Classification of HER2/neu status in gastric cancer using a breast-cancer derived proteome classifier.

Abstract:

:HER2-testing in breast and gastric cancers is mandatory for the treatment with trastuzumab. We hypothesized that imaging mass spectrometry (IMS) of breast cancers may be useful for generating a classifier that may determine HER2-status in other cancer entities irrespective of primary tumor site. A total of 107 breast (n = 48) and gastric (n = 59) cryo tissue samples was analyzed by IMS (HER2 was present in 29 cases). The obtained proteomic profiles were used to create HER2 prediction models using different classification algorithms. A breast cancer proteome derived classifier, with HER2 present in 15 cases, correctly predicted HER2-status in gastric cancers with a sensitivity of 65% and a specificity of 92%. To create a universal classifier for HER2-status, breast and nonbreast cancer samples were combined, which increased sensitivity to 78%, and specificity was 88%. Our proof of principle study provides evidence that HER2-status can be identified on a proteomic level across different cancer types suggesting that HER2 overexpression may constitute a unique molecular event independent of the tumor site. Furthermore, these results indicate that IMS may be useful for the determination of potential drugable targets, as it offers a quicker, cheaper, and more objective analysis than the standard HER2-testing procedures immunohistochemistry and fluorescence in situ hybridization.

journal_name

J Proteome Res

authors

Balluff B,Elsner M,Kowarsch A,Rauser S,Meding S,Schuhmacher C,Feith M,Herrmann K,Röcken C,Schmid RM,Höfler H,Walch A,Ebert MP

doi

10.1021/pr100573s

subject

Has Abstract

pub_date

2010-12-03 00:00:00

pages

6317-22

issue

12

eissn

1535-3893

issn

1535-3907

journal_volume

9

pub_type

杂志文章
  • Human proteins with target sites of multiple post-translational modification types are more prone to be involved in disease.

    abstract::Many proteins can be modified by multiple types of post-translational modifications (Mtp-proteins). Although some post-translational modifications (PTMs) have recently been found to be associated with life-threatening diseases like cancers and neurodegenerative disorders, the underlying mechanisms remain enigmatic to ...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr401019d

    authors: Huang Q,Chang J,Cheung MK,Nong W,Li L,Lee MT,Kwan HS

    更新日期:2014-06-06 00:00:00

  • Quantitative mass spectrometry-based proteomics reveals the dynamic range of primary mouse astrocyte protein secretion.

    abstract::Growing appreciation for astrocytes as active participants in nervous system development, neurovascular metabolic coupling, and neurological disease progression has stimulated recent investigation into specific astrocyte-secreted proteins that may mediate these functions. The current work utilized SILAC-generated isot...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr100134n

    authors: Greco TM,Seeholzer SH,Mak A,Spruce L,Ischiropoulos H

    更新日期:2010-05-07 00:00:00

  • Antibiotic Exposure Disturbs the Gut Microbiota and Its Metabolic Phenotype Differently in Rats with Advanced-Stage Type 1 Diabetes and Age-Matched Controls.

    abstract::Antibiotic-induced microbial perturbations alter host metabolism and affect host physiology. In this study, we aimed to investigate the effects of vancomycin (Vanc) and ciprofloxacin/metronidazole (CiMe) exposures on the gut microbiome and metabolome in the colonic content and tissue samples from advanced-stage type 1...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.9b00402

    authors: Zheng H,Fan K,Ji H,Jiang Q,Ning J,Xu P,Li C,Gao H

    更新日期:2019-11-01 00:00:00

  • Detergent-based but gel-free method allows identification of several hundred membrane proteins in single LC-MS runs.

    abstract::Detergents are indispensable solubilizing agents in the purification and analysis of membrane proteins. For mass spectrometric identification of proteins, it is essential that detergents are removed prior to analysis, necessitating an in-gel digestion step. Here, we report a procedure that allows use of detergents and...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr800412j

    authors: Nagaraj N,Lu A,Mann M,Wiśniewski JR

    更新日期:2008-11-01 00:00:00

  • Proteomic identification of in vivo interactors reveals novel function of skin cornification proteins.

