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Kelsen DP, Schrader KA, Khanin R, Tang LH, Salo-Mullen EE, Offit K, Joseph V, Viale A, Mirander M, Coit DG, Strong VE, Janjigian YY, Ilson DH, Shah MA. Variable penetrance of CDH1 mutation diffuse gastric cancer: A genomic analysis. J Clin Oncol 2013. [DOI: 10.1200/jco.2013.31.15_suppl.4082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4082 Background: CDH1 encodes E-cadherin; mutations (CDH1mut) increase the risk of diffuse gastric (DGC) and lobular breast cancers. Life-time risk of DGC is estimated at 80%. Current recommendations are prophylactic gastrectomy (PG) in CDH1mut carriers after age 20. Foci of DGC are found in some PG; others have none at PG, and some CDH1mut without PG never develop cancer. Identifying risk modifying alleles or other genomic events which increase the risk of DGC may improve understanding of DGC and may provide a biomarker for when to perform PG. Methods: For a Gastric Cancer Registry, we collected family pedigrees, germline DNA and FFPE tumor from CDH1mut DGC patients (pts) and their families. From 24 families, with 52 CDH1mut individuals, we identified 4 families in which a young CDH1mut pt developed advanced DGC while their CDH1mut parent and siblings had no clinical evidence of DGC. Several relatives had undergone PG with no DGC found. We hypothesize that there are risk modifying alleles and/or a “second hit” that causes variable penetrance and early onset of DGC in the young CDH1mut pts. Whole genome sequencing was performed on germ line DNA (Complete Genomics, Inc. Mountain View, CA); and whole exome sequencing on tumor specimens (MSKCC). Results: To date, 4 DGC pts and 8 relatives from 4 families have been studied. All 4 affected pts were women (ages 17, 25, 27, 42); their unaffected CDH1mut parents were 41, 51, 54, and 70 years old. The families are of Kenyan, Scandinavian, Italian, Eastern European, and Scottish origin. CDH1 mutations for the pts and their families were confirmed on WGS, and were as follows: 1451C>A(pro484his);c. 1792C>T (arg598ter);c. 1893dupA in exon 12;c. 1565+1G>A (IVS10+1G>A). Analysis of germline DNA for modifying alleles is being performed (Ingenuity Systems, Redwood, Ca.); whole exome sequencing of tumor to identify a possible "second hit" is underway. These data will be presented. Conclusions: Since at least some older pts with proven CDH-1mut do not develop DGC while their children do, CGH-1mut alone may not be sufficient to cause early onset DGC. We hope to identify the additional genomic events associated with early onset advanced DGC. Supported in part by grants from the Gerstner and DeGregorio Foundations.
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Mallardo M, Caronno A, Pruneri G, Raviele PR, Viale A, Pelicci PG, Colombo E. NPMc+ and FLT3_ITD mutations cooperate in inducing acute leukaemia in a novel mouse model. Leukemia 2013; 27:2248-51. [DOI: 10.1038/leu.2013.114] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Montero-Conde C, Ruiz-Llorente S, Dominguez JM, Knauf JA, Viale A, Sherman EJ, Ryder M, Ghossein RA, Rosen N, Fagin JA. Abstract 3402: Relief of feedback inhibition of HER3 transcription by RAF and MEK inhibitors attenuates their antitumor effects in BRAF mutant thyroid carcinomas. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-3402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
The RAF inhibitor vemurafenib (PLX4032) increases survival in patients with BRAF-mutant metastatic melanoma, but has limited efficacy in patients with colorectal cancers. A trial with vemurafenib for thyroid cancer patients is now in progress.
We compared the response of thyroid and melanoma cell lines harboring BRAFV600E to vemurafenib and found that the majority of thyroid cancer cells were refractory to the inhibitor (IC50 > 1.5 μM). In addition, thyroid cancer cell lines showed a rebound in pERK beginning 6h post-treatment and a transient activation of pAKT. Expression profiling and pRTK array screens of PLX4032-treated cells showed higher expression and activation of HER family receptors, particularly HER2 and HER3. Phosphorylation of HER3 represented the most consistent PLX4032-dependent RTK activated across thyroid cancer cell lines (5/6 lines tested) and was not detectable in any of the melanoma or colorectal cancer cells we investigated. HER3 phosphorylation was also induced by the allosteric MEK inhibitor PD0325901 in thyroid cancers of TPO-Cre/LSL-BrafV600E mice. We identified HER2 as the main HER3 heterodimerization partner, which was activated via a neuregulin-dependent autocrine loop, which was specific to the thyroid cancer lineage, as it was not observed in either melanoma or colorectal BRAF-mutant lines. HER3 transcription was induced by MAPK inhibition, via dissociation of the CTBP1/2 transcriptional repressors from the HER3 gene promoter. Finally, the HER2/HER3 kinase inhibitor lapatinib sensitized BRAF-mutant thyroid cancer cells to growth inhibition by RAF or MEK inhibitors in vitro and in vivo, providing rationale for combination therapies in this disease. Hence, the early response of BRAF-mutant cancers to selective MAPK pathway inhibitors is marked by the relaxation of oncoprotein-driven negative feedback events, which differ between tumors of various lineages, and which predict a requirement for distinct therapeutic strategies.
