Optimization of metabolomic data processing using NOREVA

J Fu, Y Zhang, Y Wang, H Zhang, J Liu, J Tang… - Nature protocols, 2022 - nature.com
A typical output of a metabolomic experiment is a peak table corresponding to the intensity
of measured signals. Peak table processing, an essential procedure in metabolomics, is …

Data normalization strategies in metabolomics: Current challenges, approaches, and tools

BB Misra - European Journal of Mass Spectrometry, 2020 - journals.sagepub.com
Data normalization is a big challenge in quantitative metabolomics approaches, whether
targeted or untargeted. Without proper normalization, the mass-spectrometry and …

Papain-like protease regulates SARS-CoV-2 viral spread and innate immunity

D Shin, R Mukherjee, D Grewe, D Bojkova, K Baek… - Nature, 2020 - nature.com
The papain-like protease PLpro is an essential coronavirus enzyme that is required for
processing viral polyproteins to generate a functional replicase complex and enable viral …

Multi-omic profiling of clear cell renal cell carcinoma identifies metabolic reprogramming associated with disease progression

J Hu, SG Wang, Y Hou, Z Chen, L Liu, R Li, N Li… - Nature Genetics, 2024 - nature.com
Clear cell renal cell carcinoma (ccRCC) is a complex disease with remarkable immune and
metabolic heterogeneity. Here we perform genomic, transcriptomic, proteomic, metabolomic …

[HTML][HTML] Vascular cells improve functionality of human cardiac organoids

HK Voges, SR Foster, L Reynolds, BL Parker… - Cell reports, 2023 - cell.com
Crosstalk between cardiac cells is critical for heart performance. Here we show that vascular
cells within human cardiac organoids (hCOs) enhance their maturation, force of contraction …

Dysregulation in Akt/mTOR/HIF-1 signaling identified by proteo-transcriptomics of SARS-CoV-2 infected cells

S Appelberg, S Gupta… - Emerging microbes & …, 2020 - Taylor & Francis
How severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infections engage
cellular host pathways and innate immunity in infected cells remains largely elusive. We …

NOREVA: enhanced normalization and evaluation of time-course and multi-class metabolomic data

Q Yang, Y Wang, Y Zhang, F Li, W **a… - Nucleic acids …, 2020 - academic.oup.com
Biological processes (like microbial growth & physiological response) are usually dynamic
and require the monitoring of metabolic variation at different time-points. Moreover, there is …

A lysosome membrane regeneration pathway depends on TBC1D15 and autophagic lysosomal reformation proteins

A Bhattacharya, R Mukherjee, SK Kuncha… - Nature cell …, 2023 - nature.com
Acute lysosomal membrane damage reduces the cellular population of functional
lysosomes. However, these damaged lysosomes have a remarkable recovery potential …

Strategies to enable large-scale proteomics for reproducible research

RC Poulos, PG Hains, R Shah, N Lucas… - Nature …, 2020 - nature.com
Reproducible research is the bedrock of experimental science. To enable the deployment of
large-scale proteomics, we assess the reproducibility of mass spectrometry (MS) over time …

MS-DAP platform for downstream data analysis of label-free proteomics uncovers optimal workflows in benchmark data sets and increased sensitivity in analysis of …

F Koopmans, KW Li, RV Klaassen… - Journal of Proteome …, 2022 - ACS Publications
In the rapidly moving proteomics field, a diverse patchwork of data analysis pipelines and
algorithms for data normalization and differential expression analysis is used by the …