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Proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression

Screening to detect colorectal cancer (CRC) in an early or premalignant state is an effective method to reduce CRC mortality rates. Current stool‐based screening tests, e.g. fecal immunochemical test (FIT), have a suboptimal sensitivity for colorectal adenomas and difficulty distinguishing adenomas...

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Autores principales: Komor, Malgorzata A, Bosch, Linda JW, Coupé, Veerle MH, Rausch, Christian, Pham, Thang V, Piersma, Sander R, Mongera, Sandra, Mulder, Chris JJ, Dekker, Evelien, Kuipers, Ernst J, van de Wiel, Mark A, Carvalho, Beatriz, Fijneman, Remond JA, Jimenez, Connie R, Meijer, Gerrit A, de Wit, Meike
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Ltd 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7065084/
https://www.ncbi.nlm.nih.gov/pubmed/31784980
http://dx.doi.org/10.1002/path.5369
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author Komor, Malgorzata A
Bosch, Linda JW
Coupé, Veerle MH
Rausch, Christian
Pham, Thang V
Piersma, Sander R
Mongera, Sandra
Mulder, Chris JJ
Dekker, Evelien
Kuipers, Ernst J
van de Wiel, Mark A
Carvalho, Beatriz
Fijneman, Remond JA
Jimenez, Connie R
Meijer, Gerrit A
de Wit, Meike
author_facet Komor, Malgorzata A
Bosch, Linda JW
Coupé, Veerle MH
Rausch, Christian
Pham, Thang V
Piersma, Sander R
Mongera, Sandra
Mulder, Chris JJ
Dekker, Evelien
Kuipers, Ernst J
van de Wiel, Mark A
Carvalho, Beatriz
Fijneman, Remond JA
Jimenez, Connie R
Meijer, Gerrit A
de Wit, Meike
author_sort Komor, Malgorzata A
collection PubMed
description Screening to detect colorectal cancer (CRC) in an early or premalignant state is an effective method to reduce CRC mortality rates. Current stool‐based screening tests, e.g. fecal immunochemical test (FIT), have a suboptimal sensitivity for colorectal adenomas and difficulty distinguishing adenomas at high risk of progressing to cancer from those at lower risk. We aimed to identify stool protein biomarker panels that can be used for the early detection of high‐risk adenomas and CRC. Proteomics data (LC–MS/MS) were collected on stool samples from adenoma (n = 71) and CRC patients (n = 81) as well as controls (n = 129). Colorectal adenoma tissue samples were characterized by low‐coverage whole‐genome sequencing to determine their risk of progression based on specific DNA copy number changes. Proteomics data were used for logistic regression modeling to establish protein biomarker panels. In total, 15 of the adenomas (15.8%) were defined as high risk of progressing to cancer. A protein panel, consisting of haptoglobin (Hp), LAMP1, SYNE2, and ANXA6, was identified for the detection of high‐risk adenomas (sensitivity of 53% at specificity of 95%). Two panels, one consisting of Hp and LRG1 and one of Hp, LRG1, RBP4, and FN1, were identified for high‐risk adenomas and CRCs detection (sensitivity of 66% and 62%, respectively, at specificity of 95%). Validation of Hp as a biomarker for high‐risk adenomas and CRCs was performed using an antibody‐based assay in FIT samples from a subset of individuals from the discovery series (n = 158) and an independent validation series (n = 795). Hp protein was significantly more abundant in high‐risk adenoma FIT samples compared to controls in the discovery (p = 0.036) and the validation series (p = 9e‐5). We conclude that Hp, LAMP1, SYNE2, LRG1, RBP4, FN1, and ANXA6 may be of value as stool biomarkers for early detection of high‐risk adenomas and CRCs. © 2019 Authors. Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.
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spelling pubmed-70650842020-03-16 Proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression Komor, Malgorzata A Bosch, Linda JW Coupé, Veerle MH Rausch, Christian Pham, Thang V Piersma, Sander R Mongera, Sandra Mulder, Chris JJ Dekker, Evelien Kuipers, Ernst J van de Wiel, Mark A Carvalho, Beatriz Fijneman, Remond JA Jimenez, Connie R Meijer, Gerrit A de Wit, Meike J Pathol Original Papers Screening to detect colorectal cancer (CRC) in an early or premalignant state is an effective method to reduce CRC mortality rates. Current stool‐based screening tests, e.g. fecal immunochemical test (FIT), have a suboptimal sensitivity for colorectal adenomas and difficulty distinguishing adenomas at high risk of progressing to cancer from those at lower risk. We aimed to identify stool protein biomarker panels that can be used for the early detection of high‐risk adenomas and CRC. Proteomics data (LC–MS/MS) were collected on stool samples from adenoma (n = 71) and CRC patients (n = 81) as well as controls (n = 129). Colorectal adenoma tissue samples were characterized by low‐coverage whole‐genome sequencing to determine their risk of progression based on specific DNA copy number changes. Proteomics data were used for logistic regression modeling to establish protein biomarker panels. In total, 15 of the adenomas (15.8%) were defined as high risk of progressing to cancer. A protein panel, consisting of haptoglobin (Hp), LAMP1, SYNE2, and ANXA6, was identified for the detection of high‐risk adenomas (sensitivity of 53% at specificity of 95%). Two panels, one consisting of Hp and LRG1 and one of Hp, LRG1, RBP4, and FN1, were identified for high‐risk adenomas and CRCs detection (sensitivity of 66% and 62%, respectively, at specificity of 95%). Validation of Hp as a biomarker for high‐risk adenomas and CRCs was performed using an antibody‐based assay in FIT samples from a subset of individuals from the discovery series (n = 158) and an independent validation series (n = 795). Hp protein was significantly more abundant in high‐risk adenoma FIT samples compared to controls in the discovery (p = 0.036) and the validation series (p = 9e‐5). We conclude that Hp, LAMP1, SYNE2, LRG1, RBP4, FN1, and ANXA6 may be of value as stool biomarkers for early detection of high‐risk adenomas and CRCs. © 2019 Authors. Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland. John Wiley & Sons, Ltd 2020-01-13 2020-03 /pmc/articles/PMC7065084/ /pubmed/31784980 http://dx.doi.org/10.1002/path.5369 Text en © 2019 Authors. Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland. This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Papers
Komor, Malgorzata A
Bosch, Linda JW
Coupé, Veerle MH
Rausch, Christian
Pham, Thang V
Piersma, Sander R
Mongera, Sandra
Mulder, Chris JJ
Dekker, Evelien
Kuipers, Ernst J
van de Wiel, Mark A
Carvalho, Beatriz
Fijneman, Remond JA
Jimenez, Connie R
Meijer, Gerrit A
de Wit, Meike
Proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression
title Proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression
title_full Proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression
title_fullStr Proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression
title_full_unstemmed Proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression
title_short Proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression
title_sort proteins in stool as biomarkers for non‐invasive detection of colorectal adenomas with high risk of progression
topic Original Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7065084/
https://www.ncbi.nlm.nih.gov/pubmed/31784980
http://dx.doi.org/10.1002/path.5369
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