Citations

Abstract Introduction: Relapsed and refractory multiple myeloma (MM) remains a significant clinical challenge and drugs with new mechanisms of action to overcome resistance are needed. Constitutive activation of the PI3K/Akt/mTOR pathway in MM promotes tumorigenesis through propagation of the cell cycle, protein synthesis, and inhibition of apoptosis. Anti-MM effects of rapalogs are limited due to feedback activation of the PI3K/Akt signaling pathway. Agents capable of targeting PI3K and mTORC1 or both mTORC1/C2 are able to partially overcome such resistance mechanisms. However, the mTORC2 mediated increase in pAkt (Ser473) after PI3K/mTORC1 inhibition and the activation of PI3K after mTORC1/C2 inhibition could still contribute to resistance to such agents. We sought to investigate the effects of SPR965 (synthesized and provided by Sphaera Pharma, Singapore under an MTA), an orally bioavailable novel small molecule with inhibition of class 1 PI3 kinase and mTORC1/C2 kinases on MM cell lines and patient cells. Results: SPR965 induced cytotoxicity and inhibited proliferation in all MM cell lines examined with IC50 values between 25-500nM. To understand if SPR965 induced apoptotic cell death, annexin/PI staining followed by flow cytometric assays were performed, which showed a clear increase in cells undergoing apoptosis. Western blots showed increase in caspase-3, -9, and PARP cleavage confirming apoptotic induction by SPR965. Importantly, SPR965 caused potent increase in apoptosis in cytogenetically distinct MM patient cells. Next, we examined the mechanism of action of SPR965. SPR965 caused potent mTORC1 inhibition evidenced by decreased p4E-BP1, p-p70S6K, and pS6 at doses as low as 25nM. SPR965 was able to inhibit PI3K activity as shown by decreased pPDK1 and pBTK at slightly higher concentrations of 75nM. Phosphorylation of Akt S473, a TORC2 substrate, increased at initial low concentrations of SPR965, but was attenuated at concentrations of 100 nM and above, demonstrating dose-dependent inhibition of mTORC2. Such effects were also observed when we performed western blots on MM patient derived primary plasma cells. Increased levels of p27 (KIP1) were observed suggestive of G1 growth arrest, which was confirmed on cell cycle analysis. Since SPR965 caused an increase in pAkt (both T308 and S473) at doses up to 75nM, we examined if SPR965 was able to synergize with an Akt inhibitor MK2206 at doses lower than 75nM. Our results showed potent synergy suggesting that the pAkt up regulation contributes to partial resistance, which is inhibited by SPR965 at doses of 100nM and higher, doses that are still clinically achievable. Conclusion: Our findings demonstrate SPR965 induces apoptosis of MM cells through the inhibition of PI3K and mTORC1/C2 activity. Further studies are underway to better characterize the mechanism of action of SPR965, all of which will be informative for the drug to be used as a single agent or in combination with other agents in relapsed MM. Citation Format: Jeremy T. Larsen, Vijay Ramakrishnan, Jessica Haug, Teresa Kimlinger, Somdutta Sen, Dinesh Mahajan, Sundeep Dugar, S. Vincent Rajkumar, Shaji K. Kumar. Preclinical activity of dual PI3K/mTOR inhibitor SPR965 in multiple myeloma. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 2653. doi:10.1158/1538-7445.AM2015-2653

Abstract BACKGROUND: Burkitt lymphoma (BL) represents approximately 40% of all childhood and adolescent non-Hodgkin lymphoma (Miles/Cairo, BJH, 2012). Children with relapsed or progressive BL develop chemotherapy-resistant disease and can rarely be cured with salvage therapy (Cairo et al, JCO, 2012). Bruton's tyrosine kinase (BTK) is a regulator of normal B-cell development and is activated upon B-cell receptor (BCR) stimulation. Chronic active BCR signaling through BTK activation can be inhibited by the selective and covalent BTK inhibitor, ibrutinib (Young et al, Nat Rev, 2013). Ibrutinib has been highly effective in the treatment of refractory patients with CLL and MCL and has been approved by the FDA for patients with CLL or MCL who have received at least one prior therapy (USPI) (Byrd et al, NEJM, 2013 and Wang et al, NEJM, 2013). BL, however, is associated with tonic or possibly chronic active BCR