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Noncoding RNAs (ncRNAs), including microRNAs (miRNAs) and circular RNAs (circRNAs), which are expressed with a daily rhythm in the rat pineal gland, are associated with the regulation of melatonin secretion and other biological functions. However, the mechanisms of these molecules in the rat pineal gland are not yet fully understood. In this study, we found that circR-WNK2 was highly expressed at night, which may be involved in the regulation of melatonin secretion through the competitive endogenous RNA (ceRNA) mechanism. By dual luciferase reporter, RNA pull-down, and fluorescence in situ hybridization (FISH) assays, we found that miR-328a-3p can target circR-WNK2 and the Aa-natmRNA 3′UTR. Transfection experiments indicated that circR-WNK2 could competitively bind to miR-328a-3p, reduce miR-328a-3p expression, and promote Aa-natgene expression and melatonin secretion. And by constructing a superior cervical ganglionectomy (SCGx) rat model, we found that ncRNAs expression in the pineal gland was regulated by signals from the suprachiasmatic nucleus. This finding supports the hypothesis that these noncoding RNAs may interact to shape the circadian rhythm through transcriptional processing in melatonin synthesis.