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Chromatin and gene-regulatory dynamics of the developing human cerebral cortex at single-cell resolution

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TLDR
In this paper, the activity of gene-regulatory elements was mapped to identify genomic regions crucial to corticogenesis, generating a single-cell atlas of gene expression and chromatin accessibility both independently and jointly.
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This article is published in Cell.The article was published on 2021-09-16 and is currently open access. It has received 137 citations till now. The article focuses on the topics: Regulation of gene expression & Chromatin.

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A single-cell atlas of chromatin accessibility in the human genome

TL;DR: In this article, single-cell chromatin accessibility assays to 30 adult human tissue types from multiple donors were used to profile the activity of gene regulatory elements in diverse cell types and tissues in the human body.
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Maturation and circuit integration of transplanted human cortical organoids

TL;DR: In this article , human stem cell-derived cortical organoids transplanted into the somatosensory cortex of newborn athymic rats develop mature cell types that integrate into sensory and motivation-related circuits.
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Human brain organogenesis: Toward a cellular understanding of development and disease.

TL;DR: This paper reviewed recent progress on uncovering the cellular and molecular principles of human brain organogenesis in vivo as well as using organoids and assembloids in vitro to model features of human evolution and disease.
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Human brain organogenesis: Toward a cellular understanding of development and disease

- 01 Jan 2022 - 
TL;DR: This article reviewed recent progress on uncovering the cellular and molecular principles of human brain organogenesis in vivo as well as using organoids and assembloids in vitro to model features of human evolution and disease.
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Cell-type-specific cis-eQTLs in eight human brain cell types identify novel risk genes for psychiatric and neurological disorders

TL;DR: This article performed an eQTL analysis using single-nuclei RNA sequencing from 192 individuals in eight brain cell types derived from the prefrontal cortex, temporal cortex and white matter, and identified 7,607 eGenes, a substantial fraction (46%, 3,537/7,607) of which show cell-type-specific effects with strongest effects in microglia.
References
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Journal ArticleDOI

Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2

TL;DR: This work presents DESeq2, a method for differential analysis of count data, using shrinkage estimation for dispersions and fold changes to improve stability and interpretability of estimates, which enables a more quantitative analysis focused on the strength rather than the mere presence of differential expression.
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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.
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Model-based Analysis of ChIP-Seq (MACS)

TL;DR: This work presents Model-based Analysis of ChIP-Seq data, MACS, which analyzes data generated by short read sequencers such as Solexa's Genome Analyzer, and uses a dynamic Poisson distribution to effectively capture local biases in the genome, allowing for more robust predictions.
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Comprehensive Integration of Single-Cell Data.

TL;DR: A strategy to "anchor" diverse datasets together, enabling us to integrate single-cell measurements not only across scRNA-seq technologies, but also across different modalities.
Posted Content

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

TL;DR: The UMAP algorithm is competitive with t-SNE for visualization quality, and arguably preserves more of the global structure with superior run time performance.
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