Association of tumor growth rates with molecular biomarker status: a longitudinal study of high-grade glioma

被引:10
作者
Fan, Ziwen [1 ]
Liu, Yukun [1 ]
Li, Shaowu [2 ]
Liu, Xing [3 ]
Jiang, Tao [1 ,4 ]
Wang, Yinyan [1 ,4 ]
Wang, Lei [1 ]
机构
[1] Capital Med Univ, Beijing Tiantan Hosp, Dept Neurosurg, Beijing 100070, Peoples R China
[2] Capital Med Univ, Beijing Tiantan Hosp, Dept Neuroradiol, Beijing 100070, Peoples R China
[3] Capital Med Univ, Beijing Tiantan Hosp, Dept Pathol, Beijing 100070, Peoples R China
[4] Capital Med Univ, Beijing Neurosurg Inst, Beijing 100070, Peoples R China
来源
AGING-US | 2020年 / 12卷 / 09期
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
volumetric MRI; high-grade gliomas; tumor growth rate; molecular biomarkers; IDH1; TERT PROMOTER MUTATIONS; ANAPLASTIC GLIOMAS; IDH1/2; MUTATION; MUTANT; CLASSIFICATION; DYNAMICS; SURVIVAL; PROLIFERATION; GLIOBLASTOMA; MANAGEMENT;
D O I
10.18632/aging.103110
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
To determine the association of molecular biomarkers with tumor growth in patients with high-grade gliomas (HGGs), the tumor growth rates and molecular biomarker status in 109 patients with HGGs were evaluated. Mean tumor diameter was assessed on at least two pre-surgical T-2-weighted and contrast-enhancement T-1-weighted magnetic resonance images (MRIs). Tumor growth rates were calculated based on tumor volume and diameter using various methods. The association of biomarkers with increased or decreased tumor growth was calculated using linear mixed-effects models. HGGs exhibited rapid growth rates, with an equivalent volume doubling time of 63.4 days and an equivalent velocity of diameter expansion of 51.6 mm/year. The WHO grade was an independent clinical factor of eVDEs. TERT promoter mutation C250T and MGMT promoter methylation was significantly associated with tumor growth in univariable analysis but not in multivariable analysis. Molecular groups of IDH1, TERT, and 1p/19q and IDH1 and MGMT were independently associated with tumor growth. In addition, tumor enhanced area had a faster growth rate than a tumor entity in incomplete enhanced HGGs (p = 0.006). Our findings provide crucial information for the prediction of preoperative tumor growth in HGGs, and aided in the decision making for aggressive resection and adjuvant treatment strategies.
引用
收藏
页码:7908 / 7926
页数:19
相关论文
共 42 条
[1]   High-resolution CT findings of diffuse bronchioloalveolar carcinoma in 38 patients [J].
Akira, M ;
Atagi, S ;
Kawahara, M ;
Iuchi, K ;
Johkoh, T .
AMERICAN JOURNAL OF ROENTGENOLOGY, 1999, 173 (06) :1623-1629
[2]   Modeling longitudinal imaging biomarkers with parametric Bayesian multi-task learning [J].
Aksman, Leon M. ;
Scelsi, Marzia A. ;
Marquand, Andre F. ;
Alexander, Daniel C. ;
Ourselin, Sebastien ;
Altmann, Andre .
HUMAN BRAIN MAPPING, 2019, 40 (13) :3982-4000
[3]   Upregulating mutations in the TERT promoter commonly occur in adult malignant gliomas and are strongly associated with total 1p19q loss [J].
Arita, Hideyuki ;
Narita, Yoshitaka ;
Fukushima, Shintaro ;
Tateishi, Kensuke ;
Matsushita, Yuko ;
Yoshida, Akihiko ;
Miyakita, Yasuji ;
Ohno, Makoto ;
Collins, V. Peter ;
Kawahara, Nobutaka ;
Shibui, Soichiro ;
Ichimura, Koichi .
ACTA NEUROPATHOLOGICA, 2013, 126 (02) :267-276
[4]   Modeling the growth dynamics of glioblastoma using magnetic resonance imaging [J].
Badve, Chaitra ;
Sloan, Andrew E. .
NEURO-ONCOLOGY, 2015, 17 (10) :1307-1308
[5]   Phenomenological modeling of tumor diameter growth based on a mixed effects model [J].
Bastogne, T. ;
Samson, A. ;
Vallois, P. ;
Wantz-Mezieres, S. ;
Pinel, S. ;
Bechet, D. ;
Barberi-Heyob, M. .
JOURNAL OF THEORETICAL BIOLOGY, 2010, 262 (03) :544-552
[6]   Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models [J].
Bernal-Rusiel, Jorge L. ;
Greve, Douglas N. ;
Reuter, Martin ;
Fischl, Bruce ;
Sabuncu, Mert R. .
NEUROIMAGE, 2013, 66 :249-260
[7]   Physiologic and metabolic magnetic resonance imaging in gliomas [J].
Cao, Y ;
Sundgren, PC ;
Tsien, CI ;
Chenevert, TT ;
Junck, L .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (08) :1228-1235
[8]   Clinical prognostic value of isocitrate dehydrogenase mutation, O-6-methylguanine-DNA methyltransferase promoter methylation, and 1p19q co-deletion in glioma patients [J].
Chen, Xi ;
Yan, Yuanliang ;
Zhou, Jianhua ;
Huo, Lei ;
Qian, Long ;
Zeng, Shuangshuang ;
Li, Zhi ;
Wei, Jie ;
Xu, Zhijie ;
Gong, Zhicheng .
ANNALS OF TRANSLATIONAL MEDICINE, 2019, 7 (20)
[9]   Matrix metalloproteinases and tumor metastasis [J].
Deryugina, EI ;
Quigley, JP .
CANCER AND METASTASIS REVIEWS, 2006, 25 (01) :9-34
[10]   Glioma Groups Based on 1p/19q, IDH, and TERT Promoter Mutations in Tumors [J].
Eckel-Passow, Jeanette E. ;
Lachance, Daniel H. ;
Molinaro, Annette M. ;
Walsh, Kyle M. ;
Decker, Paul A. ;
Sicotte, Hugues ;
Pekmezci, Melike ;
Rice, Terri ;
Kosel, Matt L. ;
Smirnov, Ivan V. ;
Sarkar, Gobinda ;
Caron, Alissa A. ;
Kollmeyer, Thomas M. ;
Praska, Corinne E. ;
Chada, Anisha R. ;
Halder, Chandralekha ;
Hansen, Helen M. ;
Mccoy, Lucie S. ;
Bracci, Paige M. ;
Marshall, Roxanne ;
Zheng, Shichun ;
Reis, Gerald F. ;
Pico, Alexander R. ;
O'Neill, Brian P. ;
Buckner, Jan C. ;
Giannini, Caterina ;
Huse, Jason T. ;
Perry, Arie ;
Tihan, Tarik ;
Berger, Mitchell S. ;
Chang, Susan M. ;
Prados, Michael D. ;
Wiemels, Joseph ;
Wiencke, John K. ;
Wrensch, Margaret R. ;
Jenkins, Robert B. .
NEW ENGLAND JOURNAL OF MEDICINE, 2015, 372 (26) :2499-2508