Quenching can significantly influence the size, shape, and distribution of nanoparticles. By rapidly cooling a solution containing nanoparticles, scientists can prevent the particles from growing too large or aggregating. This helps in achieving a more uniform size distribution, which is critical for applications like drug delivery and catalysis.