signaling; while, both CLL and MCL have chronic active BCR signaling. We have previously demonstrated ibrutinib significantly decrease BL proliferation and viability in vitro (Lee/Cairo et al, ASH, 2014) OBJECTIVE: We hypothesize that ibrutinib may be a potential adjuvant agent in the treatment of BL. Therefore, we investigated the in vivo anti-tumor activity of ibrutinib in BL xenografted NOD/SCID (NSG) mice. METHODS: The luciferase expression plasmid (ffluc-Zeo), kindly provided by L. Cooper, MD) was transfected into Raji cells. Cells were subcutaneously injected into NSG mice (6-8wks old, NOD.Cg-Prkdcscid Il2rgtm1Wjl/SzJ, Jackson lab). Tumor cells engraftment and progression were examined by Bioluminescent Imaging using the Xenogen IVIS-200 (Caliper Life Sciences). Mice were orally gavaged with vehicle control or Ibrutinib (1.25, 12.5 and 25mg/kg/day, generously provided by Janssen R&D, LLC) for 10 days. Statistical probability of survival and curve were determined by Kaplan Meier method. RESULTS: We observed a significant decrease in tumor luminescence intensity following ibrutinib treated BL xenografted NSG mice at day 20 (12.5mg/kg, p<0.001 and 25mg/kg, p<0.05) and at day 25 (12.5mg/kg, p<0.05 and 25mg/kg, p<0.05) compared to vehicle control. Furthermore, ibrutinib (12.5 mg/kg) treated mice significantly prolonged survival compared to vehicle control mice (p<0.05). The median survival of mice following ibrutinib treatment (1.25, 12.5 and 25 mg/kg) were 31.5, 37.5 and 22.5 days, respectively, compared to control (24 days). CONCLUSIONS: Ibrutinib significantly decreased tumor progression and significantly increased the survival in BL xenografted NSG mice following 12.5mg/kg ibrutinib treatment. These results indicate that ibrutinib may be a potential adjuvant agent therapy in the treatment of BL. Future directions will be investigated the efficacy of ibrutinib in combination with dexamethasone in BL xenografted NSG mice. Citation Format: Sanghoon Lee, Changhong Yin, Timmy O'Connell, Matthew Barth, Janet Ayello, Lauren Harrison, Carmella van de Ven, Rodney Miles, Paul Galardy, Stanton C. Goldman, Megan Lim, Michelle Hermiston, Linda McAllister-Lucas, Lisa G. Roth, Sherrie L. Perkins, Mitchell S. Cairo. Ibrutinib significantly improves survival in a human Burkitt lymphoma (BL) xenograft NSG mouse model: Ibrutinib may be a potential adjuvant agent in the treatment of BL. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 2608. doi:10.1158/1538-7445.AM2015-2608

Abstract Background: Current systemic agents for advanced Hepatocellular carcinoma (HCC) achieve minimal survival benefits. Tumor Growth Factor-β (TGF-β) is a potent tumor suppressor via its SMAD2/3 signaling axis; its inactivation has been implicated in hepatocarcinogenesis. Paradoxically, TGF-β serum concentrations are elevated in patients with advanced HCC. The TGF-β receptor is currently explored in clinical trials as a therapeutic target. However, the mechanisms mediating the functional switch of the TGF-β pathway to an oncogenic role in advanced HCC are unknown. Material and Methods: Gene expression profiling of human HCC was performed using the Oncomine database. Immunohistochemical analysis of human HCC samples was performed using Tissue Micro Arrays. Established human HCC cell lines were used for in vitro studies. Gene expression was assessed by qRT-PCR, ELISA and immunoblot analyses. shRNA was used for gene silencing. Cell cycle analysis was performed by FACS. Cell proliferation was assessed by microscopic quantification, MTS- and BrdU-assay. Apoptosis was analyzed by TUNEL assay and DAPI. Migration was evaluated by wound assay, and invasion by Boyden Chamber assay. Results: In human HCC, SMAD2 overexpression and decreased expression of the negative TGF-β/SMAD regulator SKI was correlated to shortened survival. Intranuclear pSer465/467-SMAD2 was identified in up to 65% of human HCC tumors, and correlated with TNM-stage, survival and pTyr705STAT3. In 50% of human HCC cell lines, the TGF-β/SMAD2 axis was functional. Exclusively in HCC cells with intact SMAD-signaling, TGF-β induced STAT3 Tyr705-phosporylation and nuclear translocation. We show that TGF-β1 transcriptionally regulates expression of the c-KIT ligand Stem Cell Factor (SCF). SCF is overexpressed in advanced HCC tumors, and correlated to pSMAD2, metastases and decreased survival. In human HCC cells, SCF activates STAT3 via auto- and paracrine stimulation of its cognate receptor c-KIT. TGF-β1-induced activation of STAT3 is inhibited by SCF-knockdown, inhibition of c-KIT or JAK1. The TGF-β1/STAT3 axis neutralizes the cell cycle inhibitory function of TGF-β in human HCC cell lines, and instead promotes EMT, tumor cell migration and invasion. Disruption of the TGF-β/STAT3 signaling axis inhibits its tumor promoting effects and restores TGF-β antiproliferative effects. Conclusion: In advanced HCC, TGF-β/SMAD2-signaling is constitutively activated and correlated to worse outcomes. The functional switch of TGF-β is mediated through aberrant expression of SCF with subsequent stimulation of the c-KIT/STAT3 signaling axis. Disruption of this axis restores TGF-β tumor suppressor function. Disruption of the molecular network between TGF-β1/SMAD2 and SCF/STAT3 constitutes a novel therapeutic strategy aiming at restoration of a dysregulated tumor suppressor. Citation Format: Andres Rojas, Pingyu Zhang, Ying Wang, Nina M. Munoz, Lianchun Xiao, Jing Wang, Gregory J. Gores, Mien-Chie Hung, Boris R. A. Blechacz. TGF-β/SMAD2 signaling drives tumor-progression via c-KIT/STAT3-signaling in advanced HCC. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 1962. doi:10.1158/1538-7445.AM2015-1962

Abstract Distinct subtypes of triple negative (TN) breast cancer have currently been identified by tumor expression profiling and are thought to be influenced by the tumor microenvironment. However, little is known about the relationship between distinguishing histopathologic features of TN tumors, which reflect aspects of both tumor behavior and tumor microenvironment, and molecular TN subtypes. We analyzed whole genome expression profiles of 593 TN tumors from the Triple Negative Breast Cancer Consortium (TNBCC) using the Illumina Whole Genome DASL array. Histopathologic review of mitotic index, grade, trabecular pattern, growth pattern, involution, presence of ductal carcinoma in situ, and degree of lymphoid infiltrate, necrosis, fibrosis, and lobulitis was completed for 310 of these tumors. Clusters were identified both agnostically and using genes associated with these histopathologic features, and subtypes were evaluated for enriched pathways and associations with histopathologic features. Agnostic clustering identified four stable clusters which represented a basal-like (BL) signature, a luminal signature with overexpression of androgen receptor and targets, an immune signature, and a stromal (STR) signature. Overall, the TN tumors tended to have little or no necrosis (91%), high grade (88%), a high mitotic index (80%), fibrosis (77%), an epicentric growth pattern (62%), incomplete lobular involution (55%), trabecular structures (37%), lymphocytic infiltration (25%), adjacent ductal carcinoma in situ (24%), and variable amounts of lobulitis. Using a combined total of 2,776 unique probes individually associated with the ten histopathologic features measured, we identified six distinct TN subtypes, with an additional BL and STR signature compared to the four agnostic subtypes. Our findings suggest that histopathologic features that reflect heterogeneity in tumor cell structure and behavior as well as the tumor microenvironment, particularly the presence of lymphocytic infiltrate, are critical for TN subtype identification. Further work is needed to validate these signatures and to better understand the immunologic pathways associated with each subtype. Citation Format: Kristen Purrington, Daniel Visscher, Drakoulis Yannoukakos, Jane Carpenter, Heli Nevanlinna, Arto Mannerma, Xianshu Wang, Graham Giles, Wei Zheng, Angela Cox, Hiltrud Brauch, Ute Hamann, Diana Eccles, Celine M. Vachon, Fergus J. Couch. Genes associated with histopathologic features of triple negative breast tumors predict molecular subtypes. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 1924. doi:10.1158/1538-7445.AM2015-1924

