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1.
J Proteome Res ; 20(10): 4901-4911, 2021 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-34473505

RESUMO

Serum-derived extracellular vesicles (EVs) are a promising source of biomarkers; however, major challenges in EV separation and proteomic profiling remain for isolating EVs from a small amount, that is, on the microliter scale, of human serum while minimizing the contamination of blood proteins and lipoprotein particles coeluting in EV preparations. Herein we have developed a column-based CD9-antibody-immobilized high-performance liquid chromatography immunoaffinity chromatography(CD9-HPLC-IAC) technology for EV isolation from a microliter scale of serum for downstream proteomic analysis. The CD9-HPLC-IAC method achieved EV isolation from 40 µL of serum in 30 min with a yield of 8.0 × 109 EVs, where EVs were further processed with a postcolumn cleaning step using the 50 kDa molecular weight cut-off filter for the buffer exchange, concentration, and reduction of potentially coeluting serum proteins. In total, 482 proteins were identified in EVs by using liquid chromatography tandem mass spectrometry, including the common exosomal markers such as CD63, CD81, CD82, Alix, and TSG101. The statistical analysis of EV protein content showed that the top 10 serum proteins in EVs were significantly decreased by using the CD9-HPLC-IAC method compared with the use of ultracentrifugation (p = 0.001) and size exclusion chromatography (p = 0.009), and apolipoproteins were significantly reduced 4.8-fold compared with the SEC method (p < 0.001). The result demonstrates the potential of the CD9-HPLC-IAC method for the efficient isolation and proteomic characterization of EVs from a microscale volume of serum.


Assuntos
Vesículas Extracelulares , Proteômica , Proteínas Sanguíneas , Cromatografia Líquida de Alta Pressão , Humanos , Tecnologia , Tetraspanina 29
2.
J Proteome Res ; 20(6): 3278-3289, 2021 06 04.
Artigo em Inglês | MEDLINE | ID: mdl-33929864

RESUMO

Changes in N-glycosylation on specific peptide sites of serum proteins have been investigated as potential markers for diagnosis of nonalcoholic steatohepatitis (NASH)-related HCC. To accomplish this work, a novel workflow involving broad-scale marker discovery in serum followed by targeted marker evaluation of these glycopeptides were combined. The workflow involved an LC-Stepped HCD-DDA-MS/MS method coupled with offline peptide fractionation for large-scale identification of N-glycopeptides directly from pooled serum samples (each n = 10) as well as differential determination of N-glycosylation changes between disease states. We then evaluated several potentially diagnostic N-glycopeptides among 78 individual patient samples (40 cirrhosis, 28 early stage NASH HCC, and 10 late-stage NASH HCC) by LC-Stepped HCD-PRM-MS/MS to quantitatively analyze 65 targeted glycopeptides from 7 glycoproteins. Of these targets, we found site-specific N-glycopeptides n169GSLFAFR_HexNAc(4)Hex(5)NeuAc(2) and n242ISDGFDGIPDNVDAALALPAHSYSGR_HexNAc(5)Hex(6)Fuc(1)NeuAc(3) from VTNC were significantly increased comparing samples from patients with NASH cirrhosis and NASH HCC (p < 0.05). When combining results of these 2 glycopeptides with AFP, the ROC curve analysis demonstrated the AUC value increased to 0.834 (95% CI, 0.748-0.921) and 0.847 (95% CI, 0.766-0.932), respectively, as compared to that of AFP alone (AUC = 0.791, 95% CI, 0.690-0.892). These 2 glycopeptides may serve as potential biomarkers for early HCC diagnosis in patients with NASH related cirrhosis.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Hepatopatia Gordurosa não Alcoólica , Carcinoma Hepatocelular/diagnóstico , Diagnóstico Precoce , Glicopeptídeos , Humanos , Neoplasias Hepáticas/diagnóstico , Hepatopatia Gordurosa não Alcoólica/diagnóstico , Espectrometria de Massas em Tandem
3.
Electrophoresis ; 42(3): 245-256, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33169421

RESUMO

We have developed a rapid, low-cost, and simple separation strategy to separate extracellular vesicles (EVs) from a small amount of serum (i.e.,<100 µL) with minimal contamination by serum proteins and lipoprotein particles to meet the high purity requirement for EV proteome analysis. EVs were separated by a novel polyester capillary channel polymer (PET C-CP) fiber phase/hydrophobic interaction chromatography (HIC) method which is rapid and can process small size samples. The collected EV fractions were subjected to a post-column cleanup protocol using a centrifugal filter to perform buffer exchange and eliminate potential coeluting non-EV proteins while minimizing EV sample loss. Downstream characterization demonstrated that our current strategy can separate EVs with the anticipated exosome-like particle size distribution and high yield (∼1 × 1011 EV particles per mL of serum) in approximately 15 min. Proteome profiling of the EVs reveals that a group of genuine EV components were identified that have significantly less high-abundance blood proteins and lipoprotein particle contamination in comparison to traditional separation methods. The use of this methodology appears to address the major challenges facing EV separation for proteomics analysis. In addition, the EV post-column cleanup protocol proposed in the current work has the potential to be combined with other separation methods, such as ultracentrifugation (UC), to further purify the separated EV samples.


