Adaptive Randomization of Neratinib in Early Breast Cancer

John W Park, Minetta C Liu, Douglas Yee, Christina Yau, Laura J van 't Veer, W Fraser Symmans, Melissa Paoloni, Jane Perlmutter, Nola M Hylton, Michael Hogarth, Angela DeMichele, Meredith B Buxton, A Jo Chien, Anne M Wallace, Judy C Boughey, Tufia C Haddad, Stephen Y Chui, Kathleen A Kemmer, Henry G Kaplan, Claudine Isaacs, Rita Nanda, Debasish Tripathy, Kathy S Albain, Kirsten K Edmiston, Anthony D Elias, Donald W Northfelt, Lajos Pusztai, Stacy L Moulder, Julie E Lang, Rebecca K Viscusi, David M Euhus, Barbara B Haley, Qamar J Khan, William C Wood, Michelle Melisko, Richard Schwab, Teresa Helsten, Julia Lyandres, Sarah E Davis, Gillian L Hirst, Ashish Sanil, Laura J Esserman, Donald A Berry, I-SPY 2 Investigators, Brian Leyland-Jones, Stephen Chia, Rosanne Serpanchy, Carleen Yu, Stephanie McMillan, Regina Mosley, Kim Nguyen, Eilliam C Wood, Amelia Zelnak, Charlotte Dillis, Renee Donnelly, Theresa Harrington, Claudine Isaacs, Bhaskar Kallakury, Minetta Liu, Filipa Lynce, Bridget Oppong, Paula Pohlmann, Eleni Tousimis, Robert Warren, Shawna Willey, Jennifer Eng Wong, Jay Zeck, Kathy Albain, Mary Beth Bartolotta, Davide Bova, Cynthia Brooks, Barbara Busby, Kathy Czaplicki, Xiuzhen Duan, Roberto Gamez, Keith Ganesh, Ellen Gaynor, Constantine Godellas, Cathy Grace-Louthen, Theresa Kuritza, Shelly Lo, Anita Nagamine, Claudia Perez, Patricia Robinson, David Rosi, Faaiza Vaince, Kathleen Ward, Karin Choquette, Kirsten Edmiston, Holly Gallimore, Jutta McGovern, Kerin Mokarem, Mohana Pajaniappan, Svetlana Rassulova, Kay Scott, Kristi Sherwood, Jeff Wright, Karen S Anderson, Richard J Gray, Susan J Myers, Donald E Northfelt, Barbara A Pockaj, Jennifer Roedig, Nabil Wasif, Anne M Arens, Judy C Boughey, Kathleen R Brandt, Jamie L Carroll, Beiyun Chen, Amy L Connors, Amy C Degnim, David R Farley, Susan M Greenlee, Tufia C Haddad, Tina J Hieken, Timothy J Hobday, James W Jakub, Lisa La Liberte, Minetta C Liu, Charles L Loprinzi, Lindsay R Menard, Melissa M Moe, Timothy J Moynihan, Ciara O'Sullivan, Emily A Olson, Prema P Peethambaram, Kathryn J Ruddy, Barbara A Russell, Amanda L Rynearson, Deanne R Smith, Daniel W Visscher, Anna J Windish, Kayla Cox, Katrina Dawson, Odell Newton, Wilma Ramirez, Heather Bengtson, Jenna Bucher, Stephen Chui, Bridget Gilbert-Ghormley, Rachel Hampton, Kathleen A Kemmer, Dot Kurdyla, Deirdre Nauman, Jonathan Spear, Amy Wilson, David Beatty, Pat Dawson, Erin R Ellis, Mehmet Fer, Jim Hanson, Matthew P Goetz, Tufia C Haddad, Desiree Iriarte, Henry G Kaplan, Bruce Porter, Kristine Rinn, Hannah Thomas, San Thornton, Ron Tickman, Nina