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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9405144 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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