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Waks AG, Cohen O, Kochupurakkal B, Kim D, Dunn CE, Buendia Buendia J, Wander S, Helvie K, Lloyd MR, Marini L, Hughes ME, Freeman SS, Ivy SP, Geradts J, Isakoff S, LoRusso P, Adalsteinsson VA, Tolaney SM, Matulonis U, Krop IE, D'Andrea AD, Winer EP, Lin NU, Shapiro GI, Wagle N. Reversion and non-reversion mechanisms of resistance to PARP inhibitor or platinum chemotherapy in BRCA1/2-mutant metastatic breast cancer. Ann Oncol 2020; 31:590-598. [PMID: 32245699 DOI: 10.1016/j.annonc.2020.02.008] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [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: 09/11/2019] [Revised: 02/05/2020] [Accepted: 02/12/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Little is known about mechanisms of resistance to poly(adenosine diphosphate-ribose) polymerase inhibitors (PARPi) and platinum chemotherapy in patients with metastatic breast cancer and BRCA1/2 mutations. Further investigation of resistance in clinical cohorts may point to strategies to prevent or overcome treatment failure. PATIENTS AND METHODS We obtained tumor biopsies from metastatic breast cancer patients with BRCA1/2 deficiency before and after acquired resistance to PARPi or platinum chemotherapy. Whole exome sequencing was carried out on each tumor, germline DNA, and circulating tumor DNA. Tumors underwent RNA sequencing, and immunohistochemical staining for RAD51 foci on tumor sections was carried out for functional assessment of intact homologous recombination (HR). RESULTS Pre- and post-resistance tumor samples were sequenced from eight patients (four with BRCA1 and four with BRCA2 mutation; four treated with PARPi and four with platinum). Following disease progression on DNA-damaging therapy, four patients (50%) acquired at least one somatic reversion alteration likely to result in functional BRCA1/2 protein detected by tumor or circulating tumor DNA sequencing. Two patients with germline BRCA1 deficiency acquired genomic alterations anticipated to restore HR through increased DNA end resection: loss of TP53BP1 in one patient and amplification of MRE11A in another. RAD51 foci were acquired post-resistance in all patients with genomic reversion, consistent with reconstitution of HR. All patients whose tumors demonstrated RAD51 foci post-resistance were intrinsically resistant to subsequent lines of DNA-damaging therapy. CONCLUSIONS Genomic reversion in BRCA1/2 was the most commonly observed mechanism of resistance, occurring in four of eight patients. Novel sequence alterations leading to increased DNA end resection were seen in two patients, and may be targetable for therapeutic benefit. The presence of RAD51 foci by immunohistochemistry was consistent with BRCA1/2 protein functional status from genomic data and predicted response to later DNA-damaging therapy, supporting RAD51 focus formation as a clinically useful biomarker.
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Affiliation(s)
- A G Waks
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Department of Medicine, Brigham and Women's Hospital, Boston, USA; Broad Institute of MIT and Harvard, Cambridge, USA; Harvard Medical School, Boston, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, USA
| | - O Cohen
- Broad Institute of MIT and Harvard, Cambridge, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, USA
| | - B Kochupurakkal
- Center for DNA Damage and Repair, Dana-Farber Cancer Institute, Boston, USA
| | - D Kim
- Broad Institute of MIT and Harvard, Cambridge, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, USA
| | - C E Dunn
- Center for DNA Damage and Repair, Dana-Farber Cancer Institute, Boston, USA
| | - J Buendia Buendia
- Broad Institute of MIT and Harvard, Cambridge, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, USA
| | - S Wander
- Broad Institute of MIT and Harvard, Cambridge, USA; Harvard Medical School, Boston, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, USA; Center for DNA Damage and Repair, Dana-Farber Cancer Institute, Boston, USA
| | - K Helvie
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, USA
| | - M R Lloyd
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; University of Massachusetts Medical School, Worcester, USA
| | - L Marini
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, USA
| | - M E Hughes
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA
| | - S S Freeman
- Broad Institute of MIT and Harvard, Cambridge, USA
| | - S P Ivy
- Investigational Drug Branch, Cancer Therapy Evaluation Program, National Cancer Institute, Bethesda, USA
| | - J Geradts
- City of Hope Comprehensive Cancer Center, Duarte, USA
| | - S Isakoff
- Harvard Medical School, Boston, USA; Massachusetts General Hospital Cancer Center and Department of Medicine, Harvard Medical School, Boston, USA
| | | | | | - S M Tolaney
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Department of Medicine, Brigham and Women's Hospital, Boston, USA; Harvard Medical School, Boston, USA
| | - U Matulonis
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Department of Medicine, Brigham and Women's Hospital, Boston, USA; Harvard Medical School, Boston, USA
| | - I E Krop
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Department of Medicine, Brigham and Women's Hospital, Boston, USA; Harvard Medical School, Boston, USA
| | - A D D'Andrea
- Harvard Medical School, Boston, USA; Center for DNA Damage and Repair, Dana-Farber Cancer Institute, Boston, USA; Department of Radiation Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, USA
| | - E P Winer
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Department of Medicine, Brigham and Women's Hospital, Boston, USA; Harvard Medical School, Boston, USA
| | - N U Lin
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Department of Medicine, Brigham and Women's Hospital, Boston, USA; Harvard Medical School, Boston, USA
| | - G I Shapiro
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Department of Medicine, Brigham and Women's Hospital, Boston, USA; Harvard Medical School, Boston, USA; Center for DNA Damage and Repair, Dana-Farber Cancer Institute, Boston, USA
| | - N Wagle
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, USA; Department of Medicine, Brigham and Women's Hospital, Boston, USA; Broad Institute of MIT and Harvard, Cambridge, USA; Harvard Medical School, Boston, USA; Center for Cancer Precision Medicine, Dana-Farber Cancer Institute, Boston, USA.
