1
|
Evans KW, Yuca E, Scott SS, Zhao M, Paez Arango N, Cruz Pico CX, Saridogan T, Shariati M, Class CA, Bristow CA, Vellano CP, Zheng X, Gonzalez-Angulo AM, Su X, Tapia C, Chen K, Akcakanat A, Lim B, Tripathy D, Yap TA, Francesco MED, Draetta GF, Jones P, Heffernan TP, Marszalek JR, Meric-Bernstam F. Oxidative Phosphorylation Is a Metabolic Vulnerability in Chemotherapy-Resistant Triple-Negative Breast Cancer. Cancer Res 2021; 81:5572-5581. [PMID: 34518211 DOI: 10.1158/0008-5472.can-20-3242] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 03/04/2021] [Accepted: 09/10/2021] [Indexed: 11/16/2022]
Abstract
Oxidative phosphorylation (OXPHOS) is an active metabolic pathway in many cancers. RNA from pretreatment biopsies from patients with triple-negative breast cancer (TNBC) who received neoadjuvant chemotherapy demonstrated that the top canonical pathway associated with worse outcome was higher expression of OXPHOS signature. IACS-10759, a novel inhibitor of OXPHOS, stabilized growth in multiple TNBC patient-derived xenografts (PDX). On gene expression profiling, all of the sensitive models displayed a basal-like 1 TNBC subtype. Expression of mitochondrial genes was significantly higher in sensitive PDXs. An in vivo functional genomics screen to identify synthetic lethal targets in tumors treated with IACS-10759 found several potential targets, including CDK4. We validated the antitumor efficacy of the combination of palbociclib, a CDK4/6 inhibitor, and IACS-10759 in vitro and in vivo. In addition, the combination of IACS-10759 and multikinase inhibitor cabozantinib had improved antitumor efficacy. Taken together, our data suggest that OXPHOS is a metabolic vulnerability in TNBC that may be leveraged with novel therapeutics in combination regimens. SIGNIFICANCE: These findings suggest that triple-negative breast cancer is highly reliant on OXPHOS and that inhibiting OXPHOS may be a novel approach to enhance efficacy of several targeted therapies.
Collapse
Affiliation(s)
- Kurt W Evans
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Erkan Yuca
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Stephen S Scott
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ming Zhao
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Natalia Paez Arango
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christian X Cruz Pico
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Turcin Saridogan
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Maryam Shariati
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Caleb A Class
- Department of Bioinformatics and Computational Science, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christopher A Bristow
- TRACTION Platform, Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christopher P Vellano
- TRACTION Platform, Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiaofeng Zheng
- Department of Bioinformatics and Computational Science, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ana Maria Gonzalez-Angulo
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiaoping Su
- Department of Bioinformatics and Computational Science, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Coya Tapia
- Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ken Chen
- The Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Argun Akcakanat
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Bora Lim
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Debu Tripathy
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Timothy A Yap
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Maria Emilia Di Francesco
- Institute for Applied Cancer Science, Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Giulio F Draetta
- Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Philip Jones
- Institute for Applied Cancer Science, Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Timothy P Heffernan
- TRACTION Platform, Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Joseph R Marszalek
- TRACTION Platform, Therapeutics Discovery Division, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Funda Meric-Bernstam
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
| |
Collapse
|
2
|
Akcakanat A, Zheng X, Cruz Pico CX, Kim TB, Chen K, Korkut A, Sahin A, Holla V, Tarco E, Singh G, Damodaran S, Mills GB, Gonzalez-Angulo AM, Meric-Bernstam F. Genomic, Transcriptomic, and Proteomic Profiling of Metastatic Breast Cancer. Clin Cancer Res 2021; 27:3243-3252. [PMID: 33782032 PMCID: PMC8172429 DOI: 10.1158/1078-0432.ccr-20-4048] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 12/10/2020] [Accepted: 03/26/2021] [Indexed: 12/28/2022]
Abstract
PURPOSE Metastatic breast cancer (MBC) is not curable and there is a growing interest in personalized therapy options. Here we report molecular profiling of MBC focusing on molecular evolution in actionable alterations. EXPERIMENTAL DESIGN Sixty-two patients with MBC were included. An analysis of DNA, RNA, and functional proteomics was done, and matched primary and metastatic tumors were compared when feasible. RESULTS Targeted exome sequencing of 41 tumors identified common alterations in TP53 (21; 51%) and PIK3CA (20; 49%), as well as alterations in several emerging biomarkers such as NF1 mutations/deletions (6; 15%), PTEN mutations (4; 10%), and ARID1A mutations/deletions (6; 15%). Among 27 hormone receptor-positive patients, we identified MDM2 amplifications (3; 11%), FGFR1 amplifications (5; 19%), ATM mutations (2; 7%), and ESR1 mutations (4; 15%). In 10 patients with matched primary and metastatic tumors that underwent targeted exome sequencing, discordances in actionable alterations were common, including NF1 loss in 3 patients, loss of PIK3CA mutation in 1 patient, and acquired ESR1 mutations in 3 patients. RNA sequencing in matched samples confirmed loss of NF1 expression with genomic NF1 loss. Among 33 patients with matched primary and metastatic samples that underwent RNA profiling, 14 actionable genes were differentially expressed, including antibody-drug conjugate targets LIV-1 and B7-H3. CONCLUSIONS Molecular profiling in MBC reveals multiple common as well as less frequent but potentially actionable alterations. Genomic and transcriptional profiling demonstrates intertumoral heterogeneity and potential evolution of actionable targets with tumor progression. Further work is needed to optimize testing and integrated analysis for treatment selection.
Collapse
Affiliation(s)
- Argun Akcakanat
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiaofeng Zheng
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Christian X Cruz Pico
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Tae-Beom Kim
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Ken Chen
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Anil Korkut
- Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Aysegul Sahin
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Vijaykumar Holla
- Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Emily Tarco
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Gopal Singh
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Senthil Damodaran
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Gordon B Mills
- Department of Cell, Developmental and Cancer Biology, Department of Medicine, Oregon Health and Science University, Portland, Oregon
- Precision Oncology, Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon
| | - Ana Maria Gonzalez-Angulo
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Funda Meric-Bernstam
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, Texas.
- Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| |
Collapse
|
3
|
Xing Y, Lin NU, Mauer M, Chen H, Mahvash A, Sahin A, Akcakanat A, Li Y, Abraham V, Litton J, Chavez-McGregor M, Valero V, Piha-Paul SA, Hong D, Do KA, Tarco E, Riall D, Eterovic KA, Cantley L, Mills GB, Doyle LA, Winer E, Hortobagyi G, Gonzalez-Angulo AM, Meric-Bernstam F. Abstract B24: Phase II trial of AKT inhibitor MK-2206 in patients with advanced breast cancer who have tumors with PIK3CA or AKT mutations, and/or PTEN loss/PTEN mutation. Mol Cancer Res 2020. [DOI: 10.1158/1557-3125.pi3k-mtor18-b24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The PI3K/AKT pathway is activated through PIK3CA or AKT1 mutations and PTEN loss in breast cancer. We conducted a phase II trial with an allosteric AKT Inhibitor MK-2206 in patients with advanced breast cancer who had tumors with PIK3CA/AKT1 mutations and/or PTEN loss/mutation.
Methods: The primary endpoint was objective response rate (ORR). Secondary endpoints were 6-month progression-free survival (6m PFS), predictive and pharmacodynamic markers, safety and tolerability. Patients had pretreatment and on-treatment biopsies as well as collection of peripheral blood mononuclear cells (PBMC) and platelet-rich plasma (PRP). Next-generation sequencing, immunohistochemistry and reverse phase protein arrays (RPPA) were performed.
Results: Twenty-seven patients received MK-2206. Eighteen patients were enrolled into the PIK3CA/AKT1 mutation arm (cohort A): 13 had PIK3CA mutations, four had AKT1 mutations and one had a PIK3CA mutation as well as PTEN loss. ORR and 6m PFS were both 5.6% (1/18), with one patient with HR+ breast cancer and a PIK3CA E542K mutation experiencing a partial response (on treatment for 36 weeks). Nine patients were enrolled on the PTEN loss/mutation arm (cohort B). ORR was 0% and 6m PFS was 11% (1/9), observed in a patient with triple-negative breast cancer and PTEN loss. The study was stopped early due to futility. The most common adverse events were fatigue (48%) and rash (44%). On pretreatment biopsy, PIK3CA and AKT1 mutation status was concordant with archival tissue testing. However, two patients with PTEN loss based on archival testing had PTEN expression on the pretreatment biopsy. MK-2206 treatment was associated with a significant decline in pAKT S473 and pAKT T308 and PI3K activation score in PBMC and PRPs, but not in tumor biopsies. By IHC, there was no significant decrease in median pAKT S473 or Ki-67 staining, but a drop was observed in both responders.
Conclusions: MK-2206 monotherapy had limited clinical activity in advanced breast cancer patients selected for PIK3CA/AKT1 or PTEN mutations or PTEN loss. This may, in part, be due to inadequate target inhibition at tolerable doses in heavily pretreated patients with pathway activation, as well as tumor heterogeneity and evolution in markers such as PTEN conferring challenges in patient selection.
Citation Format: Yan Xing, Nancy U. Lin, Mathew Mauer, Huiqin Chen, Armeen Mahvash, Aysegul Sahin, Argun Akcakanat, Yisheng Li, Vandana Abraham, Jennifer Litton, Mariana Chavez-McGregor, Vicente Valero, Sarina A. Piha-Paul, David Hong, Kim-Anh Do, Emily Tarco, Dianna Riall, Karina Agda Eterovic, Lewis Cantley, Gordon B. Mills, L. Austin Doyle, Eric Winer, Gabriel Hortobagyi, Ana Maria Gonzalez-Angulo, Funda Meric-Bernstam. Phase II trial of AKT inhibitor MK-2206 in patients with advanced breast cancer who have tumors with PIK3CA or AKT mutations, and/or PTEN loss/PTEN mutation [abstract]. In: Proceedings of the AACR Special Conference on Targeting PI3K/mTOR Signaling; 2018 Nov 30-Dec 8; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Res 2020;18(10_Suppl):Abstract nr B24.
Collapse
Affiliation(s)
- Yan Xing
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | | | | | - Huiqin Chen
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | - Armeen Mahvash
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | - Aysegul Sahin
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | - Argun Akcakanat
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | - Yisheng Li
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | | | - Jennifer Litton
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | | | - Vicente Valero
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | | | - David Hong
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | - Kim-Anh Do
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | - Emily Tarco
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | - Dianna Riall
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | | | | | - Gordon B. Mills
- 1The University of Texas MD Anderson Cancer Center, Houston, TX,
| | | | - Eric Winer
- 2Dana-Farber Cancer Institute, Boson, MA,
| | | | | | | |
Collapse
|
4
|
Evans K, Moulder S, Yuca E, Scott S, Arango NP, Shariati M, Vellano CP, Saridogan T, Zheng X, Gonzalez-Angulo AM, Zhao M, Su X, Tapia C, Chen K, Akcakanat A, Perou CM, Lim B, Tripathy D, Yap TA, Francesco MED, Draetta G, Jones P, Marszalek J, Meric-Bernstam F. Abstract C016: Oxidative phosphorylation is a metabolic vulnerability in chemotherapy resistant triple negative breast cancer. Mol Cancer Ther 2019. [DOI: 10.1158/1535-7163.targ-19-c016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
There is a pressing need to identify improved therapies for triple negative breast cancers (TNBC) resistant to standard chemotherapy. To identify potential molecular targets, we performed RNA sequencing of pre-treatment biopsies from 43 patients with operable TNBC who received neoadjuvant anthracycline and taxane-based chemotherapy. Ingenuity pathway analysis demonstrated that the top canonical pathway associated with higher likelihood of recurrence was higher expression of oxidative phosphorylation (OXPHOS) signature. We therefore sought to determine the efficacy of IACS-10759, a potent inhibitor of OXPHOS, in 10 TNBC patient-derived xenografts (PDX), 8 generated from chemotherapy-resistant tumors. Partial response was observed in one PDX model and prolonged disease stabilization in 5 of 10 PDXs. PDXs with higher expression of protein coding mitochondrial genes were more sensitive to IACS-10759. AXL overexpression was associated with intrinsic and acquired IACS-10759 resistance. The combination of cabozantinib, a multi-kinase inhibitor targeting AXL, with IACS-10759 significantly improved responses in TNBC PDXs. In contrast, selective AXL inhibitor BGB324 or knockdown of AXL did not enhance IACS-10759 sensitivity. In addition, an in vivo synthetic lethality screen identified CDK4, PARP1 and PARP2 as potential combination targets for IACS-10759. Palbociclib as well as talazoparib enhanced growth inhibitory effect of OXPHOS inhibition in vitro and in vivo. Our data suggests that OXPHOS is a promising target in chemoresistant TNBC. IACS-10759 is currently in Phase 1 testing, including TNBC. Further work is needed to determine the optimal biomarker-driven combination partners.
Citation Format: Kurt Evans, Stacy Moulder, Erkan Yuca, Stephen Scott, Natalia Paez Arango, Maryam Shariati, Christopher P Vellano, Turcin Saridogan, Xiaofeng Zheng, Ana Maria Gonzalez-Angulo, Ming Zhao, Xiaoping Su, Coya Tapia, Ken Chen, Argun Akcakanat, Charles M Perou, Bora Lim, Debu Tripathy, Timothy A Yap, Maria E Di Francesco, Giulio Draetta, Philip Jones, Joe Marszalek, Funda Meric-Bernstam. Oxidative phosphorylation is a metabolic vulnerability in chemotherapy resistant triple negative breast cancer [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference on Molecular Targets and Cancer Therapeutics; 2019 Oct 26-30; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2019;18(12 Suppl):Abstract nr C016. doi:10.1158/1535-7163.TARG-19-C016
Collapse
Affiliation(s)
- Kurt Evans
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stacy Moulder
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Erkan Yuca
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Scott
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | - Xiaofeng Zheng
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Ming Zhao
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xiaoping Su
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Coya Tapia
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ken Chen
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Bora Lim
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Debu Tripathy
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Timothy A Yap
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Giulio Draetta
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Philip Jones
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | - Joe Marszalek
- 1University of Texas MD Anderson Cancer Center, Houston, TX
| | | |
Collapse
|
5
|
Xing Y, Lin NU, Maurer MA, Chen H, Mahvash A, Sahin A, Akcakanat A, Li Y, Abramson V, Litton J, Chavez-MacGregor M, Valero V, Piha-Paul SA, Hong D, Do KA, Tarco E, Riall D, Eterovic AK, Wulf GM, Cantley LC, Mills GB, Doyle LA, Winer E, Hortobagyi GN, Gonzalez-Angulo AM, Meric-Bernstam F. Phase II trial of AKT inhibitor MK-2206 in patients with advanced breast cancer who have tumors with PIK3CA or AKT mutations, and/or PTEN loss/PTEN mutation. Breast Cancer Res 2019; 21:78. [PMID: 31277699 PMCID: PMC6612080 DOI: 10.1186/s13058-019-1154-8] [Citation(s) in RCA: 135] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2018] [Accepted: 05/15/2019] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND The PI3K/AKT pathway is activated through PIK3CA or AKT1 mutations and PTEN loss in breast cancer. We conducted a phase II trial with an allosteric AKT inhibitor MK-2206 in patients with advanced breast cancer who had tumors with PIK3CA/AKT1 mutations and/or PTEN loss/mutation. METHODS The primary endpoint was objective response rate (ORR). Secondary endpoints were 6-month progression-free survival (6 m PFS), predictive and pharmacodynamic markers, safety, and tolerability. Patients had pre-treatment and on-treatment biopsies as well as collection of peripheral blood mononuclear cells (PBMC) and platelet-rich plasma (PRP). Next-generation sequencing, immunohistochemistry, and reverse phase protein arrays (RPPA) were performed. RESULTS Twenty-seven patients received MK-2206. Eighteen patients were enrolled into the PIK3CA/AKT1 mutation arm (cohort A): 13 had PIK3CA mutations, four had AKT1 mutations, and one had a PIK3CA mutation as well as PTEN loss. ORR and 6 m PFS were both 5.6% (1/18), with one patient with HR+ breast cancer and a PIK3CA E542K mutation experiencing a partial response (on treatment for 36 weeks). Nine patients were enrolled on the PTEN loss/mutation arm (cohort B). ORR was 0% and 6 m PFS was 11% (1/9), observed in a patient with triple-negative breast cancer and PTEN loss. The study was stopped early due to futility. The most common adverse events were fatigue (48%) and rash (44%). On pre-treatment biopsy, PIK3CA and AKT1 mutation status was concordant with archival tissue testing. However, two patients with PTEN loss based on archival testing had PTEN expression on the pre-treatment biopsy. MK-2206 treatment was associated with a significant decline in pAKT S473 and pAKT T308 and PI3K activation score in PBMC and PRPs, but not in tumor biopsies. By IHC, there was no significant decrease in median pAKT S473 or Ki-67 staining, but a drop was observed in both responders. CONCLUSIONS MK-2206 monotherapy had limited clinical activity in advanced breast cancer patients selected for PIK3CA/AKT1 or PTEN mutations or PTEN loss. This may, in part, be due to inadequate target inhibition at tolerable doses in heavily pre-treated patients with pathway activation, as well as tumor heterogeneity and evolution in markers such as PTEN conferring challenges in patient selection. TRIAL REGISTRATION ClinicalTrials.gov, NCT01277757 . Registered 13 January 2011.