Citation Format: Cristina Montero-Conde, Sergio Ruiz-Llorente, Jose M. Dominguez, Jeffrey A. Knauf, Agnes Viale, Eric J. Sherman, Mabel Ryder, Ronald A. Ghossein, Neal Rosen, James A. Fagin. Relief of feedback inhibition of HER3 transcription by RAF and MEK inhibitors attenuates their antitumor effects in BRAF mutant thyroid carcinomas. [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 3402. doi:10.1158/1538-7445.AM2013-3402
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Brannon AR, Vakiani E, Scott SN, Sylvester B, Kania K, Viale A, Kemeny N, Weiser M, Solit DB, Berger MF. Abstract 392: Delineating genomic heterogeneity in paired primary and metastatic colorectal cancer by massively parallel sequencing. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Colorectal cancer (CRC) is the third most common cause of cancer and cancer death for men and women in the United States. While the genetic steps necessary for carcinogenesis are well-defined, the subsequent genetic alterations driving tumor evolution to metastasis are not well characterized. We have performed deep sequencing of 230 key cancer-associated genes in 60 patient-matched primary tumor, metastatic tumor, and normal samples from CRC patients. Genes were selected on the basis of recurrent and/or “actionable” mutations reported in human tumors. Our custom captured-based sequencing assay, termed IMPACT (Integrated Mutation Profiling of Actionable Cancer Targets), provided a median sequence coverage of 644-fold, allowing for the identification of low frequency genetic events involving target genes. Somatic mutations, insertions/deletions (indels), and copy number alterations were identified and compared in both primary and metastatic samples. The most frequently mutated genes have all been previously implicated in CRC: APC, TP53, KRAS, PIK3CA, and SMAD4. Most genetic events were identical between primary and metastatic tumors; however, we identified particular alterations specific to the metastatic samples. The majority of these alterations were members of two important proliferative pathways, further lending credence that they might play an important role in metastatic progression. For patients with metastasis-specific mutations, we have sampled multiple microdissected regions from primary tumors to quantify the extent of intratumor heterogeneity and ascertain whether these differences are caused by sampling biases. The identification of these genetic variations between primary and metastatic tumors could have significant impact on biomarker analysis as well as treatment decisions for CRC patients.
Citation Format: Angela Rose Brannon, Efsevia Vakiani, Sasinya N. Scott, Brooke Sylvester, Krishan Kania, Agnes Viale, Nancy Kemeny, Martin Weiser, David B. Solit, Michael F. Berger. Delineating genomic heterogeneity in paired primary and metastatic colorectal cancer by massively parallel sequencing. [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 392. doi:10.1158/1538-7445.AM2013-392
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Voss MH, Hakimi AA, Pham CG, Brannon AR, Chen YB, Cunha LF, Akin O, Liu H, Takeda S, Scott SN, Socci ND, Viale A, Schultz N, Sander C, Reuter VE, Russo P, Cheng EH, Motzer RJ, Berger MF, Hsieh JJ. Abstract 3515: Pathway convergent evolution underscores treatment response to MTOR inhibitors in kidney cancers. Cancer Res 2013. [DOI: 10.1158/1538-7445.am2013-3515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Despite the established role of MTOR inhibitors (rapalogs) in treating advanced kidney cancer, therapeutic benefit varies and predictive biomarkers are lacking. Intratumor branching heterogeneity, a recently discovered hallmark of this disease, has raised concerns about the feasibility of developing genomic biomarkers for targeted agents in kidney cancer. We undertook an outlier approach to interrogate the genetic determinants underlying long-term therapeutic response (>20 months) to rapalogs in 6 patients. An integrated ultra-deep targeted-exome (∼500x) and standard whole-exome (∼100x) sequencing was performed. Additionally, to address intratumor and intertumor heterogeneity, spatially separated tumor specimens from the same individuals were analyzed whenever possible. Multiregional sequencing unveiled surprising MTOR pathway convergent evolution, manifested by MTOR pathway activation by means of distinct genomic events in spatially separate sites of disease within the same individual. Amongst the core components of the MTORC1 pathway, complete functional loss of TSC1 and TSC2, and a hyperactive MTOR mutant were discovered in 4 of 6 long-term responders. Mutations in MTOR Clustered at FAT and kinase domains confer hyperactivity and yet remain sensitive to rapamycin. Here, we affirm intratumor heterogeneity, identify genomic determinants of drug response, and discover pathway convergent evolution in the majority of long-term responders. We propose a “river” model in which intratumor and intertumor clonal heterogeneity in cancer patients evolves like a branching river that converges at critical nodes. These convergent points provide unique opportunities for the treatment of genetically diverged yet functionally converged cancers in any given patient.
