Malviya, Gaurav and Lannagan, Tamsin R.M. and Johnson, Emma and Mackintosh, Agata and Bielik, Robert and Peters, Adam and Soloviev, Dmitry and Brown, Gavin and Jackstadt, Rene and Nixon, Colin and Gilroy, Kathryn and Campbell, Andrew and Sansom, Owen J. and Lewis, David Y. (2024) Noninvasive stratification of colon cancer by multiplex PET imaging. Clinical Cancer Research, 30 (8). pp. 1518-1529. ISSN 1078-0432
AI Summary:
This study demonstrates the feasibility of noninvasive molecular stratification using multiplex radiotracer PET. The results show that imaging signatures are influenced by genotype, tumor environment, and stage.AI Topics:
Available under License Creative Commons Attribution.
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Purpose:
The current approach for molecular subtyping of colon cancer relies on gene expression profiling, which is invasive and has limited ability to reveal dynamics and spatial heterogeneity. Molecular imaging techniques, such as PET, present a noninvasive alternative for visualizing biological information from tumors. However, the factors influencing PET imaging phenotype, the suitable PET radiotracers for differentiating tumor subtypes, and the relationship between PET phenotypes and tumor genotype or gene expression–based subtyping remain unknown.
Experimental Design:
In this study, we conducted 126 PET scans using four different metabolic PET tracers, [18F]fluorodeoxy-D-glucose ([18F]FDG), O-(2-[18F]fluoroethyl)-l-tyrosine ([18F]FET), 3′-deoxy-3′-[18F]fluorothymidine ([18F]FLT), and [11C]acetate ([11C]ACE), using a spectrum of five preclinical colon cancer models with varying genetics (BMT, AKPN, AK, AKPT, KPN), at three sites (subcutaneous, orthograft, autochthonous) and at two tumor stages (primary vs. metastatic).
Results:
The results demonstrate that imaging signatures are influenced by genotype, tumor environment, and stage. PET imaging signatures exhibited significant heterogeneity, with each cancer model displaying distinct radiotracer profiles. Oncogenic Kras and Apc loss showed the most distinctive imaging features, with [18F]FLT and [18F]FET being particularly effective, respectively. The tissue environment notably impacted [18F]FDG uptake, and in a metastatic model, [18F]FET demonstrated higher uptake.
Conclusions:
By examining factors contributing to PET-imaging phenotype, this study establishes the feasibility of noninvasive molecular stratification using multiplex radiotracer PET. It lays the foundation for further exploration of PET-based subtyping in human cancer, thereby facilitating noninvasive molecular diagnosis.
Title | Noninvasive stratification of colon cancer by multiplex PET imaging |
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Creators | Malviya, Gaurav and Lannagan, Tamsin R.M. and Johnson, Emma and Mackintosh, Agata and Bielik, Robert and Peters, Adam and Soloviev, Dmitry and Brown, Gavin and Jackstadt, Rene and Nixon, Colin and Gilroy, Kathryn and Campbell, Andrew and Sansom, Owen J. and Lewis, David Y. |
Identification Number | 10.1158/1078-0432.ccr-23-1063 |
Date | 15 April 2024 |
Divisions | College of Medical Veterinary and Life Sciences > School of Cancer Sciences |
Publisher | American Association for Cancer Research (AACR) |
Additional Information | We would like to acknowledge funding from Cancer Research UK for core funding to the CRUK Scotland Institute (A31287), David Lewis’s laboratory (A25006), Owen Sansom’s laboratory (DRCQQR-May21\100002), the Beatson Cancer Charity, and the Beatson Endowment. |
URI | https://pub.demo35.eprints-hosting.org/id/eprint/293 |
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Item Type | Article |
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Depositing User | Unnamed user with email ejo1f20@soton.ac.uk |
SWORD Depositor | Users 37347 not found. |
Date Deposited | 11 Jun 2025 16:36 |
Revision | 20 |
Last Modified | 12 Jun 2025 10:51 |
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