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5x Phusion Hf Buffer Composition

Highlights

  • Proteomic subgroups linked to iCCA patient survival, treatment, and molecular features

  • TP53, KRAS, FGFR2, IDH1/2, and BAP1 showed diverse pathways and therapeutic potential

  • Immunogenomics revealed the peptide immunogenicity derived from FGFR2 fusion

  • HKDC1 and SLC16A3 as significant prognostic indicators with biological functions

Summary

We performed proteogenomic label of intrahepatic cholangiocarcinoma (iCCA) using paired tumor and adjacent liver tissues from 262 patients. Integrated proteogenomic analyses prioritized genetic aberrations and revealed hallmarks of iCCA pathogenesis. Aflatoxin signature was associated with tumor initiation, proliferation, and immune suppression. Mutation-associated signaling profiles revealed that TP53 and KRAS co-mutations may contribute to iCCA metastasis via the integrin-FAK-SRC pathway. FGFR2 fusions activated the Rho GTPase pathway and could be a potential source of neoantigens. Proteomic profiling identified four patient subgroups (S1–S4) with subgroup-specific biomarkers. These proteomic subgroups had singled-out features in prognosis, genetic alterations, microenvironment dysregulation, tumor microbiota composition, and potential therapeutics. SLC16A3 and HKDC1 were further identified as potential prognostic biomarkers associated with metabolic reprogramming of iCCA cells. This study provides a valuable resource for researchers and clinicians to further identify molecular pathogenesis and therapeutic opportunities in iCCA.

Graphical abstract

Figure thumbnail fx1

Keywords

  • intrahepatic cholangiocarcinoma
  • proteogenomics
  • molecular subgroups
  • oncogenic drivers
  • FGFR2 fusion
  • prognostic biomarkers

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References

    • Abou-Alfa G.K.
    • Macarulla T.
    • Javle M.Grand.
    • Kelley R.1000.
    • Lubner Due south.J.
    • Adeva J.
    • Cleary J.G.
    • Catenacci D.V.
    • Borad Grand.J.
    • Bridgewater J.
    • et al.

    Ivosidenib in IDH1-mutant, chemotherapy-refractory cholangiocarcinoma (ClarIDHy): a multicentre, randomised, double-blind, placebo-controlled, phase three report.

    Lancet Oncol. 2020; 21 : 796-807
    • Abou-Alfa G.Thousand.
    • Sahai V.
    • Hollebecque A.
    • Vaccaro M.
    • Melisi D.
    • Al-Rajabi R.
    • Paulson A.S.
    • Borad M.J.
    • Gallinson D.
    • Potato A.Thou.
    • et al.

    Pemigatinib for previously treated, locally avant-garde or metastatic cholangiocarcinoma: a multicentre, open-label, phase 2 study.

    Lancet Oncol. 2020; 21 : 671-684
    • Aguirre A.J.
    • Hahn W.C.

    Synthetic lethal vulnerabilities in KRAS-mutant cancers.

    Cold Spring Harb. Perspect. Med. 2018; 8 : a031518
    • Ahmed Z.
    • Lin C.C.
    • Suen One thousand.One thousand.
    • Melo F.A.
    • Levitt J.A.
    • Suhling K.
    • Ladbury J.E.

    Grb2 controls phosphorylation of FGFR2 by inhibiting receptor kinase and Shp2 phosphatase activity.

    J. Cell Biol. 2013; 200 : 493-504
    • Allgauer G.
    • Budczies J.
    • Christopoulos P.
    • Endris 5.
    • Lier A.
    • Rempel East.
    • Volckmar A.L.
    • Kirchner Chiliad.
    • von Winterfeld M.
    • Leichsenring J.
    • et al.

    Implementing tumor mutational brunt (TMB) analysis in routine diagnostics—a primer for molecular pathologists and clinicians.

    Transl. Lung Cancer Res. 2018; vii : 703-715
    • Andersen J.B.
    • Spee B.
    • Blechacz B.R.
    • Avital I.
    • Komuta M.
    • Barbour A.
    • Conner East.A.
    • Gillen M.C.
    • Roskams T.
    • Roberts L.R.
    • et al.

    Genomic and genetic label of cholangiocarcinoma identifies therapeutic targets for tyrosine kinase inhibitors.

    Gastroenterology. 2012; 142 : 1021-1031.e15
    • Arai Y.
    • Totoki Y.
    • Hosoda F.
    • Shirota T.
    • Hama N.
    • Nakamura H.
    • Ojima H.
    • Furuta K.
    • Shimada Chiliad.
    • Okusaka T.
    • et al.

    Fibroblast growth gene receptor 2 tyrosine kinase fusions define a unique molecular subtype of cholangiocarcinoma.

    Hepatology. 2014; 59 : 1427-1434
    • Aran D.

    Cell-blazon enrichment assay of majority transcriptomes using xCell.

    Methods Mol. Biol. 2020; 2120 : 263-276
    • Aran D.
    • Hu Z.
    • Butte A.J.

    xCell: digitally portraying the tissue cellular heterogeneity landscape.

    Genome Biol. 2017; 18 : 220
    • Aubrey B.J.
    • Strasser A.
    • Kelly G.Fifty.

