Repeated observation of breast tumor subtypes in independent gene expression data sets.

Abstract:

:Characteristic patterns of gene expression measured by DNA microarrays have been used to classify tumors into clinically relevant subgroups. In this study, we have refined the previously defined subtypes of breast tumors that could be distinguished by their distinct patterns of gene expression. A total of 115 malignant breast tumors were analyzed by hierarchical clustering based on patterns of expression of 534 "intrinsic" genes and shown to subdivide into one basal-like, one ERBB2-overexpressing, two luminal-like, and one normal breast tissue-like subgroup. The genes used for classification were selected based on their similar expression levels between pairs of consecutive samples taken from the same tumor separated by 15 weeks of neoadjuvant treatment. Similar cluster analyses of two published, independent data sets representing different patient cohorts from different laboratories, uncovered some of the same breast cancer subtypes. In the one data set that included information on time to development of distant metastasis, subtypes were associated with significant differences in this clinical feature. By including a group of tumors from BRCA1 carriers in the analysis, we found that this genotype predisposes to the basal tumor subtype. Our results strongly support the idea that many of these breast tumor subtypes represent biologically distinct disease entities.

authors

Sorlie T,Tibshirani R,Parker J,Hastie T,Marron JS,Nobel A,Deng S,Johnsen H,Pesich R,Geisler S,Demeter J,Perou CM,Lønning PE,Brown PO,Børresen-Dale AL,Botstein D

doi

10.1073/pnas.0932692100

keywords:

subject

Has Abstract

pub_date

2003-07-08 00:00:00

pages

8418-23

issue

14

eissn

0027-8424

issn

1091-6490

pii

0932692100

journal_volume

100

pub_type

杂志文章
  • Committed sea-level rise for the next century from Greenland ice sheet dynamics during the past decade.

    abstract::We use a three-dimensional, higher-order ice flow model and a realistic initial condition to simulate dynamic perturbations to the Greenland ice sheet during the last decade and to assess their contribution to sea level by 2100. Starting from our initial condition, we apply a time series of observationally constrained...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1017313108

    authors: Price SF,Payne AJ,Howat IM,Smith BE

    更新日期:2011-05-31 00:00:00

  • Successful induction of immune tolerance to enzyme replacement therapy in canine mucopolysaccharidosis I.

    abstract::Immune responses can interfere with the effective use of therapeutic proteins to treat genetic deficiencies and have been challenging to manage. To address this problem, we adapted and studied methods of immune tolerance used in canine organ transplantation research to soluble protein therapeutics. A tolerization regi...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0305480101

    authors: Kakkis E,Lester T,Yang R,Tanaka C,Anand V,Lemontt J,Peinovich M,Passage M

    更新日期:2004-01-20 00:00:00

  • A molecular profile of the mouse gastric parietal cell with and without exposure to Helicobacter pylori.

    abstract::The parietal cell (PC) plays an important role in normal gastric physiology and in common diseases of the stomach. Although the genes involved in acid secretion are well known, there is limited molecular information about other aspects of PC function. We have generated a comprehensive database of genes expressed prefe...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.231332398

    authors: Mills JC,Syder AJ,Hong CV,Guruge JL,Raaii F,Gordon JI

    更新日期:2001-11-20 00:00:00

  • Lysosome inhibition sensitizes pancreatic cancer to replication stress by aspartate depletion.

    abstract::Functional lysosomes mediate autophagy and macropinocytosis for nutrient acquisition. Pancreatic ductal adenocarcinoma (PDAC) tumors exhibit high basal lysosomal activity, and inhibition of lysosome function suppresses PDAC cell proliferation and tumor growth. However, the codependencies induced by lysosomal inhibitio...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1812410116

    authors: Elliott IA,Dann AM,Xu S,Kim SS,Abt ER,Kim W,Poddar S,Moore A,Zhou L,Williams JL,Capri JR,Ghukasyan R,Matsumura C,Tucker DA,Armstrong WR,Cabebe AE,Wu N,Li L,Le TM,Radu CG,Donahue TR

