Cargando…
Associations between AI-Assisted Tumor Amphiregulin and Epiregulin IHC and Outcomes from Anti-EGFR Therapy in the Routine Management of Metastatic Colorectal Cancer
PURPOSE: High tumor production of the EGFR ligands, amphiregulin (AREG) and epiregulin (EREG), predicted benefit from anti-EGFR therapy for metastatic colorectal cancer (mCRC) in a retrospective analysis of clinical trial data. Here, AREG/EREG IHC was analyzed in a cohort of patients who received an...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Association for Cancer Research
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570673/ https://www.ncbi.nlm.nih.gov/pubmed/37363997 http://dx.doi.org/10.1158/1078-0432.CCR-23-0859 |
_version_ | 1785119820991168512 |
---|---|
author | Williams, Christopher J.M. Elliott, Faye Sapanara, Nancy Aghaei, Faranak Zhang, Liping Muranyi, Andrea Yan, Dongyao Bai, Isaac Zhao, Zuo Shires, Michael Wood, Henry M. Richman, Susan D. Hemmings, Gemma Hale, Michael Bottomley, Daniel Galvin, Leanne Cartlidge, Caroline Dance, Sarah Bacon, Chris M. Mansfield, Laura Young-Zvandasara, Kathe Sudan, Ajay Lambert, Katy Bibby, Irena Coupland, Sarah E. Montazeri, Amir Kipling, Natalie Hughes, Kathryn Cross, Simon S. Dewdney, Alice Pheasey, Leanne Leng, Cathryn Gochera, Tatenda Mangham, D. Chas Saunders, Mark Pritchard, Martin Stott, Helen Mukherjee, Abhik Ilyas, Mohammad Silverman, Rafael Hyland, Georgina Sculthorpe, Declan Thornton, Kirsty Gould, Imogen O'Callaghan, Ann Brown, Nicholas Turnbull, Samantha Shaw, Lisa Seymour, Matthew T. West, Nicholas P. Seligmann, Jenny F. Singh, Shalini Shanmugam, Kandavel Quirke, Philip |
author_facet | Williams, Christopher J.M. Elliott, Faye Sapanara, Nancy Aghaei, Faranak Zhang, Liping Muranyi, Andrea Yan, Dongyao Bai, Isaac Zhao, Zuo Shires, Michael Wood, Henry M. Richman, Susan D. Hemmings, Gemma Hale, Michael Bottomley, Daniel Galvin, Leanne Cartlidge, Caroline Dance, Sarah Bacon, Chris M. Mansfield, Laura Young-Zvandasara, Kathe Sudan, Ajay Lambert, Katy Bibby, Irena Coupland, Sarah E. Montazeri, Amir Kipling, Natalie Hughes, Kathryn Cross, Simon S. Dewdney, Alice Pheasey, Leanne Leng, Cathryn Gochera, Tatenda Mangham, D. Chas Saunders, Mark Pritchard, Martin Stott, Helen Mukherjee, Abhik Ilyas, Mohammad Silverman, Rafael Hyland, Georgina Sculthorpe, Declan Thornton, Kirsty Gould, Imogen O'Callaghan, Ann Brown, Nicholas Turnbull, Samantha Shaw, Lisa Seymour, Matthew T. West, Nicholas P. Seligmann, Jenny F. Singh, Shalini Shanmugam, Kandavel Quirke, Philip |
author_sort | Williams, Christopher J.M. |
collection | PubMed |
description | PURPOSE: High tumor production of the EGFR ligands, amphiregulin (AREG) and epiregulin (EREG), predicted benefit from anti-EGFR therapy for metastatic colorectal cancer (mCRC) in a retrospective analysis of clinical trial data. Here, AREG/EREG IHC was analyzed in a cohort of patients who received anti-EGFR therapy as part of routine care, including key clinical contexts not investigated in the previous analysis. EXPERIMENTAL DESIGN: Patients who received panitumumab or cetuximab ± chemotherapy for treatment of RAS wild-type mCRC at eight UK cancer centers were eligible. Archival formalin-fixed paraffin-embedded tumor tissue was analyzed for AREG and EREG IHC in six regional laboratories using previously developed artificial intelligence technologies. Primary endpoints were progression-free survival (PFS) and overall survival (OS). RESULTS: A total of 494 of 541 patients (91.3%) had adequate tissue for analysis. A total of 45 were excluded after central extended RAS testing, leaving 449 patients in the primary analysis population. After adjustment for additional prognostic factors, high AREG/EREG expression (n = 360; 80.2%) was associated with significantly prolonged PFS [median: 8.5 vs. 4.4 months; HR, 0.73; 95% confidence interval (CI), 0.56–0.95; P = 0.02] and OS [median: 16.4 vs. 8.9 months; HR, 0.66 95% CI, 0.50–0.86; P = 0.002]. The significant OS benefit was maintained among patients with right primary tumor location (PTL), those receiving cetuximab or panitumumab, those with an oxaliplatin- or irinotecan-based chemotherapy backbone, and those with tumor tissue obtained by biopsy or surgical resection. CONCLUSIONS: High tumor AREG/EREG expression was associated with superior survival outcomes from anti-EGFR therapy in mCRC, including in right PTL disease. AREG/EREG IHC assessment could aid therapeutic decisions in routine practice. See related commentary by Randon and Pietrantonio, p. 4021 |
format | Online Article Text |
