Cargando…
Fibroblast activation protein identifies Consensus Molecular Subtype 4 in colorectal cancer and allows its detection by (68)Ga-FAPI-PET imaging
BACKGROUND: In colorectal cancer (CRC), the consensus molecular subtype 4 (CMS4) is associated with therapy resistance and poor prognosis. Clinical diagnosis of CMS4 is hampered by locoregional and temporal variables influencing CMS classification. Diagnostic tools that comprehensively detect CMS4 a...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9276750/ https://www.ncbi.nlm.nih.gov/pubmed/35296803 http://dx.doi.org/10.1038/s41416-022-01748-z |
_version_ | 1784745796907827200 |
---|---|
author | Strating, Esther Wassenaar, Emma Verhagen, Mathijs Rauwerdink, Paulien van Schelven, Susanne de Hingh, Ignace Rinkes, Inne Borel Boerma, Djamila Witkamp, Arjen Lacle, Miangela Fodde, Riccardo Volckmann, Richard Koster, Jan Stedingk, Kris Giesel, Frederik de Roos, Remmert Poot, Alex Bol, Guus Lam, Marnix Elias, Sjoerd Kranenburg, Onno |
author_facet | Strating, Esther Wassenaar, Emma Verhagen, Mathijs Rauwerdink, Paulien van Schelven, Susanne de Hingh, Ignace Rinkes, Inne Borel Boerma, Djamila Witkamp, Arjen Lacle, Miangela Fodde, Riccardo Volckmann, Richard Koster, Jan Stedingk, Kris Giesel, Frederik de Roos, Remmert Poot, Alex Bol, Guus Lam, Marnix Elias, Sjoerd Kranenburg, Onno |
author_sort | Strating, Esther |
collection | PubMed |
description | BACKGROUND: In colorectal cancer (CRC), the consensus molecular subtype 4 (CMS4) is associated with therapy resistance and poor prognosis. Clinical diagnosis of CMS4 is hampered by locoregional and temporal variables influencing CMS classification. Diagnostic tools that comprehensively detect CMS4 are therefore urgently needed. METHODS: To identify targets for molecular CMS4 imaging, RNA sequencing data of 3232 primary CRC patients were explored. Heterogeneity of marker expression in relation to CMS4 status was assessed by analysing 3–5 tumour regions and 91.103 single-tumour cells (7 and 29 tumours, respectively). Candidate marker expression was validated in CMS4 peritoneal metastases (PM; n = 59). Molecular imaging was performed using the (68)Ga-DOTA-FAPI-46 PET tracer. RESULTS: Fibroblast activation protein (FAP) mRNA identified CMS4 with very high sensitivity and specificity (AUROC > 0.91), and was associated with significantly shorter relapse-free survival (P = 0.0038). Heterogeneous expression of FAP among and within tumour lesions correlated with CMS4 heterogeneity (AUROC = 1.00). FAP expression was homogeneously high in PM, a near-homogeneous CMS4 entity. FAPI-PET identified focal and diffuse PM that were missed using conventional imaging. Extra-peritoneal metastases displayed extensive heterogeneity of tracer uptake. CONCLUSION: FAP expression identifies CMS4 CRC. FAPI-PET may have value in the comprehensive detection of CMS4 tumours in CRC. This is especially relevant in patients with PM, for whom effective imaging tools are currently lacking. [Image: see text] |
format | Online Article Text |
id | pubmed-9276750 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92767502022-07-14 Fibroblast activation protein identifies Consensus Molecular Subtype 4 in colorectal cancer and allows its detection by (68)Ga-FAPI-PET imaging Strating, Esther Wassenaar, Emma Verhagen, Mathijs Rauwerdink, Paulien van Schelven, Susanne de Hingh, Ignace Rinkes, Inne Borel Boerma, Djamila Witkamp, Arjen Lacle, Miangela Fodde, Riccardo Volckmann, Richard Koster, Jan Stedingk, Kris Giesel, Frederik de Roos, Remmert Poot, Alex Bol, Guus Lam, Marnix Elias, Sjoerd Kranenburg, Onno Br J Cancer Article BACKGROUND: In colorectal cancer (CRC), the consensus molecular subtype 4 (CMS4) is associated with therapy resistance and poor prognosis. Clinical diagnosis of CMS4 is hampered by locoregional and temporal variables influencing CMS classification. Diagnostic tools that comprehensively detect CMS4 are therefore urgently needed. METHODS: To identify targets for molecular CMS4 imaging, RNA sequencing data of 3232 primary CRC patients were explored. Heterogeneity of marker expression in relation to CMS4 status was assessed by analysing 3–5 tumour regions and 91.103 single-tumour cells (7 and 29 tumours, respectively). Candidate marker expression