Assuntos
Proteínas Sanguíneas/análise , Vesículas Extracelulares/química , Proteoma/análise , Proteômica/métodos , Cromatografia Líquida/métodos , Humanos , Interações Hidrofóbicas e Hidrofílicas , Ultracentrifugação
4.
J Proteome Res ; 19(4): 1635-1646, 2020 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-32058723

RESUMO

Identifying single amino acid variants (SAAVs) in cancer is critical for precision oncology. Several advanced algorithms are now available to identify SAAVs, but attempts to combine different algorithms and optimize them on large data sets to achieve a more comprehensive coverage of SAAVs have not been implemented. Herein, we report an expanded detection of SAAVs in the PANC-1 cell line using three different strategies, which results in the identification of 540 SAAVs in the mass spectrometry data. Among the set of 540 SAAVs, 79 are evaluated as deleterious SAAVs based on analysis using the novel AssVar software in which one of the driver mutations found in each protein of KRAS, TP53, and SLC37A4 is further validated using independent selected reaction monitoring (SRM) analysis. Our study represents the most comprehensive discovery of SAAVs to date and the first large-scale detection of deleterious SAAVs in the PANC-1 cell line. This work may serve as the basis for future research in pancreatic cancer and personal immunotherapy and treatment.


Assuntos
Aminoácidos , Neoplasias Pancreáticas , Antiporters , Linhagem Celular , Humanos , Proteínas de Transporte de Monossacarídeos , Neoplasias Pancreáticas/genética , Medicina de Precisão , Proteínas
5.
J Proteome Res ; 18(1): 417-425, 2019 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-30404448

RESUMO

We have performed deep proteomic profiling down to as few as 9 Panc-1 cells using sample fractionation, TMT multiplexing, and a carrier/reference strategy. Off line fractionation of the TMT-labeled sample pooled with TMT-labeled carrier Panc-1 whole cell proteome was achieved using alkaline reversed phase spin columns. The fractionation in conjunction with the carrier/reference (C/R) proteome allowed us to detect 47 414 unique peptides derived from 6261 proteins, which provided a sufficient coverage to search for single amino acid variants (SAAVs) related to cancer. This high sample coverage is essential in order to detect a significant number of SAAVs. In order to verify genuine SAAVs versus false SAAVs, we used the SAVControl pipeline and found a total of 79 SAAVs from the 9-cell Panc-1 sample and 174 SAAVs from the 5000-cell Panc-1 C/R proteome. The SAAVs as sorted into high confidence and low confidence SAAVs were checked manually. All the high confidence SAAVs were found to be genuine SAAVs, while half of the low confidence SAAVs were found to be false SAAVs mainly related to PTMs. We identified several cancer-related SAAVs including KRAS, which is an important oncoprotein in pancreatic cancer. In addition, we were able to detect sites involved in loss or gain of glycosylation due to the enhanced coverage available in these experiments where we can detect both sites of loss and gain of glycosylation.


Assuntos
Sequência de Aminoácidos , Variação Genética , Proteoma/análise , Tamanho da Amostra , Análise de Célula Única/métodos , Linhagem Celular , Humanos , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patologia , Proteoma/genética , Proteômica/métodos
6.
J Proteome Res ; 16(2): 842-851, 2017 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-28076950

RESUMO

Cancers are initiated and developed from a small population of stem-like cells termed cancer stem cells (CSCs). There is heterogeneity among this CSC population that leads to multiple subpopulations with their own distinct biological features and protein expression. The protein expression and function may be impacted by amino acid variants that can occur largely due to single nucleotide changes. We have thus performed proteomic analysis of breast CSC subpopulations by mass spectrometry to study the presence of single amino acid variants (SAAVs) and their relation to breast cancer. We have used CSC markers to isolate pure breast CSC subpopulation fractions (ALDH+ and CD44+/CD24- cell populations) and the mature luminal cells (CD49f-EpCAM+) from the MCF-7 breast cancer cell line. By searching the Swiss-CanSAAVs database, 374 unique SAAVs were identified in total, where 27 are cancer-related SAAVs. 135 unique SAAVs were found in the CSC population compared with the mature luminal cells. The distribution of SAAVs detected in MCF-7 cells was compared with those predicted from the Swiss-CanSAAVs database, where we found distinct differences in the numbers of SAAVs detected relative to that expected from the Swiss-CanSAAVs database for several of the amino acids.


