Abstract：
:Although tandem mass spectrometry (MS/MS) has become an integral part of proteomics, intensity patterns in MS/MS spectra are rarely weighted heavily in most widely used algorithms because they are not yet fully understood. Here a knowledge mining approach is demonstrated to discover fragmentation intensity patterns and elucidate the chemical factors behind such patterns. Fragmentation intensity information from 28 330 ion trap peptide MS/MS spectra of different charge states and sequences went through unsupervised clustering using a penalized K-means algorithm. Without any prior chemistry assumptions, four clusters with distinctive fragmentation patterns were obtained. A decision tree was generated to investigate peptide sequence motif and charge state status that caused these fragmentation patterns. This data-mining scheme is generally applicable for any large data sets. It bypasses the common prior knowledge constraints and reports on the overall peptide fragmentation behavior. It improves the understanding of gas-phase peptide dissociation and provides a foundation for new or improved protein identification algorithms.
journal_name
J Proteome Resjournal_title
Journal of proteome researchauthors
Huang Y,Tseng GC,Yuan S,Pasa-Tolic L,Lipton MS,Smith RD,Wysocki VHdoi
10.1021/pr070106usubject
Has Abstractpub_date
2008-01-01 00:00:00pages
70-9issue
1eissn
1535-3893issn
1535-3907journal_volume
7pub_type
杂志文章abstract：:Tear proteome profiling may generate useful information for the understanding of the interaction between an eye and its contacting objects, such as a contact lens or a lens implant. This is important for designing improved eye-care devices and maintaining the health of an eye. Proteome profiles of tear fluids may also...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr0501970
更新日期：2005-11-01 00:00:00
abstract：:The silk gland of the silkworm Bombyx mori undergoes programmed cell death (PCD) during pupal metamorphosis. On the basis of their morphological changes and the occurrence of a DNA ladder, the tissue cells were categorized into three groups: intact, committed, and dying. To identify the proteins involved in this proce...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr070043f
更新日期：2007-08-01 00:00:00
abstract：:In shotgun proteomics analysis, user-specified parameters are critical to database search performance and therefore to the yield of confident peptide-spectrum matches (PSMs). Two of the most important parameters are related to the accuracy of the mass spectrometer. Precursor mass tolerance defines the peptide candidat...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/acs.jproteome.7b00028
更新日期：2017-04-07 00:00:00
abstract：:ProXL is a Web application and accompanying database designed for sharing, visualizing, and analyzing bottom-up protein cross-linking mass spectrometry data with an emphasis on structural analysis and quality control. ProXL is designed to be independent of any particular software pipeline. The import process is simpli...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/acs.jproteome.6b00274
更新日期：2016-08-05 00:00:00
abstract：:In line with the aims of the Chromosome-based Human Proteome Project and the Biology/Disease-based Human Proteome Project, we have been studying differentially expressed transcripts and proteins in gliomas—the most prevalent primary brain tumors. Here, we present a perspective on important insights from this analysis ...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/acs.jproteome.5b00488
更新日期：2015-09-04 00:00:00
abstract：:The plant cell wall is a dynamic cellular compartment consisting of a complex matrix of components that can change dramatically in response to environmental stresses. During pathogen attack, for instance, a wide spectrum of proteins that participate in various sequential processes involved in plant defense is secreted...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr800649s
更新日期：2009-01-01 00:00:00
abstract：:When analyzing proteins in complex samples using tandem mass spectrometry of peptides generated by proteolysis, the inference of proteins can be ambiguous, even with well-validated peptides. Unresolved questions include whether to show all possible proteins vs a minimal list, what to do when proteins are inferred ambi...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr200039p
更新日期：2011-07-01 00:00:00
abstract：:Pathogenic events in Alzheimer's disease are believed to involve an imbalance between the production and clearance of the neurotoxic 42 amino acid form of the beta-amyloid peptide (Abeta1-42). Although much is known about the production of Abeta1-42, many questions remain about its degradation. Here, we describe an op...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr0703627
更新日期：2007-11-01 00:00:00
abstract：:We have obtained the first direct electrochemistry of full-length inducible nitric oxide synthase (iNOS) by entrapping the enzyme in polyethylenimine (PEI) film. The interaction between iNOS and calmodulin (CaM) was then studied, which revealed an enhanced electron-transfer reactivity of the enzyme facilitated by CaM....
