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1.
J Proteome Res ; 20(12): 5315-5328, 2021 12 03.
Artigo em Inglês | MEDLINE | ID: mdl-34766501

RESUMO

Although plasma complement factor B (CFB, NX_P00751), both alone and in combination with CA19-9 (i.e., the ComB-CAN), previously exhibited a reliable diagnostic ability for pancreatic cancer (PC), its detectability of the early stages and the cancer detection mechanism remained elusive. We first evaluated the diagnostic accuracy of ComB-CAN using plasma samples from healthy donors (HDs), patients with chronic pancreatitis (CP), and patients with different PC stages (I/II vs III/IV). An analysis of the area under the curve (AUC) by PanelComposer using logistic regression revealed that ComB-CAN has a superior diagnostic ability for early-stage PC (97.1.% [95% confidence interval (CI): (97.1-97.2)]) compared with CFB (94.3% [95% CI: 94.2-94.4]) or CA19-9 alone (34.3% [95% CI: 34.1-34.4]). In the comparisons of all stages of patients with PC vs CP and HDs, the AUC values of ComB-CAN, CFB, and CA19-9 were 0.983 (95% CI: 0.983-0.983), 0.950 (95% CI: 0.950-0.951), and 0.873 (95% CI: 0.873-0.874), respectively. We then investigated the molecular mechanism underlying the detection of early-stage PC by using stable cell lines of CFB knockdown and CFB overexpression. A global transcriptomic analysis coupled to cell invasion assays of both CFB-modulated cell lines suggested that CFB plays a tumor-promoting role in PC, which likely initiates the PI3K-AKT cancer signaling pathway. Thus our study establishes ComB-CAN as a reliable early diagnostic marker for PC that can be clinically applied for early PC screening in the general public.


Assuntos
Fator B do Complemento , Neoplasias Pancreáticas , Biomarcadores Tumorais/genética , Antígeno CA-19-9 , Fator B do Complemento/metabolismo , Humanos , Fosfatidilinositol 3-Quinases
2.
Mol Cell Proteomics ; 18(8): 1651-1668, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31208993

RESUMO

Fusion proteoforms are translation products derived from gene fusion. Although very rare, the fusion proteoforms play important roles in biomedical science. For example, fusion proteoforms influence the development of tumors by serving as cancer markers or cell cycle regulators. Although numerous studies have reported bioinformatics tools that can predict fusion transcripts, few proteogenomic tools are available that can predict and identify proteoforms. In this study, we develop a versatile proteogenomic tool "FusionPro," which facilitates the identification of fusion transcripts and their potential translatable peptides. FusionPro provides an independent gene fusion prediction module and can build sequence databases for annotated fusion proteoforms. FusionPro shows greater sensitivity than the available fusion finders when analyzing simulated or real RNA sequencing data sets. We use FusionPro to identify 18 fusion junction peptides and three potential fusion-derived peptides by MS/MS-based analysis of leukemia cell lines (Jurkat and K562) and ovarian cancer tissues from the Clinical Proteomic Tumor Analysis Consortium. Among the identified fusion proteins, we molecularly validate two fusion junction isoforms and a translation product of FAM133B:CDK6. Moreover, sequence analysis suggests that the fusion protein participates in the cell cycle progression. In addition, our prediction results indicate that fusion transcripts often have multiple fusion junctions and that these fusion junctions tend to be distributed in a nonrandom pattern at both the chromosome and gene levels. Thus, FusionPro allows users to detect various types of fusion translation products using a transcriptome-informed approach and to gain a comprehensive understanding of the formation and biological roles of fusion proteoforms.


Assuntos
Fusão Gênica , Neoplasias Ovarianas/genética , Proteogenômica/métodos , Software , Feminino , Humanos , Células Jurkat , Células K562
3.
J Proteome Res ; 19(4): 1684-1695, 2020 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-31985234

