Single Cell Biology 2020
A list of preprints mentioned at the Wellcome Genome Campus Single Cell Biology 2020 meeting.
List by Alex Eve
Preprints:
Spatial transcriptomics reveals the architecture of the tumor/microenvironment interface
CellPhoneDB v2.0: Inferring cell-cell communication from combined expression of multi-subunit receptor-ligand complexes
A spatially resolved single cell atlas of human gastrulation
Integrated analysis of multimodal single-cell data
Capybara: A computational tool to measure cell identity and fate transitions
CellOracle: Dissecting cell identity via network inference and in silico gene perturbation
CellRank for directed single-cell fate mapping
Query to reference single-cell integration with transfer learning
Joint probabilistic modeling of paired transcriptome and proteome measurements in single cells
AutoGeneS: Automatic gene selection using multi-objective optimization for RNA-seq deconvolution
https://www.biorxiv.org/content/10.1101/2020.02.21.940650v1
P2
Deep learning does not outperform classical machine learning for cell-type annotation
https://www.biorxiv.org/content/10.1101/653907v1
P7
scMET: Bayesian modelling of DNA methylation heterogeneity at single-cell resolution
https://www.biorxiv.org/content/10.1101/2020.07.10.196816v2
P22
Functional module detection through integration of single-cell RNA sequencing data with protein–protein interaction networks
https://www.biorxiv.org/content/10.1101/698647v2
P24
Single-cell molecular and cellular architecture of the mouse neurohypophysis
https://www.biorxiv.org/content/10.1101/744466v2
P29
Differences in mitochondrial activity trigger cell competition during early mouse development
https://www.biorxiv.org/content/10.1101/2020.01.15.900613v1
P32
Quantitative and molecular differences distinguish adult human medullary and extramedullary haematopoietic stem and progenitor cell landscapes
https://www.biorxiv.org/content/10.1101/2020.01.26.919753v2
P38
Single cell profiling of immature human postnatal thymocytes resolves the complexity of intra-thymic lineage differentiation and thymus seeding precursors
https://www.biorxiv.org/content/10.1101/2020.04.07.007237v1
P28
Molecular and cellular pathology of monogenic Alzheimer’s disease at single cell resolution
https://www.biorxiv.org/content/10.1101/2020.07.14.202317v1
P15
Primed smooth muscle cells acting as first responder cells in disease
https://www.biorxiv.org/content/10.1101/2020.10.19.345769v1
P71
Spatial mapping of cell types by integration of transcriptomics data
Genome-wide Spatial Expression Profiling in FFPE Tissues
The spatial landscape of gene expression isoforms in tissue sections
Spage2vec: Unsupervised detection of spatial gene expression constellations
Molecular architecture of the developing mouse brain
Hybridization-based In Situ Sequencing (HybISS): spatial transcriptomic detection in human and mouse brain tissue
Human brain organoids reveal accelerated development of cortical neuron classes as a shared feature of autism risk genes
Categories: bioinformatics , cancer biology , developmental biology , immunology , systems biology
Posted on: 11 November 2020 , updated on: 12 November 2020
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| List by | Alex Eve |
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