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Lau, X.

Publications and source records attributed to Lau, X..

2 recordsLinked to original sources

Spatial transcriptomic profiling of human retinoblastoma

Retinoblastoma (RB) represents one of the most prevalent intraocular cancers in children. Understanding the tumor heterogeneity in RB is important to design better targeted therapies. Here we used spatial transcriptomic to profile human retina and RB tumor to comprehensively dissect the spatial cell-cell communication networks. We found high intratumoral heterogeneity in RB, consisting of 10 transcriptionally distinct subpopulations with varying levels of proliferation capacity. Our results uncovered a complex architecture of the tumor microenvironment that predominantly consisted of cone precursors, as well as glial cells and cancer-associated fibroblasts. We delineated the cell trajectory underlying malignant progression of RB, and identified key signaling pathways driving genetic regulation across RB progression. We also explored the signaling pathways mediating cell-cell communications in RB subpopulations, and mapped the spatial networks of RB subpopulations and region neighbors. Altogether, we constructed the first spatial gene atlas for RB, which allowed us to characterize the transcriptomic landscape in spatially-resolved RB subpopulations, providing novel insights into the complex spatial communications involved in RB progression.

systems biology↗

Single cell RNA-seq reveals protracted germ line X chromosome reactivation dynamics directed by a PRC2 dependent mechanism

Initiating soon after PGC specification, female germ cells undergo reactivation of the silenced X chromosome during genome wide reprogramming. However, the kinetics and dynamics of XCR in vivo have remained poorly understood. To address this here we perform a global appraisal of XCR using high-dimensional techniques. Using F1 B6 v CAST mouse embryos, we perform a detailed assessment, applying single-cell RNA-seq and chromatin profiling on germ cells purified from E10.5 to E16.5. While scRNA-seq profile showed that male and female germ cells are transcriptionally indistinct at E11.5, they are sexually dimorphic by E12.5, diverging further through development to E16.5. With allelic resolution, we show that the reactivating X chromosome is only partly active at E10.5, then reactivates gradually and reaches near parity in output to the constitutively active X chromosome at [~]E16.5 when developing oogonia are meiosis prophase I. Crucially, we show that sexually dimorphic dosage compensation patterns observed in germ cells, occur in tandem with an increase in the allelic proportion from the reactivating X chromosome. While Xist is extinguished from E10.5, the epigenetic memory of earlier XCI in female cells persists much longer, likely from self-sustained PRC2 complex (Ezh2 / Eed / Suz12) function. The reactivating X chromosome is enriched in the epigenetic silencing mark H3K27me3 at E13.5, which is removed by E16.5 permitting gene expression. Our findings link XCR, along with functional regulation of PRC2 in promoting female meiosis.

developmental biology↗