Abstract Cholangiocarcinoma (CCA) is a malignancy arising from the epithelial cells lining the biliary tract in the liver, the cholangiocytes. While cholangiocytes normally express cilia, we showed that they are significantly reduced in CCA by a mechanism involving overexpression of histone deacetylase 6 (HDAC6), a molecule that deacetylates the ciliary axoneme and promotes ciliary disassembly. Even though HDAC6 protein is overexpressed in CCA, we found no differences in its messenger RNA (mRNA) level, suggesting a post-transcriptional regulation, possibly involving microRNA (miRNA). Therefore, we hypothesized that decreased levels of specific miRNAs induce overexpression of HDAC6 in CCA. We compared miRNA levels between normal and CCA cholangiocyte cell lines and found that three miRNAs potentially targeting HDAC6 are downregulated (40-55% decrease) in CCA: miR-433, miR-22, and miR-200a. Experimental overexpression of miR-433, miR-22, or miR-200a in normal cholangiocytes decreased HDAC6 expression by 82%, 33%, and 39%, respectively. We selected miR-433 and miR-22 for further analysis and the downregulation of both miRNAs were confirmed by qRT-PCR on normal and six different CCA cell lines, and by in situ hybridization on control and CCA human liver samples. To further investigate the dysregulation of these miRNAs, we measured its precursor forms by qRT-PCR and, in contrast to the mature miR-433 and miR-22, the levels of the precursors were increased in malignant cells. In situ hybridization on human samples showed that the miR-433 probe was accumulated in the nucleus of malignant cholangiocytes. Taken together, these data suggested a potential impairment of nuclear export; therefore, we assessed the expression of the protein responsible for transporting microRNA precursors out of the nucleus, exportin-5. By western blotting, we found that exportin-5 is decreased by 50% in five different CCA cell lines compared to normal cholangiocyte cell lines. We confirmed the downregulation of exportin-5 protein by immunofluorescence of normal and CCA human liver samples. Finally, the experimental overexpression of exportin-5 in CCA cell lines restores the precursor and mature forms of these miRNAs to normal levels, inducing a decrease in the expression of HDAC6, and decreased proliferation and anchorage independent growth of the malignant cells. In summary, these data suggest that downregulation of exportin-5, preventing the nuclear export of the precursor forms of miR-433 and miR-22, may be the underlying mechanism explaining the decrease of miR-433 and miR-22, and the overexpression of HDAC6 in CCA. Thus, our work further clarifies the molecular mechanisms accounting for the absence of cilia in CCA and also identifies multiple potential molecules for targeted therapies like HDAC6, miR-433, miR-22, or exportin-5. Citation Format: Maria J. Lorenzo Pisarello, Brynn N. Howard, Christy E. Trussoni, Sergio Gradilone. Exportin-5 downregulation induces miRNA dysregulation and HDAC6 overexpression in cholangiocarcinoma. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 192. doi:10.1158/1538-7445.AM2015-192

Abstract Background: Squamous cell carcinoma is a common type of lung cancer and accounts for about 25-30% of all non-small cell lung cancers. Metformin is a drug commonly prescribed as first-line treatment for type-2 diabetes, with some evidence showing that the drug can also act directly on cancer cells. One of the mechanisms of action is through activation of the AMP-activated protein kinase (AMPK) which is involved in control of energy homeostasis in cells. The goal of this study was to determine metformin response in different cell lines and different cellular contexts, and to use that information to work towards the generation of a metformin “sensitivity index” that could be used guide individualized chemoprevention. Methods: We performed cell survival analysis on squamous cell carcinoma lines, skin fibroblast lines and differentiated IPS cell lines to identify differences in metformin response both for different cell lines and for cells in different cell context. Microarray profiling was used to determine differentially expressed genes that are regulated by metformin treatment in order to generate signatures of metformin response. Results: Cell survival analysis showed that different cell lines respond differently to metformin, and cells of identical genotypes in a variety of differentiated