PolySTest: Robust Statistical Testing of Proteomics Data with Missing Values Improves Detection of Biologically Relevant Features

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Highlights

• •Novel statistical test combining missingness and quantitative profiles.
• •Unification of different statistical tests into a PolySTest FDR provides higher robustness and confidence.
• •PolySTest provides higher coverage of relevant biological pathways.
• •User-friendly interactive web service for statistical analysis and visualization.

     

Selection of Features with Consistent Profiles Improves Relative Protein Quantification in Mass Spectrometry Experiments

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Highlights

• •Automated statistical approach for detecting uninformative features and outliers.
• •Improved performance on relative protein quantification.
• •An option in the open-source R-based software MSstats.

     

An Improved Boosting to Amplify Signal with Isobaric Labeling (iBASIL) Strategy for Precise Quantitative Single-cell Proteomics

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Highlights

• •Higher AGC significantly improves quantitation quality in single-cell analysis.
• •The boosting-to-sample ratio should be carefully evaluated and optimized.
• •iBASIL allows for precise quantitation of 1,500 proteins from 104 AML single cells.
• •iBASIL recapitulates major biological differences in different AML single cells.

     

Profiling Cell Signaling Networks at Single-cell Resolution

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Highlights

• •Signaling networks can be highly heterogeneous across cells in a tissue.
• •Various technologies allow analyzing signaling networks at single-cell resolution.
• •The advantages and limitations of each single-cell approach are summarized.
• •Confounding factors in single-cell signaling network analysis are discussed.

     

Next-generation Interactomics: Considerations for the Use of Co-elution to Measure Protein Interaction Networks

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Highlights

• •Co-elution stands out as a global interactome mapping method.
• •Benefits include all-to-all protein analysis and measurement of interactome perturbations.
• •Different separation, quantification and bioinformatic strategies are available.
• •Design considerations depend largely on system under study.

     

Characterization of Prenylated C-terminal Peptides Using a Thiopropyl-based Capture Technique and LC-MS/MS

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Highlights

• •Brain membrane protein extraction.
• •Protein prenylation.
• •Prenyl peptide capture and characterization by LC-MS/MS.
• •HCD and EThcD peptide fragmentation.

     

Combining Precursor and Fragment Information for Improved Detection of Differential Abundance in Data Independent Acquisition

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Highlights

• •Modern DIA methods contain high quality MS1 and MS2.
• •We developed a statistical procedure incorporating MS1 and MS2.
• •Benchmarking, the combined method outperformed the individual use of MS1 or MS2.

     

The Proteome of the Dentate Terminal Zone of the Perforant Path Indicates Presynaptic Impairment in Alzheimer Disease

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Highlights

• •Laser microdissection of highly vulnerable hippocampal region.
• •Proteomic analysis of postmortem human brain tissue of AD and control cases.
• •Decreased levels of presynaptic proteins, but not postsynaptic proteins, in AD.
• •Immunohistochemistry verifies decreased levels of selected presynaptic proteins.

     

An Interaction Network of RNA-Binding Proteins Involved in Drosophila Oogenesis

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Highlights

• •Label-free and dimethyl labeling MS analysis of 6 RBPs from Drosophila ovaries.
• •Functionally related RBPs show overlapping proteomes.
• •Selective co-purification of splicing factors and translational regulators.
• •Validation of 26 novel interactions by co-immunoprecipitation.

     

Acquiring and Analyzing Data Independent Acquisition Proteomics Experiments without Spectrum Libraries

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Highlights

• •Rapid DIA-only library building with gas-phase fractionation.
• •Recommended DIA acquisition strategies with staggered windows and forbidden zones.
• •Optimized DIA instrument settings for several Thermo Orbitrap instruments.
• •Data analysis tutorial using open source DIA software.

     

ProAlanase is an Effective Alternative to Trypsin for Proteomics Applications and Disulfide Bond Mapping

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Highlights

• •ProAlanase is a powerful protease for efficient low pH disulfide bond mapping.
• •High suitability for analysis of histone family members and their PTMs.
• •Accurate phosphorylation profiling in proline-rich proteins.
• •Sequence coverage increase and full de novo sequencing in combination with trypsin.

     

A Comprehensive Gender-related Secretome of Plasmodium berghei Sexual Stages

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Highlights

• •Quantitative analysis of Plasmodium sexual stage egress secretome.
• •Activated gametocytes release gender-related proteins.
• •Gametocyte egress process involves different types of vesicles.

     

Molecular Dynamics Simulation-assisted Ionic Liquid Screening for Deep Coverage Proteome Analysis

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Highlights

• •Mechanistic insights into ionic liquids and proteins at molecular level.
• •Extractants prescreen for proteome analysis with MD simulation system.
• •A loss-less sample preparation method developed for in-depth proteome profiling.
• •Over 3,300 proteins were confidently identified from 1,000 HeLa cells in a 1 h run.
• •Label-free quantitative proteome analysis of human liver cancer tissues.

     

Proteomic Analysis Reveals that Topoisomerase 2A is Associated with Defective Sperm Head Morphology

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Highlights

• •Human spermatozoa possess cells of poor morphology that lack nuclear integrity.
• •These cells can be isolated by density separation.
• •Mass spectrometry reveals their nuclei contain excess protein.
• •TOP2A is a promising marker of this poor nuclear development.

     

Glutathionylation Decreases Methyltransferase Activity of PRMT5 and Inhibits Cell Proliferation

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Highlights

• •PRMT5 glutathionylation is increased in aged mice or under oxidative stress.
• •Deglutathionylation of PRMT5 is catalyzed by glutaredoxin-1.
• •PRMT5 glutathionylation decreases its methyltransferase activity.
• •PRMT5 glutathionylation results in G2/M arrest and inhibits cell proliferation.

     

Analytical Guidelines for co-fractionation Mass Spectrometry Obtained through Global Profiling of Gold Standard Saccharomyces cerevisiae Protein Complexes

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Highlights

• •Guidelines for studying protein complexes via co-fractionation mass spectrometry.
• •A novel procedure for profiling gold standard protein complexes in CF-MS data.
• •Recommendations for efficient CF-MS fractionation collection.
• •Scoring metric recommendations for precise and sensitive CF-MS data analysis.

     

Multi-omic Characterization of the Mode of Action of a Potent New Antimalarial Compound,JPC-3210, Against Plasmodium falciparum

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Highlights

• •Multi-omics analysis on mode of action of novel antimalarial, JPC-3210
• •JPC-3210 has rapid parasite killing kinetics.
• •Metabolomics and peptidomics demonstrated JPC-3210 inhibits hemoglobin digestion.
• •Proteomics demonstrated JPC-3210 enriches for translation regulation proteins.

     

Improving Identification of In-organello Protein-Protein Interactions Using an Affinity-enrichable,Isotopically Coded,and Mass Spectrometry-cleavable Chemical Crosslinker

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Highlights

• •Used affinity-enrichable, isotopically coded, and MS-cleavable crosslinker.
• •Targeted acquisition strategy based on isotopic-coding described and evaluated.
• •Novel data analysis pipeline developed provides improved crosslink identification.
• •Large dataset reveals hundreds of mitochondrial protein-protein interactions.