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Journal ArticleDOI

Decoding Human Megakaryocyte Development.

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TLDR
Single-cell RNA sequencing of human MKs from embryonic yolk sac and fetal liver is used to characterize the transcriptome, cellular heterogeneity, and developmental trajectories of early megakaryopoiesis and identifies a subpopulation of CD42b+CD14+ MKs in vivo that exhibit high expression of genes associated with immune responses.
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This article is published in Cell Stem Cell.The article was published on 2021-03-04. It has received 66 citations till now. The article focuses on the topics: Megakaryopoiesis & Transcriptome.

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Platelet Biogenesis in the Lung Circulation

TL;DR: It is concluded that the lung has significant hematopoietic potential including being a major site of platelet biogenesis and orthotopic, single-lung transplantation experiments into thrombocytopenic and hematOPoietIC progenitor-deficient animals revealed that peripheral blood platelet counts and bone marrow hematopolietic progenitors could be fully reconstituted by the lung transplant procedure.
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Rheumatoid arthritis, systemic lupus erythematosus and primary Sjögren's syndrome shared megakaryocyte expansion in peripheral blood.

TL;DR: In this article, the authors identify the common transcriptional profiling and composition of immune cells in peripheral blood in these autoimmune diseases (ADs) using bulk RNA-seq data for enrichment of biological processes, transcription factors (TFs) and deconvolution-based immune cell types from peripheral blood mononuclear cells (PBMCs) in 119 treatment-naive patients (41 RA, 38 pSS, 28 SLE and 12 polyautoimmunity) and 20 healthy controls.
References
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Journal ArticleDOI

Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks

TL;DR: Several case studies of Cytoscape plug-ins are surveyed, including a search for interaction pathways correlating with changes in gene expression, a study of protein complexes involved in cellular recovery to DNA damage, inference of a combined physical/functional interaction network for Halobacterium, and an interface to detailed stochastic/kinetic gene regulatory models.
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STAR: ultrafast universal RNA-seq aligner

TL;DR: The Spliced Transcripts Alignment to a Reference (STAR) software based on a previously undescribed RNA-seq alignment algorithm that uses sequential maximum mappable seed search in uncompressed suffix arrays followed by seed clustering and stitching procedure outperforms other aligners by a factor of >50 in mapping speed.
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clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters

TL;DR: An R package, clusterProfiler that automates the process of biological-term classification and the enrichment analysis of gene clusters and can be easily extended to other species and ontologies is presented.
Journal ArticleDOI

Integrating single-cell transcriptomic data across different conditions, technologies, and species.

TL;DR: An analytical strategy for integrating scRNA-seq data sets based on common sources of variation is introduced, enabling the identification of shared populations across data sets and downstream comparative analysis.
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