Assuntos
Aldeído Desidrogenase/genética , Substituição de Aminoácidos , Biomarcadores Tumorais/genética , Antígeno CD24/genética , Receptores de Hialuronatos/genética , Células-Tronco Neoplásicas/metabolismo , Aldeído Desidrogenase/metabolismo , Sequência de Aminoácidos , Biomarcadores Tumorais/metabolismo , Antígeno CD24/metabolismo , Separação Celular , Bases de Dados de Proteínas , Molécula de Adesão da Célula Epitelial/genética , Molécula de Adesão da Célula Epitelial/metabolismo , Feminino , Expressão Gênica , Ontologia Genética , Humanos , Receptores de Hialuronatos/metabolismo , Integrina alfa6/genética , Integrina alfa6/metabolismo , Células MCF-7 , Células-Tronco Neoplásicas/patologia , Mapeamento de Interação de Proteínas
7.
J Proteome Res ; 16(4): 1763-1772, 2017 04 07.
Artigo em Inglês | MEDLINE | ID: mdl-28240915

RESUMO

Pancreatic cancer is the third leading cause of cancer-related death in the USA. Despite extensive research, minimal improvements in patient outcomes have been achieved. Early identification of treatment response and metastasis would be valuable to determine the appropriate therapeutic course for patients. In this work, we isolated exosomes from the serum of 10 patients with locally advanced pancreatic cancer at serial time points over a course of therapy, and quantitative analysis was performed using the iTRAQ method. We detected approximately 700-800 exosomal proteins per sample, several of which have been implicated in metastasis and treatment resistance. We compared the exosomal proteome of patients at different time points during treatment to healthy controls and identified eight proteins that show global treatment-specific changes. We then tested the effect of patient-derived exosomes on the migration of tumor cells and found that patient-derived exosomes, but not healthy controls, induce cell migration, supporting their role in metastasis. Our data show that exosomes can be reliably extracted from patient serum and analyzed for protein content. The differential loading of exosomes during a course of therapy suggests that exosomes may provide novel insights into the development of treatment resistance and metastasis.


Assuntos
Proteínas Sanguíneas/genética , Recidiva Local de Neoplasia/sangue , Neoplasias Pancreáticas/sangue , Proteoma/genética , Proteínas Sanguíneas/biossíntese , Exossomos/efeitos dos fármacos , Exossomos/efeitos da radiação , Feminino , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica/efeitos da radiação , Humanos , Masculino , Recidiva Local de Neoplasia/tratamento farmacológico , Recidiva Local de Neoplasia/patologia , Recidiva Local de Neoplasia/radioterapia , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas/patologia , Neoplasias Pancreáticas/radioterapia
8.
Electrophoresis ; 37(20): 2624-2632, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27439567

RESUMO

A MS-based methodology has been developed for analysis of core-fucosylated versus antennary-fucosylated glycosites in glycoproteins. This procedure is applied to the glycoprotein alpha-1-antitrypsin (A1AT), which contains both core- and antennary-fucosylated glycosites. The workflow involves digestion of intact glycoproteins into glycopeptides, followed by double digestion with sialidase and galactosidase. The resulting glycopeptides with truncated glycans were separated using an off-line HILIC (hydrophilic interaction liquid chromatography) separation where multiple fractions were collected at various time intervals. The glycopeptides in each fraction were treated with PNGase F and then divided into halves. One half of the sample was applied for peptide identification while the other half was processed for glycan analysis by derivatizing with a meladrazine reagent followed by MS analysis. This procedure provided site-specific identification of glycosylation sites and the ability to distinguish core fucosylation and antennary fucosylation via a double digestion and a mass profile scan. Both core and antennary fucosylation are shown to be present on various glycosites in A1AT.