Collapse
Affiliation(s)
- Yan Xing
- Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Nancy U Lin
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02215, USA
| | - Matthew A Maurer
- Columbia University, New York, NY, 10027, USA
- Present address: Bristol-Myers Squibb, Princeton, NJ, 08540, USA
| | - Huiqin Chen
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Armeen Mahvash
- Interventional Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Aysegul Sahin
- Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Argun Akcakanat
- Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Yisheng Li
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | | | - Jennifer Litton
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Mariana Chavez-MacGregor
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
- Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Vicente Valero
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Sarina A Piha-Paul
- Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - David Hong
- Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Kim-Anh Do
- Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Emily Tarco
- Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Dianna Riall
- IND Office, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Agda Karina Eterovic
- Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | - Gerburg M Wulf
- Department of Medicine, Beth Israel Deaconess Medical Center and Dana Farber Harvard Cancer Center, Boston, MA, 02215, USA
| | | | - Gordon B Mills
- Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | | | - Eric Winer
- Department of Medical Oncology, Dana Farber Cancer Institute, Boston, MA, 02215, USA
| | - Gabriel N Hortobagyi
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA
| | | | - Funda Meric-Bernstam
- Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
- The Sheikh Khalifa Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030, USA.
- Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA.
| |
Collapse
|
6
|
Arango NP, Yuca E, Zhao M, Evans KW, Scott S, Kim C, Gonzalez-Angulo AM, Janku F, Ueno NT, Tripathy D, Akcakanat A, Naing A, Meric-Bernstam F. Selinexor (KPT-330) demonstrates anti-tumor efficacy in preclinical models of triple-negative breast cancer. Breast Cancer Res 2017; 19:93. [PMID: 28810913 PMCID: PMC5557476 DOI: 10.1186/s13058-017-0878-6] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Accepted: 07/07/2017] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Selinexor (KPT-330) is an oral agent that has been shown to inhibit the nuclear exporter XPO1. Given the pressing need for novel therapies for triple-negative breast cancer (TNBC), we sought to determine the antitumor effects of selinexor in vitro and in vivo. METHODS Twenty-six breast cancer cell lines of different breast cancer subtypes were treated with selinexor in vitro. Cell proliferation assays were used to measure the half-maximal inhibitory concentration (IC50) and to test the effects in combination with chemotherapy. In vivo efficacy was tested both as a single agent and in combination therapy in TNBC patient-derived xenografts (PDXs). RESULTS Selinexor demonstrated growth inhibition in all 14 TNBC cell lines tested; TNBC cell lines were more sensitive to selinexor (median IC50 44 nM, range 11 to 550 nM) than were estrogen receptor (ER)-positive breast cancer cell lines (median IC50 > 1000 nM, range 40 to >1000 nM; P = 0.017). In multiple TNBC cell lines, selinexor was synergistic with paclitaxel, carboplatin, eribulin, and doxorubicin in vitro. Selinexor as a single agent reduced tumor growth in vivo in four of five different TNBC PDX models, with a median tumor growth inhibition ratio (T/C: treatment/control) of 42% (range 31 to 73%) and demonstrated greater antitumor efficacy in combination with paclitaxel or eribulin (average T/C ratios of 27% and 12%, respectively). CONCLUSIONS Collectively, these findings strongly suggest that selinexor is a promising therapeutic agent for TNBC as a single agent and in combination with standard chemotherapy.
Collapse
Affiliation(s)
- Natalia Paez Arango
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Houston, TX, 77030, USA
| | - Erkan Yuca
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA
| | - Ming Zhao
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA
| | - Kurt W Evans
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA
| | - Stephen Scott
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA
| | - Charissa Kim
- Department of Genetics, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, USA
| | - Ana Maria Gonzalez-Angulo
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, USA
| | - Filip Janku
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA
| | - Naoto T Ueno
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, USA
| | - Debu Tripathy
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX, USA
| | - Argun Akcakanat
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA
| | - Aung Naing
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA
| | - Funda Meric-Bernstam
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Houston, TX, 77030, USA. .,Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, 1400 Holcombe Boulevard, Unit 455, Houston, TX, 77030, USA. .,The Sheikh Bin Zayed Al Nahyan Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, 1400 Pressler Boulevard, Unit 455, Houston, TX, 77030, USA. .,Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, 1400 Pressler Boulevard, Unit 455, Houston, TX, 77030, USA.
| |
Collapse
|
7
|
Meric-Bernstam F, Evans K, Zheng X, Su X, Yuca E, Scott S, Akcakanat A, Ueno N, Lim B, Litton J, Valero V, Symmans F, Hortobagyi G, Perou C, Tripathy D, Draetta G, Marszalek J, Gonzalez-Angulo AM, Moulder S. Abstract 4970: Oxidative phosphorylation as a target in triple negative breast cancer therapy. Cancer Res 2017. [DOI: 10.1158/1538-7445.am2017-4970] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Altered cellular metabolism is a hallmark of cancer. It is increasingly recognized that selected tumors are dependent on oxidative phosphorylation (OXPHOS). However, the role of OXPHOS in TNBC is not well understood. We performed RNA sequencing in pre-treatment biopsies from 43 patients with operable triple negative breast cancer (TNBC) who received sequential taxane- and anthracycline-based neoadjuvant chemotherapy. At a median follow-up of 63 months, 14 patients recurred and 12 patients died. At a false discovery rate of 0.05, 33 genes were differentially expressed between the patients who did and did not have a subsequent recurrence. Ingenuity pathway analysis demonstrated that one of the top canonical pathways that differed was higher expression of oxidative phosphorylation signature (p=5.89E-0.7). The patients who recurred had significantly higher levels of mitochondrial genes: MT-ND1 (adjusted p or FDR-BH; q=0.007); MT-ND5 (q=0.03) and MT-ND4 (q=0.04). Further, 21 genes were differentially expressed between patients based on survival, including MT-ND5 (q=0.001); MT-ND4 (q=0.005), MT-ND4L (q=0.015), MT-ND6 (q=0.018), and MT-ATP6 (P=0.03). Top canonical pathway that was differentially expressed based on survival was oxidative phosphorylation (p=9.98E-10). We therefore sought to determine the efficacy of IACS-10759, a novel inhibitor of OXPHOS, in 10 different TNBC patient-derived xenografts representing different gene expression based Lehmann TNBC subtypes. Growth inhibition was observed in multiple subtypes, with regression in one basal-like 1(BL1) 1 model, and stabilization of growth in multiple BL1 and immunomodulatory expression subtypes. Taken together, our data suggests that high OXPHOS is associated with higher recurrence and lower survival. OXPHOS is a promising target in several TNBC subtypes. A Phase I trial of IACS-10759, a potent inhibitor of complex I of oxidative phosphorylation, in leukemia is ongoing and planned in TNBC and other solid tumors.
Citation Format: Funda Meric-Bernstam, Kurt Evans, Xiaofeng Zheng, Xiaoping Su, Erkan Yuca, Stephen Scott, Argun Akcakanat, Naoto Ueno, Bora Lim, Jennifer Litton, Vicente Valero, Fraser Symmans, Gabriel Hortobagyi, Charles Perou, Debu Tripathy, Guilio Draetta, Joe Marszalek, Ana Maria Gonzalez-Angulo, Stacy Moulder. Oxidative phosphorylation as a target in triple negative breast cancer therapy [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2017; 2017 Apr 1-5; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2017;77(13 Suppl):Abstract nr 4970. doi:10.1158/1538-7445.AM2017-4970
Collapse
Affiliation(s)
| | - Kurt Evans
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xiaofeng Zheng
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Xiaoping Su
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Erkan Yuca
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Stephen Scott
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Argun Akcakanat
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Naoto Ueno
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Bora Lim
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Jennifer Litton
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Vicente Valero
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Fraser Symmans
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | - Debu Tripathy
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Guilio Draetta
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Joe Marszalek
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - Stacy Moulder
- 1The University of Texas MD Anderson Cancer Center, Houston, TX
| |
Collapse
|
8
|
Harano K, Lei X, Gonzalez-Angulo AM, Murthy RK, Valero V, Mittendorf EA, Ueno NT, Hortobagyi GN, Chavez-MacGregor M. Clinicopathological and surgical factors associated with long-term survival in patients with HER2-positive metastatic breast cancer. Breast Cancer Res Treat 2016; 159:367-74. [PMID: 27522517 DOI: 10.1007/s10549-016-3933-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 07/29/2016] [Indexed: 10/21/2022]
Abstract
Trastuzumab-based treatment has dramatically improved the outcomes of HER2-positive (HER2+) metastatic breast cancer (MBC) patients, with some patients achieving prolonged survival times. In this study, we aim to identify factors that are associated with long-term survival. Patients with HER2+ MBC treated with anti-HER2 target therapy were identified. Patients were grouped according to overall survival (OS) and categorized as long-term survivors (LTS, OS ≥ 5 years), or non-long-term survivors (non-LTS, OS < 5 years). Descriptive statistics and multivariable logistic regression modeling were used. A sensitivity analysis was carried out, including only patients diagnosed before 2007; therefore, 5 years of potential follow-up was possible. 1063 patients with HER2+ MBC diagnosed between 1994 and 2012 and treated with anti-HER2 therapy were identified. Among them, 154 (14.5 %) patients were categorized as LTS (median OS 92.2 months). Among LTS, 63.4 % were HR-positive and 32 % had de novo stage IV disease. Hormone receptor positivity (OR) 1.69; 95 % CI 1.17-2.44), resection of metastases (OR 2.38; 95 % CI 1.53-3.69), and primary breast surgery in patients with de novo stage IV (OR 2.88; 95 % CI 1.47-5.66) were associated with improved long-term survival. Greater number of metastatic sites (≥3 vs. 1, OR 0.41; 95 % CI 0.23-0.72) and visceral metastases (OR 0.61; 95 % CI 0.4-0.91) were associated with poor survival. Hormone receptor positivity, low burden of disease, metastasis to soft and bone tissues, and surgical management with resection of the metastatic site and the primary tumor were associated with long-term survival in patients with MBC who received anti-HER2 treatment.
Collapse
Affiliation(s)
- K Harano
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - X Lei
- Division of Cancer Prevention, Department of Health Services Research, The University of Texas MD Anderson Cancer Center, FCT9.5024, 1515 Holcombe Blvd. Unit Number: 1444, Houston, TX, 77030, USA
| | | | - R K Murthy
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - V Valero
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - E A Mittendorf
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - N T Ueno
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - G N Hortobagyi
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - M Chavez-MacGregor
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. .,Division of Cancer Prevention, Department of Health Services Research, The University of Texas MD Anderson Cancer Center, FCT9.5024, 1515 Holcombe Blvd. Unit Number: 1444, Houston, TX, 77030, USA.
| |
Collapse
|
9
|
Trapé AP, Liu S, Cortes AC, Ueno NT, Gonzalez-Angulo AM. Effects of CDK4/6 Inhibition in Hormone Receptor-Positive/Human Epidermal Growth Factor Receptor 2-Negative Breast Cancer Cells with Acquired Resistance to Paclitaxel. J Cancer 2016; 7:947-56. [PMID: 27313785 PMCID: PMC4910587 DOI: 10.7150/jca.14441] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 03/21/2016] [Indexed: 02/06/2023] Open
Abstract
Among patients with hormone receptor (HR)-positive breast cancer, those with residual disease after neoadjuvant chemotherapy have a higher risk of relapse and poorer survival than those with a complete response. Previous studies have revealed a correlation between activation of cell cycle-regulating pathways in HR-positive breast cancer, particularly cyclin-dependent kinase (CDK) 4 and 6/cyclin D1 signaling, and resistance to standard therapies. Although CDK4/6 inhibition by palbociclib in combination with endocrine therapy has shown potent antiproliferative effects in HR-positive/human epidermal growth factor receptor 2 (HER2)-negative breast cancer, the potential role of palbociclib in re-sensitizing chemotherapy-resistant HR-positive breast cancer is not well defined. We hypothesized that CDK4/6 inhibition by palbociclib re-sensitizes HR-positive/HER2-negative residual breast cancer to taxane-based adjuvant therapy. Using cell counting, flow cytometry, and western blotting, we evaluated the efficacy of palbociclib alone and in concurrent or sequential combination with paclitaxel in parental and paclitaxel-resistant T47D HR-positive/HER2-negative breast cancer cells. The CDK4/6 pathway was constitutively active in both parental and paclitaxel-resistant T47D cells; thus, both cell types were highly sensitive to the inhibitory effects of single-agent palbociclib on cell growth and cell cycle progression. However, palbociclib did not re-sensitize resistant cells to paclitaxel-induced G2/M arrest and cell death in any of the combinations tested. Our results suggest that CDK4/6 inhibition by palbociclib does not re-sensitize HR-positive/HER2-negative residual breast cancer to chemotherapy. Nevertheless, the fact that CDK4/6 activation remained intact in paclitaxel-resistant cells indicates that patients who have HR-positive/HER2-negative residual disease after taxane-based neoadjuvant chemotherapy may still benefit from palbociclib in combination with other regimens, such as endocrine therapies, for adjuvant therapy.
Collapse
Affiliation(s)
- Adriana Priscila Trapé
- 1. Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Shuying Liu
- 1. Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Andrea Carolina Cortes
- 2. Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Naoto T Ueno
- 1. Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | - Ana Maria Gonzalez-Angulo
- 1. Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| |
Collapse
|
10
|
McAuliffe PF, Evans KW, Akcakanat A, Chen K, Zheng X, Zhao H, Eterovic AK, Sangai T, Holder AM, Sharma C, Chen H, Do KA, Tarco E, Gagea M, Naff KA, Sahin A, Multani AS, Black DM, Mittendorf EA, Bedrosian I, Mills GB, Gonzalez-Angulo AM, Meric-Bernstam F. Ability to Generate Patient-Derived Breast Cancer Xenografts Is Enhanced in Chemoresistant Disease and Predicts Poor Patient Outcomes. PLoS One 2015; 10:e0136851. [PMID: 26325287 PMCID: PMC4556673 DOI: 10.1371/journal.pone.0136851] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 07/20/2015] [Indexed: 12/23/2022] Open
Abstract
Background Breast cancer patients who are resistant to neoadjuvant chemotherapy (NeoCT) have a poor prognosis. There is a pressing need to develop in vivo models of chemo resistant tumors to test novel therapeutics. We hypothesized that patient-derived breast cancer xenografts (BCXs) from chemo- naïve and chemotherapy-exposed tumors can provide high fidelity in vivo models for chemoresistant breast cancers. Methods Patient tumors and BCXs were characterized with short tandem repeat DNA fingerprinting, reverse phase protein arrays, molecular inversion probe arrays, and next generation sequencing. Results Forty-eight breast cancers (24 post-chemotherapy, 24 chemo-naïve) were implanted and 13 BCXs were established (27%). BCX engraftment was higher in TNBC compared to hormone-receptor positive cancer (53.8% vs. 15.6%, p = 0.02), in tumors from patients who received NeoCT (41.7% vs. 8.3%, p = 0.02), and in patients who had progressive disease on NeoCT (85.7% vs. 29.4%, p = 0.02). Twelve patients developed metastases after surgery; in five, BCXs developed before distant relapse. Patients whose tumors developed BCXs had a lower recurrence-free survival (p = 0.015) and overall survival (p<0.001). Genomic losses and gains could be detected in the BCX, and three models demonstrated a transformation to induce mouse tumors. However, overall, somatic mutation profiles including potential drivers were maintained upon implantation and serial passaging. One BCX model was cultured in vitro and re-implanted, maintaining its genomic profile. Conclusions BCXs can be established from clinically aggressive breast cancers, especially in TNBC patients with poor response to NeoCT. Future studies will determine the potential of in vivo models for identification of genotype-phenotype correlations and individualization of treatment.