    abstract::Protection against injurious external insults and loss of vital fluids is essential for life and is in all organisms, from bacteria to plants and humans, provided by some form of barrier. Members of the small proline-rich (SPRR) protein family are major components of the cornified cell envelope (CE), a structure respo...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr300310b

    authors: Vermeij WP,Florea BI,Isenia S,Alia A,Brouwer J,Backendorf C

    更新日期:2012-06-01 00:00:00

  • Pseudogene recoding revealed from proteomic analysis of salmonella serovars.

    abstract::Recoding refers to the reprogramming of mRNA translation by nonstandard read-out rules. In this study, we used stable isotope labeling with amino acids in cell culture (SILAC) technology to investigate the proteome of host-adapted Salmonella serovars, which are characteristic of accumulation of pseudogenes. Interestin...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr200904c

    authors: Feng Y,Chien KY,Chen HL,Chiu CH

    更新日期:2012-03-02 00:00:00

  • Membrane proteomic analysis of Arabidopsis thaliana using alternative solubilization techniques.

    abstract::This study presents a comparative proteomic analysis of the membrane subproteome of whole Arabidopsis seedlings using 2% Brij-58 or 60% methanol to enrich and solubilize membrane proteins for strong cation exchange fractionation and reversed-phase liquid chromatography-tandem mass spectrometry (LC-MS/MS). A total of 4...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr060525b

    authors: Mitra SK,Gantt JA,Ruby JF,Clouse SD,Goshe MB

    更新日期:2007-05-01 00:00:00

  • Ultra-Performance Liquid Chromatography-High-Resolution Mass Spectrometry and Direct Infusion-High-Resolution Mass Spectrometry for Combined Exploratory and Targeted Metabolic Profiling of Human Urine.

    abstract::The application of metabolic phenotyping to epidemiological studies involving thousands of biofluid samples presents a challenge for the selection of analytical platforms that meet the requirements of high-throughput precision analysis and cost-effectiveness. Here direct infusion-nanoelectrospray (DI-nESI) was compare...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.8b00413

    authors: Chekmeneva E,Dos Santos Correia G,Gómez-Romero M,Stamler J,Chan Q,Elliott P,Nicholson JK,Holmes E

    更新日期:2018-10-05 00:00:00

  • Quantitative mass spectrometric immunoassay of insulin like growth factor 1.

    abstract::Reported in this work are the development of mass spectrometric immunoassay (MSIA) devices and methods for the qualitative analysis of IGF-1 and -2, and the rigorous quantification of IGF-1 from human plasma. A method involving addition of SDS in moderate concentration to unfractionated plasma for disrupting IGF/IGFBP...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr0499388

    authors: Nelson RW,Nedelkov D,Tubbs KA,Kiernan UA

    更新日期:2004-07-01 00:00:00

  • Relative and Quantitative Phosphoproteome Analysis of Macrophages in Response to Infection by Virulent and Avirulent Mycobacteria Reveals a Distinct Role of the Cytosolic RNA Sensor RIG-I in Mycobacterium tuberculosis Pathogenesis.

    abstract::Comparative phosphoproteomics of Mycobacterium tuberculosis (Mtb)- and Mycobacterium bovis BCG (BCG)-infected macrophages could be instrumental in understanding the characteristic post-translational modifications of host proteins and their subsequent involvement in determining Mtb pathogenesis. To identify proteins ac...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.9b00895

    authors: Choudhary E,Bullen CK,Goel R,Singh AK,Praharaj M,Thakur P,Dhiman R,Bishai WR,Agarwal N

    更新日期:2020-06-05 00:00:00

  • apQuant: Accurate Label-Free Quantification by Quality Filtering.

    abstract::Label-free quantification of shotgun proteomics data is a frequently used strategy, offering high dynamic range, sensitivity, and the ability to compare a high number of samples without additional labeling effort. Here, we present a bioinformatics approach that significantly improves label-free quantification results....

