Proteogenomic Study beyond Chromosome 9: New Insight into Expressed Variant Proteome and Transcriptome in Human Lung Adenocarcinoma Tissues.

This is a report of a human proteome project (HPP) related to chromosome 9 (Chr 9). To reveal missing proteins and undiscovered features in proteogenomes, both LC-MS/MS analysis and next-generation RNA sequencing (RNA-seq)-based identification and characterization were conducted on five pairs of lung adenocarcinoma tumors and adjacent nontumor tissues. Before our previous Chromosome-Centric Human Proteome Project (C-HPP) special issue, there were 170 remaining missing proteins on Chr 9 (neXtProt 2013.09.26 rel.); 133 remain at present (neXtProt 2015.04.28 rel.). In the proteomics study, we found two missing protein candidates that require follow-up work and one unrevealed protein across all chromosomes. RNA-seq analysis detected RNA expression for four nonsynonymous (NS) single nucleotide polymorphisms (SNPs) (in CDH17, HIST1H1T, SAPCD2, and ZNF695) and three synonymous SNPs (in CDH17, CST1, and HNF1A) in all five tumor tissues but not in any of the adjacent normal tissues. By constructing a cancer patient sample-specific protein database based on individual RNA-seq data and by searching the proteomics data from the same sample, we identified four missense mutations in four genes (LTF, HDLBP, TF, and HBD). Two of these mutations were found in tumor samples but not in paired normal tissues. In summary, our proteogenomic study of human primary lung tumor tissues detected additional and revealed novel missense mutations and synonymous SNP signatures, some of which are specific to lung cancers. Data from mass spectrometry have been deposited in the ProteomeXchange with the identifier PXD002523.

[1]  M. Hicks,et al.  Expression of type 2 cystatin genes CST1-CST5 in adult human tissues and the developing submandibular gland. , 2002, DNA and cell biology.

[2]  C. Kimchi-Sarfaty,et al.  Understanding the contribution of synonymous mutations to human disease , 2011, Nature Reviews Genetics.

[3]  Seon-Young Kim,et al.  Upregulation of the cysteine protease inhibitor, cystatin SN, contributes to cell proliferation and cathepsin inhibition in gastric cancer. , 2009, Clinica chimica acta; international journal of clinical chemistry.

[4]  A. Jimeno,et al.  Ponatinib for the treatment of chronic myeloid leukemia and Philadelphia chromosome-positive acute lymphoblastic leukemia. , 2013, Drugs of Today.

[5]  Suresh T. Chari,et al.  New insights into pancreatic cancer-induced paraneoplastic diabetes , 2013, Nature Reviews Gastroenterology &Hepatology.

[6]  Brian L. Frey,et al.  Discovery and Mass Spectrometric Analysis of Novel Splice-junction Peptides Using RNA-Seq* , 2013, Molecular & Cellular Proteomics.

[7]  B. Kuster,et al.  Mass-spectrometry-based draft of the human proteome , 2014, Nature.

[8]  I. Dunham,et al.  DNA sequence and analysis of human chromosome 9 , 2003, Nature.

[9]  J. Brodbelt,et al.  Impact of Protease on Ultraviolet Photodissociation Mass Spectrometry for Bottom-up Proteomics. , 2015, Journal of proteome research.

[10]  J. Minna,et al.  Genetic and epigenetic inactivation of LTF gene at 3p21.3 in lung cancers , 2006, International journal of cancer.

[11]  J. Zucman‐Rossi,et al.  Genotype–phenotype correlation in hepatocellular adenoma: New classification and relationship with HCC , 2006, Hepatology.

[12]  J. Brodbelt,et al.  Enhancement of ultraviolet photodissociation efficiencies through attachment of aromatic chromophores. , 2010, Analytical chemistry.

[13]  I. Tomlinson,et al.  A directory of human germ‐line Vχ segments reveals a strong bias in their usage , 1994 .

[14]  M. Tress,et al.  Analyzing the First Drafts of the Human Proteome , 2014, Journal of proteome research.

[15]  J. Valcárcel,et al.  Synonymous Mutations Frequently Act as Driver Mutations in Human Cancers , 2014, Cell.

[16]  Thomas R. Gingeras,et al.  STAR: ultrafast universal RNA-seq aligner , 2013, Bioinform..

