CRISPR-enabled biosensing of cancer-associated DNA methylation in cell-free DNA: molecular architectures, molecular sampling constraints, and translational biosensor engineering

DNA methylation in circulating cell-free DNA (cfDNA) provides cancer-associated and tissue-of-origin information complementary to mutation-based liquid biopsy. Clustered regularly interspaced short palindromic repeats (CRISPR)-based sensing is challenging because 5-methylcytosine (5 mC) generally preserves Watson-Crick base pairing and is not inherently resolved by sequence-programmed CRISPR-associated (Cas) proteins. This targeted narrative review examines how methylated and unmethylated molecules are distinguished and converted into Cas-readable outputs under fragmented, low-input cfDNA conditions. We organize the literature into four discrimination routes comprising sequence conversion, enzymatic gating, affinity-assisted recognition, and native-state Cas modulation. Engineered molecular transduction is considered separately as a downstream enabling layer. We compare readouts in terms of quantitative fidelity and integration requirements. Sequence-conversion and enzymatic-gating systems have the broadest analytical evidence among the identified studies, largely from in vitro experiments. Direct affinity-assisted 5 mC-to-Cas sensing remains sparsely studied, and evidence for native-state sensing in patient-derived cfDNA is limited to exploratory observational comparisons. No native-state Cas methylation assay identified in this review has established clinically usable diagnostic performance. Reported analytical limits of detection and methylation-fraction discrimination cannot be extrapolated to clinical sensitivity without accounting for input, recovery, fragmentation, background, and decision thresholds. Translation requires validated biomarkers, fragment-matched calibration, orthogonal reference testing, reproducible device integration, and independent evaluation of locked assays in intended-use populations.

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Publication Details

Journal
Frontiers in Bioengineering and Biotechnology
Published
2026-10-27
DOI
https://doi.org/10.3389/fbioe.2026.1986098
Primary Topic
Advanced biosensing and bioanalysis techniques
Type
article
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article

CRISPR-enabled biosensing of cancer-associated DNA methylation in cell-free DNA: molecular architectures, molecular sampling constraints, and translational biosensor engineering

Qianyi Li, He Zha, Hongzhi Luo, Qiujie Yu et al.
4 links
Frontiers in Bioengineering and Biotechnology
Advanced biosensing and bioanalysis techniques
article

CRISPR-enabled biosensing of cancer-associated DNA methylation in cell-free DNA: molecular architectures, molecular sampling constraints, and translational biosensor engineering

Qianyi Li, He Zha, Hongzhi Luo, Qiujie Yu, Xiaoxue Huang
article en

Abstract

DNA methylation in circulating cell-free DNA (cfDNA) provides cancer-associated and tissue-of-origin information complementary to mutation-based liquid biopsy. Clustered regularly interspaced short palindromic repeats (CRISPR)-based sensing is challenging because 5-methylcytosine (5 mC) generally preserves Watson-Crick base pairing and is not inherently resolved by sequence-programmed CRISPR-associated (Cas) proteins. This targeted narrative review examines how methylated and unmethylated molecules are distinguished and converted into Cas-readable outputs under fragmented, low-input cfDNA conditions. We organize the literature into four discrimination routes comprising sequence conversion, enzymatic gating, affinity-assisted recognition, and native-state Cas modulation. Engineered molecular transduction is considered separately as a downstream enabling layer. We compare readouts in terms of quantitative fidelity and integration requirements. Sequence-conversion and enzymatic-gating systems have the broadest analytical evidence among the identified studies, largely from in vitro experiments. Direct affinity-assisted 5 mC-to-Cas sensing remains sparsely studied, and evidence for native-state sensing in patient-derived cfDNA is limited to exploratory observational comparisons. No native-state Cas methylation assay identified in this review has established clinically usable diagnostic performance. Reported analytical limits of detection and methylation-fraction discrimination cannot be extrapolated to clinical sensitivity without accounting for input, recovery, fragmentation, background, and decision thresholds. Translation requires validated biomarkers, fragment-matched calibration, orthogonal reference testing, reproducible device integration, and independent evaluation of locked assays in intended-use populations.

Frontiers in Bioengineering and BiotechnologyVol. 14
Zunyi Medical University (CN), Sichuan University (CN), West China Hospital of Sichuan University (CN), First People’s Hospital of Zunyi (CN), Public Health Clinical Center of Chengdu (CN)
Good health and well-being
Openalex Percentile: Top 22%
Advanced biosensing and bioanalysis techniques
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