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1.
Clin Chem ; 70(3): 528-537, 2024 03 02.
Article En | MEDLINE | ID: mdl-38431279

BACKGROUND: Lipid profiling is central for coronary artery disease (CAD) risk assessment. Nonadherence or unreported use of lipid-lowering drugs, particularly statins, can significantly complicate the association between lipid profile measures and CAD clinical outcomes. By combining medication history evaluation with statin analysis in plasma, we determined the effects of inaccurately reported statin use on lipid profile measures and their association with CAD risk. METHODS: We compared medication history of statin use with statin concentration measurements, by liquid chromatography-tandem mass spectrometry, in 690 participants undergoing coronary angiography (63 ± 11 years of age). Nominal logistic regression was employed to model CAD diagnosis with statin measurements, phenotypic, and lipid profile characteristics. RESULTS: Medication history of statin use was confirmed by statin assay for 81% of the patients. Surprisingly, statins were detected in 46% of patients without statin use records. Nonreported statin use was disproportionately higher among older participants. Stratifying samples by statin history resulted in underestimated LDL-lipid measures. Apolipoprotein B concentrations had a significant inverse CAD association, which became nonsignificant upon re-stratification using the statin assay data. CONCLUSIONS: Our study uncovered prominent discrepancies between medication records and actual statin use measured by mass spectrometry. We showed that inaccurate statin use assessments may lead to overestimation and underestimation of LDL levels in statin user and nonuser categories, exaggerating the reverse epidemiology association between LDL levels and CAD diagnosis. Combining medication history and quantitative statin assay data can significantly improve the design, analysis, and interpretation of clinical and epidemiological studies.


Coronary Artery Disease , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Humans , Coronary Angiography/methods , Coronary Artery Disease/diagnosis , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Lipids , Risk Assessment , Risk Factors , Middle Aged , Aged
2.
PLoS One ; 13(4): e0194797, 2018.
Article En | MEDLINE | ID: mdl-29634782

Lipoproteins are complex molecular assemblies that are key participants in the intricate cascade of extracellular lipid metabolism with important consequences in the formation of atherosclerotic lesions and the development of cardiovascular disease. Multiplexed mass spectrometry (MS) techniques have substantially improved the ability to characterize the composition of lipoproteins. However, these advanced MS techniques are limited by traditional pre-analytical fractionation techniques that compromise the structural integrity of lipoprotein particles during separation from serum or plasma. In this work, we applied a highly effective and gentle hydrodynamic size based fractionation technique, asymmetric flow field-flow fractionation (AF4), and integrated it into a comprehensive tandem mass spectrometry based workflow that was used for the measurement of apolipoproteins (apos A-I, A-II, A-IV, B, C-I, C-II, C-III and E), free cholesterol (FC), cholesterol esters (CE), triglycerides (TG), and phospholipids (PL) (phosphatidylcholine (PC), sphingomyelin (SM), phosphatidylethanolamine (PE), phosphatidylinositol (PI) and lysophosphatidylcholine (LPC)). Hydrodynamic size in each of 40 size fractions separated by AF4 was measured by dynamic light scattering. Measuring all major lipids and apolipoproteins in each size fraction and in the whole serum, using total of 0.1 ml, allowed the volumetric calculation of lipoprotein particle numbers and expression of composition in molar analyte per particle number ratios. Measurements in 110 serum samples showed substantive differences between size fractions of HDL and LDL. Lipoprotein composition within size fractions was expressed in molar ratios of analytes (A-I/A-II, C-II/C-I, C-II/C-III. E/C-III, FC/PL, SM/PL, PE/PL, and PI/PL), showing differences in sample categories with combinations of normal and high levels of Total-C and/or Total-TG. The agreement with previous studies indirectly validates the AF4-LC-MS/MS approach and demonstrates the potential of this workflow for characterization of lipoprotein composition in clinical studies using small volumes of archived frozen samples.