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.8b00113

    authors: Doblmann J,Dusberger F,Imre R,Hudecz O,Stanek F,Mechtler K,Dürnberger G

    更新日期:2019-01-04 00:00:00

  • PTML Model for Proteome Mining of B-Cell Epitopes and Theoretical-Experimental Study of Bm86 Protein Sequences from Colima, Mexico.

    abstract::In this work, we developed a general perturbation theory and machine learning method for data mining of proteomes to discover new B-cell epitopes useful for vaccine design. The method predicts the epitope activity εq(cqj) of one query peptide (q-peptide) under a set of experimental query conditions (cqj). The method u...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.7b00477

    authors: Martínez-Arzate SG,Tenorio-Borroto E,Barbabosa Pliego A,Díaz-Albiter HM,Vázquez-Chagoyán JC,González-Díaz H

    更新日期:2017-11-03 00:00:00

  • IsoformResolver: A peptide-centric algorithm for protein inference.

    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

    authors: Meyer-Arendt K,Old WM,Houel S,Renganathan K,Eichelberger B,Resing KA,Ahn NG

    更新日期:2011-07-01 00:00:00

  • iTRAQ-coupled 2D LC-MS/MS analysis on protein profile in vascular smooth muscle cells incubated with S- and R-enantiomers of propranolol: possible role of metabolic enzymes involved in cellular anabolism and antioxidant activity.

    abstract::Propranolol is a nonselective beta-blocker of the beta-adrenergic receptors, and the S-enantiomer is more active compared with the R-enantiomer. Clinically, it has been shown to be effective in hypermetabolic burn patients by decreasing cardiac work, protein catabolism, and lipolysis. While gene expression profiles ha...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr0605926

    authors: Sui J,Tan TL,Zhang J,Ching CB,Chen WN

    更新日期:2007-05-01 00:00:00

  • Proteomic analysis of human serum by two-dimensional differential gel electrophoresis after depletion of high-abundant proteins.

    abstract::Two-dimensional differential gel electrophoresis (2-D DIGE) was used to analyze human serum following the removal of albumin and five other high-abundant serum proteins. After protein removal, serum was analyzed by SDS-PAGE as a preliminary screen, and significant differences between four high-abundant protein removal...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr049921p

    authors: Chromy BA,Gonzales AD,Perkins J,Choi MW,Corzett MH,Chang BC,Corzett CH,McCutchen-Maloney SL

    更新日期:2004-11-01 00:00:00

  • Pancreatic cancer serum detection using a lectin/glyco-antibody array method.

    abstract::Pancreatic cancer is a formidable disease and early detection biomarkers are needed to make inroads into improving the outcomes in these patients. In this work, lectin antibody microarrays were utilized to detect unique glycosylation patterns of proteins from serum. Antibodies to four potential glycoprotein markers th...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr8007013

    authors: Li C,Simeone DM,Brenner DE,Anderson MA,Shedden KA,Ruffin MT,Lubman DM

    更新日期:2009-02-01 00:00:00

  • Quantitative Proteomics Reveals Differences in the Response of Neutrophils Isolated from Healthy or Diabetic Subjects to Infection with Capsule-Variant Burkholderia thailandensis.

    abstract::In Thailand, diabetes mellitus is the most significant risk factor for melioidosis, a severe disease caused by Burkholderia pseudomallei. In this study, neutrophils isolated from healthy or diabetic subjects were infected with B. thailandensis E555, a variant strain with a B. pseudomallei-like capsular polysaccharide ...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.9b00166

    authors: Withatanung P,Kurian D,Tangjittipokin W,Plengvidhya N,Titball RW,Korbsrisate S,Stevens JM