[17]  K. Bensalah,et al.  Histologic prognostic factors associated with chromosomal imbalances in a contemporary series of 89 clear cell renal cell carcinomas. , 2013, Human pathology.

[18]  Akhilesh Pandey,et al.  Proteogenomic analysis of human chromosome 9-encoded genes from human samples and lung cancer tissues. , 2014, Journal of proteome research.

[19]  A. Panani,et al.  Detection of numerical abnormalities of chromosome 9 and p16/CDKN2A gene alterations in ovarian cancer with fish analysis. , 2012, Anticancer research.

[20]  H. Aburatani,et al.  Identification of Cystatin SN as a novel tumor marker for colorectal cancer. , 2009, International journal of oncology.

[21]  J. Luk,et al.  Identification of liver-intestine cadherin in hepatocellular carcinoma--a potential disease marker. , 2003, Biochemical and biophysical research communications.

[22]  Stephen C. J. Parker,et al.  Whole-genome sequencing identifies a recurrent functional synonymous mutation in melanoma , 2013, Proceedings of the National Academy of Sciences.

[23]  Johannes Griss,et al.  The Proteomics Identifications (PRIDE) database and associated tools: status in 2013 , 2012, Nucleic Acids Res..

[24]  M. Kim,et al.  Influence of basic residues on dissociation kinetics and dynamics of singly protonated peptides: time-resolved photodissociation study. , 2009, Journal of mass spectrometry : JMS.

[25]  Stuart A. Wilson,et al.  Analysis of arginine and lysine methylation utilizing peptide separations at neutral pH and electron transfer dissociation mass spectrometry , 2010, Journal of the American Society for Mass Spectrometry.

[26]  N. Grishin,et al.  KH domain: one motif, two folds. , 2001, Nucleic acids research.

[27]  G. Ryffel,et al.  Mutations in the human genes encoding the transcription factors of the hepatocyte nuclear factor (HNF)1 and HNF4 families: functional and pathological consequences. , 2001, Journal of molecular endocrinology.

[28]  Swneke D. Bailey,et al.  Human somatic cell mutagenesis creates genetically tractable sarcomas , 2014, Nature Genetics.

[29]  R. Julian,et al.  Bond-Specific Dissociation Following Excitation Energy Transfer for Distance Constraint Determination in the Gas Phase , 2014, Journal of the American Chemical Society.

[30]  P. Boutros,et al.  Onco-proteogenomics: cancer proteomics joins forces with genomics , 2014, Nature Methods.

[31]  D R Flower,et al.  The lipocalin protein family: structure and function. , 1996, The Biochemical journal.

[32]  Xue Wang,et al.  RVboost: RNA-seq variants prioritization using a boosting method , 2014, Bioinform..

[33]  S. Hanash,et al.  The Chromosome-Centric Human Proteome Project for cataloging proteins encoded in the genome , 2012, Nature Biotechnology.

[34]  Graeme I. Bell,et al.  Diabetes mellitus and genetically programmed defects in β-cell function , 2001, Nature.

[35]  S. Hanash,et al.  Standard guidelines for the chromosome-centric human proteome project. , 2012, Journal of proteome research.

[36]  D. Adams,et al.  Cancer gene discovery goes mobile , 2014, Nature Genetics.

[37]  Gary D Bader,et al.  A draft map of the human proteome , 2014, Nature.

[38]  Terrence S. Furey,et al.  Generation and annotation of the DNA sequences of human chromosomes 2 and 4 , 2005, Nature.

[39]  J. Luk,et al.  Role of cadherin-17 in oncogenesis and potential therapeutic implications in hepatocellular carcinoma. , 2010, Biochimica et biophysica acta.

[40]  H. Zachau The immunoglobulin kappa locus-or-what has been learned from looking closely at one-tenth of a percent of the human genome. , 1993, Gene.

[41]  H. Aburatani,et al.  Gene expression profiling of metaplastic lineages identifies CDH17 as a prognostic marker in early stage gastric cancer. , 2010, Gastroenterology.

[42]  A. Heck,et al.  Proteomics beyond trypsin , 2015, The FEBS journal.

[43]  T. Hansen,et al.  Mutations in the hepatocyte nuclear factor-1α gene in maturity-onset diabetes of the young (MODY3) , 1996, Nature.

[44]  Jeffrey R. Whiteaker,et al.  Proteogenomic characterization of human colon and rectal cancer , 2014, Nature.