There was strong concordance with pathologist-designated fibrous tissue deposits and fibroblast predictions, attributed to numerous well-established extracellular-matrix (ECM) genes including COL12A1, a gene previously implicated in pro-inflammatory stromal desmoplasia and tumor progression in several cancers39. Here, COL12A1 is linked to neoplasm.