CLOCK and keloid: This methodology not only complements bulk RNA-seq by revealing cellular heterogeneity but also allows for the identification of disease-specific subpopulations and regulators (e.g., CLOCK in keloid fibroblasts) without the need for de novo sample collection, thereby accelerating insights into fibrotic mechanisms while acknowledging potential biases in public data such as variability in sample diversity.