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Open access Sep 2026

A Conserved Macrophage-to-Hepatic Stellate Cell PDGF Axis in Human MASH Identified by Multi-Cohort sc/snRNA-Seq Re-Analysis

The critically re-evaluated human liver single-nucleus RNA-sequencing data using a rigorous per-donor statistical framework to dissociate invariant biological signals from technical artifacts and establish a reproducibility-first standard for single-cell translational research.

H. Ling, P. Qiu, Yan-Zhu Hu · 0 citations

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