Assuntos
Fucose/química , Fucose/metabolismo , alfa 1-Antitripsina/química , alfa 1-Antitripsina/metabolismo , Configuração de Carboidratos , Metabolismo dos Carboidratos , Cromatografia Líquida/métodos , Fucose/análise , Interações Hidrofóbicas e Hidrofílicas , Peptídeo-N4-(N-acetil-beta-glucosaminil) Asparagina Amidase , Polissacarídeos/química , Espectrometria de Massas em Tandem/métodos , alfa 1-Antitripsina/análise
9.
Proteomics ; 15(22): 3772-83, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26332018

RESUMO

Accumulating evidence has demonstrated that breast cancers are initiated and develop from a small population of stem-like cells termed cancer stem cells (CSCs). These cells are hypothesized to mediate tumor metastasis and contribute to therapeutic resistance. However, the molecular regulatory networks responsible for maintaining CSCs in an undifferentiated state have yet to be elucidated. In this study, we used CSC markers to isolate pure breast CSCs fractions (ALDH+ and CD44+CD24- cell populations) and the mature luminal cells (CD49f-EpCAM+) from the MCF7 cell line. Proteomic analysis was performed on these samples and a total of 3304 proteins were identified. A label-free quantitative method was applied to analyze differentially expressed proteins. Using the criteria of greater than twofold changes and p value <0.05, 305, 322 and 98 proteins were identified as significantly different in three pairwise comparisons of ALDH+ versus CD44+CD24-, ALDH+ versus CD49f-EpCAM+ and CD44+CD24- versus CD49f-EpCAM+, respectively. Pathway analysis of differentially expressed proteins by Ingenuity Pathway Analysis (IPA) revealed potential molecular regulatory networks that may regulate CSCs. Selected differential proteins were validated by Western blot assay and immunohistochemical staining. The use of proteomics analysis may increase our understanding of the underlying molecular mechanisms of breast CSCs. This may be of importance in the future development of anti-CSC therapeutics.


Assuntos
Neoplasias da Mama/química , Células-Tronco Neoplásicas/química , Proteoma/análise , Aldeído Desidrogenase/análise , Antígenos de Neoplasias/análise , Neoplasias da Mama/patologia , Antígeno CD24/análise , Moléculas de Adesão Celular/análise , Molécula de Adesão da Célula Epitelial , Feminino , Humanos , Receptores de Hialuronatos/análise , Integrina alfa6/análise , Células MCF-7 , Transdução de Sinais
10.
J Proteome Res ; 14(11): 4876-84, 2015 Nov 06.
Artigo em Inglês | MEDLINE | ID: mdl-26403951

RESUMO

A mass spectrometry-based methodology has been developed to screen for changes in site-specific core-fucosylation (CF) of serum proteins in early stage HCC with different etiologies. The methods involve depletion of high-abundance proteins, trypsin digestion of medium-to-low-abundance proteins into peptides, iTRAQ labeling, and Lens culinaris Agglutinin (LCA) enrichment of CF peptides, followed by endoglycosidase F3 digestion before mass spectrometry analysis. 1300 CF peptides from 613 CF proteins were identified from patients sera, where 20 CF peptides were differentially expressed in alcohol (ALC)-related HCC samples compared with ALC-related cirrhosis samples and 26 CF peptides changed in hepatitis C virus (HCV)-related HCC samples compared with HCV-related cirrhosis samples. Among these, we found three CF peptides from fibronectin upregulated in ALC-related HCC samples compared with ALC-related cirrhosis samples with an AUC (area under the curve) value of 0.89 at site 1007 with a specificity of 85.7% at a sensitivity of 92.9% (generated with 10-fold cross-validation). When combined with the AFP index, the AUC value reached to 0.92 with a specificity of 92.9% at a sensitivity of 100%, significantly improved compared to that with AFP alone (LR test p < 0.001). In HCV-related samples, the CF level of cadherin-5 at site 61 showed the best AUC value of 0.75 but was not as promising as that of fibronectin site 1007 for ALC-related samples. The CF peptides of fibronectin may serve as potential biomarkers for early stage HCC screening in ALC-related cirrhosis patients.


Assuntos
Alcoolismo/sangue , Proteínas Sanguíneas/metabolismo , Carcinoma Hepatocelular/sangue , Hepatite B/sangue , Hepatite C/sangue , Cirrose Hepática/sangue , Neoplasias Hepáticas/sangue , Processamento de Proteína Pós-Traducional , Idoso , Idoso de 80 Anos ou mais , Alcoolismo/complicações , Alcoolismo/genética , Alcoolismo/patologia , Sequência de Aminoácidos , Antígenos CD/sangue , Antígenos CD/genética , Biomarcadores/sangue , Proteínas Sanguíneas/genética , Caderinas/sangue , Caderinas/genética , Carcinoma Hepatocelular/etiologia , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/patologia , Feminino , Fibronectinas/sangue , Fibronectinas/genética , Fucose/metabolismo , Hepatite B/complicações , Hepatite B/genética , Hepatite B/patologia , Hepatite C/complicações , Hepatite C/genética , Hepatite C/patologia , Humanos , Cirrose Hepática/complicações , Cirrose Hepática/genética , Cirrose Hepática/patologia , Neoplasias Hepáticas/etiologia , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/patologia , Masculino , Pessoa de Meia-Idade , Anotação de Sequência Molecular , Dados de Sequência Molecular , Estadiamento de Neoplasias , Mapeamento de Peptídeos , Proteólise , Tripsina/química
11.
J Proteome Res ; 14(4): 1968-78, 2015 Apr 03.
Artigo em Inglês | MEDLINE | ID: mdl-25732060