Collapse
Affiliation(s)
- Priscilla F. McAuliffe
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Kurt W. Evans
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Argun Akcakanat
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Ken Chen
- Department of Bioinformatics and Computational Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Xiaofeng Zheng
- Department of Bioinformatics and Computational Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Hao Zhao
- Department of Bioinformatics and Computational Science, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Agda Karina Eterovic
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Takafumi Sangai
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Ashley M. Holder
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Chandeshwar Sharma
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Huiqin Chen
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Kim-Anh Do
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Emily Tarco
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Mihai Gagea
- Department of Veterinary Medicine and Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Katherine A. Naff
- Department of Veterinary Medicine and Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Aysegul Sahin
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Asha S. Multani
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Dalliah M. Black
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Elizabeth A. Mittendorf
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Isabelle Bedrosian
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Gordon B. Mills
- Department of Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Ana Maria Gonzalez-Angulo
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
| | - Funda Meric-Bernstam
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
- Department of Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
- * E-mail:
| |
Collapse
|
11
|
Hughes R, Qian BZ, Rowan C, Muthana M, Keklikoglou I, Olson OC, Tazzyman S, Danson S, Addison C, Clemons M, Gonzalez-Angulo AM, Joyce JA, De Palma M, Pollard JW, Lewis CE. Perivascular M2 Macrophages Stimulate Tumor Relapse after Chemotherapy. Cancer Res 2015; 75:3479-91. [PMID: 26269531 PMCID: PMC5024531 DOI: 10.1158/0008-5472.can-14-3587] [Citation(s) in RCA: 334] [Impact Index Per Article: 37.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 07/10/2015] [Indexed: 11/16/2022]
Abstract
Tumor relapse after chemotherapy-induced regression is a major clinical problem, because it often involves inoperable metastatic disease. Tumor-associated macrophages (TAM) are known to limit the cytotoxic effects of chemotherapy in preclinical models of cancer. Here, we report that an alternatively activated (M2) subpopulation of TAMs (MRC1(+)TIE2(Hi)CXCR4(Hi)) accumulate around blood vessels in tumors after chemotherapy, where they promote tumor revascularization and relapse, in part, via VEGF-A release. A similar perivascular, M2-related TAM subset was present in human breast carcinomas and bone metastases after chemotherapy. Although a small proportion of M2 TAMs were also present in hypoxic tumor areas, when we genetically ablated their ability to respond to hypoxia via hypoxia-inducible factors 1 and 2, tumor relapse was unaffected. TAMs were the predominant cells expressing immunoreactive CXCR4 in chemotherapy-treated mouse tumors, with the highest levels expressed by MRC1(+) TAMs clustering around the tumor vasculature. Furthermore, the primary CXCR4 ligand, CXCL12, was upregulated in these perivascular sites after chemotherapy, where it was selectively chemotactic for MRC1(+) TAMs. Interestingly, HMOX-1, a marker of oxidative stress, was also upregulated in perivascular areas after chemotherapy. This enzyme generates carbon monoxide from the breakdown of heme, a gas known to upregulate CXCL12. Finally, pharmacologic blockade of CXCR4 selectively reduced M2-related TAMs after chemotherapy, especially those in direct contact with blood vessels, thereby reducing tumor revascularization and regrowth. Our studies rationalize a strategy to leverage chemotherapeutic efficacy by selectively targeting this perivascular, relapse-promoting M2-related TAM cell population.
Collapse
MESH Headings
- Animals
- Breast Neoplasms/drug therapy
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Carcinoma, Lewis Lung/drug therapy
- Carcinoma, Lewis Lung/genetics
- Carcinoma, Lewis Lung/pathology
- Chemokine CXCL12/biosynthesis
- Chemokine CXCL12/genetics
- Female
- Gene Expression Regulation, Neoplastic
- Humans
- Macrophages/metabolism
- Macrophages/pathology
- Mice
- Neoplasm Recurrence, Local/drug therapy
- Neoplasm Recurrence, Local/genetics
- Neoplasm Recurrence, Local/pathology
- Neoplasms, Experimental/drug therapy
- Neoplasms, Experimental/genetics
- Neoplasms, Experimental/pathology
- Neovascularization, Pathologic/drug therapy
- Neovascularization, Pathologic/genetics
- Receptors, CXCR4/antagonists & inhibitors
- Receptors, CXCR4/biosynthesis
- Receptors, CXCR4/genetics
- Signal Transduction/drug effects
- Tamoxifen/administration & dosage
- Vascular Endothelial Growth Factor A/biosynthesis
- Vascular Endothelial Growth Factor A/genetics
Collapse
Affiliation(s)
- Russell Hughes
- Department of Oncology, University of Sheffield Medical School, Sheffield, United Kingdom
| | - Bin-Zhi Qian
- MRC Centre for Reproductive Health, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, United Kingdom
| | - Charlotte Rowan
- Department of Oncology, University of Sheffield Medical School, Sheffield, United Kingdom
| | - Munitta Muthana
- Department of Oncology, University of Sheffield Medical School, Sheffield, United Kingdom
| | - Ioanna Keklikoglou
- Swiss Institute for Experimental Cancer Research (ISREC), School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Oakley C Olson
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Simon Tazzyman
- Department of Oncology, University of Sheffield Medical School, Sheffield, United Kingdom
| | - Sarah Danson
- Department of Oncology, University of Sheffield Medical School, Sheffield, United Kingdom
| | - Christina Addison
- Cancer Therapeutics Program, Ottawa Hospital Research Institute, and Department of Medicine, University of Ottawa, Ontario, Canada
| | - Mark Clemons
- Cancer Therapeutics Program, Ottawa Hospital Research Institute, and Department of Medicine, University of Ottawa, Ontario, Canada
| | | | - Johanna A Joyce
- Cancer Biology and Genetics Program, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Michele De Palma
- Swiss Institute for Experimental Cancer Research (ISREC), School of Life Sciences, École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Jeffrey W Pollard
- MRC Centre for Reproductive Health, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, Scotland, United Kingdom. Department of Developmental and Molecular Biology, Albert Einstein College of Medicine, New York, New York
| | - Claire E Lewis
- Department of Oncology, University of Sheffield Medical School, Sheffield, United Kingdom.
| |
Collapse
|
12
|
Castaneda Altamirano C, Mittendorf EA, Arboleda Ezcurra P, Casavilca Zambrano S, Nunez Butron MT, Wu Y, Castillo Garcia M, Rojas KI, Villegas Bernaola V, Belmar Lopez C, Dolores Cerna K, Gomez HL, Abugattas Saba JE, Cotrina JM, Gonzalez-Angulo AM, Vidaurre T. Comprehensive analysis of variation of tumor infiltrating lymphocytes during neoadjuvant chemotherapy in triple-negative breast cancer. J Clin Oncol 2015. [DOI: 10.1200/jco.2015.33.15_suppl.3035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | | | | | | | | | - Yun Wu
- The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
13
|
Gonzalez-Angulo AM, Lluch A, Eterovic AK, Guerrero A, Zheng X, Perez R, Liu S, Chacón JI, Chen K, Antolin S, Mills GB, Ferrer J, Burgues O, Bermejo B, Munoz E, Caballero R, Carrasco E, Martinez E, Meric-Bernstam F. Abstract PD3-6: ConvertHER: Evolution of genomic alterations from primary to metastatic breast cancer. Cancer Res 2015. [DOI: 10.1158/1538-7445.sabcs14-pd3-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Changes in breast cancer receptor status over disease progression and treatment have been described to a point that could alter response to therapy. There is growing interest in delivering biomarker/genomically-based targeted therapies. We aimed to determine the concordance of genomic alterations between primary (P) and metastatic (M) breast cancer in a prospective collection study.
Methods: Targeted capture and next-generation sequencing was performed on formalin-fixed paraffin-embedded (FFPE) samples, profiling 202 cancer relevant genes in 61 pairs (primary and corresponding recurrence/metastasis). Tumors were classified at baseline as [hormone receptor (HR)+/HER2-, HR+/HER2+, HER-/HER2+, and triple negative breast cancer (TNBC)]. We aligned data to human reference assembly hg19 using Burrows-Wheeler Aligner's (BWA) and removed duplicated reads. We identified somatic mutations variants and called copy number alterations (CNA) using an algorithm which reports gain or loss status of each exon. Alterations potentially targetable with established or investigational therapeutics were considered "actionable."
Results: Of the 61 cases, 15% changed breast cancer subtype. Of 747 mutations detected in 156 genes, 309 (41%) were discordant. Median number of mutations were 10 (range 6-11) in P and 8 (range 6-10) in M. Most common mutations occurred at NOTCH2, PCLO, MAP3K1, MLL3, NOTCH4, CRIPAK, TP53, PIK3CACSMD1, and FLG. Mutations were less common in HR-/HER2+ tumors in both P and M. Mutation discordance was not different in cases of changed breast cancer subtype (P=.31). Of 986 CNA detected in 173 genes, 758 (77%) were discordant. There was an increased frequency of EGFR1, ERBB2, FGFR3, CRIPAK, MEN1 and WT1 amplifications in M. CNA were less common in HR-/HER2+ tumors in both P and M. CNA discordances were more common in cases of changed breast cancer subtype (P<.0001) and driven by HER2- tumors. Fifty-eight (95%) patients had actionable alterations that could inform targeted treatment options.
Conclusion: Deep targeted exome sequencing of cancer-related genes revealed potentially targeted alterations. We found 41% and 77% mutation and CNA discordance between P and M. CNA were more common when breast cancer subtype changed.
Citation Format: Ana Maria Gonzalez-Angulo, Ana Lluch, Agda K Eterovic, Angel Guerrero, Xiaofeng Zheng, Ramon Perez, Shuying Liu, José I Chacón, Ken Chen, Silvia Antolin, Gordon B Mills, Jaime Ferrer, Octavio Burgues, Begona Bermejo, Elia Munoz, Rosalia Caballero, Eva Carrasco, Eduardo Martinez, Funda Meric-Bernstam. ConvertHER: Evolution of genomic alterations from primary to metastatic breast cancer [abstract]. In: Proceedings of the Thirty-Seventh Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2014 Dec 9-13; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2015;75(9 Suppl):Abstract nr PD3-6.
Collapse
Affiliation(s)
| | - Ana Lluch
- 2INCLIVA BioMedical Research Institute, Hospital Clínico de Valencia
| | | | | | | | | | - Shuying Liu
- 1University of Texas MD Anderson Cancer Center
| | | | - Ken Chen
- 1University of Texas MD Anderson Cancer Center
| | | | | | - Jaime Ferrer
- 2INCLIVA BioMedical Research Institute, Hospital Clínico de Valencia
| | - Octavio Burgues
- 2INCLIVA BioMedical Research Institute, Hospital Clínico de Valencia
| | - Begona Bermejo
- 2INCLIVA BioMedical Research Institute, Hospital Clínico de Valencia
| | | | | | | | | | | |
Collapse
|
14
|
Raghav KPS, Gonzalez-Angulo AM, Blumenschein GR. Role of HGF/MET axis in resistance of lung cancer to contemporary management. Transl Lung Cancer Res 2015; 1:179-93. [PMID: 25806180 DOI: 10.3978/j.issn.2218-6751.2012.09.04] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2012] [Accepted: 09/17/2012] [Indexed: 12/14/2022]
Abstract
Lung cancer is the number one cause of cancer related mortality with over 1 million cancer deaths worldwide. Numerous therapies have been developed for the treatment of lung cancer including radiation, cytotoxic chemotherapy and targeted therapies. Histology, stage of presentation and molecular aberrations are main determinants of prognosis and treatment strategy. Despite the advances that have been made, overall prognosis for lung cancer patients remains dismal. Chemotherapy and/or targeted therapy yield objective response rates of about 35% to 60% in advanced stage non-small cell lung cancer (NSCLC). Even with good initial responses, median overall survival of is limited to about 12 months. This reflects that current therapies are not universally effective and resistance develops quickly. Multiple mechanisms of resistance have been proposed and the MET/HGF axis is a potential key contributor. The proto-oncogene MET (mesenchymal-epithelial transition factor gene) and its ligand hepatocyte growth factor (HGF) interact and activate downstream signaling via the mitogen-activated protein kinase (ERK/MAPK) pathway and the phosphatidylinositol 3-kinase (PI3K/AKT) pathways that regulate gene expression that promotes carcinogenesis. Aberrant MET/HGF signaling promotes emergence of an oncogenic phenotype by promoting cellular proliferation, survival, migration, invasion and angiogenesis. The MET/HGF axis has been implicated in various tumor types including lung cancers and is associated with adverse clinicopathological profile and poor outcomes. The MET/HGF axis plays a major role in development of radioresistance and chemoresistance to platinums, taxanes, camtothecins and anthracyclines by inhibiting apoptosis via activation of PI3K-AKT pathway. DNA damage from these agents induces MET and/or HGF expression. Another resistance mechanism is inhibition of chemoradiation induced translocation of apoptosis-inducing factor (AIF) thereby preventing apoptosis. Furthermore, this MET/HGF axis interacts with other oncogenic signaling pathways such as the epidermal growth factor receptor (EGFR) pathway and the vascular endothelial growth factor receptor (VEGFR) pathway. This functional cross-talk forms the basis for the role of MET/HGF axis in resistance against anti-EGFR and anti-VEGF targeted therapies. MET and/or HGF overexpression from gene amplification and activation are mechanisms of resistance to cetuximab and EGFR-TKIs. VEGF inhibition promotes hypoxia induced transcriptional activation of MET proto-oncogene that promotes angiogenesis and confers resistance to anti-angiogenic therapy. An extensive understanding of these resistance mechanisms is essential to design combinations with enhanced cytotoxic effects. Lung cancer treatment is challenging. Current therapies have limited efficacy due to primary and acquired resistance. The MET/HGF axis plays a key role in development of this resistance. Combining MET/HGF inhibitors with chemotherapy, radiotherapy and targeted therapy holds promise for improving outcomes.
Collapse
|
15
|
Boutros C, Mazouni C, Lerebours F, Stevens D, Lei X, Gonzalez-Angulo AM, Delaloge S. A preoperative nomogram to predict the risk of synchronous distant metastases at diagnosis of primary breast cancer. Br J Cancer 2015; 112:992-7. [PMID: 25668007 PMCID: PMC4366891 DOI: 10.1038/bjc.2015.34] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2014] [Revised: 01/07/2015] [Accepted: 01/12/2015] [Indexed: 01/13/2023] Open
Abstract
Background: The detection of synchronous metastases at primary diagnosis of breast cancer (BC) affects its initial management. A risk calculator that incorporates many factors to evaluate an individual's risk of harbouring synchronous metastases would be useful to adapt cancer management. Patients and Methods: Patients with primary diagnosis of BC were identified from three institutional databases sharing homogeneous work-up recommendations. A risk score for synchronous metastases was estimated and a nomogram was constructed using the first database. Its performance was assessed by receiver characteristic (ROC) analysis. The nomogram was externally validated in the two independent cohorts. Results: A preoperative nomogram based on the clinical tumour size (P<0.001), clinical nodal status (P<0.001), oestrogen (P=0.17) and progesterone receptors (P=0.04) was developed. The nomogram accuracy was 87.3% (95% confidence interval (CI), 84.45–90.2%). Overall, the area under the ROC curve (AUC) was 86.1% for the validation set from the Institut Curie-René Huguenin, and 63.8% for the MD Anderson validation set. The negative predictive value (NPV) was high in the three cohorts (97–99%). Conclusions: We developed and validated a strong metastasis risk calculator that can evaluate with high accuracy an individual's risk of harbouring synchronous metastases at diagnosis of primary BC. Condensed abstract: A nomogram to predict synchronous metastases at diagnosis of breast cancer was developed and externally validated. This tool allows avoiding unnecessary expensive work-up.
Collapse
Affiliation(s)
- C Boutros
- Department of Breast and Medical Oncology, Institut Gustave Roussy, Villejuif 94805, France
| | - C Mazouni
- Department of Surgery, Division of Breast and Plastic Surgery, Institut Gustave Roussy, Villejuif 94805, France
| | - F Lerebours
- Department of Breast and Medical Oncology, Institut Curie, Hôpital René Huguenin, Saint-Cloud, France
| | - D Stevens
- Department of Breast and Medical Oncology, Institut Curie, Hôpital René Huguenin, Saint-Cloud, France
| | - X Lei
- Department of Biostatistics, MD Anderson Cancer Center, Houston, TX, USA
| | - A M Gonzalez-Angulo
- Department of Breast Medical Oncology, University of Texas, MD Anderson Cancer Center, Houston, TX, USA
| | - S Delaloge
- Department of Breast and Medical Oncology, Institut Gustave Roussy, Villejuif 94805, France
| |
Collapse
|
16
|
Subbiah IM, Gonzalez-Angulo AM. Advances and future directions in the targeting of HER2-positive breast cancer: implications for the future. Curr Treat Options Oncol 2014; 15:41-54. [PMID: 24323591 DOI: 10.1007/s11864-013-0262-4] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OPINION STATEMENT The natural history of HER2-positive breast cancer significantly changed in the past 15 years. Form being the most aggressive type of breast cancer, it became treatable with important cure rates. However, with new and successful drugs, resistance emerges. Progress in research and drug development continues to make available effective anti-HER2 therapies. Our challenge today is to use these tools correctly by looking at the data that support the indications of each compound and to continue clinical trial participation.
Collapse
Affiliation(s)
- Ishwaria M Subbiah
- Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030-4009, USA
| | | |
Collapse
|
17
|
McAuliffe PF, Akcakanat A, Evans K, Eterovic AK, Zhao H, Chen K, Sangai T, Chen H, Do KA, Holder AM, Sharma C, Symmans WF, Gagea M, Naff KA, Sahin A, Multani AS, Mills GB, Gonzalez-Angulo AM, Meric-Bernstam F. Abstract 1186: Patient-derived breast cancer xenografts demonstrate molecular evolution in the phosphatidylinositol 3-kinase pathway upon engraftment. Cancer Res 2014. [DOI: 10.1158/1538-7445.am2014-1186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Patients with breast cancer who do not respond to standard systemic therapy have a poor prognosis. There is a pressing need to develop in vivo models of breast cancer to test novel therapeutics. Directly implanting tumors into immunodeficient mice may more accurately recapitulate human tumor characteristics compared to cell line xenografts. We tested the feasibility of generating breast cancer xenografts (BCXs) and the effect of serial passage on tumor characteristics.
