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Volumn 9, Issue 1, 2016, Pages

A 19-Gene expression signature as a predictor of survival in colorectal cancer

Author keywords

Colorectal cancer; Microarray analysis; Real time PCR; Survivalm

Indexed keywords

NOTCH2 RECEPTOR; TRANSCRIPTOME;

EID: 84986183527     PISSN: None     EISSN: 17558794     Source Type: Journal    
DOI: 10.1186/s12920-016-0218-1     Document Type: Article
Times cited : (71)

References (40)
  • 1
    • 84918815964 scopus 로고    scopus 로고
    • Cancer incidence and mortality worldwide-sources, methods and major patterns in GLOBOCAN 2012
    • 10.1002/ijc.29210 1:CAS:528:DC%2BC2cXitVyktbzI 25220842
    • Ferlay J, Soerjomataram I, Dikshit R, Eser S, Mathers C, Rebelo M, Parkin DM, Forman D, Bray F. Cancer incidence and mortality worldwide-sources, methods and major patterns in GLOBOCAN 2012. Int J Cancer. 2015;136(5):E359-86. doi: 10.1002/ijc.29210.
    • (2015) Int J Cancer , vol.136 , Issue.5 , pp. E359-E386
    • Ferlay, J.1    Soerjomataram, I.2    Dikshit, R.3    Eser, S.4    Mathers, C.5    Rebelo, M.6    Parkin, D.M.7    Forman, D.8    Bray, F.9
  • 2
    • 34547917229 scopus 로고    scopus 로고
    • Rectal cancer staging
    • 10.1055/s-2007-984859 20011196 2789513
    • Wu JS. Rectal cancer staging. Clin Colon Rectal Surg. 2007;20(3):148-57. doi: 10.1055/s-2007-984859.
    • (2007) Clin Colon Rectal Surg , vol.20 , Issue.3 , pp. 148-157
    • Wu, J.S.1
  • 3
    • 34948846004 scopus 로고    scopus 로고
    • Who to treat with adjuvant therapy in Dukes B/stage II colorectal cancer? the need for high quality pathology
    • 10.1136/gut.2006.116830 17494107 2000279
    • Morris EJ, Maughan NJ, Forman D, Quirke P. Who to treat with adjuvant therapy in Dukes B/stage II colorectal cancer? The need for high quality pathology. Gut. 2007;56(10):1419-25. doi: 10.1136/gut.2006.116830.
    • (2007) Gut , vol.56 , Issue.10 , pp. 1419-1425
    • Morris, E.J.1    Maughan, N.J.2    Forman, D.3    Quirke, P.4
  • 4
    • 6944230093 scopus 로고    scopus 로고
    • Colon cancer survival rates with the new American Joint Committee on Cancer sixth edition staging
    • 10.1093/jnci/djh275 15467030
    • O'Connell JB, Maggard MA, Ko CY. Colon cancer survival rates with the new American Joint Committee on Cancer sixth edition staging. J Natl Cancer Inst. 2004;96(19):1420-5. doi: 10.1093/jnci/djh275.
    • (2004) J Natl Cancer Inst , vol.96 , Issue.19 , pp. 1420-1425
    • O'Connell, J.B.1    Maggard, M.A.2    Ko, C.Y.3
  • 5
    • 84980591645 scopus 로고    scopus 로고
    • Efficacy of postoperative concurrent chemoradiation for resectable rectal cancer: A single institute experience
    • 10.4143/crt.2004.36.4.228 20368839 2843890
    • Ahn JB, Chung HC, Yoo NC, Roh JK, Kim NK, Suh CO, Kim GE, Seong JS, Shim WH. Efficacy of postoperative concurrent chemoradiation for resectable rectal cancer: a single institute experience. Cancer Res Treat. 2004;36(4):228-34. doi: 10.4143/crt.2004.36.4.228.
