Interfacing DNA with two-dimensional (2D) materials has been intensely researched for various analytical and biomedical applications. Most of such studies were performed on graphene oxide (GO), and two metal dichalcogenides, MoS2 and WS2; all of them can all adsorb single-stranded DNA. However, they like use different surface forces for adsorption based on their chemical structures. In this work, fluorescently labeled DNA oligonucleotides were used and their adsorption capacity and kinetics were studied as a function of ionic strength, DNA length and sequence. Desorption of DNA from these surfaces were also measured. DNA is more easily desorbed from GO by various denaturing agents, while surfactants yield more desorption from MoS2 and WS2. Our results are consistent with that DNA can be adsorbed by GO via π-π stacking and hydrogen bonding, MoS2 and WS2 mainly use van der Waals force for adsorption. Finally, fluorescent DNA probes were adsorbed by these 2D materials for detecting the complementary DNA. For this assay, GO gave the highest sensitivity, while they all showed a similar detection limit. This study has enhanced our fundamental understanding of DNA adsorption by two important types of 2D materials and is useful for further rational optimization of their analytical and biomedical applications.3