Alterations of LKB1 and KRAS and risk of brain metastasis: Comprehensive characterization by mutation analysis, copy number, and gene expression in non-small-cell lung carcinoma

被引:91
作者
Zhao, Ni [1 ,2 ]
Wilkerson, Matthew D. [9 ]
Shah, Usman [3 ]
Yin, Xiaoying [1 ]
Wang, Anyou [1 ]
Hayward, Michele C. [1 ]
Roberts, Patrick [1 ]
Lee, Carrie B. [1 ,4 ]
Parsons, Alden M. [5 ]
Thorne, Leigh B. [1 ,6 ]
Haithcock, Benjamin E. [5 ]
Grilley-Olson, Juneko E. [1 ,4 ]
Stinchcombe, Thomas E. [1 ,4 ]
Funkhouser, William K. [1 ,6 ]
Wong, Kwok-Kin [7 ]
Sharpless, Norman E. [1 ,4 ,8 ]
Hayes, D. Neil [1 ,4 ]
机构
[1] Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USA
[2] Univ N Carolina, Gilling Sch Global Publ Hlth, Dept Biostat, Chapel Hill, NC 27599 USA
[3] Lehigh Valley Hlth Network, Div Hematol Oncol, Dept Med, Allentown, PA USA
[4] Univ N Carolina, Multidisciplinary Thorac Oncol Program, Div Hematol Oncol, Dept Internal Med, Chapel Hill, NC 27599 USA
[5] Univ N Carolina, Div Cardiothorac Surg, Dept Surg, Chapel Hill, NC 27599 USA
[6] Univ N Carolina, UNC Sch Med, Dept Pathol & Lab Med, Chapel Hill, NC 27599 USA
[7] Harvard Univ, Sch Med, Dept Med, Dana Farber Canc Inst, Cambridge, MA 02138 USA
[8] Univ N Carolina, Sch Med, Dept Genet, Chapel Hill, NC 27599 USA
[9] Univ N Carolina, Sch Med, Dept Genet, Chapel Hill, NC 27599 USA
关键词
NSCLC; Brain Metastasis; Prognostic model; LKB1; KRAS; PROPHYLACTIC CRANIAL IRRADIATION; FOLLOW-UP; SOMATIC MUTATIONS; LKB1/STK11; GENE; BREAST-CANCER; INACTIVATION; ADENOCARCINOMA; TRIALS;
D O I
10.1016/j.lungcan.2014.08.013
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Background: Brain metastases are one of the most malignant complications of lung cancer and constitute a significant cause of cancer related morbidity and mortality worldwide. Recent years of investigation suggested a role of LKB1 in NSCLC development and progression, in synergy with KRAS alteration. In this study, we systematically analyzed how LKB1 and KRAS alteration, measured by mutation, gene expression (GE) and copy number (CN), are associated with brain metastasis in NSCLC. Materials and methods: Patients treated at University of North Carolina Hospital from 1990 to 2009 with NSCLC provided frozen, surgically extracted tumors for analysis. GE was measured using Agilent 44,000 custom-designed arrays, CN was assessed by Affymetrix GeneChip Human Mapping 250K Sty Array or the Genome-Wide Human SNP Array 6.0 and gene mutation was detected using ABI sequencing. Integrated analysis was conducted to assess the relationship between these genetic markers and brain metastasis. A model was proposed for brain metastasis prediction using these genetic measurements. Results: 17 of the 174 patients developed brain metastasis. LKB1 wild type tumors had significantly higher LKB1 CN (p < 0.001) and GE (p = 0.002) than the LKB1 mutant group. KRAS wild type tumors had significantly lower KR/IS GE (p<0.001) and lower CN, although the latter failed to be significant (p = 0.295). Lower LKB1 CN (p = 0.039) and KRAS mutation (p = 0.007) were significantly associated with more brain metastasis. The predictive model based on nodal (N) stage, patient age, LKB1 CN and KRAS mutation had a good prediction accuracy, with area under the ROC curve of 0.832 (p < 0.001). Conclusion: LKB1 CN in combination with KRAS mutation predicted brain metastasis in NSCLC. (C) 2014 The Authors. Published by Elsevier Ireland Ltd.