states or cellular contexts also show differential response to metformin. Gene expression profiling of metformin treated cells identified differentially expressed genes that may mediate metformin response. Conclusion: Differences in response to metformin treatment across a variety of cell lines and cellular contexts suggest heterogeneity that may be patient-specific. Using genes that are differentially expressed following metformin treatment, we identified a 55-gene set that can be used as a metformin “sensitivity index” to stratify patients into metformin responders and non-responders and guide individualized chemoprevention. Citation Format: Michael K. Asiedu, Matthew R. Barron, Marie Christine Aubry, Dennis Wigle. Metformin as a chemoprevention agent for lung squamous cancer. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 1897. doi:10.1158/1538-7445.AM2015-1897

Abstract Emerging evidence demonstrates that the DNA repair kinase DNA-PK exerts divergent roles in transcriptional regulation of unsolved consequence. Here, in vitro and in vivo interrogation demonstrate that DNA-PK functions as a selective modulator of transcriptional networks that induce cell migration, invasion, and metastasis. Accordingly, suppression of DNA-PK inhibits tumor metastases. Clinical assessment revealed that DNA-PK is significantly elevated in advanced disease, and independently predicts for metastases, recurrence, and reduced overall survival. Further investigation demonstrated that DNA-PK in advanced tumors is highly activated, independently of DNA damage indicators. Combined, these findings put forth new paradigms for DNA-PK function, identify DNA-PK as a potent driver of tumor progression and metastases, and nominate DNA-PK as a therapeutic target for advanced malignancies. Citation Format: Jonathan F. Goodwin, Vishal Kothari, Justin M. Drake, Shuang Zhao, Emanuela Dylgjeri, Jeffry L. Dean, Matthew J. Schiewer, Christopher McNair, Michael S. Magee, Robert B. Den, Ziqi Zhu, Nicholas A. Graham, Ajay A. Vashisht, James A. Wohlschlegel, Thomas G. Graeber, R Jeffrey Karnes, Mandeep Takhar, Elai Davicioni, Scott A. Tomlins, Nima Sharifi, Owen N. Witte, Felix Y. Feng, Karen E. Knudsen. DNA-PK-mediated transcriptional regulation drives tumor progression and metastasis. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 1860. doi:10.1158/1538-7445.AM2015-1860

Objective Cardiac changes of hypertensive pregnancy include left ventricular hypertrophy (LVH) and diastolic dysfunction. These are thought to regress postpartum. We hypothesised that women with a history of hypertensive pregnancy would have altered LV geometry and function when compared with women with only normotensive pregnancies. Methods In this cohort study, we analysed echocardiograms of 2637 women who participated in the Family Blood Pressure Program. We compared LV mass and function in women with hypertensive pregnancies with those with normotensive pregnancies. Results Women were evaluated at a mean age of 56 years: 427 (16%) had at least one hypertensive pregnancy; 2210 (84%) had normotensive pregnancies. Compared with women with normotensive pregnancies, women with hypertensive pregnancy had a greater risk of LVH (OR: 1.42; 95% CI 1.01 to 1.99, p=0.05), after adjusting for age, race, research network of the Family Blood Pressure Program, education, parity, BMI, hypertension and diabetes. When duration of hypertension was taken into account, this relationship was no longer significant (OR: 1.19; CI 0.08 to 1.78, p=0.38). Women with hypertensive pregnancies also had greater left atrial size and lower mitral E/A ratio after adjusting for demographic variables. The prevalence of systolic dysfunction was similar between the groups. Conclusions A history of hypertensive pregnancy is associated with LVH after adjusting for risk factors; this might be explained by longer duration of hypertension. This finding supports current guidelines recommending surveillance of women following a hypertensive pregnancy, and sets the stage for longitudinal echocardiographic studies to further elucidate progression of LV geometry and function after pregnancy. Clinical trial registrations GENOA- NCT00005269; HyperGEN- NCT00005267; Sapphire- NCT00005270; GenNet- NCT00005268.