Varghis, Valerie Caterinichia, Jennifer Delos Santos, Carla Falkson, Andres Forero, Helen Krontiras, Christos Vaklavas, Shi Wei, Amy Bauland, Lora Inclan, Dana Lewallen, Alisa Powell, Clair Roney, Kathy Schmidt, Rebecca K Viscusi, Heather Wright, Sarah Blair, Sarah Boles, Julie Bykowski, Brian Datnow, Lindsey Densley, Mohammed Eghtedari, Vincent Genna, Farnaz Hasteh, Teresa Helsten, Patricia Kormanik, Haydee Ojeda-Fournier, Ifeanyl Onyeacholem, Barbara Parker, Kimberly Podsada, Richard Schwab, Anne Wallace, Catherine Yashar, Michael D Alvarado, Alfred Au, Ronald Balassanian, Chris Benz, Meredith Buxton, Yunn-Yi Chen, Jo Chien, Carrie D'Andrea, Sarah E Davis, Laura Esserman, Cheryl Ewing, Andrei Goga, Gillian L Hirst, Mike Hwang, Nola Hylton, Bonnie Joe, Julia Lyandres, Maha Kadafour, Gregor Krings, Michelle Melisko, Mark Moasser, Pamela Munter, Zoe Ngo, John Park, Elissa Price, Hope Rugo, Laura van't Veer, Jasmine Wong, Christina Yau, Hiroyuki Abe, Nora T Jaskowiak, Rita Nanda, Funmi Olopade, David V Schacht, Virginia Borges, Tiffany Colvin, Jennifer Diamond, Anthony D Elias, Christina Finlayson, Christine Fisher, Lara Hardesty, Peter Kabos, Nicole Kounalakis, Jose Mayordomo, Tessa McSpadden, Colleen Murphy, Rachel Rabinovitch, Sharon Sams, Elena Shagisultanova, Stella Baccaray, Qamar Khan, Heather Beckwith, Anne Blaes, Timothy Emory, Tufia C Haddad, Jane Hui, Molly Klein, Jessica Kuehn-Hajder, Michael Nelson, David Potter, Todd Tuttle, Douglas Yee, Richard Zera, Lauren Bayne, Angela Bradbury, Amy Clark, Angie DeMichele, Susan Domchek, Carla Fisher, Kevin Fox, Diane Frazee, Megan Lackaye, Jennifer Matro, Elizabeth McDonald, Mark Rosen, Payal Shah, Julia Tchou, Melissa Volpe, Ricardo Alvarez, Carlos Barcenas, Donald A Berry, Daniel Booser, Abenna Brewster, Powell Brown, Ana Gonzalez-Angulo, Nuhad Ibrahim, Meghan Karuturi, Kimberly Koenig, Stacy Moulder, James Murray, Rashmi Murthy, Lajos Pusztai, Babita Saigal, W Fraser Symmans, Debasish Tripathy, Richard Theriault, Naoto Ueno, Vicente Valero, Maria Brown, Margie Carranza, Yvonne Flores, Julie Lang, Amanda Luna, Nancy Perez, Debasish Tripathy, Kristy Watkins, Susan Armstrong, Chris Boyd, Lijun Chen, Valerie Clark, Arthur Frankel, David M Euhus, Thomas Froehlich, Sally Goudreau, Barbara Haley, Amy Harker-Murray, Dawn Klemow, A Marilyn Leitch, Rafael Leon, Hsiao Li, Todd Morgan, Nasir Qureshi, Roshni Rao, Macey Reeves, Aeisha Rivers, Navid Sadeghi, Stephen Seiler, Barbara Staves, Vanessa Tagoe, Geneva Thomas, Debasish Tripathy, Nisha Unni, Sarah Weyandt, Rachel Wooldridge, Julie Zuckerman, Larissa Korde, Melissa Griffin, Brianna Butler, Arianne Cundy, Lena