Integrated Multi-Omics Signature Predicts Survival in Head and Neck Cancer

被引:9
作者
Ribeiro, Ilda Patricia [1 ,2 ,3 ,4 ]
Esteves, Luisa [1 ]
Caramelo, Francisco [2 ,3 ,5 ]
Carreira, Isabel Marques [1 ,2 ,3 ,4 ]
Melo, Joana Barbosa [1 ,2 ,3 ,4 ]
机构
[1] Univ Coimbra, Fac Med, Inst Cellular & Mol Biol, Cytogenet & Genom Lab, P-3000548 Coimbra, Portugal
[2] Univ Coimbra, Fac Med, Ctr Invest Environm Genet & Oncobiol CIMAGO, Coimbra Inst Clin & Biomed Res iCBR, P-3000548 Coimbra, Portugal
[3] Univ Coimbra, Ctr Innovat Biomed & Biotechnol CIBB, P-3004531 Coimbra, Portugal
[4] Clin Acad Ctr Coimbra CACC, P-3000370 Coimbra, Portugal
[5] Univ Coimbra, iCBR Fac Med, Lab Biostat & Med Informat, P-3000548 Coimbra, Portugal
关键词
survival biomarkers; omics data; copy number alterations; methylation; gene expression; head and neck cancer; SQUAMOUS-CELL CARCINOMA; EXPRESSION; CEACAM19; MODEL;
D O I
10.3390/cells11162536
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Head and Neck Cancer (HNC) is characterized by phenotypic, biological, and clinical heterogeneity. Despite treatment modalities, approximately half of all patients will die of the disease. Several molecular biomarkers have been investigated, but until now, without clinical translation. Here, we identified an integrative nine-gene multi-omics signature correlated with HNC patients' survival independently of relapses or metastasis development. This prognosis multi-omic signature comprises genes mapped in the chromosomes 1q, 3p, 8q, 17q, 19p, and 19q and encompasses alterations at copy number, gene expression, and methylation. Copy number alterations in LMCD1-A1S and GRM7, the methylation status of CEACAM19, KRT17, and ST18, and the expression profile of RPL29, UBA7, FCGR2C, and RPSAP58 can predict the HNC patients' survival. The difference higher than two years observed in the survival of HNC patients that harbor this nine-gene multi-omics signature can represent a significant step forward to improve patients' management and guide new therapeutic targets development.
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页数:13
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共 31 条
  • [1] Systematic analysis of differentially methylated expressed genes and site-specific methylation as potential prognostic markers in head and neck cancer
    Bai, Guohui
    Song, Jukun
    Yuan, Yiwen
    Chen, Zhu
    Tian, Yuan
    Yin, Xinhai
    Niu, Yuming
    Liu, Jianguo
    [J]. JOURNAL OF CELLULAR PHYSIOLOGY, 2019, 234 (12) : 22687 - 22702
  • [2] Methods for the integration of multi-omics data: mathematical aspects
    Bersanelli, Matteo
    Mosca, Ettore
    Remondini, Daniel
    Giampieri, Enrico
    Sala, Claudia
    Castellani, Gastone
    Milanesi, Luciano
    [J]. BMC BIOINFORMATICS, 2016, 17
  • [3] Bioconductor Core Team Homo, 2015, SAP ANN PACK HOM OBJ
  • [4] Comparative proteomics reveals a diagnostic signature for pulmonary head-and-neck cancermetastasis
    Bohnenberger, Hanibal
    Kaderali, Lars
    Stroebel, Philipp
    Yepes, Diego
    Plessmann, Uwe
    Dharia, Neekesh V.
    Yao, Sha
    Heydt, Carina
    Merkelbach-Bruse, Sabine
    Emmert, Alexander
    Hoffmann, Jonatan
    Bodemeyer, Julius
    Reuter-Jessen, Kirsten
    Lois, Anna-Maria
    Droege, Leif Hendrik
    Baumeister, Philipp
    Walz, Christoph
    Biggemann, Lorenz
    Walter, Roland
    Haeupl, Bjoern
    Comoglio, Federico
    Pan, Kuan-Ting
    Scheich, Sebastian
    Lenz, Christof
    Kueffer, Stefan
    Bremmer, Felix
    Kitz, Julia
    Sitte, Maren
    Beissbarth, Tim
    Hinterthaner, Marc
    Sebastian, Martin
    Lotz, Joachim
    Schildhaus, Hans-Ulrich
    Wolff, Hendrik
    Danner, Bernhard C.
    Brandts, Christian
    Buettner, Reinhard
    Canis, Martin
    Stegmaier, Kimberly
    Serve, Hubert
    Urlaub, Henning
    Oellerich, Thomas
    [J]. EMBO MOLECULAR MEDICINE, 2018, 10 (09)
  • [5] Second field tumors: A new opportunity for cancer prevention?
    Braakhuis, BJM
    Brakenhoff, RH
    Leemans, CR
    [J]. ONCOLOGIST, 2005, 10 (07) : 493 - 500
  • [6] Califano J, 1996, CANCER RES, V56, P2488
  • [7] Head and Neck Cancer
    Chow, Laura Q. M.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2020, 382 (01) : 60 - 72
  • [8] Distinct co-expression networks using multi-omic data reveal novel interventional targets in HPV-positive and negative head-and-neck squamous cell cancer
    Costa, Raquel L.
    Boroni, Mariana
    Soares, Marcelo A.
    [J]. SCIENTIFIC REPORTS, 2018, 8
  • [9] Demsar J, 2013, J MACH LEARN RES, V14, P2349
  • [10] High expression of CEACAM19, a new member of carcinoembryonic antigen gene family, in patients with breast cancer
    Estiar, Mehrdad Asghari
    Esmaeili, Rezvan
    Zare, Ali-Akbar
    Farahmand, Leila
    Fazilaty, Hassan
    Zekri, Ali
    Jafarbeik-Iravani, Narges
    Majidzadeh-A, Keivan
    [J]. CLINICAL AND EXPERIMENTAL MEDICINE, 2017, 17 (04) : 547 - 553