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result(s) for
"Kellie, John F."
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Mapping intact protein isoforms in discovery mode using top-down proteomics
2011
Intact proteins yield to proteomics
Conventional 'bottom-up' proteomics, in which mass spectrometry is used to analyse peptide mixtures made by tryptic digestion of target proteins, is a powerful way of characterizing complex proteomes. However, the technique has limitations when considering different protein isoforms and combinations of post-translational modifications. The 'top-down' approach is generally thought to be impractical because of the limitations of mass spectrometry and difficulties with automation. A new top-down system presented here avoids these problems by using a four-dimensional separation system that achieves greater proteome coverage than conventional methods. A proof-of-principle experiment shows that the method is capable of identifying previously undetected isoforms and isoform-specific post-translational modifications caused by cellular senescence.
A full description of the human proteome relies on the challenging task of detecting mature and changing forms of protein molecules in the body. Large-scale proteome analysis
1
has routinely involved digesting intact proteins followed by inferred protein identification using mass spectrometry
2
. This ‘bottom-up’ process affords a high number of identifications (not always unique to a single gene). However, complications arise from incomplete or ambiguous
2
characterization of alternative splice forms, diverse modifications (for example, acetylation and methylation) and endogenous protein cleavages, especially when combinations of these create complex patterns of intact protein isoforms and species
3
. ‘Top-down’ interrogation of whole proteins can overcome these problems for individual proteins
4
,
5
, but has not been achieved on a proteome scale owing to the lack of intact protein fractionation methods that are well integrated with tandem mass spectrometry. Here we show, using a new four-dimensional separation system, identification of 1,043 gene products from human cells that are dispersed into more than 3,000 protein species created by post-translational modification (PTM), RNA splicing and proteolysis. The overall system produced greater than 20-fold increases in both separation power and proteome coverage, enabling the identification of proteins up to 105 kDa and those with up to 11 transmembrane helices. Many previously undetected isoforms of endogenous human proteins were mapped, including changes in multiply modified species in response to accelerated cellular ageing (senescence) induced by DNA damage. Integrated with the latest version of the Swiss-Prot database
6
, the data provide precise correlations to individual genes and proof-of-concept for large-scale interrogation of whole protein molecules. The technology promises to improve the link between proteomics data and complex phenotypes in basic biology and disease research
7
.
Journal Article
Quantitative Measurement of Intact Alpha-Synuclein Proteoforms from Post-Mortem Control and Parkinson's Disease Brain Tissue by Intact Protein Mass Spectrometry
by
Kellie, John F.
,
Major, Anthony
,
Knierman, Michael D.
in
631/1647/2067
,
639/638/11/296
,
692/53/2421
2014
A robust top down proteomics method is presented for profiling alpha-synuclein species from autopsied human frontal cortex brain tissue from Parkinson's cases and controls. The method was used to test the hypothesis that pathology associated brain tissue will have a different profile of post-translationally modified alpha-synuclein than the control samples. Validation of the sample processing steps, mass spectrometry based measurements and data processing steps were performed. The intact protein quantitation method features extraction and integration of m/z data from each charge state of a detected alpha-synuclein species and fitting of the data to a simple linear model which accounts for concentration and charge state variability. The quantitation method was validated with serial dilutions of intact protein standards. Using the method on the human brain samples, several previously unreported modifications in alpha-synuclein were identified. Low levels of phosphorylated alpha synuclein were detected in brain tissue fractions enriched for Lewy body pathology and were marginally significant between PD cases and controls (p = 0.03).
Journal Article
IQ consortium perspective: complementary LBA and LC–MS in protein therapeutics bioanalysis and biotransformation assessment
2020
Increasingly diverse large molecule modalities have driven the need for complex bioanalysis and biotransformation assessment involving both traditional ligand-binding assays (LBA) and more recent hybrid immunoaffinity LC–MS platforms. Given the scientific expertise in LBA and LC–MS typically resides in different functions within the industry, this has presented operational challenges for an integrated approach for bioanalysis and biotransformation assessment. Encouragingly, over time, the industry has recognized the complementary value of the two platforms. This has not been an easy transition as organizational structures vary widely within the industry. However, there are tremendous benefits in adopting fully integrated strategies for biopharma. This IQ consortium paper presents current perspectives across the biopharma industry. It highlights the technical and operational challenges in current large molecule bioanalysis, the value of collaborations across LBA and LC–MS, and scientific expertise for fully integrated strategies for bioanalysis and biotransformation.
Journal Article
A Robust Two-Dimensional Separation for Top-Down Tandem Mass Spectrometry of the Low-Mass Proteome
by
Kellie, John F.
,
Durbin, Kenneth R.
