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Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment
BACKGROUND: Pancreatic cancer is one of the most difficult cancers to detect early and most patients die from complications arising due to distant organ metastases. The lack of bona fide early biomarkers is one of the primary reasons for late diagnosis of pancreatic cancer. It is a multifactorial di...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400270/ https://www.ncbi.nlm.nih.gov/pubmed/36002889 http://dx.doi.org/10.1186/s13046-022-02425-y |
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author | Charles Jacob, Harrys Kishore Signorelli, Rossana Charles Richard, John Lalith Kashuv, Tyler Lavania, Shweta Middleton, Ashley Gomez, Beatriz Aguilar Ferrantella, Anthony Amirian, Haleh Tao, Junyi Ergonul, Ayse Burcu Boone, Melinda Minucci Hadisurya, Marco Tao, Weiguo Andy Iliuk, Anton Kashyap, Manoj Kumar Garcia-Buitrago, Monica Dawra, Rajinder Saluja, Ashok Kumar |
author_facet | Charles Jacob, Harrys Kishore Signorelli, Rossana Charles Richard, John Lalith Kashuv, Tyler Lavania, Shweta Middleton, Ashley Gomez, Beatriz Aguilar Ferrantella, Anthony Amirian, Haleh Tao, Junyi Ergonul, Ayse Burcu Boone, Melinda Minucci Hadisurya, Marco Tao, Weiguo Andy Iliuk, Anton Kashyap, Manoj Kumar Garcia-Buitrago, Monica Dawra, Rajinder Saluja, Ashok Kumar |
author_sort | Charles Jacob, Harrys Kishore |
collection | PubMed |
description | BACKGROUND: Pancreatic cancer is one of the most difficult cancers to detect early and most patients die from complications arising due to distant organ metastases. The lack of bona fide early biomarkers is one of the primary reasons for late diagnosis of pancreatic cancer. It is a multifactorial disease and warrants a novel approach to identify early biomarkers. METHODS: In order to characterize the proteome, Extracellular vesicles (EVs) isolated from different in vitro conditions mimicking tumor-microenvironment interactions between pancreatic cancer epithelial and stromal cells were analyzed using high throughput mass spectrometry. The biological activity of the secreted EVome was analyzed by investigating changes in distant organ metastases and associated early changes in the microbiome. Candidate biomarkers (KIF5B, SFRP2, LOXL2, and MMP3) were selected and validated on a mouse-human hybrid Tissue Microarray (TMA) that was specifically generated for this study. Additionally, a human TMA was used to analyze the expression of KIF5B and SFRP2 in progressive stages of pancreatic cancer. RESULTS: The EVome of co-cultured epithelial and stromal cells is different from individual cells with distinct protein compositions. EVs secreted from stromal and cancer cells cultures could not induce significant changes in Pre-Metastatic Niche (PMN) modulation, which was assessed by changes in the distant organ metastases. However, they did induce significant changes in the early microbiome, as indicated by differences in α and β-diversities. KIF5B and SFRP2 show promise for early detection and investigation in progressive pancreatic cancer. These markers are expressed in all stages of pancreatic cancer such as low grade PanINs, advanced cancer, and in liver and soft tissue metastases. CONCLUSIONS: Proteomic characterization of EVs derived from mimicking conditions of epithelial and stromal cells in the tumor-microenvironment resulted in the identification of several proteins, some for the first time in EVs. These secreted EVs cannot induce changes in distant organ metastases in in vivo models of EV education, but modulate changes in the early murine microbiome. Among all the proteins that were analyzed (MMP3, KIF5B, SFRP2, and LOXL2), KIF5B and SFRP2 show promise as bona fide early pancreatic cancer biomarkers expressed in progressive stages of pancreatic cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-022-02425-y. |
format | Online Article Text |
