Primary aldosteronism is predominantly caused by excessive aldosterone production from the adrenal cortex, and the aldosterone-producing structures could take many forms, like adenomas, nodules, micronodules, and so on. Most studies of primary aldosteronism were limited to the hotspot driver genes responsible for autonomous aldosterone production; however, the panoramic genetic architecture and genomic alterations of aldosterone-producing structures and their adjacent hyperplasia glands remain unknown. In this study, whole-exome sequencing and transcriptome sequencing (RNA-seq) analyses were performed using functional nodules and matched hyperplasia tissues, which were microdissected guided by aldosterone synthase immunohistochemistry. Phylogenetic trees were constructed based on the shared and unique mutations, gene mutation spectrums, and clonal characteristics. The rates of mutations represented higher means of functional nodules than hyperplasia samples, and the little mutational overlap was shown between the 2 groups on phylogenetic trees. The mutations of the aldosterone driver gene (KCNJ5 or CACNA1D) were only observed in functional nodules and indicated almost the largest values of cancer cell fraction. Moreover, the functional nodules also harbored some potential variants related to cell proliferation, which were not detected in hyperplasia tissues. Transcriptome analysis suggested that only 25.5% upregulated and 23.3% downregulated genes overlapped between functional nodules and hyperplasia tissues. This study demonstrated a genetic and transcriptome landscape of aldosterone-producing structures and adjacent hyperplasia glands in primary aldosteronism. The results indicated independent clonal origins on functional nodules and hyperplasia tissues, and little mutual evolutionary relationship was found on their phylogenetic trees.