RESUMO

Various liver diseases, including hepatocellular carcinoma (HCC), have been linked to mitochondrial dysfunction, reduction of reactive oxygen species (ROS), and elevation of nitric oxide (NO). In this study, we subjected the human liver mitochondrial proteome to extensive quantitative proteomic profiling analysis and molecular characterization to identify potential signatures indicative of cancer cell growth and progression. Sequential proteomic analysis identified 2452 mitochondrial proteins, of which 1464 and 2010 were classified as nontumor and tumor (HCC) mitochondrial proteins, respectively, with 1022 overlaps. Further metabolic mapping of the HCC mitochondrial proteins narrowed our biological characterization to four proteins, namely, ALDH4A1, LRPPRC, ATP5C1, and ALDH6A1. The latter protein, a mitochondrial methylmalonate semialdehyde dehydrogenase (ALDH6A1), was most strongly suppressed in HCC tumor regions (∼10-fold decrease) in contrast to LRPPRC (∼6-fold increase) and was predicted to be present in plasma. Accordingly, we selected ALDH6A1 for functional analysis and engineered Hep3B cells to overexpress this protein, called ALDH6A1-O/E cells. Since ALDH6A1 is predicted to be involved in mitochondrial respiration, we assessed changes in the levels of NO and ROS in the overexpressed cell lines. Surprisingly, in ALDH6A1-O/E cells, NO was decreased nearly 50% but ROS was increased at a similar level, while the former was restored by treatment with S-nitroso-N-acetyl-penicillamine. The lactate levels were also decreased relative to control cells. Propidium iodide and Rhodamine-123 staining suggested that the decrease in NO and increase in ROS in ALDH6A1-O/E cells could be caused by depolarization of the mitochondrial membrane potential (ΔΨ). Taken together, our results suggest that hepatic neoplastic transformation appears to suppress the expression of ALDH6A1, which is accompanied by a respective increase and decrease in NO and ROS in cancer cells. Given the close link between ALDH6A1 suppression and abnormal cancer cell growth, this protein may serve as a potential molecular signature or biomarker of hepatocarcinogenesis and treatment responses.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Aldeído Oxirredutases , Apoptose , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/metabolismo , Linhagem Celular Tumoral , Humanos , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/metabolismo , Potencial da Membrana Mitocondrial , Mitocôndrias/genética , Mitocôndrias/metabolismo , Proteínas de Neoplasias/metabolismo , Proteoma/genética , Proteoma/metabolismo , Proteômica , Espécies Reativas de Oxigênio/metabolismo
4.
J Proteome Res ; 19(12): 4867-4883, 2020 12 04.
Artigo em Inglês | MEDLINE | ID: mdl-33206527

RESUMO

We previously reported that human carboxylesterase 1 (CES1), a serine esterase containing a unique N-linked glycosyl group at Asn79 (N79 CES1), is a candidate serological marker of hepatocellular carcinoma (HCC). CES1 is normally present at low-to-undetectable levels in normal human plasma, HCC tumors, and major liver cancer cell lines. To investigate the potential mechanism underlying the suppression of CES1 expression in liver cancer cells, we took advantage of the low detectability of this marker in tumors by overexpressing CES1 in multiple HCC cell lines, including stable Hep3B cells. We found that the population of CES1-overexpressing (OE) cells decreased and that their doubling time was longer compared with mock control liver cancer cells. Using interactive transcriptome, proteome, and subsequent Gene Ontology enrichment analysis of CES1-OE cells, we found substantial decreases in the expression levels of genes involved in cell cycle regulation and proliferation. This antiproliferative function of the N79 glycan of CES1 was further supported by quantitative real-time polymerase chain reaction, flow cytometry, and an apoptosis protein array assay. An analysis of the levels of key signaling target proteins via Western blotting suggested that CES1 overexpression exerted an antiproliferative effect via the PKD1/PKCµ signaling pathway. Similar results were also seen in another HCC cell line (PLC/RFP/5) after transient transfection with CES1 but not in similarly treated non-HCC cell lines (e.g., HeLa and Tera-1 cells), suggesting that CES1 likely exerts a liver cell-type-specific suppressive effect. Given that the N-linked glycosyl group at Asn79 (N79 glycan) of CES1 is known to influence CES1 enzyme activity, we hypothesized that the post-translational modification of CES1 at N79 may be linked to its antiproliferative activity. To investigate the regulatory effect of the N79 glycan on cellular growth, we mutated the single N-glycosylation site in CES1 from Asn to Gln (CES1-N79Q) via site-directed mutagenesis. Fluorescence 2-D difference gel electrophoresis protein expression analysis of cell lysates revealed an increase in cell growth and a decrease in doubling time in cells carrying the N79Q mutation. Thus our results suggest that CES1 exerts an antiproliferative effect in liver cancer cells and that the single N-linked glycosylation at Asn79 plays a potential regulatory role. These functions may underlie the undetectability of CES1 in human HCC tumors and liver cancer cell lines. Mass spectrometry data are available via ProteomeXchange under the identifier PXD021573.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Hidrolases de Éster Carboxílico/genética , Hidrolases de Éster Carboxílico/metabolismo , Carcinoma Hepatocelular/genética , Linhagem Celular Tumoral , Proliferação de Células , Regulação Neoplásica da Expressão Gênica , Glicosilação , Humanos , Neoplasias Hepáticas/genética
5.
J Proteome Res ; 16(12): 4455-4467, 2017 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-28960081

RESUMO

One of the major goals of the Chromosome-Centric Human Proteome Project (C-HPP) is to fill the knowledge gaps between human genomic information and the corresponding proteomic information. These gaps are due to "missing" proteins (MPs)-predicted proteins with insufficient evidence from mass spectrometry (MS), biochemical, structural, or antibody analyses-that currently account for 2579 of the 19587 predicted human proteins (neXtProt, 2017-01). We address some of the lessons learned from the inconsistent annotations of missing proteins in databases (DB) and demonstrate a systematic proteogenomic approach designed to explore a potential new function of a known protein. To illustrate a cautious and strategic approach for characterization of novel function in vitro and in vivo, we present the case of Na(+)/H(+) exchange regulatory cofactor 1 (NHERF1/SLC9A3R1, located at chromosome 17q25.1; hereafter NHERF1), which was mistakenly labeled as an MP in one DB (Global Proteome Machine Database; GPMDB, 2011-09 release) but was well known in another public DB and in the literature. As a first step, NHERF1 was determined by MS and immunoblotting for its molecular identity. We next investigated the potential new function of NHERF1 by carrying out the quantitative MS profiling of placental trophoblasts (PXD004723) and functional study of cytotrophoblast JEG-3 cells. We found that NHERF1 was associated with trophoblast differentiation and motility. To validate this newly found cellular function of NHERF1, we used the Caenorhabditis elegans mutant of nrfl-1 (a nematode ortholog of NHERF1), which exhibits a protruding vulva (Pvl) and egg-laying-defective phenotype, and performed genetic complementation work. The nrfl-1 mutant was almost fully rescued by the transfection of the recombinant transgenic construct that contained human NHERF1. These results suggest that NHERF1 could have a previously unknown function in pregnancy and in the development of human embryos. Our study outlines a stepwise experimental platform to explore new functions of ambiguously denoted candidate proteins and scrutinizes the mandated DB search for the selection of MPs to study in the future.