    • (2004) Cancer Res Treat , vol.36 , Issue.4 , pp. 228-234
    • Ahn, J.B.1    Chung, H.C.2    Yoo, N.C.3    Roh, J.K.4    Kim, N.K.5    Suh, C.O.6    Kim, G.E.7    Seong, J.S.8    Shim, W.H.9
  • 6
    • 84878302099 scopus 로고    scopus 로고
    • Gene expression classification of colon cancer into molecular subtypes-characterization, validation, and prognostic value
    • 10.1371/journal.pmed.1001453 1:CAS:528:DC%2BC3sXptlSisbo%3D 23700391 3660251
    • Marisa L, de Reynies A, Duval A, Selves J, Gaub MP, Vescovo L, Etienne-Grimaldi MC, Schiappa R, Guenot D, Ayadi M, et al. Gene expression classification of colon cancer into molecular subtypes-characterization, validation, and prognostic value. PLoS Med. 2013;10(5):e1001453. doi: 10.1371/journal.pmed.1001453.
    • (2013) PLoS Med , vol.10 , Issue.5 , pp. e1001453
    • Marisa, L.1    De Reynies, A.2    Duval, A.3    Selves, J.4    Gaub, M.P.5    Vescovo, L.6    Etienne-Grimaldi, M.C.7    Schiappa, R.8    Guenot, D.9    Ayadi, M.10
  • 7
    • 77951560296 scopus 로고    scopus 로고
    • Adjuvant therapy for stage II and III colon cancer: Consensus Report of the International Society of Gastrointestinal Oncology
    • 19262703 2632523
    • Marshall JL, Haller DG, de Gramont A, Hochster HS, Lenz HJ, Ajani JA, Goldberg RM. Adjuvant therapy for stage II and III colon cancer: Consensus Report of the International Society of Gastrointestinal Oncology. Gastrointest Cancer Res. 2007;1(4):146-54.
    • (2007) Gastrointest Cancer Res , vol.1 , Issue.4 , pp. 146-154
    • Marshall, J.L.1    Haller, D.G.2    De Gramont, A.3    Hochster, H.S.4    Lenz, H.J.5    Ajani, J.A.6    Goldberg, R.M.7
  • 9
    • 84864660437 scopus 로고    scopus 로고
    • Transcriptome profiling of the cancer, adjacent non-tumor and distant normal tissues from a colorectal cancer patient by deep sequencing
    • 10.1371/journal.pone.0041001 1:CAS:528:DC%2BC38Xht1SnsbzJ 22905095 3414479
    • Wu Y, Wang X, Wu F, Huang R, Xue F, Liang G, Tao M, Cai P, Huang Y. Transcriptome profiling of the cancer, adjacent non-tumor and distant normal tissues from a colorectal cancer patient by deep sequencing. PLoS One. 2012;7(8):e41001. doi: 10.1371/journal.pone.0041001.
    • (2012) PLoS One , vol.7 , Issue.8 , pp. e41001
    • Wu, Y.1    Wang, X.2    Wu, F.3    Huang, R.4    Xue, F.5    Liang, G.6    Tao, M.7    Cai, P.8    Huang, Y.9
  • 10
    • 2442684455 scopus 로고    scopus 로고
    • Gene expression profiles and molecular markers to predict recurrence of Dukes' B colon cancer
    • 10.1200/JCO.2004.08.186 1:CAS:528:DC%2BD2cXpsVWmurw%3D 15051756
    • Wang Y, Jatkoe T, Zhang Y, Mutch MG, Talantov D, Jiang J, McLeod HL, Atkins D. Gene expression profiles and molecular markers to predict recurrence of Dukes' B colon cancer. J Clin Oncol. 2004;22(9):1564-71. doi: 10.1200/JCO.2004.08.186.
    • (2004) J Clin Oncol , vol.22 , Issue.9 , pp. 1564-1571
    • Wang, Y.1    Jatkoe, T.2    Zhang, Y.3    Mutch, M.G.4    Talantov, D.5    Jiang, J.6    McLeod, H.L.7    Atkins, D.8
  • 11
    • 73349088103 scopus 로고    scopus 로고
    • Metastasis-Associated gene expression changes predict poor outcomes in patients with Dukes Stage B and C colorectal cancer
    • 10.1158/1078-0432.CCR-09-1431 1:CAS:528:DC%2BD1MXhsFGgurvL 19996206 2920750
    • Jorissen RN, Gibbs P, Christie M, Prakash S, Lipton L, Desai J, Kerr D, Aaltonen LA, Arango D, Kruhoffer M, et al. Metastasis-Associated gene expression changes predict poor outcomes in patients with Dukes Stage B and C colorectal cancer. Clin Cancer Res. 2009;15(24):7642-51. doi: 10.1158/1078-0432.CCR-09-1431.
