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1.
Cell ; 154(3): 505-17, 2013 Aug 01.
Article in English | MEDLINE | ID: mdl-23911318

ABSTRACT

Purine biosynthesis and metabolism, conserved in all living organisms, is essential for cellular energy homeostasis and nucleic acid synthesis. The de novo synthesis of purine precursors is under tight negative feedback regulation mediated by adenosine and guanine nucleotides. We describe a distinct early-onset neurodegenerative condition resulting from mutations in the adenosine monophosphate deaminase 2 gene (AMPD2). Patients have characteristic brain imaging features of pontocerebellar hypoplasia (PCH) due to loss of brainstem and cerebellar parenchyma. We found that AMPD2 plays an evolutionary conserved role in the maintenance of cellular guanine nucleotide pools by regulating the feedback inhibition of adenosine derivatives on de novo purine synthesis. AMPD2 deficiency results in defective GTP-dependent initiation of protein translation, which can be rescued by administration of purine precursors. These data suggest AMPD2-related PCH as a potentially treatable early-onset neurodegenerative disease.


Subject(s)
AMP Deaminase/metabolism , Olivopontocerebellar Atrophies/metabolism , Purines/biosynthesis , AMP Deaminase/chemistry , AMP Deaminase/genetics , Animals , Brain Stem/pathology , Cerebellum/pathology , Child , Female , Guanosine Triphosphate/metabolism , Humans , Male , Mice , Mice, Knockout , Mutation , Neural Stem Cells/metabolism , Olivopontocerebellar Atrophies/genetics , Olivopontocerebellar Atrophies/pathology , Protein Biosynthesis , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae/metabolism
2.
Cell ; 153(3): 666-77, 2013 Apr 25.
Article in English | MEDLINE | ID: mdl-23622249

ABSTRACT

The analysis of exonic DNA from prostate cancers has identified recurrently mutated genes, but the spectrum of genome-wide alterations has not been profiled extensively in this disease. We sequenced the genomes of 57 prostate tumors and matched normal tissues to characterize somatic alterations and to study how they accumulate during oncogenesis and progression. By modeling the genesis of genomic rearrangements, we identified abundant DNA translocations and deletions that arise in a highly interdependent manner. This phenomenon, which we term "chromoplexy," frequently accounts for the dysregulation of prostate cancer genes and appears to disrupt multiple cancer genes coordinately. Our modeling suggests that chromoplexy may induce considerable genomic derangement over relatively few events in prostate cancer and other neoplasms, supporting a model of punctuated cancer evolution. By characterizing the clonal hierarchy of genomic lesions in prostate tumors, we charted a path of oncogenic events along which chromoplexy may drive prostate carcinogenesis.


Subject(s)
Chromosome Aberrations , Gene Expression Regulation, Neoplastic , Genome, Human , Prostatic Neoplasms/genetics , Adenocarcinoma/genetics , Adenocarcinoma/pathology , Cohort Studies , Genome-Wide Association Study , Humans , Male , Neuroendocrine Tumors/genetics , Neuroendocrine Tumors/pathology , Prostatic Neoplasms/pathology
3.
Cell ; 150(2): 251-63, 2012 Jul 20.
Article in English | MEDLINE | ID: mdl-22817889

ABSTRACT

Despite recent insights into melanoma genetics, systematic surveys for driver mutations are challenged by an abundance of passenger mutations caused by carcinogenic UV light exposure. We developed a permutation-based framework to address this challenge, employing mutation data from intronic sequences to control for passenger mutational load on a per gene basis. Analysis of large-scale melanoma exome data by this approach discovered six novel melanoma genes (PPP6C, RAC1, SNX31, TACC1, STK19, and ARID2), three of which-RAC1, PPP6C, and STK19-harbored recurrent and potentially targetable mutations. Integration with chromosomal copy number data contextualized the landscape of driver mutations, providing oncogenic insights in BRAF- and NRAS-driven melanoma as well as those without known NRAS/BRAF mutations. The landscape also clarified a mutational basis for RB and p53 pathway deregulation in this malignancy. Finally, the spectrum of driver mutations provided unequivocal genomic evidence for a direct mutagenic role of UV light in melanoma pathogenesis.