Assuntos
Fosfoproteínas/fisiologia , Proteogenômica/métodos , Trocadores de Sódio-Hidrogênio/fisiologia , Animais , Caenorhabditis elegans/genética , Diferenciação Celular , Movimento Celular , Bases de Dados de Proteínas , Feminino , Humanos , Immunoblotting , Espectrometria de Massas , Reprodução , Transgenes , Trofoblastos/citologia
6.
J Proteome Res ; 14(8): 3007-14, 2015 Aug 07.
Artigo em Inglês | MEDLINE | ID: mdl-26148796

RESUMO

Solid-pseudopapillary neoplasm (SPN) is an uncommon pancreatic tumor with mutation in CTNNB1 and distinct clinical and pathological features. We compared the proteomic profiles of SPN to mRNA expression. Pooled SPNs and pooled non-neoplastic pancreatic tissues were examined with high-resolution mass spectrometry. We identified 329 (150 up-regulated and 179 down-regulated) differentially expressed proteins in SPN. We identified 191 proteins (58.1% of the 329 dysregulated proteins) with the same expression tendencies in SPN based on mRNA data. Many overexpressed proteins were related to signaling pathways known to be activated in SPNs. We found that several proteins involved in Wnt signaling, including DKK4 and ß-catenin, and proteins that bind ß-catenin, such as FUS and NONO, were up-regulated in SPNs. Molecules involved in glycolysis, including PKM2, ENO2, and HK1, were overexpressed in accordance to their mRNA levels. In summary, SPN showed (1) distinct protein expression changes that correlated with mRNA expression, (2) overexpression of Wnt signaling proteins and proteins that bind directly to ß-catenin, and (3) overexpression of proteins involved in metabolism. These findings may help develop early diagnostic biomarkers and molecular targets.


Assuntos
Carcinoma Papilar/metabolismo , Neoplasias Pancreáticas/metabolismo , Proteoma/metabolismo , Proteômica/métodos , Adulto , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Western Blotting , Carcinoma Papilar/genética , Cromatografia Líquida , Feminino , Perfilação da Expressão Gênica/métodos , Regulação Neoplásica da Expressão Gênica , Humanos , Peptídeos e Proteínas de Sinalização Intercelular/genética , Peptídeos e Proteínas de Sinalização Intercelular/metabolismo , Masculino , Pessoa de Meia-Idade , Neoplasias Pancreáticas/genética , Proteoma/genética , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Espectrometria de Massas em Tandem , Via de Sinalização Wnt/genética , beta Catenina/genética , beta Catenina/metabolismo
7.
J Proteome Res ; 13(11): 4878-88, 2014 Nov 07.
Artigo em Inglês | MEDLINE | ID: mdl-25057901

RESUMO

Pancreatic cancer (PC; pancreatic ductal adenocarcinoma) is characterized by significant morbidity and mortality worldwide. Although carbohydrate antigen (CA) 19-9 has been known as a PC biomarker, it is not commonly used for general screening because of its low sensitivity and specificity. Therefore, there is an urgent need to develop a new biomarker for PC diagnosis in the earlier stage of cancer. To search for a novel serologic PC biomarker, we carried out an integrated proteomic analysis for a total of 185 pooled or individual plasma from healthy donors and patients with five disease groups including chronic pancreatitis (CP), PC, and other cancers (e.g., hepatocellular carcinoma, cholangiocarcinoma, and gastric cancer) and identified complement factor b (CFB) as a candidate serologic biomarker for PC diagnosis. Immunoblot analysis of CFB revealed more than two times higher expression in plasma samples from PC patients compared with plasma from individuals without PC. Immunoprecipitation coupled to mass spectrometry analysis confirmed both molecular identity and higher expression of CFB in PC samples. CFB showed distinctly higher specificity than CA 19-9 for PC against other types of digestive cancers and in discriminating PC patients from non-PC patients (p < 0.0001). In receiver operator characteristic curve analysis, CFB showed an area under curve of 0.958 (95% CI: 0.956 to 0.959) compared with 0.833 (95% CI: 0.829 to 0.837) for CA 19-9. Furthermore, the Y-index of CFB was much higher than that of CA 19-9 (71.0 vs 50.4), suggesting that CFB outperforms CA 19-9 in discriminating PC from CP and other gastrointestinal cancers. This was further supported by immunoprecipitation and qRT-PCR assays showing higher expression of CFB in PC cell lines than in normal cell lines. A combination of CFB and CA 19-9 showed markedly improved sensitivity (90.1 vs 73.1%) over that of CFB alone in the diagnosis of PC against non-PC, with similar specificity (97.2 vs 97.9%). Thus, our results identify CFB as a novel serologic PC biomarker candidate and warrant further investigation into a large-scale validation and its role in molecular mechanism of pancreatic carcinogenesis.


