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1.
Cancer Cell ; 23(5): 603-17, 2013 May 13.
Article in English | MEDLINE | ID: mdl-23680147

ABSTRACT

The human epidermal growth factor receptor (HER) family of tyrosine kinases is deregulated in multiple cancers either through amplification, overexpression, or mutation. ERBB3/HER3, the only member with an impaired kinase domain, although amplified or overexpressed in some cancers, has not been reported to carry oncogenic mutations. Here, we report the identification of ERBB3 somatic mutations in ~11% of colon and gastric cancers. We found that the ERBB3 mutants transformed colonic and breast epithelial cells in a ligand-independent manner. However, the mutant ERBB3 oncogenic activity was dependent on kinase-active ERBB2. Furthermore, we found that anti-ERBB antibodies and small molecule inhibitors effectively blocked mutant ERBB3-mediated oncogenic signaling and disease progression in vivo.


Subject(s)
Colonic Neoplasms/genetics , Mutation , Receptor, ErbB-3/genetics , Stomach Neoplasms/genetics , Binding Sites , Cell Proliferation , Cell Survival/genetics , Cell Transformation, Neoplastic/genetics , Gene Knockdown Techniques , Humans , Models, Molecular , Protein Structure, Tertiary , Receptor, ErbB-3/metabolism , Receptor, ErbB-3/physiology
2.
J Clin Oncol ; 29(34): 4482-90, 2011 Dec 01.
Article in English | MEDLINE | ID: mdl-22025148

ABSTRACT

PURPOSE: Mutation in isocitrate dehydrogenase 1 (IDH1) at R132 (IDH1(R132MUT)) is frequent in low-grade diffuse gliomas and, within glioblastoma (GBM), has been proposed as a marker for GBMs that arise by transformation from lower-grade gliomas, regardless of clinical history. To determine how GBMs arising with IDH1(R132MUT) differ from other GBMs, we undertook a comprehensive comparison of patients presenting clinically with primary GBM as a function of IDH1(R132) mutation status. PATIENTS AND METHODS: In all, 618 treatment-naive primary GBMs and 235 lower-grade diffuse gliomas were sequenced for IDH1(R132) and analyzed for demographic, radiographic, anatomic, histologic, genomic, epigenetic, and transcriptional characteristics. RESULTS: Investigation revealed a constellation of features that distinguishes IDH1(R132MUT) GBMs from other GBMs (including frontal location and lesser extent of contrast enhancement and necrosis), relates them to lower-grade IDH1(R132MUT) gliomas, and supports the concept that IDH1(R132MUT) gliomas arise from a neural precursor population that is spatially and temporally restricted in the brain. The observed patterns of DNA sequence, methylation, and copy number alterations support a model of ordered molecular evolution of IDH1(R132MUT) GBM in which the appearance of mutant IDH1 protein is an initial event, followed by production of p53 mutant protein, and finally by copy number alterations of PTEN and EGFR. CONCLUSION: Although histologically similar, GBMs arising with and without IDH1(R132MUT) appear to represent distinct disease entities that arise from separate cell types of origin as the result of largely nonoverlapping sets of molecular events. Optimal clinical management should account for the distinction between these GBM disease subtypes.


Subject(s)
Brain Neoplasms/genetics , Cell Lineage , Evolution, Molecular , Glioblastoma/genetics , Isocitrate Dehydrogenase/genetics , Adult , Aged , Aged, 80 and over , Base Sequence , Cell Transformation, Neoplastic/genetics , Female , Genes, p53 , Glioma/genetics , Humans , Male , Middle Aged , Mutation
3.
Nature ; 471(7336): 110-4, 2011 Mar 03.
Article in English | MEDLINE | ID: mdl-21368834