    更新日期:2019-07-05 00:00:00

  • Characterization of Monophasic Solvent-Based Tissue Extractions for the Detection of Polar Metabolites and Lipids Applying Ultrahigh-Performance Liquid Chromatography-Mass Spectrometry Clinical Metabolic Phenotyping Assays.

    abstract::Metabolic phenotyping of tissues uses metabolomics and lipidomics to measure the relative polar and nonpolar (lipid) metabolite levels in biological samples. This approach aims to understand disease biochemistry and identify biochemical markers of disease. Sample preparation methods must be reproducible, sensitive (hi...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.0c00660

    authors: Southam AD,Pursell H,Frigerio G,Jankevics A,Weber RJM,Dunn WB

    更新日期:2021-01-01 00:00:00

  • Western honeybee drones and workers (Apis mellifera ligustica) have different olfactory mechanisms than eastern honeybees (Apis cerana cerana).

    abstract::The honeybees Apis mellifera ligustica (Aml) and Apis cerana cerana (Acc) are two different western and eastern bee species that evolved in distinct ecologies and developed specific antennal olfactory systems for their survival. Knowledge of how their antennal olfactory systems function in regards to the success of ea...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr300298w

    authors: Woltedji D,Song F,Zhang L,Gala A,Han B,Feng M,Fang Y,Li J

    更新日期:2012-09-07 00:00:00

  • Large-Scale Identification of N-Glycan Glycoproteins Carrying Lewis x and Site-Specific N-Glycan Alterations in Fut9 Knockout Mice.

    abstract::The Lewis x (Le(x)) structure (Galβ1-4(Fucα1-3)GlcNAc-R) is a carbohydrate epitope comprising the stage-specific embryonic antigen-1 (SSEA-1) and CD15, and it is synthesized by α1,3-fucosyltransferase 9 (Fut9). Fut9 is expressed specifically in the stomach, kidney, brain, and in leukocytes, suggesting a specific funct...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.5b00178

    authors: Noro E,Togayachi A,Sato T,Tomioka A,Fujita M,Sukegawa M,Suzuki N,Kaji H,Narimatsu H

    更新日期:2015-09-04 00:00:00

  • iMonDB: Mass Spectrometry Quality Control through Instrument Monitoring.

    abstract::Over the past few years, awareness has risen that for mass-spectrometry-based proteomics methods to mature into everyday analytical and clinical practices, extensive quality assessment is mandatory. A currently overlooked source of qualitative information originates from the mass spectrometer itself. Apart from the ac...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.5b00127

    authors: Bittremieux W,Willems H,Kelchtermans P,Martens L,Laukens K,Valkenborg D

    更新日期:2015-05-01 00:00:00

  • Sequential analysis of N- and O-linked glycosylation of 2D-PAGE separated glycoproteins.

    abstract::A robust method has been developed that allows analysis of both N- and O-linked oligosaccharides released from glycoproteins separated using 2D-PAGE and then electroblotted to PVDF membrane. This analysis provides efficient oligosaccharide profiling applicable to glycoproteomic analysis. The method involves the enzyma...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr025538d

    authors: Wilson NL,Schulz BL,Karlsson NG,Packer NH

    更新日期:2002-11-01 00:00:00

  • Ultra-high performance liquid chromatography-mass spectrometry for the fast profiling of histone post-translational modifications.

    abstract::Histones are subjected to extensive post-translational modifications (PTMs) that are known to play key roles in many biological processes. In this study, we report a fast, efficient, highly reproducible, and easily automated method involving ultra-high performance liquid chromatography (UHPLC) coupled to a high resolu...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr100497a

    authors: Contrepois K,Ezan E,Mann C,Fenaille F

    更新日期:2010-10-01 00:00:00

  • Optimized Workflow for Multiplexed Phosphorylation Analysis of TMT-Labeled Peptides Using High-Field Asymmetric Waveform Ion Mobility Spectrometry.