Assuntos
Biomarcadores Tumorais/sangue , Carcinoma Ductal Pancreático/diagnóstico , Fator B do Complemento , Neoplasias Pancreáticas/diagnóstico , Proteômica/métodos , Área Sob a Curva , Western Blotting , Carcinoma Ductal Pancreático/sangue , Linhagem Celular Tumoral , Fator B do Complemento/metabolismo , Primers do DNA/genética , Eletroforese em Gel Bidimensional , Ensaio de Imunoadsorção Enzimática , Humanos , Processamento de Imagem Assistida por Computador , Imunoprecipitação , Neoplasias Pancreáticas/sangue , Reação em Cadeia da Polimerase em Tempo Real , Estatísticas não Paramétricas , Espectrometria de Massas em Tandem , Tripsina
8.
Cell Mol Life Sci ; 70(9): 1623-36, 2013 May.
Artigo em Inglês | MEDLINE | ID: mdl-23255046

RESUMO

Nematode sterol-binding protein 1 (NSBP-1) is a homolog of nucleosome assembly protein 1 in mammals that is expressed widely in Caenorhabditis elegans. NSBP-1 mutants are biologically lethal, demonstrating the significance of the gene in growth and development. We investigated how cholesterol influences the insulin signaling pathway through this novel sterol-binding protein in C. elegans. Here we report that NSBP-1 influences many biological processes mediated by insulin signaling, such as longevity, dauer formation, fat storage, and resistance to oxidative stress. We found that NSBP-1 is phosphorylated by AKT-1 downstream of insulin signaling. In the absence of insulin signaling, NSBP-1 is translocated to the nucleus and binds to DAF-16, a FOXO transcription factor, in a cholesterol-dependent manner. Moreover, NSBP-1 and DAF-16 regulate a common set of genes that can directly modulate fat storage, longevity, and resistance to stress. Together, our results present a new steroid-binding molecule that can connect sterol signaling to insulin signaling through direct interaction with FOXO.


Assuntos
Proteínas de Caenorhabditis elegans/metabolismo , Caenorhabditis elegans/metabolismo , Proteínas de Transporte/metabolismo , Colesterol/metabolismo , Fator de Crescimento Insulin-Like I/metabolismo , Insulina/metabolismo , Animais , Caenorhabditis elegans/genética , Caenorhabditis elegans/ultraestrutura , Proteínas de Caenorhabditis elegans/análise , Proteínas de Caenorhabditis elegans/genética , Proteínas de Transporte/análise , Proteínas de Transporte/genética , Fatores de Transcrição Forkhead , Expressão Gênica , Ligação Proteica , Transporte Proteico , Transdução de Sinais , Fatores de Transcrição/metabolismo , Ativação Transcricional , Regulação para Cima
9.
J Proteome Res ; 12(1): 106-11, 2013 Jan 04.
Artigo em Inglês | MEDLINE | ID: mdl-23252913

RESUMO

In an effort to map the human proteome, the Chromosome-centric Human Proteome Project (C-HPP) was recently initiated. As a member of the international consortium working on this project, our laboratory developed a gene-centric proteomic database called GenomewidePDB, which integrates proteomic data for proteins encoded by chromosomes with transcriptomic data and other information from public databases. As an example case, we chose chromosome 13, which is the largest acrocentric human chromosome with the lowest gene density and contains 326 predicted proteins. All proteins stored in GenomewidePDB are linked to other resources, including neXtProt and Ensembl for protein and gene information, respectively. The Global Proteome Machine database (GPMdb) and the PeptideAtlas are also accessed for observed mass spectrometry (MS) information, while Human Protein Atlas is used for information regarding antibody availability and tissue expression, respectively. Gene ontology disease information is also included. As a pilot work, we constructed this GenomewidePDB with the identified 3615 proteins including 53 chromosome 13-origin proteins that are present in normal human placenta tissue. Thus, developing a comprehensive database containing actual experimental proteomics data will provide a valuable resource for cross chromosomal comparison in the C-HPP community.