ABSTRACT

Microtubules have pivotal roles in fundamental cellular processes and are targets of antitubulin chemotherapeutics. Microtubule-targeted agents such as Taxol and vincristine are prescribed widely for various malignancies, including ovarian and breast adenocarcinomas, non-small-cell lung cancer, leukaemias and lymphomas. These agents arrest cells in mitosis and subsequently induce cell death through poorly defined mechanisms. The strategies that resistant tumour cells use to evade death induced by antitubulin agents are also unclear. Here we show that the pro-survival protein MCL1 (ref. 3) is a crucial regulator of apoptosis triggered by antitubulin chemotherapeutics. During mitotic arrest, MCL1 protein levels decline markedly, through a post-translational mechanism, potentiating cell death. Phosphorylation of MCL1 directs its interaction with the tumour-suppressor protein FBW7, which is the substrate-binding component of a ubiquitin ligase complex. The polyubiquitylation of MCL1 then targets it for proteasomal degradation. The degradation of MCL1 was blocked in patient-derived tumour cells that lacked FBW7 or had loss-of-function mutations in FBW7, conferring resistance to antitubulin agents and promoting chemotherapeutic-induced polyploidy. Additionally, primary tumour samples were enriched for FBW7 inactivation and elevated MCL1 levels, underscoring the prominent roles of these proteins in oncogenesis. Our findings suggest that profiling the FBW7 and MCL1 status of tumours, in terms of protein levels, messenger RNA levels and genetic status, could be useful to predict the response of patients to antitubulin chemotherapeutics.


Subject(s)
Cell Cycle Proteins/metabolism , F-Box Proteins/metabolism , Proto-Oncogene Proteins c-bcl-2/metabolism , Tubulin Modulators/pharmacology , Tubulin/metabolism , Ubiquitin-Protein Ligases/metabolism , Animals , Apoptosis/drug effects , Cell Cycle Proteins/genetics , Cell Line , Cell Line, Tumor , Cell Transformation, Neoplastic/drug effects , Drug Resistance, Neoplasm , F-Box Proteins/genetics , F-Box-WD Repeat-Containing Protein 7 , Fibroblasts , Humans , Mice , Mitosis/drug effects , Myeloid Cell Leukemia Sequence 1 Protein , Paclitaxel/pharmacology , Pharmacogenetics , Phosphorylation/drug effects , Polyploidy , Proteasome Endopeptidase Complex/metabolism , Protein Binding/drug effects , Proto-Oncogene Proteins c-bcl-2/deficiency , Proto-Oncogene Proteins c-bcl-2/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Ubiquitin-Protein Ligases/deficiency , Ubiquitin-Protein Ligases/genetics , Vincristine/pharmacology
4.
Cancer Discov ; 1(4): 326-37, 2011 Sep.
Article in English | MEDLINE | ID: mdl-22586611

ABSTRACT

The HER2 oncogene is overexpressed or amplified in 20% of breast cancers. HER2-positive cancer historically portends a poor prognosis, but the HER2-targeted therapy trastuzumab mitigates this otherwise ominous distinction. Nevertheless, some patients suffer disease recurrence despite trastuzumab, and metastatic disease remains largely incurable due to innate and acquired resistance. Thus, understanding trastuzumab resistance remains an unmet medical need. Through RNA interference screening, we discovered that knockdown of the serine/threonine phosphatase PPM1H confers trastuzumab resistance via reduction in protein levels of the tumor suppressor p27. PPM1H dephosphorylates p27 at threonine 187, thus removing a signal for proteasomal degradation. We further determined that patients whose tumors express low levels of PPM1H trend towards worse clinical outcome on trastuzumab. Identifying PPM1H as a novel p27 phosphatase reveals new insight into how cancer cells destabilize a well-recognized tumor suppressor. Furthermore, low PPM1H expression may identify a subset of HER2-positive tumors that are harder to treat.


Subject(s)
Antibodies, Monoclonal, Humanized/pharmacology , Cyclin-Dependent Kinase Inhibitor p27/genetics , Phosphoprotein Phosphatases/genetics , Phosphoprotein Phosphatases/metabolism , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Line, Transformed , Cell Line, Tumor , Drug Resistance, Neoplasm , Female , Genes, erbB-2 , HEK293 Cells , Humans , Proteasome Endopeptidase Complex , Receptor, ErbB-2/genetics , Trastuzumab , Tumor Suppressor Proteins/genetics , Tumor Suppressor Proteins/metabolism
5.
Nature ; 466(7308): 869-73, 2010 Aug 12.
Article in English | MEDLINE | ID: mdl-20668451