引用
收藏
页码:255 / 261
页数:7
相关论文
共 35 条
[1]
The elderly with synchronous non-small cell lung cancer and solitary brain metastasis: Does palliative thoracic radiotherapy have a useful role? [J].
Ampil, Federico ;
Caldito, Gloria ;
Milligan, Shawn ;
Mills, Glenn ;
Nanda, Anil .
LUNG CANCER, 2007, 57 (01) :60-65
[2]
K-ras mutations in non-small-cell lung carcinoma:: A review [J].
Aviel-Ronen, Sarit ;
Blackhall, Fiona H. ;
Shepherd, Frances A. ;
Tsao, Ming-Sound .
CLINICAL LUNG CANCER, 2006, 8 (01) :30-38
[3]
A single-sample method for normalizing and combining full-resolution copy numbers from multiple platforms, labs and analysis methods [J].
Bengtsson, Henrik ;
Ray, Amrita ;
Spellman, Paul ;
Speed, Terence P. .
BIOINFORMATICS, 2009, 25 (07) :861-867
[4]
Bignell GR, 1998, CANCER RES, V58, P1384
[5]
COX JD, 1979, AM REV RESPIR DIS, V120, P1025
[6]
Somatic mutations affect key pathways in lung adenocarcinoma [J].
Ding, Li ;
Getz, Gad ;
Wheeler, David A. ;
Mardis, Elaine R. ;
McLellan, Michael D. ;
Cibulskis, Kristian ;
Sougnez, Carrie ;
Greulich, Heidi ;
Muzny, Donna M. ;
Morgan, Margaret B. ;
Fulton, Lucinda ;
Fulton, Robert S. ;
Zhang, Qunyuan ;
Wendl, Michael C. ;
Lawrence, Michael S. ;
Larson, David E. ;
Chen, Ken ;
Dooling, David J. ;
Sabo, Aniko ;
Hawes, Alicia C. ;
Shen, Hua ;
Jhangiani, Shalini N. ;
Lewis, Lora R. ;
Hall, Otis ;
Zhu, Yiming ;
Mathew, Tittu ;
Ren, Yanru ;
Yao, Jiqiang ;
Scherer, Steven E. ;
Clerc, Kerstin ;
Metcalf, Ginger A. ;
Ng, Brian ;
Milosavljevic, Aleksandar ;
Gonzalez-Garay, Manuel L. ;
Osborne, John R. ;
Meyer, Rick ;
Shi, Xiaoqi ;
Tang, Yuzhu ;
Koboldt, Daniel C. ;
Lin, Ling ;
Abbott, Rachel ;
Miner, Tracie L. ;
Pohl, Craig ;
Fewell, Ginger ;
Haipek, Carrie ;
Schmidt, Heather ;
Dunford-Shore, Brian H. ;
Kraja, Aldi ;
Crosby, Seth D. ;
Sawyer, Christopher S. .
NATURE, 2008, 455 (7216) :1069-1075
[7]
Doebele RC, 2014, CANCER, V118, P4502
[8]
The biology of brain metastases-translation to new therapies [J].
Eichler, April F. ;
Chung, Euiheon ;
Kodack, David P. ;
Loeffler, Jay S. ;
Fukumura, Dai ;
Jain, Rakesh K. .
NATURE REVIEWS CLINICAL ONCOLOGY, 2011, 8 (06) :344-356
[9]
Epigenetic inactivation of LKB1 in primary tumors associated with the Peutz-Jeghers syndrome [J].
Esteller, M ;
Avizienyte, E ;
Corn, PG ;
Lothe, RA ;
Baylin, SB ;
Aaltonen, LA ;
Herman, JG .
ONCOGENE, 2000, 19 (01) :164-168
[10]
INTRACRANIAL RECURRENCE OF CARCINOMA AFTER COMPLETE SURGICAL RESECTION OF STAGE-I, STAGE-II, AND STAGE-III NON-SMALL-CELL LUNG-CANCER [J].
FIGLIN, RA ;
PIANTADOSI, S ;
FELD, R .
NEW ENGLAND JOURNAL OF MEDICINE, 1988, 318 (20) :1300-1305