,
Thomas, Haylee M.
in
Analytical Chemistry
,
Bioinformatics
,
Biomarkers, Tumor - analysis
2009
For fractionation of intact proteins by molecular weight (MW), a sharply improved two-dimensional (2D) separation is presented to drive reproducible and robust fractionation before top-down mass spectrometry of complex mixtures. The “GELFrEE” (i.e., gel-eluted liquid fraction entrapment electrophoresis) approach is implemented by use of Tris-glycine and Tris-tricine gel systems applied to human cytosolic and nuclear extracts from HeLa S3 cells, to achieve a MW-based fractionation of proteins from 5 to >100 kDa in 1 h. For top-down tandem mass spectroscopy (MS/MS) of the low-mass proteome (5–25 kDa), between 5 and 8 gel-elution (GE) fractions are sampled by nanocapillary-LC-MS/MS with 12 or 14.5 tesla Fourier transform ion cyclotron resonance (FT-ICR) mass spectrometers. Single injections give about 40 detectable proteins, about half of which yield automated ProSight identifications. Reproducibility metrics of the system are presented, along with comparative analysis of protein targets in mitotic versus asynchronous cells. We forward this basic 2D approach to facilitate wider implementation of top-down mass spectrometry and a variety of other protein separation and/or characterization approaches.
Molecular weight-based separation of intact proteins coupled to LC-FTMS/MS facilitated low-mass top-down proteomics. A heat map visualization of LC-MS injections is shown.
Journal Article
Native high-resolution mass spectrometry analysis of noncovalent protein complexes up to 450 kDa
2020
The structural and functional versatility of immunoglobulinG (IgG) scaffold of mAbs also facilitates the design of more complex compounds, such as antibody-drug conjugates, Fc-fusion proteins and bispecific antibodies (2). Since the functions of mAb-based biotherapeutics are typically achieved by protein-protein or protein-ligand interactions, direct analysis of such noncovalent interactions has great potential to elucidate the pharmacology and toxicology of mAbs. [...]to obtain the information of noncovalent macromolecular assemblies (such as ligand binding, substrate turnover and subunit stoichiometry), native MS has attracted increasing research interest (11,12). [...]the number of charges associated with the protein is usually reduced compared with intact MS analysis, indicating a more compact and folded structure under the native conformation. Because the integrity of proteins is not disrupted, native MS provides a wealth of information for understanding biological properties of intact protein assemblies under near-physiological conditions. The major requirement for buffer in ESI is volatility, which ensures the analyte completely transferring into the gas phase and reduces the formation of adducts with nonvolatile salts impacting ion signals (16). [...]a compatible buffer is also necessary for native MS. Buffer with strong acidity and significant amount of organic solvent can open the native conformation of protein to a less compacted partially folded form and hereby should be avoided (17).
Journal Article
A new era for proteomics
2019
In the pharmaceutical industry, proteomics has long been utilized as a drug-discovery tool to help understand changes in protein profiles for disease states or protein expression in relation to genomic studies for target discovery or identification (1). Current proteomics platforms Affinity-based platforms to perform quantitation of protein biomarkers to support clinical studies utilize either antibodies (e.g., O-Myriad, Kiloplex1000) or aptamers (e.g., Somascan) to capture the proteins of interest with quantitation varying from traditional immunoassay to array-based quantitation. Focusing more toward application (as opposed to development), a need exists for experts in biological systems partnered with trained analytical scientists as a two-way mentorship of sorts, to maximize potential gains when performing global sample analysis. Fractionation at the peptide level (after enzymatic digestion) has become the most common approach to decrease sample complexity for proteomic experiments. 2D LC separation, with low-pH reverse phase as the second dimension, is a common strategy to fractionate a peptide mixture prior to tandem MS analysis.
Journal Article
Intact mAb LC–MS for drug concentration from pre-clinical studies: bioanalytical method performance and in-life samples
by
Schneck, Nicole A
,
Sychterz, Caroline J
,
Shion, Henry
in
bioanalytical method validation
,
biotherapeutics
,
intact protein mass spectrometry
2020
Antibody biotherapeutic measurement from pharmacokinetic studies has not been traditionally based on intact molecular mass as is the case for small molecules. However, recent advancements in protein capture and mass spectrometer technology have enabled intact mass detection and quantitation for dosed biotherapeutics. A bioanalytical method validation is part of the regulatory requirement for sample analysis to determine drug concentration from in-life study samples.
Here, an intact protein LC–MS assay is subjected to mock bioanalytical method validation, and unknown samples are compared between intact protein LC–MS and established bioanalytical assay formats: Ligand-binding assay and peptide LC–MS/MS.
Results are presented from the intact and traditional bioanalytical method evaluations, where the in-life sample concentrations were comparable across method types with associated data analyses presented. Furthermore, for intact protein LC–MS, modification monitoring and evaluation of data processing parameters is demonstrated.
Journal Article
The tumor-promoting actions of TNF-α involve TNFR1 and IL-17 in ovarian cancer in mice and humans
by
Balkwill, Frances R.
,
Charles, Kellie A.