Citation Format: Martin H. Voss, A Ari Hakimi, Can G. Pham, A Rose Brannon, Ying-Bei Chen, Luis F. Cunha, Oguz Akin, Han Liu, Shugaku Takeda, Sasinya N. Scott, Nicholas D. Socci, Agnes Viale, Nikolaus Schultz, Chris Sander, Victor E. Reuter, Paul Russo, Emily H. Cheng, Robert J. Motzer, Michael F. Berger, James J. Hsieh. Pathway convergent evolution underscores treatment response to MTOR inhibitors in kidney cancers. [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 3515. doi:10.1158/1538-7445.AM2013-3515
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Hakimi AA, Jacobsen A, Mikkilineni N, Fiegoli B, Blass S, Grigoryev Y, Viale A, Socci N, Voss MH, Motzer R, Reuter VE, Coleman J, Russo P, Hsieh JJ. 611 MICRORNA AS NOVEL BLOOD-BASED BIOMARKERS IN CLEAR CELL RENAL CELL CARCINOMA. J Urol 2013. [DOI: 10.1016/j.juro.2013.02.162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Hakimi AA, Jacobsen A, Mikkilineni N, Fiegoli B, Blass S, Grigoryev Y, Viale A, Socci ND, Voss MH, Motzer RJ, Reuter VE, Coleman JA, Russo P, Hsieh J. MicroRNA as novel blood-based biomarkers in clear cell renal cell carcinoma. J Clin Oncol 2013. [DOI: 10.1200/jco.2013.31.6_suppl.375] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
375 Background: MicroRNAs (miRNA) are short, non-coding RNAs involved in post-transcriptional gene regulation. Several reports have assessed their role as blood based biomarkers given their tissue and cancer-specific expression. Using an integrative approach we sequenced the miRNA transcriptome of the plasma of several clear cell renal cell carcinoma (ccRCC) patients both before and after surgery as well as several controls. Methods: We performed next generation miRNA sequencing (miRNAseq) on eight pairs (pre- and post-operative plasma samples) and four non-cancer controls to identify potential biomarker candidates. We further integrated our data with the miRNAseq tumor data from the Cancer Genome Atlas (TCGA) study to determine whether plasma miRNA levels are representative of tumor miRNA expression in ccRCC. Results: Overall, 930 unique miRNAs were detected, including 272 at greater than or equal to 10 read counts. There was a global shift of miRNA expression toward the non-cancer controls in the postoperative samples compared to preoperative. We further identified several stably expressed miRNAs across all samples and controls including miR-16, miR-191, and miR-103. We also identified several potential biomarker candidates by looking at differential expression both in terms of preoperative and postoperative status, as well as tumor vs. control including miR-378 and miR-660. Intriguingly, the plasma miRNA expression patterns showed no relationship to the tumor expression patterns using the TCGA samples. Conclusions: Plasma miRNA expression patterns are consistently altered in ccRCC and, following surgery, globally revert to the non-cancerous levels of the controls. Several biomarker candidates have been identified and a panel is undergoing validation in larger cohorts. Plasma miRNA levels do not appear to reflect tumor levels in ccRCC.
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Montero-Conde C, Ruiz-Llorente S, Dominguez JM, Knauf JA, Viale A, Sherman EJ, Ryder M, Ghossein RA, Rosen N, Fagin JA. Relief of feedback inhibition of HER3 transcription by RAF and MEK inhibitors attenuates their antitumor effects in BRAF-mutant thyroid carcinomas. Cancer Discov 2013; 3:520-33. [PMID: 23365119 DOI: 10.1158/2159-8290.cd-12-0531] [Citation(s) in RCA: 299] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The RAF inhibitor vemurafenib (PLX4032) increases survival in patients with BRAF-mutant metastatic melanoma, but has limited efficacy in patients with colorectal cancers. Thyroid cancer cells are also comparatively refractory to RAF inhibitors. In contrast to melanomas, inhibition of mitogen-activated protein kinase (MAPK) signaling by PLX4032 is transient in thyroid and colorectal cancer cells. The rebound in extracellular signal-regulated kinase (ERK) in thyroid cells is accompanied by increased HER3 signaling caused by induction of ERBB3 (HER3) transcription through decreased promoter occupancy by the transcriptional repressors C-terminal binding protein 1 and 2 and by autocrine secretion of neuregulin-1 (NRG1). The HER kinase inhibitor lapatinib prevents MAPK rebound and sensitizes BRAF-mutant thyroid cancer cells to RAF or MAP-ERK kinase inhibitors. This provides a rationale for combining ERK pathway antagonists with inhibitors of feedback-reactivated HER signaling in this disease. The determinants of primary resistance to MAPK inhibitors vary between cancer types, due to preferential upregulation of specific receptor tyrosine kinases, and the abundance of their respective ligands.
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Vijai J, Kirchhoff T, Schrader KA, Brown J, Dutra-Clarke AV, Manschreck C, Hansen N, Rau-Murthy R, Sarrel K, Przybylo J, Shah S, Cheguri S, Stadler Z, Zhang L, Paltiel O, Ben-Yehuda D, Viale A, Portlock C, Straus D, Lipkin SM, Lacher M, Robson M, Klein RJ, Zelenetz A, Offit K. Susceptibility loci associated with specific and shared subtypes of lymphoid malignancies. PLoS Genet 2013; 9:e1003220. [PMID: 23349640 PMCID: PMC3547842 DOI: 10.1371/journal.pgen.1003220] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2012] [Accepted: 10/18/2012] [Indexed: 12/31/2022] Open
Abstract
The genetics of lymphoma susceptibility reflect the marked heterogeneity of diseases that comprise this broad phenotype. However, multiple subtypes of lymphoma are observed in some families, suggesting shared pathways of genetic predisposition to these pathologically distinct entities. Using a two-stage GWAS, we tested 530,583 SNPs in 944 cases of lymphoma, including 282 familial cases, and 4,044 public shared controls, followed by genotyping of 50 SNPs in 1,245 cases and 2,596 controls. A novel region on 11q12.1 showed association with combined lymphoma (LYM) subtypes. SNPs in this region included rs12289961 near LPXN, (P(LYM) = 3.89×10(-8), OR = 1.29) and rs948562 (P(LYM) = 5.85×10(-7), OR = 1.29). A SNP in a novel non-HLA region on 6p23 (rs707824, P(NHL) = 5.72×10(-7)) was suggestive of an association conferring susceptibility to lymphoma. Four SNPs, all in a previously reported HLA region, 6p21.32, showed genome-wide significant associations with follicular lymphoma. The most significant association with follicular lymphoma was for rs4530903 (P(FL) = 2.69×10(-12), OR = 1.93). Three novel SNPs near the HLA locus, rs9268853, rs2647046, and rs2621416, demonstrated additional variation contributing toward genetic susceptibility to FL associated with this region. Genes implicated by GWAS were also found to be cis-eQTLs in lymphoblastoid cell lines; candidate genes in these regions have been implicated in hematopoiesis and immune function. These results, showing novel susceptibility regions and allelic heterogeneity, point to the existence of pathways of susceptibility to both shared as well as specific subtypes of lymphoid malignancy.
