# Plasma metabolomic signatures of all and cause-specific cancers: a multi-platform population-based study

## TL;DR

This study identifies metabolites linked to various cancers, which could help in early diagnosis and understanding cancer metabolism.

## Contribution

The study identifies novel metabolomic signatures associated with prevalent and incident cancers using two platforms in a large population.

## Key findings

- 68 metabolites were significantly associated with prevalent blood cancer after adjustment.
- 19 metabolites were linked to incident blood cancer during follow-up.
- Metabolites associated with both prevalent and incident cancers suggest potential biomarkers.

## Abstract

Early diagnosis of cancer is essential for improving patient outcomes. Metabolomics analysis has shown promise in detecting cancer and distinguishing its metastatic burdens in previous studies.

We hypothesized that metabolomics data can differentiate between people with and without cancer at a population level, uncovering new biomarkers and deepening our understanding of cancer metabolism.

A total of 1,386 metabolites were measured by two commonly used metabolomics platforms: Nightingale and Metabolon, in baseline plasma samples from participants in the population-based Rotterdam Study, with sample sizes of 2,538 and 5,057, respectively. Logistic regression and competing risk Cox proportional hazards models were employed to examine associations between these metabolites and both baseline prevalent and incident during follow-up of all and cause-specific cancers. Statistical significance was defined by a false discovery rate (FDR) < 0.05.

There were 654 cancer cases at baseline, and 618 new cases also occurred during follow-up of nearly 10 years. In the cross-sectional study, 68, 7, and 10 metabolites were significantly associated with prevalent blood, colorectal, and all cancer, after multivariate adjustment. In the longitudinal study, 19, 11, 2, 3, and 1 metabolites were significantly associated with incident blood, colorectal, lung, prostate, and all cancer, respectively. Among these, 17 and 2 metabolites were associated with both prevalent and incident blood and colorectal cancer.

This study indicates several circulating metabolites that are associated with different cancers. These metabolites may contribute to better understanding of the metabolic pathways of cancer and serve as biomarkers for early cancer diagnosis.

The online version contains supplementary material available at 10.1007/s11306-026-02397-6.