Despite myriad technological advances in neuroscience, the nervous system harbors morphological phenomena that continue to defy explanation. First described by the classical microscopists, including Santiago Ramon y Cajal, at the end of the 19th century, the neuronal intranuclear rodlet (INR) has mystified neurohistologists and microscopists for centuries. In this review article, we will provide an overview of the discovery of the INR as well as the subsequent attempts to elucidate its nature and functional significance. We outline our own studies of this structure over the past three decades, focusing on its elusive nature, its interactions with other nuclear organelles, and on disease‐related quantitative changes in Alzheimer's disease. We then describe our somewhat serendipitous discovery that these structures are filamentous aggregates of the nucleotide‐synthesizing metabolic enzyme inosine monophosphate dehydrogenase. The filamentation of metabolic enzymes to form mesoscale cellular structures called “rods and rings” or “cytoophidia” (Greek for “cellular snakes”) is a recently described phenomenon that remains to be systematically investigated in the nervous system. Thus, this review provides an intriguing historical juxtaposition in neuroscience, inculcating the neuronal INR, once a mere morphological curiosity, into one of the most rapidly evolving fields in contemporary cell biology.