Rubinstein, Christy Hixson, John W Park, Minetta C Liu, Douglas Yee, Christina Yau, Laura J van 't Veer, W Fraser Symmans, Melissa Paoloni, Jane Perlmutter, Nola M Hylton, Michael Hogarth, Angela DeMichele, Meredith B Buxton, A Jo Chien, Anne M Wallace, Judy C Boughey, Tufia C Haddad, Stephen Y Chui, Kathleen A Kemmer, Henry G Kaplan, Claudine Isaacs, Rita Nanda, Debasish Tripathy, Kathy S Albain, Kirsten K Edmiston, Anthony D Elias, Donald W Northfelt, Lajos Pusztai, Stacy L Moulder, Julie E Lang, Rebecca K Viscusi, David M Euhus, Barbara B Haley, Qamar J Khan, William C Wood, Michelle Melisko, Richard Schwab, Teresa Helsten, Julia Lyandres, Sarah E Davis, Gillian L Hirst, Ashish Sanil, Laura J Esserman, Donald A Berry, I-SPY 2 Investigators, Brian Leyland-Jones, Stephen Chia, Rosanne Serpanchy, Carleen Yu, Stephanie McMillan, Regina Mosley, Kim Nguyen, Eilliam C Wood, Amelia Zelnak, Charlotte Dillis, Renee Donnelly, Theresa Harrington, Claudine Isaacs, Bhaskar Kallakury, Minetta Liu, Filipa Lynce, Bridget Oppong, Paula Pohlmann, Eleni Tousimis, Robert Warren, Shawna Willey, Jennifer Eng Wong, Jay Zeck, Kathy Albain, Mary Beth Bartolotta, Davide Bova, Cynthia Brooks, Barbara Busby, Kathy Czaplicki, Xiuzhen Duan, Roberto Gamez, Keith Ganesh, Ellen Gaynor, Constantine Godellas, Cathy Grace-Louthen, Theresa Kuritza, Shelly Lo, Anita Nagamine, Claudia Perez, Patricia Robinson, David Rosi, Faaiza Vaince, Kathleen Ward, Karin Choquette, Kirsten Edmiston, Holly Gallimore, Jutta McGovern, Kerin Mokarem, Mohana Pajaniappan, Svetlana Rassulova, Kay Scott, Kristi Sherwood, Jeff Wright, Karen S Anderson, Richard J Gray, Susan J Myers, Donald E Northfelt, Barbara A Pockaj, Jennifer Roedig, Nabil Wasif, Anne M Arens, Judy C Boughey, Kathleen R Brandt, Jamie L Carroll, Beiyun Chen, Amy L Connors, Amy C Degnim, David R Farley, Susan M Greenlee, Tufia C Haddad, Tina J Hieken, Timothy J Hobday, James W Jakub, Lisa La Liberte, Minetta C Liu, Charles L Loprinzi, Lindsay R Menard, Melissa M Moe, Timothy J Moynihan, Ciara O'Sullivan, Emily A Olson, Prema P Peethambaram, Kathryn J Ruddy, Barbara A Russell, Amanda L Rynearson, Deanne R Smith, Daniel W Visscher, Anna J Windish, Kayla Cox, Katrina Dawson, Odell Newton, Wilma Ramirez, Heather Bengtson, Jenna Bucher, Stephen Chui, Bridget Gilbert-Ghormley, Rachel Hampton, Kathleen A Kemmer, Dot Kurdyla, Deirdre Nauman, Jonathan Spear, Amy Wilson, David Beatty, Pat Dawson, Erin R Ellis, Mehmet Fer, Jim Hanson, Matthew P Goetz, Tufia C Haddad, Desiree Iriarte, Henry G Kaplan, Bruce Porter, Kristine Rinn, Hannah Thomas, San Thornton, Ron Tickman, Nina Varghis, Valerie Caterinichia, Jennifer