ABSTRACT

The systematic characterization of somatic mutations in cancer genomes is essential for understanding the disease and for developing targeted therapeutics. Here we report the identification of 2,576 somatic mutations across approximately 1,800 megabases of DNA representing 1,507 coding genes from 441 tumours comprising breast, lung, ovarian and prostate cancer types and subtypes. We found that mutation rates and the sets of mutated genes varied substantially across tumour types and subtypes. Statistical analysis identified 77 significantly mutated genes including protein kinases, G-protein-coupled receptors such as GRM8, BAI3, AGTRL1 (also called APLNR) and LPHN3, and other druggable targets. Integrated analysis of somatic mutations and copy number alterations identified another 35 significantly altered genes including GNAS, indicating an expanded role for galpha subunits in multiple cancer types. Furthermore, our experimental analyses demonstrate the functional roles of mutant GNAO1 (a Galpha subunit) and mutant MAP2K4 (a member of the JNK signalling pathway) in oncogenesis. Our study provides an overview of the mutational spectra across major human cancers and identifies several potential therapeutic targets.


Subject(s)
Genes, Neoplasm/genetics , Mutation/genetics , Neoplasms/genetics , Neoplasms/metabolism , Signal Transduction/genetics , Breast Neoplasms/classification , Breast Neoplasms/genetics , DNA Copy Number Variations/genetics , DNA Mutational Analysis , Female , GTP-Binding Protein alpha Subunits/genetics , Humans , Lung Neoplasms/classification , Lung Neoplasms/genetics , MAP Kinase Kinase 4/genetics , Male , Neoplasms/enzymology , Neoplasms/pathology , Ovarian Neoplasms/classification , Ovarian Neoplasms/genetics , Prostatic Neoplasms/classification , Prostatic Neoplasms/genetics , Protein Kinases/genetics , Receptors, G-Protein-Coupled/genetics
6.
Cancer Cell ; 17(5): 510-22, 2010 May 18.
Article in English | MEDLINE | ID: mdl-20399149

ABSTRACT

We have profiled promoter DNA methylation alterations in 272 glioblastoma tumors in the context of The Cancer Genome Atlas (TCGA). We found that a distinct subset of samples displays concerted hypermethylation at a large number of loci, indicating the existence of a glioma-CpG island methylator phenotype (G-CIMP). We validated G-CIMP in a set of non-TCGA glioblastomas and low-grade gliomas. G-CIMP tumors belong to the proneural subgroup, are more prevalent among lower-grade gliomas, display distinct copy-number alterations, and are tightly associated with IDH1 somatic mutations. Patients with G-CIMP tumors are younger at the time of diagnosis and experience significantly improved outcome. These findings identify G-CIMP as a distinct subset of human gliomas on molecular and clinical grounds.


Subject(s)
Brain Neoplasms/genetics , CpG Islands , DNA Methylation , Glioblastoma/genetics , Brain Neoplasms/pathology , Glioblastoma/pathology , Humans , Isocitrate Dehydrogenase/genetics , Mutation , Phenotype
7.
Science ; 326(5952): 572-4, 2009 Oct 23.
Article in English | MEDLINE | ID: mdl-19726788

ABSTRACT

The Hedgehog (Hh) signaling pathway is inappropriately activated in certain human cancers, including medulloblastoma, an aggressive brain tumor. GDC-0449, a drug that inhibits Hh signaling by targeting the serpentine receptor Smoothened (SMO), has produced promising anti-tumor responses in early clinical studies of cancers driven by mutations in this pathway. To evaluate the mechanism of resistance in a medulloblastoma patient who had relapsed after an initial response to GDC-0449, we determined the mutational status of Hh signaling genes in the tumor after disease progression. We identified an amino acid substitution at a conserved aspartic acid residue of SMO that had no effect on Hh signaling but disrupted the ability of GDC-0449 to bind SMO and suppress this pathway. A mutation altering the same amino acid also arose in a GDC-0449-resistant mouse model of medulloblastoma. These findings show that acquired mutations in a serpentine receptor with features of a G protein-coupled receptor can serve as a mechanism of drug resistance in human cancer.


