Blood-based lung cancer biomarkers identified through proteomic discovery in cancer tissues, cell lines and conditioned medium

被引:43
作者
Birse, Charles E. [1 ]
Lagier, Robert J. [1 ]
FitzHugh, William [1 ]
Pass, Harvey I. [2 ]
Rom, William N. [3 ]
Edell, Eric S. [4 ]
Bungum, Aaron O. [4 ]
Maldonado, Fabien [4 ]
Jett, James R. [5 ]
Mesri, Mehdi [1 ]
Sult, Erin [1 ]
Joseloff, Elizabeth [1 ]
Li, Aiqun [1 ]
Heidbrink, Jenny [1 ]
Dhariwal, Gulshan [1 ]
Danis, Chad [1 ]
Tomic, Jennifer L. [1 ]
Bruce, Robert J. [1 ]
Moore, Paul A. [1 ]
He, Tao [1 ]
Lewis, Marcia E. [1 ]
Ruben, Steve M. [1 ]
机构
[1] Celera, 1311 Harbor Bay Pkwy, Alameda, CA 94502 USA
[2] NYU, Dept Cardiothorac Surg, Langone Med Ctr, New York, NY USA
[3] NYU, Sch Med, Div Pulm Crit Care & Sleep Med, New York, NY USA
[4] Mayo Clin, Div Pulm & Crit Care Med, Rochester, MN USA
[5] Natl Jewish Hlth, Div Oncol, Denver, CO USA
关键词
Lung cancer; Early detection; Biomarker; Mass spectrometry; Proteomics; Discovery; LEUKOCYTE PROTEASE INHIBITOR; GROWTH-FACTOR; MATRIX METALLOPROTEINASE-2; CARCINOEMBRYONIC ANTIGEN; DIAGNOSTIC BIOMARKERS; EPITHELIAL-CELLS; PLASMA PROTEOME; GENE-FUNCTION; SERUM; METASTASIS;
D O I
10.1186/s12014-015-9090-9
中图分类号
Q5 [生物化学];
学科分类号
070307 [化学生物学];
摘要
Background: Support for early detection of lung cancer has emerged from the National Lung Screening Trial (NLST), in which low dose computed tomography (LDCT) screening reduced lung cancer mortality by 20 % relative to chest x-ray. The US Preventive Services Task Force (USPSTF) recently recommended annual screening for the high-risk population, concluding that the benefits (life years gained) outweighed harms (false positive findings, abortive biopsy/surgery, radiation exposure). In making their recommendation, the USPSTF noted that the moderate net benefit of screening was dependent on the resolution of most false-positive results without invasive procedures. Circulating biomarkers may serve as a valuable adjunctive tool to imaging. Results: We developed a broad-based proteomics discovery program, integrating liquid chromatography/mass spectrometry (LC/MS) analyses of freshly resected lung tumor specimens (n = 13), lung cancer cell lines (n = 17), and conditioned media collected from tumor cell lines (n = 7). To enrich for biomarkers likely to be found at elevated levels in the peripheral circulation of lung cancer patients, proteins were prioritized based on predicted subcellular localization (secreted, cell-membrane associated) and differential expression in disease samples. 179 candidate biomarkers were identified. Several markers selected for further validation showed elevated levels in serum collected from subjects with stage I NSCLC (n = 94), relative to healthy smoker controls (n = 189). An 8-marker model was developed (TFPI, MDK, OPN, MMP2, TIMP1, CEA, CYFRA 21-1, SCC) which accurately distinguished subjects with lung cancer (n = 50) from high risk smokers (n = 50) in an independent validation study (AUC = 0.775). Conclusions: Integrating biomarker discovery from multiple sample types (fresh tissue, cell lines and conditioned medium) has resulted in a diverse repertoire of candidate biomarkers. This unique collection of biomarkers may have clinical utility in lung cancer detection and diagnoses.
引用
收藏
页数:12
相关论文
共 73 条
[1]
Preparation of recombinant MK-1/Ep-CAM and establishment of an ELISA system for determining soluble MK-1/Ep-CAM levels in sera of cancer patients [J].
Abe, H ;
Kuroki, M ;
Imakiire, T ;
Yamauchi, Y ;
Yamada, H ;
Arakawa, F ;
Kuroki, M .