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Cohen O, Buendia-Buendia J, Wander S, Nayar U, Mao P, Waks A, Kim D, Freeman S, Adalsteinsson V, Helvie K, Livitz D, Rosebrock D, Leshchiner I, Dellostritto L, Garrido-Castro A, Jain E, Periyasamy S, Mackichan C, Lloyd M, Marini L, Krop I, Garraway L, Getz G, Winer E, Lin N, Wagle N. Abstract PD9-02: Evolutionary analysis of 462 serial metastatic biopsies from 208 patients with estrogen receptor-positive (ER+) metastatic breast cancer (MBC) using whole exome sequencing (WES). Cancer Res 2019. [DOI: 10.1158/1538-7445.sabcs18-pd9-02] [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: While great strides have been made in the treatment of ER+ MBC, therapeutic resistance is nearly universal. The genomic evolution of ER+ breast cancer in the metastatic setting under the selective pressure of multiple lines of therapies is not well understood. To address this, we analyzed the clonal dynamics of serial metastatic samples (mets) to evaluate how tumors evolve and to identify acquired resistance mechanisms.
Methods: We performed WES on 462 clinically annotated samples from 208 patients (pts) with ER+ MBC, including 67 primary tumor biopsies, 229 metastatic biopsies and 160 blood samples (cfDNA). Pts with multiple mets included cases with temporally concordant metastatic tumor and blood samples (48 pts) and cases with serial mets obtained over the course of treatment in the metastatic setting (69 pts). Treatments given between the serial mets included CDK4/6 inhibitors (23 pts), and selective estrogen receptor degraders (19 pts), among others.
Results: In the temporally-concordant mets, we found that cfDNA mutations (muts) largely overlap with muts found in tumor biopsies, capturing >85% of clonal tumor muts. However, we observed a higher level of heterogeneity in cfDNA compared to biopsies (p.value< 1.05e-19, Welch test) and a subset of high-confidence muts that were only detected in cfDNA, including in clinically important genes such as ESR1, PIK3CA, KRAS, and ERBB2. Analysis of serial mets was used to elucidate the evolutionary dynamics within the metastatic setting under the selective pressure of treatment. The median duration between mets was 112 days and the median number of inter-biopsy unique treatments was two. Most tumors continued to evolve within the metastatic setting, with 50 out of 69 pts (72%) acquiring a meaningful sub-clone (50% increase in relative cancer cell fraction) and 31 out of 69 (45%) acquiring muts in known cancer genes, including a subset acquiring a plausible resistance alteration such as alterations that dysregulate ER (5 out of 69 pts, 7%; ESR1 mut, FOXA1 amplification (amp), NCOR1 bi-allelic deletion (del)), ERBB (4%; ERBB2 amp, ERBB3 mut), RAS (4%; KRAS mut, NRAS amp, NF1 del), FGF/FGFR (12%; FGFR2 mut, FGFR1/2 amp, FGF3 amp), and cell cycle (13%; RB1 del, CDK4 amp, AURKA amp, CDKN2A del). Finally, in pts who had multiple mets, we observed several cases of evolutionary convergence toward equivalent resistance mechanisms including convergent RB1 loss as a mechanism of resistance to a CDK4/6 inhibitor and convergent BRCA2 reversion following resistance to a PARP inhibitor.
Conclusions: This study demonstrates that ER+ MBC continues to evolve under the selective pressure of treatments in the metastatic setting. These findings elucidate the challenge of studying high complexity and heavily treated tumors, while also highlighting some commonalities in the evolutionary trajectories selected by these treatments. The multiplicity of clinically relevant genomic alterations acquired in these advanced stages highlights the need for serial biopsies and the potential to inform post-progression therapeutic choices through targeting the acquired dependencies in post-progression tumors.
