Inferring tumor progression from genomic heterogeneity.

Abstract:

:Cancer progression in humans is difficult to infer because we do not routinely sample patients at multiple stages of their disease. However, heterogeneous breast tumors provide a unique opportunity to study human tumor progression because they still contain evidence of early and intermediate subpopulations in the form of the phylogenetic relationships. We have developed a method we call Sector-Ploidy-Profiling (SPP) to study the clonal composition of breast tumors. SPP involves macro-dissecting tumors, flow-sorting genomic subpopulations by DNA content, and profiling genomes using comparative genomic hybridization (CGH). Breast carcinomas display two classes of genomic structural variation: (1) monogenomic and (2) polygenomic. Monogenomic tumors appear to contain a single major clonal subpopulation with a highly stable chromosome structure. Polygenomic tumors contain multiple clonal tumor subpopulations, which may occupy the same sectors, or separate anatomic locations. In polygenomic tumors, we show that heterogeneity can be ascribed to a few clonal subpopulations, rather than a series of gradual intermediates. By comparing multiple subpopulations from different anatomic locations, we have inferred pathways of cancer progression and the organization of tumor growth.

journal_name

Genome Res

journal_title

Genome research

authors

Navin N,Krasnitz A,Rodgers L,Cook K,Meth J,Kendall J,Riggs M,Eberling Y,Troge J,Grubor V,Levy D,Lundin P,Månér S,Zetterberg A,Hicks J,Wigler M

doi

10.1101/gr.099622.109

subject

Has Abstract

pub_date

2010-01-01 00:00:00

pages

68-80

issue

1

eissn

1088-9051

issn

1549-5469

pii

gr.099622.109

journal_volume

20

pub_type

杂志文章
  • Computational comparison of human genomic sequence assemblies for a region of chromosome 4.

    abstract::Much of the available human genomic sequence data exist in a fragmentary draft state following the completion of the initial high-volume sequencing performed by the International Human Genome Sequencing Consortium (IHGSC) and Celera Genomics (CG). We compared six draft genome assemblies over a region of chromosome 4p ...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.207902

    authors: Semple CA,Morris SW,Porteous DJ,Evans KL

    更新日期:2002-03-01 00:00:00

  • A fine scale phenotype-genotype virulence map of a bacterial pathogen.

    abstract::A large fraction of the genes from sequenced organisms are of unknown function. This limits biological insight, and for pathogenic microorganisms hampers the development of new approaches to battle infections. There is thus a great need for novel strategies that link genotypes to phenotypes for microorganisms. We desc...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.137430.112

    authors: van Opijnen T,Camilli A

    更新日期:2012-12-01 00:00:00

  • The origins and evolution of chromosomes, dosage compensation, and mechanisms underlying venom regulation in snakes.

    abstract::Here we use a chromosome-level genome assembly of a prairie rattlesnake (Crotalus viridis), together with Hi-C, RNA-seq, and whole-genome resequencing data, to study key features of genome biology and evolution in reptiles. We identify the rattlesnake Z Chromosome, including the recombining pseudoautosomal region, and...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.240952.118

    authors: Schield DR,Card DC,Hales NR,Perry BW,Pasquesi GM,Blackmon H,Adams RH,Corbin AB,Smith CF,Ramesh B,Demuth JP,Betrán E,Tollis M,Meik JM,Mackessy SP,Castoe TA

    更新日期:2019-04-01 00:00:00

  • Unamplified cap analysis of gene expression on a single-molecule sequencer.

    abstract::We report the development of a simplified cap analysis of gene expression (CAGE) protocol adapted for single-molecule sequencers that avoids second strand synthesis, ligation, digestion, and PCR. HeliScopeCAGE directly sequences the 3' end of cap trapped first-strand cDNAs. As with previous versions of CAGE, we better...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.115469.110

    authors: Kanamori-Katayama M,Itoh M,Kawaji H,Lassmann T,Katayama S,Kojima M,Bertin N,Kaiho A,Ninomiya N,Daub CO,Carninci P,Forrest AR,Hayashizaki Y

