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Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models
BACKGROUND: The development of secondary resistance (SR) in metastatic colorectal cancer (mCRC) treated with anti-epidermal growth factor receptor (anti-EGFR) antibodies is not fully understood at the molecular level. Here we tested in vivo selection of anti-EGFR SR tumors in CRC patient-derived xen...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8283888/ https://www.ncbi.nlm.nih.gov/pubmed/34271981 http://dx.doi.org/10.1186/s13073-021-00926-7 |
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author | Vangala, Deepak Ladigan, Swetlana Liffers, Sven T. Noseir, Soha Maghnouj, Abdelouahid Götze, Tina-Maria Verdoodt, Berlinda Klein-Scory, Susanne Godfrey, Laura Zowada, Martina K. Huerta, Mario Edelstein, Daniel L. de Villarreal, Jaime Martinez Marqués, Miriam Kumbrink, Jörg Jung, Andreas Schiergens, Tobias Werner, Jens Heinemann, Volker Stintzing, Sebastian Lindoerfer, Doris Mansmann, Ulrich Pohl, Michael Teschendorf, Christian Bernhardt, Christiane Wolters, Heiner Stern, Josef Usta, Selami Viebahn, Richard Admard, Jacob Casadei, Nicolas Fröhling, Stefan Ball, Claudia R. Siveke, Jens T. Glimm, Hanno Tannapfel, Andrea Schmiegel, Wolff Hahn, Stephan A. |
author_facet | Vangala, Deepak Ladigan, Swetlana Liffers, Sven T. Noseir, Soha Maghnouj, Abdelouahid Götze, Tina-Maria Verdoodt, Berlinda Klein-Scory, Susanne Godfrey, Laura Zowada, Martina K. Huerta, Mario Edelstein, Daniel L. de Villarreal, Jaime Martinez Marqués, Miriam Kumbrink, Jörg Jung, Andreas Schiergens, Tobias Werner, Jens Heinemann, Volker Stintzing, Sebastian Lindoerfer, Doris Mansmann, Ulrich Pohl, Michael Teschendorf, Christian Bernhardt, Christiane Wolters, Heiner Stern, Josef Usta, Selami Viebahn, Richard Admard, Jacob Casadei, Nicolas Fröhling, Stefan Ball, Claudia R. Siveke, Jens T. Glimm, Hanno Tannapfel, Andrea Schmiegel, Wolff Hahn, Stephan A. |
author_sort | Vangala, Deepak |
collection | PubMed |
description | BACKGROUND: The development of secondary resistance (SR) in metastatic colorectal cancer (mCRC) treated with anti-epidermal growth factor receptor (anti-EGFR) antibodies is not fully understood at the molecular level. Here we tested in vivo selection of anti-EGFR SR tumors in CRC patient-derived xenograft (PDX) models as a strategy for a molecular dissection of SR mechanisms. METHODS: We analyzed 21 KRAS, NRAS, BRAF, and PI3K wildtype CRC patient-derived xenograft (PDX) models for their anti-EGFR sensitivity. Furthermore, 31 anti-EGFR SR tumors were generated via chronic in vivo treatment with cetuximab. A multi-omics approach was employed to address molecular primary and secondary resistance mechanisms. Gene set enrichment analyses were used to uncover SR pathways. Targeted therapy of SR PDX models was applied to validate selected SR pathways. RESULTS: In vivo anti-EGFR SR could be established with high efficiency. Chronic anti-EGFR treatment of CRC PDX tumors induced parallel evolution of multiple resistant lesions with independent molecular SR mechanisms. Mutations in driver genes explained SR development in a subgroup of CRC PDX models, only. Transcriptional reprogramming inducing anti-EGFR SR was discovered as a common mechanism in CRC PDX models frequently leading to RAS signaling pathway activation. We identified cAMP and STAT3 signaling activation, as well as paracrine and autocrine signaling via growth factors as novel anti-EGFR secondary resistance mechanisms. Secondary resistant xenograft tumors could successfully be treated by addressing identified transcriptional changes by tailored targeted therapies. CONCLUSIONS: Our study demonstrates that SR PDX tumors provide a unique platform to study molecular SR mechanisms and allow testing of multiple treatments for efficient targeting of SR mechanisms, not possible in the patient. Importantly, it suggests that the development of anti-EGFR tolerant cells via transcriptional reprogramming as a cause of anti-EGFR SR in CRC is likely more prevalent than previously anticipated. It emphasizes the need for analyses of SR tumor tissues at a multi-omics level for a comprehensive molecular understanding of anti-EGFR SR in CRC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00926-7. |
format | Online Article Text |