RESUMO

Glycosylation has significant effects on protein function and cell metastasis, which are important in cancer progression. It is of great interest to identify site-specific glycosylation in search of potential cancer biomarkers. However, the abundance of glycopeptides is low compared to that of nonglycopeptides after trypsin digestion of serum samples, and the mass spectrometric signals of glycopeptides are often masked by coeluting nonglycopeptides due to low ionization efficiency. Selective enrichment of glycopeptides from complex serum samples is essential for mass spectrometry (MS)-based analysis. Herein, a strategy has been optimized using LCA enrichment to improve the identification of core-fucosylation (CF) sites in serum of pancreatic cancer patients. The optimized strategy was then applied to analyze CF glycopeptide sites in 13 sets of serum samples from pancreatic cancer, chronic pancreatitis, healthy controls, and a standard reference. In total, 630 core-fucosylation sites were identified from 322 CF proteins in pancreatic cancer patient serum using an Orbitrap Elite mass spectrometer. Further data analysis revealed that 8 CF peptides exhibited a significant difference between pancreatic cancer and other controls, which may be potential diagnostic biomarkers for pancreatic cancer.


Assuntos
Biomarcadores Tumorais/sangue , Fucose/metabolismo , Glicopeptídeos/sangue , Glicopeptídeos/isolamento & purificação , Espectrometria de Massas/métodos , Neoplasias Pancreáticas/sangue , Análise de Variância , Cromatografia Líquida , Glicopeptídeos/metabolismo , Humanos , Lectinas de Plantas , Espectrometria de Massas em Tandem , Tripsina
12.
Electrophoresis ; 36(17): 2017-26, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26010067

RESUMO

In this work, we compared the use of repeated cycles of centrifugation at conventional speeds for enrichment of exosomes from human serum compared to the use of ultracentrifugation (UC). After removal of cells and cell debris, a speed of 110 000 × g or 40 000 × g was used for the UC or centrifugation enrichment process, respectively. The enriched exosomes were analyzed using the bicinchoninic acid assay, 1D gel separation, transmission electron microscopy, Western blotting, and high-resolution LC-MS/MS analysis. It was found that a five-cycle repetition of UC or centrifugation is necessary for successful removal of nonexosomal proteins in the enrichment of exosomes from human serum. More significantly, 5× centrifugation enrichment was found to provide similar or better performance than 5× UC enrichment in terms of enriched exosome protein amount, Western blot band intensity for detection of CD-63, and numbers of identified exosome-related proteins and cluster of differentiation (CD) proteins. A total of 478 proteins were identified in the LC-MS/MS analyses of exosome proteins obtained from 5× UCs and 5× centrifugations including many important CD membrane proteins. The presence of previously reported exosome-related proteins including key exosome protein markers demonstrates the utility of this method for analysis of proteins in human serum.


Assuntos
Fracionamento Celular/métodos , Exossomos/química , Plasma/química , Espectrometria de Massas em Tandem/métodos , Ultracentrifugação/métodos , Proteínas Sanguíneas/análise , Proteínas Sanguíneas/química , Cromatografia Líquida , Exossomos/metabolismo , Humanos
13.
J Proteome Res ; 13(12): 6058-66, 2014 Dec 05.
Artigo em Inglês | MEDLINE | ID: mdl-25393578

RESUMO

Single amino acid variations are highly associated with many human diseases. The direct detection of peptides containing single amino acid variants (SAAVs) derived from nonsynonymous single nucleotide polymorphisms (SNPs) in serum can provide unique opportunities for SAAV associated biomarker discovery. In the present study, an isobaric labeling quantitative strategy was applied to identify and quantify variant peptides in serum samples of pancreatic cancer patients and other benign controls. The largest number of SAAV peptides to date in serum including 96 unique variant peptides were quantified in this quantitative analysis, of which five variant peptides showed a statistically significant difference between pancreatic cancer and other controls (p-value < 0.05). Significant differences in the variant peptide SDNCEDTPEAGYFAVAVVK from serotransferrin were detected between pancreatic cancer and controls, which was further validated by selected reaction monitoring (SRM) analysis. The novel biomarker panel obtained by combining α-1-antichymotrypsin (AACT), Thrombospondin-1 (THBS1) and this variant peptide showed an excellent diagnostic performance in discriminating pancreatic cancer from healthy controls (AUC = 0.98) and chronic pancreatitis (AUC = 0.90). These results suggest that large-scale analysis of SAAV peptides in serum may provide a new direction for biomarker discovery research.