Subject(s)
Genome-Wide Association Study , Melanoma/genetics , Mutagenesis , Ultraviolet Rays , Amino Acid Sequence , Cells, Cultured , Exome , Humans , Melanocytes/metabolism , Models, Molecular , Molecular Sequence Data , Proto-Oncogene Proteins B-raf/genetics , Sequence Alignment , rac1 GTP-Binding Protein/genetics
4.
Nature ; 506(7488): 371-5, 2014 Feb 20.
Article in English | MEDLINE | ID: mdl-24390348

ABSTRACT

Cervical cancer is responsible for 10-15% of cancer-related deaths in women worldwide. The aetiological role of infection with high-risk human papilloma viruses (HPVs) in cervical carcinomas is well established. Previous studies have also implicated somatic mutations in PIK3CA, PTEN, TP53, STK11 and KRAS as well as several copy-number alterations in the pathogenesis of cervical carcinomas. Here we report whole-exome sequencing analysis of 115 cervical carcinoma-normal paired samples, transcriptome sequencing of 79 cases and whole-genome sequencing of 14 tumour-normal pairs. Previously unknown somatic mutations in 79 primary squamous cell carcinomas include recurrent E322K substitutions in the MAPK1 gene (8%), inactivating mutations in the HLA-B gene (9%), and mutations in EP300 (16%), FBXW7 (15%), NFE2L2 (4%), TP53 (5%) and ERBB2 (6%). We also observe somatic ELF3 (13%) and CBFB (8%) mutations in 24 adenocarcinomas. Squamous cell carcinomas have higher frequencies of somatic nucleotide substitutions occurring at cytosines preceded by thymines (Tp*C sites) than adenocarcinomas. Gene expression levels at HPV integration sites were statistically significantly higher in tumours with HPV integration compared with expression of the same genes in tumours without viral integration at the same site. These data demonstrate several recurrent genomic alterations in cervical carcinomas that suggest new strategies to combat this disease.


Subject(s)
Genome, Human/genetics , Mutation/genetics , Uterine Cervical Neoplasms/genetics , Adenocarcinoma/genetics , Adenocarcinoma/virology , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/virology , Case-Control Studies , Cell Cycle Proteins/genetics , Core Binding Factor beta Subunit/genetics , DNA Copy Number Variations/genetics , DNA Mutational Analysis , DNA-Binding Proteins/genetics , E1A-Associated p300 Protein/genetics , Exome/genetics , F-Box Proteins/genetics , F-Box-WD Repeat-Containing Protein 7 , Female , Gene Expression Regulation, Neoplastic/genetics , Genomics , HLA-B Antigens/genetics , Humans , Mitogen-Activated Protein Kinase 1/genetics , NF-E2-Related Factor 2/genetics , Papillomaviridae/genetics , Papillomaviridae/physiology , Papillomavirus Infections/genetics , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins c-ets , Receptor, ErbB-2/genetics , Transcription Factors/genetics , Transcriptome/genetics , Tumor Suppressor Protein p53/genetics , Ubiquitin-Protein Ligases/genetics , Uterine Cervical Neoplasms/virology , Virus Integration/genetics
5.
Nature ; 499(7457): 214-218, 2013 Jul 11.
Article in English | MEDLINE | ID: mdl-23770567

ABSTRACT

Major international projects are underway that are aimed at creating a comprehensive catalogue of all the genes responsible for the initiation and progression of cancer. These studies involve the sequencing of matched tumour-normal samples followed by mathematical analysis to identify those genes in which mutations occur more frequently than expected by random chance. Here we describe a fundamental problem with cancer genome studies: as the sample size increases, the list of putatively significant genes produced by current analytical methods burgeons into the hundreds. The list includes many implausible genes (such as those encoding olfactory receptors and the muscle protein titin), suggesting extensive false-positive findings that overshadow true driver events. We show that this problem stems largely from mutational heterogeneity and provide a novel analytical methodology, MutSigCV, for resolving the problem. We apply MutSigCV to exome sequences from 3,083 tumour-normal pairs and discover extraordinary variation in mutation frequency and spectrum within cancer types, which sheds light on mutational processes and disease aetiology, and in mutation frequency across the genome, which is strongly correlated with DNA replication timing and also with transcriptional activity. By incorporating mutational heterogeneity into the analyses, MutSigCV is able to eliminate most of the apparent artefactual findings and enable the identification of genes truly associated with cancer.


