Best practices for single-cell analysis across modalities

L Heumos, AC Schaar, C Lance, A Litinetskaya… - Nature Reviews …, 2023 - nature.com
Recent advances in single-cell technologies have enabled high-throughput molecular
profiling of cells across modalities and locations. Single-cell transcriptomics data can now …

Using clusterProfiler to characterize multiomics data

S Xu, E Hu, Y Cai, Z **e, X Luo, L Zhan, W Tang… - Nature protocols, 2024 - nature.com
With the advent of multiomics, software capable of multidimensional enrichment analysis
has become increasingly crucial for uncovering gene set variations in biological processes …

TBtools-II: A “one for all, all for one” bioinformatics platform for biological big-data mining

C Chen, Y Wu, J Li, X Wang, Z Zeng, J Xu, Y Liu… - Molecular plant, 2023 - cell.com
Since the official release of the stand-alone bioinformatics toolkit TBtools in 2020, its
superior functionality in data analysis has been demonstrated by its widespread adoption by …

Identification of mobile genetic elements with geNomad

AP Camargo, S Roux, F Schulz, M Babinski, Y Xu… - Nature …, 2024 - nature.com
Identifying and characterizing mobile genetic elements in sequencing data is essential for
understanding their diversity, ecology, biotechnological applications and impact on public …

[HTML][HTML] Loss of epigenetic information as a cause of mammalian aging

JH Yang, M Hayano, PT Griffin, JA Amorim… - Cell, 2023 - cell.com
All living things experience an increase in entropy, manifested as a loss of genetic and
epigenetic information. In yeast, epigenetic information is lost over time due to the …

[HTML][HTML] NASH limits anti-tumour surveillance in immunotherapy-treated HCC

D Pfister, NG Núñez, R Pinyol, O Govaere, M Pinter… - Nature, 2021 - nature.com
Hepatocellular carcinoma (HCC) can have viral or non-viral causes,,,–. Non-alcoholic
steatohepatitis (NASH) is an important driver of HCC. Immunotherapy has been approved …

[HTML][HTML] Comprehensive integration of single-cell data

T Stuart, A Butler, P Hoffman, C Hafemeister… - cell, 2019 - cell.com
Single-cell transcriptomics has transformed our ability to characterize cell states, but deep
biological understanding requires more than a taxonomic listing of clusters. As new methods …

Lung adenocarcinoma promotion by air pollutants

W Hill, EL Lim, CE Weeden, C Lee, M Augustine… - Nature, 2023 - nature.com
A complete understanding of how exposure to environmental substances promotes cancer
formation is lacking. More than 70 years ago, tumorigenesis was proposed to occur in a two …

Small-molecule inhibition of METTL3 as a strategy against myeloid leukaemia

E Yankova, W Blackaby, M Albertella, J Rak… - Nature, 2021 - nature.com
Abstract N 6-methyladenosine (m6A) is an abundant internal RNA modification, that is
catalysed predominantly by the METTL3–METTL14 methyltransferase complex,. The m6A …

Analysis of compositions of microbiomes with bias correction

H Lin, SD Peddada - Nature communications, 2020 - nature.com
Differential abundance (DA) analysis of microbiome data continues to be a challenging
problem due to the complexity of the data. In this article we define the notion of “sampling …