In conclusion, we identified the C11 cluster in fibroblasts that specifically expressed HSPB6 as the essential cluster for PAAD development and constructed a nine-gene prognostic model through tumor-associated PAAD prognostic genes in the C11 subpopulation. Here, HSPB6 is linked to neoplasm.