Subject(s)
Genetic Heterogeneity , Mutation/genetics , Neoplasms/genetics , Oncogenes/genetics , Artifacts , DNA Replication Timing , Exome/genetics , False Positive Reactions , Gene Expression , Genome, Human/genetics , Humans , Lung Neoplasms/genetics , Mutation Rate , Neoplasms/classification , Neoplasms/pathology , Neoplasms, Squamous Cell/genetics , Reproducibility of Results , Sample Size
6.
Nature ; 485(7399): 502-6, 2012 May 09.
Article in English | MEDLINE | ID: mdl-22622578

ABSTRACT

Melanoma is notable for its metastatic propensity, lethality in the advanced setting and association with ultraviolet exposure early in life. To obtain a comprehensive genomic view of melanoma in humans, we sequenced the genomes of 25 metastatic melanomas and matched germline DNA. A wide range of point mutation rates was observed: lowest in melanomas whose primaries arose on non-ultraviolet-exposed hairless skin of the extremities (3 and 14 per megabase (Mb) of genome), intermediate in those originating from hair-bearing skin of the trunk (5-55 per Mb), and highest in a patient with a documented history of chronic sun exposure (111 per Mb). Analysis of whole-genome sequence data identified PREX2 (phosphatidylinositol-3,4,5-trisphosphate-dependent Rac exchange factor 2)--a PTEN-interacting protein and negative regulator of PTEN in breast cancer--as a significantly mutated gene with a mutation frequency of approximately 14% in an independent extension cohort of 107 human melanomas. PREX2 mutations are biologically relevant, as ectopic expression of mutant PREX2 accelerated tumour formation of immortalized human melanocytes in vivo. Thus, whole-genome sequencing of human melanoma tumours revealed genomic evidence of ultraviolet pathogenesis and discovered a new recurrently mutated gene in melanoma.


Subject(s)
Genome, Human/genetics , Guanine Nucleotide Exchange Factors/genetics , Melanoma/genetics , Mutation/genetics , Sunlight/adverse effects , Chromosome Breakpoints/radiation effects , DNA Damage , DNA Mutational Analysis , Gene Expression Regulation, Neoplastic , Guanine Nucleotide Exchange Factors/metabolism , Humans , Melanocytes/metabolism , Melanocytes/pathology , Melanoma/pathology , Mutagenesis/radiation effects , Mutation/radiation effects , Oncogenes/genetics , Ultraviolet Rays/adverse effects
7.
Am J Hum Genet ; 92(3): 392-400, 2013 Mar 07.
Article in English | MEDLINE | ID: mdl-23453666

ABSTRACT

The corpus callosum is the principal cerebral commissure connecting the right and left hemispheres. The development of the corpus callosum is under tight genetic control, as demonstrated by abnormalities in its development in more than 1,000 genetic syndromes. We recruited more than 25 families in which members affected with corpus callosum hypoplasia (CCH) lacked syndromic features and had consanguineous parents, suggesting recessive causes. Exome sequence analysis identified C12orf57 mutations at the initiator methionine codon in four different families. C12orf57 is ubiquitously expressed and encodes a poorly annotated 126 amino acid protein of unknown function. This protein is without significant paralogs but has been tightly conserved across evolution. Our data suggest that this conserved gene is required for development of the human corpus callosum.


Subject(s)
Agenesis of Corpus Callosum/genetics , Corpus Callosum/metabolism , Exome , Mutation , Amino Acid Sequence , Cerebral Cortex/metabolism , Codon/genetics , Female , Genetic Predisposition to Disease , Humans , Male , Methionine/genetics , Molecular Sequence Data , Sequence Analysis, DNA/methods
8.
Nat Med ; 12(7): 852-5, 2006 Jul.
Article in English | MEDLINE | ID: mdl-16799556

ABSTRACT

The sensitivity of conventional DNA sequencing in tumor biopsies is limited by stromal contamination and by genetic heterogeneity within the cancer. Here, we show that microreactor-based pyrosequencing can detect rare cancer-associated sequence variations by independent and parallel sampling of multiple representatives of a given DNA fragment. This technology can thereby facilitate accurate molecular diagnosis of heterogeneous cancer specimens and enable patient selection for targeted cancer therapies.