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr060544l
更新日期：2007-04-01 00:00:00
abstract：:The Halobacterium salinarum gas vesicle (GV) is an extremely stable intracellular organelle with air trapped inside a proteinaceous membrane. Reported here is a comparative proteomics analysis of GV and GV depleted lysate (GVD) to reveal the membrane structural proteins. Ten proteins encoded by gvp-1 (gvpMLKJIHGFED-1 ...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr1009383
更新日期：2011-03-04 00:00:00
abstract：:Influenza A virus (IAV) is a major human pathogen whose genotypic diversity results in unpredictable pandemics and epidemics. Interaction with the cell nucleus is essential to IAV infection, allowing recruitment of cellular components to facilitate virus replication. Viral proteins are also targeted to the nucleolus, ...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr100593g
更新日期：2010-10-01 00:00:00
abstract：:The nation-wide electronic health record database acts as an interoperable repository of health data obtained throughout citizen contacts with health care providers. This system improves accessibility for citizens and researchers to health data with the ability to assign context to disease development. In that system,...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr1007784
更新日期：2011-01-07 00:00:00
abstract：:Bacillus thuringiensis, a Gram-positive endospore-forming bacterium, is characterized by the formation of parasporal crystals consisting of insecticidal crystal proteins (ICPs) during sporulation. We reveal gene expression profiles and regulatory mechanisms associated with spore and parasporal crystal formation based ...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr4003728
更新日期：2013-12-06 00:00:00
abstract：:As cellular metabolic hubs, mitochondria are the main energy producers for the cell. These organelles host essential energy producing biochemical processes, including the TCA cycle, fatty acid oxidation, and oxidative phosphorylation. An accumulating body of literature has demonstrated that a majority of mitochondrial...
journal_title：Journal of proteome research
pub_type： 杂志文章,评审
doi：10.1021/acs.jproteome.9b00086
更新日期：2019-05-03 00:00:00
abstract：:Our previous studies suggest that the α2,3sialylated T-antigen (NeuAcα2,3Galβ1,3GalNac-) and associated glycan structures are likely to be elevated during cancer. An easy and reliable strategy to label mucinous glycans that contain such carbohydrates can enable the identification of novel glycoproteins that are cancer...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr201108q
更新日期：2012-04-06 00:00:00
abstract：:Hepatitis C virus (HCV) causes chronic liver disease worldwide. HCV Core protein (Core) forms the viral capsid and is crucial for HCV pathogenesis and HCV-induced hepatocellular carcinoma, through its interaction with the host factor proteasome activator PA28γ. Here, using BD-PowerBlot high-throughput Western array, w...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr300121a
更新日期：2012-07-06 00:00:00
abstract：:Mycobacterium tuberculosis, the causative agent of tuberculosis, accounts for 1.5 million human deaths annually worldwide. Despite efforts to eradicate tuberculosis, it still remains a deadly disease. The two best characterized strains of M. tuberculosis, virulent H37Rv and avirulent H37Ra, provide a unique platform t...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/acs.jproteome.6b00983
更新日期：2017-04-07 00:00:00
abstract：:Bacillus Amyloliquefaciens SQR9 is a well-investigated plant growth-promoting rhizobacteria with strong root colonization capability. To identify the key proteins involved in in situ root colonization and biofilm formation, the proteomic profiles of planktonic and root colonized SQR9 cells were compared. A total of 75...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr500565m
更新日期：2014-12-05 00:00:00
abstract：:Protein-protein interactions play a major role in the molecular machinery of life, and various techniques such as AP-MS are dedicated to their identification. However, those techniques return lists of proteins devoid of organizational structure, not detailing which proteins interact with which others. Proposing a hier...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/acs.jproteome.0c00066
更新日期：2020-07-02 00:00:00
abstract：:A selective method for the enrichment of O-GlcNAcylated peptides using a novel CLICK chemistry reagent is described. Peptides modified by O-GlcNAc were enzymatically labeled with N-azidoacetylgalactosamine. The azide was then reacted with a phospho-alkyne using CLICK chemistry and O-GlcNAcGalNAzPO(4)-containing peptid...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr100565j
更新日期：2011-04-01 00:00:00
abstract：:Chinese hamster ovary (CHO) cell lines are widely used for the expression of therapeutic recombinant proteins, including monoclonal antibodies and other biologics. For manufacturing, cells derived from a single-cell clone are typically used to ensure product consistency. Presently, fetal bovine serum (FBS) is commonly...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr400352n
更新日期：2013-07-05 00:00:00
abstract：:S-Nitrosylation is a redox-based post-translational modification of a protein in response to nitric oxide (NO) signaling, and it participates in a variety of processes in diverse biological systems. The significance of this type of protein modification in health and diseases is increasingly recognized. In the central ...