    Tumor-suppressor functions of the TP53 pathway.

    Cold Spring Harb. Perspect. Med. 2016; 6 : a026062
    • Baek M.
    • Tse Y.F.
    • Hu Z.
    • Cox D.
    • Buboltz North.
    • McCue P.
    • Yeo C.J.
    • White Chiliad.A.
    • DeBerardinis R.J.
    • Knudsen E.S.
    • et al.

    MCT4 defines a glycolytic subtype of pancreatic cancer with poor prognosis and unique metabolic dependencies.

    Jail cell Rep. 2014; ix : 2233-2249
    • Banales J.K.
    • Marin J.J.G.
    • Lamarca A.
    • Rodrigues P.M.
    • Khan Due south.A.
    • Roberts L.R.
    • Cardinale V.
    • Carpino G.
    • Andersen J.B.
    • Braconi C.
    • et al.

    Cholangiocarcinoma 2020: the adjacent horizon in mechanisms and management.

    Nat. Rev. Gastroenterol. Hepatol. 2020; 17 : 557-588
    • Bard-Chapeau E.A.
    • Li Southward.
    • Ding J.
    • Zhang S.S.
    • Zhu H.H.
    • Princen F.
    • Fang D.D.
    • Han T.
    • Bailly-Maitre B.
    • Poli Five.
    • et al.

    Ptpn11/Shp2 acts equally a tumor suppressor in hepatocellular carcinogenesis.

    Cancer Prison cell. 2011; 19 : 629-639
    • Blokzijl F.
    • Janssen R.
    • van Boxtel R.
    • Cuppen E.

    MutationalPatterns: comprehensive genome-wide analysis of mutational processes.

    Genome Med. 2018; 10 : 33
    • Boehm J.S.
    • Hession 1000.T.
    • Bulmer South.Due east.
    • Hahn W.C.

    Transformation of human and murine fibroblasts without viral oncoproteins.

    Mol. Cell Biol. 2005; 25 : 6464-6474
    • Bolger A.M.
    • Lohse M.
    • Usadel B.

    Trimmomatic: a flexible trimmer for Illumina sequence data.

    Bioinformatics. 2014; 30 : 2114-2120
    • Bolotin D.A.
    • Poslavsky Due south.
    • Mitrophanov I.
    • Shugay Chiliad.
    • Mamedov I.Z.
    • Putintseva East.Five.
    • Chudakov D.M.

    MiXCR: software for comprehensive adaptive amnesty profiling.

    Nat. Methods. 2015; 12 : 380-381
    • Brown N.A.
    • Rolland D.
    • McHugh J.B.
    • Weigelin H.C.
    • Zhao Fifty.
    • Lim 1000.S.
    • Elenitoba-Johnson K.S.
    • Betz B.L.

    Activating FGFR2-RAS-BRAF mutations in ameloblastoma.

    Clin. Cancer Res. 2014; 20 : 5517-5526
    • Bunis D.G.
    • Andrews J.
    • Fragiadakis G.K.
    • Burt T.D.
    • Sirota M.

    dittoSeq: universal convenient single-prison cell and bulk RNA sequencing visualization toolkit.

    Bioinformatics. 2020; 36 : 5535-5536
    • Butler A.
    • Hoffman P.
    • Smibert P.
    • Papalexi E.
    • Satija R.

    Integrating single-cell transcriptomic data across dissimilar conditions, technologies, and species.

    Nat. Biotechnol. 2018; 36 : 411-420
    • Camp R.Fifty.
    • Dolled-Filhart M.
    • Rimm D.50.

    X-tile: a new bio-informatics tool for biomarker assessment and result-based cut-point optimization.

    Clin. Cancer Res. 2004; 10 : 7252-7259
    • Caporaso J.G.
    • Lauber C.L.
    • Walters W.A.
    • Berg-Lyons D.
    • Huntley J.
    • Fierer Due north.
    • Owens S.M.
    • Betley J.
    • Fraser L.
    • Bauer M.
    • et al.

    Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms.

    ISME J. 2012; 6 : 1621-1624
    • Carbone Grand.
    • Harbour J.W.
    • Brugarolas J.
    • Bononi A.
    • Pagano I.
    • Dey A.
    • Krausz T.
    • Pass H.I.
    • Yang H.
    • Gaudino 1000.

    Biological mechanisms and clinical significance of BAP1 mutations in human cancer.

    Cancer Discov. 2020; 10 : 1103-1120
    • Cerami E.
    • Gao J.
    • Dogrusoz U.
    • Gross B.E.
    • Sumer S.O.
    • Aksoy B.A.
    • Jacobsen A.
    • Byrne C.J.
    • Heuer Chiliad.L.
    • Larsson E.
    • et al.

    The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data.

    Cancer Discov. 2012; 2 : 401-404
    • Chen Y.Northward.
    • LaMarche M.J.
    • Chan H.M.
    • Fekkes P.
    • Garcia-Fortanet J.
    • Acker Thou.Yard.
    • Antonakos B.
    • Chen C.H.
    • Chen Z.
    • Cooke Five.M.
    • et al.