Subject(s)
Chromosome Mapping/methods , DNA, Neoplasm/genetics , Mutation , Neoplasms/genetics , Base Sequence , Humans , Molecular Sequence Data , Neoplasms/diagnosis , Sensitivity and Specificity
9.
J Med Genet ; 49(6): 380-5, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22577224

ABSTRACT

BACKGROUND: Dubowitz syndrome (DS) is an autosomal recessive disorder characterized by the constellation of mild microcephaly, growth and mental retardation, eczema and peculiar facies. Over 140 cases have been reported, but the genetic basis is not understood. METHODS: We enrolled a multiplex consanguineous family from the United Arab Emirates with many of the key clinical features of DS as reported in previous series. The family was analyzed by whole exome sequencing. RNA splicing was evaluated with reverse-transcriptase PCR, immunostaining and western blotting was performed with specific antibodies, and site-specific cytosine-5-methylation was studied with bisulfite sequencing. RESULTS: We identified a homozygous splice mutation in the NSUN2 gene, encoding a conserved RNA methyltransferase. The mutation abolished the canonical splice acceptor site of exon 6, leading to use of a cryptic splice donor within an AluY and subsequent mRNA instability. Patient cells lacked NSUN2 protein and there was resultant loss of site-specific 5-cytosine methylation of the tRNA(Asp GTC) at C47 and C48, known NSUN2 targets. CONCLUSION: Our findings establish NSUN2 as the first causal gene with relationship to the DS spectrum phenotype. NSUN2 has been implicated in Myc-induced cell proliferation and mitotic spindle stability, which might help explain the varied clinical presentation in DS that can include chromosomal instability and immunological defects.


Subject(s)
Eczema/genetics , Exome , Growth Disorders/genetics , Intellectual Disability/genetics , Methyltransferases/genetics , Microcephaly/genetics , Mutation , Animals , Facies , Female , Humans , Male , Pedigree , RNA Splicing , Sequence Analysis, DNA , United Arab Emirates
10.
Nature ; 437(7057): 376-80, 2005 Sep 15.
Article in English | MEDLINE | ID: mdl-16056220

ABSTRACT

The proliferation of large-scale DNA-sequencing projects in recent years has driven a search for alternative methods to reduce time and cost. Here we describe a scalable, highly parallel sequencing system with raw throughput significantly greater than that of state-of-the-art capillary electrophoresis instruments. The apparatus uses a novel fibre-optic slide of individual wells and is able to sequence 25 million bases, at 99% or better accuracy, in one four-hour run. To achieve an approximately 100-fold increase in throughput over current Sanger sequencing technology, we have developed an emulsion method for DNA amplification and an instrument for sequencing by synthesis using a pyrosequencing protocol optimized for solid support and picolitre-scale volumes. Here we show the utility, throughput, accuracy and robustness of this system by shotgun sequencing and de novo assembly of the Mycoplasma genitalium genome with 96% coverage at 99.96% accuracy in one run of the machine.


Subject(s)
Genome, Bacterial , Genomics/instrumentation , Microchemistry/instrumentation , Mycoplasma genitalium/genetics , Sequence Analysis, DNA/instrumentation , Electrophoresis, Capillary , Emulsions , Fiber Optic Technology , Genomics/economics , Microchemistry/economics , Polymerase Chain Reaction , Reproducibility of Results , Sensitivity and Specificity , Sequence Analysis, DNA/economics , Time Factors
11.
Arch Dis Child ; 2020 Oct 29.
Article in English | MEDLINE | ID: mdl-33122332

