Identification of Proteins Deregulated by Platinum-Based Chemotherapy as Novel Biomarkers and Therapeutic Targets in Non-Small Cell Lung Cancer

被引:8
|
作者
Ryan, Sarah-Louise [1 ]
Dave, Keyur A. [1 ]
Beard, Sam [1 ]
Gyimesi, Martina [1 ]
McTaggart, Matthew [1 ]
Sahin, Katherine B. [1 ]
Molloy, Christopher [1 ]
Gandhi, Neha S. [2 ]
Boittier, Eric [1 ]
O'Leary, Connor G. [1 ,3 ]
Shah, Esha T. [1 ]
Bolderson, Emma [1 ]
Baird, Anne-Marie [4 ,5 ]
Richard, Derek J. [1 ]
O'Byrne, Kenneth J. [1 ,3 ,5 ]
Adams, Mark N. [1 ]
机构
[1] Queensland Univ Technol, Fac Hlth, Sch Biomed Sci, Inst Hlth & Biomed Innovat,Translat Res Inst, Woolloongabba, Qld, Australia
[2] Queensland Univ Technol, Fac Sci & Engn, Sch Chem & Phys, Inst Hlth & Biomed Innovat, Brisbane, Qld, Australia
[3] Princess Alexandra Hosp, Canc Serv, Woolloongabba, Qld, Australia
[4] Trinity Coll Dublin, Dept Clin Med, Trinity Translat Med Inst, Dublin, Ireland
[5] St James Hosp, Thorac Oncol Res Grp, Labmed Directorate, Dublin, Ireland
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
基金
英国医学研究理事会;
关键词
non-small cell lung cancer; platinum-based chemotherapy; cisplatin; quantitative proteomics; biomarkers; therapeutic targets; machine learning; CISPLATIN; EXPRESSION; DRUG; PROGNOSIS;
D O I
10.3389/fonc.2021.615967
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Platinum-based chemotherapy remains the cornerstone of treatment for most people with non-small cell lung cancer (NSCLC), either as adjuvant therapy in combination with a second cytotoxic agent or in combination with immunotherapy. Resistance to therapy, either in the form of primary refractory disease or evolutionary resistance, remains a significant issue in the treatment of NSCLC. Hence, predictive biomarkers and novel combinational strategies are required to improve the effectiveness and durability of treatment response 6for people with NSCLC. The aim of this study was to identify novel biomarkers and/or druggable proteins from deregulated protein networks within non-oncogene driven disease that are involved in the cellular response to cisplatin. Following exposure of NSCLC cells to cisplatin, in vitro quantitative mass spectrometry was applied to identify altered protein response networks. A total of 65 proteins were significantly deregulated following cisplatin exposure. These proteins were assessed to determine if they are druggable targets using novel machine learning approaches and to identify whether these proteins might serve as prognosticators of platinum therapy. Our data demonstrate novel candidates and drug-like molecules warranting further investigation to improve response to platinum agents in NSCLC.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Comparison of immunotherapy response rates in non-small cell lung cancer following platinum-based chemotherapy
    Weis, Taylor Mai
    Hough, Shannon
    Kalemkerian, Gregory Peter
    JOURNAL OF CLINICAL ONCOLOGY, 2018, 36 (15)
  • [22] ERCC1 SNPs as Potential Predictive Biomarkers in Non-Small Cell Lung Cancer Patients Treated With Platinum-Based Chemotherapy
    Kalikaki, Aristea
    Voutsina, Alexandra
    Koutsopoulos, Anastasios
    Papadaki, Chara
    Sfakianaki, Maria
    Yachnakis, Emmanouel
    Xyrafas, Alexandros
    Kotsakis, Athanasios
    Agelaki, Sofia
    Souglakos, John
    Mavroudis, Dimitrios
    Georgoulias, Vassilis
    CANCER INVESTIGATION, 2015, 33 (04) : 107 - 113
  • [23] Epigenetic predictive biomarkers for response or outcome to platinum-based chemotherapy in non-small cell lung cancer, current state-of-art
    Weronika Maria Szejniuk
    Ana I. Robles
    Tine McCulloch
    Ursula Gerda Inge Falkmer
    Oluf Dimitri Røe
    The Pharmacogenomics Journal, 2019, 19 : 5 - 14
  • [24] GENETIC BIOMARKERS IN THE VEGF PATHWAY AS PROGNOSTIC FACTORS IN ADVANCED NON-SMALL CELL LUNG CANCER PATIENTS TREATED WITH PLATINUM-BASED CHEMOTHERAPY
    Riera, P.
    Sullivan, I
    Andres, M.
    Majem, M.
    Artigas, A.
    Barnadas, A.
    Salazar, J.
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2018, 123 : 92 - 93
  • [25] Epigenetic predictive biomarkers for response or outcome to platinum-based chemotherapy in non-small cell lung cancer, current state-of-art
    Szejniuk, Weronika Maria
    Robles, Ana I.
    McCulloch, Tine
    Falkmer, Ursula Gerda Inge
    Roe, Oluf Dimitri
    PHARMACOGENOMICS JOURNAL, 2019, 19 (01): : 5 - 14
  • [26] Evaluation of Platinum-based Therapy Response in Non-Small Cell Lung Cancer
    Ippolito, M.
    Stefano, A.
    Russo, G.
    Gieri, S.
    Cosentino, S.
    Mure, G.
    Baldari, S.
    Sabini, M. G.
    Fraggetta, F.
    Vitabile, S.
    Gilardi, M. C.
    Banna, G.
    EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2015, 42 : S714 - S715
  • [27] Thymidylate synthase polymorphisms are associated to therapeutic outcome of advanced non-small cell lung cancer patients treated with platinum-based chemotherapy
    Lima, Aurea
    Seabra, Vitor
    Martins, Sandra
    Coelho, Ana
    Araujo, Antonio
    Medeiros, Rui
    MOLECULAR BIOLOGY REPORTS, 2014, 41 (05) : 3349 - 3357
  • [28] Thymidylate synthase polymorphisms are associated to therapeutic outcome of advanced non-small cell lung cancer patients treated with platinum-based chemotherapy
    Aurea Lima
    Vítor Seabra
    Sandra Martins
    Ana Coelho
    António Araújo
    Rui Medeiros
    Molecular Biology Reports, 2014, 41 : 3349 - 3357
  • [29] DECREASE OF CIRCULATING TUMOR CELLS ASSOCIATES WITH RESPONSE TO PLATINUM-BASED CHEMOTHERAPY IN PATIENTS WITH NON-SMALL CELL LUNG CANCER, BUT NOT WITH SMALL CELL LUNG CANCER
    Gauler, Thomas C.
    Theegarten, Dirk
    Parr, Annette
    Schuhr, Ivonne
    Schmid, Kurt W.
    Eberhardt, Wilfried
    Schuler, Martin
    Hoffmann, Andreas-Claudius
    JOURNAL OF THORACIC ONCOLOGY, 2011, 6 (06) : S1114 - S1114
  • [30] miRNAs as Biomarkers and Therapeutic Targets in Non-Small Cell Lung Cancer: Current Perspectives
    Mateusz Florczuk
    Adam Szpechcinski
    Joanna Chorostowska-Wynimko
    Targeted Oncology, 2017, 12 : 179 - 200