Methods: Tumors from 48 patients with breast cancer were implanted. Patient tumors and BCXs were characterized with short tandem repeat DNA fingerprinting, and a series of BCXs were characterized with next generation sequencing, molecular inversion probe arrays and reverse phase protein arrays. Results: BCXs were established in 15 (31%) of 48 patients and 13 have been serially passaged. BCX engraftment was higher in patients with triple negative compared to ER or PR+ breast cancer (11 of 18, 61% vs. 4 of 30, 13%, p=0.001), and in patients who received neoadjuvant chemotherapy (13 of 25, 52% vs. 2 of 23, 9%, p=0.002). 7 patients developed metastases after surgery; in 5, BCXs developed before distant relapse. Compared to patient tumors, BCXs demonstrated genomic instability. Although mutation status, copy numbers and proteomic profiles were often maintained, an activating PIK3CA mutation was acquired in one BCX lineage and loss of PTEN in another. Proteomics demonstrated activation in PI3K/mTOR signaling in BCXs compared with patient tumors. Notably, 2 of 48 models demonstrated a transformation to induce mouse tumors.
Conclusions: BCXs can be established prior to relapse from breast cancer, especially in patients with poor response to neoadjuvant chemotherapy. Although molecular profiles of BCX are mostly similar to the patient tumor that was implanted, differences such as aberrations in PI3K signaling can occur. Future studies will determine whether molecular evolution in BCXs reflect that seen upon progression/relapse and the potential of in vivo models for individualization of treatment.
Citation Format: Priscilla F. McAuliffe, Argun Akcakanat, Kurt Evans, Agda Karina Eterovic, Hao Zhao, Ken Chen, Takafumi Sangai, Huiqin Chen, Kim-Anh Do, Ashley M. Holder, Chandeshwar Sharma, William Fraser Symmans, Mihai Gagea, Katherine A. Naff, Aysegul Sahin, Asha S. Multani, Gordon B. Mills, Ana Maria Gonzalez-Angulo, Funda Meric-Bernstam. Patient-derived breast cancer xenografts demonstrate molecular evolution in the phosphatidylinositol 3-kinase pathway upon engraftment. [abstract]. In: Proceedings of the 105th Annual Meeting of the American Association for Cancer Research; 2014 Apr 5-9; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2014;74(19 Suppl):Abstract nr 1186. doi:10.1158/1538-7445.AM2014-1186
Collapse
Affiliation(s)
| | | | - Kurt Evans
- 2UT MD Anderson Cancer Center, Houston, TX
| | | | - Hao Zhao
- 2UT MD Anderson Cancer Center, Houston, TX
| | - Ken Chen
- 2UT MD Anderson Cancer Center, Houston, TX
| | | | | | - Kim-Anh Do
- 2UT MD Anderson Cancer Center, Houston, TX
| | | | - Chandeshwar Sharma
- 5Houston Community College, Coleman College for Health Sciences, Houston, TX
| | | | | | | | | | | | | | | | | |
Collapse
|
18
|
Zhou H, Mohamedali KA, Gonzalez-Angulo AM, Cao Y, Migliorini M, Cheung LH, LoBello J, Lei X, Qi Y, Hittelman WN, Winkles JA, Tran NL, Rosenblum MG. Development of human serine protease-based therapeutics targeting Fn14 and identification of Fn14 as a new target overexpressed in TNBC. Mol Cancer Ther 2014; 13:2688-705. [PMID: 25239934 DOI: 10.1158/1535-7163.mct-14-0346] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The cytokine TWEAK and its receptor, Fn14, have emerged as potentially valuable targets for cancer therapy. Granzyme B (GrB)-containing Fn14-targeted constructs were generated containing either the Fn14 ligand TWEAK (GrB-TWEAK) or an anti-Fn14 humanized single-chain antibody (GrB-Fc-IT4) as the targeting moieties. Both constructs showed high affinity and selective cytotoxicity against a panel of Fn14-expressing human tumor cells including triple-negative breast cancer (TNBC) lines. Cellular expression of the GrB inhibitor PI-9 in target cells had no impact on the cytotoxic effect of either construct. Cellular expression of MDR1 showed no cross-resistance to the fusion constructs. GrB-TWEAK and GrB-Fc-IT4 activated intracellular caspase cascades and cytochrome c-related proapoptotic pathways consistent with the known intracellular functions of GrB in target cells. Treatment of mice bearing established HT-29 xenografts with GrB-TWEAK showed significant tumor growth inhibition compared with vehicle alone (P < 0.05). Both GrB-TWEAK and GrB-Fc-IT4 displayed significant tumor growth inhibition when administered to mice bearing orthotopic MDA-MB-231 (TNBC) tumor xenografts. The Cancer Genome Atlas analysis revealed that Fn14 mRNA expression was significantly higher in TNBC and in HER2-positive disease (P < 0.0001) compared with hormone receptor-positive breast cancer, and in basal-like 2 tumors (P = 0.01) compared with other TNBC molecular subtypes. IHC analysis of a 101 patient TNBC tumor microarray showed that 55 of 101 (54%) of tumors stained positive for Fn14, suggesting that this may be an excellent potential target for precision therapeutic approaches. Targeting Fn14 using fully human, GrB-containing fusion constructs may form the basis for a new class of novel, potent, and highly effective constructs for targeted therapeutic applications.
Collapse
Affiliation(s)
- Hong Zhou
- Department of Experimental Therapeutics, M.D. Anderson Cancer Center, Houston, Texas
| | - Khalid A Mohamedali
- Department of Experimental Therapeutics, M.D. Anderson Cancer Center, Houston, Texas
| | - Ana Maria Gonzalez-Angulo
- Department of Breast Medical Oncology, MD Anderson Cancer Center, Houston, Texas. Department of Systems Biology, MD Anderson Cancer Center, Houston, Texas
| | - Yu Cao
- Department of Experimental Therapeutics, M.D. Anderson Cancer Center, Houston, Texas
| | - Mary Migliorini
- Department of Surgery, Center for Vascular and Inflammatory Diseases, and the Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland
| | - Lawrence H Cheung
- Department of Experimental Therapeutics, M.D. Anderson Cancer Center, Houston, Texas
| | - Janine LoBello
- Integrated Cancer Genomics Division, Translational Genomics Research Institute, Phoenix, Arizona
| | - Xiudong Lei
- Department of Biostatistics, MD Anderson Cancer Center, Houston, Texas
| | - Yuan Qi
- Department of Bioinformatics, MD Anderson Cancer Center, Houston, Texas
| | - Walter N Hittelman
- Department of Experimental Therapeutics, M.D. Anderson Cancer Center, Houston, Texas
| | - Jeffrey A Winkles
- Department of Surgery, Center for Vascular and Inflammatory Diseases, and the Marlene and Stewart Greenebaum Cancer Center, University of Maryland School of Medicine, Baltimore, Maryland
| | - Nhan L Tran
- Cancer and Cell Biology Division, Translational Genomics Research Institute, Phoenix, Arizona
| | - Michael G Rosenblum
- Department of Experimental Therapeutics, M.D. Anderson Cancer Center, Houston, Texas.
| |
Collapse
|
19
|
Debeb BG, Gong Y, Atkinson RL, Sneige N, Huo L, Gonzalez-Angulo AM, Hung MC, Valero V, Ueno NT, Woodward WA. EZH2 expression correlates with locoregional recurrence after radiation in inflammatory breast cancer. J Exp Clin Cancer Res 2014; 33:58. [PMID: 25051981 PMCID: PMC4431485 DOI: 10.1186/s13046-014-0058-9] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2014] [Accepted: 06/27/2014] [Indexed: 12/19/2022]
Abstract
BACKGROUND Enhancer of zeste homolog 2 (EZH2), a member of the polycomb group proteins, has been shown to promote cancer progression and breast cancer stem cell (CSC) expansion. Breast CSCs are associated with resistance to radiation in inflammatory breast cancer (IBC), a rare but aggressive variant of breast cancer. In this retrospective study, we examined the clinical role of EZH2 in locoregional recurrence (LRR) of IBC patients treated with radiation. PATIENTS AND METHODS 62 IBC patients who received radiation (7 pre-operative, 55 post-operative) and had adequate follow up to assess LRR were the subject of this study. Positive EZH2 status was defined as nuclear immunohistochemical staining in at least 10% of invasive cancer cells. Association of EZH2 expression with clinicopathologic features were evaluated using the Chi-square statistic and actuarial LRR free survival (LRFS) was determined using the Kaplan-Meier method. RESULTS The median follow-up for this cohort was 33.7 months, and the 5-year overall LRFS rate was 69%. Of the 62 patients, 16 (25.8%) had LRR, and 15 out of 16 LRR occurred in EZH2 expressing cases. Univariate analysis indicated that patients who had EZH2-positive IBC had a significantly lower 5-year locoregional free survival (LRFS) rate than patients who had EZH2-negative IBC (93.3% vs. 59.1%; P = 0.01). Positive EZH2 expression was associated significantly with negative ER status (97.1% in ER- vs 48.1% in ER+; P < 0.0001) and triple-negative receptor status (P = 0.0001) and all triple-negative tumors were EZH2-positive. In multivariate analysis, only triple negative status remained an independent predictor of worse LRFS (hazard ratio 5.64, 95% CI 2.19 - 14.49, P < 0.0001). CONCLUSIONS EZH2 correlates with locoregional recurrence in IBC patients who received radiation treatment. EZH2 expression status may be used in addition to receptor status to identify a subset of patients with IBC who recur locally in spite of radiation and may benefit from enrollment in clinical trials testing radiosensitizers.
Collapse
Affiliation(s)
- Bisrat G Debeb
- Department of Radiation Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. .,Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA.
| | - Yun Gong
- Department of Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. .,Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA.
| | - Rachel L Atkinson
- Department of Clinical Cancer Prevention, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. .,Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA.
| | - Nour Sneige
- Department of Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA.
| | - Lei Huo
- Department of Pathology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. .,Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA.
| | - Ana Maria Gonzalez-Angulo
- Department of Breast Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA.
| | - Mien-Chie Hung
- Department of Molecular and Cellular Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. .,Center for Molecular Medicine and Graduate Institute of Cancer Biology, China Medical University, Taichung, Taiwan.
| | - Vicente Valero
- Department of Breast Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. .,Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA.
| | - Naoto T Ueno
- Department of Breast Medical Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. .,Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA.
| | - Wendy A Woodward
- Department of Radiation Oncology, The University of Texas M. D. Anderson Cancer Center, Houston, TX, USA. .,Morgan Welch Inflammatory Breast Cancer Research Program and Clinic, The University of Texas M.D. Anderson Cancer Center, Houston, TX, USA. .,Division of Radiation Oncology, The University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Blvd., Unit 1202, 77030, Houston, TX, USA.
| |
Collapse
|
20
|
Zhou JH, Rosen D, Andreou A, Brouquet A, Abbott D, Loyer E, Gonzalez-Angulo AM, Kopetz S, Meric-Bernstam F, Kuerer H, Abdalla E, Vauthey JN, Sahin AA, Maru DM. Residual tumor thickness at the tumor-normal tissue interface predicts the recurrence-free survival in patients with liver metastasis of breast cancer. Ann Diagn Pathol 2014; 18:266-70. [PMID: 25205085 DOI: 10.1016/j.anndiagpath.2014.07.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2014] [Revised: 05/29/2014] [Accepted: 07/07/2014] [Indexed: 01/05/2023]
Abstract
Tumor response to neoadjuvant therapy is a significant predictive indicator of recurrence-free survival. We measured tumor response using residual tumor thickness at the tumor-normal tissue interface (TNI) and evaluated its association with outcome in patients with liver metastasis of breast cancer. We included 48 patients who underwent neoadjuvant therapy followed by partial liver resection at MD Anderson Cancer Center between 1997 and 2010. The hematoxylin-eosin-stained tumor sections were evaluated for both pathologic response and the residual tumor thickness at the TNI by 3 pathologists who were blinded to the clinical information, treatment regimen, and patient outcome. The residual tumor thickness at the TNI was correlated with recurrence-free survival using Kaplan-Meier method and log-rank test. Cox proportional hazard model was used to identify predictors of recurrence-free survival. All patients were women with a median age of 43 years. The median duration of follow-up was 52.1 months. Residual tumor thickness less than or equal to 3 mm at the TNI correlated with major pathologic response and was associated with longer recurrence-free survival in both univariate and multivariate analyses. Residual tumor thickness at the TNI predicts recurrence-free survival and provides an objective outcome end point in patients who underwent neoadjuvant therapy and liver resection of metastatic breast cancer. We suggest using both the pathologic response and the residual tumor thickness at the TNI to measure tumor response to therapy to improve accuracy.
Collapse
Affiliation(s)
- Jane H Zhou
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Daniel Rosen
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Andreas Andreou
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Antoine Brouquet
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Daniel Abbott
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Evelyne Loyer
- Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Ana Maria Gonzalez-Angulo
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Scott Kopetz
- Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Funda Meric-Bernstam
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Henry Kuerer
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Eddie Abdalla
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Jean-Nicolas Vauthey
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Aysegul A Sahin
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030
| | - Dipen M Maru
- Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030.
| |
Collapse
|
21
|
O'Leary PC, Terrile M, Bajor M, Gaj P, Hennessy BT, Mills GB, Zagozdzon A, O'Connor DP, Brennan DJ, Connor K, Li J, Gonzalez-Angulo AM, Sun HD, Pu JX, Pontén F, Uhlén M, Jirström K, Nowis DA, Crown JP, Zagozdzon R, Gallagher WM. Peroxiredoxin-1 protects estrogen receptor α from oxidative stress-induced suppression and is a protein biomarker of favorable prognosis in breast cancer. Breast Cancer Res 2014; 16:R79. [PMID: 25011585 PMCID: PMC4226972 DOI: 10.1186/bcr3691] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Accepted: 07/01/2014] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Peroxiredoxin-1 (PRDX1) is a multifunctional protein, acting as a hydrogen peroxide (H2O2) scavenger, molecular chaperone and immune modulator. Although differential PRDX1 expression has been described in many tumors, the potential role of PRDX1 in breast cancer remains highly ambiguous. Using a comprehensive antibody-based proteomics approach, we interrogated PRDX1 protein as a putative biomarker in estrogen receptor (ER)-positive breast cancer. METHODS An anti-PRDX1 antibody was validated in breast cancer cell lines using immunoblotting, immunohistochemistry and reverse phase protein array (RPPA) technology. PRDX1 protein expression was evaluated in two independent breast cancer cohorts, represented on a screening RPPA (n = 712) and a validation tissue microarray (n = 498). In vitro assays were performed exploring the functional contribution of PRDX1, with oxidative stress conditions mimicked via treatment with H2O2, peroxynitrite, or adenanthin, a PRDX1/2 inhibitor. RESULTS In ER-positive cases, high PRDX1 protein expression is a biomarker of improved prognosis across both cohorts. In the validation cohort, high PRDX1 expression was an independent predictor of improved relapse-free survival (hazard ratio (HR) = 0.62, 95% confidence interval (CI) = 0.40 to 0.96, P = 0.032), breast cancer-specific survival (HR = 0.44, 95% CI = 0.24 to 0.79, P = 0.006) and overall survival (HR = 0.61, 95% CI = 0.44 to 0.85, P = 0.004). RPPA screening of cancer signaling proteins showed that ERα protein was upregulated in PRDX1 high tumors. Exogenous H2O2 treatment decreased ERα protein levels in ER-positive cells. PRDX1 knockdown further sensitized cells to H2O2- and peroxynitrite-mediated effects, whilst PRDX1 overexpression protected against this response. Inhibition of PRDX1/2 antioxidant activity with adenanthin dramatically reduced ERα levels in breast cancer cells. CONCLUSIONS PRDX1 is shown to be an independent predictor of improved outcomes in ER-positive breast cancer. Through its antioxidant function, PRDX1 may prevent oxidative stress-mediated ERα loss, thereby potentially contributing to maintenance of an ER-positive phenotype in mammary tumors. These results for the first time imply a close connection between biological activity of PRDX1 and regulation of estrogen-mediated signaling in breast cancer.
Collapse
|
22
|
Meric-Bernstam F, Akcakanat A, Chen H, Sahin A, Tarco E, Carkaci S, Adrada BE, Singh G, Do KA, Garces ZM, Mittendorf E, Babiera G, Bedrosian I, Hwang R, Krishnamurthy S, Symmans WF, Gonzalez-Angulo AM, Mills GB. Influence of biospecimen variables on proteomic biomarkers in breast cancer. Clin Cancer Res 2014; 20:3870-83. [PMID: 24895461 DOI: 10.1158/1078-0432.ccr-13-1507] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
BACKGROUND PI3K/Akt/mTOR signaling is being actively pursued as a therapeutic target for breast cancer. We sought to determine if tumor heterogeneity and biospecimen variables affect the evaluation of PI3K/Akt/mTOR pathway markers. METHODS Intraoperative image-guided core-needle biopsies (CNB), and central and peripheral surgical tumor specimens were prospectively collected in 53 patients with invasive breast cancer. Specimens were assessed with reverse-phase protein arrays (RPPA) and immunohistochemistry (IHC). RESULTS There was a moderate or strong correlation between the expression of 149 (97%) of the 154 different RPPA markers in the center and periphery. Correlation was higher for smaller tumors, in patients who did not undergo neoadjuvant therapy, and with shorter cold ischemia time. Of 154 markers, 132 (86%) were not statistically different between the center and periphery, and 97 (63%) were not different between the CNB and the surgical specimen (average of the central and peripheral specimen). pAkt S473 and PTEN had a significant correlation between central and peripheral specimens, and between CNB and surgical specimen. However, pAkt S473, pS6 S235/236, and pS6 240/244 levels were significantly higher in CNB than the central specimens both by RPPA and by IHC. CONCLUSIONS Most individual proteomic biomarkers studied do not have significant intratumoral heterogeneity. However, protein and phosphoprotein levels are affected by biospecimen type and other preanalytic variables. PI3K pathway activation is greater in CNB compared with postexcision surgical samples suggesting a potential loss of phosphorylation during surgical manipulation, or with cold ischemia of surgical specimens.
