Large-scale neurophysiology and single-cell profiling in human neuroscience

AT Lee, EF Chang, MF Paredes, TJ Nowakowski - Nature, 2024 - nature.com
Advances in large-scale single-unit human neurophysiology, single-cell RNA sequencing,
spatial transcriptomics and long-term ex vivo tissue culture of surgically resected human …

Challenges and best practices in omics benchmarking

TG Brooks, NF Lahens, A Mrčela, GR Grant - Nature Reviews Genetics, 2024 - nature.com
Technological advances enabling massively parallel measurement of biological features—
such as microarrays, high-throughput sequencing and mass spectrometry—have ushered in …

Prioritized mass spectrometry increases the depth, sensitivity and data completeness of single-cell proteomics

RG Huffman, A Leduc, C Wichmann, M Di Gioia… - Nature …, 2023 - nature.com
Major aims of single-cell proteomics include increasing the consistency, sensitivity and
depth of protein quantification, especially for proteins and modifications of biological interest …

Benchmarking algorithms for single-cell multi-omics prediction and integration

Y Hu, S Wan, Y Luo, Y Li, T Wu, W Deng, C Jiang… - Nature …, 2024 - nature.com
The development of single-cell multi-omics technology has greatly enhanced our
understanding of biology, and in parallel, numerous algorithms have been proposed to …

scPROTEIN: a versatile deep graph contrastive learning framework for single-cell proteomics embedding

W Li, F Yang, F Wang, Y Rong, L Liu, B Wu, H Zhang… - Nature …, 2024 - nature.com
Single-cell proteomics sequencing technology sheds light on protein–protein interactions,
posttranslational modifications and proteoform dynamics in the cell. However, the …

scPerturb: harmonized single-cell perturbation data

S Peidli, TD Green, C Shen, T Gross, J Min, S Garda… - Nature …, 2024 - nature.com
Abstract Analysis across a growing number of single-cell perturbation datasets is hampered
by poor data interoperability. To facilitate development and benchmarking of computational …

Exploring functional protein covariation across single cells using nPOP

A Leduc, RG Huffman, J Cantlon, S Khan, N Slavov - Genome Biology, 2022 - Springer
Background Many biological processes, such as cell division cycle and drug resistance, are
reflected in protein covariation across single cells. This covariation can be quantified and …

Gene regulatory networks in disease and ageing

P Unger Avila, T Padvitski, AC Leote, H Chen… - Nature Reviews …, 2024 - nature.com
The precise control of gene expression is required for the maintenance of cellular
homeostasis and proper cellular function, and the declining control of gene expression with …

Massively parallel sample preparation for multiplexed single-cell proteomics using nPOP

A Leduc, L Khoury, J Cantlon, S Khan, N Slavov - Nature protocols, 2024 - nature.com
Single-cell proteomics by mass spectrometry (MS) allows the quantification of proteins with
high specificity and sensitivity. To increase its throughput, we developed nano-proteomic …

MS2Rescore 3.0 Is a Modular, Flexible, and User-Friendly Platform to Boost Peptide Identifications, as Showcased with MS Amanda 3.0

LM Buur, A Declercq, M Strobl… - Journal of proteome …, 2024 - ACS Publications
Rescoring of peptide–spectrum matches (PSMs) has emerged as a standard procedure for
the analysis of tandem mass spectrometry data. This emphasizes the need for software …