Assuntos
Cromossomos Humanos Par 13 , Bases de Dados de Proteínas , Proteínas , Proteoma/análise , Cromossomos Humanos Par 13/genética , Cromossomos Humanos Par 13/metabolismo , Feminino , Expressão Gênica , Genoma Humano , Humanos , Espectrometria de Massas , Placenta/metabolismo , Gravidez , Proteínas/classificação , Proteínas/genética , Proteínas/metabolismo , Transcriptoma
10.
J Proteome Res ; 12(6): 2458-66, 2013 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-23362793

RESUMO

As a starting point of the Chromosome-Centric Human Proteome Project (C-HPP), we established strategies of genome-wide proteomic analysis, including protein identification, quantitation of disease-specific proteins, and assessment of post-translational modifications, using paired human placental tissues from healthy and preeclampsia patients. This analysis resulted in identification of 4239 unique proteins with high confidence (two or more unique peptides with a false discovery rate less than 1%), covering 21% of approximately 20, 059 (Ensembl v69, Oct 2012) human proteins, among which 28 proteins exhibited differentially expressed preeclampsia-specific proteins. When these proteins are assigned to all human chromosomes, the pattern of the newly identified placental protein population is proportional to that of the gene count distribution of each chromosome. We also identified 219 unique N-linked glycopeptides, 592 unique phosphopeptides, and 66 chromosome 13-specific proteins. In particular, protein evidence of 14 genes previously known to be specifically up-regulated in human placenta was verified by mass spectrometry. With respect to the functional implication of these proteins, 38 proteins were found to be involved in regulatory factor biosynthesis or the immune system in the placenta, but the molecular mechanism of these proteins during pregnancy warrants further investigation. As far as we know, this work produced the highest number of proteins identified in the placenta and will be useful for annotating and mapping all proteins encoded in the human genome.


Assuntos
Cromossomos Humanos/química , Estudo de Associação Genômica Ampla , Pré-Eclâmpsia/metabolismo , Processamento de Proteína Pós-Traducional , Proteoma/isolamento & purificação , Estudos de Casos e Controles , Feminino , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , Genoma Humano , Glicosilação , Projeto Genoma Humano , Humanos , Espectrometria de Massas , Fosforilação , Placenta , Pré-Eclâmpsia/genética , Gravidez , Proteoma/genética , Proteoma/metabolismo
11.
Int J Cancer ; 133(2): 408-15, 2013 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-23319432

RESUMO

Although alpha-fetoprotein (AFP) is currently the major serologic biomarker for hepatocellular carcinoma (HCC), it cannot efficiently distinguish this cancer from other forms of liver disease in early diagnosis due to its low sensitivity. The aim of this study is to compare sensitivity and specificity of human carboxylesterase 1 (hCE1) and AFP biomarker. Antibody-based assays for hCE1 and AFP were used to test both biomarkers with respect to diagnostic efficiency, Youden's index and the area under the curve (AUC) through receiver operating characteristic (ROC) analysis in plasma from 208 patients with HCC (n=57), liver cirrhosis (n=27), chronic hepatitis (n=37), cholangiocarcinoma (n=22), gastric cancer (n=31) and pancreatic cancer (n=34), along with 52 healthy donors (HDs). The levels of hCE1 were significantly higher in patients with HCC than HDs and the other diseases (p<0.005), further verified by AUC values and Youden's index. In the set of HCC versus liver cirrhosis the AUC values were 0.744 (AFP), 0.918 (hCE1) and 0.938 (combination of AFP and hCE1), respectively. These results indicate that hCE1 is not only a more potent and specific marker in distinguishing cancer from liver diseases, in particular cirrhosis, but the combination of hCE1 and AFP shows also synergistic potential for greater sensitivity and specificity in early diagnosis. Therefore the antibody-based hCE1 assay appears to have high diagnostic efficiency for discriminating HCC from other forms of liver disease. It is now feasible to further validate this novel plasma-based biomarker in the large cohort we assembled.


Assuntos
Biomarcadores Tumorais/metabolismo , Hidrolases de Éster Carboxílico/metabolismo , Carcinoma Hepatocelular/diagnóstico , Hepatopatias/diagnóstico , Neoplasias Hepáticas/diagnóstico , alfa-Fetoproteínas/metabolismo , Adulto , Idoso , Anticorpos Monoclonais , Área Sob a Curva , Hidrolases de Éster Carboxílico/genética , Carcinoma Hepatocelular/sangue , Estudos de Coortes , Feminino , Humanos , Hepatopatias/sangue , Neoplasias Hepáticas/sangue , Masculino , Pessoa de Meia-Idade , Proteômica , Curva ROC , Sensibilidade e Especificidade
12.
J Proteome Res ; 11(12): 6277-81, 2012 Dec 07.
Artigo em Inglês | MEDLINE | ID: mdl-23140350

RESUMO

Measuring and evaluating diagnostic efficiency is important in biomarker discovery and validation. The receiver operating characteristic (ROC) curve is a graphical plot for assessing the performance of a classifier or predictor that can be used to test the sensitivity and specificity of diagnostic biomarkers. In this study, we describe PanelComposer, a Web-based software tool that uses statistical results from proteomic expression data and validates biomarker candidates based on ROC curves and the area under the ROC curve (AUC) values using a logistic regression model and provides an ordered list that includes ROC graphs and AUC values for proteins (individually or in combination). This tool allows users to easily compare and assess the effectiveness and diagnostic efficiency of single or multiprotein biomarker candidates. PanelComposer is available publicly at http://panelcomposer.proteomix.org/ and is compatible with major Web browsers.