Assuntos
Marcação por Isótopo/métodos , Mutação de Sentido Incorreto , Neoplasias Pancreáticas/genética , Peptídeos/genética , Polimorfismo de Nucleotídeo Único , Adulto , Idoso , Idoso de 80 Anos ou mais , Sequência de Aminoácidos , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Cromatografia Líquida , Ensaio de Imunoadsorção Enzimática , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Dados de Sequência Molecular , Neoplasias Pancreáticas/sangue , Neoplasias Pancreáticas/metabolismo , Peptídeos/sangue , Peptídeos/metabolismo , Proteoma/análise , Proteoma/genética , Proteômica/métodos , Curva ROC , Reprodutibilidade dos Testes , Espectrometria de Massas em Tandem , Adulto Jovem
14.
J Proteome Res ; 13(4): 1873-84, 2014 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-24571389

RESUMO

Pancreatic cancer is a lethal disease where specific early detection biomarkers would be very valuable to improve outcomes in patients. Many previous studies have compared biosamples from pancreatic cancer patients with healthy controls to find potential biomarkers. However, a range of related disease conditions can influence the performance of these putative biomarkers, including pancreatitis and diabetes. In this study, quantitative proteomics methods were applied to discover potential serum glycoprotein biomarkers that distinguish pancreatic cancer from other pancreas related conditions (diabetes, cyst, chronic pancreatitis, obstructive jaundice) and healthy controls. Aleuria aurantia lectin (AAL) was used to extract fucosylated glycoproteins and then both TMT protein-level labeling and label-free quantitative analysis were performed to analyze glycoprotein differences from 179 serum samples across the six different conditions. A total of 243 and 354 serum proteins were identified and quantified by label-free and TMT protein-level quantitative strategies, respectively. Nineteen and 25 proteins were found to show significant differences in samples between the pancreatic cancer and other conditions using the label-free and TMT strategies, respectively, with 7 proteins considered significant in both methods. Significantly different glycoproteins were further validated by lectin-ELISA and ELISA assays. Four candidates were identified as potential markers with profiles found to be highly complementary with CA 19-9 (p < 0.001). Obstructive jaundice (OJ) was found to have a significant impact on the performance of every marker protein, including CA 19-9. The combination of α-1-antichymotrypsin (AACT), thrombospondin-1 (THBS1), and haptoglobin (HPT) outperformed CA 19-9 in distinguishing pancreatic cancer from normal controls (AUC = 0.95), diabetes (AUC = 0.89), cyst (AUC = 0.82), and chronic pancreatitis (AUC = 0.90). A marker panel of AACT, THBS1, HPT, and CA 19-9 showed a high diagnostic potential in distinguishing pancreatic cancer from other conditions with OJ (AUC = 0.92) or without OJ (AUC = 0.95).


Assuntos
Biomarcadores Tumorais/sangue , Glicoproteínas/sangue , Neoplasias Pancreáticas/sangue , Proteômica/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Curva ROC , Reprodutibilidade dos Testes
15.
J Proteome Res ; 13(6): 2887-96, 2014 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-24799124

RESUMO

A mass spectrometry-based methodology has been developed to study changes in core-fucosylation of serum ceruloplasmin that are site-specific between cirrhosis and hepatocellular carcinoma (HCC). The serum samples studied for these changes were from patients affected by cirrhosis or HCC with different etiologies, including alcohol, hepatitis B virus, or hepatitis C virus. The methods involved trypsin digestion of ceruloplasmin into peptides followed by Endo F3 digestion, which removed most of the glycan structure while retaining the innermost N-acetylglucosamine (GlcNAc) and/or core-fucose bound to the peptide. This procedure simplified the structures for further analysis by mass spectrometry, where four core-fucosylated sites (sites 138, 358, 397, and 762) were detected in ceruloplasmin. The core-fucosylation ratio of three of these sites increased significantly in alcohol-related HCC samples (sample size = 24) compared to that in alcohol-related cirrhosis samples (sample size = 18), with the highest AUC value of 0.838 at site 138. When combining the core-fucosylation ratio of site 138 in ceruloplasmin and the alpha-fetoprotein (AFP) value, the AUC value increased to 0.954 (ORsite138 = 12.26, p = 0.017; ORAFP = 3.64, p = 0.022), which was markedly improved compared to that of AFP (AUC = 0.867) (LR test p = 0.0002) alone. However, in HBV- or HCV-related liver diseases, no significant site-specific change in core-fucosylation of ceruloplasmin was observed between HCC and cirrhosis.


