Ruqian Lyu
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View article: A spatial transcriptomic atlas of acute neonatal lung injury across development and disease severity
A spatial transcriptomic atlas of acute neonatal lung injury across development and disease severity Open
Mapping the spatial and temporal transcriptional relationships during lung development is fundamental to understanding regeneration and chronic lung disease; however, the classification of samples as control or disease is especially challe…
View article: A spatial transcriptomic atlas of acute neonatal lung injury across development and disease severity
A spatial transcriptomic atlas of acute neonatal lung injury across development and disease severity Open
A molecular understanding of lung organogenesis requires delineation of the timing and regulation of the cellular transitions that ultimately form and support a surface capable of gas exchange. While the advent of single-cell transcriptomi…
View article: SpatialRNA: a python package for easy application of Graph Neural Network models on single-molecule spatial transcriptomics dataset
SpatialRNA: a python package for easy application of Graph Neural Network models on single-molecule spatial transcriptomics dataset Open
Image-based spatial transcriptomics deliver gene expression measurements of RNA transcripts in tissue slices with single-molecule resolution and spatial context preserved. Modern Graph Neural Network (GNN) models are promising methods for …
View article: Spatial transcriptomics identifies molecular niche dysregulation associated with distal lung remodeling in pulmonary fibrosis
Spatial transcriptomics identifies molecular niche dysregulation associated with distal lung remodeling in pulmonary fibrosis Open
Large-scale changes in the structure and cellular makeup of the distal lung are a hallmark of pulmonary fibrosis (PF), but the spatial contexts that contribute to disease pathogenesis have remained uncertain. Using image-based spatial tran…
View article: Image-based spatial transcriptomics identifies molecular niche dysregulation associated with distal lung remodeling in pulmonary fibrosis
Image-based spatial transcriptomics identifies molecular niche dysregulation associated with distal lung remodeling in pulmonary fibrosis Open
The human lung is structurally complex, with a diversity of specialized epithelial, stromal and immune cells playing specific functional roles in anatomically distinct locations, and large-scale changes in the structure and cellular makeup…
View article: Fancm has dual roles in the limiting of meiotic crossovers and germ cell maintenance in mammals
Fancm has dual roles in the limiting of meiotic crossovers and germ cell maintenance in mammals Open
Meiotic crossovers are required for accurate chromosome segregation and producing new allelic combinations. Meiotic crossover numbers are tightly regulated within a narrow range, despite an excess of initiating DNA double-strand breaks. He…
View article: Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma
Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma Open
View article: Additional file 13 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma
Additional file 13 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma Open
Additional file 13: Data S2. Related to Fig. 1. mRNA transcript abundance, probe methylation (beta) values, and copy number variation data for all TCGA liver samples (including matched adjacent normal liver tissue). Corresponds to pre-tran…
View article: Additional file 14 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma
Additional file 14 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma Open
Additional file 14: Data S3. Related to Fig. 1. z-score normalized mRNA transcript abundance, probe methylation (beta) values, and copy number variation for all TCGA liver samples (including matched adjacent normal liver tissue). Correspon…
View article: Additional file 15 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma
Additional file 15 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma Open
Additional file 15: Data S4. Related to Fig. 2, Fig. 3, Fig. 4, and Fig. 6. Comparison of the fold change in mRNA expression for the tumor suppressor genes targeted individually or multiplexed by CRISPRa system (SpdCas9-VPR and MS2-MCP-p65…
View article: Additional file 16 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma
Additional file 16 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma Open
Additional file 16: Data S5. Related to Figs. 3, 4, and 7. Comprehensive bioinformatic analysis of predicted potential off-targets for the ten TSGs targeted by CRISPRa technology utilizing the most active gRNAs.
View article: Additional file 17 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma
Additional file 17 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma Open
Additional file 17: Data S6. Related to Figure S6. Probe methylation (beta) values for HHIP in transiently transfected Hep3B cells with SpdCas9-VPR and MS2-MCP-p65-HSF1, or SpdCas9-TET1-CD and MS2-MCP-p65-HSF1 targeting HHIP promoter.
