Abstract Introduction The 2-3 fold excess risk of multiple myeloma (MM) among family members of cases suggests a heritable contribution to risk. Recently, a genome-wide association study (GWAS) identified two genome-wide significant and one promising novel loci associated with multiple myeloma risk. To confirm these associations and identify additional novel risk loci, we performed a four-center, genome-wide association meta-analysis. Methods A fixed effects model was used for the meta-analysis which included a total of 1248 cases and 1485 controls, all of European descent, genotyped and analyzed at four separate centers with samples contributed by 10 studies. After quality control and imputation using the 1000 Genomes Project, the analysis included ∼9.5 million variants (λ=1.024). Associations between (single nucleotide polymorphisms) SNP genotypes and MM risk were evaluated under a log-additive model of inheritance, with each study adjusting for age, sex, and up to 10 principal components to control for population stratification. Promising results were replicated in an independent set of 1587 cases and 1770 controls using TaqMan, for a total of 2835 and 3255 cases and controls, respectively, in a combined meta-analysis. Results The discovery meta-analysis did not reveal any genome-wide significant associations (defined as p<5 x 10-8). We used a novel pruning algorithm to identify the top 35 most promising single nucleotide polymorphisms (SNPs) to advance to replication. We successfully genotyped 22 SNPs in the replication set. In the combined discovery and replication meta-analysis, rs1345359 at 12q23.1 was the most strongly associated SNP (P=9 x 10-8, Table 1). The variant allele C was associated with reduced risk (odds ratio discovery set [OR]= 0.69, OR replication set = 0.78, OR combined = 0.74). A second locus at 20q13.2 (rs150220835), was associated with a two-fold increased risk (P=1.22 x 10-6), a borderline increased risk (P=0.0900) and 45% increased risk (P=2.44 X 10-5) in the discovery, replication, and combined analysis sets respectively (Table 1). We also confirmed the association between MM risk and two previously published SNPs (rs4487645, p=0.0007and rs105251, p=0.0044) (Broderick et al., Nat. Genet., 2011). The third previously suggested SNP (rs6746082) was of nominal significance (p=0.0517) in the meta-analysis. Discussion We confirmed the association between MM risk and two previously published SNPs and identified a possible association with a novel SNP in chromosome 12q23.1 (rs1345359). This SNP is not located in a gene nor associated with biofeatures in ENCODE, thus further examination of correlated SNPs is necessary to identify a functional SNP linked to this locus. We also found suggestive evidence for a second locus at 20q13.2 requiring additional replication. Larger studies would improve risk variant discovery for this rare hematologic malignancy. Disclosures: Wolf: Celgene: Honoraria, Research Funding; Millenium: Honoraria; Onyx: Honoraria. Anderson:Celgene, Millennium, BMS, Onyx: Membership on an entity’s Board of Directors or advisory committees; Acetylon, Oncopep: Scientific Founder , Scientific Founder Other.
Deletion Of Samsn1 Underlies Genetic Susceptibility To Monoclonal Gammopathy Of Undetermined Significance (MGUS) In Mice
Abstract KaLwRij/C57Bl (KaLwRij, “Kal-ridge”) is a spontaneous mutant mouse strain predisposed to monoclonal gammopathy of uncertain significance (MGUS) and parallels many features of human pathology including progression to multiple myeloma (MM). In African Americans, an increased prevalence of MM is due to an increased risk of MGUS development (rather than increased rate of progression from MGUS) and is likely therefore mediated by germline MGUS risk alleles. In both humans and mice, the genetic basis for MGUS/MM risk is unknown. We sought to identify the genetic basis for MGUS/MM risk in KaLwRij mice to shed light on genes or pathways that might mediate risk in humans. We employed a novel integrative computational analysis, combining KaLwRij/B6 modified haplotype block analysis and low-power human MM/control single nucleotide polymorphism (SNP) data. We used high-density SNP arrays to establish genetic distances of KaLwRij from 11 another diverse inbred strains and confirmed close homology to parent C57Bl/6. Haplotype block analysis identified genetic loci that diverged from C57Bl/6 and included over 500 genes. We filtered the haplotype list using previously published RNA expression data from the bone marrow of C57Bl/6 and KaLwRij mice, to identify 71 differentially expressed genes. As a final filter, we used SNP data from a genome wide association study (GWAS) of human Caucasian MM case and normal volunteer samples (∼300 each) to identify SNPs differentially represented in MM patients. Combining these sets yielded four (4) candidate genes. Our top candidate, Samsn1 (Hacs1), is a negative regulator of B-cell activation and interestingly, was first identified as a gene differentially expressed in MM. Strikingly, we found that KaLwRij mice had a complete germline deletion of the Samsn1 gene. Samsn1 is expressed within the hematopoetic compartment, including B-cells, macrophages, and osteoclasts (OC), key cell types that participate in MM pathology. Consistent with the reported inhibitory function of SAMSN1, KaLwRij had enhanced naïve B-cell response and constitutive Lyn phosphorylation. Further, we found that KaLwRij macrophages and OC also have constitutive Lyn activation consistent activation of cytokine signaling pathways in stromal cells. Absence of Samsn1 may lead to unregulated B-cell and macrophage/OC activation, priming both a pro-tumor bone microenvironment and B-cells for development of MGUS and predisposition to MM. Our approach focused on germline loci rather than malignant cell genetic alterations, advancing our understanding of host predisposition. Identification of the gene or genes predisposing patients to MGUS/MM will provide novel targets for identifying at-risk individuals and will potentially allow the develop of preventative therapeutics for MM. Disclosures: No relevant conflicts of interest to declare.