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Scher JU, Ubeda C, Equinda M, Khanin R, Buischi Y, Viale A, Lipuma L, Attur M, Pillinger MH, Weissmann G, Littman DR, Pamer EG, Bretz WA, Abramson SB. Periodontal disease and the oral microbiota in new-onset rheumatoid arthritis. ACTA ACUST UNITED AC 2013; 64:3083-94. [PMID: 22576262 DOI: 10.1002/art.34539] [Citation(s) in RCA: 335] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
OBJECTIVE To profile the abundance and diversity of subgingival oral microbiota in patients with never-treated, new-onset rheumatoid arthritis (RA). METHODS Periodontal disease (PD) status, clinical activity, and sociodemographic factors were determined in patients with new-onset RA, patients with chronic RA, and healthy subjects. Multiplexed-454 pyrosequencing was used to compare the composition of subgingival microbiota and establish correlations between the presence/abundance of bacteria and disease phenotypes. Anti-Porphyromonas gingivalis antibody testing was performed to assess prior exposure to the bacterial pathogen P gingivalis. RESULTS The more advanced forms of periodontitis were already present at disease onset in patients with new-onset RA. The subgingival microbiota observed in patients with new-onset RA was distinct from that found in healthy controls. In most cases, however, these microbial differences could be attributed to the severity of PD and were not inherent to RA. The presence and abundance of P gingivalis were also directly associated with the severity of PD and were not unique to RA. The presence of P gingivalis was not correlated with anti-citrullinated protein antibody (ACPA) titers. Overall exposure to P gingivalis was similar between patients with new-onset RA and controls, observed in 78% of patients and 83% of controls. The presence and abundance of Anaeroglobus geminatus correlated with the presence of ACPAs/rheumatoid factor. Prevotella and Leptotrichia species were the only characteristic taxa observed in patients with new-onset RA irrespective of PD status. CONCLUSION Patients with new-onset RA exhibited a high prevalence of PD at disease onset, despite their young age and paucity of smoking history. The subgingival microbiota profile in patients with new-onset RA was similar to that in patients with chronic RA and healthy subjects whose PD was of comparable severity. Although colonization with P gingivalis correlated with the severity of PD, overall exposure to P gingivalis was similar among the groups. The role of A geminatus and Prevotella/Leptotrichia species in this process merits further study.
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Busque L, Patel JP, Figueroa M, Vasanthakumar A, Provost S, Hamilou Z, Mollica L, Li J, Viale A, Heguy A, Hassimi M, Socci N, Bhatt PK, Gonen M, Mason CE, Melnick A, Godley LA, Brennan C, Abdel-Wahab O, Levine RL. Recurrent somatic TET2 mutations in normal elderly individuals with clonal hematopoiesis. Nat Genet 2012; 44:1179-81. [PMID: 23001125 PMCID: PMC3483435 DOI: 10.1038/ng.2413] [Citation(s) in RCA: 619] [Impact Index Per Article: 51.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2012] [Accepted: 08/28/2012] [Indexed: 01/08/2023]
Abstract
Aging is characterized by clonal expansion of myeloid-biased hematopoietic stem cells and by increased risk of myeloid malignancies. Exome sequencing of three elderly females with clonal hematopoiesis, demonstrated by X-inactivation analysis, identified somatic TET2 mutations. Recurrence testing identified TET2 mutations in 10 out of 182 individuals with X-inactivation skewing. TET2 mutations were specific to individuals with clonal hematopoiesis without hematological malignancies and were associated with alterations in DNA methylation.
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Brannon AR, Vakiani E, Scott S, Sylvester B, Kania K, Viale A, Solit D, Berger M. Targeted next-generation sequencing of colorectal cancer identified metastatic specific genetic alterations. BMC Proc 2012. [PMCID: PMC3467577 DOI: 10.1186/1753-6561-6-s6-p3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Iyer G, Hanrahan AJ, Milowsky MI, Al-Ahmadie H, Scott SN, Janakiraman M, Pirun M, Sander C, Socci ND, Ostrovnaya I, Viale A, Heguy A, Peng L, Chan TA, Bochner B, Bajorin DF, Berger MF, Taylor BS, Solit DB. Genome sequencing identifies a basis for everolimus sensitivity. Science 2012; 338:221. [PMID: 22923433 DOI: 10.1126/science.1226344] [Citation(s) in RCA: 545] [Impact Index Per Article: 45.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
Cancer drugs often induce dramatic responses in a small minority of patients. We used whole-genome sequencing to investigate the genetic basis of a durable remission of metastatic bladder cancer in a patient treated with everolimus, a drug that inhibits the mTOR (mammalian target of rapamycin) signaling pathway. Among the somatic mutations was a loss-of-function mutation in TSC1 (tuberous sclerosis complex 1), a regulator of mTOR pathway activation. Targeted sequencing revealed TSC1 mutations in about 8% of 109 additional bladder cancers examined, and TSC1 mutation correlated with everolimus sensitivity. These results demonstrate the feasibility of using whole-genome sequencing in the clinical setting to identify previously occult biomarkers of drug sensitivity that can aid in the identification of patients most likely to respond to targeted anticancer drugs.