ABSTRACT

BACKGROUND: National guidance recommends CT-head for all children <1 year old with suspected physical abuse, and to be considered for those <2 years old to exclude abusive head trauma. OBJECTIVES: To investigate whether this guidance is followed, and the associations between clinical presentation and CT findings, to determine whether guidance could be refined. MATERIALS AND METHODS: A retrospective case note review of all children <2 years old who underwent medical assessment for suspected abuse (2009-2017). Outcome measures were frequency of CT-head, and diagnostic yield of intracranial injury, skull fracture or both. RESULTS: CT-head was undertaken in 60.3% (152/252) of children <12 months old and 7.8% (13/167) of those aged 12-24 months. The diagnostic yield in children who had a CT-head was 27.1% in children <6 months old, 14.3% in those 6-12 months old (p=0.07) and 42.6% (6/13) in those 12-24 months old. For those with head swelling or neurological impairment, it was 84.2% (32/38). In children <12 months old without these clinical features, the estimated prevalence of occult head injury was 6.1% (7/115). The strongest predictors of an abnormal CT-head were swelling to the head (OR 46.7), neurological impairment (OR 20.6) and a low haemoglobin (OR 11.8). CONCLUSION: All children <2 years of age with suspected physical abuse and neurological impairment or head swelling should undergo CT-head. Where the technical skills and the requisite expertise to interpret MRI exist, an MRI scan may be the optimal first-line neuroimaging investigation in infants who are neurologically stable with injuries unrelated to the head to minimise cranial radiation exposure.

12.
PLoS One ; 12(6): e0178189, 2017.
Article in English | MEDLINE | ID: mdl-28594900

ABSTRACT

To further our understanding of the somatic genetic basis of uveal melanoma, we sequenced the protein-coding regions of 52 primary tumors and 3 liver metastases together with paired normal DNA. Known recurrent mutations were identified in GNAQ, GNA11, BAP1, EIF1AX, and SF3B1. The role of mutated EIF1AX was tested using loss of function approaches including viability and translational efficiency assays. Knockdown of both wild type and mutant EIF1AX was lethal to uveal melanoma cells. We probed the function of N-terminal tail EIF1AX mutations by performing RNA sequencing of polysome-associated transcripts in cells expressing endogenous wild type or mutant EIF1AX. Ribosome occupancy of the global translational apparatus was sensitive to suppression of wild type but not mutant EIF1AX. Together, these studies suggest that cells expressing mutant EIF1AX may exhibit aberrant translational regulation, which may provide clonal selective advantage in the subset of uveal melanoma that harbors this mutation.


Subject(s)
Genome, Human , Melanoma/genetics , Protein Biosynthesis/genetics , Uveal Neoplasms/genetics , Adult , Aged , Aged, 80 and over , Eukaryotic Initiation Factor-1/genetics , Female , Humans , Male , Melanoma/pathology , Middle Aged , Mutation , Uveal Neoplasms/pathology , Young Adult
13.
Eur J Hum Genet ; 21(10): 1074-8, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23386033

ABSTRACT

Joubert syndrome and related disorders (JSRD) are clinically and genetically heterogeneous ciliopathies sharing a peculiar midbrain-hindbrain malformation known as the 'molar tooth sign'. To date, 19 causative genes have been identified, all coding for proteins of the primary cilium. There is clinical and genetic overlap with other ciliopathies, in particular with Meckel syndrome (MKS), that is allelic to JSRD at nine distinct loci. We previously identified the INPP5E gene as causative of JSRD in seven families linked to the JBTS1 locus, yet the phenotypic spectrum and prevalence of INPP5E mutations in JSRD and MKS remain largely unknown. To address this issue, we performed INPP5E mutation analysis in 483 probands, including 408 JSRD patients representative of all clinical subgroups and 75 MKS fetuses. We identified 12 different mutations in 17 probands from 11 JSRD families, with an overall 2.7% mutation frequency among JSRD. The most common clinical presentation among mutated families (7/11, 64%) was Joubert syndrome with ocular involvement (either progressive retinopathy and/or colobomas), while the remaining cases had pure JS. Kidney, liver and skeletal involvement were not observed. None of the MKS fetuses carried INPP5E mutations, indicating that the two ciliopathies are not allelic at this locus.