Assuntos
Biomarcadores Tumorais/análise , Proteômica/métodos , Software , Adulto , Idoso , Apolipoproteína A-I/sangue , Área Sob a Curva , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/metabolismo , Estudos de Casos e Controles , Ceruloplasmina/análise , Biologia Computacional/métodos , Feminino , Humanos , Internet , Cirrose Hepática/diagnóstico , Cirrose Hepática/metabolismo , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/metabolismo , Curva ROC , Reprodutibilidade dos Testes , Neoplasias Gástricas/diagnóstico , Neoplasias Gástricas/metabolismo , Adulto Jovem
13.
J Proteome Res ; 11(4): 2005-13, 2012 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-22443261

RESUMO

The objective of the international Chromosome-Centric Human Proteome Project (C-HPP) is to map and annotate all proteins encoded by the genes on each human chromosome. The C-HPP consortium was established to organize a collaborative network among the research teams responsible for protein mapping of individual chromosomes and to identify compelling biological and genetic mechanisms influencing colocated genes and their protein products. The C-HPP aims to foster the development of proteome analysis and integration of the findings from related molecular -omics technology platforms through collaborations among universities, industries, and private research groups. The C-HPP consortium leadership has elicited broad input for standard guidelines to manage these international efforts more efficiently by mobilizing existing resources and collaborative networks. The C-HPP guidelines set out the collaborative consensus of the C-HPP teams, introduce topics associated with experimental approaches, data production, quality control, treatment, and transparency of data, governance of the consortium, and collaborative benefits. A companion approach for the Biology and Disease-Driven HPP (B/D-HPP) component of the Human Proteome Project is currently being organized, building upon the Human Proteome Organization's organ-based and biofluid-based initiatives (www.hupo.org/research). The common application of these guidelines in the participating laboratories is expected to facilitate the goal of a comprehensive analysis of the human proteome.


Assuntos
Cromossomos Humanos , Bases de Dados de Proteínas/normas , Projeto Genoma Humano , Proteoma/análise , Proteômica/métodos , Proteômica/normas , Guias como Assunto , Humanos , Espectrometria de Massas , Projetos de Pesquisa
14.
J Biol Chem ; 286(9): 7248-56, 2011 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-21186286

RESUMO

To investigate the biochemical mechanism underlying the effect of sterol deprivation on longevity in Caenorhabditis elegans, we treated parent worms (P0) with 25-azacoprostane (Aza), which inhibits sitosterol-to-cholesterol conversion, and measured mean lifespan (MLS) in F2 worms. At 25 µM (∼EC(50)), Aza reduced total body sterol by 82.5%, confirming sterol depletion. Aza (25 µM) treatment of wild-type (N2) C. elegans grown in sitosterol (5 µg/ml) reduced MLS by 35%. Similar results were obtained for the stress-related mutants daf-16(mu86) and gas-1(fc21). Unexpectedly, Aza had essentially no effect on MLS in the stress-resistant daf-2(e1370) or mitochondrial complex II mutant mev-1(kn1) strains, indicating that Aza may target both insulin/IGF-1 signaling (IIS) and mitochondrial complex II. Aza increased reactive oxygen species (ROS) levels 2.7-fold in N2 worms, but did not affect ROS production by mev-1(kn1), suggesting a direct link between Aza treatment and mitochondrial ROS production. Moreover, expression of the stress-response transcription factor SKN-1 was decreased in amphid neurons by Aza and that of DAF-28 was increased when DAF-6 was involved, contributing to lifespan reduction.


Assuntos
Caenorhabditis elegans/metabolismo , Colesterol/deficiência , Longevidade/fisiologia , Estresse Oxidativo/fisiologia , Sitosteroides/metabolismo , Envelhecimento/fisiologia , Animais , Animais Geneticamente Modificados , Azasteroides/toxicidade , Caenorhabditis elegans/genética , Colesterol/biossíntese , Metabolismo dos Lipídeos/efeitos dos fármacos , Metabolismo dos Lipídeos/fisiologia , Longevidade/efeitos dos fármacos , Mitocôndrias/fisiologia , Estresse Oxidativo/efeitos dos fármacos , Espécies Reativas de Oxigênio/metabolismo
15.
Proteomics ; 11(10): 1976-84, 2011 May.
Artigo em Inglês | MEDLINE | ID: mdl-21500349

RESUMO

Disease biomarkers are predicted to be in low abundance; thus, the most crucial step of biomarker discovery is the efficient fractionation of clinical samples into protein sets that define disease stages and/or predict disease development. For this purpose, we developed a new platform that uses peptide-based size exclusion chromatography (pep-SEC) to quantify disease biomarker candidates. This new platform has many advantages over previously described biomarker profiling platforms, including short run time, high resolution, and good reproducibility, which make it suitable for large-scale analysis. We combined this platform with isotope labeling and label-free methods to identify and quantitate differentially expressed proteins in hepatocellular carcinoma (HCC) tissues. When we combined pep-SEC with a gas phase fractionation method, which broadens precursor ion selection, the protein coverage was significantly increased, which is critical for the global profiling of HCC specimens. Furthermore, pep-SEC-LC-MS/MS analysis enhanced the detection of low-abundance proteins (e.g. insulin receptor substrate 2 and carboxylesterase 1) and glycopeptides in HCC plasma. Thus, our pep-SEC platform is an efficient and versatile pre-fractionation system for the large-scale profiling and quantitation of candidate biomarkers in complex disease proteomes.