id | pubmed-8283888 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-82838882021-07-19 Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models Vangala, Deepak Ladigan, Swetlana Liffers, Sven T. Noseir, Soha Maghnouj, Abdelouahid Götze, Tina-Maria Verdoodt, Berlinda Klein-Scory, Susanne Godfrey, Laura Zowada, Martina K. Huerta, Mario Edelstein, Daniel L. de Villarreal, Jaime Martinez Marqués, Miriam Kumbrink, Jörg Jung, Andreas Schiergens, Tobias Werner, Jens Heinemann, Volker Stintzing, Sebastian Lindoerfer, Doris Mansmann, Ulrich Pohl, Michael Teschendorf, Christian Bernhardt, Christiane Wolters, Heiner Stern, Josef Usta, Selami Viebahn, Richard Admard, Jacob Casadei, Nicolas Fröhling, Stefan Ball, Claudia R. Siveke, Jens T. Glimm, Hanno Tannapfel, Andrea Schmiegel, Wolff Hahn, Stephan A. Genome Med Research BACKGROUND: The development of secondary resistance (SR) in metastatic colorectal cancer (mCRC) treated with anti-epidermal growth factor receptor (anti-EGFR) antibodies is not fully understood at the molecular level. Here we tested in vivo selection of anti-EGFR SR tumors in CRC patient-derived xenograft (PDX) models as a strategy for a molecular dissection of SR mechanisms. METHODS: We analyzed 21 KRAS, NRAS, BRAF, and PI3K wildtype CRC patient-derived xenograft (PDX) models for their anti-EGFR sensitivity. Furthermore, 31 anti-EGFR SR tumors were generated via chronic in vivo treatment with cetuximab. A multi-omics approach was employed to address molecular primary and secondary resistance mechanisms. Gene set enrichment analyses were used to uncover SR pathways. Targeted therapy of SR PDX models was applied to validate selected SR pathways. RESULTS: In vivo anti-EGFR SR could be established with high efficiency. Chronic anti-EGFR treatment of CRC PDX tumors induced parallel evolution of multiple resistant lesions with independent molecular SR mechanisms. Mutations in driver genes explained SR development in a subgroup of CRC PDX models, only. Transcriptional reprogramming inducing anti-EGFR SR was discovered as a common mechanism in CRC PDX models frequently leading to RAS signaling pathway activation. We identified cAMP and STAT3 signaling activation, as well as paracrine and autocrine signaling via growth factors as novel anti-EGFR secondary resistance mechanisms. Secondary resistant xenograft tumors could successfully be treated by addressing identified transcriptional changes by tailored targeted therapies. CONCLUSIONS: Our study demonstrates that SR PDX tumors provide a unique platform to study molecular SR mechanisms and allow testing of multiple treatments for efficient targeting of SR mechanisms, not possible in the patient. Importantly, it suggests that the development of anti-EGFR tolerant cells via transcriptional reprogramming as a cause of anti-EGFR SR in CRC is likely more prevalent than previously anticipated. It emphasizes the need for analyses of SR tumor tissues at a multi-omics level for a comprehensive molecular understanding of anti-EGFR SR in CRC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00926-7. BioMed Central 2021-07-16 /pmc/articles/PMC8283888/ /pubmed/34271981 http://dx.doi.org/10.1186/s13073-021-00926-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Vangala, Deepak Ladigan, Swetlana Liffers, Sven T. Noseir, Soha Maghnouj, Abdelouahid Götze, Tina-Maria Verdoodt, Berlinda Klein-Scory, Susanne Godfrey, Laura Zowada, Martina K. Huerta, Mario Edelstein, Daniel L. de Villarreal, Jaime Martinez Marqués, Miriam Kumbrink, Jörg Jung, Andreas Schiergens, Tobias Werner, Jens Heinemann, Volker Stintzing, Sebastian Lindoerfer, Doris Mansmann, Ulrich Pohl, Michael Teschendorf, Christian Bernhardt, Christiane Wolters, Heiner Stern, Josef Usta, Selami Viebahn, Richard Admard, Jacob Casadei, Nicolas Fröhling, Stefan Ball, Claudia R. Siveke, Jens T. Glimm, Hanno Tannapfel, Andrea Schmiegel, Wolff Hahn, Stephan A. Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models |
title | Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models |
title_full | Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models |
title_fullStr | Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models |
title_full_unstemmed | Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models |
title_short | Secondary resistance to anti-EGFR therapy by transcriptional reprogramming in patient-derived colorectal cancer models |
title_sort | secondary resistance to anti-egfr therapy by transcriptional reprogramming in patient-derived colorectal cancer models |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8283888/ https://www.ncbi.nlm.nih.gov/pubmed/34271981 http://dx.doi.org/10.1186/s13073-021-00926-7 |
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