Autonomous driving paper index
Case Report: Schwann cell reprogramming and PDGF-driven nerve hypertrophy in an NF1 patient with CIDP-like autoimmunity
One-line summary
Background and aims Differentiating neoplastic proliferation from inflammatory fibrosis in peripheral nerve hypertrophy is critical.
Engineering notes
Key topics: autonomous driving. See the paper for implementation details and experimental results.
Chinese explanation / 中文解读
中文解读待补充:本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。
Original abstract
Background and aims Differentiating neoplastic proliferation from inflammatory fibrosis in peripheral nerve hypertrophy is critical. We report a patient with a neurofibromatosis type 1 (NF1) deletion exhibiting extreme diffuse nerve enlargement and chronic inflammatory demyelinating polyradiculoneuropathy (CIDP)-like autoimmunity. This study aims to elucidate the underlying endoneurial fibrotic mechanism, specifically focusing on the signaling networks between Schwann cells (SCs) and fibroblasts. Methods Single-cell RNA sequencing was performed on a biopsied sural nerve to profile the cellular and transcriptomic landscape. Intercellular interactome and pseudotime trajectory analyses were utilized to map molecular evolution and signaling crosstalk. Results Transcriptomic profiling revealed that SCs—which normally maintain myelin around axons and support peripheral nerve function—were pathologically entrapped in a dedifferentiated state. Serving as a genetic primer, the NF1 deletion lowered the threshold for SC reprogramming, a vulnerability that was subsequently unleashed by a severe autoimmune infiltrate consisting of macrophages and T cells. These reprogrammed SCs abandoned myelin-maintaining genes, such as MPZ , to acquire a pro-fibrotic phenotype. Through a coordinated platelet-derived growth factor (PDGF) dual-axis network involving PDGFC-PDGFRA and PDGFD-PDGFRB, the entrapped SCs exclusively secreted PDGF ligands that potently activated endoneurial fibroblasts and vascular mural cells. This persistent paracrine signaling orchestrated excessive extracellular matrix deposition, driving a massive expansion of the endoneurial interstitium and the formation of classic “onion bulbs”. Interpretation Our data suggest that the macroscopic hypertrophic changes observed in this specific clinical presentation may reflect an aberrant, immune-triggered fibrotic cascade—where autoimmune leukocyte infiltration continuously drives stromal overgrowth—complementing rather than entirely precluding the classical RAS/MAPK-driven neoplastic SC hyperproliferation. Furthermore, within the limitations of this pilot evaluation, characterizing this potential SC-fibroblast crosstalk indicates that the PDGF signaling pathway may warrant further investigation as a candidate translational therapeutic target for refractory hypertrophic neuropathies.
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