was validated in CMS4 peritoneal metastases (PM; n = 59). Molecular imaging was performed using the (68)Ga-DOTA-FAPI-46 PET tracer. RESULTS: Fibroblast activation protein (FAP) mRNA identified CMS4 with very high sensitivity and specificity (AUROC > 0.91), and was associated with significantly shorter relapse-free survival (P = 0.0038). Heterogeneous expression of FAP among and within tumour lesions correlated with CMS4 heterogeneity (AUROC = 1.00). FAP expression was homogeneously high in PM, a near-homogeneous CMS4 entity. FAPI-PET identified focal and diffuse PM that were missed using conventional imaging. Extra-peritoneal metastases displayed extensive heterogeneity of tracer uptake. CONCLUSION: FAP expression identifies CMS4 CRC. FAPI-PET may have value in the comprehensive detection of CMS4 tumours in CRC. This is especially relevant in patients with PM, for whom effective imaging tools are currently lacking. [Image: see text] Nature Publishing Group UK 2022-03-16 2022-07-01 /pmc/articles/PMC9276750/ /pubmed/35296803 http://dx.doi.org/10.1038/s41416-022-01748-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Strating, Esther Wassenaar, Emma Verhagen, Mathijs Rauwerdink, Paulien van Schelven, Susanne de Hingh, Ignace Rinkes, Inne Borel Boerma, Djamila Witkamp, Arjen Lacle, Miangela Fodde, Riccardo Volckmann, Richard Koster, Jan Stedingk, Kris Giesel, Frederik de Roos, Remmert Poot, Alex Bol, Guus Lam, Marnix Elias, Sjoerd Kranenburg, Onno Fibroblast activation protein identifies Consensus Molecular Subtype 4 in colorectal cancer and allows its detection by (68)Ga-FAPI-PET imaging |
title | Fibroblast activation protein identifies Consensus Molecular Subtype 4 in colorectal cancer and allows its detection by (68)Ga-FAPI-PET imaging |
title_full | Fibroblast activation protein identifies Consensus Molecular Subtype 4 in colorectal cancer and allows its detection by (68)Ga-FAPI-PET imaging |
title_fullStr | Fibroblast activation protein identifies Consensus Molecular Subtype 4 in colorectal cancer and allows its detection by (68)Ga-FAPI-PET imaging |
title_full_unstemmed | Fibroblast activation protein identifies Consensus Molecular Subtype 4 in colorectal cancer and allows its detection by (68)Ga-FAPI-PET imaging |
title_short | Fibroblast activation protein identifies Consensus Molecular Subtype 4 in colorectal cancer and allows its detection by (68)Ga-FAPI-PET imaging |
title_sort | fibroblast activation protein identifies consensus molecular subtype 4 in colorectal cancer and allows its detection by (68)ga-fapi-pet imaging |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9276750/ https://www.ncbi.nlm.nih.gov/pubmed/35296803 http://dx.doi.org/10.1038/s41416-022-01748-z |
work_keys_str_mv | AT stratingesther fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT wassenaaremma fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT verhagenmathijs fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT rauwerdinkpaulien fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT vanschelvensusanne fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT dehinghignace fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT rinkesinneborel fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT boermadjamila fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT witkamparjen fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT laclemiangela fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT foddericcardo fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT volckmannrichard fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT kosterjan fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT stedingkkris fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT gieselfrederik fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT deroosremmert fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT pootalex fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT bolguus fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT lammarnix fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT eliassjoerd fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging AT kranenburgonno fibroblastactivationproteinidentifiesconsensusmolecularsubtype4incolorectalcancerandallowsitsdetectionby68gafapipetimaging |