JOURNAL OF IMMUNOLOGICAL METHODS, 2002, 270 (02) :227-233
[2]
Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening [J].
Aberle, Denise R. ;
Adams, Amanda M. ;
Berg, Christine D. ;
Black, William C. ;
Clapp, Jonathan D. ;
Fagerstrom, Richard M. ;
Gareen, Ilana F. ;
Gatsonis, Constantine ;
Marcus, Pamela M. ;
Sicks, JoRean D. .
NEW ENGLAND JOURNAL OF MEDICINE, 2011, 365 (05) :395-409
[3]
Investigation of Complement Activation Product C4d as a Diagnostic and Prognostic Biomarker for Lung Cancer [J].
Ajona, Daniel ;
Pajares, Maria J. ;
Corrales, Leticia ;
Perez-Gracia, Jose L. ;
Agorreta, Jackeline ;
Lozano, Maria D. ;
Torre, Wenceslao ;
Massion, Pierre P. ;
de-Torres, Juan P. ;
Jantus-Lewintre, Eloisa ;
Camps, Carlos ;
Zulueta, Javier J. ;
Montuenga, Luis M. ;
Pio, Ruben .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2013, 105 (18) :1385-1393
[4]
Evaluation of matrix metalloproteinase-2 in lung cancer [J].
Ali-Labib, Randa ;
Louka, Manal Louis ;
Galal, Iman Hassan El-Sayed ;
Tarek, Marwa .
PROTEOMICS CLINICAL APPLICATIONS, 2014, 8 (3-4) :251-257
[5]
Almatroodi SA, 2015, CANCER GENOM PROTEOM, V12, P39
[6]
Ameshima S, 2000, CANCER-AM CANCER SOC, V89, P1448, DOI 10.1002/1097-0142(20001001)89:7<1448::AID-CNCR6>3.0.CO
[7]
2-Q
[8]
The human plasma proteome - History, character, and diagnostic prospects [J].
Anderson, NL ;
Anderson, NG .
MOLECULAR & CELLULAR PROTEOMICS, 2002, 1 (11) :845-867
[9]
Activities at the Universal Protein Resource (UniProt) [J].
Apweiler, Rolf ;
Bateman, Alex ;
Martin, Maria Jesus ;
O'Donovan, Claire ;
Magrane, Michele ;
Alam-Faruque, Yasmin ;
Alpi, Emanuele ;
Antunes, Ricardo ;
Arganiska, Joanna ;
Casanova, Elisabet Barrera ;
Bely, Benoit ;
Bingley, Mark ;
Bonilla, Carlos ;
Britto, Ramona ;
Bursteinas, Borisas ;
Chan, Wei Mun ;
Chavali, Gayatri ;
Cibrian-Uhalte, Elena ;
Da Silva, Alan ;
De Giorgi, Maurizio ;
Dogan, Tunca ;
Fazzini, Francesco ;
Gane, Paul ;
Castro, Leyla Garcia ;
Garmiri, Penelope ;
Hatton-Ellis, Emma ;
Hieta, Reija ;
Huntley, Rachael ;
Legge, Duncan ;
Liu, Wudong ;
Luo, Jie ;
MacDougall, Alistair ;
Mutowo, Prudence ;
Nightingale, Andrew ;
Orchard, Sandra ;
Pichler, Klemens ;
Poggioli, Diego ;
Pundir, Sangya ;
Pureza, Luis ;
Qi, Guoying ;
Rosanoff, Steven ;
Saidi, Rabie ;
Sawford, Tony ;
Shypitsyna, Aleksandra ;
Turner, Edward ;
Volynkin, Vladimir ;
Wardell, Tony ;
Watkins, Xavier ;
Zellner, Hermann ;
Corbett, Matt .
NUCLEIC ACIDS RESEARCH, 2014, 42 (D1) :D191-D198
[10]
CARCINOEMBRYONIC ANTIGEN, A HUMAN-TUMOR MARKER, FUNCTIONS AS AN INTERCELLULAR-ADHESION MOLECULE [J].
BENCHIMOL, S ;
FUKS, A ;
JOTHY, S ;
BEAUCHEMIN, N ;
SHIROTA, K ;
STANNERS, CP .
CELL, 1989, 57 (02) :327-334