The membraneless messenger ribonucleoprotein (mRNP) granules, including processing bodies (PBs) and stress granules (SGs), are important cytoplasmic structures in eukaryotes that can participate in gene expression through mRNA regulation. It has been verified that mRNP granules are mainly composed of proteins and translation-repressed mRNAs. Here, we reported a stop-codon read-through gene, At3g52980, in plants for the first time. At3g52980 encodes a novel non-tandem CCCH zinc-finger (non-TZF) protein named AtC3H18-Like (AtC3H18L), which contains two putative RNA-binding domains. By using transient expression system, we showed that heat treatment can induce the aggregation of diffuse distributed AtC3H18L to form cytoplasmic foci, which were similar to PBs and SGs in morphology. Further analysis did find that AtC3H18L can co-localize with markers of PB and SG. The aggregation of AtC3H18L was closely related to the cytoskeleton, and AtC3H18L-foci were highly dynamic and can move frequently along cytoskeleton. Moreover, analysis in transgenic plants showed that AtC3H18L was specifically expressed in pollen and can form cytoplasmic foci without heat treatment. It will be fascinating in future studies to discover whether and how AtC3H18L affects pollen development by participating in the assembly of mRNP granules as a protein component, especially under heat stress. • AtC3H18L is a stop-codon read-through gene encoding a novel non-tandem CCCH zinc-finger protein. • AtC3H18L is highly and specifically expressed in pollen. • AtC3H18L can form cytoplasmic foci and co-localize with PB and SG markers in tobacco leaf epidermal cells after heat stress. • The formation process of AtC3H18L-foci may rely on the cytoskeleton. • AtC3H18L can form cytoplasmic foci in transgenic pollen without heat treatment. [ABSTRACT FROM AUTHOR]