Chromosome conformation capture derivatives—including Hi-C, Micro-C, 3C-Seq and targeted 3C approaches— are widely used to quantify chromatin interactions and reveal enhancer–promoter communication. However, fragment size, cross-linking conditions and enzyme selection can dramatically affect signal-to-noise ratios, loop detection sensitivity and compartment quantification.
Chromosome conformation capture derivatives—including Hi-C, Micro-C, 3C-Seq and targeted 3C approaches— are widely used to quantify chromatin interactions and reveal enhancer–promoter communication. However, fragment size, cross-linking conditions and enzyme selection can dramatically affect signal-to-noise ratios, loop detection sensitivity and compartment quantification.
Akgol Oksuz et al. systematically evaluated 12 protocol variants across three cross-linking chemistries (FA, FA+DSG, FA+EGS) and multiple fragmentation strategies (restriction enzymes and MNase) in several cell types. Quantitative metrics included cis/trans ratios, distance-dependent contact decay, loop detection and compartment strength.
- Cross-linking: formaldehyde alone or FA + DSG for high-confidence loop detection.
- Ligation: dilution-based proximity ligation using T4 DNA ligase.
- Detection: qPCR or multiplex PCR with high-sensitivity quantification options.
- Restriction enzymes: HindIII, BglII, DpnII, DdeI (selected based on locus and design).
- Ligation: dilution-based proximity ligation using T4 DNA ligase.
- Detection: qPCR or multiplex PCR with high-sensitivity quantification options.
FA+DSG cross-linking substantially improved detection of enhancer–promoter loops by reducing random ligation noise and stabilising fine-scale contacts. MNase-based fragmentation produced the highest loop detection sensitivity, whereas larger fragments (e.g. HindIII) provided stronger A/B compartment signals. Combining FA+DSG with fine fragmentation yielded the strongest and most numerous loop calls.

This benchmark highlights that enzyme choice and cross-linking chemistry critically influence 3C-Seq accuracy. For targeted assays such as 3C-qPCR and Multiplex 3C, FA+DSG cross-linking and finer fragmentation (DpnII/DdeI or MNase) are recommended for sensitive enhancer–promoter quantification, while HindIII-based strategies remain valuable when compartment-level architecture is of interest.
- Restriction enzymes: HindIII, BglII, DpnII, DdeI (selected based on locus and design).
- Ligation: dilution-based proximity ligation using T4 DNA ligase.
- Cross-linking: formaldehyde alone or FA + DSG for high-confidence loop detection.
- Ligation: dilution-based proximity ligation using T4 DNA ligase.
- Detection: qPCR or multiplex PCR with high-sensitivity quantification options.
- Detection: qPCR or multiplex PCR with high-sensitivity quantification options.



Primer Pair Interaction Map
Multiplex Panel Heatmap
Interaction Bar Plot
Bar Plot