Delos Santos, Carla Falkson, Andres Forero, Helen Krontiras, Christos Vaklavas, Shi Wei, Amy Bauland, Lora Inclan, Dana Lewallen, Alisa Powell, Clair Roney, Kathy Schmidt, Rebecca K Viscusi, Heather Wright, Sarah Blair, Sarah Boles, Julie Bykowski, Brian Datnow, Lindsey Densley, Mohammed Eghtedari, Vincent Genna, Farnaz Hasteh, Teresa Helsten, Patricia Kormanik, Haydee Ojeda-Fournier, Ifeanyl Onyeacholem, Barbara Parker, Kimberly Podsada, Richard Schwab, Anne Wallace, Catherine Yashar, Michael D Alvarado, Alfred Au, Ronald Balassanian, Chris Benz, Meredith Buxton, Yunn-Yi Chen, Jo Chien, Carrie D'Andrea, Sarah E Davis, Laura Esserman, Cheryl Ewing, Andrei Goga, Gillian L Hirst, Mike Hwang, Nola Hylton, Bonnie Joe, Julia Lyandres, Maha Kadafour, Gregor Krings, Michelle Melisko, Mark Moasser, Pamela Munter, Zoe Ngo, John Park, Elissa Price, Hope Rugo, Laura van't Veer, Jasmine Wong, Christina Yau, Hiroyuki Abe, Nora T Jaskowiak, Rita Nanda, Funmi Olopade, David V Schacht, Virginia Borges, Tiffany Colvin, Jennifer Diamond, Anthony D Elias, Christina Finlayson, Christine Fisher, Lara Hardesty, Peter Kabos, Nicole Kounalakis, Jose Mayordomo, Tessa McSpadden, Colleen Murphy, Rachel Rabinovitch, Sharon Sams, Elena Shagisultanova, Stella Baccaray, Qamar Khan, Heather Beckwith, Anne Blaes, Timothy Emory, Tufia C Haddad, Jane Hui, Molly Klein, Jessica Kuehn-Hajder, Michael Nelson, David Potter, Todd Tuttle, Douglas Yee, Richard Zera, Lauren Bayne, Angela Bradbury, Amy Clark, Angie DeMichele, Susan Domchek, Carla Fisher, Kevin Fox, Diane Frazee, Megan Lackaye, Jennifer Matro, Elizabeth McDonald, Mark Rosen, Payal Shah, Julia Tchou, Melissa Volpe, Ricardo Alvarez, Carlos Barcenas, Donald A Berry, Daniel Booser, Abenna Brewster, Powell Brown, Ana Gonzalez-Angulo, Nuhad Ibrahim, Meghan Karuturi, Kimberly Koenig, Stacy Moulder, James Murray, Rashmi Murthy, Lajos Pusztai, Babita Saigal, W Fraser Symmans, Debasish Tripathy, Richard Theriault, Naoto Ueno, Vicente Valero, Maria Brown, Margie Carranza, Yvonne Flores, Julie Lang, Amanda Luna, Nancy Perez, Debasish Tripathy, Kristy Watkins, Susan Armstrong, Chris Boyd, Lijun Chen, Valerie Clark, Arthur Frankel, David M Euhus, Thomas Froehlich, Sally Goudreau, Barbara Haley, Amy Harker-Murray, Dawn Klemow, A Marilyn Leitch, Rafael Leon, Hsiao Li, Todd Morgan, Nasir Qureshi, Roshni Rao, Macey Reeves, Aeisha Rivers, Navid Sadeghi, Stephen Seiler, Barbara Staves, Vanessa Tagoe, Geneva Thomas, Debasish Tripathy, Nisha Unni, Sarah Weyandt, Rachel Wooldridge, Julie Zuckerman, Larissa Korde, Melissa Griffin, Brianna Butler, Arianne Cundy, Lena Rubinstein, Christy Hixson