    abstract::Phosphorylation is a post-translational modification with a vital role in cellular signaling. Isobaric labeling-based strategies, such as tandem mass tags (TMT), can measure the relative phosphorylation states of peptides in a multiplexed format. However, the low stoichiometry of protein phosphorylation constrains the...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/acs.jproteome.9b00759

    authors: Schweppe DK,Rusin SF,Gygi SP,Paulo JA

    更新日期:2020-01-03 00:00:00

  • Site-specific IGFBP-1 hyper-phosphorylation in fetal growth restriction: clinical and functional relevance.

    abstract::Phosphorylation enhances IGFBP-1 binding to IGF-I, thereby limiting the bioavailability of IGF-I that may be important in fetal growth. Our goal in this study was to determine whether changes in site-specific IGFBP-1 phosphorylation were unique to fetal growth restriction. To establish a link, we compared IGFBP-1 phos...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr900987n

    authors: Abu Shehab M,Khosravi J,Han VK,Shilton BH,Gupta MB

    更新日期:2010-04-05 00:00:00

  • Combined metabonomic and quantitative real-time PCR analyses reveal systems metabolic changes of Fusarium graminearum induced by Tri5 gene deletion.

    abstract::Fusarium graminearum (FG) is a serious plant pathogen causing huge losses in global production of wheat and other cereals. Tri5-gene encoded trichodiene synthase is the first key enzyme for biosynthesis of trichothecene mycotoxins in FG. To further our understandings of FG metabolism which is essential for developing ...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr101095t

    authors: Chen F,Zhang J,Song X,Yang J,Li H,Tang H,Liao YC

    更新日期:2011-05-06 00:00:00

  • Replaceable cross-linked polyacrylamide for high performance separation of proteins.

    abstract::An alternative sieving matrix, replaceable cross-linked polyacrylamide (rCPA), was developed for sodium dodecyl sulfate capillary gel electrophoresis (SDS-CGE) separation of proteins. This rCPA could be conveniently pressurized into separation capillaries under a pressure of 80 psi. SDS-CGE separations using this matr...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr0500206

    authors: Lu JJ,Liu S,Pu Q

    更新日期:2005-05-01 00:00:00

  • Metabolomic analysis identifies inflammatory and noninflammatory metabolic effects of genetic modification in a mouse model of Crohn's disease.

    abstract::Interleukin-10 is an immunosuppressive cytokine involved in the regulation of gastrointestinal mucosal immunity toward intestinal microbiota. Interleukin-10-deficient (IL10(-/-)) mice develop Crohn's disease-like colitis unless raised in germ-free conditions. Previous gas chromatography-mass spectrometry (GC-MS) metab...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr901130s

    authors: Lin HM,Barnett MP,Roy NC,Joyce NI,Zhu S,Armstrong K,Helsby NA,Ferguson LR,Rowan DD

    更新日期:2010-04-05 00:00:00

  • An integrated proteomic workflow for two-dimensional differential gel electrophoresis and robotic spot picking.

    abstract::New technologies have advanced the field of proteomics, and a number of companies have developed innovative platforms to drive this research. However, significant challenges are often encountered when trying to integrate complementary technologies from multiple manufacturers. We have developed a software and hardware ...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr050465u

    authors: Mahnke RC,Corzett TH,McCutchen-Maloney SL,Chromy BA

    更新日期:2006-09-01 00:00:00

  • Occurrence and detection of phosphopeptide isomers in large-scale phosphoproteomics experiments.

    abstract::The past decade has been marked by the emergence of selective affinity media and sensitive mass spectrometry instrumentation that facilitated large-scale phosphoproteome analyses and expanded the repertoire of protein phosphorylation. Despite these remarkable advances, the precise location of the phosphorylation site ...

    journal_title:Journal of proteome research

    pub_type: 杂志文章

    doi:10.1021/pr300229m

    authors: Courcelles M,Bridon G,Lemieux S,Thibault P

    更新日期:2012-07-06 00:00:00