Bioinformatics methods for mass spectrometry-based proteomics data analysis

C Chen, J Hou, JJ Tanner, J Cheng - International journal of molecular …, 2020 - mdpi.com
Recent advances in mass spectrometry (MS)-based proteomics have enabled tremendous
progress in the understanding of cellular mechanisms, disease progression, and the …

Analytical methods in untargeted metabolomics: state of the art in 2015

A Alonso, S Marsal, A Julià - Frontiers in bioengineering and …, 2015 - frontiersin.org
Metabolomics comprises the methods and techniques that are used to measure the small
molecule composition of biofluids and tissues, and is actually one of the most rapidly …

[HTML][HTML] Deep multilayer brain proteomics identifies molecular networks in Alzheimer's disease progression

B Bai, X Wang, Y Li, PC Chen, K Yu, KK Dey… - Neuron, 2020 - cell.com
Alzheimer's disease (AD) displays a long asymptomatic stage before dementia. We
characterize AD stage-associated molecular networks by profiling 14,513 proteins and …

Cancer metabolites: promising biomarkers for cancer liquid biopsy

W Wang, Z Rong, G Wang, Y Hou, F Yang, M Qiu - Biomarker Research, 2023 - Springer
Cancer exerts a multitude of effects on metabolism, including the reprogramming of cellular
metabolic pathways and alterations in metabolites that facilitate inappropriate proliferation of …

Statistical strategies for avoiding false discoveries in metabolomics and related experiments

DI Broadhurst, DB Kell - Metabolomics, 2006 - Springer
Many metabolomics, and other high-content or high-throughput, experiments are set up
such that the primary aim is the discovery of biomarker metabolites that can discriminate …

statTarget: A streamlined tool for signal drift correction and interpretations of quantitative mass spectrometry-based omics data

H Luan, F Ji, Y Chen, Z Cai - Analytica chimica acta, 2018 - Elsevier
Large-scale quantitative mass spectrometry-based metabolomics and proteomics study
requires the long-term analysis of multiple batches of biological samples, which often …

Role of spectral counting in quantitative proteomics

DH Lundgren, SI Hwang, L Wu… - Expert review of …, 2010 - Taylor & Francis
Spectral count, defined as the total number of spectra identified for a protein, has gained
acceptance as a practical, label-free, semiquantitative measure of protein abundance in …

A simple implementation of a normal mixture approach to differential gene expression in multiclass microarrays

GJ McLachlan, RW Bean, LBT Jones - Bioinformatics, 2006 - academic.oup.com
Motivation: An important problem in microarray experiments is the detection of genes that
are differentially expressed in a given number of classes. We provide a straightforward and …

Disturbance and restoration of soil microbial communities after in-situ thermal desorption in a chlorinated hydrocarbon contaminated site

J Shentu, Q Chen, Y Cui, Y Wang, L Lu, Y Long… - Journal of Hazardous …, 2023 - Elsevier
Thermal desorption technology has been widely used for the remediation of organic
contaminated soil, but the heating process may alter the soil properties and its safety …

Habitat heterogeneity induced by pyrogenic organic matter in wildfire-perturbed soils mediates bacterial community assembly processes

L Zhang, B Ma, C Tang, H Yu, X Lv… - The ISME …, 2021 - academic.oup.com
Although pyrogenic organic matter (PyOM) generated during wildfires plays a critical role in
post-fire ecosystem recovery, the specific mechanisms by which PyOM controls soil …