    • (2009) Clin Cancer Res , vol.15 , Issue.24 , pp. 7642-7651
    • Jorissen, R.N.1    Gibbs, P.2    Christie, M.3    Prakash, S.4    Lipton, L.5    Desai, J.6    Kerr, D.7    Aaltonen, L.A.8    Arango, D.9    Kruhoffer, M.10
  • 13
    • 84866023476 scopus 로고    scopus 로고
    • Molecular biomarkers of colorectal cancer: Prognostic and predictive tools for clinical practice
    • 10.1631/jzus.B1100340 1:CAS:528:DC%2BC38Xht12qsbfJ 22949358 3437365
    • Jiang WQ, Fu FF, Li YX, Wang WB, Wang HH, Jiang HP, Teng LS. Molecular biomarkers of colorectal cancer: prognostic and predictive tools for clinical practice. J Zhejiang Univ Sci B. 2012;13(9):663-75. doi: 10.1631/jzus.B1100340.
    • (2012) J Zhejiang Univ Sci B , vol.13 , Issue.9 , pp. 663-675
    • Jiang, W.Q.1    Fu, F.F.2    Li, Y.X.3    Wang, W.B.4    Wang, H.H.5    Jiang, H.P.6    Teng, L.S.7
  • 14
    • 84867019805 scopus 로고    scopus 로고
    • ColoGuideEx: A robust gene classifier specific for stage II colorectal cancer prognosis
    • 10.1136/gutjnl-2011-301179 22213796
    • Agesen TH, Sveen A, Merok MA, Lind GE, Nesbakken A, Skotheim RI, Lothe RA. ColoGuideEx: a robust gene classifier specific for stage II colorectal cancer prognosis. Gut. 2012;61(11):1560-7. doi: 10.1136/gutjnl-2011-301179.
    • (2012) Gut , vol.61 , Issue.11 , pp. 1560-1567
    • Agesen, T.H.1    Sveen, A.2    Merok, M.A.3    Lind, G.E.4    Nesbakken, A.5    Skotheim, R.I.6    Lothe, R.A.7
  • 15
    • 84868515495 scopus 로고    scopus 로고
    • ColoGuidePro: A prognostic 7-gene expression signature for stage III colorectal cancer patients
    • 10.1158/1078-0432.CCR-11-3302 1:CAS:528:DC%2BC38Xhs1GhtrjO 22991413
    • Sveen A, Agesen TH, Nesbakken A, Meling GI, Rognum TO, Liestol K, Skotheim RI, Lothe RA. ColoGuidePro: a prognostic 7-gene expression signature for stage III colorectal cancer patients. Clin Cancer Res. 2012;18(21):6001-10. doi: 10.1158/1078-0432.CCR-11-3302.
    • (2012) Clin Cancer Res , vol.18 , Issue.21 , pp. 6001-6010
    • Sveen, A.1    Agesen, T.H.2    Nesbakken, A.3    Meling, G.I.4    Rognum, T.O.5    Liestol, K.6    Skotheim, R.I.7    Lothe, R.A.8
  • 19
    • 84862273610 scopus 로고    scopus 로고
    • Beta-empirical Bayes inference and model diagnosis of microarray data
    • 10.1186/1471-2105-13-135 22713095
    • Mollah MM, Mollah MN, Kishino H. Beta-empirical Bayes inference and model diagnosis of microarray data. BMC Bioinformatics. 2012;13:135. doi: 10.1186/1471-2105-13-135.
    • (2012) BMC Bioinformatics. , vol.13 , pp. 135
    • Mollah, M.M.1    Mollah, M.N.2    Kishino, H.3
  • 20
    • 33645086851 scopus 로고    scopus 로고
    • Bayesian robust inference for differential gene expression in microarrays with multiple samples
    • 10.1111/j.1541-0420.2005.00397.x 16542223
    • Gottardo R, Raftery AE, Yeung KY, Bumgarner RE. Bayesian robust inference for differential gene expression in microarrays with multiple samples. Biometrics. 2006;62(1):10-8. doi: 10.1111/j.1541-0420.2005.00397.x.