    更新日期:2011-07-01 00:00:00

  • Judging the quality of gene expression-based clustering methods using gene annotation.

    abstract::We compare several commonly used expression-based gene clustering algorithms using a figure of merit based on the mutual information between cluster membership and known gene attributes. By studying various publicly available expression data sets we conclude that enrichment of clusters for biological function is, in g...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.397002

    authors: Gibbons FD,Roth FP

    更新日期:2002-10-01 00:00:00

  • Large-scale mapping of gene regulatory logic reveals context-dependent repression by transcriptional activators.

    abstract::Transcription factors (TFs) are key mediators that propagate extracellular and intracellular signals through to changes in gene expression profiles. However, the rules by which promoters decode the amount of active TF into target gene expression are not well understood. To determine the mapping between promoter DNA se...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.212316.116

    authors: van Dijk D,Sharon E,Lotan-Pompan M,Weinberger A,Segal E,Carey LB

    更新日期:2017-01-01 00:00:00

  • A cross-platform analysis of 14,177 expression quantitative trait loci derived from lymphoblastoid cell lines.

    abstract::Gene expression levels can be an important link DNA between variation and phenotypic manifestations. Our previous map of global gene expression, based on ~400K single nucleotide polymorphisms (SNPs) and 50K transcripts in 400 sib pairs from the MRCA family panel, has been widely used to interpret the results of genome...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.142521.112

    authors: Liang L,Morar N,Dixon AL,Lathrop GM,Abecasis GR,Moffatt MF,Cookson WO

    更新日期:2013-04-01 00:00:00

  • Sequences of 95 human MHC haplotypes reveal extreme coding variation in genes other than highly polymorphic HLA class I and II.

    abstract::The most polymorphic part of the human genome, the MHC, encodes over 160 proteins of diverse function. Half of them, including the HLA class I and II genes, are directly involved in immune responses. Consequently, the MHC region strongly associates with numerous diseases and clinical therapies. Notoriously, the MHC re...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.213538.116

    authors: Norman PJ,Norberg SJ,Guethlein LA,Nemat-Gorgani N,Royce T,Wroblewski EE,Dunn T,Mann T,Alicata C,Hollenbach JA,Chang W,Shults Won M,Gunderson KL,Abi-Rached L,Ronaghi M,Parham P

    更新日期:2017-05-01 00:00:00

  • Mouse population-guided resequencing reveals that variants in CD44 contribute to acetaminophen-induced liver injury in humans.

    abstract::Interindividual variability in response to chemicals and drugs is a common regulatory concern. It is assumed that xenobiotic-induced adverse reactions have a strong genetic basis, but many mechanism-based investigations have not been successful in identifying susceptible individuals. While recent advances in pharmacog...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.090241.108

    authors: Harrill AH,Watkins PB,Su S,Ross PK,Harbourt DE,Stylianou IM,Boorman GA,Russo MW,Sackler RS,Harris SC,Smith PC,Tennant R,Bogue M,Paigen K,Harris C,Contractor T,Wiltshire T,Rusyn I,Threadgill DW

    更新日期:2009-09-01 00:00:00

  • Random mutagenesis of proximal mouse chromosome 5 uncovers predominantly embryonic lethal mutations.

    abstract::A region-specific ENU mutagenesis screen was conducted to elucidate the functional content of proximal mouse Chr 5. We used the visibly marked, recessive, lethal inversion Rump White (Rw) as a balancer in a three-generation breeding scheme to identify recessive mutations within the approximately 50 megabases spanned b...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.3826505

    authors: Wilson L,Ching YH,Farias M,Hartford SA,Howell G,Shao H,Bucan M,Schimenti JC

