Channel: scRNA-seq

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2023 Articles

7 497 articles

Mapping RNA translation

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Massively Parallel Profiling of Accessible Chromatin and Proteins with ASAP-Seq

  • Eleni P Mimitou, Peter Smibert, Caleb A Lareau, …, Eleni P Mimitou, Peter Smibert, Caleb A Lareau
  • Methods Mol Biol, 10.1007/978-1-0716-2899-7_13
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A comprehensive benchmarking with practical guidelines for cellular deconvolution of spatial transcriptomics

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Single-cell RNA-seq data analysis based on directed graph neural network

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Characterization and decontamination of background noise in droplet-based single-cell protein expression data with DecontPro

  • Yuan Yin, Masanao Yajima, Joshua D Campbell, …, Yuan Yin, Masanao Yajima, Joshua D Campbell
  • bioRxiv : the preprint server for biology, 10.1101/2023.01.27.525964
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Unsupervised removal of systematic background noise from droplet-based single-cell experiments using CellBender

  • Mark D Chaffin, Alessandro Arduini, Amer-Denis Akkad, …, Anthony A Philippakis, Patrick T Ellinor, Mehrtash Babadi
  • Nat Methods, 10.1038/s41592-023-01943-7
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SpaDecon: cell-type deconvolution in spatial transcriptomics with semi-supervised learning

  • Jian Hu, Amelia Schroeder, Edward B Lee, …, Amelia Schroeder, Edward B Lee, Mingyao Li
  • Commun Biol, 10.1038/s42003-023-04761-x
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Approaches for single-cell RNA sequencing across tissues and cell types

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The technological landscape and applications of single-cell multi-omics

  • Alev Baysoy, Zhiliang Bai, Rahul Satija, …, Zhiliang Bai, Rahul Satija, Rong Fan
  • Nat Rev Mol Cell Biol, 10.1038/s41580-023-00615-w
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Accurate and interpretable gene expression imputation on scRNA-seq data using IGSimpute

  • Ke Xu, ChinWang Cheong, Werner P Veldsman, …, Aiping Lyu, William K Cheung, Lu Zhang
  • Brief Bioinform, 10.1093/bib/bbad124
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2022 Articles

689 articles

Single-cell RNA-seq data analysis using graph autoencoders and graph attention networks

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Concordance of MERFISH spatial transcriptomics with bulk and single-cell RNA sequencing

  • Jonathan Liu, Vanessa Tran, Venkata Naga Pranathi Vemuri, …, John Haliburton, Angela Oliveira Pisco, Norma F Neff
  • Life Sci Alliance, 10.26508/lsa.202201701
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Benchmarking automated cell type annotation tools for single-cell ATAC-seq data

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Biology-inspired data-driven quality control for scientific discovery in single-cell transcriptomics

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scCapsNet-mask: an updated version of scCapsNet with extended applicability in functional analysis related to scRNA-seq data

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Clustering of single-cell multi-omics data with a multimodal deep learning method

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A single-cell RNA labeling strategy for measuring stress response upon tissue dissociation

  • Anika Neuschulz, Olga Bakina, Victor Badillo-Lisakowski, …, Michael Gotthardt, Helmut Kettenmann, Jan Philipp Junker
  • Mol Syst Biol, 10.15252/msb.202211147
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EnDecon: cell type deconvolution of spatially resolved transcriptomics data via ensemble learning

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Deconvolution algorithms for inference of the cell-type composition of the spatial transcriptome

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Advances in Single-Cell Sequencing Technology and Its Application in Poultry Science

  • Yong Liu, Shuangmin Liang, Bo Wang, …, Junjing Jia, Kun Wang, Changrong Ge
  • Genes (Basel), 10.3390/genes13122211
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