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Prognostic relevance of integrated genetic profiling in acute myeloid leukemia
Patel, Jay P; Gonen, Mithat; Figueroa, Maria E; Fernandez, Hugo; Sun, Zhuoxin; Racevskis, Janis; Van Vlierberghe, Pieter; Dolgalev, Igor; Thomas, Sabrena; Aminova, Olga; Huberman, Kety; Cheng, Janice; Viale, Agnes; Socci, Nicholas D; Heguy, Adriana; Cherry, Athena; Vance, Gail; Higgins, Rodney R; Ketterling, Rhett P; Gallagher, Robert E; Litzow, Mark; van den Brink, Marcel R M; Lazarus, Hillard M; Rowe, Jacob M; Luger, Selina; Ferrando, Adolfo; Paietta, Elisabeth; Tallman, Martin S; Melnick, Ari; Abdel-Wahab, Omar; Levine, Ross L
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.).
PMCID:3545649
PMID: 22417203
ISSN: 0028-4793
CID: 306772
Concurrent loss of the PTEN and RB1 tumor suppressors attenuates RAF dependence in melanomas harboring (V600E)BRAF
Xing, F; Persaud, Y; Pratilas, C A; Taylor, B S; Janakiraman, M; She, Q-B; 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, D B
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.
PMCID:3267014
PMID: 21725359
ISSN: 0950-9232
CID: 307152
Mutations in GNA11 in uveal melanoma
Van Raamsdonk, Catherine D; Griewank, Klaus G; Crosby, Michelle B; Garrido, Maria C; Vemula, Swapna; Wiesner, Thomas; Obenauf, Anna C; Wackernagel, Werner; Green, Gary; Bouvier, Nancy; Sozen, M Mert; Baimukanova, Gail; Roy, Ritu; Heguy, Adriana; Dolgalev, Igor; Khanin, Raya; Busam, Klaus; Speicher, Michael R; O'Brien, Joan; Bastian, Boris C
BACKGROUND: Uveal melanoma is the most common intraocular cancer. There are no effective therapies for metastatic disease. Mutations in GNAQ, the gene encoding an alpha subunit of heterotrimeric G proteins, are found in 40% of uveal melanomas. METHODS: We sequenced exon 5 of GNAQ and GNA11, a paralogue of GNAQ, in 713 melanocytic neoplasms of different types (186 uveal melanomas, 139 blue nevi, 106 other nevi, and 282 other melanomas). We sequenced exon 4 of GNAQ and GNA11 in 453 of these samples and in all coding exons of GNAQ and GNA11 in 97 uveal melanomas and 45 blue nevi. RESULTS: We found somatic mutations in exon 5 (affecting Q209) and in exon 4 (affecting R183) in both GNA11 and GNAQ, in a mutually exclusive pattern. Mutations affecting Q209 in GNA11 were present in 7% of blue nevi, 32% of primary uveal melanomas, and 57% of uveal melanoma metastases. In contrast, we observed Q209 mutations in GNAQ in 55% of blue nevi, 45% of uveal melanomas, and 22% of uveal melanoma metastases. Mutations affecting R183 in either GNAQ or GNA11 were less prevalent (2% of blue nevi and 6% of uveal melanomas) than the Q209 mutations. Mutations in GNA11 induced spontaneously metastasizing tumors in a mouse model and activated the mitogen-activated protein kinase pathway. CONCLUSIONS: Of the uveal melanomas we analyzed, 83% had somatic mutations in GNAQ or GNA11. Constitutive activation of the pathway involving these two genes appears to be a major contributor to the development of uveal melanoma. (Funded by the National Institutes of Health and others.).