    更新日期:2005-08-01 00:00:00

  • Domain regulation of imprinting cluster in Kip2/Lit1 subdomain on mouse chromosome 7F4/F5: large-scale DNA methylation analysis reveals that DMR-Lit1 is a putative imprinting control region.

    abstract::Mouse chromosome 7F4/F5, where the imprinting domain is located, is syntenic to human 11p15.5, the locus for Beckwith-Wiedemann syndrome. The domain is thought to consist of the two subdomains Kip2 (p57(kip2))/Lit1 and Igf2/H19. Because DNA methylation is believed to be a key factor in genomic imprinting, we performed...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.110702

    authors: Yatsuki H,Joh K,Higashimoto K,Soejima H,Arai Y,Wang Y,Hatada I,Obata Y,Morisaki H,Zhang Z,Nakagawachi T,Satoh Y,Mukai T

    更新日期:2002-12-01 00:00:00

  • The effect of genotype and in utero environment on interindividual variation in neonate DNA methylomes.

    abstract::Integrating the genotype with epigenetic marks holds the promise of better understanding the biology that underlies the complex interactions of inherited and environmental components that define the developmental origins of a range of disorders. The quality of the in utero environment significantly influences health o...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.171439.113

    authors: Teh AL,Pan H,Chen L,Ong ML,Dogra S,Wong J,MacIsaac JL,Mah SM,McEwen LM,Saw SM,Godfrey KM,Chong YS,Kwek K,Kwoh CK,Soh SE,Chong MF,Barton S,Karnani N,Cheong CY,Buschdorf JP,Stünkel W,Kobor MS,Meaney MJ,Gluckma

    更新日期:2014-07-01 00:00:00

  • Genomic organization of the sex-determining and adjacent regions of the sex chromosomes of medaka.

    abstract::Sequencing of the human Y chromosome has uncovered the peculiarities of the genomic organization of a heterogametic sex chromosome of old evolutionary age, and has led to many insights into the evolutionary changes that occurred during its long history. We have studied the genomic organization of the medaka fish Y chr...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.5016106

    authors: Kondo M,Hornung U,Nanda I,Imai S,Sasaki T,Shimizu A,Asakawa S,Hori H,Schmid M,Shimizu N,Schartl M

    更新日期:2006-07-01 00:00:00

  • Transcription factor binding and modified histones in human bidirectional promoters.

    abstract::Bidirectional promoters have received considerable attention because of their ability to regulate two downstream genes (divergent genes). They are also highly abundant, directing the transcription of approximately 11% of genes in the human genome. We categorized the presence of DNA sequence motifs, binding of transcri...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.5623407

    authors: Lin JM,Collins PJ,Trinklein ND,Fu Y,Xi H,Myers RM,Weng Z

    更新日期:2007-06-01 00:00:00

  • Large-scale sequencing in human chromosome 12p13: experimental and computational gene structure determination.

    abstract::The detailed genomic organization of a gene-dense region at human chromosome 12p13, spanning 223 kb of contiguous sequence, was determined. This region is composed of 20 genes and several other expressed sequences. Experimental tools including RT-PCR and cDNA sequencing, combined with gene prediction programs, were ut...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.7.3.268

    authors: Ansari-Lari MA,Shen Y,Muzny DM,Lee W,Gibbs RA

    更新日期:1997-03-01 00:00:00

  • Recent segmental duplications in the working draft assembly of the brown Norway rat.

    abstract::We assessed the content, structure, and distribution of segmental duplications (> or =90% sequence identity, > or =5 kb length) within the published version of the Rattus norvegicus genome assembly (v.3.1). The overall fraction of duplicated sequence within the rat assembly (2.92%) is greater than that of the mouse (1...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.1907504

    authors: Tuzun E,Bailey JA,Eichler EE

    更新日期:2004-04-01 00:00:00

  • Core promoter T-blocks correlate with gene expression levels in C. elegans.