    Allosteric inhibition of SHP2 phosphatase inhibits cancers driven by receptor tyrosine kinases.

    Nature. 2016; 535 : 148-152
    • Cingolani P.
    • Platts A.
    • Wang le L.
    • Coon M.
    • Nguyen T.
    • Wang L.
    • Land S.J.
    • Lu X.
    • Ruden D.M.

    A program for annotating and predicting the effects of single nucleotide polymorphisms, SnpEff: SNPs in the genome of Drosophila melanogaster strain w1118; iso-2; iso-3.

    Fly (Austin). 2012; 6 : 80-92
    • Clark D.J.
    • Dhanasekaran S.K.
    • Petralia F.
    • Pan J.
    • Song Ten.
    • Hu Y.
    • da Veiga Leprevost F.
    • Reva B.
    • Lih T.Thou.
    • Chang H.Y.
    • et al.

    Integrated proteogenomic label of articulate cell renal prison cell carcinoma.

    Prison cell. 2019; 179 : 964-983
    • Consortium G.T.

    The genotype-tissue expression (GTEx) projection.

    Nat. Genet. 2013; 45 : 580-585
    • Contreras-Baeza Y.
    • Sandoval P.Y.
    • Alarcon R.
    • Galaz A.
    • Cortes-Molina F.
    • Alegria K.
    • Baeza-Lehnert F.
    • Arce-Molina R.
    • Guequen A.
    • Flores C.A.
    • et al.

    Monocarboxylate transporter 4 (MCT4) is a high analogousness transporter capable of exporting lactate in high-lactate microenvironments.

    J. Biol. Chem. 2019; 294 : 20135-20147
    • Cotto Thousand.C.
    • Wagner A.H.
    • Feng Y.Y.
    • Kiwala S.
    • Coffman A.C.
    • Spies One thousand.
    • Wollam A.
    • Spies N.C.
    • Griffith O.50.
    • Griffith Yard.

    DGIdb 3.0: a redesign and expansion of the drug-factor interaction database.

    Nucleic Acids Res. 2018; 46 : D1068-D1073
    • Desgrosellier J.S.
    • Cheresh D.A.

    Integrins in cancer: biological implications and therapeutic opportunities.

    Nat. Rev. Cancer. 2010; 10 : nine-22
    • Dobin A.
    • Davis C.A.
    • Schlesinger F.
    • Drenkow J.
    • Zaleski C.
    • Jha S.
    • Batut P.
    • Chaisson M.
    • Gingeras T.R.

    STAR: ultrafast universal RNA-seq aligner.

    Bioinformatics. 2013; 29 : xv-21
    • Dong L.Q.
    • Peng 50.H.
    • Ma L.J.
    • Liu D.B.
    • Zhang South.
    • Luo S.Z.
    • Rao J.H.
    • Zhu H.W.
    • Yang S.X.
    • Xi S.J.
    • et al.

    Heterogeneous immunogenomic features and distinct escape mechanisms in multifocal hepatocellular carcinoma.

    J. Hepatol. 2020; 72 : 896-908
    • Dong L.Q.
    • Shi Y.
    • Ma 50.J.
    • Yang L.Ten.
    • Wang X.Y.
    • Zhang S.
    • Wang Z.C.
    • Duan M.
    • Zhang Z.
    • Liu 50.Z.
    • et al.

    Spatial and temporal clonal evolution of intrahepatic cholangiocarcinoma.

    J. Hepatol. 2018; 69 : 89-98
    • Dou Y.
    • Kawaler E.A.
    • Cui Zhou D.
    • Gritsenko K.A.
    • Huang C.
    • Blumenberg Fifty.
    • Karpova A.
    • Petyuk V.A.
    • Vicious S.R.
    • Satpathy S.
    • et al.

    Proteogenomic characterization of endometrial carcinoma.

    Cell. 2020; 180 : 729-748
    • Farshidfar F.
    • Zheng Due south.
    • Gingras Chiliad.C.
    • Newton Y.
    • Shih J.
    • Robertson A.Grand.
    • Hinoue T.
    • Hoadley K.A.
    • Gibb E.A.
    • Roszik J.
    • et al.

    Integrative genomic analysis of cholangiocarcinoma identifies distinct IDH-mutant molecular profiles.

    Cell Rep. 2017; 18 : 2780-2794
    • Gao Q.
    • Liang W.Westward.
    • Foltz S.M.
    • Mutharasu G.
    • Jayasinghe R.Chiliad.
    • Cao S.
    • Liao W.West.
    • Reynolds S.M.
    • Wyczalkowski Thou.A.
    • Yao 50.
    • et al.

    Commuter fusions and their implications in the evolution and handling of human cancers.

    Prison cell Rep. 2018; 23 : 227-238.e3
    • Gao Q.
    • Zhu H.
    • Dong L.
    • Shi W.
    • Chen R.
    • Song Z.
    • Huang C.
    • Li J.
    • Dong X.
    • Zhou Y.
    • et al.

    Integrated proteogenomic characterization of HBV-related hepatocellular carcinoma.

