A two-tiered targeted proteomics approach to identify pre-diagnostic biomarkers of colorectal cancer risk.


Journal

Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288

Informations de publication

Date de publication:
04 03 2021
Historique:
received: 09 11 2020
accepted: 10 02 2021
entrez: 5 3 2021
pubmed: 6 3 2021
medline: 15 12 2021
Statut: epublish

Résumé

Colorectal cancer prognosis is dependent on stage, and measures to improve early detection are urgently needed. Using prospectively collected plasma samples from the population-based Northern Sweden Health and Disease Study, we evaluated protein biomarkers in relation to colorectal cancer risk. Applying a two-tiered approach, we analyzed 160 proteins in matched sequential samples from 58 incident colorectal cancer case-control pairs. Twenty-one proteins selected from both this discovery phase and the literature were then analyzed in a validation set of 450 case-control pairs. Odds ratios were estimated by conditional logistic regression. LASSO regression and ROC analysis were used for multi-marker analyses. In the main validation analysis, no proteins retained statistical significance. However, exploratory subgroup analyses showed associations between FGF-21 and colon cancer risk (multivariable OR per 1 SD: 1.23 95% CI 1.03-1.47) as well as between PPY and rectal cancer risk (multivariable OR per 1 SD: 1.47 95% CI 1.12-1.92). Adding protein markers to basic risk predictive models increased performance modestly. Our results highlight the challenge of developing biomarkers that are effective in the asymptomatic, prediagnostic window of opportunity for early detection of colorectal cancer. Distinguishing between cancer subtypes may improve prediction accuracy. However, single biomarkers or small panels may not be sufficient for effective precision screening.

Identifiants

pubmed: 33664295
doi: 10.1038/s41598-021-83968-6
pii: 10.1038/s41598-021-83968-6
pmc: PMC7933352
doi:

Substances chimiques

Biomarkers, Tumor 0
Neoplasm Proteins 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

5151

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Auteurs

Sophia Harlid (S)

Department of Radiation Sciences, Oncology, Umeå University, 901 87, Umeå, Sweden. sophia.harlid@umu.se.

Justin Harbs (J)

Department of Radiation Sciences, Oncology, Umeå University, 901 87, Umeå, Sweden.

Robin Myte (R)

Department of Radiation Sciences, Oncology, Umeå University, 901 87, Umeå, Sweden.

Carl Brunius (C)

Department of Biology and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden.
Chalmers Mass Spectrometry Infrastructure, Chalmers University of Technology, Gothenburg, Sweden.

Marc J Gunter (MJ)

Section of Nutrition and Metabolism, International Agency for Research On Cancer, World Health Organization, Lyon, France.

Richard Palmqvist (R)

Department of Medical Biosciences, Pathology, Umeå University, Umeå, Sweden.

Xijia Liu (X)

Department of Mathematics and Mathematical Statistics, Umeå University, Umeå, Sweden.

Bethany Van Guelpen (B)

Department of Radiation Sciences, Oncology, Umeå University, 901 87, Umeå, Sweden.
Wallenberg Centre for Molecular Medicine, Umeå University, Umeå, Sweden.

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Classifications MeSH