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Serum Apolipoproteins C-I and C-III Are Reduced in Stomach Cancer Patients: Results from MALDI-Based Peptidome and Immuno-Based Clinical Assays
Finding new peptide biomarkers for stomach cancer in human sera that can be implemented into a clinically practicable prediction method for monitoring of stomach cancer. We studied the serum peptidome from two different biorepositories. We first employed a C8-reverse phase liquid chromatography appr...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3022591/ https://www.ncbi.nlm.nih.gov/pubmed/21267442 http://dx.doi.org/10.1371/journal.pone.0014540 |
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author | Cohen, Meital Yossef, Rami Erez, Tamir Kugel, Aleksandra Welt, Michael Karpasas, Mark M. Bones, Jonathan Rudd, Pauline M. Taieb, Julien Boissin, Herve Harats, Dror Noy, Karin Tekoah, Yoram Lichtenstein, Rachel G. Rubin, Eitan Porgador, Angel |
author_facet | Cohen, Meital Yossef, Rami Erez, Tamir Kugel, Aleksandra Welt, Michael Karpasas, Mark M. Bones, Jonathan Rudd, Pauline M. Taieb, Julien Boissin, Herve Harats, Dror Noy, Karin Tekoah, Yoram Lichtenstein, Rachel G. Rubin, Eitan Porgador, Angel |
author_sort | Cohen, Meital |
collection | PubMed |
description | Finding new peptide biomarkers for stomach cancer in human sera that can be implemented into a clinically practicable prediction method for monitoring of stomach cancer. We studied the serum peptidome from two different biorepositories. We first employed a C8-reverse phase liquid chromatography approach for sample purification, followed by mass-spectrometry analysis. These were applied onto serum samples from cancer-free controls and stomach cancer patients at various clinical stages. We then created a bioinformatics analysis pipeline and identified peptide signature discriminating stomach adenocarcinoma patients from cancer-free controls. Matrix Assisted Laser Desorption/Ionization–Time of Flight (MALDI-TOF) results from 103 samples revealed 9 signature peptides; with prediction accuracy of 89% in the training set and 88% in the validation set. Three of the discriminating peptides discovered were fragments of Apolipoproteins C-I and C-III (apoC-I and C-III); we further quantified their serum levels, as well as CA19-9 and CRP, employing quantitative commercial-clinical assays in 142 samples. ApoC-I and apoC-III quantitative results correlated with the MS results. We then employed apoB-100-normalized apoC-I and apoC-III, CA19-9 and CRP levels to generate rules set for stomach cancer prediction. For training, we used sera from one repository, and for validation, we used sera from the second repository. Prediction accuracies of 88.4% and 74.4% were obtained in the training and validation sets, respectively. Serum levels of apoC-I and apoC-III combined with other clinical parameters can serve as a basis for the formulation of a diagnostic score for stomach cancer patients. |
format | Text |
id | pubmed-3022591 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-30225912011-01-25 Serum Apolipoproteins C-I and C-III Are Reduced in Stomach Cancer Patients: Results from MALDI-Based Peptidome and Immuno-Based Clinical Assays Cohen, Meital Yossef, Rami Erez, Tamir Kugel, Aleksandra Welt, Michael Karpasas, Mark M. Bones, Jonathan Rudd, Pauline M. Taieb, Julien Boissin, Herve Harats, Dror Noy, Karin Tekoah, Yoram Lichtenstein, Rachel G. Rubin, Eitan Porgador, Angel PLoS One Research Article Finding new peptide biomarkers for stomach cancer in human sera that can be implemented into a clinically practicable prediction method for monitoring of stomach cancer. We studied the serum peptidome from two different biorepositories. We first employed a C8-reverse phase liquid chromatography approach for sample purification, followed by mass-spectrometry analysis. These were applied onto serum samples from cancer-free controls and stomach cancer patients at various clinical stages. We then created a bioinformatics analysis pipeline and identified peptide signature discriminating stomach adenocarcinoma patients from cancer-free controls. Matrix Assisted Laser Desorption/Ionization–Time of Flight (MALDI-TOF) results from 103 samples revealed 9 signature peptides; with prediction accuracy of 89% in the training set and 88% in the validation set. Three of the discriminating peptides discovered were fragments of Apolipoproteins C-I and C-III (apoC-I and C-III); we further quantified their serum levels, as well as CA19-9 and CRP, employing quantitative commercial-clinical assays in 142 samples. ApoC-I and apoC-III quantitative results correlated with the MS results. We then employed apoB-100-normalized apoC-I and apoC-III, CA19-9 and CRP levels to generate rules set for stomach cancer prediction. For training, we used sera from one repository, and for validation, we used sera from the second repository. Prediction accuracies of 88.4% and 74.4% were obtained in the training and validation sets, respectively. Serum levels of apoC-I and apoC-III combined with other clinical parameters can serve as a basis for the formulation of a diagnostic score for stomach cancer patients. Public Library of Science 2011-01-18 /pmc/articles/PMC3022591/ /pubmed/21267442 http://dx.doi.org/10.1371/journal.pone.0014540 Text en Cohen et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Cohen, Meital Yossef, Rami Erez, Tamir Kugel, Aleksandra Welt, Michael Karpasas, Mark M. Bones, Jonathan Rudd, Pauline M. Taieb, Julien Boissin, Herve Harats, Dror Noy, Karin Tekoah, Yoram Lichtenstein, Rachel G. Rubin, Eitan Porgador, Angel Serum Apolipoproteins C-I and C-III Are Reduced in Stomach Cancer Patients: Results from MALDI-Based Peptidome and Immuno-Based Clinical Assays |
title | Serum Apolipoproteins C-I and C-III Are Reduced in Stomach Cancer Patients: Results from MALDI-Based Peptidome and Immuno-Based Clinical Assays |
title_full | Serum Apolipoproteins C-I and C-III Are Reduced in Stomach Cancer Patients: Results from MALDI-Based Peptidome and Immuno-Based Clinical Assays |
title_fullStr | Serum Apolipoproteins C-I and C-III Are Reduced in Stomach Cancer Patients: Results from MALDI-Based Peptidome and Immuno-Based Clinical Assays |
title_full_unstemmed | Serum Apolipoproteins C-I and C-III Are Reduced in Stomach Cancer Patients: Results from MALDI-Based Peptidome and Immuno-Based Clinical Assays |
title_short | Serum Apolipoproteins C-I and C-III Are Reduced in Stomach Cancer Patients: Results from MALDI-Based Peptidome and Immuno-Based Clinical Assays |
title_sort | serum apolipoproteins c-i and c-iii are reduced in stomach cancer patients: results from maldi-based peptidome and immuno-based clinical assays |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3022591/ https://www.ncbi.nlm.nih.gov/pubmed/21267442 http://dx.doi.org/10.1371/journal.pone.0014540 |
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