    更新日期:2019-04-02 00:00:00

  • Crystal structure of Streptococcus pyogenes EndoS, an immunomodulatory endoglycosidase specific for human IgG antibodies.

    abstract::To evade host immune mechanisms, many bacteria secrete immunomodulatory enzymes. Streptococcus pyogenes, one of the most common human pathogens, secretes a large endoglycosidase, EndoS, which removes carbohydrates in a highly specific manner from IgG antibodies. This modification renders antibodies incapable of elicit...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1322908111

    authors: Trastoy B,Lomino JV,Pierce BG,Carter LG,Günther S,Giddens JP,Snyder GA,Weiss TM,Weng Z,Wang LX,Sundberg EJ

    更新日期:2014-05-06 00:00:00

  • Side-chain repacking calculations for predicting structures and stabilities of heterodimeric coiled coils.

    abstract::An important goal in biology is to predict from sequence data the high-resolution structures of proteins and the interactions that occur between them. In this paper, we describe a computational approach that can make these types of predictions for a series of coiled-coil dimers. Our method comprises a dual strategy th...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.261563398

    authors: Keating AE,Malashkevich VN,Tidor B,Kim PS

    更新日期:2001-12-18 00:00:00

  • Phosphorylation and dephosphorylation of spectrin from human erythrocyte ghosts under physiological conditions: autocatalysis rather than reaction with separate kinase and phosphatase.

    abstract::The mechanism of phosphosylation and dephosphorylation of spectrin from human erythrocyte membranes has been examined under closely physiological conditions. The results support the hypothesis that spectrin is an autophosphorylating and dephosphorylating system. (i) Extraction from ghosts of up to 85% of the kinase (c...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.77.6.3264

    authors: Imhof BA,Acha-Orbea HJ,Libermann TA,Reber BF,Lanz JH,Winterhalter KH,Birchmeier W

    更新日期:1980-06-01 00:00:00

  • Adenosine diphosphate glucose pyrophosphatase: A plastidial phosphodiesterase that prevents starch biosynthesis.

    abstract::A distinct phosphodiesterasic activity (EC 3.1.4) was found in both mono- and dicotyledonous plants that catalyzes the hydrolytic breakdown of ADPglucose (ADPG) to produce equimolar amounts of glucose-1-phosphate and AMP. The enzyme responsible for this activity, referred to as ADPG pyrophosphatase (AGPPase), was puri...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.120168097

    authors: Rodriguez-López M,Baroja-Fernández E,Zandueta-Criado A,Pozueta-Romero J

    更新日期:2000-07-18 00:00:00

  • Memory-specific temporal profiles of gene expression in the hippocampus.

    abstract::Many experiments in the past have demonstrated the requirement of de novo gene expression during the long-term retention of learning and memory. Although previous studies implicated individual genes or genetic pathways in learning and memory, they did not uncover the collective behaviors or patterns of the genes. We h...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.242597199

    authors: Cavallaro S,D'Agata V,Manickam P,Dufour F,Alkon DL

    更新日期:2002-12-10 00:00:00

  • Tree-structured supervised learning and the genetics of hypertension.

    abstract::This paper is about an algorithm, FlexTree, for general supervised learning. It extends the binary tree-structured approach (Classification and Regression Trees, CART) although it differs greatly in its selection and combination of predictors. It is particularly applicable to assessing interactions: gene by gene and g...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0403794101

    authors: Huang J,Lin A,Narasimhan B,Quertermous T,Hsiung CA,Ho LT,Grove JS,Olivier M,Ranade K,Risch NJ,Olshen RA

    更新日期:2004-07-20 00:00:00

  • PDR-type ABC transporter mediates cellular uptake of the phytohormone abscisic acid.