Abstract

Background: The heterogeneity of breast cancer makes identifying effective therapies challenging. The I-SPY 2 trial, a multicenter, adaptive phase 2 trial of neoadjuvant therapy for high-risk clinical stage II or III breast cancer, evaluated multiple new agents added to standard chemotherapy to assess the effects on rates of pathological complete response (i.e., absence of residual cancer in the breast or lymph nodes at the time of surgery).

Methods: We used adaptive randomization to compare standard neoadjuvant chemotherapy plus the tyrosine kinase inhibitor neratinib with control. Eligible women were categorized according to eight biomarker subtypes on the basis of human epidermal growth factor receptor 2 (HER2) status, hormone-receptor status, and risk according to a 70-gene profile. Neratinib was evaluated against control with regard to 10 biomarker signatures (prospectively defined combinations of subtypes). The primary end point was pathological complete response. Volume changes on serial magnetic resonance imaging were used to assess the likelihood of such a response in each patient. Adaptive assignment to experimental groups within each disease subtype was based on Bayesian probabilities of the superiority of the treatment over control. Enrollment in the experimental group was stopped when the 85% Bayesian predictive probability of success in a confirmatory phase 3 trial of neoadjuvant therapy reached a prespecified threshold for any biomarker signature ("graduation"). Enrollment was stopped for futility if the probability fell to below 10% for every biomarker signature.

Results: Neratinib reached the prespecified efficacy threshold with regard to the HER2-positive, hormone-receptor-negative signature. Among patients with HER2-positive, hormone-receptor-negative cancer, the mean estimated rate of pathological complete response was 56% (95% Bayesian probability interval [PI], 37 to 73%) among 115 patients in the neratinib group, as compared with 33% among 78 controls (95% PI, 11 to 54%). The final predictive probability of success in phase 3 testing was 79%.

Conclusions: Neratinib added to standard therapy was highly likely to result in higher rates of pathological complete response than standard chemotherapy with trastuzumab among patients with HER2-positive, hormone-receptor-negative breast cancer. (Funded by QuantumLeap Healthcare Collaborative and others; I-SPY 2 TRIAL ClinicalTrials.gov number, NCT01042379.).

Figures

Figure 1
Figure 1
A. I-SPY 2 Adaptive Design. B. Study Design. Study schema for the neratinib experimental arm and control arm in I-SPY2. Following screening, HER2+ patients were randomized to receive either neratinib plus paclitaxel vs. trastuzumab plus paclitaxel. HER2− patients were randomized to receive either neratinib plus paclitaxel vs. paclitaxel alone. HER2+ and HER2− patients then received standard AC treatment to complete their neoadjuvant therapy. C. I-SPY 2 Consort Diagram for Neratinib and Its Controls. Did/did not received allotted intervention: Patients were categorized as receiving no experimental therapy or at least 1 dose of experimental therapy.
Figure 1
Figure 1
A. I-SPY 2 Adaptive Design. B. Study Design. Study schema for the neratinib experimental arm and control arm in I-SPY2. Following screening, HER2+ patients were randomized to receive either neratinib plus paclitaxel vs. trastuzumab plus paclitaxel. HER2− patients were randomized to receive either neratinib plus paclitaxel vs. paclitaxel alone. HER2+ and HER2− patients then received standard AC treatment to complete their neoadjuvant therapy. C. I-SPY 2 Consort Diagram for Neratinib and Its Controls. Did/did not received allotted intervention: Patients were categorized as receiving no experimental therapy or at least 1 dose of experimental therapy.
Figure 1
Figure 1
A. I-SPY 2 Adaptive Design. B. Study Design. Study schema for the neratinib experimental arm and control arm in I-SPY2. Following screening, HER2+ patients were randomized to receive either neratinib plus paclitaxel vs. trastuzumab plus paclitaxel. HER2− patients were randomized to receive either neratinib plus paclitaxel vs. paclitaxel alone. HER2+ and HER2− patients then received standard AC treatment to complete their neoadjuvant therapy. C. I-SPY 2 Consort Diagram for Neratinib and Its Controls. Did/did not received allotted intervention: Patients were categorized as receiving no experimental therapy or at least 1 dose of experimental therapy.
Figure 2. Probability distributions for select signatures
Figure 2. Probability distributions for select signatures
Histograms showing posterior (final) probability distributions for neratinib and control pCR rates for 4 of the 10 signatures listed in Table 2. Panel 2A is for HER2+/HR−, the graduating signature for neratinib. Estimated pCR Rate is the mean of the respective distribution. Predictive Probability in Phase 3 is a calculation based on the respective pair of histograms and is explained in the text.

Source: PubMed

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