Inherited Loss of Samsn1 Contributes to Increased Risk of MGUS and MM through Effects on Multiple Cell Types, Including B-Cells, Transformed Myeloma Cells, and Macrophages
Abstract Multiple myeloma (MM) is a malignancy of plasma B-cells that is invariably preceded by monoclonal gammopathy of undetermined significance (MGUS), a pre-neoplastic plasma cell proliferative disorder. C57Bl/KaLwRij (KaLwRij) is a spontaneous inbred mouse strain predisposed to benign idiopathic paraproteinemia (BIP), a plasma cell dyscrasia that parallels many features of human pathology including progression to myeloma. In both humans and mice, the genetic basis for MGUS/MM risk is unknown. We sought to identify the genetic basis for MGUS/MM risk in KaLwRij mice to shed light on genes or pathways that mediate disease risk in humans. Using an integrative approach, we combined KaLwRij x B6 haplotype analysis (418 genes) and a MM patient association study (180 genes) to identify five candidate genes likely to contribute to both murine BIP-susceptibility and human MM risk. Surprisingly, we found KaLwRij mice had homozygous germline deletion of one of the five candidate genes, Samsn1, a putative negative regulator of B-cell activation. Consistent with the reported inhibitory function of SAMSN1 in B-cells, KaLwRij mice had enhanced naïve B-cell response in vitro following stimulation with IL4 and LPS and in vivo following immunization. We found that re-expression of Samsn1 in KaLwRij-derived myeloma cell line 5TGM1 decreased MM tumor growth in vitro, suggesting that loss of Samsn1 contributes to tumor growth in part through a cell intrinsic mechanism. Importantly, germline risk alleles may also influence cell types beyond the pre-malignant B-cells. It is established that the host environment also plays a critical role in supporting myeloma growth in KaLwRij mice. We found that Samsn1 is highly expressed in macrophages, but not in other MM-supportive cell types including osteoclasts and bone marrow stromal cells. Myeloma-associated macrophages play critical roles in supporting tumor growth and are broadly classified as anti-tumor M1 macrophages and tumor-promoting M2 macrophages. Microarray analysis of macrophages from B6 and KaLwRij mice prior to onset of BIP revealed three differentially expressed genes, but only one, Samsn1, is conserved in the human genome. We found that both unpolararized primary peritoneal and MCSF cultured bone marrow macrophages from healthy KaLwRij mice had markedly elevated expression of pro-tumorigenic M2 macrophage markers FIZZ1 and YM1 compared to B6 controls, despite the absence of activating cytokines. To confirm that loss of Samsn1 influenced macrophage activation and M2 polarization, we obtained bone marrow macrophages from mice with a targeted deletion of Samsn1 and found that unpolarized Samsn1-/- cells had similarly increased pro-tumor M2 macrophage marker expression. To evaluate the biologic significance of Samsn1 loss in macrophages on MM tumor growth, we established 5TGM1 MM tumors and injected M2 polarized macrophages from B6, KaLwRij, or Samsn1-/- mice. We found that MM tumor burden was markedly enhanced by the addition of a Samsn1-/- or KaLwRij macrophages compared to wild type macrophages. Thus, we found that loss of Samsn1 in macrophages enhances M2 polarization, prior to MGUS/MM development and can promote established myeloma tumor growth. Together, this data suggests that Samsn1 is a gene contributing to BIP-susceptibility in KaLwRij mice through mutually exclusive functions in multiple cell types including B-cells and macrophages. It is likely that SAMSN1 and its pathway members contribute to human MM progression, and may represent a point for preventative therapeutic intervention. Disclosures No relevant conflicts of interest to declare.
