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Dive into the research topics where Kenneth R. Durbin is active.

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Featured researches published by Kenneth R. Durbin.


Nature | 2011

Mapping intact protein isoforms in discovery mode using top-down proteomics

John C. Tran; Leonid Zamdborg; Dorothy R. Ahlf; Ji Eun Lee; Adam D. Catherman; Kenneth R. Durbin; Jeremiah D. Tipton; Adaikkalam Vellaichamy; John F. Kellie; Mingxi Li; Cong Wu; Steve M. M. Sweet; Bryan P. Early; Nertila Siuti; Richard D. LeDuc; Philip D. Compton; Paul M. Thomas; Neil L. Kelleher

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 has routinely involved digesting intact proteins followed by inferred protein identification using mass spectrometry. This ‘bottom-up’ process affords a high number of identifications (not always unique to a single gene). However, complications arise from incomplete or ambiguous 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. ‘Top-down’ interrogation of whole proteins can overcome these problems for individual proteins, 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, 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.


Molecular & Cellular Proteomics | 2013

Large-scale Top-down Proteomics of the Human Proteome: Membrane Proteins, Mitochondria, and Senescence

Adam D. Catherman; Kenneth R. Durbin; Dorothy R. Ahlf; Bryan P. Early; Ryan T. Fellers; John C. Tran; Paul M. Thomas; Neil L. Kelleher

Top-down proteomics is emerging as a viable method for the routine identification of hundreds to thousands of proteins. In this work we report the largest top-down study to date, with the identification of 1,220 proteins from the transformed human cell line H1299 at a false discovery rate of 1%. Multiple separation strategies were utilized, including the focused isolation of mitochondria, resulting in significantly improved proteome coverage relative to previous work. In all, 347 mitochondrial proteins were identified, including ∼50% of the mitochondrial proteome below 30 kDa and over 75% of the subunits constituting the large complexes of oxidative phosphorylation. Three hundred of the identified proteins were found to be integral membrane proteins containing between 1 and 12 transmembrane helices, requiring no specific enrichment or modified LC-MS parameters. Over 5,000 proteoforms were observed, many harboring post-translational modifications, including over a dozen proteins containing lipid anchors (some previously unknown) and many others with phosphorylation and methylation modifications. Comparison between untreated and senescent H1299 cells revealed several changes to the proteome, including the hyperphosphorylation of HMGA2. This work illustrates the burgeoning ability of top-down proteomics to characterize large numbers of intact proteoforms in a high-throughput fashion.


Analytical Chemistry | 2010

Size-Sorting Combined with Improved Nanocapillary Liquid Chromatography-Mass Spectrometry for Identification of Intact Proteins up to 80 kDa

Adaikkalam Vellaichamy; John C. Tran; Adam D. Catherman; Ji Eun Lee; John F. Kellie; Steve M. M. Sweet; Leonid Zamdborg; Paul M. Thomas; Dorothy R. Ahlf; Kenneth R. Durbin; Gary A. Valaskovic; Neil L. Kelleher

Despite the availability of ultra-high-resolution mass spectrometers, methods for separation and detection of intact proteins for proteome-scale analyses are still in a developmental phase. Here we report robust protocols for online LC-MS to drive high-throughput top-down proteomics in a fashion similar to that of bottom-up proteomics. Comparative work on protein standards showed that a polymeric stationary phase led to superior sensitivity over a silica-based medium in reversed-phase nanocapillary LC, with detection of proteins >50 kDa routinely accomplished in the linear ion trap of a hybrid Fourier transform mass spectrometer. Protein identification was enabled by nozzle-skimmer dissociation and detection of fragment ions with <10 ppm mass accuracy for highly specific database searching using tailored software. This overall approach led to identification of proteins up to 80 kDa, with 10-60 proteins identified in single LC-MS runs of samples from yeast and human cell lines prefractionated by their molecular mass using a gel-based sieving system.


Molecular BioSystems | 2010

The emerging process of Top Down mass spectrometry for protein analysis: biomarkers, protein-therapeutics, and achieving high throughput

John F. Kellie; John C. Tran; Ji Eun Lee; Dorothy R. Ahlf; Haylee M. Thomas; Ioanna Ntai; Adam D. Catherman; Kenneth R. Durbin; Leonid Zamdborg; Adaikkalam Vellaichamy; Paul M. Thomas; Neil L. Kelleher

Top Down mass spectrometry (MS) has emerged as an alternative to common Bottom Up strategies for protein analysis. In the Top Down approach, intact proteins are fragmented directly in the mass spectrometer to achieve both protein identification and characterization, even capturing information on combinatorial post-translational modifications. Just in the past two years, Top Down MS has seen incremental advances in instrumentation and dedicated software, and has also experienced a major boost from refined separations of whole proteins in complex mixtures that have both high recovery and reproducibility. Combined with steadily advancing commercial MS instrumentation and data processing, a high-throughput workflow covering intact proteins and polypeptides up to 70 kDa is directly visible in the near future.