Subject(s)
Anilides/therapeutic use , Antineoplastic Agents/therapeutic use , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Hedgehog Proteins/metabolism , Medulloblastoma/drug therapy , Medulloblastoma/genetics , Pyridines/therapeutic use , Receptors, G-Protein-Coupled/genetics , Amino Acid Sequence , Amino Acid Substitution , Anilides/metabolism , Anilides/pharmacology , Animals , Antineoplastic Agents/metabolism , Antineoplastic Agents/pharmacology , Brain Neoplasms/pathology , Cell Line, Tumor , Cinnamates/pharmacology , Drug Resistance, Neoplasm , Hedgehog Proteins/antagonists & inhibitors , Hedgehog Proteins/genetics , Humans , Medulloblastoma/pathology , Mice , Molecular Sequence Data , Mutant Proteins/antagonists & inhibitors , Mutant Proteins/chemistry , Mutant Proteins/metabolism , Mutation, Missense , Neoplasm Metastasis , Patched Receptors , Protein Conformation , Pyridines/metabolism , Pyridines/pharmacology , Receptors, Cell Surface/genetics , Receptors, Cell Surface/metabolism , Receptors, G-Protein-Coupled/antagonists & inhibitors , Receptors, G-Protein-Coupled/chemistry , Receptors, G-Protein-Coupled/metabolism , Signal Transduction , Smoothened Receptor , Veratrum Alkaloids/pharmacology
8.
Cancer Res ; 67(19): 9591-6, 2007 Oct 01.
Article in English | MEDLINE | ID: mdl-17909071

ABSTRACT

Fanconi anemia (FA) is a rare autosomal recessive disease characterized by a greatly increased risk of cancer among those diagnosed with the syndrome. The question as to whether FA heterozygotes are at increased risk for cancer is of great importance to those at risk for being a carrier. To address this question, we formed a cohort of grandparents of probands identified through the International Fanconi Anemia Registry. We obtained informed consent, a short questionnaire, and either blood or buccal swab DNA. After diagnosis of the proband was confirmed and complementation studies or DNA sequencing on the proband were completed, mutation analyses of the putative carriers and noncarriers was carried out. Standardized incidence ratios (SIR) were calculated to compare the observed cancer incidence of the grandparents and other relatives with the expected rates of cancer, using the Surveillance, Epidemiology, and End Results registries and the Connecticut Cancer registry. In the 944 study subjects who participated (784 grandparents and 160 other relatives), there was no suggestion of an increase in overall cancer incidence. On the other hand, a significantly higher rate of breast cancer than expected was observed among carrier grandmothers [SIR, 1.7; 95% confidence interval (95% CI), 1.1-2.7]. Among the grandmothers, those who were carriers of FANCC mutations were found to be at highest risk (SIR, 2.4; 95% CI, 1.1-5.2). Overall, there was no increased risk for cancer among FA heterozygotes in this study of Fanconi relatives, although there is some evidence that FANCC mutations are possibly breast cancer susceptibility alleles.


Subject(s)
Fanconi Anemia/genetics , Neoplasms/genetics , Breast Neoplasms/genetics , Female , Genetic Predisposition to Disease , Heterozygote , Humans , Male
9.
Nat Methods ; 4(9): 713-5, 2007 Sep.
Article in English | MEDLINE | ID: mdl-17704782

ABSTRACT

The discovery of somatic mutations in cancer tissue is extremely laborious, time-consuming and costly. In an evaluation comparing mismatch repair detection (MRD) against Sanger sequencing for somatic-mutation detection, we found that MRD had a specificity of 96% and a sensitivity of 92%. Our results showed that MRD is a robust and cost-effective alternative to Sanger sequencing for identifying somatic mutations in human tumors.


Subject(s)
Base Pair Mismatch/genetics , DNA, Neoplasm/genetics , Escherichia coli/genetics , Mutation , Neoplasms/genetics , Carcinoma, Non-Small-Cell Lung/genetics , Cloning, Molecular , Humans , Lung Neoplasms/genetics , Polymerase Chain Reaction , Sensitivity and Specificity
10.
Cancer Res ; 66(1): 283-9, 2006 Jan 01.
Article in English | MEDLINE | ID: mdl-16397241