Apolipoproteins/blood , Chromatography, Liquid/methods , Fractionation, Field Flow/methods , Lipids/blood , Lipoproteins/blood , Tandem Mass Spectrometry/methods , Apolipoprotein A-I/metabolism , Apolipoprotein B-100/metabolism , Blood Chemical Analysis/methods , Calibration , Cholesterol/chemistry , Humans , Light , Models, Statistical , Particle Size , Quality Control , Scattering, Radiation , Workflow
3.
Methods Mol Biol ; 1722: 3-20, 2018.
Article En | MEDLINE | ID: mdl-29264795

The bacterial surfaceome, comprising outer membrane-sorted and/or associated (i.e., cell transporters), cell surface-exposed (i.e., adhesins) and extracellularly secreted proteins (i.e., toxins), has been characterized in bacterial pathogens, such as Bordetella pertussis (Bp) to provide information for use in development of diagnostic and prevention strategies. This protein subset has clinical significance, as these bacterial proteins are often associated with attachment to host cells, microbial pathogenesis and antibody-mediated immunity. Here we describe classical surface membrane protein enrichment techniques, followed by proteomic methodologies, such as gel-free protein separation and antibody-affinity capture technologies in combination with nano-liquid chromatography mass spectrometry, for the identification and characterization of Bp surfaceome proteins.


Antigens, Bacterial/analysis , Bacterial Outer Membrane Proteins/analysis , Bordetella pertussis/isolation & purification , Proteomics/methods , Amino Acid Sequence , Antibody Affinity/immunology , Antigens, Bacterial/immunology , Bacterial Outer Membrane Proteins/immunology , Bordetella pertussis/immunology , Buffers , Carbonates/chemistry , Chromatography, Liquid , Databases, Protein , Immunoprecipitation/methods , Tandem Mass Spectrometry
4.
Proteomics Clin Appl ; 11(7-8)2017 07.
Article En | MEDLINE | ID: mdl-28296203

PURPOSE: Apolipoprotein A-I (ApoA-I) and apolipoprotein B-100 (ApoB-100) are amphipathic proteins that are strong predictors of cardiovascular disease risk. The traceable calibration of apolipoprotein assays is a persistent challenge, especially for ApoB-100, which cannot be solubilized in purified form. EXPERIMENTAL DESIGN: A simultaneous quantitation method for ApoA-I and ApoB-100 was developed using tryptic digestion without predigestion reduction and alkylation, followed by LC separation coupled with isotope dilution MS analysis. The accuracy of the method was assured by selecting structurally exposed signature peptides, optimal choice of detergent, protein:enzyme ratio, and incubation time. Peptide calibrators were value assigned by isobaric tagging isotope dilution MS amino acid analysis. RESULTS: The method reproducibility was validated in technical repeats of three serum samples, giving 2-3% intraday CVs (N = 5) and <7% interday CVs (N = 21). The repeated analysis of interlaboratory harmonization standards showed -1% difference for ApoA-I and -12% for ApoB-100 relative to the assigned value. The applicability of the method was demonstrated by repeated analysis of 24 patient samples with a wide range of total cholesterol and triglyceride levels. CONCLUSIONS AND CLINICAL RELEVANCE: The method is applicable for simultaneous analysis of ApoA-I and ApoB-100 in patient samples, and for characterization of serum pool calibrators for other analytical platforms.


Apolipoprotein A-I/chemistry , Apolipoprotein B-100/chemistry , Blood Chemical Analysis/methods , Mass Spectrometry , Peptide Fragments/blood , Proteolysis , Trypsin/metabolism , Amino Acid Sequence , Apolipoprotein A-I/metabolism , Apolipoprotein B-100/metabolism , Calibration , Chromatography, Liquid , Humans , Isotopes/chemistry , Linear Models , Peptide Fragments/chemistry , Peptide Fragments/metabolism , Reproducibility of Results
5.
J Proteomics ; 150: 258-267, 2017 01 06.
Article En | MEDLINE | ID: mdl-27667389

