TY - JOUR
T1 - Proteins in stool as biomarkers for non-invasive detection of colorectal adenomas with high risk of progression
AU - Komor, Malgorzata A.
AU - Bosch, Linda J. W.
AU - Coupé, Veerle M. H.
AU - Rausch, Christian
AU - Pham, Thang V.
AU - Piersma, Sander R.
AU - Mongera, Sandra
AU - Mulder, Chris J. J.
AU - Dekker, Evelien
AU - Kuipers, Ernst J.
AU - van de Wiel, Mark A.
AU - Carvalho, Beatriz
AU - Fijneman, Remond J. A.
AU - Jimenez, Connie R.
AU - Meijer, Gerrit A.
AU - de Wit, Meike
N1 - Funding Information: This research was supported by an SU2C‐DCS International Translational Cancer Research Dream Team Grant [Stand Up to Cancer (SU2C)‐AACR‐DT1415, MEDOCC] and by the Dutch Cancer Society (KWF Kankerbestrijding), project number 2013‐6025. Stand Up to Cancer is a program of the Entertainment Industry Foundation administered by the American Association for Cancer Research. Support for these studies was also provided by the Dutch Digestive Foundation and VU University Medical Center, Cancer Center Amsterdam (proteomics infrastructure). The collaboration project is co‐funded by the PPP Allowance made available by Health∼Holland, Top Sector Life Sciences & Health, to stimulate public–private partnerships. This article is based on work from COST Action (CA17118), supported by COST (European Cooperation in Science and Technology). We would like to thank the Genomics Core Facility at The Netherlands Cancer Institute for sequencing. Funding Information: This research was supported by an SU2C-DCS International Translational Cancer Research Dream Team Grant [Stand Up to Cancer (SU2C)-AACR-DT1415, MEDOCC] and by the Dutch Cancer Society (KWF Kankerbestrijding), project number 2013-6025. Stand Up to Cancer is a program of the Entertainment Industry Foundation administered by the American Association for Cancer Research. Support for these studies was also provided by the Dutch Digestive Foundation and VU University Medical Center, Cancer Center Amsterdam (proteomics infrastructure). The collaboration project is co-funded by the PPP Allowance made available by Health?Holland, Top Sector Life Sciences & Health, to stimulate public?private partnerships. This article is based on work from COST Action (CA17118), supported by COST (European Cooperation in Science and Technology). We would like to thank the Genomics Core Facility at The Netherlands Cancer Institute for sequencing. Publisher Copyright: © 2019 Authors. Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020/3/1
Y1 - 2020/3/1
N2 - 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.
AB - 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.
KW - biomarkers
KW - colorectal cancer
KW - early detection
KW - high-risk adenomas
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85077839949&origin=inward
UR - https://www.ncbi.nlm.nih.gov/pubmed/31784980
UR - http://www.scopus.com/inward/record.url?scp=85077839949&partnerID=8YFLogxK
U2 - https://doi.org/10.1002/path.5369
DO - https://doi.org/10.1002/path.5369
M3 - Article
C2 - 31784980
SN - 0022-3417
VL - 250
SP - 288
EP - 298
JO - Journal of pathology
JF - Journal of pathology
IS - 3
ER -