    • (2006) Biometrics , vol.62 , Issue.1 , pp. 10-18
    • Gottardo, R.1    Raftery, A.E.2    Yeung, K.Y.3    Bumgarner, R.E.4
  • 21
    • 73949119816 scopus 로고    scopus 로고
    • Robust extraction of local structures by the minimum beta-divergence method
    • 10.1016/j.neunet.2009.11.011 19963342
    • Mollah MN, Sultana N, Minami M, Eguchi S. Robust extraction of local structures by the minimum beta-divergence method. Neural Netw. 2010;23(2):226-38. doi: 10.1016/j.neunet.2009.11.011.
    • (2010) Neural Netw , vol.23 , Issue.2 , pp. 226-238
    • Mollah, M.N.1    Sultana, N.2    Minami, M.3    Eguchi, S.4
  • 22
    • 77954754940 scopus 로고    scopus 로고
    • Robust QTL analysis by minimum beta-divergence method
    • 20815143
    • Mollah MN, Eguchi S. Robust QTL analysis by minimum beta-divergence method. Int J Data Min Bioinform. 2010;4(4):471-85.
    • (2010) Int J Data Min Bioinform , vol.4 , Issue.4 , pp. 471-485
    • Mollah, M.N.1    Eguchi, S.2
  • 23
    • 83355174923 scopus 로고    scopus 로고
    • Optimized application of penalized regression methods to diverse genomic data
    • 10.1093/bioinformatics/btr591 1:CAS:528:DC%2BC3MXhs1WgsLzN 22156367 3232376
    • Waldron L, Pintilie M, Tsao MS, Shepherd FA, Huttenhower C, Jurisica I. Optimized application of penalized regression methods to diverse genomic data. Bioinformatics. 2011;27(24):3399-406. doi: 10.1093/bioinformatics/btr591.
    • (2011) Bioinformatics , vol.27 , Issue.24 , pp. 3399-3406
    • Waldron, L.1    Pintilie, M.2    Tsao, M.S.3    Shepherd, F.A.4    Huttenhower, C.5    Jurisica, I.6
  • 24
    • 84874401734 scopus 로고    scopus 로고
    • Gene expression profiles in stages II and III colon cancers: Application of a 128-gene signature
    • 10.1007/s00384-012-1517-4 22710688
    • Thorsteinsson M, Kirkeby LT, Hansen R, Lund LR, Sorensen LT, Gerds TA, Jess P, Olsen J. Gene expression profiles in stages II and III colon cancers: application of a 128-gene signature. Int J Colorectal Dis. 2012;27(12):1579-86. doi: 10.1007/s00384-012-1517-4.
    • (2012) Int J Colorectal Dis , vol.27 , Issue.12 , pp. 1579-1586
    • Thorsteinsson, M.1    Kirkeby, L.T.2    Hansen, R.3    Lund, L.R.4    Sorensen, L.T.5    Gerds, T.A.6    Jess, P.7    Olsen, J.8
  • 25
    • 84857035378 scopus 로고    scopus 로고
    • Tumor gene expression profiling in stage II colon cancer. Application: Prognostic, risk prediction
    • Webber EM, Lin JS, Evelyn PW. Oncotype DX tumor gene expression profiling in stage II colon cancer. Application: prognostic, risk prediction. PLoS Curr. 2010;2. doi: 10.1371/currents.RRN1177
    • (2010) PLoS Curr. , vol.2
    • Webber, E.M.1    Lin, J.S.2    Evelyn, P.W.3    Oncotype, D.X.4
  • 26
    • 84945569916 scopus 로고    scopus 로고
    • RC-113 gene expression signature for predicting prognosis in patients with colorectal cancer
    • 10.18632/oncotarget.5183 26397224 4741632
    • Nguyen MN, Choi TG, Nguyen DT, Kim JH, Jo YH, Shahid M, Akter S, Aryal SN, Yoo JY, Ahn YJ, et al. RC-113 gene expression signature for predicting prognosis in patients with colorectal cancer. Oncotarget. 2015;6(31):31674-92. doi: 10.18632/oncotarget.5183.
    • (2015) Oncotarget , vol.6 , Issue.31 , pp. 31674-31692
    • Nguyen, M.N.1    Choi, T.G.2    Nguyen, D.T.3    Kim, J.H.4    Jo, Y.H.5    Shahid, M.6    Akter, S.7    Aryal, S.N.8    Yoo, J.Y.9    Ahn, Y.J.10
  • 27
    • 33746233384 scopus 로고    scopus 로고
    • Descriptive statistics and graphical displays
    • 10.1161/CIRCULATIONAHA.105.584474 16818830
    • Larson MG. Descriptive statistics and graphical displays. Circulation. 2006;114(1):76-81. doi: 10.1161/CIRCULATIONAHA.105.584474.