journal_title：Journal of proteome research
pub_type： 杂志文章,评审
doi：10.1021/acs.jproteome.5b00857
更新日期：2016-01-04 00:00:00
abstract：:We have developed herein a quantitative mass spectrometry-based approach to analyze the etiology-related alterations in fucosylation degree of serum haptoglobin in patients with liver cirrhosis and hepatocellular carcinoma (HCC). The three most common etiologies, including infection with hepatitis B virus (HBV), infec...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr500128t
更新日期：2014-06-06 00:00:00
abstract：:To gain insights into how TGF-beta regulates epithelial-mesenchymal transition (EMT), we assessed the time course of proteins and mRNAs during EMT by multiplex iTRAQ labeling and 2D-LC-MS/MS, and by hybridization, respectively. Temporal iTRAQ analysis identified 66 proteins as differentially expressed during EMT, incl...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr8006478
更新日期：2009-01-01 00:00:00
abstract：:Mass-spectrometry-based proteomics has become the standard approach for identifying and quantifying proteins. A vital step consists of analyzing experimentally generated mass spectra to identify the underlying peptide sequences for later mapping to the originating proteins. We here present the latest developments in S...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/acs.jproteome.8b00175
更新日期：2018-07-06 00:00:00
abstract：:O-Linked N-acetyl-β-d-glucosamine (O-GlcNAc) is a dynamic post-translational modification that modifies and regulates over 3000 nuclear, cytoplasmic, and mitochondrial proteins. Upon exposure to stress and injury, cells and tissues increase the O-GlcNAc modification, or O-GlcNAcylation, of numerous proteins promoting ...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/acs.jproteome.6b00369
更新日期：2016-12-02 00:00:00
abstract：:Although some outer membrane (OM) proteins involved in antibiotic resistance have been previously reported, the OM proteins regulating chlortetracycline (CTC) resistance are largely unknown. In this study, we employed a subproteomics approach to identify altered OM proteins of Escherichia coli in response to CTC expos...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr100740w
更新日期：2010-11-05 00:00:00
abstract：:We present a novel straightforward method for enrichment of N-terminal peptides, utilizing charge-based fractional diagonal chromatography (ChaFRADIC). Our method is robust, easy to operate, fast, specific, and more sensitive than existing methods, enabling the differential quantitation of 1459 nonredundant N-terminal...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr400435d
更新日期：2013-09-06 00:00:00
abstract：:Protein post-translational modification by ubiquitin-fold modifier 1, UFM1, regulates many biological processes such as response to endoplasmic reticulum stress and regulation of tumor progression. A recent study has indicated that the UFM1-binding and PCI domain-containing protein 1 (UFBP1) is required for the conjug...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/acs.jproteome.7b00843
更新日期：2018-04-06 00:00:00
abstract：:Genetically identical cloned pigs should in principle eliminate biological variation and provide more pronounced effects when subjected to, e.g., dietary interventions, but little is known about how phenotype and phenotypic variation is affected by cloning. Therefore, an investigation of the metabolome of cloned pigs ...
journal_title：Journal of proteome research
pub_type： 杂志文章
doi：10.1021/pr201253h
更新日期：2012-07-06 00:00:00