id | pubmed-10570673 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Association for Cancer Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-105706732023-10-14 Associations between AI-Assisted Tumor Amphiregulin and Epiregulin IHC and Outcomes from Anti-EGFR Therapy in the Routine Management of Metastatic Colorectal Cancer Williams, Christopher J.M. Elliott, Faye Sapanara, Nancy Aghaei, Faranak Zhang, Liping Muranyi, Andrea Yan, Dongyao Bai, Isaac Zhao, Zuo Shires, Michael Wood, Henry M. Richman, Susan D. Hemmings, Gemma Hale, Michael Bottomley, Daniel Galvin, Leanne Cartlidge, Caroline Dance, Sarah Bacon, Chris M. Mansfield, Laura Young-Zvandasara, Kathe Sudan, Ajay Lambert, Katy Bibby, Irena Coupland, Sarah E. Montazeri, Amir Kipling, Natalie Hughes, Kathryn Cross, Simon S. Dewdney, Alice Pheasey, Leanne Leng, Cathryn Gochera, Tatenda Mangham, D. Chas Saunders, Mark Pritchard, Martin Stott, Helen Mukherjee, Abhik Ilyas, Mohammad Silverman, Rafael Hyland, Georgina Sculthorpe, Declan Thornton, Kirsty Gould, Imogen O'Callaghan, Ann Brown, Nicholas Turnbull, Samantha Shaw, Lisa Seymour, Matthew T. West, Nicholas P. Seligmann, Jenny F. Singh, Shalini Shanmugam, Kandavel Quirke, Philip Clin Cancer Res Precision Medicine and Imaging PURPOSE: High tumor production of the EGFR ligands, amphiregulin (AREG) and epiregulin (EREG), predicted benefit from anti-EGFR therapy for metastatic colorectal cancer (mCRC) in a retrospective analysis of clinical trial data. Here, AREG/EREG IHC was analyzed in a cohort of patients who received anti-EGFR therapy as part of routine care, including key clinical contexts not investigated in the previous analysis. EXPERIMENTAL DESIGN: Patients who received panitumumab or cetuximab ± chemotherapy for treatment of RAS wild-type mCRC at eight UK cancer centers were eligible. Archival formalin-fixed paraffin-embedded tumor tissue was analyzed for AREG and EREG IHC in six regional laboratories using previously developed artificial intelligence technologies. Primary endpoints were progression-free survival (PFS) and overall survival (OS). RESULTS: A total of 494 of 541 patients (91.3%) had adequate tissue for analysis. A total of 45 were excluded after central extended RAS testing, leaving 449 patients in the primary analysis population. After adjustment for additional prognostic factors, high AREG/EREG expression (n = 360; 80.2%) was associated with significantly prolonged PFS [median: 8.5 vs. 4.4 months; HR, 0.73; 95% confidence interval (CI), 0.56–0.95; P = 0.02] and OS [median: 16.4 vs. 8.9 months; HR, 0.66 95% CI, 0.50–0.86; P = 0.002]. The significant OS benefit was maintained among patients with right primary tumor location (PTL), those receiving cetuximab or panitumumab, those with an oxaliplatin- or irinotecan-based chemotherapy backbone, and those with tumor tissue obtained by biopsy or surgical resection. CONCLUSIONS: High tumor AREG/EREG expression was associated with superior survival outcomes from anti-EGFR therapy in mCRC, including in right PTL disease. AREG/EREG IHC assessment could aid therapeutic decisions in routine practice. See related commentary by Randon and Pietrantonio, p. 4021 American Association for Cancer Research 2023-10-13 2023-06-26 /pmc/articles/PMC10570673/ /pubmed/37363997 http://dx.doi.org/10.1158/1078-0432.CCR-23-0859 Text en ©2023 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license. |
spellingShingle | Precision Medicine and Imaging Williams, Christopher J.M. Elliott, Faye Sapanara, Nancy Aghaei, Faranak Zhang, Liping Muranyi, Andrea Yan, Dongyao Bai, Isaac Zhao, Zuo Shires, Michael Wood, Henry M. Richman, Susan D. Hemmings, Gemma Hale, Michael Bottomley, Daniel Galvin, Leanne Cartlidge, Caroline Dance, Sarah Bacon, Chris M. Mansfield, Laura Young-Zvandasara, Kathe Sudan, Ajay Lambert, Katy Bibby, Irena Coupland, Sarah E. Montazeri, Amir Kipling, Natalie Hughes, Kathryn Cross, Simon S. Dewdney, Alice Pheasey, Leanne Leng, Cathryn Gochera, Tatenda Mangham, D. Chas Saunders, Mark Pritchard, Martin Stott, Helen Mukherjee, Abhik Ilyas, Mohammad Silverman, Rafael Hyland, Georgina Sculthorpe, Declan Thornton, Kirsty Gould, Imogen O'Callaghan, Ann Brown, Nicholas Turnbull, Samantha Shaw, Lisa Seymour, Matthew T. West, Nicholas P. Seligmann, Jenny F. Singh, Shalini Shanmugam, Kandavel Quirke, Philip Associations between AI-Assisted Tumor Amphiregulin and Epiregulin IHC and Outcomes from Anti-EGFR Therapy in the Routine Management of Metastatic Colorectal Cancer |
title | Associations between AI-Assisted Tumor Amphiregulin and Epiregulin IHC and Outcomes from Anti-EGFR Therapy in the Routine Management of Metastatic Colorectal Cancer |
title_full | Associations between AI-Assisted Tumor Amphiregulin and Epiregulin IHC and Outcomes from Anti-EGFR Therapy in the Routine Management of Metastatic Colorectal Cancer |
title_fullStr | Associations between AI-Assisted Tumor Amphiregulin and Epiregulin IHC and Outcomes from Anti-EGFR Therapy in the Routine Management of Metastatic Colorectal Cancer |
