The growing interest in the DNA-based mesoscale systems of biological and nonbiological nature has encouraged the computational molecular science community to develop coarse-grained (CG) representationsof the DNA that will be simple enough to permit exhaustive simulations in a reasonable amount of time, yet complex enough to capture the essential physics at play. In the recent years, there have been some major developments in the DNA coarse-graining area and several fairly sophisticated models are now available that faithfully reproduce key mechanical and chemical properties of the double-and single-stranded DNA. However, there are still many challenges, which limit the applicability of the present models, and much has to be done yet to develop more reliable schemes which would have a predictive power beyond the target domain of the intrinsic parametrization. A development of robust, controllable, and transferrable CG DNA force fields will provide an invaluable tool for gaining physical insights into the molecular nature of complex DNA-based nanoscale entities such as the chromatin, virus capsids, and DNA nanocomposites. In the present contribution, we provide an overview of the recent developments in the DNA coarse-graining field. Our aim is to review the existing CG models of the double-stranded DNA, where a small selection of models, which we believe provide avenues for promising future development, are discussed in some detail. C 2012 John Wiley & Sons, Ltd. tour length of DNA in a micrometer-sized nucleus of a eukaryotic cell is of the order of 1 m. 14 The physical basis and the biological implications of the nearly million-fold compression of the highly charged and relatively stiff macromolecule are currently actively investigated. In vivo, DNA is packed into chromatin fibers in complexation with positively charged proteins, called histones. Despite structural condensation and packing, the chromatin organization allows retrieval of the desired portions of DNA in a timely manner for processing and manipulation. 11,15 Developing a more complete physical picture of DNA in isolation as well when complexed with various proteins is needed for making further progress in uncovering the principles of genetic regulation in biology.Recently, a great interest has also emerged in the nonbiological applications of the DNA, namely, the design of the DNA-based nanoscale materials. 16 Through the pioneering works of Seeman and coworkers on DNA nanoassembly, the programmable design of the DNA nanomaterials