,
Lawrence, Toby
in
Animals
,
Anti-Inflammatory Agents
,
Anti-Inflammatory Agents - therapeutic use
2009
Cytokines orchestrate the tumor-promoting interplay between malignant cells and the immune system. In many experimental and human cancers, the cytokine TNF-alpha is an important component of this interplay, but its effects are pleiotropic and therefore remain to be completely defined. Using a mouse model of ovarian cancer in which either TNF receptor 1 (TNFR1) signaling was manipulated in different leukocyte populations or TNF-alpha was neutralized by antibody treatment, we found that this inflammatory cytokine maintained TNFR1-dependent IL-17 production by CD4+ cells and that this led to myeloid cell recruitment into the tumor microenvironment and enhanced tumor growth. Consistent with this, in patients with advanced cancer, treatment with the TNF-alpha-specific antibody infliximab substantially reduced plasma IL-17 levels. Furthermore, expression of IL-1R and IL-23R was downregulated in CD4+CD25- cells isolated from ascites of ovarian cancer patients treated with infliximab. We have also shown that genes ascribed to the Th17 pathway map closely with the TNF-alpha signaling pathway in ovarian cancer biopsy samples, showing particularly high levels of expression of genes encoding IL-23, components of the NF-kappaB system, TGF-beta1, and proteins involved in neutrophil activation. We conclude that chronic production of TNF-alpha in the tumor microenvironment increases myeloid cell recruitment in an IL-17-dependent manner that contributes to the tumor-promoting action of this proinflammatory cytokine.
Journal Article
Development of a high density 600K SNP genotyping array for chicken
by
Hocking, Paul M
,
Talbot, Richard
,
Gheyas, Almas A
in
Analysis
,
Animal behavior
,
Animal Genetics and Genomics
2013
Background
High density (HD) SNP genotyping arrays are an important tool for genetic analyses of animals and plants. Although the chicken is one of the most important farm animals, no HD array is yet available for high resolution genetic analysis of this species.
Results
We report here the development of a 600 K Affymetrix® Axiom® HD genotyping array designed using SNPs segregating in a wide variety of chicken populations. In order to generate a large catalogue of segregating SNPs, we re-sequenced 243 chickens from 24 chicken lines derived from diverse sources (experimental, commercial broiler and layer lines) by pooling 10–15 samples within each line. About 139 million (M) putative SNPs were detected by mapping sequence reads to the new reference genome (
Gallus_gallus_4.0
) of which ~78 M appeared to be segregating in different lines. Using criteria such as high SNP-quality score, acceptable design scores predicting high conversion performance in the final array and uniformity of distribution across the genome, we selected ~1.8 M SNPs for validation through genotyping on an independent set of samples (n = 282). About 64% of the SNPs were polymorphic with high call rates (>98%), good cluster separation and stable Mendelian inheritance. Polymorphic SNPs were further analysed for their population characteristics and genomic effects. SNPs with extreme breach of Hardy-Weinberg equilibrium (
P
< 0.00001) were excluded from the panel. The final array, designed on the basis of these analyses, consists of 580,954 SNPs and includes 21,534 coding variants. SNPs were selected to achieve an essentially uniform distribution based on genetic map distance for both broiler and layer lines. Due to a lower extent of LD in broilers compared to layers, as reported in previous studies, the ratio of broiler and layer SNPs in the array was kept as 3:2. The final panel was shown to genotype a wide range of samples including broilers and layers with over 100 K to 450 K informative SNPs per line. A principal component analysis was used to demonstrate the ability of the array to detect the expected population structure which is an important pre-investigation step for many genome-wide analyses.
Conclusions
This Affymetrix® Axiom® array is the first SNP genotyping array for chicken that has been made commercially available to the public as a product. This array is expected to find widespread usage both in research and commercial application such as in genomic selection, genome-wide association studies, selection signature analyses, fine mapping of QTLs and detection of copy number variants.
Journal Article
Multiomic profiling identifies predictors of survival in African American patients with acute myeloid leukemia
2024
Genomic profiles and prognostic biomarkers in patients with acute myeloid leukemia (AML) from ancestry-diverse populations are underexplored. We analyzed the exomes and transcriptomes of 100 patients with AML with genomically confirmed African ancestry (Black; Alliance) and compared their somatic mutation frequencies with those of 323 self-reported white patients with AML, 55% of whom had genomically confirmed European ancestry (white; BeatAML). Here we find that 73% of 162 gene mutations recurrent in Black patients, including a hitherto unreported PHIP alteration detected in 7% of patients, were found in one white patient or not detected. Black patients with myelodysplasia-related AML were younger than white patients suggesting intrinsic and/or extrinsic dysplasia-causing stressors. On multivariable analyses of Black patients, NPM1 and NRAS mutations were associated with inferior disease-free and IDH1 and IDH2 mutations with reduced overall survival. Inflammatory profiles, cell type distributions and transcriptional profiles differed between Black and white patients with NPM1 mutations. Incorporation of ancestry-specific risk markers into the 2022 European LeukemiaNet genetic risk stratification changed risk group assignment for one-third of Black patients and improved their outcome prediction.
Journal Article