ABSTRACT

Activating mutations in receptor tyrosine kinases play a critical role in oncogenesis. Despite evidence that Met kinase is deregulated in human cancer, the role of activating mutations in cancers other than renal papillary carcinoma has not been well defined. Here we report the identification of somatic intronic mutations of Met kinase that lead to an alternatively spliced transcript in lung cancer, which encodes a deletion of the juxtamembrane domain resulting in the loss of Cbl E3-ligase binding. The mutant receptor exhibits decreased ubiquitination and delayed down-regulation correlating with elevated, distinct Met expression in primary tumors harboring the deleted receptor. As a consequence, phospho-Met and downstream mitogen-activated protein kinase activation is sustained on ligand stimulation. Cells expressing the Met deletion reveal enhanced ligand-mediated proliferation and significant in vivo tumor growth. A hepatocyte growth factor competitive Met antagonist inhibits receptor activation and proliferation in tumor cells harboring the Met deletion, suggesting the important role played by ligand-dependent Met activation and the potential for anticancer therapy. These results support a critical role for Met in lung cancer and somatic mutation-driven splicing of an oncogene that leads to a different mechanism for tyrosine kinase activation through altered receptor down-regulation in human cancer.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Gene Deletion , Lung Neoplasms/genetics , Proto-Oncogene Proteins/genetics , Receptors, Growth Factor/genetics , Alternative Splicing , Animals , Carcinoma, Non-Small-Cell Lung/enzymology , Carcinoma, Non-Small-Cell Lung/metabolism , Cell Line, Tumor , Colonic Neoplasms/enzymology , Colonic Neoplasms/genetics , Colonic Neoplasms/metabolism , Down-Regulation , Enzyme Activation , Exons , Female , Humans , Introns , Lung Neoplasms/enzymology , Lung Neoplasms/metabolism , Mice , Mice, Nude , Mitogen-Activated Protein Kinases/metabolism , Mutation , Phosphorylation , Proto-Oncogene Proteins/antagonists & inhibitors , Proto-Oncogene Proteins/biosynthesis , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins c-cbl/metabolism , Proto-Oncogene Proteins c-met , Receptors, Growth Factor/antagonists & inhibitors , Receptors, Growth Factor/biosynthesis , Receptors, Growth Factor/metabolism , Signal Transduction , Ubiquitin/metabolism
11.
Hum Mutat ; 25(2): 142-9, 2005 Feb.
Article in English | MEDLINE | ID: mdl-15643609

ABSTRACT

Fanconi anemia (FA) is an autosomal recessive disorder that is defined by cellular hypersensitivity to DNA cross-linking agents, and is characterized clinically by developmental abnormalities, progressive bone-marrow failure, and predisposition to leukemia and solid tumors. There is extensive genetic heterogeneity, with at least 11 different FA complementation groups. FA-A is the most common group, accounting for approximately 65% of all affected individuals. The mutation spectrum of the FANCA gene, located on chromosome 16q24.3, is highly heterogeneous. Here we summarize all sequence variations (mutations and polymorphisms) in FANCA described in the literature and listed in the Fanconi Anemia Mutation Database as of March 2004, and report 61 novel FANCA mutations identified in FA patients registered in the International Fanconi Anemia Registry (IFAR). Thirty-eight novel SNPs, previously unreported in the literature or in dbSNP, were also identified. We studied the segregation of common FANCA SNPs in FA families to generate haplotypes. We found that FANCA SNP data are highly useful for carrier testing, prenatal diagnosis, and preimplantation genetic diagnosis, particularly when the disease-causing mutations are unknown. Twenty-two large genomic deletions were identified by detection of apparent homozygosity for rare SNPs. In addition, a conserved SNP haplotype block spanning at least 60 kb of the FANCA gene was identified in individuals from various ethnic groups.


Subject(s)
Fanconi Anemia Complementation Group A Protein/genetics , Fanconi Anemia/genetics , Mutation , Polymorphism, Single Nucleotide , Amino Acid Substitution , Codon, Nonsense , DNA Mutational Analysis , Fanconi Anemia/diagnosis , Gene Frequency , Genetic Testing , Humans , RNA Splicing , Registries , Sequence Deletion
12.
J Natl Cancer Inst ; 95(22): 1718-21, 2003 Nov 19.
Article in English | MEDLINE | ID: mdl-14625263