Subject(s)
Cerebellar Diseases/genetics , Eye Abnormalities/genetics , Gene Frequency , Kidney Diseases, Cystic/genetics , Mutation , Phenotype , Phosphoric Monoester Hydrolases/genetics , Retina/abnormalities , Abnormalities, Multiple , Adolescent , Amino Acid Sequence , Cerebellar Diseases/diagnosis , Cerebellum/abnormalities , Child , Child, Preschool , Ciliary Motility Disorders/diagnosis , Ciliary Motility Disorders/genetics , Encephalocele/diagnosis , Encephalocele/genetics , Eye Abnormalities/diagnosis , Female , Heterozygote , Humans , Infant , Kidney Diseases, Cystic/diagnosis , Male , Molecular Sequence Data , Pedigree , Polycystic Kidney Diseases/diagnosis , Polycystic Kidney Diseases/genetics , Prenatal Diagnosis , Prevalence , Retinitis Pigmentosa
14.
Nat Genet ; 45(12): 1483-6, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24185511

ABSTRACT

The diagnosed incidence of small intestine neuroendocrine tumors (SI-NETs) is increasing, and the underlying genomic mechanisms have not yet been defined. Using exome- and genome-sequence analysis of SI-NETs, we identified recurrent somatic mutations and deletions in CDKN1B, the cyclin-dependent kinase inhibitor gene, which encodes p27. We observed frameshift mutations of CDKN1B in 14 of 180 SI-NETs, and we detected hemizygous deletions encompassing CDKN1B in 7 out of 50 SI-NETs, nominating p27 as a tumor suppressor and implicating cell cycle dysregulation in the etiology of SI-NETs.


Subject(s)
Cyclin-Dependent Kinase Inhibitor p27/genetics , Intestinal Neoplasms/genetics , Mutation , Neuroendocrine Tumors/genetics , Cell Cycle/genetics , Cohort Studies , Genes, Tumor Suppressor , Genetic Predisposition to Disease , Humans , Intestinal Neoplasms/epidemiology , Intestinal Neoplasms/pathology , Intestine, Small/pathology , Neuroendocrine Tumors/epidemiology , Neuroendocrine Tumors/pathology , Sequence Analysis, DNA
15.
Nat Genet ; 44(6): 685-9, 2012 May 20.
Article in English | MEDLINE | ID: mdl-22610119

ABSTRACT

Prostate cancer is the second most common cancer in men worldwide and causes over 250,000 deaths each year. Overtreatment of indolent disease also results in significant morbidity. Common genetic alterations in prostate cancer include losses of NKX3.1 (8p21) and PTEN (10q23), gains of AR (the androgen receptor gene) and fusion of ETS family transcription factor genes with androgen-responsive promoters. Recurrent somatic base-pair substitutions are believed to be less contributory in prostate tumorigenesis but have not been systematically analyzed in large cohorts. Here, we sequenced the exomes of 112 prostate tumor and normal tissue pairs. New recurrent mutations were identified in multiple genes, including MED12 and FOXA1. SPOP was the most frequently mutated gene, with mutations involving the SPOP substrate-binding cleft in 6-15% of tumors across multiple independent cohorts. Prostate cancers with mutant SPOP lacked ETS family gene rearrangements and showed a distinct pattern of genomic alterations. Thus, SPOP mutations may define a new molecular subtype of prostate cancer.


Subject(s)
Hepatocyte Nuclear Factor 3-alpha/genetics , Mediator Complex/genetics , Microtubule-Associated Proteins/genetics , Mutation , Prostatic Neoplasms/genetics , Exome , Humans , Male , Sequence Analysis, DNA
16.
Genome Res ; 12(10): 1599-610, 2002 Oct.
Article in English | MEDLINE | ID: mdl-12368253

ABSTRACT

The Generic Model Organism System Database Project (GMOD) seeks to develop reusable software components for model organism system databases. In this paper we describe the Generic Genome Browser (GBrowse), a Web-based application for displaying genomic annotations and other features. For the end user, features of the browser include the ability to scroll and zoom through arbitrary regions of a genome, to enter a region of the genome by searching for a landmark or performing a full text search of all features, and the ability to enable and disable tracks and change their relative order and appearance. The user can upload private annotations to view them in the context of the public ones, and publish those annotations to the community. For the data provider, features of the browser software include reliance on readily available open source components, simple installation, flexible configuration, and easy integration with other components of a model organism system Web site. GBrowse is freely available under an open source license. The software, its documentation, and support are available at http://www.gmod.org.


Subject(s)
Database Management Systems/trends , Databases, Genetic , Genome , Animals , Computer Graphics , Diptera/genetics , Drosophila Proteins/genetics , Drosophila melanogaster/genetics , Transcription Factors/genetics
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