PURPOSE: To examine gene expression differences between pre- and post-neoadjuvant systemic therapy (NST) specimens of breast cancers and identify biologic changers that may lead to new therapeutic insights. METHODS: Gene expression data from prechemotherapy fine needle aspiration specimens were compared with resected residual cancers in 21 patients after 4 to 6 months of NST. We removed stroma-associated genes to minimize confounding effects. PAM50 was used to assign molecular class. Paired t test and gene set analysis were used to identify differentially expressed genes and pathways. RESULTS: The ER and HER2 status based on mRNA expression remained stable in all but two cases, and there were no changes in proliferation metrics (Ki67 and proliferating cell nuclear antigen expression). Molecular class changed in 8 cases (33.3%), usually to normal-like class, which was associated with low residual cancer cell cellularity. The expression of 200 to 600 probe sets changed between baseline and post-NST samples. In basal-like cancers, pathways driven by increased expression of phosphoinositide 3-kinase, small G proteins, and calmodulin-dependent protein kinase II and energy metabolism were enriched, whereas immune cell-derived and the sonic hedgehog pathways were depleted in residual cancer. In non-basal-like breast cancers, notch signaling and energy metabolism (e.g., fatty acid synthesis) were enriched and sonic hedgehog signaling and immune-related pathways were depleted in residual cancer. There was no increase in epithelial-mesenchymal transition or cancer stem cell signatures. CONCLUSIONS: Our data indicate that energy metabolism related processes are upregulated and immune-related signals are depleted in residual cancers. Targeting these biologic processes may represent promising adjuvant treatment strategies for patients with residual cancer.
PURPOSE: To examine gene expression differences between pre- and post-neoadjuvant systemic therapy (NST) specimens of breast cancers and identify biologic changers that may lead to new therapeutic insights. METHODS: Gene expression data from prechemotherapy fine needle aspiration specimens were compared with resected residual cancers in 21 patients after 4 to 6 months of NST. We removed stroma-associated genes to minimize confounding effects. PAM50 was used to assign molecular class. Paired t test and gene set analysis were used to identify differentially expressed genes and pathways. RESULTS: The ER and HER2 status based on mRNA expression remained stable in all but two cases, and there were no changes in proliferation metrics (Ki67 and proliferating cell nuclear antigen expression). Molecular class changed in 8 cases (33.3%), usually to normal-like class, which was associated with low residual cancer cell cellularity. The expression of 200 to 600 probe sets changed between baseline and post-NST samples. In basal-like cancers, pathways driven by increased expression of phosphoinositide 3-kinase, small G proteins, and calmodulin-dependent protein kinase II and energy metabolism were enriched, whereas immune cell-derived and the sonic hedgehog pathways were depleted in residual cancer. In non-basal-like breast cancers, notch signaling and energy metabolism (e.g., fatty acid synthesis) were enriched and sonic hedgehog signaling and immune-related pathways were depleted in residual cancer. There was no increase in epithelial-mesenchymal transition or cancer stem cell signatures. CONCLUSIONS: Our data indicate that energy metabolism related processes are upregulated and immune-related signals are depleted in residual cancers. Targeting these biologic processes may represent promising adjuvant treatment strategies for patients with residual cancer.
Authors: Thomas Karn; Lajos Pusztai; Eugen Ruckhäberle; Cornelia Liedtke; Volkmar Müller; Marcus Schmidt; Dirk Metzler; Jing Wang; Kevin R Coombes; Regine Gätje; Lars Hanker; Christine Solbach; Andre Ahr; Uwe Holtrich; Achim Rody; Manfred Kaufmann Journal: Eur J Cancer Date: 2011-07-07 Impact factor: 9.162
Authors: Chad J Creighton; Xiaoxian Li; Melissa Landis; J Michael Dixon; Veronique M Neumeister; Ashley Sjolund; David L Rimm; Helen Wong; Angel Rodriguez; Jason I Herschkowitz; Cheng Fan; Xiaomei Zhang; Xiaping He; Anne Pavlick; M Carolina Gutierrez; Lorna Renshaw; Alexey A Larionov; Dana Faratian; Susan G Hilsenbeck; Charles M Perou; Michael T Lewis; Jeffrey M Rosen; Jenny C Chang Journal: Proc Natl Acad Sci U S A Date: 2009-08-03 Impact factor: 11.205
Authors: Michal Mego; Sendurai A Mani; Bang-Ning Lee; Changping Li; Kurt W Evans; Evan N Cohen; Hui Gao; Summer A Jackson; Antonio Giordano; Gabriel N Hortobagyi; Massimo Cristofanilli; Anthony Lucci; James M Reuben Journal: Int J Cancer Date: 2011-04-27 Impact factor: 7.396
Authors: Vered Stearns; Baljit Singh; Theodore Tsangaris; Jeanette G Crawford; Antonella Novielli; Mathew J Ellis; Claudine Isaacs; Marie Pennanen; Cecilia Tibery; Ahmad Farhad; Rebecca Slack; Daniel F Hayes Journal: Clin Cancer Res Date: 2003-01 Impact factor: 12.531
Authors: Joel S Parker; Michael Mullins; Maggie C U Cheang; Samuel Leung; David Voduc; Tammi Vickery; Sherri Davies; Christiane Fauron; Xiaping He; Zhiyuan Hu; John F Quackenbush; Inge J Stijleman; Juan Palazzo; J S Marron; Andrew B Nobel; Elaine Mardis; Torsten O Nielsen; Matthew J Ellis; Charles M Perou; Philip S Bernard Journal: J Clin Oncol Date: 2009-02-09 Impact factor: 44.544
Authors: Cornelia Liedtke; Chafika Mazouni; Kenneth R Hess; Fabrice André; Attila Tordai; Jaime A Mejia; W Fraser Symmans; Ana M Gonzalez-Angulo; Bryan Hennessy; Marjorie Green; Massimo Cristofanilli; Gabriel N Hortobagyi; Lajos Pusztai Journal: J Clin Oncol Date: 2008-02-04 Impact factor: 44.544
Authors: Neil E Bhola; Justin M Balko; Teresa C Dugger; María Gabriela Kuba; Violeta Sánchez; Melinda Sanders; Jamie Stanford; Rebecca S Cook; Carlos L Arteaga Journal: J Clin Invest Date: 2013-02-08 Impact factor: 14.808
Authors: Roy R L Bastien; Álvaro Rodríguez-Lescure; Mark T W Ebbert; Aleix Prat; Blanca Munárriz; Leslie Rowe; Patricia Miller; Manuel Ruiz-Borrego; Daniel Anderson; Bradley Lyons; Isabel Álvarez; Tracy Dowell; David Wall; Miguel Ángel Seguí; Lee Barley; Kenneth M Boucher; Emilio Alba; Lisa Pappas; Carole A Davis; Ignacio Aranda; Christiane Fauron; Inge J Stijleman; José Palacios; Antonio Antón; Eva Carrasco; Rosalía Caballero; Matthew J Ellis; Torsten O Nielsen; Charles M Perou; Mark Astill; Philip S Bernard; Miguel Martín Journal: BMC Med Genomics Date: 2012-10-04 Impact factor: 3.063
Authors: Baek Kim; Sam L Stephen; Andrew M Hanby; Kieran Horgan; Sarah L Perry; Julie Richardson; Elizabeth A Roundhill; Elizabeth M A Valleley; Eldo T Verghese; Bethany J Williams; James L Thorne; Thomas A Hughes Journal: BMC Cancer Date: 2015-09-11 Impact factor: 4.430