Collapse
Affiliation(s)
- Funda Meric-Bernstam
- Authors' Affiliations: Departments of Investigational Cancer Therapeutics, Surgical Oncology,
| | - Argun Akcakanat
- Authors' Affiliations: Departments of Investigational Cancer Therapeutics
| | | | | | - Emily Tarco
- Authors' Affiliations: Departments of Investigational Cancer Therapeutics
| | - Selin Carkaci
- Radiology, Current Institution Department of Radiology, Ohio State University, Columbus, Ohio
| | | | - Gopal Singh
- Authors' Affiliations: Departments of Investigational Cancer Therapeutics
| | | | | | | | | | | | | | | | | | - Ana Maria Gonzalez-Angulo
- Breast Medical Oncology, Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas; and
| | - Gordon B Mills
- Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas; and
| |
Collapse
|
23
|
Campos-Gomez S, Valero V, Flores-Arredondo JH, Isassi-Chapa A, Rangel-Rodríguez I, Hortobagyi GN, Gonzalez-Angulo AM. Breast cancer subtype and baseline characteristics from diabetic breast cancer patients are not different from nondiabetics. Breast J 2014; 20:434-6. [PMID: 24862358 DOI: 10.1111/tbj.12294] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Affiliation(s)
- Saúl Campos-Gomez
- Escuela de Medicina y Ciencias de la Salud del Tecnológico de Monterrey, Monterrey, Nuevo León, México; Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Mexico, Distrito Federal, Mexico
| | | | | | | | | | | | | |
Collapse
|
24
|
Dawood S, Lei X, Dent R, Gupta S, Sirohi B, Cortes J, Cristofanilli M, Buchholz T, Gonzalez-Angulo AM. Survival of women with inflammatory breast cancer: a large population-based study. Ann Oncol 2014; 25:1143-51. [PMID: 24669011 DOI: 10.1093/annonc/mdu121] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Our group has previously reported that women with inflammatory breast cancer (IBC) continue to have worse outcome compared with those with non-IBC. We undertook this population-based study to see if there have been improvements in survival among women with stage III IBC, over time. PATIENT AND METHODS We searched the Surveillance, Epidemiology and End Results Registry to identify female patients diagnosed with stage III IBC between 1990 and 2010. Patients were divided into four groups according to year of diagnosis: 1990-1995, 1996-2000, 2001-2005, and 2006-2010. Breast cancer-specific survival (BCSS) was estimated using the Kaplan-Meier method and compared across groups using the log-rank test. Cox models were then fit to determine the association of year of diagnosis and BCSS after adjusting for patient and tumor characteristics. RESULTS A total of 7679 patients with IBC were identified of whom 1084 patients (14.1%) were diagnosed between 1990 and 1995, 1614 patients (21.0%) between 1996 and 2000, 2683 patients (34.9%) between 2001 and 2005, and 2298 patients (29.9%) between 2006 and 2010. The 2-year BCSS for the whole cohort was 71%. Two-year BCSS were 62%, 67%, 72%, and 76% for patients diagnosed between 1990-1995, 1996-2000, 2001-2005, and 2006-2010, respectively (P < 0.0001). In the multivariable analysis, increasing year of diagnosis (modeled as a continuous variable) was associated with decreasing risks of death from breast cancer (HR = 0.98, 95% confidence interval 0.97-0.99, P < 0.0001). CONCLUSION There has been a significant improvement in survival of patients diagnosed with IBC over a two-decade time span in this large population-based study. This suggests that therapeutic strategies researched and evolved in the context of non-IBC have also had a positive impact in women with IBC.
Collapse
Affiliation(s)
- S Dawood
- Department of Medical Oncology, Dubai Hospital, Dubai, UAE
| | - X Lei
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - R Dent
- Department of Medical Oncology, Singapore
| | - S Gupta
- Department of Breast Medical Oncology, Tata Memorial Centre, Mumbai, India
| | - B Sirohi
- Department of Breast Medical Oncology, Tata Memorial Centre, Mumbai, India
| | - J Cortes
- Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | - M Cristofanilli
- Department of Medical Oncology, Thomas Jefferson University, Philadelphia
| | | | - A M Gonzalez-Angulo
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| |
Collapse
|
25
|
Abstract
Breast cancer is one of the major public health problems of the Western world. Recent advances in genomics and gene expression-profiling approaches have enriched our understanding of this heterogeneous disease. However, progress in functional proteomics in breast cancer research has been relatively slow. Allied with genomics, the functional proteomics approach will be important in improving diagnosis through better classification of breast cancer and in predicting prognosis and response to different therapies, including chemotherapy, hormonal therapy, and targeted therapy. In this review, we will present functional proteomic approaches with a focus on the recent clinical implications of utilizing the reverse-phase protein array platform in breast cancer research.
Collapse
Affiliation(s)
- Young Kwang Chae
- Division of Cancer Medicine and Departments of Breast Medical Oncology and Systems Biology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | | |
Collapse
|
26
|
Gonzalez-Angulo AM, Akcakanat A, Liu S, Green MC, Murray JL, Chen H, Palla SL, Koenig KB, Brewster AM, Valero V, Ibrahim NK, Moulder-Thompson S, Litton JK, Tarco E, Moore J, Flores P, Crawford D, Dryden MJ, Symmans WF, Sahin A, Giordano SH, Pusztai L, Do KA, Mills GB, Hortobagyi GN, Meric-Bernstam F. Open-label randomized clinical trial of standard neoadjuvant chemotherapy with paclitaxel followed by FEC versus the combination of paclitaxel and everolimus followed by FEC in women with triple receptor-negative breast cancer†. Ann Oncol 2014; 25:1122-7. [PMID: 24669015 DOI: 10.1093/annonc/mdu124] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Everolimus synergistically enhances taxane-induced cytotoxicity in breast cancer cells in vitro and in vivo in addition to demonstrating a direct antiproliferative activity. We aim to determine pharmacodynamics changes and response of adding everolimus to standard neoadjuvant chemotherapy in triple-negative breast cancer (TNBC). PATIENTS AND METHODS Phase II study in patients with primary TNBC randomized to T-FEC (paclitaxel 80 mg/m(2) i.v. weekly for 12 weeks, followed by 5-fluorouracil 500 mg/m(2), epirubicin 100 mg/m(2), and cyclophosphamide 500 mg/m(2) every 3 weeks for four cycles) versus TR-FEC (paclitaxel 80 mg/m(2) i.v. and everolimus 30 mg PO weekly for 12 weeks, followed by FEC). Tumor samples were collected to assess molecular changes in the PI3K/AKT/mTOR pathway, at baseline, 48 h, 12 weeks, and at surgery by reverse phase protein arrays (RPPA). Clinical end points included 12-week clinical response rate (12-week RR), pathological complete response (pCR), and toxicity. RESULTS Sixty-two patients were registered, and 50 were randomized, 27 received T-FEC, and 23 received TR-FEC. Median age was 48 (range 31-75). There was downregulation of the mTOR pathway at 48 h in the TR-FEC arm. Twelve-week RR by ultrasound were 29.6% versus 47.8%, (P = 0.075), and pCR were 25.9% versus 30.4% (P = 0.76) for T-FEC and TR-FEC, respectively. mTOR downregulation at 48 h did not correlate with 12-week RR in the TR-FEC group (P = 0.58). Main NCI grade 3/4 toxicities included anemia, neutropenia, rash/desquamation, and vomiting in both arms. There was one case of grade 3 pneumonitis in the TR-FEC arm. No grade 3/4 stomatitis occurred. CONCLUSION The addition of everolimus to paclitaxel was well tolerated. Everolimus downregulated mTOR signaling but downregulation of mTOR at 48 h did not correlate with 12-week RR in the TR-FEC group. CLINICAL TRIAL NUMBER NCT00499603.
Collapse
Affiliation(s)
| | - A Akcakanat
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - S Liu
- Department of Breast Medical Oncology
| | | | | | - H Chen
- Department of Breast Medical Oncology
| | | | | | | | - V Valero
- Department of Breast Medical Oncology
| | | | | | | | - E Tarco
- Department of Breast Medical Oncology
| | - J Moore
- Department of Breast Medical Oncology
| | - P Flores
- Department of Breast Medical Oncology
| | | | | | - W F Symmans
- Pathology, The University of Texas MD Anderson Cancer Center, Houston
| | - A Sahin
- Pathology, The University of Texas MD Anderson Cancer Center, Houston
| | | | - L Pusztai
- Division of Hematology-Oncology, Yale University, New Haven
| | - K-A Do
- Departments of Biostatistics
| | | | | | - F Meric-Bernstam
- Investigational Cancer Therapeutics, The University of Texas MD Anderson Cancer Center, Houston, USA
| |
Collapse
|
27
|
Perez EA, Cortés J, Gonzalez-Angulo AM, Bartlett JM. HER2 testing: Current status and future directions. Cancer Treat Rev 2014; 40:276-84. [DOI: 10.1016/j.ctrv.2013.09.001] [Citation(s) in RCA: 102] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2013] [Revised: 08/19/2013] [Accepted: 09/02/2013] [Indexed: 11/30/2022]
|
28
|
Jeselsohn R, Yelensky R, Buchwalter G, Frampton G, Meric-Bernstam F, Gonzalez-Angulo AM, Ferrer-Lozano J, Perez-Fidalgo JA, Cristofanilli M, Gómez H, Arteaga CL, Giltnane J, Balko JM, Cronin MT, Jarosz M, Sun J, Hawryluk M, Lipson D, Otto G, Ross JS, Dvir A, Soussan-Gutman L, Wolf I, Rubinek T, Gilmore L, Schnitt S, Come SE, Pusztai L, Stephens P, Brown M, Miller VA. Emergence of constitutively active estrogen receptor-α mutations in pretreated advanced estrogen receptor-positive breast cancer. Clin Cancer Res 2014; 20:1757-1767. [PMID: 24398047 DOI: 10.1158/1078-0432.ccr-13-2332] [Citation(s) in RCA: 465] [Impact Index Per Article: 46.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
PURPOSE We undertook this study to determine the prevalence of estrogen receptor (ER) α (ESR1) mutations throughout the natural history of hormone-dependent breast cancer and to delineate the functional roles of the most commonly detected alterations. EXPERIMENTAL DESIGN We studied a total of 249 tumor specimens from 208 patients. The specimens include 134 ER-positive (ER(+)/HER2(-)) and, as controls, 115 ER-negative (ER(-)) tumors. The ER(+) samples consist of 58 primary breast cancers and 76 metastatic samples. All tumors were sequenced to high unique coverage using next-generation sequencing targeting the coding sequence of the estrogen receptor and an additional 182 cancer-related genes. RESULTS Recurring somatic mutations in codons 537 and 538 within the ligand-binding domain of ER were detected in ER(+) metastatic disease. Overall, the frequency of these mutations was 12% [9/76; 95% confidence interval (CI), 6%-21%] in metastatic tumors and in a subgroup of patients who received an average of 7 lines of treatment the frequency was 20% (5/25; 95% CI, 7%-41%). These mutations were not detected in primary or treatment-naïve ER(+) cancer or in any stage of ER(-) disease. Functional studies in cell line models demonstrate that these mutations render estrogen receptor constitutive activity and confer partial resistance to currently available endocrine treatments. CONCLUSIONS In this study, we show evidence for the temporal selection of functional ESR1 mutations as potential drivers of endocrine resistance during the progression of ER(+) breast cancer.
Collapse
Affiliation(s)
- Rinath Jeselsohn
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, 450 Brookline Ave. Boston, MA 02215.,Department of Medical Oncology, Dana-Farber Cancer Institute and Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215
| | - Roman Yelensky
- Foundation Medicine, One Kendall Sq. Cambridge, MA 02139
| | - Gilles Buchwalter
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, 450 Brookline Ave. Boston, MA 02215.,Department of Medical Oncology, Dana-Farber Cancer Institute and Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215
| | | | - Funda Meric-Bernstam
- Departments of Investigational Cancer Therapeutics, Surgical Oncology, The University of MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX 77030
| | - Ana Maria Gonzalez-Angulo
- Departments of Systems Biology, and Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Houston, TX 77030
| | - Jaime Ferrer-Lozano
- Fundacion de Investigacion INCLIVA - Institute for Health Reseearch, Valencia, Spain
| | - Jose A Perez-Fidalgo
- Departments of Hematology-Oncology, Hospital Clinico Universitario de Valencia, Valencia, Spain
| | - Massimo Cristofanilli
- Jefferson Breast Care Center, Kimmel Cancer Center, Thomas Jefferson University, 925 Chestnut St. Philadelphia, PA 19107
| | - Henry Gómez
- Instituto Nacional de Enfermedades Neoplásicas (INEN), Lima, Perú
| | - Carlos L Arteaga
- Breast Cancer Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, 2220 Pierce Ave, Nashville, TN 37232
| | - Jennifer Giltnane
- Breast Cancer Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, 2220 Pierce Ave, Nashville, TN 37232
| | - Justin M Balko
- Breast Cancer Program, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, 2220 Pierce Ave, Nashville, TN 37232
| | | | - Mirna Jarosz
- Foundation Medicine, One Kendall Sq. Cambridge, MA 02139
| | - James Sun
- Foundation Medicine, One Kendall Sq. Cambridge, MA 02139
| | | | - Doron Lipson
- Foundation Medicine, One Kendall Sq. Cambridge, MA 02139
| | - Geoff Otto
- Foundation Medicine, One Kendall Sq. Cambridge, MA 02139
| | - Jeffrey S Ross
- Foundation Medicine, One Kendall Sq. Cambridge, MA 02139
| | - Addie Dvir
- Teva Pharmaceuticals, 5 Basel St. Petach Tikva, Israel 49131
| | | | - Ido Wolf
- Oncology Division, Tel Aviv Sourasky Medical Center , 6 Weizmann St. Tel Aviv 64239, Israel
| | - Tamar Rubinek
- Oncology Division, Tel Aviv Sourasky Medical Center , 6 Weizmann St. Tel Aviv 64239, Israel
| | - Lauren Gilmore
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave. Boston MA 02215
| | - Stuart Schnitt
- Department of Pathology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave. Boston MA 02215
| | - Steven E Come
- Breast Medical Oncology Program, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave. Boston MA 02215
| | - Lajos Pusztai
- Section of Breast Medical Oncology, Yale School of Medicine, New Haven, South Frontage Rd and Park St. CN, 06510
| | | | - Myles Brown
- Center for Functional Cancer Epigenetics, Dana-Farber Cancer Institute, 450 Brookline Ave. Boston, MA 02215.,Department of Medical Oncology, Dana-Farber Cancer Institute and Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02215
| | | |
Collapse
|
29
|
Masuda H, Brewer TM, Liu DD, Iwamoto T, Shen Y, Hsu L, Willey JS, Gonzalez-Angulo AM, Chavez-MacGregor M, Fouad TM, Woodward WA, Reuben JM, Valero V, Alvarez RH, Hortobagyi GN, Ueno NT. Long-term treatment efficacy in primary inflammatory breast cancer by hormonal receptor- and HER2-defined subtypes. Ann Oncol 2013; 25:384-91. [PMID: 24351399 DOI: 10.1093/annonc/mdt525] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Subtypes defined by hormonal receptor (HR) and HER2 status have not been well studied in inflammatory breast cancer (IBC). We characterized clinical parameters and long-term outcomes, and compared pathological complete response (pCR) rates by HR/HER2 subtype in a large IBC patient population. We also compared disease-free survival (DFS) and overall survival (OS) between IBC patients who received targeted therapies (anti-hormonal, anti-HER2) and those who did not. PATIENTS AND METHODS We retrospectively reviewed the records of patients diagnosed with IBC and treated at MD Anderson Cancer Center from January 1989 to January 2011. Of those, 527 patients had received neoadjuvant chemotherapy and had available information on estrogen receptor (ER), progesterone receptor (PR), and HER2 status. HR status was considered positive if either ER or PR status was positive. Using the Kaplan-Meier method, we estimated median DFS and OS durations from the time of definitive surgery. Using the Cox proportional hazards regression model, we determined the effect of prognostic factors on DFS and OS. Results were compared by subtype. RESULTS The overall pCR rate in stage III IBC was 15.2%, with the HR-positive/HER2-negative subtype showing the lowest rate (7.5%) and the HR-negative/HER2-positive subtype, the highest (30.6%). The HR-negative, HER2-negative subtype (triple-negative breast cancer, TNBC) had the worst survival rate. HR-positive disease, irrespective of HER2 status, had poor prognosis that did not differ from that of the HR-negative/HER2-positive subtype with regard to OS or DFS. Achieving pCR, no evidence of vascular invasion, non-TNBC, adjuvant hormonal therapy, and radiotherapy were associated with longer DFS and OS. CONCLUSIONS Hormone receptor and HER2 molecular subtypes had limited predictive and prognostic power in our IBC population. All molecular subtypes of IBC had a poor prognosis. HR-positive status did not necessarily confer a good prognosis. For all IBC subtypes, novel, specific treatment strategies are needed in the neoadjuvant and adjuvant settings.
