Rice (Oryza sativa L.) is one of the
most important crops worldwide, but its growth and production can be severely
affected by climate change. As a tropical species, rice is in general vulnerable to
the adverse effects of low temperature. To cope with or adapt to cold stress
condition, rice has evolved elaborate regulatory mechanisms under both natural and
artificial selection. Over the past few decades, intensive research efforts have
been focused on abiotic stress biology in rice with genetic, genomic, and molecular
strategies, disclosing a series of potential genetic determinants and mechanisms
controlling cold stress tolerance. Here, we review cold tolerance (CT)-related
quantitative trait loci (QTLs) identified by linkage and association mapping,
together with key genes involved in cold sensing, signaling, and response. More
importantly, recent studies have shown that CT-related QTLs/genes can be employed in
genomic breeding aiming at developing cold-tolerant rice. Overall, the recent
research progresses in understanding the complex genetic and molecular mechanisms of
CT provide a substantial basis for CT improvement in rice.