    Jail cell. 2019; 179 : 561-577.e22
    • Gillette M.A.
    • Satpathy Southward.
    • Cao S.
    • Dhanasekaran S.M.
    • Vasaikar S.V.
    • Krug K.
    • Petralia F.
    • Li Y.
    • Liang W.Westward.
    • Reva B.
    • et al.

    Proteogenomic characterization reveals therapeutic vulnerabilities in lung adenocarcinoma.

    Cell. 2020; 182 : 200-225.e35
    • Go A.S.
    • Mozaffarian D.
    • Roger V.L.
    • Benjamin E.J.
    • Berry J.D.
    • Blaha G.J.
    • Dai South.
    • Ford Eastward.S.
    • Play a joke on C.S.
    • Franco Due south.
    • et al.

    Executive summary: eye affliction and stroke statistics—2014 update: a report from the American Heart Association.

    Circulation. 2014; 129 : 399-410
    • Gu Z.
    • Eils R.
    • Schlesner M.

    Complex heatmaps reveal patterns and correlations in multidimensional genomic data.

    Bioinformatics. 2016; 32 : 2847-2849
    • Guo C.
    • Ludvik A.E.
    • Arlotto Grand.E.
    • Hayes M.G.
    • Armstrong L.L.
    • Scholtens D.1000.
    • Brown C.D.
    • Newgard C.B.
    • Becker T.C.
    • Layden B.T.
    • et al.

    Coordinated regulatory variation associated with gestational hyperglycaemia regulates expression of the novel hexokinase HKDC1.

    Nat. Commun. 2015; half-dozen : 6069
    • Guo Southward.S.
    • Wang Y.
    • Fan Q.X.

    Raddeanin A promotes apoptosis and ameliorates 5-fluorouracil resistance in cholangiocarcinoma cells.

    World J. Gastroenterol. 2019; 25 : 3380-3391
    • Haas B.J.
    • Dobin A.
    • Li B.
    • Stransky N.
    • Pochet N.
    • Regev A.

    Accuracy assessment of fusion transcript detection via read-mapping and de novo fusion transcript assembly-based methods.

    Genome Biol. 2019; 20 : 213
    • Hanzelmann S.
    • Castelo R.
    • Guinney J.

    GSVA: gene set variation analysis for microarray and RNA-seq data.

    BMC Bioinformatics. 2013; 14 : seven
    • Hoadley K.A.
    • Yau C.
    • Hinoue T.
    • Wolf D.M.
    • Lazar A.J.
    • Drill E.
    • Shen R.
    • Taylor A.G.
    • Cherniack A.D.
    • Thorsson V.
    • et al.

    Cell-of-origin patterns dominate the molecular classification of 10,000 tumors from 33 types of cancer.

    Cell. 2018; 173 : 291-304.e6
    • Hogdall D.
    • Lewinska M.
    • Andersen J.B.

    Desmoplastic tumor microenvironment and immunotherapy in cholangiocarcinoma.

    Trends Cancer. 2018; 4 : 239-255
    • Hsu I.C.
    • Metcalf R.A.
    • Sun T.
    • Welsh J.A.
    • Wang N.J.
    • Harris C.C.

    Mutational hotspot in the p53 cistron in human being hepatocellular carcinomas.

    Nature. 1991; 350 : 427-428
    • Hynes R.O.

    Integrins: versatility, modulation, and signaling in cell adhesion.

    Cell. 1992; 69 : xi-25
    • Irwin D.M.
    • Tan H.

    Molecular evolution of the vertebrate hexokinase gene family: identification of a conserved 5th vertebrate hexokinase factor.

    Comp. Biochem. Physiol. Part D Genomics Proteomics. 2008; 3 : 96-107
    • Ishiwata T.
    • Matsuda Y.
    • Yamamoto T.
    • Uchida East.
    • Korc M.
    • Naito Z.

    Enhanced expression of fibroblast growth gene receptor 2 IIIc promotes human being pancreatic cancer jail cell proliferation.

    Am. J. Pathol. 2012; 180 : 1928-1941
    • Jiang Y.
    • Dominicus A.
    • Zhao Y.
    • Ying W.
    • Sunday H.
    • Yang X.
    • Xing B.
    • Sun W.
    • Ren L.
    • Hu B.
    • et al.

    Proteomics identifies new therapeutic targets of early-stage hepatocellular carcinoma.

    Nature. 2019; 567 : 257-261
    • Jiao Y.
    • Pawlik T.M.
    • Anders R.A.
    • Selaru F.M.
    • Streppel Chiliad.M.
    • Lucas D.J.
    • Niknafs N.
    • Guthrie 5.B.
    • Maitra A.
    • Argani P.
    • et al.

    Exome sequencing identifies frequent inactivating mutations in BAP1, ARID1A and PBRM1 in intrahepatic cholangiocarcinomas.

    Nat. Genet. 2013; 45 : 1470-1473
    • Job S.
    • Rapoud D.
    • Dos Santos A.
    • Gonzalez P.
    • Desterke C.
    • Pascal Thou.
    • Elarouci North.
    • Ayadi M.
    • Adam R.
    • Azoulay D.
    • et al.

    Identification of four immune subtypes characterized by distinct composition and functions of tumor microenvironment in intrahepatic cholangiocarcinoma.

