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Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes
BACKGROUND: Screening for pancreatic ductal adenocarcinoma (PDAC) in populations at high risk is recommended. Individuals with new-onset type 2 diabetes mellitus (NOD) are the largest high-risk group for PDAC. To facilitate screening, we sought biomarkers capable of stratifying NOD subjects into tho...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8741427/ https://www.ncbi.nlm.nih.gov/pubmed/34990893 http://dx.doi.org/10.1016/j.ebiom.2021.103802 |
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author | Oldfield, Lucy Evans, Anthony Rao, Rohith Gopala Jenkinson, Claire Purewal, Tejpal Psarelli, Eftychia E. Menon, Usha Timms, John F. Pereira, Stephen P. Ghaneh, Paula Greenhalf, William Halloran, Christopher Costello, Eithne |
author_facet | Oldfield, Lucy Evans, Anthony Rao, Rohith Gopala Jenkinson, Claire Purewal, Tejpal Psarelli, Eftychia E. Menon, Usha Timms, John F. Pereira, Stephen P. Ghaneh, Paula Greenhalf, William Halloran, Christopher Costello, Eithne |
author_sort | Oldfield, Lucy |
collection | PubMed |
description | BACKGROUND: Screening for pancreatic ductal adenocarcinoma (PDAC) in populations at high risk is recommended. Individuals with new-onset type 2 diabetes mellitus (NOD) are the largest high-risk group for PDAC. To facilitate screening, we sought biomarkers capable of stratifying NOD subjects into those with type 2 diabetes mellitus (T2DM) and those with the less prevalent PDAC-related diabetes (PDAC-DM), a form of type 3c DM commonly misdiagnosed as T2DM. METHODS: Using mass spectrometry- and immunoassay-based methodologies in a multi-stage analysis of independent sample sets (n=443 samples), blood levels of 264 proteins were considered using Ingenuity Pathway Analysis, literature review and targeted training and validation. FINDINGS: Of 30 candidate biomarkers evaluated in up to four independent patient sets, 12 showed statistically significant differences in levels between PDAC-DM and T2DM. The combination of adiponectin and interleukin-1 receptor antagonist (IL-1Ra) showed strong diagnostic potential, (AUC of 0.91; 95% CI: 0.84-0.99) for the distinction of T3cDM from T2DM. INTERPRETATION: Adiponectin and IL-1Ra warrant further consideration for use in screening for PDAC in individuals newly-diagnosed with T2DM. FUNDING: North West Cancer Research, UK, Cancer Research UK, Pancreatic Cancer Action, UK. |
format | Online Article Text |
id | pubmed-8741427 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-87414272022-01-12 Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes Oldfield, Lucy Evans, Anthony Rao, Rohith Gopala Jenkinson, Claire Purewal, Tejpal Psarelli, Eftychia E. Menon, Usha Timms, John F. Pereira, Stephen P. Ghaneh, Paula Greenhalf, William Halloran, Christopher Costello, Eithne EBioMedicine Article BACKGROUND: Screening for pancreatic ductal adenocarcinoma (PDAC) in populations at high risk is recommended. Individuals with new-onset type 2 diabetes mellitus (NOD) are the largest high-risk group for PDAC. To facilitate screening, we sought biomarkers capable of stratifying NOD subjects into those with type 2 diabetes mellitus (T2DM) and those with the less prevalent PDAC-related diabetes (PDAC-DM), a form of type 3c DM commonly misdiagnosed as T2DM. METHODS: Using mass spectrometry- and immunoassay-based methodologies in a multi-stage analysis of independent sample sets (n=443 samples), blood levels of 264 proteins were considered using Ingenuity Pathway Analysis, literature review and targeted training and validation. FINDINGS: Of 30 candidate biomarkers evaluated in up to four independent patient sets, 12 showed statistically significant differences in levels between PDAC-DM and T2DM. The combination of adiponectin and interleukin-1 receptor antagonist (IL-1Ra) showed strong diagnostic potential, (AUC of 0.91; 95% CI: 0.84-0.99) for the distinction of T3cDM from T2DM. INTERPRETATION: Adiponectin and IL-1Ra warrant further consideration for use in screening for PDAC in individuals newly-diagnosed with T2DM. FUNDING: North West Cancer Research, UK, Cancer Research UK, Pancreatic Cancer Action, UK. Elsevier 2022-01-03 /pmc/articles/PMC8741427/ /pubmed/34990893 http://dx.doi.org/10.1016/j.ebiom.2021.103802 Text en Crown Copyright © 2021 Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Oldfield, Lucy Evans, Anthony Rao, Rohith Gopala Jenkinson, Claire Purewal, Tejpal Psarelli, Eftychia E. Menon, Usha Timms, John F. Pereira, Stephen P. Ghaneh, Paula Greenhalf, William Halloran, Christopher Costello, Eithne Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes |
title | Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes |
title_full | Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes |
title_fullStr | Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes |
title_full_unstemmed | Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes |
title_short | Blood levels of adiponectin and IL-1Ra distinguish type 3c from type 2 diabetes: Implications for earlier pancreatic cancer detection in new-onset diabetes |
title_sort | blood levels of adiponectin and il-1ra distinguish type 3c from type 2 diabetes: implications for earlier pancreatic cancer detection in new-onset diabetes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8741427/ https://www.ncbi.nlm.nih.gov/pubmed/34990893 http://dx.doi.org/10.1016/j.ebiom.2021.103802 |
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