plasmonic Molecular Entrapment for Label‐Free Methylated DNA Detection and Machine‐Learning Assisted Quantification (Adv. Sci. 29/2025)
Source abstract
Abstract
Label-Free Diagnosis The artwork highlights a breakthrough method for detecting and quantifying global DNA methylation. This highly sensitive approach leverages in situ surface growth of plasmonic particles to enable molecular trapping and label-free sensing. Combined with machine learning analysis, it allows precise quantification of global methylation levels, offering a promising strategy for early cancer diagnosis and comprehensive epigenetic profiling. More details can be found in article number 2503257 by Min-Young Lee, Ho Sang Jung, and co-workers
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Advanced Proteomics Techniques and Applications · Advanced Biosensing Techniques and Applications · Advanced biosensing and bioanalysis techniques
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
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