    Hepatology. 2019; 72 : 965-981
    • Jurtz V.
    • Paul S.
    • Andreatta M.
    • Marcatili P.
    • Peters B.
    • Nielsen 1000.

    NetMHCpan-4.0: improved peptide-MHC class I interaction predictions integrating eluted ligand and peptide binding affinity data.

    J. Immunol. 2017; 199 : 3360-3368
    • Jusakul A.
    • Cutcutache I.
    • Yong C.H.
    • Lim J.Q.
    • Huang 1000.N.
    • Padmanabhan N.
    • Nellore V.
    • Kongpetch S.
    • Ng A.Due west.T.
    • Ng L.M.
    • et al.

    Whole-genome and epigenomic landscapes of etiologically distinct subtypes of cholangiocarcinoma.

    Cancer Discov. 2017; 7 : 1116-1135
    • Kanehisa Thousand.
    • Goto S.

    KEGG: Kyoto Encyclopedia of Genes and Genomes.

    Nucleic Acids Res. 2000; 28 : 27-30
    • Kato S.
    • Goodman A.
    • Walavalkar Five.
    • Barkauskas D.A.
    • Sharabi A.
    • Kurzrock R.

    Hyperprogressors after immunotherapy: analysis of genomic alterations associated with accelerated growth rate.

    Clin. Cancer Res. 2017; 23 : 4242-4250
    • Kim H.K.
    • Lee I.
    • Blindside H.
    • Kim H.C.
    • Lee W.Y.
    • Yun S.H.
    • Lee J.
    • Lee South.J.
    • Park Y.S.
    • Kim K.M.
    • et al.

    MCT4 expression is a potential therapeutic target in colorectal cancer with peritoneal carcinomatosis.

    Mol. Cancer Ther. 2018; 17 : 838-848
    • Kim R.D.
    • Chung V.
    • Alese O.B.
    • El-Rayes B.F.
    • Li D.
    • Al-Toubah T.Due east.
    • Schell M.J.
    • Zhou J.M.
    • Mahipal A.
    • Kim B.H.
    • et al.

    A stage 2 multi-institutional study of nivolumab for patients with advanced refractory biliary tract cancer.

    JAMA Oncol. 2020; 6 : 888-894
    • Kuilman T.
    • Velds A.
    • Kemper K.
    • Ranzani M.
    • Bombardelli L.
    • Hoogstraat Yard.
    • Nevedomskaya Due east.
    • Xu K.
    • de Ruiter J.
    • Lolkema M.P.
    • et al.

    CopywriteR: Deoxyribonucleic acid copy number detection from off-target sequence data.

    Genome Biol. 2015; 16 : 49
    • Kurilshikov A.
    • Wijmenga C.
    • Fu J.
    • Zhernakova A.

    Host genetics and gut microbiome: challenges and perspectives.

    Trends Immunol. 2017; 38 : 633-647
    • Lamarca A.
    • Barriuso J.
    • McNamara One thousand.K.
    • Valle J.Westward.

    Molecular targeted therapies: ready for "prime number time" in biliary tract cancer.

    J. Hepatol. 2020; 73 : 170-185
    • Langille Yard.G.
    • Zaneveld J.
    • Caporaso J.G.
    • McDonald D.
    • Knights D.
    • Reyes J.A.
    • Clemente J.C.
    • Burkepile D.Due east.
    • Vega Thurber R.L.
    • Knight R.
    • et al.

    Predictive functional profiling of microbial communities using 16S rRNA marker gene sequences.

    Nat. Biotechnol. 2013; 31 : 814-821
    • Laudato South.
    • Patil N.
    • Abba M.L.
    • Leupold J.H.
    • Benner A.
    • Gaiser T.
    • Marx A.
    • Allgayer H.

    P53-induced miR-30e-5p inhibits colorectal cancer invasion and metastasis by targeting ITGA6 and ITGB1.

    Int. J. Cancer. 2017; 141 : 1879-1890
    • Lawrence M.S.
    • Stojanov P.
    • Polak P.
    • Kryukov G.V.
    • Cibulskis K.
    • Sivachenko A.
    • Carter S.50.
    • Stewart C.
    • Mermel C.H.
    • Roberts Southward.A.
    • et al.

    Mutational heterogeneity in cancer and the search for new cancer-associated genes.

    Nature. 2013; 499 : 214-218
    • Lefranc M.P.
    • Giudicelli 5.
    • Duroux P.
    • Jabado-Michaloud J.
    • Folch G.
    • Aouinti S.
    • Carillon East.
    • Duvergey H.
    • Houles A.
    • Paysan-Lafosse T.
    • et al.

    IMGT(R), the International Immunogenetics Data Organization(R) 25 years on.

    Nucleic Acids Res. 2015; 43 : D413-D422
    • Li G.H.
    • Huang J.F.

    Inferring therapeutic targets from heterogeneous information: HKDC1 is a novel potential therapeutic target for cancer.

    Bioinformatics. 2014; 30 : 748-752
    • Li H.
    • Durbin R.

    Fast and accurate short read alignment with Burrows-Wheeler transform.