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Ubeda C, Lipuma L, Gobourne A, Viale A, Leiner I, Equinda M, Khanin R, Pamer EG. Familial transmission rather than defective innate immunity shapes the distinct intestinal microbiota of TLR-deficient mice. ACTA ACUST UNITED AC 2012; 209:1445-56. [PMID: 22826298 PMCID: PMC3409501 DOI: 10.1084/jem.20120504] [Citation(s) in RCA: 261] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Differences between TLR-deficient mouse colonies occur from extended husbandry in isolation that are communicated to offspring by maternal transmission. The intestinal microbiota contributes to the development of the immune system, and conversely, the immune system influences the composition of the microbiota. Toll-like receptors (TLRs) in the gut recognize bacterial ligands. Although TLR signaling represents a major arm of the innate immune system, the extent to which TLRs influence the composition of the intestinal microbiota remains unclear. We performed deep 16S ribosomal RNA sequencing to characterize the complex bacterial populations inhabiting the ileum and cecum of TLR- and MyD88-deficient mice. The microbiota of MyD88- and TLR-deficient mouse colonies differed markedly, with each colony harboring distinct and distinguishable bacterial populations in the small and large intestine. Comparison of MyD88-, TLR2-, TLR4-, TLR5-, and TLR9-deficient mice and their respective wild-type (WT) littermates demonstrated that the impact of TLR deficiency on the composition of the intestinal microbiota is minimal under homeostatic conditions and after recovery from antibiotic treatment. Thus, differences between TLR-deficient mouse colonies reflected long-term divergence of the microbiota after extended husbandry in isolation from each other. Long-term breeding of isolated mouse colonies results in changes of the intestinal microbiota that are communicated to offspring by maternal transmission, which account for marked compositional differences between WT and mutant mouse strains.
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Taur Y, Xavier JB, Lipuma L, Ubeda C, Goldberg J, Gobourne A, Lee YJ, Dubin KA, Socci ND, Viale A, Perales MA, Jenq RR, van den Brink MRM, Pamer EG. Intestinal domination and the risk of bacteremia in patients undergoing allogeneic hematopoietic stem cell transplantation. Clin Infect Dis 2012; 55:905-14. [PMID: 22718773 DOI: 10.1093/cid/cis580] [Citation(s) in RCA: 677] [Impact Index Per Article: 56.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Bacteremia is a frequent complication of allogeneic hematopoietic stem cell transplantation (allo-HSCT). It is unclear whether changes in the intestinal microbiota during allo-HSCT contribute to the development of bacteremia. We examined the microbiota of patients undergoing allo-HSCT, and correlated microbial shifts with the risk of bacteremia. METHODS Fecal specimens were collected longitudinally from 94 patients undergoing allo-HSCT, from before transplant until 35 days after transplant. The intestinal microbiota was characterized by 454 pyrosequencing of the V1-V3 region of bacterial 16S ribosomal RNA genes. Microbial diversity was estimated by grouping sequences into operational taxonomic units and calculating the Shannon diversity index. Phylogenetic classification was obtained using the Ribosomal Database Project classifier. Associations of the microbiota with clinical predictors and outcomes were evaluated. RESULTS During allo-HSCT, patients developed reduced diversity, with marked shifts in bacterial populations inhabiting the gut. Intestinal domination, defined as occupation of at least 30% of the microbiota by a single predominating bacterial taxon, occurred frequently. Commonly encountered dominating organisms included Enterococcus, Streptococcus, and various Proteobacteria. Enterococcal domination was increased 3-fold by metronidazole administration, whereas domination by Proteobacteria was reduced 10-fold by fluoroquinolone administration. As a predictor of outcomes, enterococcal domination increased the risk of Vancomycin-resistant Enterococcus bacteremia 9-fold, and proteobacterial domination increased the risk of gram-negative rod bacteremia 5-fold. CONCLUSIONS During allo-HSCT, the diversity and stability of the intestinal flora are disrupted, resulting in domination by bacteria associated with subsequent bacteremia. Assessment of fecal microbiota identifies patients at highest risk for bloodstream infection during allo-HCST.