    • (2006) Circulation , vol.114 , Issue.1 , pp. 76-81
    • Larson, M.G.1
  • 28
    • 0041885405 scopus 로고    scopus 로고
    • Colon cancer survival is associated with increasing number of lymph nodes analyzed: A secondary survey of intergroup trial INT-0089
    • 10.1200/JCO.2003.05.062 12885809
    • Le Voyer TE, Sigurdson ER, Hanlon AL, Mayer RJ, Macdonald JS, Catalano PJ, Haller DG. Colon cancer survival is associated with increasing number of lymph nodes analyzed: a secondary survey of intergroup trial INT-0089. J Clin Oncol. 2003;21(15):2912-9. doi: 10.1200/JCO.2003.05.062.
    • (2003) J Clin Oncol , vol.21 , Issue.15 , pp. 2912-2919
    • Le Voyer, T.E.1    Sigurdson, E.R.2    Hanlon, A.L.3    Mayer, R.J.4    Macdonald, J.S.5    Catalano, P.J.6    Haller, D.G.7
  • 31
    • 52449112434 scopus 로고    scopus 로고
    • Identification of a core set of 58 gene transcripts with broad and specific expression in the microvasculature
    • 10.1161/ATVBAHA.108.165738 1:CAS:528:DC%2BD1cXosVerurg%3D 18483404
    • Wallgard E, Larsson E, He L, Hellstrom M, Armulik A, Nisancioglu MH, Genove G, Lindahl P, Betsholtz C. Identification of a core set of 58 gene transcripts with broad and specific expression in the microvasculature. Arterioscler Thromb Vasc Biol. 2008;28(8):1469-76. doi: 10.1161/ATVBAHA.108.165738.
    • (2008) Arterioscler Thromb Vasc Biol , vol.28 , Issue.8 , pp. 1469-1476
    • Wallgard, E.1    Larsson, E.2    He, L.3    Hellstrom, M.4    Armulik, A.5    Nisancioglu, M.H.6    Genove, G.7    Lindahl, P.8    Betsholtz, C.9
  • 32
    • 52149124653 scopus 로고    scopus 로고
    • Prognostic breast cancer signature identified from 3D culture model accurately predicts clinical outcome across independent datasets
    • 10.1371/journal.pone.0002994 18714348 2500166
    • Martin KJ, Patrick DR, Bissell MJ, Fournier MV. Prognostic breast cancer signature identified from 3D culture model accurately predicts clinical outcome across independent datasets. PLoS One. 2008;3(8):e2994. doi: 10.1371/journal.pone.0002994.
    • (2008) PLoS One , vol.3 , Issue.8 , pp. e2994
    • Martin, K.J.1    Patrick, D.R.2    Bissell, M.J.3    Fournier, M.V.4
  • 33
    • 1642394123 scopus 로고    scopus 로고
    • The three sorCS genes are differentially expressed and regulated by synaptic activity
    • 1:CAS:528:DC%2BD2cXivVCitLc%3D 15009648
    • Hermey G, Plath N, Hubner CA, Kuhl D, Schaller HC, Hermans-Borgmeyer I. The three sorCS genes are differentially expressed and regulated by synaptic activity. J Neurochem. 2004;88(6):1470-6.
    • (2004) J Neurochem , vol.88 , Issue.6 , pp. 1470-1476
    • Hermey, G.1    Plath, N.2    Hubner, C.A.3    Kuhl, D.4    Schaller, H.C.5    Hermans-Borgmeyer, I.6
  • 34
    • 0035143458 scopus 로고    scopus 로고
    • Identification of SorCS2, a novel member of the VPS10 domain containing receptor family, prominently expressed in the developing mouse brain
    • 1:CAS:528:DC%2BD3MXps1Sguw%3D%3D 11165493
    • Rezgaoui M, Hermey G, Riedel IB, Hampe W, Schaller HC, Hermans-Borgmeyer I. Identification of SorCS2, a novel member of the VPS10 domain containing receptor family, prominently expressed in the developing mouse brain. Mech Dev. 2001;100(2):335-8.