    Bioinformatics. 2009; 25 : 1754-1760
    • Lin C.C.
    • Melo F.A.
    • Ghosh R.
    • Suen K.G.
    • Stagg Fifty.J.
    • Kirkpatrick J.
    • Arold S.T.
    • Ahmed Z.
    • Ladbury J.E.

    Inhibition of basal FGF receptor signaling by dimeric Grb2.

    Cell. 2012; 149 : 1514-1524
    • Liu F.
    • Liu A.
    • Lu Ten.
    • Zhang Z.
    • Xue Y.
    • Xu J.
    • Zeng Southward.
    • Xiong Q.
    • Tan H.
    • He X.
    • et al.

    Dysbiosis signatures of the microbial profile in tissue from bladder cancer.

    Cancer Med. 2019; 8 : 6904-6914
    • Li C.
    • Sun Y.D.
    • Yu G.Y.
    • Cui J.R.
    • Lou Z.
    • Zhang H.
    • Huang Y.
    • Bai C.G.
    • Deng L.L.
    • Liu P.
    • et al.

    Integrated Omics of Metastatic Colorectal Cancer.

    Cancer Cell, 2020
    • Lowery M.A.
    • Ptashkin R.
    • Jordan E.
    • Berger Chiliad.F.
    • Zehir A.
    • Capanu Yard.
    • Kemeny N.E.
    • O'Reilly E.M.
    • El-Dika I.
    • Jarnagin W.R.
    • et al.

    Comprehensive molecular profiling of intrahepatic and extrahepatic cholangiocarcinomas: potential targets for intervention.

    Clin. Cancer Res. 2018; 24 : 4154-4161
    • Lozupone C.
    • Lladser M.East.
    • Knights D.
    • Stombaugh J.
    • Knight R.

    UniFrac: an effective altitude metric for microbial community comparison.

    ISME J. 2011; 5 : 169-172
    • Magoc T.
    • Salzberg S.50.

    FLASH: fast length adjustment of short reads to improve genome assemblies.

    Bioinformatics. 2011; 27 : 2957-2963
    • Mermel C.H.
    • Schumacher Southward.East.
    • Hill B.
    • Meyerson Thou.Fifty.
    • Beroukhim R.
    • Getz G.

    GISTIC2.0 facilitates sensitive and confident localization of the targets of focal somatic copy-number alteration in human cancers.

    Genome Biol. 2011; 12 : R41
    • Nakamura H.
    • Arai Y.
    • Totoki Y.
    • Shirota T.
    • Elzawahry A.
    • Kato M.
    • Hama Northward.
    • Hosoda F.
    • Urushidate T.
    • Ohashi S.
    • et al.

    Genomic spectra of biliary tract cancer.

    Nat. Genet. 2015; 47 : 1003-1010
    • Oishi Northward.
    • Kumar M.R.
    • Roessler S.
    • Ji J.
    • Forgues M.
    • Budhu A.
    • Zhao Ten.
    • Andersen J.B.
    • Ye Q.H.
    • Jia H.L.
    • et al.

    Transcriptomic profiling reveals hepatic stalk-like gene signatures and interplay of miR-200c and epithelial-mesenchymal transition in intrahepatic cholangiocarcinoma.

    Hepatology. 2012; 56 : 1792-1803
    • Patro R.
    • Duggal Thousand.
    • Beloved M.I.
    • Irizarry R.A.
    • Kingsford C.

    Salmon provides fast and bias-enlightened quantification of transcript expression.

    Nat. Methods. 2017; 14 : 417-419
    • Petitprez F.
    • de Reynies A.
    • Keung E.Z.
    • Chen T.W.
    • Dominicus C.1000.
    • Calderaro J.
    • Jeng Y.M.
    • Hsiao Fifty.P.
    • Lacroix Fifty.
    • Bougouin A.
    • et al.

    B cells are associated with survival and immunotherapy response in sarcoma.

    Nature. 2020; 577 : 556-560
    • Pollock P.K.
    • Gartside One thousand.G.
    • Dejeza L.C.
    • Powell M.A.
    • Mallon M.A.
    • Davies H.
    • Mohammadi One thousand.
    • Futreal P.A.
    • Stratton Yard.R.
    • Trent J.M.
    • et al.

    Frequent activating FGFR2 mutations in endometrial carcinomas parallel germline mutations associated with craniosynostosis and skeletal dysplasia syndromes.

    Oncogene. 2007; 26 : 7158-7162
    • Qiu X.
    • Mao Q.
    • Tang Y.
    • Wang 50.
    • Chawla R.
    • Pliner H.A.
    • Trapnell C.

    Reversed graph embedding resolves complex single-jail cell trajectories.

    Nat. Methods. 2017; xiv : 979-982
    • Quast C.
    • Pruesse East.
    • Yilmaz P.
    • Gerken J.
    • Schweer T.
    • Yarza P.
    • Peplies J.
    • Glockner F.O.

    The SILVA ribosomal RNA gene database project: improved data processing and web-based tools.

    Nucleic Acids Res. 2013; 41 : D590-D596
    • Ren Y.
    • Chen Z.
    • Chen L.
    • Fang B.
    • Win-Piazza H.
    • Haura E.
    • Koomen J.Thousand.
    • Wu J.