Assuntos
Biomarcadores Tumorais/análise , Carcinoma Hepatocelular/química , Cromatografia em Gel/métodos , Neoplasias Hepáticas/química , Fragmentos de Peptídeos/análise , Sequência de Aminoácidos , Biomarcadores Tumorais/sangue , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/metabolismo , Cromatografia Líquida , Glicopeptídeos/análise , Humanos , Fígado/química , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/metabolismo , Dados de Sequência Molecular , Proteínas de Neoplasias/análise , Proteínas de Neoplasias/metabolismo , Fragmentos de Peptídeos/metabolismo , Mapeamento de Peptídeos , Proteômica , Espectrometria de Massas em Tandem
16.
J Proteome Res ; 9(1): 308-18, 2010 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-19899825

RESUMO

Changes in N-linked glycan structures are related to the initiation and progression of hepatocellular carcinoma (HCC), one of the most common fatal cancers worldwide. In this study, we describe a simple and an efficient strategy for the selective identification and quantitation of N-linked glycoproteins that does not require extensive enrichment steps prior to MS/MS analysis. With this approach, N-linked glycoprotein differences between the plasma of healthy and HCC patients were selectively quantified after iTRAQ labeling. We identified a total of 14 N-linked glycopeptides with higher expression in HCC patient plasma than in healthy controls (>or=1.5 fold). Additionally, we characterized alterations in the glycan structures of vitronectin (Asn-169, 242) and antithrombin III (Asn-225) that were identified in HCC patient plasma. The intact glycopeptides with native glycan structures were also elevated in HCC tumor tissue. Taken together, these data support the utility of our approach for high throughput global profiling and quantification of the N-linked glycopeptides to identify disease biomarkers.


Assuntos
Biomarcadores Tumorais/sangue , Carcinoma Hepatocelular/sangue , Glicoproteínas/sangue , Neoplasias Hepáticas/sangue , Sequência de Aminoácidos , Antitrombina III/análise , Humanos , Marcação por Isótopo , Dados de Sequência Molecular , Fragmentos de Peptídeos/sangue , Reprodutibilidade dos Testes , Espectrometria de Massas em Tandem/métodos , Vitronectina/sangue
17.
Proteomics ; 9(12): 3395-408, 2009 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-19562805

RESUMO

Reversible phosphorylation of proteins is the most common PTM in cell-signaling pathways. Despite this, high-throughput methods for the systematic detection, identification, and quantification of phosphorylated peptides have yet to be developed. In this paper, we describe the establishment of an efficient online titaniuim dioxide (TiO2)-based 3-D LC (strong cationic exchange/TiO2/C18)-MS(3)-linear ion trap system, which provides fully automatic and highly efficient identification of phosphorylation sites in complex peptide mixtures. Using this system, low-abundance phosphopeptides were isolated from cell lines, plasma, and tissue of healthy and hepatocellular carcinoma (HCC) patients. Furthermore, the phosphorylation sites were identified and the differences in phosphorylation levels between healthy and HCC patient specimens were quantified by labeling the phosphopeptides with isotopic analogs of amino acids (stable isotope labeling with amino acids in cell culture for HepG2 cells) or water (H(2) (18)O for tissues and plasma). Two examples of potential HCC phospho-biomarkers including plectin-1(phopho-Ser-4253) and alpha-HS-glycoprotein (phospho-Ser 138 and 312) were identified by this analysis. Our results suggest that this comprehensive TiO2-based online-3-D LC-MS(3)-linear ion trap system with high-throughput potential will be useful for the global profiling and quantification of the phosphoproteome and the identification of disease biomarkers.


Assuntos
Biomarcadores Tumorais/análise , Carcinoma Hepatocelular/química , Neoplasias Hepáticas/química , Fosfopeptídeos/análise , Acetatos/química , Sequência de Aminoácidos , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/isolamento & purificação , Carcinoma Hepatocelular/sangue , Cromatografia por Troca Iônica/métodos , Humanos , Marcação por Isótopo/métodos , Neoplasias Hepáticas/sangue , Espectrometria de Massas/métodos , Dados de Sequência Molecular , Fosfopeptídeos/sangue , Fosfopeptídeos/isolamento & purificação , Proteoma/análise , Reprodutibilidade dos Testes , Titânio/química
18.
Proteomics ; 9(16): 3989-99, 2009 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-19658107

