Data collection in histological studies involves obtaining tissue samples through biopsies or surgical procedures. These samples are then processed, stained, and examined under a microscope. Advanced techniques, such as immunohistochemistry and molecular pathology, are often employed to identify specific markers and pathways involved in disease processes. The data gathered is then analyzed statistically to identify patterns and correlations with epidemiological data.