Collapse
Affiliation(s)
- H Masuda
- Department of Breast Medical Oncology
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
30
|
Dawood S, Lei X, Dent R, Gupta S, Sirohi B, Cortes J, Cristofanilli M, Bucholz T, Gonzalez-Angulo AM. Abstract P6-12-01: Survival of women with inflammatory breast cancer: A large population based study. Cancer Res 2013. [DOI: 10.1158/0008-5472.sabcs13-p6-12-01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background
The introduction of efficacious polychemotherapy regimens and targeted biologicals has contributed to significant improvements in survival of women with breast cancer. However, our group has previously reported that women with inflammatory breast cancer (IBC) continue to have worse outcome compared to those with non-inflammatory breast cancer. We undertook this population based study to see if there have been improvements in survival among women with stage III IBC, over time.
Methods
We searched the Surveillance, Epidemiology and End Results Registry to identify female patients diagnosed with stage III IBC between 1990 and 2010. Follow up cut off was December 31st 2010. Patients were defined as having IBC according to the AJCC 6th edition criteria. Patients were divided into 4 groups according to year of diagnosis: 1990-1995, 1996-2000, 2001-2005 and 2006-2010. Breast cancer specific survival (BCSS) was estimated using the Kaplan-Meier method and compared across groups using the log rank statistic. Cox models were then fitted to determine the association of year of diagnosis and BCSS after adjusting for patient and tumor characteristics.
Results
7,679 patients with IBC were identified of whom 1,084 patients (14.1%) were diagnosed between 1990-1995, 1,614 patients (21.0%) between 1996 -2000, 2,683 patients (34.9%) between 2001-2005 and 2,298 patients (29.9%) between 2006-2010. Median follow-up was 30 months. The 2-year BCSS for the whole cohort was 71%. 2-year BCSS were 62%, 67%, 72%, and 76% for patients diagnosed between 1990-1995, 1996-2000, 2001-2005 and 2006-2010 respectively (p<0.0001). The absolute increase in 2-year BCSS over the immediately preceding time period were 5%, 5%, and 4%, respectively. Significant improvements in survival over time were also observed among patients younger and older than age 35 years. In a multivariable cox regression analysis increasing year of diagnosis (modeled as a continuous variable) was associated with decreasing risk of death from breast cancer (HR = 0.98, 95% CI: 0.97 – 0.99, P < 0.0001).
Conclusion
There has been a significant improvement in survival of patients diagnosed with IBC over a two decade time span in this large population based study. This suggests that therapeutic strategies researched and evolved in the context of non inflammatory breast cancer have also had a positive impact in women with IBC.
Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P6-12-01.
Collapse
Affiliation(s)
- S Dawood
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| | - X Lei
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| | - R Dent
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| | - S Gupta
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| | - B Sirohi
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| | - J Cortes
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| | - M Cristofanilli
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| | - T Bucholz
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| | - AM Gonzalez-Angulo
- Dubai Hospital; MD Anderson Cancer Center; National Cancer Center Singapore; Tata Memorial Center; Vall d'Hebron University Hospital, Vall d'Hebron Institute of Oncology; Jefferson Kimmel Cancer Center
| |
Collapse
|
31
|
Miller TW, Dillon LM, Bean JR, Yang W, Balko JM, McDonald WH, Friedman DB, Gonzalez-Angulo AM, Mills GB, Arteaga CL. Abstract PD1-9: P-REX1 employs a positive feedback loop to activate growth factor receptor/PI3K signaling. Cancer Res 2013. [DOI: 10.1158/0008-5472.sabcs13-pd1-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
A mass spectrometry-based proteomic screen in ER+ breast cancer cells revealed that levels of P-REX1 are decreased upon PTEN loss, and increased upon PI3K inhibition. P-REX1 integrates signaling inputs from receptor tyrosine kinases (RTKs)/PI3K (via the PI3K phospholipid product PIP3) and G protein-coupled receptors (via Gbg subunits) to drive guanine exchange factor (GEF) activity on Rac1. RNAi knockdown of PREX1 and overexpression of exogenous PREX1 in ER+ breast cancer cells respectively decreased and increased activation of insulin-like growth factor receptor-1 (IGF-1R)/insulin receptor (InsR), PI3K/AKT/SGK3, and MEK/Erk under steady-state and growth factor (IGF-1, Heregulin)-stimulated conditions. While the P-REX1 homologue P-REX2a was previously shown to inhibit PTEN phosphatase activity to activate the PI3K/AKT pathway, we did not detect an effect of P-REX1 on PTEN activity. PREX1 knockdown suppressed PI3K/AKT signaling in PTEN-null breast cancer cells; therefore, P-REX1 and P-REX2a may not be functionally redundant. Knockdown and overexpression of PREX1 respectively increased and decreased doxorubicin-induced apoptosis in ER+ breast cancer cells, linking PREX1 with a pro-survival phenotype. Inhibition of signaling nodes downstream of PI3K (AKT, mTOR) derepresses feedback to activate RTKs and PI3K; knockdown of PREX1 abrogated the PI3K activation induced by inhibition of mTORC1/mTORC2. Structural analysis of P-REX1 revealed that the DH domain (which binds Gβγ and is required for GEF activity) is dispensable for P-REX1 effects on PI3K signaling, while the PH domain [which binds PIP3 and PI(3,4)P2] is required. These data place P-REX1 in a positive feedback loop, whereby PI3K generates PIP3 and PI(3,4)P2, and P-REX1 binds these phospholipids at the plasma membrane. In turn, P-REX1 promotes RTK activation, and RTKs activate PI3K/AKT and MEK/Erk signaling.
Gene expression profiling of diverse types of solid tumors (n = 2,009) and cancer cell lines (n = 807) revealed that PREX1 mRNA is most abundant in ER+ breast tumors compared to other subtypes. Reverse-phase protein array (RPPA) analysis of lysates from 712 breast tumors showed that P-REX1 levels are inversely correlated with markers of PI3K/AKT/mTOR pathway activation. Further, P-REX1 levels are higher in ER+ tumors than ER- tumors. In another series of 1,293 carcinomas, PREX1 was genetically amplified or mutated in 6.2% of cases, and in 5% of breast cancers. We then tested whether PREX1 lesions co-exist with other PI3K pathway-activating lesions. Among genes encoding proteins implicated in RTK/PI3K signaling and phosphatidylinositol metabolism, we found a significant enrichment for PREX1 mutation/amplification in 54/79 (68%) genes across 1,523 carcinomas. We tested the effects of 7 PREX1 mutants found in breast tumors on PI3K signaling in vitro. A G344R mutation in the PREX1 PH domain conferred increased affinity for PIP3 and PI(3,4)P2, and increased the levels of phospho-AKT. These findings suggest that P-REX1 is an ER+ breast tumor-specific oncogene, and PREX1 mutations increase its oncogenic effects in breast cancer. We propose that neutralizing P-REX1 function is a novel therapeutic approach to selectively abrogate oncogenic signaling in ER+ breast cancers while sparing normal tissues.
Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr PD1-9.
Collapse
Affiliation(s)
- TW Miller
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - LM Dillon
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - JR Bean
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - W Yang
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - JM Balko
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - WH McDonald
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - DB Friedman
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - AM Gonzalez-Angulo
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - GB Mills
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| | - CL Arteaga
- Geisel School of Medicine at Dartmouth, Lebanon, NH; Vanderbilt University School of Medicine, Nashville, TN; Univ. of Texas M.D. Anderson Cancer Center, Houston, TX
| |
Collapse
|
32
|
Chae YK, Qi Y, Sohn J, Chen H, Hortobagyi GN, Gonzalez-Angulo AM. Abstract P6-06-47: The association between EGFR and cMET expression and phosphorylation and its prognostic implication in patients with breast cancer. Cancer Res 2013. [DOI: 10.1158/0008-5472.sabcs13-p6-06-47] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: It has been shown that EGFR, cMET and their cross-talk play an important role in the progression of breast cancer and development of resistance to different targeted therapies. cMET expression and phosphorylation is linked with poor survival outcome in breast cancer. Recently, EGFR and cMET dual blockade has been proposed as an attractive targeted therapy for breast cancer. However, little is known about the co-expression patterns of EGFR and cMET in human breast cancer and its prognostic significance. We hypothesized that co-expression or co-activation of EGFR and cMET is linked with adverse survival outcome.
Methods: We measured protein levels of EGFR, cMET and their phosphorylated proteins in 825 breast cancers using reverse phase protein array. Given unimodal distribution of proteins, median was selected as a cut-off after sensitivity analyses. Kaplan-Meier survival curves were used to estimate relapse-free (RFS) and overall survival (OS). Cox proportional hazards models were fit to determine associations of EGFR and cMET with outcomes after adjustment for other clinical characteristics such as age, tumor stage, nodal status, receptor subtype and histologic grade.
Results: Mean age was 58 years. There were 457 (55%) hormone receptor (HR) positive, 211 (26%) triple-negative (TN) and 148 (18%) HER2 positive tumors. HER2 subgroup showed higher EGFR expression and phosphorylation compared to HR and TN subtypes (p<0.05).
High EGFR expression group was associated with higher phosho-cMET (pcMET) but not cMET compared to low expression group (ANOVA pcMET p<0.001, MET p = 0.34). The same association was found with High phospho-EGFR (pEGFR) group at Try 992 and Tyr1068 (both p<0.001). In HR subtype, similar association was observed between EGFR/pEGFRs and pcMET (all p<0.01). High expression groups in either of two pEGFRs were linked with higher cMET as well (all p<0.001). In TN subtype, High expression group in EGFR and pEGFR at Tyr992 but not at Tyr1068 was associated with higher pcMET (p<0.00, p = 0.012, p = 0.4, respectively). Only high expression group in pEGFR at Tyr 992 was linked with higher expression of cMET (p = 0.02). In contrast, among HER2 subtype, high expression group in pEGFR at Tyr 1068 but not at Tyr992 was associated with higher cMET and pcMET (cMET p = 0.023, pcMET p<0.001).
Four subgroups of patients defined by dichotomized EGFR (or pEGFR) and cMET (or pcMET) level demonstrated no significant differences in RFS and OS. In multivariate analyses, only cMET expression level was associated with adverse survival (RFS p = 0.06, OS p = 0.035) while levels of pcMET, EGFR, and pEGFRs did not show significant association with outcomes.
Conclusion: We report that EGFR and cMET are either frequently co-expressed or co-activated in human breast cancer. HER2 subtype showed higher EGFR expression and activation compared to other subtypes. cMET protein expression level was found to be an independent prognostic factor irrespective of the EGFR expression or phosphorylation status.
Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P6-06-47.
Collapse
Affiliation(s)
- YK Chae
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - Y Qi
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - J Sohn
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - H Chen
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - GN Hortobagyi
- University of Texas MD Anderson Cancer Center, Houston, TX
| | | |
Collapse
|
33
|
Masuda H, Baggerly KA, Wang Y, Zhang Y, Gonzalez-Angulo AM, Meric-Bernstam F, Valero V, Lehmann BD, Pietenpol JA, Hortobagyi GN, Symmans WF, Ueno NT. Differential response to neoadjuvant chemotherapy among 7 triple-negative breast cancer molecular subtypes. Clin Cancer Res 2013; 19:5533-40. [PMID: 23948975 DOI: 10.1158/1078-0432.ccr-13-0799] [Citation(s) in RCA: 504] [Impact Index Per Article: 45.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE The clinical relevancy of the 7-subtype classification of triple-negative breast cancer (TNBC) reported by Lehmann and colleagues is unknown. We investigated the clinical relevancy of TNBC heterogeneity by determining pathologic complete response (pCR) rates after neoadjuvant chemotherapy, based on TNBC subtypes. EXPERIMENTAL DESIGN We revalidated the Lehmann and colleagues experiments using Affymetrix CEL files from public datasets. We applied these methods to 146 patients with TNBC with gene expression microarrays obtained from June 2000 to March 2010 at our institution. Of those, 130 had received standard neoadjuvant chemotherapy and had evaluable pathologic response data. We classified the TNBC samples by subtype and then correlated subtype and pCR status using Fisher exact test and a logistic regression model. We also assessed survival and compared the subtypes with PAM50 intrinsic subtypes and residual cancer burden (RCB) index. RESULTS TNBC subtype and pCR status were significantly associated (P = 0.04379). The basal-like 1 (BL1) subtype had the highest pCR rate (52%); basal-like 2 (BL2) and luminal androgen receptor had the lowest (0% and 10%, respectively). TNBC subtype was an independent predictor of pCR status (P = 0.022) by a likelihood ratio test. The subtypes better predicted pCR status than did the PAM50 intrinsic subtypes (basal-like vs. non basal-like). CONCLUSIONS Classifying TNBC by 7 subtypes predicts high versus low pCR rate. We confirm the clinical relevancy of the 7 subtypes of TNBC. We need to prospectively validate whether the pCR rate differences translate into long-term outcome differences. The 7-subtype classification may spur innovative personalized medicine strategies for patients with TNBC.
Collapse
Affiliation(s)
- Hiroko Masuda
- Authors' Affiliations: Morgan Welch Inflammatory Breast Cancer Research Program and Clinic; Departments of Breast Medical Oncology, Bioinformatics and Computational Biology, Pathology, and Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; and Department of Biochemistry, Vanderbilt-Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
34
|
Sohn J, Do KA, Liu S, Chen H, Mills GB, Hortobagyi GN, Meric-Bernstam F, Gonzalez-Angulo AM. Functional proteomics characterization of residual triple-negative breast cancer after standard neoadjuvant chemotherapy. Ann Oncol 2013; 24:2522-2526. [PMID: 23925999 DOI: 10.1093/annonc/mdt248] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND In this study, we used functional proteomics to determine the molecular characteristics of residual triple receptor-negative breast cancer (TNBC) patients after neoadjuvant systemic chemotherapy (NCT) and their relationship with patient outcomes in order to identify potential targets for therapy. PATIENTS AND METHODS Protein was extracted from 54 residual TNBCs, and 76 proteins related to breast cancer signaling were measured by reverse phase protein arrays (RPPAs). Univariable and multivariable Cox proportional hazard models were fitted for each protein. Survival outcomes were estimated by the Kaplan-Meier product limit method. Training and cross validation were carried out. The coefficients estimated from the multivariable Cox model were used to calculate a risk score (RS) for each sample. RESULTS Multivariable analysis using the top 25 proteins from univariable analysis at a false discovery rate (FDR) of 0.3 showed that AKT, IGFBP2, LKB1, S6 and Stathmin were predictors of recurrence-free survival (RFS). The cross-validation model was reproducible. The RS model calculated based on the multivariable analysis was -1.1086 × AKT + 0.2501 × IGFBP2 - 0.6745 × LKB1+1.0692 × S6 + 1.4086 × stathmin with a corresponding area under the curve, AUC = 0.856. The RS was an independent predictor of RFS (HR = 3.28, 95%CI = 2.07-5.20, P < 0.001). CONCLUSIONS We found a five-protein model that independently predicted RFS risk in patients with residual TNBC disease. The PI3 K pathway may represent potential therapeutic targets in this resistant disease.
Collapse
Affiliation(s)
- J Sohn
- Departments of Breast Medical Oncology
| | | | - S Liu
- Departments of Breast Medical Oncology
| | - H Chen
- Departments of Breast Medical Oncology
| | | | | | - F Meric-Bernstam
- Surgical Oncology (FMB), The University of Texas MD Anderson Cancer Center, Houston, USA
| | | |
Collapse
|
35
|
Parinyanitikul N, Blumenschein GR, Wu Y, Lei X, Chavez-Macgregor M, Smart M, Gonzalez-Angulo AM. Mesothelin expression and survival outcomes in triple receptor negative breast cancer. Clin Breast Cancer 2013; 13:378-84. [PMID: 23810431 DOI: 10.1016/j.clbc.2013.05.001] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2013] [Revised: 04/29/2013] [Accepted: 05/03/2013] [Indexed: 01/13/2023]
Abstract
BACKGROUND Mesothelin is an ideal tumor-associated marker for the development of targeted therapy due to its limited expression in normal tissues. The aim of this study was to evaluate mesothelin expression in triple-negative breast cancer (TNBC) and its correlation with survival outcomes. METHODS Mesothelin expression was completed by using immunohistochemistry and was quantified by the H score. An H score > 10 was considered positive. Patient characteristics were compared by mesothelin expression. The Kaplan-Meier product limit method was used to estimate survival outcomes. Cox proportional hazards models was used to adjust for patient and tumor characteristics. RESULTS The median age was 52 years. Of the 109 patients with TNBC, 37 (34%) were positive for mesothelin expression. There were no differences on patient and/or tumor characteristics by mesothelin expression with the exception of high frequency of lymphovascular space invasion in mesothelin-negative tumors (2P = .03). At a median follow-up of 75.8 months, 20 (18.3%) patients had experienced a recurrence, and 22 (20.2%) had died. Five-year progression-free survival was 87% and 92% in patients with mesothelin-positive and those with mesothelin-negative tumors (2P = .43). Five-year overall survival was 85% and 91% in patients with mesothelin-positive and those with mesothelin-negative tumors (2P = .57), respectively. Mesothelin expression was not an independent predictor of survival outcomes. CONCLUSION Mesothelin expression was identified in 34% of patients with TNBC. Mesothelin expression did not correlate with survival outcomes in patients with TNBC.
