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The chloroplast being an important organelle of plant cells could possibly be associated with plant cytoplasmic male sterility (CMS). To better understand the correlation between (CMS) and chloroplast, we presented a comprehensive analysis based on the changes of photosynthetic parameters, chloroplasts ultrastructure, soluble sugar and starch content, the relative expression of sugar and starch metabolism genes, and chloroplast genome in rice isonuclear alloplasmic CMS lines at the flowering stage. Leaf gas exchange parameters did not affect by CMS lines (M2BS and M2A), although intercellular CO2 concentration (Ci) was influenced in both M2BS and M2A. Ultrastructural observation results indicated that many starch granules were observed in the chloroplast of CMS lines, especially bigger size in M2BS, while few ones in M2B. Only the chloroplasts of M2A contained some additional number of lipoids compared with those of the other two lines (M2B and M2BS). Soluble sugar and starch contents in CMS lines (M2BS and M2A) were significantly higher than those in maintainer line (M2B) (p < 0.01). The relative expression of sugar and starch metabolism genes indicated the imbalance of starch and sugar synthesis and decomposition may lead to accumulation of starch granules and demonstrated the presence of cytoplasmic effects. Moreover, chloroplast genome sequencing results showed similarity in both CMS lines, which revealed different single nucleotide polymorphisms (SNPs) and insertion/deletion (InDels) models compared with their maintainer line. Those models were located in psbD, rpoC2, rpl33, psbB, ndhA, ndhH, and intergenic regions. These findings, aligned with the possible association of CMS characteristics with cpDNA and genetically close relationship among both CMS lines, may contribute for future research. [ABSTRACT FROM AUTHOR]