RESUMO

To identify and characterize a serologic glycoprotein biomarker for hepatocellular carcinoma (HCC), multi-lectin affinity chromatography was used to isolate intracellular N-linked glycoprotein fractions from five paired non-tumor and tumor tissues. From the series of 2-D DIGE targeted differentially expressed N-linked glycoproteins, we identified human liver carboxylesterase 1 (hCE1), which was remarkably down-regulated in tumor tissues, a finding confirmed by Western blot, a quantitative real-time RT-PCR, and immunohistochemical staining of non-tumor and tumor tissues from total 58 HCC patients. To investigate whether hCE1 is also present in human plasma, we employed a magnetic bead-based immunoprecipitation followed by nano-LC-MS/MS analysis, and we found for the first time that hCE1 is present in human plasma as opposed to that in liver tissues. That is, from normalization of hCE1 signal by the immunoprecipitation and Western blot analysis, hCE1 levels were increased in plasma specimens from HCC patients than in plasma from other disease patient groups (e.g. liver cirrhosis, chronic hepatitis, cholangiocarcinoma, stomach cancer, and pancreatic cancer). From the receiver operating characteristic analysis in HCC, both sensitivity and specificity were shown to be greater than 70.0 and 85.0%, respectively. Thus, the high-resolution proteomic approach demonstrates that hCE1 is a good candidate for further validation as a serologic glycoprotein biomarker for HCC.


Assuntos
Biomarcadores Tumorais/sangue , Hidrolases de Éster Carboxílico/sangue , Hidrolases de Éster Carboxílico/metabolismo , Carcinoma Hepatocelular/sangue , Carcinoma Hepatocelular/enzimologia , Neoplasias Hepáticas/sangue , Neoplasias Hepáticas/enzimologia , Western Blotting , Cromatografia Líquida , Eletroforese em Gel Bidimensional , Glicoproteínas/sangue , Humanos , Imuno-Histoquímica , Imunoprecipitação , Técnicas In Vitro , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Espectrometria de Massas em Tandem
19.
Methods Mol Biol ; 519: 145-69, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-19381582

RESUMO

Proteomic studies of the free-living nematode Caenorhabditis elegans have recently received great attention because this animal model is a useful platform for the in vivo study of various biological problems relevant to human disease. In general, proteomic analysis is carried out in order to address a specific question with respect to differential changes in proteome expression under certain perturbed conditions. In this chapter, we focus on gel-based proteomic analysis of C. elegans subjected to two specific stress conditions during development: induction of the dauer state for whole body protein expression and a temperature shift for egg protein expression. Utilizing these differently perturbed C. elegans protein samples, two-dimensional electrophoresis and differential in-gel electrophoresis methods have led to the discovery of remarkable aspects of the worm's biology. We also provide numerous details about the technical points and protocols necessary for successful experimentation.


Assuntos
Proteínas de Caenorhabditis elegans/análise , Caenorhabditis elegans/química , Proteoma/análise , Animais , Caenorhabditis elegans/fisiologia , Proteínas do Ovo/análise , Eletroforese em Gel Bidimensional/instrumentação , Eletroforese em Gel Bidimensional/métodos , Humanos , Focalização Isoelétrica/instrumentação , Focalização Isoelétrica/métodos , Dados de Sequência Molecular , Temperatura
20.
Cancer Res ; 78(5): 1214-1224, 2018 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-29301793

RESUMO

Posttranslational modifications of tumor suppressors can induce abnormal cell growth. Here, we identify site-specific O-GlcNAcylation as a critical block of FOXO3 that may abrogate a part of the p53 pathway, resulting in aberrant cancer cell growth. Of seven O-GlcNAcylation sites identified within the FOXO3 transactivation domain, we found that changes in O-GlcNAcylation at Ser284 modulated p21-mediated cancer cell growth. Overexpression of either O-GlcNAcylated FOXO3 (FOX-OV) or a Ser-to-Ala mutant (S284A) in PANC-1 cells indicated that S284 O-GlcNAc acts as a critical block of the FOXO tumor suppressor and induces proliferation in PANC-1 cancer cells by stimulating the MDM2-p53-p21 axis. Furthermore, S284A mutant cells lacking S284 O-GlcNAc and FOX-OV cells exhibited opposing MDM2-p53-p21 axis expression patterns at both the mRNA and protein levels. Thus, our study provides evidence to support a role for S284 O-GlcNAc as a critical block of FOXO3 to induce subsequent cancer cell growth via abrogation of the p53 regulatory circuit.Significance: These findings highlight a posttranslational mechanism for indirect abrogation of the p53 pathway, one that may occur with some frequency in human cancer cells. Cancer Res; 78(5); 1214-24. ©2018 AACR.


Assuntos
Biomarcadores Tumorais/metabolismo , Proteína Forkhead Box O3/metabolismo , Neoplasias/patologia , Neoplasias Pancreáticas/patologia , Apoptose , Biomarcadores Tumorais/genética , Estudos de Casos e Controles , Proliferação de Células , Inibidor de Quinase Dependente de Ciclina p21/genética , Inibidor de Quinase Dependente de Ciclina p21/metabolismo , Proteína Forkhead Box O3/genética , Glicosilação , Humanos , Neoplasias/genética , Neoplasias/metabolismo , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/metabolismo , Prognóstico , Processamento de Proteína Pós-Traducional , Proteínas Proto-Oncogênicas c-mdm2/genética , Proteínas Proto-Oncogênicas c-mdm2/metabolismo , Serina/genética , Serina/metabolismo , Células Tumorais Cultivadas , Proteína Supressora de Tumor p53/genética , Proteína Supressora de Tumor p53/metabolismo
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