    abstract::Core promoters mediate transcription initiation by the integration of diverse regulatory signals encoded in the proximal promoter and enhancers. It has been suggested that genes under simple regulation may have low-complexity permissive promoters. For these genes, the core promoter may serve as the principal regulator...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.113381.110

    authors: Grishkevich V,Hashimshony T,Yanai I

    更新日期:2011-05-01 00:00:00

  • Gene3D: structural assignment for whole genes and genomes using the CATH domain structure database.

    abstract::We present a novel web-based resource, Gene3D, of precalculated structural assignments to gene sequences and whole genomes. This resource assigns structural domains from the CATH database to whole genes and links these to their curated functional and structural annotations within the CATH domain structure database, th...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.213802

    authors: Buchan DW,Shepherd AJ,Lee D,Pearl FM,Rison SC,Thornton JM,Orengo CA

    更新日期:2002-03-01 00:00:00

  • Genomic organization of the dog dystroglycan gene DAG1 locus on chromosome 20q15.1-q15.2.

    abstract::Dystroglycan is a laminin binding protein, which provides a structural link between the subsarcolemmal cytoskeleton and the extracellular matrix. It is also involved in the organization of basement membranes. So far the genomic organization of the dystroglycan gene DAG1 has not been completely investigated. Here we re...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.10.3.295

    authors: Leeb T,Neumann S,Deppe A,Breen M,Brenig B

    更新日期:2000-03-01 00:00:00

  • The amphioxus genome illuminates vertebrate origins and cephalochordate biology.

    abstract::Cephalochordates, urochordates, and vertebrates evolved from a common ancestor over 520 million years ago. To improve our understanding of chordate evolution and the origin of vertebrates, we intensively searched for particular genes, gene families, and conserved noncoding elements in the sequenced genome of the cepha...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.073676.107

    authors: Holland LZ,Albalat R,Azumi K,Benito-Gutiérrez E,Blow MJ,Bronner-Fraser M,Brunet F,Butts T,Candiani S,Dishaw LJ,Ferrier DE,Garcia-Fernàndez J,Gibson-Brown JJ,Gissi C,Godzik A,Hallböök F,Hirose D,Hosomichi K,Ikuta T,I

    更新日期:2008-07-01 00:00:00

  • Genome-scale identification of cellular pathways required for cell surface recognition.

    abstract::Interactions mediated by cell surface receptors initiate important instructive signaling cues but can be difficult to detect in biochemical assays because they are often highly transient and membrane-embedded receptors are difficult to solubilize in their native conformation. Here, we address these biochemical challen...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.231183.117

    authors: Sharma S,Bartholdson SJ,Couch ACM,Yusa K,Wright GJ

    更新日期:2018-09-01 00:00:00

  • A human cDNA expression library in yeast enriched for open reading frames.

    abstract::We developed a high-throughput technique for the generation of cDNA libraries in the yeast Saccharomyces cerevisiae which enables the selection of cloned cDNA inserts containing open reading frames (ORFs). For direct screening of random-primed cDNA libraries, we have constructed a yeast shuttle/expression vector, the ...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.181501

    authors: Holz C,Lueking A,Bovekamp L,Gutjahr C,Bolotina N,Lehrach H,Cahill DJ

    更新日期:2001-10-01 00:00:00

  • Cell-type, allelic, and genetic signatures in the human pancreatic beta cell transcriptome.

    abstract::Elucidating the pathophysiology and molecular attributes of common disorders as well as developing targeted and effective treatments hinges on the study of the relevant cell type and tissues. Pancreatic beta cells within the islets of Langerhans are centrally involved in the pathogenesis of both type 1 and type 2 diab...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.150706.112

    authors: Nica AC,Ongen H,Irminger JC,Bosco D,Berney T,Antonarakis SE,Halban PA,Dermitzakis ET

    更新日期:2013-09-01 00:00:00

  • Sequential ChIP-bisulfite sequencing enables direct genome-scale investigation of chromatin and DNA methylation cross-talk.