Citation Format: Cohen O, Buendia-Buendia J, Wander S, Nayar U, Mao P, Waks A, Kim D, Freeman S, Adalsteinsson V, Helvie K, Livitz D, Rosebrock D, Leshchiner I, Dellostritto L, Garrido-Castro A, Jain E, Periyasamy S, Mackichan C, Lloyd M, Marini L, Krop I, Garraway L, Getz G, Winer E, Lin N, Wagle N. Evolutionary analysis of 462 serial metastatic biopsies from 208 patients with estrogen receptor-positive (ER+) metastatic breast cancer (MBC) using whole exome sequencing (WES) [abstract]. In: Proceedings of the 2018 San Antonio Breast Cancer Symposium; 2018 Dec 4-8; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2019;79(4 Suppl):Abstract nr PD9-02.
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Affiliation(s)
- O Cohen
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - J Buendia-Buendia
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - S Wander
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - U Nayar
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - P Mao
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - A Waks
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - D Kim
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - S Freeman
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - V Adalsteinsson
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - K Helvie
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - D Livitz
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - D Rosebrock
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - I Leshchiner
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - L Dellostritto
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - A Garrido-Castro
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - E Jain
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - S Periyasamy
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - C Mackichan
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - M Lloyd
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - L Marini
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - I Krop
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - L Garraway
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - G Getz
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - E Winer
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - N Lin
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
| | - N Wagle
- Broad Institute of MIT and Harvard, Cambridge, MA; Dana-Farber Cancer Institute, Boston, MA; Harvard Medical School, Boston, MA; Brigham and Women's Hospital, Boston, MA; Massachusetts General Hospital Cancer Center, Charlestown, MA
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Picon-Ruiz M, Pan C, Drewes-Elger K, Jang K, Besser A, Zaho D, Morata-Tarifa C, Kim M, Ince TA, Azzam D, Wander S, Cote RJ, Guy HA, El-Ashry D, Torne-Poyatos P, Marchal JA, Slingerland JM. Abstract P6-05-01: Interactions between adipocytes and breast cancer cells stimulate cytokine production and drive Src/SOX2/miR-302b mediated malignant progression. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p6-05-01] [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
Consequences of the obesity epidemic on cancer morbidity and mortality are not fully appreciated. Obesity is a risk factor for many cancers, but the mechanisms by which it contributes to cancer development and patient outcome have yet to be fully elucidated. Here, we examined the effects of coculturing human-derived adipocytes with established and primary breast cancer cells on tumorigenic potential. We found that the interaction between adipocytes and cancer cells increased the secretion of proinflammatory cytokines. Prolonged culture of cancer cells with adipocytes or cytokines increased the proportion of mammosphere-forming cells and of cells expressing stem-like markers in vitro. Furthermore, contact with immature adipocytes increased the abundance of cancer cells with tumor-forming and metastatic potential in vivo. Mechanistic investigations demonstrated that cancer cells cultured with immature adipocytes or cytokines activated Src, thus promoting Sox2, c-Myc, and Nanog upregulation. Moreover, Sox2-dependent induction of miR-302b further stimulated cMYC and SOX2 expression and potentiated the cytokine-induced cancer stem cell-like properties. Finally, we found that Src inhibitors decreased cytokine production after coculture, indicating that Src is not only activated by adipocyte or cytokine exposures, but is also required to sustain cytokine induction. These data support a model in which cancer cell invasion into local fat would establish feed-forward loops to activate Src, maintain proinflammatory cytokine production, and increase tumor-initiating cell abundance and metastatic progression. Collectively, our findings reveal new insights underlying increased breast cancer mortality in obese individuals and provide a novel preclinical rationale to test the efficacy of Src inhibitors for breast cancer treatment.
Citation Format: Picon-Ruiz M, Pan C, Drewes-Elger K, Jang K, Besser A, Zaho D, Morata-Tarifa C, Kim M, Ince TA, Azzam D, Wander S, Cote RJ, Guy HA, El-Ashry D, Torne-Poyatos P, Marchal JA, Slingerland JM. Interactions between adipocytes and breast cancer cells stimulate cytokine production and drive Src/SOX2/miR-302b mediated malignant progression [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P6-05-01.
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Affiliation(s)
- M Picon-Ruiz
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - C Pan
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - K Drewes-Elger
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - K Jang
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - A Besser
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - D Zaho
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - C Morata-Tarifa
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - M Kim
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - TA Ince
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - D Azzam
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - S Wander
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - RJ Cote
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - HA Guy
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - D El-Ashry
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - P Torne-Poyatos
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - JA Marchal
- University of Miami, Miami, FL; University of Granada, Granada, Spain
| | - JM Slingerland
- University of Miami, Miami, FL; University of Granada, Granada, Spain
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