Apolipoproteins measured in plasma or serum are potential biomarkers for assessing metabolic irregularities that are associated with the development of cardiovascular disease (CVD). LC-MS/MS allows quantitative measurement of multiple apolipoproteins in the same sample run. However, the accuracy and precision of the LC-MS/MS measurement depends on the reproducibility of the enzymatic protein digestion step. With the application of an immobilized enzyme reactor (IMER), the reproducibility of the trypsin digestion can be controlled with high precision via flow rate, column volume and temperature. In this report, we demonstrate the application of an integrated IMER-LC-MS/MS platform for the simultaneous quantitative analysis of eight apolipoproteins. Using a dilution series of a characterized serum pool as calibrator, the method was validated by repeated analysis of pooled sera and individual serum samples with a wide range of lipid profiles, all showing intra-assay CV<4.4% and inter-assay CV<8%. In addition, the method was compared with traditional homogeneous digestion coupled LC-MS/MS for the quantification of apoA-I and apoB-100. Applied in large scale human population studies, this method can serve the translation of a wider panel of apolipoprotein biomarkers from research to clinical application. SIGNIFICANCE: Currently, the translation of apolipoprotein biomarkers to clinical application is impaired because of the high cost of large cohort studies using traditional single-analyte immunoassays. The application of on-line tryptic digestion coupled with LC-MS/MS analysis is an effective way to address this problem. In this work we demonstrate a high throughput, multiplexed, automated proteomics workflow for the simultaneous analysis of multiple proteins.


Apolipoproteins/analysis , Proteolysis , Proteomics/methods , Tandem Mass Spectrometry/methods , Trypsin/metabolism , Apolipoproteins/metabolism , Biomarkers/blood , Blood Chemical Analysis/methods , Blood Proteins/analysis , Blood Proteins/metabolism , Chromatography, Liquid , Feasibility Studies , Humans , Reproducibility of Results
6.
Genome Announc ; 4(6)2016 Dec 22.
Article En | MEDLINE | ID: mdl-28007855

Serum Institute of India is among the world's largest vaccine producers. Here, we report the complete genome sequences for four Bordetella pertussis strains used by Serum Institute of India in the production of whole-cell pertussis vaccines.

7.
Toxins (Basel) ; 7(12): 4881-94, 2015 Nov 25.
Article En | MEDLINE | ID: mdl-26610568

Ricin is a protein toxin produced by the castor bean plant (Ricinus communis) together with a related protein known as R. communis agglutinin (RCA120). Mass spectrometric (MS) assays have the capacity to unambiguously identify ricin and to detect ricin's activity in samples with complex matrices. These qualitative and quantitative assays enable detection and differentiation of ricin from the less toxic RCA120 through determination of the amino acid sequence of the protein in question, and active ricin can be monitored by MS as the release of adenine from the depurination of a nucleic acid substrate. In this work, we describe the application of MS-based methods to detect, differentiate and quantify ricin and RCA120 in nine blinded samples supplied as part of the EQuATox proficiency test. Overall, MS-based assays successfully identified all samples containing ricin or RCA120 with the exception of the sample spiked with the lowest concentration (0.414 ng/mL). In fact, mass spectrometry was the most successful method for differentiation of ricin and RCA120 based on amino acid determination. Mass spectrometric methods were also successful at ranking the functional activities of the samples, successfully yielding semi-quantitative results. These results indicate that MS-based assays are excellent techniques to detect, differentiate, and quantify ricin and RCA120 in complex matrices.


Ricin/analysis , Adenine/chemistry , Amino Acid Sequence , Mass Spectrometry/methods , Plant Lectins/analysis , Plant Lectins/chemistry , Ricin/chemistry
8.
Int J Proteomics ; 2015: 536537, 2015.
Article En | MEDLINE | ID: mdl-26090226

Bordetella pertussis (Bp) is the etiologic agent of pertussis (whooping cough), a highly communicable infection. Although pertussis is vaccine preventable, in recent years there has been increased incidence, despite high vaccine coverage. Possible reasons for the rise in cases include the following: Bp strain adaptation, waning vaccine immunity, increased surveillance, and improved clinical diagnostics. A pertussis outbreak impacted California (USA) in 2010; children and preadolescents were the most affected but the burden of disease fell mainly on infants. To identify protein biomarkers associated with this pertussis outbreak, we report a whole cellular protein characterization of six Bp isolates plus the pertussis acellular vaccine strain Bp Tohama I (T), utilizing gel-free proteomics-based mass spectrometry (MS). MS/MS tryptic peptide detection and protein database searching combined with western blot analysis revealed three Bp isolates in this study had markedly reduced detection of pertactin (Prn), a subunit of pertussis acellular vaccines. Additionally, antibody affinity capture technologies were implemented using anti-Bp T rabbit polyclonal antisera and whole cellular proteins to identify putative immunogens. Proteome profiling could shed light on pathogenesis and potentially lay the foundation for reduced infection transmission strategies and improved clinical diagnostics.

