We introduce volumetric DNA microscopy, a technique that enables three-dimensional imaging of tissue morphology and gene expression in a single measurement. This feat is achieved by forming a huge intermolecular network of DNA barcodes within an intact specimen and encoding their pairwise proximities into a DNA sequence library.