id | pubmed-9400270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94002702022-08-25 Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment Charles Jacob, Harrys Kishore Signorelli, Rossana Charles Richard, John Lalith Kashuv, Tyler Lavania, Shweta Middleton, Ashley Gomez, Beatriz Aguilar Ferrantella, Anthony Amirian, Haleh Tao, Junyi Ergonul, Ayse Burcu Boone, Melinda Minucci Hadisurya, Marco Tao, Weiguo Andy Iliuk, Anton Kashyap, Manoj Kumar Garcia-Buitrago, Monica Dawra, Rajinder Saluja, Ashok Kumar J Exp Clin Cancer Res Research BACKGROUND: Pancreatic cancer is one of the most difficult cancers to detect early and most patients die from complications arising due to distant organ metastases. The lack of bona fide early biomarkers is one of the primary reasons for late diagnosis of pancreatic cancer. It is a multifactorial disease and warrants a novel approach to identify early biomarkers. METHODS: In order to characterize the proteome, Extracellular vesicles (EVs) isolated from different in vitro conditions mimicking tumor-microenvironment interactions between pancreatic cancer epithelial and stromal cells were analyzed using high throughput mass spectrometry. The biological activity of the secreted EVome was analyzed by investigating changes in distant organ metastases and associated early changes in the microbiome. Candidate biomarkers (KIF5B, SFRP2, LOXL2, and MMP3) were selected and validated on a mouse-human hybrid Tissue Microarray (TMA) that was specifically generated for this study. Additionally, a human TMA was used to analyze the expression of KIF5B and SFRP2 in progressive stages of pancreatic cancer. RESULTS: The EVome of co-cultured epithelial and stromal cells is different from individual cells with distinct protein compositions. EVs secreted from stromal and cancer cells cultures could not induce significant changes in Pre-Metastatic Niche (PMN) modulation, which was assessed by changes in the distant organ metastases. However, they did induce significant changes in the early microbiome, as indicated by differences in α and β-diversities. KIF5B and SFRP2 show promise for early detection and investigation in progressive pancreatic cancer. These markers are expressed in all stages of pancreatic cancer such as low grade PanINs, advanced cancer, and in liver and soft tissue metastases. CONCLUSIONS: Proteomic characterization of EVs derived from mimicking conditions of epithelial and stromal cells in the tumor-microenvironment resulted in the identification of several proteins, some for the first time in EVs. These secreted EVs cannot induce changes in distant organ metastases in in vivo models of EV education, but modulate changes in the early murine microbiome. Among all the proteins that were analyzed (MMP3, KIF5B, SFRP2, and LOXL2), KIF5B and SFRP2 show promise as bona fide early pancreatic cancer biomarkers expressed in progressive stages of pancreatic cancer. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13046-022-02425-y. BioMed Central 2022-08-24 /pmc/articles/PMC9400270/ /pubmed/36002889 http://dx.doi.org/10.1186/s13046-022-02425-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/ Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Charles Jacob, Harrys Kishore Signorelli, Rossana Charles Richard, John Lalith Kashuv, Tyler Lavania, Shweta Middleton, Ashley Gomez, Beatriz Aguilar Ferrantella, Anthony Amirian, Haleh Tao, Junyi Ergonul, Ayse Burcu Boone, Melinda Minucci Hadisurya, Marco Tao, Weiguo Andy Iliuk, Anton Kashyap, Manoj Kumar Garcia-Buitrago, Monica Dawra, Rajinder Saluja, Ashok Kumar Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment |
title | Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment |
title_full | Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment |
title_fullStr | Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment |
title_full_unstemmed | Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment |
title_short | Identification of novel early pancreatic cancer biomarkers KIF5B and SFRP2 from “first contact” interactions in the tumor microenvironment |
title_sort | identification of novel early pancreatic cancer biomarkers kif5b and sfrp2 from “first contact” interactions in the tumor microenvironment |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9400270/ https://www.ncbi.nlm.nih.gov/pubmed/36002889 http://dx.doi.org/10.1186/s13046-022-02425-y |
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