9.
Anal Chem ; 87(13): 6769-77, 2015 Jul 07.
Article En | MEDLINE | ID: mdl-26016659

The continued advance of antibiotic resistance in clinically relevant bacterial strains necessitates the development and refinement of assays that can rapidly and cost-effectively identify bacteria and determine their susceptibility to a panel of antibiotics. A methodology is described herein that exploits the specificity and physiology of the Staphylococci bacteriophage K to identify Staphylococcus aureus (S. aureus) and determine its susceptibility to clindamycin and cefoxitin. The method uses liquid chromatography-mass spectrometry to monitor the replication of bacteriophage after it is used to infect samples thought to contain S. aureus. Amplification of bacteriophage K indicates the sample contains S. aureus, for it is only in the presence of a suitable host that bacteriophage K can amplify. If bacteriophage amplification is detected in samples containing the antibiotics clindamycin or cefoxitin, the sample is deemed to be resistant to these antibiotics, respectively, for bacteriophage can only amplify in a viable host. Thus, with a single work flow, S. aureus can be detected in an unknown sample and susceptibility to clindamycin and cefoxitin can be ascertained. This Article discusses implications for the use of bacteriophage amplification in the clinical laboratory.


Anti-Bacterial Agents/pharmacology , Bacteriophages/genetics , Mass Spectrometry/methods , Staphylococcus aureus/drug effects , Microbial Sensitivity Tests , Staphylococcus aureus/isolation & purification
10.
Toxicon ; 95: 72-83, 2015 Mar.
Article En | MEDLINE | ID: mdl-25576235

The seeds of the Ricinus communis (Castor bean) plant are the source of the economically important commodity castor oil. Castor seeds also contain the proteins ricin and R. communis agglutinin (RCA), two toxic lectins that are hazardous to human health. Radial immunodiffusion (RID) and the enzyme linked immunosorbent assay (ELISA) are two antibody-based methods commonly used to quantify ricin and RCA; however, antibodies currently used in these methods cannot distinguish between ricin and RCA due to the high sequence homology of the respective proteins. In this study, a technique combining antibody-based affinity capture with liquid chromatography and multiple reaction monitoring (MRM) mass spectrometry (MS) was used to quantify the amounts of ricin and RCA independently in extracts prepared from the seeds of eighteen representative cultivars of R. communis which were propagated under identical conditions. Additionally, liquid chromatography and MRM-MS was used to determine rRNA N-glycosidase activity for each cultivar and the overall activity in these cultivars was compared to a purified ricin standard. Of the cultivars studied, the average ricin content was 9.3 mg/g seed, the average RCA content was 9.9 mg/g seed, and the enzymatic activity agreed with the activity of a purified ricin reference within 35% relative activity.


Plant Lectins/chemistry , Ricin/chemistry , Ricinus communis/chemistry , Ricinus communis/enzymology , Chromatography, Liquid , Electrophoresis, Polyacrylamide Gel , Glycoside Hydrolases/metabolism , Immunoassay , Plant Extracts/chemistry , Seeds/chemistry , Tandem Mass Spectrometry
11.
J Microbiol Methods ; 90(2): 119-33, 2012 Aug.
Article En | MEDLINE | ID: mdl-22537821

Bordetella pertussis (Bp) is the etiologic agent of pertussis or whooping cough, a highly contagious respiratory disease occurring primarily in infants and young children. Although vaccine preventable, pertussis cases have increased over the years leading researchers to re-evaluate vaccine control strategies. Since bacterial outer membrane proteins, comprising the surfaceome, often play roles in pathogenesis and antibody-mediated immunity, three recent Bp circulating isolates were examined using proteomics to identify any potential changes in surface protein expression. Fractions enriched for outer membrane proteins were digested with trypsin and the peptides analyzed by nano liquid chromatography-electrospray ionization-mass spectrometry (nLC-ESI-MS), followed by database analysis to elucidate the surfaceomes of our three Bp isolates. Furthermore, a less labor intensive non-gel based antibody affinity capture technology in conjunction with MS was employed to assess each Bp strains' immunogenic outer membrane proteins. This novel technique is generally applicable allowing for the identification of immunogenic surface expressed proteins on pertussis and other pathogenic bacteria.