    abstract::Abscisic acid (ABA) is a ubiquitous phytohormone involved in many developmental processes and stress responses of plants. ABA moves within the plant, and intracellular receptors for ABA have been recently identified; however, no ABA transporter has been described to date. Here, we report the identification of the ATP-...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0909222107

    authors: Kang J,Hwang JU,Lee M,Kim YY,Assmann SM,Martinoia E,Lee Y

    更新日期:2010-02-02 00:00:00

  • D-peptide inhibitors of the p53-MDM2 interaction for targeted molecular therapy of malignant neoplasms.

    abstract::The oncoproteins MDM2 and MDMX negatively regulate the activity and stability of the tumor suppressor protein p53, conferring tumor development and survival. Antagonists targeting the p53-binding domains of MDM2 and MDMX kill tumor cells both in vitro and in vivo by reactivating the p53 pathway, promising a class of a...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1008930107

    authors: Liu M,Li C,Pazgier M,Li C,Mao Y,Lv Y,Gu B,Wei G,Yuan W,Zhan C,Lu WY,Lu W

    更新日期:2010-08-10 00:00:00

  • Tyrosine kinase JAK1 is associated with the granulocyte-colony-stimulating factor receptor and both become tyrosine-phosphorylated after receptor activation.

    abstract::Granulocyte-colony-stimulating factor (G-CSF) stimulates the proliferation and differentiation of cells of the neutrophil lineage by interaction with a specific receptor. Early signal transduction events following G-CSF receptor activation were studied. We detected tyrosine phosphorylation of both the G-CSF receptor a...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.91.8.2985

    authors: Nicholson SE,Oates AC,Harpur AG,Ziemiecki A,Wilks AF,Layton JE

    更新日期:1994-04-12 00:00:00

  • A large interspersed repeat found in mouse DNA contains a long open reading frame that evolves as if it encodes a protein.

    abstract::DNA sequence analysis of a region contained within a large, interspersed repetitive family of mice reveals a long open reading frame. This sequence extends 978 base pairs between two stop codons, creating a reading frame that is open for 326 amino acids. The DNA sequence in this region is conserved between three dista...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.81.8.2308

    authors: Martin SL,Voliva CF,Burton FH,Edgell MH,Hutchison CA 3rd

    更新日期:1984-04-01 00:00:00

  • Design of a membrane transport protein for fluorescence spectroscopy.

    abstract::To modify the lac permease of Escherichia coli for fluorescence spectroscopy, six tryptophan residues at positions 10, 33, 78, 151, 171, and 223 were first replaced individually with phenylalanine by using oligonucleotide-directed site-specific mutagenesis. None of the tryptophan residues is critical for activity, as ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.87.5.1638

    authors: Menezes ME,Roepe PD,Kaback HR

    更新日期:1990-03-01 00:00:00

  • Prognostic and biological significance of the proangiogenic factor EGFL7 in acute myeloid leukemia.

    abstract::Epithelial growth factor-like 7 (EGFL7) is a protein that is secreted by endothelial cells and plays an important role in angiogenesis. Although EGFL7 is aberrantly overexpressed in solid tumors, its role in leukemia has not been evaluated. Here, we report that levels of both EGFL7 mRNA and EGFL7 protein are increased...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1703142114

    authors: Papaioannou D,Shen C,Nicolet D,McNeil B,Bill M,Karunasiri M,Burke MH,Ozer HG,Yilmaz SA,Zitzer N,Behbehani GK,Oakes CC,Steiner DJ,Marcucci G,Powell BL,Kolitz JE,Carter TH,Wang ES,Mrózek K,Croce CM,Caligiuri MA,Bl

    更新日期:2017-06-06 00:00:00

  • In vitro modulation of antigen-primed T cells by a glycosylation-inhibiting factor that regulates the formation of antigen-specific suppressive factors.

