[HTML][HTML] Single-cell RNA-seq technologies and related computational data analysis

G Chen, B Ning, T Shi - Frontiers in genetics, 2019 - frontiersin.org
Single-cell RNA sequencing (scRNA-seq) technologies allow the dissection of gene
expression at single-cell resolution, which greatly revolutionizes transcriptomic studies. A …

Single-cell RNA sequencing technologies and bioinformatics pipelines

B Hwang, JH Lee, D Bang - Experimental & molecular medicine, 2018 - nature.com
Rapid progress in the development of next-generation sequencing (NGS) technologies in
recent years has provided many valuable insights into complex biological systems, ranging …

Single-cell transcriptomic atlas of the human endometrium during the menstrual cycle

W Wang, F Vilella, P Alama, I Moreno, M Mignardi… - Nature Medicine, 2020 - nature.com
In a human menstrual cycle the endometrium undergoes remodeling, shedding and
regeneration, all of which are driven by substantial gene expression changes in the …

[PDF][PDF] Optimal-transport analysis of single-cell gene expression identifies developmental trajectories in reprogramming

G Schiebinger, J Shu, M Tabaka, B Cleary… - Cell, 2019 - cell.com
Understanding the molecular programs that guide differentiation during development is a
major challenge. Here, we introduce Waddington-OT, an approach for studying …

Temporal modelling using single-cell transcriptomics

J Ding, N Sharon, Z Bar-Joseph - Nature Reviews Genetics, 2022 - nature.com
Methods for profiling genes at the single-cell level have revolutionized our ability to study
several biological processes and systems including development, differentiation, response …

A comparison of single-cell trajectory inference methods

W Saelens, R Cannoodt, H Todorov, Y Saeys - Nature biotechnology, 2019 - nature.com
Trajectory inference approaches analyze genome-wide omics data from thousands of single
cells and computationally infer the order of these cells along developmental trajectories …

Single-cell mRNA quantification and differential analysis with Census

X Qiu, A Hill, J Packer, D Lin, YA Ma, C Trapnell - Nature methods, 2017 - nature.com
Single-cell gene expression studies promise to reveal rare cell types and cryptic states, but
the high variability of single-cell RNA-seq measurements frustrates efforts to assay …

Scaling single-cell genomics from phenomenology to mechanism

A Tanay, A Regev - Nature, 2017 - nature.com
Three of the most fundamental questions in biology are how individual cells differentiate to
form tissues, how tissues function in a coordinated and flexible fashion and which gene …

Uncovering an organ's molecular architecture at single-cell resolution by spatially resolved transcriptomics

J Liao, X Lu, X Shao, L Zhu, X Fan - Trends in biotechnology, 2021 - cell.com
Revealing fine-scale cellular heterogeneity among spatial context and the functional and
structural foundations of tissue architecture is fundamental within biological research and …

[PDF][PDF] Single-cell transcriptomics meets lineage tracing

L Kester, A Van Oudenaarden - Cell stem cell, 2018 - cell.com
Reconstructing lineage relationships between cells within a tissue or organism is a long-
standing aim in biology. Traditionally, lineage tracing has been achieved through the …