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Vakiani E, Janakiraman M, Shen R, Sinha R, Zeng Z, Shia J, Cercek A, Kemeny N, D'Angelica M, Viale A, Heguy A, Paty P, Chan TA, Saltz LB, Weiser M, Solit DB. Comparative genomic analysis of primary versus metastatic colorectal carcinomas. J Clin Oncol 2012; 30:2956-62. [PMID: 22665543 DOI: 10.1200/jco.2011.38.2994] [Citation(s) in RCA: 223] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
PURPOSE To compare the mutational and copy number profiles of primary and metastatic colorectal carcinomas (CRCs) using both unpaired and paired samples derived from primary and metastatic disease sites. PATIENTS AND METHODS We performed a multiplatform genomic analysis of 736 fresh frozen CRC tumors from 613 patients. The cohort included 84 patients in whom tumor tissue from both primary and metastatic sites was available and 31 patients with pairs of metastases. Tumors were analyzed for mutations in the KRAS, NRAS, BRAF, PIK3CA, and TP53 genes, with discordant results between paired samples further investigated by analyzing formalin-fixed, paraffin-embedded tissue and/or by 454 sequencing. Copy number aberrations in primary tumors and matched metastases were analyzed by comparative genomic hybridization (CGH). RESULTS TP53 mutations were more frequent in metastatic versus primary tumors (53.1% v 30.3%, respectively; P < .001), whereas BRAF mutations were significantly less frequent (1.9% v 7.7%, respectively; P = .01). The mutational status of the matched pairs was highly concordant (> 90% concordance for all five genes). Clonality analysis of array CGH data suggested that multiple CRC primary tumors or treatment-associated effects were likely etiologies for mutational and/or copy number profile differences between primary tumors and metastases. CONCLUSION For determining RAS, BRAF, and PIK3CA mutational status, genotyping of the primary CRC is sufficient for most patients. Biopsy of a metastatic site should be considered in patients with a history of multiple primary carcinomas and in the case of TP53 for patients who have undergone interval treatment with radiation or cytotoxic chemotherapies.
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Iyer G, Milowsky MI, Al-Ahmadie H, Hanrahan A, Janakiraman M, Heguy A, Viale A, Socci ND, Sander C, Bochner B, Bajorin DF, Berger MF, Taylor BS, Solit DB. Defining the genetic basis of everolimus sensitivity in metastatic bladder cancer (MBC) by whole-genome sequencing (WGS). J Clin Oncol 2012. [DOI: 10.1200/jco.2012.30.15_suppl.4527] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
4527 Background: MBC is rarely cured with standard chemotherapy and novel agents are clearly needed. A phase II trial of everolimus in MBC resulted in 1 near-complete response (CR), 1 partial response, and 3 minor responses. We used WGS and a Next Generation exon capture assay to identify the genetic aberrations underlying treatment response. Methods: In the near-CR case, tumor and peripheral blood DNA was subjected to WGS (Illumina) using 2x100 bp paired-end libraries for 40X haploid coverage. Raw sequence data was aligned to hg19 and somatic point mutation detection was performed. Tumor DNA from 13 additional patients on the trial was analyzed using an exon capture sequencing assay. Results: 184 exonic somatic mutations were identified in the everolimus complete responder by WGS, including a 2 bp frameshift truncation in TSC1 and a nonsense mutation in NF2. Sanger sequencing of an additional 96 high-grade bladder tumors found 5 (6.2%) tumors containing TSC1 alterations and no NF2 mutations. Of the 13 patients on the trial who underwent targeted exon sequencing, 3 (23%) possessed nonsense TSC1 mutations and 2 had minor treatment responses (17% and 24% tumor regression). 1 patient with a 7% tumor regression had a somatic missense TSC1 variant. 8 (89%) of 9 patients with tumor progression as best response were TSC1 wild-type. Patients with TSC1-mutant tumors remained on drug for longer duration (7.7 vs. 2 months, p=0.004, Wilcoxon rank sum test). Conclusions: Everolimus is an active agent in MBC in patients with TSC1 mutant tumors. The pattern of co-mutation in patients with TSC1 mutant tumors is complex and combination therapies will likely be required to achieve durable responses in most patients. Our results also highlight the potential utility of WGS in identifying novel predictors of response to targeted inhibitors.
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Patel JP, Gönen M, Figueroa ME, Fernandez H, Sun Z, Racevskis J, Van Vlierberghe P, Dolgalev I, Thomas S, Aminova O, Huberman K, Cheng J, Viale A, Socci ND, Heguy A, Cherry A, Vance G, Higgins RR, Ketterling RP, Gallagher RE, Litzow M, van den Brink MRM, Lazarus HM, Rowe JM, Luger S, Ferrando A, Paietta E, Tallman MS, Melnick A, Abdel-Wahab O, Levine RL. Prognostic relevance of integrated genetic profiling in acute myeloid leukemia. N Engl J Med 2012; 366:1079-89. [PMID: 22417203 PMCID: PMC3545649 DOI: 10.1056/nejmoa1112304] [Citation(s) in RCA: 1471] [Impact Index Per Article: 122.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
BACKGROUND Acute myeloid leukemia (AML) is a heterogeneous disease with respect to presentation and clinical outcome. The prognostic value of recently identified somatic mutations has not been systematically evaluated in a phase 3 trial of treatment for AML. METHODS We performed a mutational analysis of 18 genes in 398 patients younger than 60 years of age who had AML and who were randomly assigned to receive induction therapy with high-dose or standard-dose daunorubicin. We validated our prognostic findings in an independent set of 104 patients. RESULTS We identified at least one somatic alteration in 97.3% of the patients. We found that internal tandem duplication in FLT3 (FLT3-ITD), partial tandem duplication in MLL (MLL-PTD), and mutations in ASXL1 and PHF6 were associated with reduced overall survival (P=0.001 for FLT3-ITD, P=0.009 for MLL-PTD, P=0.05 for ASXL1, and P=0.006 for PHF6); CEBPA and IDH2 mutations were associated with improved overall survival (P=0.05 for CEBPA and P=0.01 for IDH2). The favorable effect of NPM1 mutations was restricted to patients with co-occurring NPM1 and IDH1 or IDH2 mutations. We identified genetic predictors of outcome that improved risk stratification among patients with AML, independently of age, white-cell count, induction dose, and post-remission therapy, and validated the significance of these predictors in an independent cohort. High-dose daunorubicin, as compared with standard-dose daunorubicin, improved the rate of survival among patients with DNMT3A or NPM1 mutations or MLL translocations (P=0.001) but not among patients with wild-type DNMT3A, NPM1, and MLL (P=0.67). CONCLUSIONS We found that DNMT3A and NPM1 mutations and MLL translocations predicted an improved outcome with high-dose induction chemotherapy in patients with AML. These findings suggest that mutational profiling could potentially be used for risk stratification and to inform prognostic and therapeutic decisions regarding patients with AML. (Funded by the National Cancer Institute and others.).