Bacterial Proteins/analysis , Bordetella pertussis/chemistry , Proteome/analysis , Proteomics/methods , Whooping Cough/microbiology , Animals , Antibodies, Bacterial/metabolism , Antigens, Bacterial/isolation & purification , Antigens, Bacterial/metabolism , Bacterial Proteins/isolation & purification , Bordetella pertussis/isolation & purification , Child, Preschool , Chromatography, Liquid/methods , Computational Biology/methods , Female , Humans , Infant , Mice , Mice, Inbred BALB C , Protein Binding , Proteome/isolation & purification , Spectrometry, Mass, Electrospray Ionization/methods
12.
BMC Microbiol ; 11: 232, 2011 Oct 18.
Article En | MEDLINE | ID: mdl-22008244

BACKGROUND: Clostridium botulinum is the taxonomic designation for at least six diverse species that produce botulinum neurotoxins (BoNTs). There are seven known serotypes of BoNTs (/A through/G), all of which are potent toxins classified as category A bioterrorism agents. BoNT/G is the least studied of the seven serotypes. In an effort to further characterize the holotoxin and neurotoxin-associated proteins (NAPs), we conducted an in silico and proteomic analysis of commercial BoNT/G complex. We describe the relative quantification of the proteins present in the/G complex and confirm our ability to detect the toxin activity in vitro. In addition, we review previous literature to provide a complete description of the BoNT/G complex. RESULTS: An in-depth comparison of protein sequences indicated that BoNT/G shares the most sequence similarity with the/B serotype. A temperature-modified Endopep-MS activity assay was successful in the detection of BoNT/G activity. Gel electrophoresis and in gel digestions, followed by MS/MS analysis of/G complex, revealed the presence of four proteins in the complexes: neurotoxin (BoNT) and three NAPs--nontoxic-nonhemagglutinin (NTNH) and two hemagglutinins (HA70 and HA17). Rapid high-temperature in-solution tryptic digestions, coupled with MS/MS analysis, generated higher than previously reported sequence coverages for all proteins associated with the complex: BoNT 66%, NTNH 57%, HA70 91%, and HA17 99%. Label-free relative quantification determined that the complex contains 30% BoNT, 38% NTNH, 28% HA70, and 4% HA17 by weight comparison and 17% BoNT, 23% NTNH, 42% HA70, and 17% HA17 by molecular comparison. CONCLUSIONS: The in silico protein sequence comparisons established that the/G complex is phenetically related to the other six serotypes of C. botulinum. Proteomic analyses and Endopep-MS confirmed the presence of BoNT and NAPs, along with the activity of the commercial/G complex. The use of data-independent MS(E) data analysis, coupled to label-free quantification software, suggested that the weight ratio BoNT:NAPs is 1:3, whereas the molar ratio of BoNT:NTNH:HA70:HA17 is 1:1:2:1, within the BoNT/G progenitor toxin.


Botulinum Toxins/chemistry , Clostridium botulinum/chemistry , Proteomics , Amino Acid Sequence , Clostridium botulinum/genetics , Hemagglutinins/chemistry , Molecular Sequence Data , Sequence Homology, Amino Acid , Tandem Mass Spectrometry
13.
Anal Chem ; 83(8): 2897-905, 2011 Apr 15.
Article En | MEDLINE | ID: mdl-21428278

The toxic plant protein ricin has gained notoriety due to wide availability and potential use as a bioterrorism agent, with particular concern for food supply contamination. We have developed a sensitive and selective mass spectrometry-based method to detect ricin in tap water, 2% milk, apple juice, and orange juice. Ricin added to beverage matrices was extracted using antibody-bound magnetic beads and digested with trypsin. Absolute quantification was performed using isotope dilution mass spectrometry with a linear ion trap operating in product-ion-monitoring mode. The method allows for identification of ricin A chain and B chain and for distinction of ricin from ricin agglutinin within a single analytical run. Ricin-bound beads were also tested for deadenylase activity by incubation with a synthetic ssDNA oligomer. Depurination of the substrate by ricin was confirmed by matrix-assisted laser desorption ionization-time-of-flight mass spectrometry (MALDI-TOFMS). This method was used successfully to extract ricin from each beverage matrix. The activity of recovered ricin was assessed, and quantification was achieved, with a limit of detection of 10 fmol/mL (0.64 ng/mL).