View article: Additional file 12 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma
Additional file 12 of Epigenetic reactivation of tumor suppressor genes with CRISPRa technologies as precision therapy for hepatocellular carcinoma Open
Additional file 12: Data S1. Related to Fig. 1. Assigned 'integrated cluster' (iClust) groups for TCGA liver cancer samples where available (from the original TCGA-LIHC manuscript), together with inferred iClusters for unspecified samples,…
View article: Meiotic crossover detection from single-cell DNA sequencing of sperm cells and bulk DNA sequencing of BC1F1 pups
Meiotic crossover detection from single-cell DNA sequencing of sperm cells and bulk DNA sequencing of BC1F1 pups Open
This repository contains: The preprocessing workflows (in Snakemake files) for analysing the single-cell DNA sequencing of sperm cells and bulk DNA sequencing from Fancm mice for crossover detection The HTML analysis reports The R scripts …
View article: sgcocaller and comapr: personalised haplotype assembly and comparative crossover map analysis using single-gamete sequencing data
sgcocaller and comapr: personalised haplotype assembly and comparative crossover map analysis using single-gamete sequencing data Open
Profiling gametes of an individual enables the construction of personalised haplotypes and meiotic crossover landscapes, now achievable at larger scale than ever through the availability of high-throughput single-cell sequencing technologi…
View article: <i>Fancm</i> regulates meiotic double-strand break repair pathway choice in mammals
<i>Fancm</i> regulates meiotic double-strand break repair pathway choice in mammals Open
Meiotic crossovers are required for accurate chromosome segregation and to produce new allelic combinations. Meiotic crossover numbers are tightly regulated within a narrow range, despite an excess of initiating DNA double-strand breaks. H…
View article: Proliferation drives quorum sensing of microbial products in human macrophage populations
Proliferation drives quorum sensing of microbial products in human macrophage populations Open
Macrophages coordinate the initial host inflammatory response to tissue infection, as well as mediating the reparative phase, by producing growth factors that promote tissue repair. One model of this functional dichotomy is that peripheral…
View article: Case Report: Hypoglycemia Due to a Novel Activating Glucokinase Variant in an Adult – a Molecular Approach
Case Report: Hypoglycemia Due to a Novel Activating Glucokinase Variant in an Adult – a Molecular Approach Open
We present a case of an obese 22-year-old man with activating GCK variant who had neonatal hypoglycemia, re-emerging with hypoglycemia later in life. We investigated him for asymptomatic hypoglycemia with a family history of hypoglycemia. …
View article: sgcocaller and comapr: personalised haplotype assembly and comparative crossover map analysis using single-gamete sequencing data
sgcocaller and comapr: personalised haplotype assembly and comparative crossover map analysis using single-gamete sequencing data Open
Profiling gametes of an individual enables the construction of personalised haplotypes and meiotic crossover landscapes, now achievable at larger scale than ever through the availability of high-throughput single-cell sequencing technologi…
View article: Key signaling networks are dysregulated in patients with the adipose tissue disorder, lipedema
Key signaling networks are dysregulated in patients with the adipose tissue disorder, lipedema Open
View article: Personalized genome structure via single gamete sequencing
Personalized genome structure via single gamete sequencing Open
Genetic maps have been fundamental to building our understanding of disease genetics and evolutionary processes. The gametes of an individual contain all of the information required to perform a de novo chromosome-scale assembly of an indi…
View article: Cardelino: computational integration of somatic clonal substructure and single-cell transcriptomes
Cardelino: computational integration of somatic clonal substructure and single-cell transcriptomes Open
Bulk and single-cell DNA sequencing has enabled reconstructing clonal substructures of somatic tissues from frequency and cooccurrence patterns of somatic variants. However, approaches to characterize phenotypic variations between clones a…
View article: Referee report. For: Fluent genomics with plyranges and tximeta [version 1; peer review: 1 approved, 1 approved with reservations]
Referee report. For: Fluent genomics with plyranges and tximeta [version 1; peer review: 1 approved, 1 approved with reservations] Open
View article: Using singscore to predict mutation status in acute myeloid leukemia from transcriptomic signatures
Using singscore to predict mutation status in acute myeloid leukemia from transcriptomic signatures Open
Advances in RNA sequencing (RNA-seq) technologies that measure the transcriptome of biological samples have revolutionised our ability to understand transcriptional regulatory programs that underpin diseases such as cancer. We recently pub…
View article: Using singscore to predict mutation status in acute myeloid leukemia from transcriptomic signatures
Using singscore to predict mutation status in acute myeloid leukemia from transcriptomic signatures Open
Advances in RNA sequencing (RNA-seq) technologies that measure the transcriptome of biological samples have revolutionised our ability to understand transcriptional regulatory programs that underpin diseases such as cancer. We recently pub…
View article: Using singscore to predict mutations in acute myeloid leukemia from transcriptomic signatures
Using singscore to predict mutations in acute myeloid leukemia from transcriptomic signatures Open
Advances in RNA sequencing (RNA-seq) technologies that measure the transcriptome of biological samples have revolutionised our ability to understand transcriptional regulatory programs that underpin diseases such as cancer. We recently pub…
View article: Single sample scoring of molecular phenotypes
Single sample scoring of molecular phenotypes Open
View article: Additional file 2: of Single sample scoring of molecular phenotypes
Additional file 2: of Single sample scoring of molecular phenotypes Open
This includes IDs for 500 of the overlapping samples between the TCGA breast cancer RNA-seq and microarray data. (TXT 8 kb)
View article: Defining a landscape of molecular phenotypes using a simple single sample scoring method
Defining a landscape of molecular phenotypes using a simple single sample scoring method Open
Background Gene set scoring provides a useful approach for quantifying concordance between sample transcriptomes and selected molecular signatures. Most methods use information from all samples to score an individual sample, leading to uns…