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A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer

Endometrial cancer (EC) is the most common gynecologic malignancy, and it arises in the inner part of the uterus. Identification of serum biomarkers is essential for diagnosing the disease at an early stage. In this study, we selected 44 healthy controls and 44 type I EC at tumor stage 1, and we use...

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Autores principales: Ura, Blendi, Capaci, Valeria, Aloisio, Michelangelo, Di Lorenzo, Giovanni, Romano, Federico, Ricci, Giuseppe, Monasta, Lorenzo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9405144/
https://www.ncbi.nlm.nih.gov/pubmed/36009404
http://dx.doi.org/10.3390/biomedicines10081857
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author Ura, Blendi
Capaci, Valeria
Aloisio, Michelangelo
Di Lorenzo, Giovanni
Romano, Federico
Ricci, Giuseppe
Monasta, Lorenzo
author_facet Ura, Blendi
Capaci, Valeria
Aloisio, Michelangelo
Di Lorenzo, Giovanni
Romano, Federico
Ricci, Giuseppe
Monasta, Lorenzo
author_sort Ura, Blendi
collection PubMed
description Endometrial cancer (EC) is the most common gynecologic malignancy, and it arises in the inner part of the uterus. Identification of serum biomarkers is essential for diagnosing the disease at an early stage. In this study, we selected 44 healthy controls and 44 type I EC at tumor stage 1, and we used the Immuno-oncology panel and the Target 96 Oncology III panel to simultaneously detect the levels of 92 cancer-related proteins in serum, using a proximity extension assay. By applying this methodology, we identified 20 proteins, associated with the outcome at binary logistic regression, with a p-value below 0.01 for the first panel and 24 proteins with a p-value below 0.02 for the second one. The final multivariate logistic regression model, combining proteins from the two panels, generated a model with a sensitivity of 97.67% and a specificity of 83.72%. These results support the use of the proposed algorithm after a validation phase.
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spelling pubmed-94051442022-08-26 A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer Ura, Blendi Capaci, Valeria Aloisio, Michelangelo Di Lorenzo, Giovanni Romano, Federico Ricci, Giuseppe Monasta, Lorenzo Biomedicines Article Endometrial cancer (EC) is the most common gynecologic malignancy, and it arises in the inner part of the uterus. Identification of serum biomarkers is essential for diagnosing the disease at an early stage. In this study, we selected 44 healthy controls and 44 type I EC at tumor stage 1, and we used the Immuno-oncology panel and the Target 96 Oncology III panel to simultaneously detect the levels of 92 cancer-related proteins in serum, using a proximity extension assay. By applying this methodology, we identified 20 proteins, associated with the outcome at binary logistic regression, with a p-value below 0.01 for the first panel and 24 proteins with a p-value below 0.02 for the second one. The final multivariate logistic regression model, combining proteins from the two panels, generated a model with a sensitivity of 97.67% and a specificity of 83.72%. These results support the use of the proposed algorithm after a validation phase. MDPI 2022-08-02 /pmc/articles/PMC9405144/ /pubmed/36009404 http://dx.doi.org/10.3390/biomedicines10081857 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ura, Blendi
Capaci, Valeria
Aloisio, Michelangelo
Di Lorenzo, Giovanni
Romano, Federico
Ricci, Giuseppe
Monasta, Lorenzo
A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer
title A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer
title_full A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer
title_fullStr A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer
title_full_unstemmed A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer
title_short A Targeted Proteomics Approach for Screening Serum Biomarkers Observed in the Early Stage of Type I Endometrial Cancer
title_sort targeted proteomics approach for screening serum biomarkers observed in the early stage of type i endometrial cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9405144/
https://www.ncbi.nlm.nih.gov/pubmed/36009404
http://dx.doi.org/10.3390/biomedicines10081857
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