    abstract::Cross-talk between DNA methylation and histone modifications drives the establishment of composite epigenetic signatures and is traditionally studied using correlative rather than direct approaches. Here, we present sequential ChIP-bisulfite-sequencing (ChIP-BS-seq) as an approach to quantitatively assess DNA methylat...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.133728.111

    authors: Brinkman AB,Gu H,Bartels SJ,Zhang Y,Matarese F,Simmer F,Marks H,Bock C,Gnirke A,Meissner A,Stunnenberg HG

    更新日期:2012-06-01 00:00:00

  • BRAFV600E remodels the melanocyte transcriptome and induces BANCR to regulate melanoma cell migration.

    abstract::Aberrations of protein-coding genes are a focus of cancer genomics; however, the impact of oncogenes on expression of the ~50% of transcripts without protein-coding potential, including long noncoding RNAs (lncRNAs), has been largely uncharacterized. Activating mutations in the BRAF oncogene are present in >70% of mel...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.140061.112

    authors: Flockhart RJ,Webster DE,Qu K,Mascarenhas N,Kovalski J,Kretz M,Khavari PA

    更新日期:2012-06-01 00:00:00

  • Comparative analysis of mammalian Y chromosomes illuminates ancestral structure and lineage-specific evolution.

    abstract::Although more than thirty mammalian genomes have been sequenced to draft quality, very few of these include the Y chromosome. This has limited our understanding of the evolutionary dynamics of gene persistence and loss, our ability to identify conserved regulatory elements, as well our knowledge of the extent to which...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.154286.112

    authors: Li G,Davis BW,Raudsepp T,Pearks Wilkerson AJ,Mason VC,Ferguson-Smith M,O'Brien PC,Waters PD,Murphy WJ

    更新日期:2013-09-01 00:00:00

  • Rapid comparative genomic analysis for clinical microbiology: the Francisella tularensis paradigm.

    abstract::It is critical to avoid delays in detecting strain manipulations, such as the addition/deletion of a gene or modification of genes for increased virulence or antibiotic resistance, using genome analysis during an epidemic outbreak or a bioterrorist attack. Our objective was to evaluate the efficiency of genome analysi...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.071266.107

    authors: La Scola B,Elkarkouri K,Li W,Wahab T,Fournous G,Rolain JM,Biswas S,Drancourt M,Robert C,Audic S,Löfdahl S,Raoult D

    更新日期:2008-05-01 00:00:00

  • Genomics and hearing impairment.

    abstract::Hearing impairment is clinically and genetically heterogeneous. There are >400 disorders in which hearing impairment is a characteristic of the syndrome, and family studies demonstrate that there are at least 30 autosomal loci for nonsyndromic hearing impairment. The genes that have been identified encode diaphanous (...

    journal_title:Genome research

    pub_type: 历史文章,杂志文章,评审

    doi:

    authors: Keats BJ,Berlin CI

    更新日期:1999-01-01 00:00:00

  • metaSPAdes: a new versatile metagenomic assembler.

    abstract::While metagenomics has emerged as a technology of choice for analyzing bacterial populations, the assembly of metagenomic data remains challenging, thus stifling biological discoveries. Moreover, recent studies revealed that complex bacterial populations may be composed from dozens of related strains, thus further amp...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.213959.116

    authors: Nurk S,Meleshko D,Korobeynikov A,Pevzner PA

    更新日期:2017-05-01 00:00:00

  • Schizosaccharomyces pombe essential genes: a pilot study.

    abstract::After completion of the Schizosaccharomyces pombe genome sequence, we have carried out a pilot gene deletion project to assess the feasibility of a genome-wide deletion project and to estimate the percentage of essential genes. Using a PCR-based gene deletion procedure, we investigated 100 genes within a 253-kb region...

    journal_title:Genome research

    pub_type: 杂志文章

    doi:10.1101/gr.636103

    authors: Decottignies A,Sanchez-Perez I,Nurse P

    更新日期:2003-03-01 00:00:00