Abstract Malignant peripheral nerve sheath tumors (MPNSTs) evolve from plexiform neurofibromas (pNF) in patients with neurofibromatosis type-1 (NF-1) yet the cellular and transcriptomic mechanisms underlying this transformation remain unclear. Here, we perform spatial gene expression profiling on fifteen MPNSTs to correlate histologic observations with transcriptomic programs and identify mechanisms underlying malignant transformation. METHODS: Fifteen MPNSTs, including tumors with a histopathologically defined transition zone between adjacent low-grade and high-grade areas (n=3), were retrospectively identified. Spatial transcriptomic profiling was performed using Visium followed by downstream processing with SpaceRanger, Seurat, Harmony, and monocle. RESULTS: 50,807 unique spatial transcriptomes were distributed across 17 unique clusters, of which 12 were enriched for tumor cells and 5 for non-tumor microenvironment cells based on histologic evaluation, unsupervised cell-type assignment, marker gene expression, and cell signature gene sets. Transcriptomic clusters in low-grade areas were enriched for genes regulating mononuclear cell migration and cell-cell adhesion, while high-grade regions were enriched for Ras/Raf/MEK/ERK target genes, anti-apoptotic programs, and extracellular matrix reorganization genes. Trajectory inference beginning in low grade regions revealed spatially organized molecular signatures of malignant transformation enriched for cell cycle progression within histopathologically homogeneous regions. Moreover, the intermediate transformation zone between low-grade neurofibromatous and high-grade MPNST histopathologic regions was marked by loss of cell differentiation genes and increased cell cycle progression. CONCLUSIONS: Spatial transcriptomic analysis elucidates the cellular and gene expression patterns underlying progression from pNF to MPNST. Distinct cell populations exist across low-grade, transformation zone, and high-grade regions in MPNSTs highlighted by alterations in Ras/Raf/MEK/ERK signaling, cell differentiation and cell cycle programs, shedding light on targets for combinatorial molecular therapy to decrease the risk of malignant transformation and serving as a biomarker of aggressive peripheral nerve tumors to complement conventional histopathology.
Read full abstract