Assuntos
Consumo de Bebidas Alcoólicas/efeitos adversos , Carcinoma Hepatocelular/sangue , Ceruloplasmina/metabolismo , Hepatopatias Alcoólicas/sangue , Neoplasias Hepáticas/sangue , Adulto , Idoso , Idoso de 80 Anos ou mais , Sequência de Aminoácidos , Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/química , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/etiologia , Estudos de Casos e Controles , Ceruloplasmina/química , Feminino , Glicosilação , Hepatite B/sangue , Hepatite B/complicações , Hepatite C/sangue , Hepatite C/complicações , Humanos , Hepatopatias Alcoólicas/diagnóstico , Hepatopatias Alcoólicas/etiologia , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/etiologia , Masculino , Pessoa de Meia-Idade , Dados de Sequência Molecular , Peso Molecular , Processamento de Proteína Pós-Traducional , Curva ROC , Espectrometria de Massas em Tandem
16.
Electrophoresis ; 35(14): 1984-8, 2014 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-24668451

RESUMO

Systemin is an important group of plant peptide hormones participating in the regulation of plant defensive responses. An improved method, based on dynamic pH junction and capillary electrophoresis-quadrupole time-of-flight mass spectrometry, was developed for online enrichment and sensitive determination of trace systemins in plants. After optimization, the online enrichment factors for six target systemins ranged from 90- to 127-fold. The detection limits reached lower than 0.5 nM, which were comparable with the sensitivity of LC-MS method. Satisfactory quantitative results were obtained in terms of linearity (R(2) ≥ 0.993), dynamic range (3-120 ng/mL), and reproducibility (≤6.7%). For the analysis of real plant samples, a rapid sample preparation method was developed, using two steps of SPE purification with different retention and separation mechanisms. Finally, this method realized the successful detection of tomato systemin and tobacco hydroxyproline-rich systemin I from plant leaves with shorter analysis time.


Assuntos
Eletroforese Capilar/métodos , Espectrometria de Massas/métodos , Nicotiana/química , Peptídeos/análise , Proteínas de Plantas/análise , Solanum lycopersicum/química , Concentração de Íons de Hidrogênio , Limite de Detecção , Modelos Lineares , Reprodutibilidade dos Testes
17.
ACS Omega ; 8(13): 12467-12480, 2023 Apr 04.
Artigo em Inglês | MEDLINE | ID: mdl-37033807

RESUMO

Aberrant changes in site-specific core fucosylation (CF) of serum proteins contribute to cancer development and progression, which enables them as potential diagnostic markers of tumors. An optimized data-dependent acquisition (DDA) workflow involving isobaric tags for relative and absolute quantitation-labeling and enrichment of CF peptides by lens culinaris lectin was applied to identify CF of serum proteins in a test set of patients with nonalcoholic steatohepatitis (NASH)-related cirrhosis (N = 16) and hepatocellular carcinoma (HCC, N = 17), respectively. A total of 624 CF peptides from 343 proteins, with 683 CF sites, were identified in our DDA-mass spectrometry (MS) analysis. Subsequently, 19 candidate CF peptide markers were evaluated by a target parallel reaction-monitoring-MS workflow in a validation set of 58 patients, including NASH-related cirrhosis (N = 29), early-stage HCC (N = 21), and late-stage HCC (N = 8). Significant changes (p < 0.01) were observed in four CF peptides between cirrhosis and HCC, where peptide LGSFEGLVn160LTFIHLQHNR from LUM in combination with AFP showed the best diagnostic performance in discriminating HCC from cirrhosis, with an area under curve (AUC) of 0.855 compared to AFP only (AUC = 0.717). This peptide in combination with AFP also significantly improved diagnostic performance in distinguishing early HCC from cirrhosis, with an AUC of 0.839 compared to AFP only (AUC = 0.689). Validation of this novel promising biomarker panel in larger cohorts should be performed.

