Brassica rapa RNE participates in the processing of polycistronic precursor transcripts into mature monocistronic mRNAs in plastids, thereby sending strong retrograde signals. Leaf color is one of the most important agronomic traits for Chinese cabbage. Not only is it closely linked to photosynthesis, thereby affecting plant growth, but it also influences consumer preference in the marketplace. A pale-green mutant rne was produced by EMS mutagenesis of Chinese cabbage inbred line A03. Chlorophyll content, photosynthetic rate, actual quantum efficiency (φPSII), and maximum quantum efficiency (Fv/Fm) of photosystem II (PSII) were all reduced in rne plants. Genetic analysis indicated that the pale-green trait was controlled by a pair of recessive alleles. Using mixed pool sequencing of F2 individuals derived from an rne × wild-type cross, we identified the essential gene Brassica rapa RNase E (BrRNE), which is responsible for chloroplast development. BrRNE cleaves polycistronic RNA in Chinese cabbage A03 plastids, but rne plants are defective in RNA processing and show reduced translation levels of the seven plastid genes, BrpsaB, BrpsaA, BrpsbA, BrpsbD, BrpsbB, BrpetA, and Brycf4. Abnormal RNA processing in the plastids sends retrograde signals that markedly regulate the expression of nuclear genes, upregulating genes that participate in ribosome and DNA replication pathways and repressing photosynthesis-associated nuclear genes (PhANGs). Our study reveals a new regulatory mechanism by which plastid RNA cleavage influences plastid development and leaf color, sending retrograde signals that affect the expression of nuclear genes in Brassica.