    Critical role of Shp2 in tumor growth involving regulation of c-Myc.

    Genes Cancer. 2010; 1 : 994-1007
    • Ritchie Thou.E.
    • Phipson B.
    • Wu D.
    • Hu Y.
    • Law C.Due west.
    • Shi Due west.
    • Smyth Thou.K.

    Limma powers differential expression analyses for RNA-sequencing and microarray studies.

    Nucleic Acids Res. 2015; 43 : e47
    • Rizvi S.
    • Khan S.A.
    • Hallemeier C.L.
    • Kelley R.K.
    • Gores G.J.

    Cholangiocarcinoma—evolving concepts and therapeutic strategies.

    Nat. Rev. Clin. Oncol. 2018; xv : 95-111
    • Rodriguez H.
    • Pennington South.R.

    Revolutionizing precision oncology through collaborative proteogenomics and data sharing.

    Cell. 2018; 173 : 535-539
    • Schlaepfer D.D.
    • Hauck C.R.
    • Sieg D.J.

    Signaling through focal adhesion kinase.

    Prog. Biophys. Mol. Biol. 1999; 71 : 435-478
    • Shen R.
    • Seshan V.E.

    FACETS: allele-specific copy number and clonal heterogeneity analysis tool for high-throughput DNA sequencing.

    Nucleic Acids Res. 2016; 44 : e131
    • Sia D.
    • Losic B.
    • Moeini A.
    • Cabellos L.
    • Hao Thousand.
    • Revill K.
    • Bonal D.
    • Miltiadous O.
    • Zhang Z.
    • Hoshida Y.
    • et al.

    Massive parallel sequencing uncovers actionable FGFR2-PPHLN1 fusion and ARAF mutations in intrahepatic cholangiocarcinoma.

    Nat. Commun. 2015; vi : 6087
    • Sondka Z.
    • Bamford S.
    • Cole C.G.
    • Ward S.A.
    • Dunham I.
    • Forbes Southward.A.

    The Catholic cancer factor demography: describing genetic dysfunction across all human cancers.

    Nat. Rev. Cancer. 2018; 18 : 696-705
    • Stronen E.
    • Toebes Chiliad.
    • Kelderman S.
    • van Buuren Grand.M.
    • Yang W.
    • van Rooij Northward.
    • Donia M.
    • Böschen M.L.
    • Lund-Johansen F.
    • Olweus J.
    • Schumacher T.N.

    Targeting of cancer neoantigens with donor-derived T cell receptor repertoires.

    Science. 2016; 352 : 1337-1341
    • Subramanian A.
    • Tamayo P.
    • Mootha Five.Thou.
    • Mukherjee South.
    • Ebert B.L.
    • Gillette M.A.
    • Paulovich A.
    • Pomeroy S.L.
    • Golub T.R.
    • Lander E.S.
    • et al.

    Gene set up enrichment analysis: a knowledge-based approach for interpreting genome-broad expression profiles.

    Proc. Natl. Acad. Sci. U S A. 2005; 102 : 15545-15550
    • Szolek A.
    • Schubert B.
    • Mohr C.
    • Sturm M.
    • Feldhahn M.
    • Kohlbacher O.

    OptiType: precision HLA typing from next-generation sequencing data.

    Bioinformatics. 2014; 30 : 3310-3316
    • Thakur S.S.
    • Geiger T.
    • Chatterjee B.
    • Bandilla P.
    • Frohlich F.
    • Cox J.
    • Mann M.

    Deep and highly sensitive proteome coverage past LC-MS/MS without prefractionation.

    Mol. Prison cell Proteomics. 2011; ten ()
    • Tyanova S.
    • Temu T.
    • Cox J.

    The MaxQuant computational platform for mass spectrometry-based shotgun proteomics.

    Nat Protoc. 2016; eleven : 2301-2319
    • Van der Auwera Thousand.A.
    • Carneiro Yard.O.
    • Hartl C.
    • Poplin R.
    • Del Affections 1000.
    • Levy-Moonshine A.
    • Jordan T.
    • Shakir K.
    • Roazen D.
    • Thibault J.
    • et al.

    From fastQ data to loftier conviction variant calls: the Genome Analysis Toolkit best practices pipeline.

    Curr. Protoc. Bioinformatics. 2013; 43 : 11 10 11-11 10 33
    • van der Lee D.I.
    • Reijmers R.G.
    • Honders M.W.
    • Hagedoorn R.S.
    • de Jong R.C.
    • Kester M.G.
    • van der Steen D.Yard.
    • de Ru A.H.
    • Kweekel C.
    • Bijen H.Yard.
    • et al.

    Mutated nucleophosmin 1 as immunotherapy target in astute myeloid leukemia.

    J Clin Invest. 2019; 129 : 774-785
    • Vasaikar S.
    • Huang C.
    • Wang X.
    • Petyuk V.A.
    • Cruel S.R.
    • Wen B.
    • Dou Y.
    • Zhang Y.
    • Shi Z.
    • Arshad O.A.
    • et al.

    Proteogenomic Analysis of Human being Colon Cancer Reveals New Therapeutic Opportunities.