    • (2001) Mech Dev , vol.100 , Issue.2 , pp. 335-338
    • Rezgaoui, M.1    Hermey, G.2    Riedel, I.B.3    Hampe, W.4    Schaller, H.C.5    Hermans-Borgmeyer, I.6
  • 35
    • 79957468312 scopus 로고    scopus 로고
    • Genome-wide association study of survival in non-small cell lung cancer patients receiving platinum-based chemotherapy
    • 10.1093/jnci/djr075 1:CAS:528:DC%2BC3MXms1aisrk%3D 21483023 3096796
    • Wu X, Ye Y, Rosell R, Amos CI, Stewart DJ, Hildebrandt MA, Roth JA, Minna JD, Gu J, Lin J, et al. Genome-wide association study of survival in non-small cell lung cancer patients receiving platinum-based chemotherapy. J Natl Cancer Inst. 2011;103(10):817-25. doi: 10.1093/jnci/djr075.
    • (2011) J Natl Cancer Inst , vol.103 , Issue.10 , pp. 817-825
    • Wu, X.1    Ye, Y.2    Rosell, R.3    Amos, C.I.4    Stewart, D.J.5    Hildebrandt, M.A.6    Roth, J.A.7    Minna, J.D.8    Gu, J.9    Lin, J.10
  • 37
    • 0037230145 scopus 로고    scopus 로고
    • Notch signaling in kidney development
    • 10.1097/01.mnh.0000049802.69874.c0 1:CAS:528:DC%2BD2cXps1ek 12496659
    • McCright B. Notch signaling in kidney development. Curr Opin Nephrol Hypertens. 2003;12(1):5-10. doi: 10.1097/01.mnh.0000049802.69874.c0.
    • (2003) Curr Opin Nephrol Hypertens , vol.12 , Issue.1 , pp. 5-10
    • McCright, B.1
  • 38
    • 5444247776 scopus 로고    scopus 로고
    • Liver development update: New embryo models, cell lineage control, and morphogenesis
    • 10.1016/j.gde.2004.08.004 1:CAS:528:DC%2BD2cXnslGms7c%3D 15380251
    • Lemaigre F, Zaret KS. Liver development update: new embryo models, cell lineage control, and morphogenesis. Curr Opin Genet Dev. 2004;14(5):582-90. doi: 10.1016/j.gde.2004.08.004.
    • (2004) Curr Opin Genet Dev , vol.14 , Issue.5 , pp. 582-590
    • Lemaigre, F.1    Zaret, K.S.2
  • 39
    • 80051511668 scopus 로고    scopus 로고
    • Notch1 and Notch2 have opposite prognostic effects on patients with colorectal cancer
    • 10.1093/annonc/mdq776 1:STN:280:DC%2BC3MbjsV2qsQ%3D%3D 21378202
    • Chu D, Zhang Z, Zhou Y, Wang W, Li Y, Zhang H, Dong G, Zhao Q, Ji G. Notch1 and Notch2 have opposite prognostic effects on patients with colorectal cancer. Ann Oncol. 2011;22(11):2440-7. doi: 10.1093/annonc/mdq776.
    • (2011) Ann Oncol , vol.22 , Issue.11 , pp. 2440-2447
    • Chu, D.1    Zhang, Z.2    Zhou, Y.3    Wang, W.4    Li, Y.5    Zhang, H.6    Dong, G.7    Zhao, Q.8    Ji, G.9
  • 40
    • 84867855586 scopus 로고    scopus 로고
    • Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma
    • 10.1002/cncr.27628 1:CAS:528:DC%2BC38XhsFCjsLrM 22605513 3532613
    • Lenehan PF, Boardman LA, Riegert-Johnson D, De Petris G, Fry DW, Ohrnberger J, Heyman ER, Gerard B, Almal AA, Worzel WP. Generation and external validation of a tumor-derived 5-gene prognostic signature for recurrence of lymph node-negative, invasive colorectal carcinoma. Cancer. 2012;118(21):5234-524. doi: 10.1002/cncr.27628.
    • (2012) Cancer , vol.118 , Issue.21 , pp. 5234-5524
    • Lenehan, P.F.1    Boardman, L.A.2    Riegert-Johnson, D.3    De Petris, G.4    Fry, D.W.5    Ohrnberger, J.6    Heyman, E.R.7    Gerard, B.8    Almal, A.A.9    Worzel, W.P.10


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