One of the main challenges is the limited amount of starting material, which can lead to issues with sensitivity and reproducibility. Additionally, the complexity of data analysis increases exponentially when dealing with single-cell data. Researchers must use sophisticated algorithms and statistical methods to interpret the results accurately.