Journal of Biological Chemistry | 2011

Analysis of Intact Protein Isoforms by Mass Spectrometry

Jeremiah D. Tipton; John C. Tran; Adam D. Catherman; Dorothy R. Ahlf; Kenneth R. Durbin; Neil L. Kelleher

The diverse proteome of an organism arises from such events as single nucleotide substitutions at the DNA level, different RNA processing, and dynamic enzymatic post-translational modifications. This minireview focuses on the measurement of intact proteins to describe the diversity found in proteomes. The field of biological mass spectrometry has steadily advanced, enabling improvements in the characterization of single proteins to proteins derived from cells or tissues. In this minireview, we discuss the basic technology for “top-down” intact protein analysis. Furthermore, examples of studies involved with the qualitative and quantitative analysis of full-length polypeptides are provided.


Journal of the American Society for Mass Spectrometry | 2009

A Robust Two-Dimensional Separation for Top-Down Tandem Mass Spectrometry of the Low-Mass Proteome

Ji Eun Lee; John F. Kellie; John C. Tran; Jeremiah D. Tipton; Adam D. Catherman; Haylee M. Thomas; Dorothy R. Ahlf; Kenneth R. Durbin; Adaikkalam Vellaichamy; Ioanna Ntai; Alan G. Marshall; Neil L. Kelleher

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.


Nature Methods | 2012

A protease for 'middle-down' proteomics

Cong Wu; John C. Tran; Leonid Zamdborg; Kenneth R. Durbin; Mingxi Li; Dorothy R. Ahlf; Bryan P. Early; Paul M. Thomas; Jonathan V. Sweedler; Neil L. Kelleher

We developed a method for restricted enzymatic proteolysis using the outer membrane protease T (OmpT) to produce large peptides (>6.3 kDa on average) for mass spectrometry–based proteomics. Using this approach to analyze prefractionated high-mass HeLa proteins, we identified 3,697 unique peptides from 1,038 proteins. We demonstrated the ability of large OmpT peptides to differentiate closely related protein isoforms and to enable the detection of many post-translational modifications.


Proteomics | 2014

The first pilot project of the consortium for top-down proteomics: a status report.

Xibei Dang; Jenna Scotcher; Si Wu; Rosalie K. Chu; Nikola Tolić; Ioanna Ntai; Paul M. Thomas; Ryan T. Fellers; Bryan P. Early; Kenneth R. Durbin; Richard D. LeDuc; J. Jens Wolff; Christopher J. Thompson; Jingxi Pan; Jun Han; Jared B. Shaw; Joseph P. Salisbury; Michael L. Easterling; Christoph H. Borchers; Jennifer S. Brodbelt; Jeffery N. Agar; Ljiljana Paša-Tolić; Neil L. Kelleher; Nicolas L. Young

Pilot Project #1—the identification and characterization of human histone H4 proteoforms by top‐down MS—is the first project launched by the Consortium for Top‐Down Proteomics (CTDP) to refine and validate top‐down MS. Within the initial results from seven participating laboratories, all reported the probability‐based identification of human histone H4 (UniProt accession P62805) with expectation values ranging from 10−13 to 10−105. Regarding characterization, a total of 74 proteoforms were reported, with 21 done so unambiguously; one new PTM, K79ac, was identified. Inter‐laboratory comparison reveals aspects of the results that are consistent, such as the localization of individual PTMs and binary combinations, while other aspects are more variable, such as the accurate characterization of low‐abundance proteoforms harboring >2 PTMs. An open‐access tool and discussion of proteoform scoring are included, along with a description of general challenges that lie ahead including improved proteoform separations prior to mass spectrometric analysis, better instrumentation performance, and software development.


Journal of Biological Chemistry | 2010

Kinetics of Re-establishing H3K79 Methylation Marks in Global Human Chromatin

Steve M. M. Sweet; Mingxi Li; Paul M. Thomas; Kenneth R. Durbin; Neil L. Kelleher

We employ a stable isotope strategy wherein both histones and their methylations are labeled in synchronized human cells. This allows us to differentiate between old and new methylations on pre-existing versus newly synthesized histones. The strategy is implemented on K79 methylation in an isoform-specific manner for histones H3.1, H3.2, and H3.3. Although levels of H3.3K79 monomethylation are higher than that of H3.2/H3.1, the rate of establishing the K79 methylation is the same for all three isoforms. Surprisingly, we find that pre-existing “old” histones continue to be K79-monomethylated and -dimethylated at a rate equal to the newly synthesized histones. These observations imply that some degree of positional “scrambling” of K79 methylation occurs through the cell cycle.


Analytical Chemistry | 2013

Top down proteomics of human membrane proteins from enriched mitochondrial fractions.

Adam D. Catherman; Mingxi Li; John C. Tran; Kenneth R. Durbin; Philip D. Compton; Bryan P. Early; Paul M. Thomas; Neil L. Kelleher

The interrogation of intact integral membrane proteins has long been a challenge for biological mass spectrometry. Here, we demonstrate the application of top down mass spectrometry to whole membrane proteins below 60 kDa with up to 8 transmembrane helices. Analysis of enriched mitochondrial membrane preparations from human cells yielded identification of 83 integral membrane proteins, along with 163 membrane-associated or soluble proteins, with a median q value of 3 × 10(-10). An analysis of matching fragment ions demonstrated that significantly more fragment ions were found within transmembrane domains than would be expected based upon the observed protein sequence. In total, 46 proteins from the complexes of oxidative phosphorylation were identified which exemplifies the increasing ability of top down proteomics to provide extensive coverage in a biological network.

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John C. Tran

Northwestern University

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