18.
Artigo em Inglês | MEDLINE | ID: mdl-37362028

RESUMO

Glycopeptide analysis by mass spectrometry may provide an important opportunity in discovery of biomarkers to aid in early detection of Alzheimer's Disease (AD). In this work, we have used a NanoLC-Stepped-HCD-DDA-MS/MS platform and a NanoLC-Stepped-HCD-PRM-MS platform for large-scale screening and quantification of novel N-glycopeptide biomarkers for early detection of AD in patient serum. N-glycopeptides were retrieved from 10 µL of serum in patients with mild cognitive impairment (MCI, a prodromal phase of AD) and normal controls, respectively, after trypsin digestion, glycopeptide enrichment, fractionation, and NanoLC-Stepped-HCD-DDA-MS/MS or NanoLC-Stepped-HCD-PRM-MS analysis. Using a combination of Byonic, Byologic and Skyline softwares, we were able to accomplish both identification and label-free quantitation of site-specific N-glycopeptides between MCI and normal controls. Differential quantitation analysis by Byologic showed that 29 N-glycopeptides derived from 16 glycoproteins were significantly changed in MCI compared to normal controls. Further, HCD-PRM-MS quantitative analysis of the selected N-glycopeptide candidates confirmed that EHEGAIYPDN138TTDFQR_HexNAc(4)Hex(5)-Fuc(2)NeuAc(1) from CERU, and VCQDCPLLAPLN156DTR_HexNAc(4)Hex(5)NeuAc(2) from AHSG can significantly discriminate MCI from normal controls. These two glycopeptides had the area under the receiver operating characteristic curve (AUC) of 0.850 (95% CI, 0.66-1.0) and 0.867 (95% CI, 0.68-1.0), respectively (p<0.05). The result demonstrates that changes in the expression level of the N-glycopeptides provide potential serum biomarkers for detection of AD at a very early stage.

19.
ACS Omega ; 7(42): 37581-37588, 2022 Oct 25.
Artigo em Inglês | MEDLINE | ID: mdl-36312392

RESUMO

Circulating tumor cells (CTCs) and exosomes, both released from the primary tumor into peripheral blood, are a promising source of cancer biomarkers. They are detectable in the blood and carry a large diversity of biological molecules, which can be used for the diagnosis and monitoring of minimally invasive cancers. However, due to their intrinsic differences in counts, size, and molecular contents, studies have focused on only one type of vesicle. Herein, we have developed an integrated system to sequentially isolate CTCs and exosomes from a single patient blood sample for further profiling and analysis. The CTCs are isolated using a commercial filtration method and then the remaining blood is processed using multiple cycles of ultracentrifugation to isolate the exosomes. The method uses two available technologies where the eluent from CTC isolation is usually discarded and interfaces them, so that the eluent can be interfaced to exosome isolation methods. The CTCs are identified based on fluorescence staining of their surface markers, while the exosomes are analyzed using transmission electron microscopy, nanosight tracking analysis, and mass spec proteomic analysis. This analysis showed CTCs detected by their surface markers for metastatic hepatocellular carcinoma (HCC), while essentially none were detected for cirrhosis. The exosome analysis resulted in the identification of ∼500-1000 exosome proteins per sample confirmed by detection of exosome surface markers CD9, CD63, CD81, and TSG101 in addition to proteins related to cancer progression. Proteins enriched in HCC exosomes were shown to be involved in the immune response, metastasis, and proliferation.

20.
Electrophoresis ; 32(19): 2693-9, 2011 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-21910130

RESUMO

Jasmonic acid (JA), an essential plant hormone controlling the plant defense signaling system and developmental processes, has stereospecific bioactivities that have not been well understood mainly due to the limitation in separation and detection methodologies. In this work, a fast CE-UV method based on short-end injection technique and a sensitive CE-QTOF-MS method based on partial filling technique were successfully developed for the enantioseparation of racemic JA. The successive coating technique was also involved by modifying the capillary with multiple ionic polymer layers of polybrene-dextran sulfate-polybrene. This was the first report on the direct resolution of both pairs of JA enantiomers, including two naturally occurring JA stereoisomers. Although no pure JA stereoisomers were commercially available, all the separated JA stereoisomers were identified indirectly by comparing the difference between the racemic standard and plant samples based on the presence and the ratio of each stereoisomer. Satisfactory results were obtained in terms of sensitivity (LOD, 24 ng/mL or 0.7 fmol for single JA stereoisomer) using 45 mmol/L ammonium acetate at pH 4.5 containing 70 mmol/L α-CD as the buffer system. This established CE-QTOF-MS method was later successfully applied for the study of the naturally occurring JA stereoisomers in wounded tobacco leaves.


Assuntos
Ciclopentanos/química , Eletroforese Capilar/métodos , Espectrometria de Massas/métodos , Oxilipinas/química , Acetatos/química , Ciclopentanos/isolamento & purificação , Concentração de Íons de Hidrogênio , Oxilipinas/isolamento & purificação , Folhas de Planta/química , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Estereoisomerismo , Nicotiana/química , alfa-Ciclodextrinas/química
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