    abstract::BDF1 [(C57BL/6 X DBA/2)F1] mice were primed with alum-absorbed ovalbumin, and their spleen cells were cultured with ovalbumin to activate antigen-primed T cells. The activated T cells were then propagated in interleukin 2-containing medium in the presence or absence of affinity-purified glycosylation-inhibiting factor...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.84.8.2444

    authors: Iwata M,Ishizaka K

    更新日期:1987-04-01 00:00:00

  • Reflex splanchnic nerve stimulation increases levels of proenkephalin A mRNA and proenkephalin A-related peptides in the rat adrenal medulla.

    abstract::The effect of reflex splanchnic nerve stimulation on proenkephalin A biosynthesis was investigated in the rat adrenal medulla. Tissue levels of native [Met5]enkephalin-like immunoreactivity (IR) (measured by direct RIA of tissue extracts), cryptic [Met5]enkephalin-like IR (calculated as the increase in [Met5]enkephali...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.83.23.9245

    authors: Kanamatsu T,Unsworth CD,Diliberto EJ Jr,Viveros OH,Hong JS

    更新日期:1986-12-01 00:00:00

  • Modulation of murine systemic lupus erythematosus with peptides based on complementarity determining regions of a pathogenic anti-DNA monoclonal antibody.

    abstract::Experimental systemic lupus erythematosus (SLE) can be induced in naive mice by immunization with a murine monoclonal anti-DNA antibody (mAb), 5G12, that bears a major idiotype designated 16/6 Id. Strain-dependent differences were observed in the proliferative responses of lymph node cells of mice immunized with two p...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.94.9.4620

    authors: Waisman A,Ruiz PJ,Israeli E,Eilat E,Könen-Waisman S,Zinger H,Dayan M,Mozes E

    更新日期:1997-04-29 00:00:00

  • Epoxidation reactions catalyzed by rat liver cytochromes P-450 and P-448 occur at different faces of the 8,9-double bond of 8-methylbenz[a]anthracene.

    abstract::8-Methylbenz[a]anthracene (8-MeBaA) transdihydrodiol metabolites were isolated by reversed-phase and normal-phase HPLCs from incubations of 8-MeBaA with liver microsomes or a reconstituted system containing purified cytochrome P-448 and epoxide hydrolase. Regardless of the enzyme source, the metabolically formed 8-MeB...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.79.22.6802

    authors: Yang SK,Chou MW,Fu PP,Wislocki PG,Lu AH

    更新日期:1982-11-01 00:00:00

  • Role of gender, season, and familiarity in discrimination of conspecific song by zebra finches (Taeniopygia guttata).

    abstract::Operant conditioning techniques were used to assess how gender and song familiarity affect song discrimination in adult zebra finches (Taeniopygia guttata). Twenty-five males and females, divided into five cohorts, were trained to discriminate between conspecific songs at different times of year. Males discriminating ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.89.4.1368

    authors: Cynx J,Nottebohm F

    更新日期:1992-02-15 00:00:00

  • POU domain factor Brn-3b is required for the development of a large set of retinal ganglion cells.

    abstract::The three members of the Brn-3 family of POU domain transcription factors are found in highly restricted sets of central nervous system neurons. Within the retina, these factors are present only within subsets of ganglion cells. We show here that in the developing mouse retina, Brn-3b protein is first observed in pres...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.93.9.3920

    authors: Gan L,Xiang M,Zhou L,Wagner DS,Klein WH,Nathans J

    更新日期:1996-04-30 00:00:00

  • Cleft palate in mice with a targeted mutation in the gamma-aminobutyric acid-producing enzyme glutamic acid decarboxylase 67.

    abstract::The functions of neurotransmitters in fetal development are poorly understood. Genetic observations have suggested a role for the inhibitory amino acid neurotransmitter gamma-aminobutyric acid (GABA) in the normal development of the mouse palate. Mice homozygous for mutations in the beta-3 GABAA receptor subunit devel...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.94.21.11451

    authors: Condie BG,Bain G,Gottlieb DI,Capecchi MR

    更新日期:1997-10-14 00:00:00

  • Tumors induce complex DNA damage in distant proliferative tissues in vivo.

