Lineage tracing meets single-cell omics: opportunities and challenges

DE Wagner, AM Klein - Nature Reviews Genetics, 2020 - nature.com
A fundamental goal of developmental and stem cell biology is to map the developmental
history (ontogeny) of differentiated cell types. Recent advances in high-throughput single …

RNA velocity—current challenges and future perspectives

V Bergen, RA Soldatov, PV Kharchenko… - Molecular systems …, 2021 - embopress.org
RNA velocity has enabled the recovery of directed dynamic information from single‐cell
transcriptomics by connecting measurements to the underlying kinetics of gene expression …

Transfer learning enables predictions in network biology

CV Theodoris, L Xiao, A Chopra, MD Chaffin… - Nature, 2023 - nature.com
Mapping gene networks requires large amounts of transcriptomic data to learn the
connections between genes, which impedes discoveries in settings with limited data …

[HTML][HTML] Single-cell roadmap of human gonadal development

L Garcia-Alonso, V Lorenzi, CI Mazzeo… - Nature, 2022 - nature.com
Gonadal development is a complex process that involves sex determination followed by
divergent maturation into either testes or ovaries. Historically, limited tissue accessibility, a …

Mitochondria metabolism sets the species-specific tempo of neuronal development

R Iwata, P Casimir, E Erkol, L Boubakar, M Planque… - Science, 2023 - science.org
Neuronal development in the human cerebral cortex is considerably prolonged compared
with that of other mammals. We explored whether mitochondria influence the species …

Lineage plasticity in prostate cancer depends on JAK/STAT inflammatory signaling

JM Chan, S Zaidi, JR Love, JL Zhao, M Setty… - Science, 2022 - science.org
Drug resistance in cancer is often linked to changes in tumor cell state or lineage, but the
molecular mechanisms driving this plasticity remain unclear. Using murine organoid and …

[HTML][HTML] CellRank for directed single-cell fate mapping

M Lange, V Bergen, M Klein, M Setty, B Reuter… - Nature …, 2022 - nature.com
Computational trajectory inference enables the reconstruction of cell state dynamics from
single-cell RNA sequencing experiments. However, trajectory inference requires that the …

[HTML][HTML] Chromatin potential identified by shared single-cell profiling of RNA and chromatin

S Ma, B Zhang, LM LaFave, AS Earl, Z Chiang, Y Hu… - Cell, 2020 - cell.com
Cell differentiation and function are regulated across multiple layers of gene regulation,
including modulation of gene expression by changes in chromatin accessibility. However …

STING inhibits the reactivation of dormant metastasis in lung adenocarcinoma

J Hu, FJ Sánchez-Rivera, Z Wang, GN Johnson, Y Ho… - Nature, 2023 - nature.com
Metastasis frequently develops from disseminated cancer cells that remain dormant after the
apparently successful treatment of a primary tumour. These cells fluctuate between an …

[PDF][PDF] Single-cell sequencing links multiregional immune landscapes and tissue-resident T cells in ccRCC to tumor topology and therapy efficacy

C Krishna, RG DiNatale, F Kuo, RM Srivastava… - Cancer cell, 2021 - cell.com
Clear cell renal cell carcinomas (ccRCCs) are highly immune infiltrated, but the effect of
immune heterogeneity on clinical outcome in ccRCC has not been fully characterized. Here …