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Sera Protein Signatures of Endometrial Cancer Lymph Node Metastases
The presence of lymph node metastases in endometrial cancer patients is a critical factor guiding treatment decisions; however, surgical and imaging methods for their detection are limited by morbidity and inaccuracy. To determine if sera can predict the presence of positive lymph nodes, sera collec...
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/PMC8954239/ https://www.ncbi.nlm.nih.gov/pubmed/35328698 http://dx.doi.org/10.3390/ijms23063277 |
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author | Benbrook, Doris Mangiaracina Hocker, James Randolph Sanders Moxley, Katherine Marie Hanas, Jay S. |
author_facet | Benbrook, Doris Mangiaracina Hocker, James Randolph Sanders Moxley, Katherine Marie Hanas, Jay S. |
author_sort | Benbrook, Doris Mangiaracina |
collection | PubMed |
description | The presence of lymph node metastases in endometrial cancer patients is a critical factor guiding treatment decisions; however, surgical and imaging methods for their detection are limited by morbidity and inaccuracy. To determine if sera can predict the presence of positive lymph nodes, sera collected from endometrial cancer patients with or without lymph node metastases, and benign gynecology surgical patients (N = 20 per group) were subjected to electron spray ionization mass spectrometry (ES-MS). Peaks that were significantly different among the groups were evaluated by leave one out cross validation (LOOCV) for their ability to differentiation between the groups. Proteins in the peaks were identified by MS/MS of five specimens in each group. Ingenuity Pathway Analysis was used to predict pathways regulated by the protein profiles. LOOCV of sera protein discriminated between each of the group comparisons and predicted positive lymph nodes. Pathways implicated in metastases included loss of PTEN activation and PI3K, AKT and PKA activation, leading to calcium signaling, oxidative phosphorylation and estrogen receptor-induced transcription, leading to platelet activation, epithelial-to-mesenchymal transition and senescence. Upstream activators implicated in these events included neurostimulation and inflammation, activation of G-Protein-Coupled Receptor Gβγ, loss of HER-2 activation and upregulation of the insulin receptor. |
format | Online Article Text |
id | pubmed-8954239 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89542392022-03-26 Sera Protein Signatures of Endometrial Cancer Lymph Node Metastases Benbrook, Doris Mangiaracina Hocker, James Randolph Sanders Moxley, Katherine Marie Hanas, Jay S. Int J Mol Sci Article The presence of lymph node metastases in endometrial cancer patients is a critical factor guiding treatment decisions; however, surgical and imaging methods for their detection are limited by morbidity and inaccuracy. To determine if sera can predict the presence of positive lymph nodes, sera collected from endometrial cancer patients with or without lymph node metastases, and benign gynecology surgical patients (N = 20 per group) were subjected to electron spray ionization mass spectrometry (ES-MS). Peaks that were significantly different among the groups were evaluated by leave one out cross validation (LOOCV) for their ability to differentiation between the groups. Proteins in the peaks were identified by MS/MS of five specimens in each group. Ingenuity Pathway Analysis was used to predict pathways regulated by the protein profiles. LOOCV of sera protein discriminated between each of the group comparisons and predicted positive lymph nodes. Pathways implicated in metastases included loss of PTEN activation and PI3K, AKT and PKA activation, leading to calcium signaling, oxidative phosphorylation and estrogen receptor-induced transcription, leading to platelet activation, epithelial-to-mesenchymal transition and senescence. Upstream activators implicated in these events included neurostimulation and inflammation, activation of G-Protein-Coupled Receptor Gβγ, loss of HER-2 activation and upregulation of the insulin receptor. MDPI 2022-03-18 /pmc/articles/PMC8954239/ /pubmed/35328698 http://dx.doi.org/10.3390/ijms23063277 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 Benbrook, Doris Mangiaracina Hocker, James Randolph Sanders Moxley, Katherine Marie Hanas, Jay S. Sera Protein Signatures of Endometrial Cancer Lymph Node Metastases |
title | Sera Protein Signatures of Endometrial Cancer Lymph Node Metastases |
title_full | Sera Protein Signatures of Endometrial Cancer Lymph Node Metastases |
title_fullStr | Sera Protein Signatures of Endometrial Cancer Lymph Node Metastases |
title_full_unstemmed | Sera Protein Signatures of Endometrial Cancer Lymph Node Metastases |
title_short | Sera Protein Signatures of Endometrial Cancer Lymph Node Metastases |
title_sort | sera protein signatures of endometrial cancer lymph node metastases |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954239/ https://www.ncbi.nlm.nih.gov/pubmed/35328698 http://dx.doi.org/10.3390/ijms23063277 |
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