The rapid development and application of the CRISPR system in genome editing and other applications clearly illustrate its revolutionary role in biological research. Its massive impact is similar to that of molecular cloning and PCR technologies (Yin et al., 2017). The CRISPR (clustered regularly interspaced short palindromic repeats)-Cas (CRISPR-associated) (see Box 1 for all abbreviations used in this article) system originated from the microbe immune system and was adapted to provide powerful tools to enable genome editing (Belhaj et al., 2015;Lander, 2016). The constantly expanding CRISPR toolbox comprises various Cas proteins (e.g., Cas9, Cas12a, and Cas13) and their engineered variants, as well as orthologs from diverse bacterial species (Zhang et al., 2019a). In addition to genome editing, CRISPR technology has also been widely applied in transcriptome regulation and epigenome editing (Zhang et al., 2019a). Among various CRISPR systems, engineered class 2 CRISPR/Cas9 is the most popular and robust, especially the Cas9 from Streptococcus pyogenes (SpCas9). Therefore, unless otherwise noted, this review is focused on studies of CRISPR/SpCas9, shortened as CRISPR/Cas9, in plant genome editing. There are two components of the CRISPR/Cas9 system: the Cas9 endonuclease and the single-guide RNA (sgRNA) (Fig. 1). The ribonucleoprotein Cas9-sgRNA complex recognizes and binds any genomic regions that contain a protospacer adjacent motif (PAM) sequence, which is NGG (where N represents any nucleotide) for SpCas9. If the spacer sequence of the sgRNA (i.e., the first 20 nucleotides at its 5′ end; Fig. 1) matches the genomic sequence immediately upstream of the PAM sequence, Cas9 will cleave both strands of the genomic DNA, leaving blunt ends at the position between the third and fourth nucleotides upstream of PAM (Fig. 1; Jinek et al., 2012). The double-stranded DNA break (DSB) will be repaired by one of the two innate DNA repair systems: the non-homologous end-joining (NHEJ) pathway or homology-directed repair (HDR) pathway (Symington and Gautier, 2011). The error-prone NHEJ pathway is efficient and could introduce a small insertion or deletion (indel) at the DSB point (Fig. 1). When occurring in a gene-coding region, the indel might lead to a frameshift mutation or a premature stop codon in the target gene, and this approach has been widely used for gene knockouts (reviewed in Karkute et al., 2017;Bewg et al., 2018;Modrzejewski et al., 2019;Zhang et al., 2019a). In addition, the occurrence of a CRISPR-mediated indel in the promoter of a gene might interfere with transcription factor binding and alter