    abstract::That tumors cause changes in surrounding tissues is well documented, but whether they also affect distant tissues is uncertain. Such knowledge may be important in understanding the relationship between cancer and overall patient health. To address this question, we examined tissues distant to sites of implanted tumors...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1008260107

    authors: Redon CE,Dickey JS,Nakamura AJ,Kareva IG,Naf D,Nowsheen S,Kryston TB,Bonner WM,Georgakilas AG,Sedelnikova OA

    更新日期:2010-10-19 00:00:00

  • Statistics of natural reverberation enable perceptual separation of sound and space.

    abstract::In everyday listening, sound reaches our ears directly from a source as well as indirectly via reflections known as reverberation. Reverberation profoundly distorts the sound from a source, yet humans can both identify sound sources and distinguish environments from the resulting sound, via mechanisms that remain uncl...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1612524113

    authors: Traer J,McDermott JH

    更新日期:2016-11-29 00:00:00

  • CRYPTOCHROME mediates behavioral executive choice in response to UV light.

    abstract::Drosophila melanogaster CRYPTOCHROME (CRY) mediates behavioral and electrophysiological responses to blue light coded by circadian and arousal neurons. However, spectroscopic and biochemical assays of heterologously expressed CRY suggest that CRY may mediate functional responses to UV-A (ultraviolet A) light as well. ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1607989114

    authors: Baik LS,Fogle KJ,Roberts L,Galschiodt AM,Chevez JA,Recinos Y,Nguy V,Holmes TC

    更新日期:2017-01-24 00:00:00

  • Recursive genomewide recombination and sequencing reveals a key refinement step in the evolution of a metabolic innovation in Escherichia coli.

    abstract::Evolutionary innovations often arise from complex genetic and ecological interactions, which can make it challenging to understand retrospectively how a novel trait arose. In a long-term experiment, Escherichia coli gained the ability to use abundant citrate (Cit(+)) in the growth medium after ∼31,500 generations of e...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.1314561111

    authors: Quandt EM,Deatherage DE,Ellington AD,Georgiou G,Barrick JE

    更新日期:2014-02-11 00:00:00

  • Immunity to commensal skin fungi promotes psoriasiform skin inflammation.

    abstract::Under steady-state conditions, the immune system is poised to sense and respond to the microbiota. As such, immunity to the microbiota, including T cell responses, is expected to precede any inflammatory trigger. How this pool of preformed microbiota-specific T cells contributes to tissue pathologies remains unclear. ...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.2003022117

    authors: Hurabielle C,Link VM,Bouladoux N,Han SJ,Merrill ED,Lightfoot YL,Seto N,Bleck CKE,Smelkinson M,Harrison OJ,Linehan JL,Tamoutounour S,Lionakis MS,Kaplan MJ,Nakajima S,Belkaid Y

    更新日期:2020-07-14 00:00:00

  • Amplified dihydrofolate reductase genes in unstably methotrexate-resistant cells are associated with double minute chromosomes.

    abstract::Selection of mammalian cells in progressively increasing concentrations of methotrexate results in selective amplification of DNA sequences coding for dihydrofolate reductase (tetrahydrofolate dehydrogenase, 5,6,7,8-tetrahydrofolate:NADP+ oxidoreductase, EC 1.5.1.3). In some cell variants the amplified genes are stabl...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.76.11.5669

    authors: Kaufman RJ,Brown PC,Schimke RT

    更新日期:1979-11-01 00:00:00

  • A compromise required by gene sharing enables survival: Implications for evolution of new enzyme activities.

    abstract::Evolution of new enzymatic activities is believed to require a period of gene sharing in which a single enzyme must serve both its original function and a new function that has become advantageous to the organism. Subsequent gene duplication allows one copy to maintain the original function, while the other diverges t...

    journal_title:Proceedings of the National Academy of Sciences of the United States of America

    pub_type: 杂志文章

    doi:10.1073/pnas.0804804105

    authors: McLoughlin SY,Copley SD

    更新日期:2008-09-09 00:00:00