Collapse
Affiliation(s)
- Napa Parinyanitikul
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | | | | | | | | | | |
Collapse
|
36
|
Ellis MJ, Li S, Shen D, Ding L, Crowder R, Shao J, Goncalves R, Tao Y, Luo J, Prat A, Liu W, Gonzalez-Angulo AM, Liu S, McMichael JF, Miller C, Larson D, Fulton RS, Mooney T, Hoog J, Lin L, Giuntoli T, Bumb C, Cooper C, Aft R, Kitchens RT, Johnson SN, Phommaly C, Kavuri MS, DeSchryver K, Lin A, Dong Y, Ma CX, Pluard T, Naughton M, Bose R, Suresh R, McDowell RG, Michel L, Wilson R, Wang S, Maher C, Mills GB, Perou C, Mardis ER. Abstract LB-265: Patient-derived xenografts from advanced luminal-type breast cancer: insights into endocrine therapy resistance. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-lb-265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Deeper understanding the mechanisms by which luminal-type breast cancer develops resistance to endocrine therapy and development of novel strategies to treat these patients requires model systems recapitulate human breast cancer as accurately as possible. An increasing body of work suggests patient derived xenografts (PDX) may represent an informative model for development of novel therapeutics. We therefore established seven xenograft tumor lines from late-stage breast cancer patients with estrogen positive (ER+) disease. To date five ER+ PDX lines have been tested for responses to estradiol treatment in overiectomized NOD/SCID mice. Three showed estradiol independent-growth, one estrogen-stimulated growth and in one estradiol-induced a regression. These patterns mimicked the clinical phenotypes of each patient, tracking survival and responses to serial endocrine treatments. To define new mechanisms for resistance, whole genome DNA sequencing, RNA sequencing and Reverse Phase Protein Assay analysis was conducted. These studies identified an ESR1/YAP1 balanced translocation in a PDX model and tumor of origin showing low levels of ER, paradoxical high level expression form luminal genes and extreme ET resistance. The ESR1 YAP1 fusion maintained the N terminal DNA binding motif of ESR1, but the hormone binding and AF2 motifs were replaced with the C terminal transactivation domain of YAP1. Expression ESR1 YAP1 in ER+ breast cancer models down-regulated ER and induced estrogen independent growth. PDX endocrine phenotypes parallel tumor of origin responses to endocrine therapy and revel novel mechanism for endocrine therapy resistance.
Citation Format: Matthew J. Ellis, Shunqiang Li, Dong Shen, Li Ding, Robert Crowder, Jeiya Shao, Rodrigo Goncalves, Yu Tao, Jingqin Luo, Aleix Prat, Wenbin Liu, Ana Maria Gonzalez-Angulo, Shuying Liu, Joshua F. McMichael, Chris Miller, Dave Larson, Robert S. Fulton, Tom Mooney, Jeremy Hoog, Li Lin, Therese Giuntoli, Caroline Bumb, Crystal Cooper, Rebecca Aft, Robert T. Kitchens, Stephen N. Johnson, Chanpheng Phommaly, Megha Shiyam Kavuri, Katherine DeSchryver, Austin Lin, YiYu Dong, Cynthia X. Ma, Timothy Pluard, Michael Naughton, Ron Bose, Rama Suresh, Reida G. McDowell, Loren Michel, Richard Wilson, Shaomeng Wang, Christopher Maher, Gordon B. Mills, Charles Perou, Elaine R. Mardis. Patient-derived xenografts from advanced luminal-type breast cancer: insights into endocrine therapy resistance. [abstract]. In: Proceedings of the 104th Annual Meeting of the American Association for Cancer Research; 2013 Apr 6-10; Washington, DC. Philadelphia (PA): AACR; Cancer Res 2013;73(8 Suppl):Abstract nr LB-265. doi:10.1158/1538-7445.AM2013-LB-265
Collapse
Affiliation(s)
| | - Shunqiang Li
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | - Dong Shen
- 2The Genome Institute, St. Louis, MO
| | - Li Ding
- 2The Genome Institute, St. Louis, MO
| | | | - Jeiya Shao
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | | | - Yu Tao
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | - Jingqin Luo
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | - Aleix Prat
- 3Vall d'Hebron Institute of Oncology, Barcelona, Spain
| | | | | | | | | | | | | | | | | | - Jeremy Hoog
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | - Li Lin
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | | | - Caroline Bumb
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | | | - Rebecca Aft
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | | | | | | | | | | | - Austin Lin
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | - YiYu Dong
- 5Memorial Sloan Kettering Cancer Center, New York, NY
| | - Cynthia X. Ma
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | | | | | - Ron Bose
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | - Rama Suresh
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | | | - Loren Michel
- 1Washington Univ. Siteman Cancer Ctr., St. Louis, MO
| | | | | | | | | | - Charles Perou
- 7University of North Carolina Chapel Hill, Chapel Hill, NC
| | | |
Collapse
|
37
|
Kim MM, Allen P, Gonzalez-Angulo AM, Woodward WA, Meric-Bernstam F, Buzdar AU, Hunt KK, Kuerer HM, Litton JK, Hortobagyi GN, Buchholz TA, Mittendorf EA. Pathologic complete response to neoadjuvant chemotherapy with trastuzumab predicts for improved survival in women with HER2-overexpressing breast cancer. Ann Oncol 2013; 24:1999-2004. [PMID: 23562929 DOI: 10.1093/annonc/mdt131] [Citation(s) in RCA: 57] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND We sought to determine the prognostic value of pathologic response to neoadjuvant chemotherapy with concurrent trastuzumab. PATIENTS AND METHODS Two hundred and twenty-nine women with HER2/neu (HER2)-overexpressing breast cancer were treated with neoadjuvant chemotherapy plus trastuzumab between 2001 and 2008. Patients were grouped based on pathologic complete response (pCR, n = 114) or less than pCR (<pCR, n = 115); as well as by pathologic stage. Locoregional recurrence-free (LRFS), distant metastasis-free (DMFS), recurrence-free (RFS), and overall survival (OS) rates were compared. RESULTS The median follow-up was 63 (range 53-77) months. There was no difference in clinical stage between patients with pCR or <pCR. Compared with patients achieving <pCR, those with the pCR had higher 5-year rates of LRFS (100% versus 95%, P = 0.011), DMFS (96% versus 80%, P < 0.001), RFS (96% versus 79%, P < 0.001), and OS (95% versus 84%, P = 0.006). Improvements in RFS and OS were seen with decreasing post-treatment stage. Failure to achieve a pCR was the strongest independent predictor of recurrence (hazard ratio [HR] = 4.09, 95% confidence interval [CI]: 1.67-10.04, P = 0.002) and death (HR = 4.15, 95% CI: 1.39-12.38, P = 0.011). CONCLUSIONS pCR and lower pathologic stage after neoadjuvant chemotherapy with trastuzumab are the strongest predictors of recurrence and survival and are surrogates of the long-term outcome in patients with HER2-overexpressing disease.
Collapse
Affiliation(s)
- M M Kim
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
38
|
Affiliation(s)
- Mariana Chavez-MacGregor
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | | |
Collapse
|
39
|
Meric-Bernstam F, Akcakanat A, Chen H, Sahin A, Tarco E, Carkaci S, Adrada B, Singh G, Anh-Do K, Garces Z, Mittendorf EA, Babiera G, Wagner J, Bedrosian I, Krishnamurthy S, Symmans WF, Gonzalez-Angulo AM, Mills G. Abstract P1-07-06: Effect of biospecimen variables on proteomic biomarker assessment in breast cancer. Cancer Res 2012. [DOI: 10.1158/0008-5472.sabcs12-p1-07-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: PI3K/Akt/mTOR signaling is being actively pursued as a therapeutic target. We sought to determine how tumor heterogeneity and biospecimen variables affect assessment of PI3K/Akt/mTOR pathway activation.
Methods: Intraoperative image-guided core-needle biopsies (CNB) of primary breast tumors were prospectively collected in 53 patients with invasive breast cancer. After surgery, specimens were collected from the center and periphery of the excised tumor. CNB, central and peripheral surgical specimens were assessed with reverse phase proteomic arrays (RPPA), H&E and immunohistochemistry (IHC).
Results: The expression of standard of care markers ER, PR, and HER2 by RPPA correlated well between biospecimen types. Overall, there was a significant correlation between the expression of 132 (86%) of 154 different markers in the center and periphery; the correlation was significantly higher for smaller tumors, and with shorter cold ischemia time. Expression of many investigational prognostic markers and druggable targets on CNB correlated with expression in the surgical specimen (average of center and periphery), while others, such as EGFR and c-MET, had a weak correlation. Of 154 RPPA markers, 132 (86%) were not statistically different between the center and periphery, and 97 (67%) were not different between the CNB and the surgical specimen. On analysis of the PI3K/AKT/mTOR pathway, pAkt S473 and PTEN had a significant correlation between central and peripheral specimens, and between CNB and surgical specimens. However, pAkt S473, pS6 S235/236 and pS6 240/244 levels were higher in CNB than the central specimens both by RPPA and by IHC. When patients were classified by RPPA PI3K pathway activation score, there was a moderate agreement between classification on the CNB and central specimens (Cohen's Kappa 0.539). However 9 of 20 tumors classified as having PI3K activation on CNB were classified as not having pathway activation on central specimens.
Conclusions: There is remarkable homogeneity in expression of biomarkers within a tumor. However, proteomic markers are differentially expressed by biospecimen type and other preanalytic variables. PI3K pathway activation is greater in CNB compared to surgical samples.
Citation Information: Cancer Res 2012;72(24 Suppl):Abstract nr P1-07-06.
Collapse
Affiliation(s)
- F Meric-Bernstam
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - A Akcakanat
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - H Chen
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - A Sahin
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - E Tarco
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - S Carkaci
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - B Adrada
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - G Singh
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - K Anh-Do
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - Z Garces
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - EA Mittendorf
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - G Babiera
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - J Wagner
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - I Bedrosian
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - S Krishnamurthy
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - WF Symmans
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - AM Gonzalez-Angulo
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| | - G Mills
- UT MD Anderson Cancer Center, Houston, TX; Ohio State University, Columbus, OH
| |
Collapse
|
40
|
Dawood S, Gonzalez-Angulo AM, Liu S, Chen H, Li Y, Albarracin CT. Abstract P6-07-25: Annexin expression and survival outcomes in women with breast cancer. Cancer Res 2012. [DOI: 10.1158/0008-5472.sabcs12-p6-07-25] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The annexin superfamily of proteins has been implicated in several cellular processes. In particular, annexin A1 is known to have anti-inflammatory, anti-proliferative and pro-apoptotic functions. The expression and precise role of annexin A1 in breast cancer have been conflicting. The goal of this retrospective study was to explore the association of annexin A1 expression and survival outcome among women with breast cancer.
Methods: 426 women with breast cancer whose tumor samples and associated data was available were identified. Annexin A1 expression was measured using RPPA and was considered as a categorical and continuous variable. Range of annexin A1 levels for the cohort was −1.90 to 2.36. Patients were divided into four groups according to the annexin A1 level: a) negative (annexin A1 <-0.84), b) low (annexin A1 > = −0.84 and <0.23), c) medium (annexin A1 >=0.23 and < 1.29) and d) high (annexin A1 >=1.29). Recurrence free survival (RFS) was estimated using the Kaplan-Meier product limit methods and compared across groups using log rank statistic. Cox proportional hazards models were used to determine the association of survival outcomes and annexin expression (continuous variable) adjusted by patient and tumor characteristics.
Results: Median age at diagnosis was 62 years. 41 (9.6%), 245 (57.5%), 25 (5.9) and 115 (27.0%) patients had Her2 positive, hormone receptor (HR) positive, metaplastic and triple negative (TNBC) disease respectively. For the whole cohort 44 (10%), 235 (55.2%), 119 (27.9%), 28 (6.6%) breast tumors were classified as having negative, low, medium and high annexin expression respectively. High annexin A1 levels were associated with hormone receptor positive disease, increased age, post-menopausal status, low grade and lower disease stage. Median annexin A1 level was −0.19, 0.0, −0.34, −0.2 among tumors that were HER2 positive, HR positive, metaplastic and TNBC disease respectively. 5-yearRFS was 65.8% and 84.9% respectively among women with negative/low and medium/high annexin A1 levels respectively (p < 0.0001). Among women with Her2 positive, HR positive, metaplastic or TNBC disease 5-year RFS was significantly higher among tumors with medium/high annexin A1 levels. In the multivariable model an increase in annexin was associated with a 13% reduction in the risk of recurrence (HR = 0.87, 95% CI 0.60–1.26, p = 0.46).
Conclusion: In this large dataset with long follow up our results indicate that high annexin A1 expression among women with breast cancer was associated with favorable patient and tumor characteristics and an improved RFS. Annexin A1 should be explored further as a potential prognostic biomarker.
Citation Information: Cancer Res 2012;72(24 Suppl):Abstract nr P6-07-25.
Collapse
Affiliation(s)
- S Dawood
- MD Anderson Cancer Center, Houston, TX; Dubai Hospital, United Arab Emirates
| | - AM Gonzalez-Angulo
- MD Anderson Cancer Center, Houston, TX; Dubai Hospital, United Arab Emirates
| | - S Liu
- MD Anderson Cancer Center, Houston, TX; Dubai Hospital, United Arab Emirates
| | - H Chen
- MD Anderson Cancer Center, Houston, TX; Dubai Hospital, United Arab Emirates
| | - Y Li
- MD Anderson Cancer Center, Houston, TX; Dubai Hospital, United Arab Emirates
| | - CT Albarracin
- MD Anderson Cancer Center, Houston, TX; Dubai Hospital, United Arab Emirates
| |
Collapse
|
41
|
Dennison JB, Molina JR, Mitra S, Gonzalez-Angulo AM, Brown RE, Mills GB. Abstract P3-06-06: Lactate dehydrogenase B in breast cancer contributes to glycolytic phenotype and predicts response to neoadjuvant chemotherapy. Cancer Res 2012. [DOI: 10.1158/0008-5472.sabcs12-p3-06-06] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Purpose: Although breast cancers are known to be molecularly heterogeneous, their metabolic heterogeneity is less well understood. This study aimed to identify and evaluate metabolic biomarkers in breast cancers and determine their ability to predict outcomes.
Methods: mRNA microarray data from breast cancer cell lines were used to identify bimodal genes, those with the highest potential for robust high/low classification in a clinical setting. Using a panel of breast cancer cell lines, expression and activity of the highest scoring bimodal metabolism gene, lactate dehydrogenase B (LDHB), was quantified and associated with glycolytic phenotype. The contribution of LDHB to glycolysis was evaluated using MDA-MB-231 and HCC1937 cell lines with stable lentiviral knockdown of LDHB. mRNA expression of LDHB was evaluated for association with neoadjuvant chemotherapy response within clinical and PAM50-derived subtypes.
Results: LDHB was highly expressed in cell lines with glycolytic, basal-like phenotypes. Knockdown of LDHB in cell lines reduced glycolytic dependence, linking LDHB expression directly to metabolic function. Using four independent patient datasets, LDHB mRNA expression was positively associated with basal subtype and negatively associated with luminal and HER2 subtypes. Furthermore, LDHB predicted basal phenotype independently of hormone-receptor (HR) clinical status (OR = 21.6 for HR-positive/HER2-negative and OR = 18.2 for triple-negative). While LDHB expression could predict basal phenotype, high LDHB expression identified aggressive breast cancer tumors that were primarily but not exclusively basal. Importantly, high LDHB expression predicted pathological complete response to neoadjuvant chemotherapy for both hormone receptor (HR) positive/HER2-negative (OR = 4.0, P = .0002) and triple-negative (OR = 3.0, P = .003) cancers. Consistent with increased response to chemotherapy, LDHB expression in basal cancers within the triple-negative group was associated with the proliferative marker CCNB1 (P < .0001).
Conclusion: mRNA expression of LDHB as a single marker predicted glycolytic phenotype in cell lines and response to neoadjuvant chemotherapy in breast cancers independently of HR status. These observations support prospective clinical evaluation of LDHB as a predictive marker of response for breast cancer patients treated with neoadjuvant chemotherapy.
Citation Information: Cancer Res 2012;72(24 Suppl):Abstract nr P3-06-06.