Abstract Many germline genetic variants have been found to be associated with susceptibility to epithelial ovarian cancer (EOC), but currently few associations have been identified for EOC outcomes such as overall survival. In the absence of evidence for common germline markers, it is possible that rare variants not captured in GWAS arrays may be associated with overall survival. We hypothesize that rare variants, either individually or combined across a gene, may be associated with overall survival in EOC. We utilized data from two genotyping projects of the Ovarian Cancer Association Consortium (OCAC) that used commercial exome-based arrays. The primary sample, genotyped on the Affymetrix Axiom Exome Array at 227,892 standard and custom variants, consisted of 14 independent EOC studies (4293 cases; 2257 deaths). The secondary sample, genotyped on the Illumina Infinium HumanExome BeadChip at 114,620 variants, consisted of six additional EOC studies (1744 cases; 1027 deaths). Both sets were analyzed using Cox proportional hazards regression to determine the association of each variant with overall survival time. Meta-analysis was conducted across samples at 73,203 overlapping variants. Gene-level tests of over 18,000 genes were also conducted using burden tests and Sequencing Kernel Association Tests (SKAT) adapted for Cox proportional hazards models. Gene-level tests were conducted separately for the primary and secondary cases and then were meta-analyzed. Models were adjusted for age, site, and three principle components. Six individual variants had meta-analysis p-values < 1.0E-4, five of which were rare (MAF < 0.003). Common variant rs8170 (MAF = 0.2) in BABAM1 encoding BRISC and BRCA1 A complex member 1 - previously reported to be associated with EOC risk_showed evidence of association with overall survival (Pmeta = 1.5E-5) and consistent estimates of effect size across both samples (HR1 = 1.18, HR2 = 1.19). In imputed genotype data from over 18,000 subjects from OCAC genotyped on the COGS array, this association reaches genome-wide significance (HR = 1.15, P = 4.7E-9). Five genes had gene-level meta-analysis p-values < 1.0E-4, including top ranked ATG2B (p = 1.1E-6), an autophagy gene important for apoptosis; zinc finger protein PEG3 (p = 1.8E-5), playing a role in autophagy and down-regulated in EOC; helicase-like transcription factor HLTF (p = 1.9E-5), involved in post-replication DNA repair; mitochondrial fission regulator 1-like gene FAM54B (p = 3.1E-5); and T-cell surface glycoprotein CD1E (p = 8.8E-5). With over 6000 EOC cases in the primary and secondary samples, this is the largest genome-wide assessment of rare variant genetic associations with EOC overall survival. Variant rs8170 in BABAM1, a necessary component of the BRCA1 complex, is associated with overall survival. Single variant and gene-level analyses provide complementary approaches, suggesting additional candidates that warrant follow-up study. Citation Format: Stacey J. Winham, Brooke L. Fridley, Melissa C. Larson, Zachary Fogarty, Andrew Berchuck, Yian Ann Chen, Hui-Yi Lin, Georgia Chenevix-Trench, Jenny Permuth-Wey, Thomas A. Sellers, Ailith Pirie, Ellen L. Goode, Ovarian Cancer Association Consortium. Investigation of exome variants associated with overall survival in ovarian cancer. [abstract]. In: Proceedings of the 106th Annual Meeting of the American Association for Cancer Research; 2015 Apr 18-22; Philadelphia, PA. Philadelphia (PA): AACR; Cancer Res 2015;75(15 Suppl):Abstract nr 4636. doi:10.1158/1538-7445.AM2015-4636