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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...

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Autores principales: 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
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
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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
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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
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