Machine learning for multi-omics data integration in cancer
Multi-omics data analysis is an important aspect of cancer molecular biology studies and
has led to ground-breaking discoveries. Many efforts have been made to develop machine …
has led to ground-breaking discoveries. Many efforts have been made to develop machine …
Proteome discoverer—a community enhanced data processing suite for protein informatics
BC Orsburn - Proteomes, 2021 - mdpi.com
Proteomics researchers today face an interesting challenge: how to choose among the
dozens of data processing and analysis pipelines available for converting tandem mass …
dozens of data processing and analysis pipelines available for converting tandem mass …
Global detection of human variants and isoforms by deep proteome sequencing
An average shotgun proteomics experiment detects approximately 10,000 human proteins
from a single sample. However, individual proteins are typically identified by peptide …
from a single sample. However, individual proteins are typically identified by peptide …
[HTML][HTML] Pan-cancer proteomic map of 949 human cell lines
The proteome provides unique insights into disease biology beyond the genome and
transcriptome. A lack of large proteomic datasets has restricted the identification of new …
transcriptome. A lack of large proteomic datasets has restricted the identification of new …
[HTML][HTML] Quantitative proteomics of the cancer cell line encyclopedia
Proteins are essential agents of biological processes. To date, large-scale profiling of cell
line collections including the Cancer Cell Line Encyclopedia (CCLE) has focused primarily …
line collections including the Cancer Cell Line Encyclopedia (CCLE) has focused primarily …
Proteogenomic analysis of human colon cancer reveals new therapeutic opportunities
We performed the first proteogenomic study on a prospectively collected colon cancer
cohort. Comparative proteomic and phosphoproteomic analysis of paired tumor and normal …
cohort. Comparative proteomic and phosphoproteomic analysis of paired tumor and normal …
The target landscape of clinical kinase drugs
INTRODUCTION Molecularly targeted drugs such as imatinib and crizotinib have
revolutionized the treatment of certain blood and lung cancers because of their remarkable …
revolutionized the treatment of certain blood and lung cancers because of their remarkable …
On the dependency of cellular protein levels on mRNA abundance
The question of how genomic information is expressed to determine phenotypes is of central
importance for basic and translational life science research and has been studied by …
importance for basic and translational life science research and has been studied by …
Data-independent acquisition mass spectrometry (DIA-MS) for proteomic applications in oncology
Data-independent acquisition mass spectrometry (DIA-MS) is a next generation proteomic
methodology that generates permanent digital proteome maps offering highly reproducible …
methodology that generates permanent digital proteome maps offering highly reproducible …
Genome, transcriptome and proteome: the rise of omics data and their integration in biomedical sciences
C Manzoni, DA Kia, J Vandrovcova… - Briefings in …, 2018 - academic.oup.com
Advances in the technologies and informatics used to generate and process large biological
data sets (omics data) are promoting a critical shift in the study of biomedical sciences. While …
data sets (omics data) are promoting a critical shift in the study of biomedical sciences. While …