PMCID:3107972
PMID: 21083380
ISSN: 0028-4793
CID: 306882
Integrative genomic profiling of human prostate cancer
Taylor, Barry S; Schultz, Nikolaus; Hieronymus, Haley; Gopalan, Anuradha; Xiao, Yonghong; Carver, Brett S; Arora, Vivek K; Kaushik, Poorvi; Cerami, Ethan; Reva, Boris; Antipin, Yevgeniy; Mitsiades, Nicholas; Landers, Thomas; Dolgalev, Igor; Major, John E; Wilson, Manda; Socci, Nicholas D; Lash, Alex E; Heguy, Adriana; Eastham, James A; Scher, Howard I; Reuter, Victor E; Scardino, Peter T; Sander, Chris; Sawyers, Charles L; Gerald, William L
Annotation of prostate cancer genomes provides a foundation for discoveries that can impact disease understanding and treatment. Concordant assessment of DNA copy number, mRNA expression, and focused exon resequencing in 218 prostate cancer tumors identified the nuclear receptor coactivator NCOA2 as an oncogene in approximately 11% of tumors. Additionally, the androgen-driven TMPRSS2-ERG fusion was associated with a previously unrecognized, prostate-specific deletion at chromosome 3p14 that implicates FOXP1, RYBP, and SHQ1 as potential cooperative tumor suppressors. DNA copy-number data from primary tumors revealed that copy-number alterations robustly define clusters of low- and high-risk disease beyond that achieved by Gleason score. The genomic and clinical outcome data from these patients are now made available as a public resource.
PMCID:3198787
PMID: 20579941
ISSN: 1535-6108
CID: 306902
High-Throughput Mutational Profiling In AML: Mutational Analysis of the ECOG E1900 Trial [Meeting Abstract]
Patel, Jay P.; Abdel-Wahab, Omar; Gonen, Mithat; Figueroa, Maria E.; Fernandez, Hugo F.; Sun, Zhuoxin; Racevskis, Janis; van Vlierberghe, Pieter; Dolgalev, Igor; Cheng, Janice; Viale, Agnes; Socci, Nicholas; Heguy, Adriana; Ketterling, Rhett; Gallagher, Robert E.; Litzow, Mark R.; Rowe, Jacob M.; Ferrando, Adolfo; Paietta, Elisabeth; Tallman, Martin S.; Melnick, Ari M.; Levine, Ross
ISI:000289662200852
ISSN: 0006-4971
CID: 5236562
Genetic characterization of TET1, TET2, and TET3 alterations in myeloid malignancies
Abdel-Wahab, Omar; Mullally, Ann; Hedvat, Cyrus; Garcia-Manero, Guillermo; Patel, Jay; Wadleigh, Martha; Malinge, Sebastien; Yao, JinJuan; Kilpivaara, Outi; Bhat, Rukhmi; Huberman, Kety; Thomas, Sabrena; Dolgalev, Igor; Heguy, Adriana; Paietta, Elisabeth; Le Beau, Michelle M; Beran, Miloslav; Tallman, Martin S; Ebert, Benjamin L; Kantarjian, Hagop M; Stone, Richard M; Gilliland, D Gary; Crispino, John D; Levine, Ross L
Disease alleles that activate signal transduction are common in myeloid malignancies; however, there are additional unidentified mutations that contribute to myeloid transformation. Based on the recent identification of TET2 mutations, we evaluated the mutational status of TET1, TET2, and TET3 in myeloproliferative neoplasms (MPNs), chronic myelomonocytic leukemia (CMML), and acute myeloid leukemia (AML). Sequencing of TET2 in 408 paired tumor/normal samples distinguished between 68 somatic mutations and 6 novel single nucleotide polymorphisms and identified TET2 mutations in MPN (27 of 354, 7.6%), CMML (29 of 69, 42%), AML (11 of 91, 12%), and M7 AML (1 of 28, 3.6%) samples. We did not identify somatic TET1 or TET3 mutations or TET2 promoter hypermethylation in MPNs. TET2 mutations did not cluster in genetically defined MPN, CMML, or AML subsets but were associated with decreased overall survival in AML (P = .029). These data indicate that TET2 mutations are observed in different myeloid malignancies and may be important in AML prognosis.