    Cell. 2019; 177 : 1035-1049 e1019
    • Waitkus M.Southward.
    • Diplas B.H.
    • Yan H.

    Biological part and therapeutic potential of IDH mutations in cancer.

    Cancer Jail cell. 2018; 34 : 186-195
    • Wang K.
    • Li Yard.
    • Hakonarson H.

    ANNOVAR: functional notation of genetic variants from high-throughput sequencing data.

    Nucleic Acids Res. 2010; 38 : e164
    • Wang X.
    • Zhang B.

    customProDB: an R parcel to generate customized protein databases from RNA-seq data for proteomics search.

    Bioinformatics. 2013; 29 : 3235-3237
    • Wang Y.
    • Zhou Ten.
    • Oberoi K.
    • Phelps R.
    • Couwenhoven R.
    • Dominicus M.
    • Rezza A.
    • Holmes G.
    • Percival C.J.
    • Friedenthal J.
    • et al.

    p38 inhibition ameliorates skin and skull abnormalities in Fgfr2 Beare-Stevenson mice.

    J. Clin. Invest. 2012; 122 : 2153-2164
    • Wardell C.P.
    • Fujita M.
    • Yamada T.
    • Simbolo Thou.
    • Fassan M.
    • Karlic R.
    • Polak P.
    • Kim J.
    • Hatanaka Y.
    • Maejima Thou.
    • et al.

    Genomic label of biliary tract cancers identifies commuter genes and predisposing mutations.

    J. Hepatol. 2018; 68 : 959-969
    • Wisniewski J.R.
    • Zougman A.
    • Nagaraj N.
    • Mann Yard.

    Universal sample training method for proteome analysis.

    Nat. Methods. 2009; half dozen : 359-362
    • Wong R.One thousand.
    • Wu J.R.
    • Gloor G.B.

    Expanding the UniFrac toolbox.

    PLoS I. 2016; 11 : e0161196
    • Xu T.
    • Le T.D.
    • Liu L.
    • Su North.
    • Wang R.
    • Sun B.
    • Colaprico A.
    • Bontempi G.
    • Li J.

    CancerSubtypes: an R/Bioconductor package for molecular cancer subtype identification, validation and visualization.

    Bioinformatics. 2017; 33 : 3131-3133
    • Yan G.
    • Fukabori Y.
    • McBride G.
    • Nikolaropolous S.
    • McKeehan W.Fifty.

    Exon switching and activation of stromal and embryonic fibroblast growth factor (FGF)—FGF receptor genes in prostate epithelial cells accompany stromal independence and malignancy.

    Mol. Cell Biol. 1993; 13 : 4513-4522
    • Yang W.
    • Lee K.W.
    • Srivastava R.M.
    • Kuo F.
    • Krishna C.
    • Chowell D.
    • Makarov V.
    • Hoen D.
    • Dalin Thousand.G.
    • Wexler L.
    • et al.

    Immunogenic neoantigens derived from gene fusions stimulate T jail cell responses.

    Nat. Med. 2019; 25 : 767-775
    • Yu Yard.
    • Wang L.Chiliad.
    • Han Y.
    • He Q.Y.

    clusterProfiler: an R package for comparison biological themes among gene clusters.

    OMICS. 2012; 16 : 284-287
    • Zhang K.
    • Myllymaki S.One thousand.
    • Gao P.
    • Devarajan R.
    • Kytola V.
    • Nykter M.
    • Wei Chiliad.H.
    • Manninen A.

    Oncogenic Thou-Ras upregulates ITGA6 expression via FOSL1 to induce anoikis resistance and synergizes with alphaV-Class integrins to promote EMT.

    Oncogene. 2017; 36 : 5681-5694
    • Zhang Z.
    • Huang Southward.
    • Wang H.
    • Wu J.
    • Chen D.
    • Peng B.
    • Zhou Q.

    Loftier expression of hexokinase domain containing 1 is associated with poor prognosis and aggressive phenotype in hepatocarcinoma.

    Biochem. Biophys. Res. Commun. 2016; 474 : 673-679
    • Zhou J.
    • Sun H.C.
    • Wang Z.
    • Cong W.M.
    • Wang J.H.
    • Zeng Thousand.S.
    • Yang J.G.
    • Bie P.
    • Liu Fifty.X.
    • Wen T.F.
    • et al.

    Guidelines for diagnosis and treatment of master liver cancer in China (2017 Edition).

    Liver Cancer. 2018; 7 : 235-260
    • Zhu Y.
    • Kwong L.North.

    Insights into the origin of intrahepatic cholangiocarcinoma from mouse models.

    Hepatology. 2020; 72 : 305-314
    • Zou S.
    • Li J.
    • Zhou H.
    • Frech C.
    • Jiang X.
    • Chu J.S.
    • Zhao X.
    • Li Y.
    • Li Q.
    • Wang H.
    • et al.

    Mutational landscape of intrahepatic cholangiocarcinoma.

    Nat. Commun. 2014; 5 : 5696

5x Phusion Hf Buffer Composition,

Source: https://www.cell.com/cancer-cell/fulltext/S1535-6108(21)00659-0

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