Abstract B42: Overexpression of ENRAGE is an obesity-related alteration in clear cell renal cell carcinoma
Abstract Background: The incidence of renal cell carcinoma (RCC) in the United States (U.S.) continues to rise and this trend cannot be fully attributed to incidental detection via increased use of abdominal imaging. Related to this, obesity rates have been rising steadily in the U.S. for several decades and obesity is one of the most widely accepted risk factors for the development of RCC. Interestingly, to date there are limited data regarding the molecular mechanisms that link obesity with an increased risk of RCC. Moreover, the few studies that have investigated the molecular underpinnings that link obesity and RCC have all used a candidate gene approach focusing exclusively on evaluation of germline genetic alterations (i.e., host genetics) and not somatic alterations in the tumor itself. Motivated by this, we used a multi-stage design to identify and validate genes that are associated with obesity-related clear cell RCC (ccRCC). Methods: We conducted a gene-expression microarray study of ccRCC and compared gene expression between 19 obese and 46 non-obese patients in both ccRCC tumors and patient-matched normal kidney tissues. Analyses were first stratified by smoking status, the other widely acceptable risk factor for RCC, and subsequently performed on the pooled cohort. To identify genes that are specific to obesity-related ccRCC, we identified Affymetrix probesets that had a tissue type-by-obesity status interaction p-value <0.01 amongst non-smokers (stage 1), an interaction p-value <0.05 in patients with a history of smoking (stage 2) and an interaction p-value<0.01 in the pooled analysis (stage 3). Lastly, targeted validation was performed via RT-PCR on an independent cohort of 19 obese and 54 non-obese patients in both ccRCC tumors and patient-matched normal kidney tissues (stage 4). In addition to evaluating differential expression, an enrichment analysis was performed using DAVID and the results were compared to the Genetic Association Database. Results: From our microarray analyses, we identified two genes and one non-coding RNA as having candidate associations with obesity-related ccRCC: EFCAB6, ENRAGE and NCRNA00263, respectively. Using RT-PCR, we validated that while expression of ENRAGE is similar in normal kidney tissue across obese and non-obese subjects, ENRAGE is significantly over expressed in ccRCC tissues from obese patients compared to non-obese subjects. Others have shown that ENRAGE is a useful biomarker of inflammation and has a positive association with visceral fat adiposity, which provides further credence to our observations. As an alternative analysis approach, using the Genetic Association Database to identify medically-relevant somatic features, we also observed a putative relationship between GAL, IL6R, NMB and SORBS1 with obesity. Although the results of this alternative analysis approach are exploratory and thus need to be validated, there are some interesting relationships to note. Particularly, several variants in IL6R have been previously linked to obesity, diabetes and fat mass. Also, GAL is thought to play a role in drug resistance to chemotherapy in cell lines, warranting continued investigation to see if obese individuals with high or low expression show differential drug response. Conclusions: We provide evidence that overexpression of ENRAGE in ccRCC tumor tissue is an obesity-associated alteration. Up regulation of ENRAGE could lead to local, autocrine stimulation of the RAGE receptor and thus support cancer progression. Additionally, we show evidence of a putative relationship between GAL, IL6R, NMB and SORBS1 with obesity; however, these results need to be validated. Citation Format: Jeanette E. Eckel-Passow, Daniel J. Serie, Brian M. Bot, Richard W. Joseph, Steven N. Hart, John C. Cheville, Alexander S. Parker. Overexpression of ENRAGE is an obesity-related alteration in clear cell renal cell carcinoma. [abstract]. In: Proceedings of the Twelfth Annual AACR International Conference on Frontiers in Cancer Prevention Research; 2013 Oct 27-30; National Harbor, MD. Philadelphia (PA): AACR; Can Prev Res 2013;6(11 Suppl): Abstract nr B42.
Clinical impact of loss of H3K36me3 expression in patients with clear cell renal cell carcinoma.
Abstract Purpose: Young age has been shown to be an independent predictor of poor outcome in breast cancer. In HER2-positive breast cancer, the effects of aging remain largely unknown. Experimental Design: A total of 4,547 patients were included [3,132 from North Central Cancer Treatment Group (NCCTG) N9831 and 1,415 from National Surgical Adjuvant Breast and Bowel Project (NSABP) B-31]. Pathologic stromal tumor-infiltrating lymphocyte (sTIL) and molecular tumor infiltrating lymphocyte (mTIL) signatures were evaluated. Results: In NCCTG N9831, comparable benefit of trastuzumab was observed in all patients [age ≤ 40; HR, 0.43; 95% confidence interval (CI), 0.28–0.66; P < 0.001; and age > 40; HR, 0.56; 95% CI, 0.45–0.69; P < 0.001]. Similar results were observed in NSABP B-31 (age ≤ 40; HR, 0.45; 95% CI, 0.29–0.68; P < 0.001; and age > 40; HR, 0.42; 95% CI, 0.33–0.54; P < 0.001). Among patients who received chemotherapy alone, younger age was associated with poor outcome in the hormone receptor–positive subset, but not the hormone receptor–negative subset, in both trials. Although there was no association between sTILs and age, a small, but significant increase in mTIL CD45 and some immune subset signatures were observed. Among patients who received chemotherapy alone, patients over 40 years of age with lymphocyte-predominant breast cancer had excellent outcome, with 95% remaining recurrence free at 15 years. Conclusions: Among patients treated with trastuzumab, there was no significant difference in outcome related to age. Our study suggests that trastuzumab can negate the poor prognosis associated with young age.
Loss of BAP1 and PBRM1 expression in non-clear cell renal cell carcinomas compared to clear cell renal cell carcinomas.