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Xing F, Persaud Y, Pratilas CA, Taylor BS, Janakiraman M, She QB, Gallardo H, Liu C, Merghoub T, Hefter B, Dolgalev I, Viale A, Heguy A, De Stanchina E, Cobrinik D, Bollag G, Wolchok J, Houghton A, Solit DB. Concurrent loss of the PTEN and RB1 tumor suppressors attenuates RAF dependence in melanomas harboring (V600E)BRAF. Oncogene 2012; 31:446-57. [PMID: 21725359 PMCID: PMC3267014 DOI: 10.1038/onc.2011.250] [Citation(s) in RCA: 152] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2011] [Revised: 05/14/2011] [Accepted: 05/15/2011] [Indexed: 12/16/2022]
Abstract
Identifying the spectrum of genetic alterations that cooperate with critical oncogenes to promote transformation provides a foundation for understanding the diversity of clinical phenotypes observed in human cancers. Here, we performed integrated analyses to identify genomic alterations that co-occur with oncogenic BRAF in melanoma and abrogate cellular dependence upon this oncogene. We identified concurrent mutational inactivation of the PTEN and RB1 tumor suppressors as a mechanism for loss of BRAF/MEK dependence in melanomas harboring (V600E)BRAF mutations. RB1 alterations were mutually exclusive with loss of p16(INK4A), suggesting that whereas p16(INK4A) and RB1 may have overlapping roles in preventing tumor formation, tumors with loss of RB1 exhibit diminished dependence upon BRAF signaling for cell proliferation. These findings provide a genetic basis for the heterogeneity of clinical outcomes in patients treated with targeted inhibitors of the mitogen-activated protein kinase pathway. Our results also suggest a need for comprehensive screening for RB1 and PTEN inactivation in patients treated with RAF and MEK-selective inhibitors to determine whether these alterations are associated with diminished clinical benefit in patients whose cancers harbor mutant BRAF.
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Belloni E, Shing D, Tapinassi C, Viale A, Mancuso P, Malazzi O, Gerbino E, Dall'Olio V, Egurbide I, Odero MD, Bertolini F, Pelicci PG. Erratum: In vivo expression of an aberrant MYB-GATA1 fusion induces leukemia in the presence of GATA1 reduced levels. Leukemia 2011. [DOI: 10.1038/leu.2011.241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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Azare J, Doane A, Leslie K, Chang Q, Berishaj M, Nnoli J, Mark K, Al-Ahmadie H, Gerald W, Hassimi M, Viale A, Stracke M, Lyden D, Bromberg J. Stat3 mediates expression of autotaxin in breast cancer. PLoS One 2011; 6:e27851. [PMID: 22140473 PMCID: PMC3225372 DOI: 10.1371/journal.pone.0027851] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2011] [Accepted: 10/26/2011] [Indexed: 12/17/2022] Open
Abstract
We determined that signal transducer and activator of transcription 3 (Stat3) is tyrosine phosphorylated in 37% of primary breast tumors and 63% of paired metastatic axillary lymph nodes. Examination of the distribution of tyrosine phosphorylated (pStat3) in primary tumors revealed heterogenous expression within the tumor with the highest levels found in cells on the edge of tumors with relatively lower levels in the central portion of tumors. In order to determine Stat3 target genes that may be involved in migration and metastasis, we identified those genes that were differentially expressed in primary breast cancer samples as a function of pStat3 levels. In addition to known Stat3 transcriptional targets (Twist, Snail, Tenascin-C and IL-8), we identified ENPP2 as a novel Stat3 regulated gene, which encodes autotaxin (ATX), a secreted lysophospholipase which mediates mammary tumorigenesis and cancer cell migration. A positive correlation between nuclear pStat3 and ATX was determined by immunohistochemical analysis of primary breast cancer samples and matched axillary lymph nodes and in several breast cancer derived cell lines. Inhibition of pStat3 or reducing Stat3 expression led to a decrease in ATX levels and cell migration. An association between Stat3 and the ATX promoter, which contains a number of putative Stat3 binding sites, was determined by chromatin immunoprecipitation. These observations suggest that activated Stat3 may regulate the migration of breast cancer cells through the regulation of ATX.