Beverages/analysis , Isotope Labeling/methods , Ricin/analysis , Humans , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
14.
Forensic Sci Int ; 209(1-3): 70-9, 2011 Jun 15.
Article En | MEDLINE | ID: mdl-21251774

In late February 2008, law enforcement officials in Las Vegas, Nevada, discovered in a hotel room, a copy of The Anarchist Cookbook, suspected castor beans and a "white powder" thought to be a preparation of ricin. Ricin is a deadly toxin from the seed of the castor bean plant (Ricinus communis). The United States regulates the possession, use, and transfer of ricin and it is the only substance considered a warfare agent in both the Chemical and the Biological Weapons Conventions. Six samples obtained from the hotel room were analyzed by laboratories at the Centers for Disease Control and Prevention using a panel of biological and mass spectrometric assays. The biological assays (real time-PCR, time resolved fluorescence and cytotoxicity) provided presumptive evidence of active ricin in each of the samples. This initial screen was followed by an in-depth analysis using a novel, state-of-the-art mass spectrometry-based ricin functional assay and high sensitivity tandem mass spectrometry for protein identification. Mass spectrometric analysis positively identified ricin and confirmed that in each of the samples it was enzymatically active. The tandem mass spectrometry analysis used here is the most selective method available to detect ricin toxin. In each sample, ricin was unequivocally identified along with other R. communis plant proteins, including the highly homologous protein RCA120. Although database searches using tandem mass spectra acquired from the samples indicated that additional controlled substances were not present in these samples, the mass spectrometric results did provide extensive detail about the sample contents. To the best of our knowledge following a review of the available literature, this report describes the most detailed analysis of a white powder for a public health or forensic investigation involving ricin.


Chemical Warfare Agents/analysis , Plant Extracts/chemistry , Plant Proteins/isolation & purification , Ricin/analysis , Ricinus communis/chemistry , Ricinus communis/genetics , DNA Primers , DNA Probes , Humans , Mass Spectrometry , Plant Extracts/genetics , Plant Lectins/genetics , Polymerase Chain Reaction , Proteomics , Public Health , Ricin/genetics
16.
CSH Protoc ; 2006(5)2006 Oct 01.
Article En | MEDLINE | ID: mdl-22485948

INTRODUCTIONNanoliter-LC coupled to tandem mass spectrometry (nano-LC-MS/MS) permits the rapid and sensitive determination of protein-protein interactions. By using a specific purification technique such as coimmunoprecipitation or affinity purification in conjunction with nano-LC-MS/MS, not only are proteins identified, but specific protein-protein interactions are elucidated as well.

17.
CSH Protoc ; 2006(5)2006 Oct 01.
Article En | MEDLINE | ID: mdl-22485949

INTRODUCTIONThis protocol provides guidance for setting the parameters for a typical data-dependent MS/MS acquisition analysis using the ThermoFinnigan LCQ system. The method consists of a continual cycle beginning with one scan of MS (scan one), which records all of the m/z values of the ions present at that moment in the gradient, followed by two rounds of MS/MS. The initial MS/MS scan is of the first most-intense ion recorded from the MS scan. The second MS/MS scan is of the second most-intense ion recorded from scan one. Dynamic exclusion is activated to improve the protein identification capacity during the analysis.

18.
CSH Protoc ; 2006(5)2006 Oct 01.
Article En | MEDLINE | ID: mdl-22485950

INTRODUCTIONThis protocol describes the analysis of a proteome using multidimensional protein identification technology (MuDPIT), which couples 2D-LC to MS/MS, to resolve and identify peptides from complex mixtures. In this method, a pulled capillary microcolumn is packed with two independent chromatography phases: a strong cation exchanger and reversed-phase matrix material. Once a complex peptide mixture is loaded onto the system, no additional sample handling is required, because, as the peptides elute from the column, they are directed into the ESI ion-trap mass spectrometer, where they are ionized, mass-selected, and fragmented. Finally, advanced search algorithms match the fragmented peptides to their respective proteins in a database.

19.
CSH Protoc ; 2006(5)2006 Oct 01.
Article En | MEDLINE | ID: mdl-22485951

INTRODUCTIONProteins associated with insoluble particulate matter from a whole-cell lysate, or carefully prepared membrane samples, can be analyzed using MuDPIT analysis. However, the preliminary steps provided in this protocol are required to prepare a usable complex protein mixture from these types of samples.

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