title_full_unstemmed | Associations between AI-Assisted Tumor Amphiregulin and Epiregulin IHC and Outcomes from Anti-EGFR Therapy in the Routine Management of Metastatic Colorectal Cancer |
title_short | Associations between AI-Assisted Tumor Amphiregulin and Epiregulin IHC and Outcomes from Anti-EGFR Therapy in the Routine Management of Metastatic Colorectal Cancer |
title_sort | associations between ai-assisted tumor amphiregulin and epiregulin ihc and outcomes from anti-egfr therapy in the routine management of metastatic colorectal cancer |
topic | Precision Medicine and Imaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570673/ https://www.ncbi.nlm.nih.gov/pubmed/37363997 http://dx.doi.org/10.1158/1078-0432.CCR-23-0859 |
work_keys_str_mv | AT williamschristopherjm associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT elliottfaye associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT sapanaranancy associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT aghaeifaranak associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT zhangliping associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT muranyiandrea associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT yandongyao associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT baiisaac associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT zhaozuo associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT shiresmichael associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT woodhenrym associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT richmansusand associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT hemmingsgemma associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT halemichael associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT bottomleydaniel associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT galvinleanne associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT cartlidgecaroline associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT dancesarah associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT baconchrism associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT mansfieldlaura associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT youngzvandasarakathe associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT sudanajay associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT lambertkaty associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT bibbyirena associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT couplandsarahe associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT montazeriamir associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT kiplingnatalie associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT hugheskathryn associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT crosssimons associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT dewdneyalice associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT pheaseyleanne associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT lengcathryn associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT gocheratatenda associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT manghamdchas associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT saundersmark associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT pritchardmartin associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT stotthelen associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT mukherjeeabhik associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT ilyasmohammad associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT silvermanrafael associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT hylandgeorgina associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT sculthorpedeclan associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT thorntonkirsty associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT gouldimogen associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT ocallaghanann associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT brownnicholas associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT turnbullsamantha associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT shawlisa associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT seymourmatthewt associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT westnicholasp associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT seligmannjennyf associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT singhshalini associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT shanmugamkandavel associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer AT quirkephilip associationsbetweenaiassistedtumoramphiregulinandepiregulinihcandoutcomesfromantiegfrtherapyintheroutinemanagementofmetastaticcolorectalcancer |