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Bachleitner-Hofmann T, Sun MY, Chen CT, Liska D, Zeng Z, Viale A, Olshen AB, Mittlboeck M, Christensen JG, Rosen N, Solit DB, Weiser MR. Antitumor activity of SNX-2112, a synthetic heat shock protein-90 inhibitor, in MET-amplified tumor cells with or without resistance to selective MET Inhibition. Clin Cancer Res 2011; 17:122-33. [PMID: 21208906 DOI: 10.1158/1078-0432.ccr-10-0253] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Heat shock protein-90 (HSP-90), a molecular chaperone required by numerous oncogenic kinases [e.g., HER-2, epidermal growth factor receptor (EGFR), Raf-1, v-Src, and AKT] for conformational stability, has attracted wide interest as a novel target for cancer therapy. HSP-90 inhibition induces degradation of HSP-90 client proteins, leading to a combinatorial inhibition of multiple oncogenic signaling pathways with consecutive growth arrest and apoptosis. MET, a tyrosine kinase that is constitutively active in tumor cells with MET oncogene amplification, has recently been identified as another HSP-90 client. EXPERIMENTAL DESIGN The aim of our study was to assess the efficacy of SNX-2112, a synthetic HSP-90 inhibitor, in 3 different MET-amplified tumor cell lines (GTL-16, MKN-45, and EBC-1) as well as PR-GTL-16 cells, a GTL-16 subline selected for resistance to the highly selective MET kinase inhibitor PHA-665752. RESULTS In all cell lines, SNX-2112 led to degradation of MET, HER-2, EGFR, and AKT, as well as abrogation of Ras/Raf/MEK/MAPK and PI3K/AKT signaling, followed by complete cell cycle arrest. SNX-5542, an orally bioavailable prodrug of SNX-2112, displayed significant antitumor efficacy in vivo in nude mice bearing MET-amplified tumor xenografts. Importantly, HSP-90 inhibition maintained its antitumor efficacy in PR-GTL-16 cells both in vitro and in vivo, suggesting that HSP-90 inhibition could be a particularly valuable strategy in MET-amplified tumors that have acquired resistance to MET kinase inhibition. CONCLUSIONS Our study provides evidence for the efficacy of HSP-90 inhibition in MET-amplified cancer cells, particularly when MET kinase inhibitor resistance has emerged.
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Chmielecki J, Peifer M, Viale A, Hutchinson K, Giltnane J, Socci ND, Hollis CJ, Dean RS, Yenamandra A, Jagasia M, Kim AS, Davé UP, Thomas RK, Pao W. Systematic screen for tyrosine kinase rearrangements identifies a novel C6orf204-PDGFRB fusion in a patient with recurrent T-ALL and an associated myeloproliferative neoplasm. Genes Chromosomes Cancer 2011; 51:54-65. [DOI: 10.1002/gcc.20930] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2011] [Accepted: 08/12/2011] [Indexed: 01/31/2023] Open
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Wiesner T, Obenauf AC, Murali R, Fried I, Griewank KG, Ulz P, Windpassinger C, Wackernagel W, Loy S, Wolf I, Viale A, Lash AE, Pirun M, Socci ND, Rütten A, Palmedo G, Abramson D, Offit K, Ott A, Becker JC, Cerroni L, Kutzner H, Bastian BC, Speicher MR. Germline mutations in BAP1 predispose to melanocytic tumors. Nat Genet 2011; 43:1018-21. [PMID: 21874003 PMCID: PMC3328403 DOI: 10.1038/ng.910] [Citation(s) in RCA: 497] [Impact Index Per Article: 38.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2011] [Accepted: 07/22/2011] [Indexed: 12/24/2022]
Abstract
Common acquired melanocytic nevi are benign neoplasms that are composed of small, uniform melanocytes and are typically present as flat or slightly elevated pigmented lesions on the skin. We describe two families with a new autosomal dominant syndrome characterized by multiple, skin-colored, elevated melanocytic tumors. In contrast to common acquired nevi, the melanocytic neoplasms in affected family members ranged histopathologically from epithelioid nevi to atypical melanocytic proliferations that showed overlapping features with melanoma. Some affected individuals developed uveal or cutaneous melanomas. Segregating with this phenotype, we found inactivating germline mutations of BAP1, which encodes a ubiquitin carboxy-terminal hydrolase. The majority of melanocytic neoplasms lost the remaining wild-type allele of BAP1 by various somatic alterations. In addition, we found BAP1 mutations in a subset of sporadic melanocytic neoplasms showing histological similarities to the familial tumors. These findings suggest that loss of BAP1 is associated with a clinically and morphologically distinct type of melanocytic neoplasm.
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Mukherjee S, Simon J, Bayuga S, Ludwig E, Yoo S, Orlow I, Viale A, Offit K, Kurtz RC, Olson SH, Klein RJ. Including additional controls from public databases improves the power of a genome-wide association study. Hum Hered 2011; 72:21-34. [PMID: 21849791 DOI: 10.1159/000330149] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2011] [Accepted: 05/31/2011] [Indexed: 12/20/2022] Open
Abstract
Though genome-wide association studies (GWAS) have identified numerous susceptibility loci for common diseases, their use is limited due to the expense of genotyping large cohorts of individuals. One potential solution is to use 'additional controls', or genotype data from control individuals deposited in public repositories. While this approach has been used by several groups, the genetically heterogeneous nature of the population of the United States makes this approach potentially problematic. We empirically investigated the utility of this approach in a US-based GWAS. In a small GWAS of pancreatic cancer in New York, we observed clear population structure differences relative to controls from the database of Genotypes and Phenotypes (dbGaP). When we conduct the GWAS using these additional controls, we find large inflation of the test statistic that is properly corrected by using eigenvectors from principal components analysis as covariates. To deal with errors introduced due to different sources, we propose simultaneously genotyping a small number of controls along with cases and then comparing this group to the additional controls. We show that removing SNPs that show differences between these control groups reduces false-positive findings. Thus, through an empirical approach, this report provides practical guidance for using additional controls from publicly available datasets.
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