ABSTRACT

Fanconi anemia is an autosomal recessive disorder characterized by congenital malformations, bone marrow failure, and the development of squamous cell carcinomas (SCCs) and other cancers. Recent clinicopathologic evidence has raised the possibility that an environmental factor such as human papillomavirus (HPV) may be involved in the pathogenesis of SCCs in Fanconi anemia patients. Given the high prevalence of p53 mutations in SCCs among the general population and the lack of p53 mutations in HPV-related carcinogenesis, we evaluated the role of HPV and p53 mutations and polymorphisms in SCC from Fanconi anemia patients. We used polymerase chain reaction (PCR) screening and real-time PCR to detect and quantify HPV DNA in DNA extracted from microdissected SCCs obtained from 24 Fanconi anemia patients (n = 25 SCCs; case subjects) and 50 age-, sex-, and tumor site-matched SCC patients without Fanconi anemia (n = 50 SCCs; control subjects). We PCR-amplified and sequenced exons 4-9 of the p53 gene from SCC DNA. We detected HPV DNA in 84% of the SCC specimens from the case subjects and in 36% of the SCC specimens from the control subjects (P<.001). The prevalence of p53 mutations in SCCs from the case subjects (0%, 0/25) was statistically significantly lower than that of SCCs from the control subjects (36%, 12/33; P<.001). A greater proportion of patients with Fanconi anemia and SCC were homozygous for Arg72, a p53 polymorphism that may be associated with increased risk for HPV-associated human malignancies, than an ethnically-matched cohort of Fanconi anemia patients without SCC (75% versus 51%; P =.05). These data suggest that Fanconi anemia is associated with increased susceptibility to HPV-induced carcinogenesis.


Subject(s)
Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/virology , DNA, Viral/isolation & purification , Fanconi Anemia/complications , Papillomaviridae/genetics , Polymorphism, Genetic , Tumor Suppressor Protein p53/genetics , Genotype , Humans , Polymerase Chain Reaction
13.
Hum Mutat ; 21(2): 158-68, 2003 Feb.
Article in English | MEDLINE | ID: mdl-12552564

ABSTRACT

Fanconi anemia (FA) is a genetically heterogeneous autosomal recessive syndrome associated with chromosomal instability, hypersensitivity to DNA cross-linking agents, and predisposition to malignancy. The gene for FA complementation group G (FANCG) was the third FA gene to be cloned, and was found to be identical with human XRCC9, which maps to 9p13. The cDNA is predicted to encode a polypeptide of 622 amino acids, with no sequence similarities to any other known protein or motifs that could point to a molecular function for FANCG/XRCC9. We used single strand conformational polymorphism analysis (SSCP) to screen genomic DNA from a panel of 307 racially and ethnically diverse unrelated FA patients from the International Fanconi Anemia Registry (IFAR) for variants in FANCG. Twenty-seven abnormal SSCP patterns were found; 18 of these variants appear to be pathogenic mutations while nine are likely to be nonpathogenic polymorphisms. Direct sequencing of genomic DNA from seven FA-G probands with one mutant allele not detected in the SSCP study and three additional probands assigned to the FA-G complementation group by retroviral correction with FANCG resulted in the detection of nine additional pathogenic mutations and two common SNPs. Conditions for rapid screening for these mutations by DHPLC for use in a clinical laboratory setting were established. The most common FANCG mutations in the IFAR population were: IVS8-2A>G (seven Portuguese-Brazilian probands), IVS11+1G>C (seven French-Acadian probands), 1794_1803del10 (seven European probands), and IVS3+1G>C (five Korean or Japanese probands). Our data suggest that the Portuguese-Brazilian, French-Acadian, and Korean/Japanese mutations were likely to have been present in a founding member of each of these populations.


Subject(s)
DNA-Binding Proteins/genetics , Fanconi Anemia/genetics , Genetic Variation/genetics , Registries , Alleles , Chromatography, High Pressure Liquid/methods , DNA Mutational Analysis , Ethnicity/genetics , Exons/genetics , Fanconi Anemia/diagnosis , Fanconi Anemia Complementation Group G Protein , Genetic Testing , Humans , Nucleic Acid Denaturation/genetics , Polymorphism, Single Nucleotide/genetics , Polymorphism, Single-Stranded Conformational , Racial Groups/genetics , Registries/statistics & numerical data
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