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Proteogenomics connects somatic mutations to signalling in breast cancer

机译:蛋白质组学将体细胞突变与乳腺癌的信号传导联系起来

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摘要

Somatic mutations have been extensively characterized in breast cancer, but the effects of these genetic alterations on the proteomic landscape remain poorly understood. Here we describe quantitative mass-spectrometry-based proteomic and phosphoproteomic analyses of 105 genomically annotated breast cancers, of which 77 provided high-quality data. Integrated analyses provided insights into the somatic cancer genome including the consequences of chromosomal loss, such as the 5q deletion characteristic of basal-like breast cancer. Interrogation of the 5q trans-effects against the Library of Integrated Network-based Cellular Signatures, connected loss of CETN3 and SKP1 to elevated expression of epidermal growth factor receptor (EGFR), and SKP1 loss also to increased SRC tyrosine kinase. Global proteomic data confirmed a stromal-enriched group of proteins in addition to basal and luminal clusters, and pathway analysis of the phosphoproteome identified a G-protein-coupled receptor cluster that was not readily identified at the mRNA level. In addition to ERBB2, other amplicon-associated highly phosphorylated kinases were identified, including CDK12, PAK1, PTK2, RIPK2 and TLK2. We demonstrate that proteogenomic analysis of breast cancer elucidates the functional consequences of somatic mutations, narrows candidate nominations for driver genes within large deletions and amplified regions, and identifies therapeutic targets.
机译:体细胞突变已在乳腺癌中得到广泛表征,但这些遗传改变对蛋白质组学的影响仍然知之甚少。在这里,我们描述了基于定量质谱的蛋白质组学和磷酸化蛋白质组学对105个基因组注释的乳腺癌的分析,其中77个提供了高质量的数据。综合分析提供了对体癌基因组的见解,包括染色体丢失的后果,如基底样乳腺癌的5q缺失特征。针对基于网络的集成细胞特征库对5q反式进行审讯,将CETN3和SKP1的丧失与表皮生长因子受体(EGFR)的表达升高联系起来,而SKP1的丧失也与SRC酪氨酸激酶的增加有关。全球蛋白质组学数据证实除了基底和管腔簇外,还有一组基质富集的蛋白质,磷酸化蛋白质组的途径分析确定了在mRNA水平上不易鉴定的G蛋白偶联受体簇。除了ERBB2,还鉴定了其他与扩增子相关的高度磷酸化激酶,包括CDK12,PAK1,PTK2,RIPK2和TLK2。我们证明乳腺癌的蛋白基因组学分析阐明了体细胞突变的功能后果,缩小了大缺失和扩增区域内驱动基因的候选提名,并确定了治疗靶标。

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  • 来源
    《Nature》 |2016年第7605期|55-62|共8页
  • 作者单位

    Broad Inst MIT & Harvard, Cambridge, MA 02142 USA;

    Broad Inst MIT & Harvard, Cambridge, MA 02142 USA;

    NYU, Langone Med Ctr, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA;

    Broad Inst MIT & Harvard, Cambridge, MA 02142 USA|Massachusetts Gen Hosp, Div Pulm & Crit Care Med, Boston, MA 02114 USA;

    Broad Inst MIT & Harvard, Cambridge, MA 02142 USA;

    Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, Dept Genet & Genom Sci, New York, NY 10029 USA;

    Fred Hutchinson Canc Res Ctr, Seattle, WA 98109 USA;

    Broad Inst MIT & Harvard, Cambridge, MA 02142 USA;

    Washington Univ, Sch Med, Siteman Canc Ctr, Dept Med,McDonnell Genome Inst, St Louis, MO 63108 USA;

    Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, Dept Genet & Genom Sci, New York, NY 10029 USA;

    NYU, Langone Med Ctr, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA;

    Broad Inst MIT & Harvard, Cambridge, MA 02142 USA|Karolinska Inst, Dept Oncol Pathol, S-17176 Stockholm, Sweden;

    Broad Inst MIT & Harvard, Cambridge, MA 02142 USA;

    Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, Dept Genet & Genom Sci, New York, NY 10029 USA;

    Baylor Coll Med, Dan L Duncan Comprehens Canc Ctr, Lester & Sue Smith Breast Ctr, Houston, TX 77030 USA|Baylor Coll Med, Dept Med, Houston, TX 77030 USA|Baylor Coll Med, Dept Mol & Cellular Biol, Houston, TX 77030 USA;

    Univ N Carolina, Lineberger Comprehens Canc Ctr, Dept Genet, Chapel Hill, NC 27599 USA;

    Univ N Carolina, Lineberger Comprehens Canc Ctr, Dept Genet, Chapel Hill, NC 27599 USA;

    Univ N Carolina, Lineberger Comprehens Canc Ctr, Dept Genet, Chapel Hill, NC 27599 USA;

    Washington Univ, Sch Med, Siteman Canc Ctr, Dept Med,McDonnell Genome Inst, St Louis, MO 63108 USA;

    Washington Univ, Sch Med, Siteman Canc Ctr, Dept Med,McDonnell Genome Inst, St Louis, MO 63108 USA;

    Fred Hutchinson Canc Res Ctr, Seattle, WA 98109 USA;

    Washington Univ, Sch Med, Siteman Canc Ctr, Dept Med,McDonnell Genome Inst, St Louis, MO 63108 USA;

    Fred Hutchinson Canc Res Ctr, Seattle, WA 98109 USA;

    Washington Univ, Sch Med, Dept Med, St Louis, MO 63110 USA;

    Washington Univ, Sch Med, Dept Med, St Louis, MO 63110 USA;

    Massachusetts Gen Hosp, Ctr Canc, Biostat Ctr, Boston, MA 02114 USA;

    Vanderbilt Univ, Sch Med, Dept Biomed Informat, Nashville, TN 37232 USA|Vanderbilt Univ, Sch Med, Dept Canc Biol, Nashville, TN 37232 USA;

    Vanderbilt Univ, Sch Med, Dept Biomed Informat, Nashville, TN 37232 USA|Vanderbilt Univ, Sch Med, Dept Canc Biol, Nashville, TN 37232 USA;

    NCI, NIH, Bethesda, MD 20892 USA;

    NCI, NIH, Bethesda, MD 20892 USA;

    NCI, NIH, Bethesda, MD 20892 USA;

    Washington Univ, Sch Med, Siteman Canc Ctr, Dept Med,McDonnell Genome Inst, St Louis, MO 63108 USA;

    Fred Hutchinson Canc Res Ctr, Seattle, WA 98109 USA;

    NYU, Langone Med Ctr, Dept Biochem & Mol Pharmacol, New York, NY 10016 USA;

    Baylor Coll Med, Dan L Duncan Comprehens Canc Ctr, Lester & Sue Smith Breast Ctr, Houston, TX 77030 USA|Baylor Coll Med, Dept Med, Houston, TX 77030 USA|Baylor Coll Med, Dept Mol & Cellular Biol, Houston, TX 77030 USA;

    Broad Inst MIT & Harvard, Cambridge, MA 02142 USA;

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  • 正文语种 eng
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  • 入库时间 2022-08-18 02:52:10

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