PMCID:2710942
PMID: 19420352
ISSN: 0006-4971
CID: 306992
Genomic complexity and BRAF/MEK-dependence in V600E BRAF mutant melanoma [Meeting Abstract]
Xing, Feng; Persaud, Yogindra; Pratilas, Christine; Janakiraman, Manickam; She, Qing-Bai; Liu, Cailian; Dolgalev, Igor; Heguy, Adriana; Wolchok, Jedd; Cobrinik, David; Houghton, Alan; Taylor, Barry; Rosen, Neal; Solit, David
ISI:000216412800341
ISSN: 1535-7163
CID: 5236552
Variability in small airway epithelial gene expression among normal smokers
Ammous, Zeinab; Hackett, Neil R; Butler, Marcus W; Raman, Tina; Dolgalev, Igor; O'Connor, Timothy P; Harvey, Ben-Gary; Crystal, Ronald G
BACKGROUND: Despite overwhelming data that cigarette smoking causes COPD, only a minority of long-term smokers are affected, strongly suggesting that genetic factors modify susceptibility to this disease. We hypothesized that individual variations exist in the response to cigarette smoking, with variability among smokers in expression levels of protective/susceptibility genes. METHODS: Affymetrix arrays and quantitative polymerase chain reaction were used to assess the variability of gene expression in the small airway epithelium obtained by fiberoptic bronchoscopy of 18 normal nonsmokers, 18 normal smokers, and 18 smokers with COPD. RESULTS: We identified 201 probe sets representing 152 smoking-responsive genes that were significantly up-regulated or down-regulated, and assessed the coefficient of variation in expression levels among the study population. Variation was a reproducible property of each gene as assessed by different microarray probe sets and real-time polymerase chain reaction, and was observed in both normal smokers and smokers with COPD. Greater individual variability was found in smokers with COPD than in normal smokers. The majority of these highly variable smoking-responsive genes were in the functional categories of signal transduction, xenobiotic degradation, metabolism, transport, oxidant related, and transcription. A similar pattern of the same highly variable genes was observed in an independent data set. CONCLUSIONS: We propose that genetic diversity is likely within this subset of genes, with highly variable individual-to-individual responses of the small airway epithelium to smoking, and that this subset of genes represents putative candidates for assessment of susceptibility/protection from disease in future gene-based epidemiologic studies of smokers' risk for COPD.
PMCID:3632367
PMID: 18339782
ISSN: 0012-3692
CID: 2363902
Responses of the human airway epithelium transcriptome to in vivo injury
Heguy, Adriana; Harvey, Ben-Gary; Leopold, Philip L; Dolgalev, Igor; Raman, Tina; Crystal, Ronald G
To identify genes participating in human airway epithelial repair, we used bronchoscopy and brushing to denude the airway epithelium of healthy individuals, sequentially sampled the same region 7 and 14 days later, and assessed gene expression by Affymetrix microarrays with TaqMan RT-PCR confirmation. Histologically, the injured area was completely covered by a partially redifferentiated epithelial layer after 7 days; by 14 days the airway epithelium was very similar to the uninjured state. At day 7 compared with resting epithelium, there were substantial differences in gene expression pattern, with a distinctive airway epithelial "repair transcriptome" of actively proliferating cells in the process of redifferentiation. The repair transcriptome at 7 days was dominated by cell cycle, signal transduction, metabolism and transport, and transcription genes. Interestingly, the majority of differentially expressed cell cycle genes belonged to the G2 and M phases, suggesting that the proliferating cells were relatively synchronized 1 wk following injury. At 14 days postinjury, the expression profile was similar to that of resting airway epithelium. These observations provide a baseline of the functional gene categories participating in the process of normal human airway epithelial repair that can be used in future studies of injury and repair in airway epithelial diseases.
PMID: 17164391
ISSN: 1094-8341
CID: 307032