Collapse
Affiliation(s)
- JB Dennison
- MD Anderson Cancer Center, Houston, TX; University of Texas Health Science Center, Houston, TX
| | - JR Molina
- MD Anderson Cancer Center, Houston, TX; University of Texas Health Science Center, Houston, TX
| | - S Mitra
- MD Anderson Cancer Center, Houston, TX; University of Texas Health Science Center, Houston, TX
| | - AM Gonzalez-Angulo
- MD Anderson Cancer Center, Houston, TX; University of Texas Health Science Center, Houston, TX
| | - RE Brown
- MD Anderson Cancer Center, Houston, TX; University of Texas Health Science Center, Houston, TX
| | - GB Mills
- MD Anderson Cancer Center, Houston, TX; University of Texas Health Science Center, Houston, TX
| |
Collapse
|
42
|
Chavez MGM, Lei X, Giordano SH, Valero V, Esteva F, Mittendorf EA, Gonzalez-Angulo AM, Hortobagyi GN. Abstract P5-20-02: Predictors of long-term survival in a large cohort of patients with HER2-positive (HER2+) metastatic breast cancer (MBC). Cancer Res 2012. [DOI: 10.1158/0008-5472.sabcs12-p5-20-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Numerous studies have examined prognostic factors for survival in breast cancer patients (pts), but few have focused on long-term survival among pts with HER2+ MBC receiving HER2-targeted therapy. In this study we sought to evaluate the clinical characteristics and predictive factors of long-term survival in this group of pts.
Methods: All pts with HER2+ MBC treated with HER2-directed therapy at MD Anderson Cancer Center were identified by retrospective review of the Institutional Breast Medical Oncology database. HER2 status was determined by IHC or FISH. Patient characteristics were analyzed using descriptive statistics. Overall survival (OS) was measured from the date of diagnosis of the first distant metastasis to the date of death or last contact. Pts were grouped according to OS and categorized as long term-survivors (LTS, OS ≥5 years), or non-long term survivors (non-LTS, OS <5 years). A multivariable logistic regression model was fit to examine the relationship between long-term survival and patient characteristics.
Results: We identified 1603 pts diagnosed with HER2+ MBC between 1994 and 2012 and treated with HER2-targeted therapy. A total of 154 (14.5%) pts were categorized as LTS (median follow-up 80 months, median OS 92.2 months); in this subgroup we identified 10 pts that survived ≥10 years. There were 909 (85.5%) not-LTS (median follow-up 20 months, median OS 27.6 months). Among LTS, 67.5% of the pts were younger than 50 years old; 63.4% had HR-positive tumors and initial stage at the time of diagnosis was I in 11.9%, II in 39.9%, III in 16.3% and stage IV de novo in 32% of the pts. 5-year survival estimates demonstrated differences according to age (31% in patients ≤50 years vs. 25% in patients >50, p = 0.005); stage at diagnosis (25% for stage I-III vs. 36% for stage IV de novo, p < 0.001); HR status (35% in HR-positive vs. 22% in HR-negative, p < 0.001) and number of sites of metastatic disease (33%, 25% and 19% for 1, 2 and ≥3 sites, p < 0.001). By multivariable analysis, we identified that HR-positivity (OR = 1.69; 95% CI 1.17–2.44), number of sites of metastases (3 vs. 1 OR = 0.41; 95% CI 0.23–0.72), location of metastases (visceral vs. bone-soft tissue OR = 0.61; 95% CI 0.4–0.91), resection of metastases (OR = 2.38; 95% CI 1.53–3.69) and primary breast surgery among pts with stage IV de novo (OR = 2.88; 95% CI 1.47–5.66) were significantly associated with long-term survival.
Conclusions: Some patients with HER2+positive MBC have an excellent outcome, particularly younger pts with HR-positive tumors, low burden of disease and non-visceral metastases in which multidisciplinary treatment is favored. In the era of HER2-targeted therapies, 14.5% of the patients are long-term survivors. To our knowledge this is the largest series identifying the characteristics of this group of patients.
Citation Information: Cancer Res 2012;72(24 Suppl):Abstract nr P5-20-02.
Collapse
Affiliation(s)
| | - X Lei
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - SH Giordano
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - V Valero
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - F Esteva
- University of Texas MD Anderson Cancer Center, Houston, TX
| | - EA Mittendorf
- University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - GN Hortobagyi
- University of Texas MD Anderson Cancer Center, Houston, TX
| |
Collapse
|
43
|
Meric-Bernstam F, Gutierrez-Barrera AM, Litton J, Mellor-Crummey L, Ready K, Gonzalez-Angulo AM, Lu KH, Hortobagyi GN, Arun BK. Genotype in BRCA-associated breast cancers. Breast J 2012; 19:87-91. [PMID: 23231005 DOI: 10.1111/tbj.12056] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Women with BRCA1 or 2 mutations are at high risk for breast cancer. For BRCA1, a trend of increasing risk has been associated with increasing downstream (3') location for mutations compared to the upstream (5') mutations in the gene. For BRCA2, an increased risk of breast cancer has been associated with mutations outside of the ovarian cancer cluster region (OCCR). We sought to determine the mutation position in BRCA-associated breast cancers and whether or not there was a genotype-phenotype correlation. Breast cancer patients with BRCA1/2 mutations were identified by a search of a prospectively maintained data base. Mutation site, patient, and tumor characteristics were determined through retrospective review. One hundred and sixty-four patients with BRCA1-associated breast cancer and 109 patients with BRCA2-associated breast cancer were identified. Among patients with BRCA1-associated cancers, 86 (52%) had mutations in the 5' half of the gene. Among patients with BRCA2-associated breast cancers, 40 (37%) had OCCR mutations. Although BRCA1-associated tumors were more likely to be ER/PR- than BRCA2-associated cancers (p < 0.0001), there was no difference in the tumor characteristics among BRCA1 or BRCA2-associated cancers based on mutation location. In this single-institution study, over half of BRCA1-associated and over a third of BRCA2-associated breast cancers were associated with putative lower risk mutations. Although we cannot exclude the possibility that mutations in these regions confer a lower relative risk for breast cancer, vigilance in cancer screening and prevention remains necessary. Further studies in genotype/phenotype correlation are needed to individualize prevention strategies.
Collapse
Affiliation(s)
- Funda Meric-Bernstam
- Departments of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA.
| | | | | | | | | | | | | | | | | |
Collapse
|
44
|
Litton JK, Gonzalez-Angulo AM. Evaluating Breast Cancer Risk With Genome-Wide Association Studies: Is This Approach Patient Ready? J Clin Oncol 2012; 30:4288-9. [DOI: 10.1200/jco.2012.46.1905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
|
45
|
Gonzalez-Angulo AM, Blumenschein GR. Defining biomarkers to predict sensitivity to PI3K/Akt/mTOR pathway inhibitors in breast cancer. Cancer Treat Rev 2012; 39:313-20. [PMID: 23218708 DOI: 10.1016/j.ctrv.2012.11.002] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2012] [Revised: 11/05/2012] [Accepted: 11/06/2012] [Indexed: 12/17/2022]
Abstract
BACKGROUND Identification and validation of biomarkers is increasingly important for the integration of novel targeted agents in the treatment of cancer. The phosphatidylinositol 3-kinase (PI3K)/Akt/mammalian target of rapamycin (mTOR) pathway represents a promising therapeutic target in breast carcinoma, and inhibitors targeting different nodes of the PI3K/Akt/mTOR axis are in development. Identification of biomarkers to help select patients who are most likely to benefit from these treatments is an essential unmet need. DESIGN MEDLINE and international conference abstracts were searched for evidence of markers of sensitivity to PI3K/Akt/mTOR pathway inhibitors in breast cancer patients and preclinical models. RESULTS Preclinical evidence suggests that PI3K/Akt/mTOR pathway aberrations, notably in PIK3CA, may identify a subpopulation of patients with breast cancer who preferentially respond to PI3K/Akt/mTOR inhibitors. However, additional markers are needed to identify all patients with de novo sensitivity to PI3K/Akt/mTOR pathway inhibition. Early clinical studies to validate these biomarkers have as yet been inconclusive. CONCLUSIONS Prospective, adequately designed and powered clinical trials are needed to test candidate biomarkers of sensitivity to PI3K/Akt/mTOR pathway inhibitors in patients with breast cancer, and to determine whether certain PI3K/Akt/mTOR pathway inhibitors are more appropriate in different subtypes depending on the pattern of molecular alteration.
Collapse
Affiliation(s)
- A M Gonzalez-Angulo
- Department of Breast Medical Oncology, The University of Texas, M.D. Anderson Cancer Center, Houston, TX, USA.
| | | |
Collapse
|
46
|
Lynch SP, Lei X, Chavez-MacGregor M, Hsu L, Meric-Bernstam F, Buchholz TA, Zhang A, Hortobagyi GN, Valero V, Gonzalez-Angulo AM. Multifocality and multicentricity in breast cancer and survival outcomes. Ann Oncol 2012; 23:3063-3069. [PMID: 22776706 PMCID: PMC3501230 DOI: 10.1093/annonc/mds136] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2012] [Revised: 03/22/2012] [Accepted: 03/27/2012] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND The clinicopathological characteristics and the prognostic significance of multifocal (MF) and multicentric (MC) breast cancers are not well established. PATIENTS AND METHODS MF and MC were defined as more than one lesion in the same quadrant or in separate quadrants, respectively. The Kaplan-Meier product limit was used to calculate recurrence-free survival (RFS), breast cancer-specific survival (BCSS), and overall survival (OS). Cox proportional hazards models were fit to determine independent associations of MF/MC disease with survival outcomes. RESULTS Of 3924 patients, 942 (24%) had MF (n = 695) or MC (n = 247) disease. MF/MC disease was associated with higher T stages (T2: 26% versus 21.6%; T3: 7.4% versus 2.3%, P < 0.001), grade 3 disease (44% versus 38.2%, P < 0.001), lymphovascular invasion (26.2% versus 19.3%, P < 0.001), and lymph node metastases (43.1% versus 27.3%, P < 0.001). MC, but not MF, breast cancers were associated with a worse 5-year RFS (90% versus 95%, P = 0.02) and BCSS (95% versus 97%, P = 0.01). Multivariate analysis shows that MF or MC did not have an independent impact on RFS, BCSS, or OS. CONCLUSIONS MF/MC breast cancers were associated with poor prognostic factors, but were not independent predictors of worse survival outcomes. Our findings support the current TNM staging system of using the diameter of the largest lesion to assign T stage.
Collapse
Affiliation(s)
- S P Lynch
- Division of Cancer Medicine, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - X Lei
- Departments of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - M Chavez-MacGregor
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - L Hsu
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - F Meric-Bernstam
- Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - T A Buchholz
- Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A Zhang
- Pathology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - G N Hortobagyi
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - V Valero
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A M Gonzalez-Angulo
- Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA; Systems Biology, The University of Texas MD Anderson Cancer Center, Houston, USA.
| |
Collapse
|
47
|
Gonzalez-Angulo AM, Liu S, Chen H, Chavez-Macgregor M, Sahin A, Hortobagyi GN, Mills GB, Do KA, Meric-Bernstam F. Functional proteomics characterization of residual breast cancer after neoadjuvant systemic chemotherapy. Ann Oncol 2012; 24:909-16. [PMID: 23139263 DOI: 10.1093/annonc/mds530] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND The purpose of this study was to determine the functional proteomic characteristics of residual breast cancer and hormone receptor (HR)-positive breast cancer after neoadjuvant systemic chemotherapy, and their relationship with patient outcomes. METHODS Reverse phase protein arrays of 76 proteins were carried out. A boosting approach in conjunction with a Cox proportional hazard model defined relapse predictors. A risk score (RS) was calculated with the sum of the coefficients from the final model. Survival outcomes and associations of the RS with relapse were estimated. An independent test set was used to validate the results. RESULTS Test (n = 99) and validation sets (n = 79) were comparable. CoxBoost revealed a three-biomarker (CHK1pS345, Caveolin1, and RAB25) and a two-biomarker (CD31 and Cyclin E1) model that correlated with recurrence-free survival (RFS) in all residual breast cancers and in HR-positive disease, respectively. Unsupervised clustering split patients into high- and low risk of relapse groups with different 3-year RFS (P ≤ 0.001 both). RS was a substantial predictor of RFS (P = 0.0008 and 0.0083) after adjustment for other substantial characteristics. Similar results were found in validation sets. CONCLUSIONS We found models that independently predicted RFS in all residual breast cancer and in residual HR-positive disease that may represent potential targets of therapy in this resistant disease.
Collapse
Affiliation(s)
- A M Gonzalez-Angulo
- Departments of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Unit 1354, 1515 Holcombe Boulevard, Houston, TX 77030-4009,
| | | | | | | | | | | | | | | | | |
Collapse
|
48
|
Abstract
INTRODUCTION The phosphoinositide triphosphate kinase (PI3K)/AKT/mammalian target of rapamycin (mTOR) is a central regulatory pathway involved in cell proliferation, growth, differentiation, metabolism and survival. Deregulation of this pathway is well described in breast cancer and is associated to the development of endocrine resistance among hormone receptor (HR)-positive tumors. Everolimus , an mTOR-inhibitor has clinical activity against breast cancer and has shown to restore sensitivity to endocrine therapy. AREAS COVERED We review the clinical data and the results of the recently published clinical trials evaluating the use of everolimus in HR-positive breast cancer patients in combination with endocrine therapy. We discuss the data regarding efficacy but also describe in detail the side effect profile of this drug. EXPERT OPINION Everolimus represents a new therapeutic alternative for the treatment of HR-positive metastatic breast cancer. Everolimus is in general a well-tolerated drug, however, stomatitis, fatigue and hematological abnormalities are common. It is still unclear if there are specific subgroups of patients that receive greater benefit from everolimus and whether there is a relationship between the presence of PIK3CA mutations and efficacy. The results of biomarker studies will hopefully provide information that will help us determine which patients are most likely to benefit from this treatment.
Collapse
Affiliation(s)
- Mariana Chavez-MacGregor
- The University of Texas, MD Anderson Cancer Center, Department of Breast Medical Oncology, 1155 Herman P Pressler, CPB5.3540, Houston, TX 77030, USA
| | | |
Collapse
|
49
|
Trapé AP, Gonzalez-Angulo AM. Breast cancer and metastasis: on the way toward individualized therapy. Cancer Genomics Proteomics 2012; 9:297-310. [PMID: 22990109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023] Open
Abstract
Breast cancer (BC) remains the most common cancer type diagnosed in women. Although targeted therapies have improved patient survival for advanced BC, these tumors frequently relapse due to drug resistance mechanisms. A systems biology approach integrates DNA, RNA and protein alterations generated from multidimensional platforms to better understand the mechanisms that regulate the metastatic process. Downstream functional analyses in pre-clinical studies might integrate the role of these aberrations into the cell, leading to discovery of new therapeutic targets. In the present report, we review relevant findings associated with genomic, transcriptomic and proteomic analyses and the contribution of the systems biology concept to the interpretation of these data in the metastatic context. Also, we highlight the importance of re-designing clinical trials towards metastasis prevention for improvement of personalized care.
Collapse
Affiliation(s)
- Adriana Priscila Trapé
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030-4009, U.S.A
| | | |
Collapse
|
50
|
Sangai T, Akcakanat A, Chen H, Tarco E, Wu Y, Do KA, Miller TW, Arteaga CL, Mills GB, Gonzalez-Angulo AM, Meric-Bernstam F. Biomarkers of response to Akt inhibitor MK-2206 in breast cancer. Clin Cancer Res 2012; 18:5816-28. [PMID: 22932669 DOI: 10.1158/1078-0432.ccr-12-1141] [Citation(s) in RCA: 123] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE We tested the hypothesis that allosteric Akt inhibitor MK-2206 inhibits tumor growth, and that PTEN/PIK3CA mutations confer MK-2206 sensitivity. EXPERIMENTAL DESIGN MK-2206 effects on cell signaling were assessed in vitro and in vivo. Its antitumor efficacy was assessed in vitro in a panel of cancer cell lines with differing PIK3CA and PTEN status. Its in vivo efficacy was tested as a single agent and in combination with paclitaxel. RESULTS MK-2206 inhibited Akt signaling and cell-cycle progression, and increased apoptosis in a dose-dependent manner in breast cancer cell lines. Cell lines with PTEN or PIK3CA mutations were significantly more sensitive to MK-2206; however, several lines with PTEN/PIK3CA mutations were MK-2206 resistant. siRNA knockdown of PTEN in breast cancer cells increased Akt phosphorylation concordant with increased MK-2206 sensitivity. Stable transfection of PIK3CA E545K or H1047R mutant plasmids into normal-like MCF10A breast cells enhanced MK-2206 sensitivity. Cell lines that were less sensitive to MK-2206 had lower ratios of Akt1/Akt2 and had less growth inhibition with Akt siRNA knockdown. In PTEN-mutant ZR75-1 breast cancer xenografts, MK-2206 treatment inhibited Akt signaling, cell proliferation, and tumor growth. In vitro, MK-2206 showed a synergistic interaction with paclitaxel in MK-2206-sensitive cell lines, and this combination had significantly greater antitumor efficacy than either agent alone in vivo. CONCLUSIONS MK-2206 has antitumor activity alone and in combination with chemotherapy. This activity may be greater in tumors with PTEN loss or PIK3CA mutation, providing a strategy for patient enrichment in clinical trials.
Collapse
Affiliation(s)
- Takafumi Sangai
- Department of Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030-4009, USA
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|