Molecular Imaging Biomarkers of Resistance to Radiation Therapy for Spontaneous Nasal Tumors in Canines

被引:20
作者
Bradshaw, Tyler J. [1 ]
Bowen, Stephen R. [2 ,3 ]
Deveau, Michael A. [4 ]
Kubicek, Lyndsay [5 ]
White, Pamela [6 ]
Bentzen, Soren M. [7 ,8 ]
Chappell, Richard J. [9 ]
Forrest, Lisa J. [6 ]
Jeraj, Robert [1 ,10 ]
机构
[1] Univ Wisconsin, Dept Med Phys, Sch Med & Publ Hlth, Madison, WI 53705 USA
[2] Univ Washington, Dept Radiat Oncol, Seattle, WA 98195 USA
[3] Univ Washington, Dept Radiol, Seattle, WA 98195 USA
[4] Texas A&M Univ, Dept Small Anim Clin Sci, College Stn, TX USA
[5] Angell Anim Med Ctr, Boston, MA USA
[6] Univ Wisconsin, Sch Vet Med, Dept Surg Sci, Madison, WI 53706 USA
[7] Univ Maryland, Greenebaum Canc Ctr, Div Biostat & Bioinformat, Baltimore, MD 21201 USA
[8] Univ Maryland, Sch Med, Dept Epidemiol & Publ Hlth, Baltimore, MD 21201 USA
[9] Univ Wisconsin, Sch Med & Publ Hlth, Dept Biostat & Med Informat, Madison, WI USA
[10] Univ Wisconsin, Dept Human Oncol, Sch Med & Publ Hlth, Madison, WI USA
来源
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS | 2015年 / 91卷 / 04期
基金
美国国家卫生研究院;
关键词
POSITRON-EMISSION-TOMOGRAPHY; CELL LUNG-CANCER; NECK-CANCER; CERVICAL-CANCER; IN-VIVO; RADIOTHERAPY; HEAD; HYPOXIA; CARCINOMA; PET;
D O I
10.1016/j.ijrobp.2014.12.011
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Imaging biomarkers of resistance to radiation therapy can inform and guide treatment management. Most studies have so far focused on assessing a single imaging biomarker. The goal of this study was to explore a number of different molecular imaging biomarkers as surrogates of resistance to radiation therapy. Methods and Materials: Twenty-two canine patients with spontaneous sinonasal tumors were treated with accelerated hypofractionated radiation therapy, receiving either 10 fractions of 4.2 Gy each or 10 fractions of 5.0 Gy each to the gross tumor volume. Patients underwent fluorodeoxyglucose (FDG)-, fluorothymidine (FLT)-, and Cu(II)diacetyl- bis(N4-methylthiosemicarbazone) (Cu-ATSM)-labeled positron emission tomography/computed tomography (PET/CT) imaging before therapy and FLT and Cu-ATSM PET/CT imaging during therapy. In addition to conventional maximum and mean standardized uptake values (SUVmax; SUVmean) measurements, imaging metrics providing response and spatiotemporal information were extracted for each patient. Progression-free survival was assessed according to response evaluation criteria in solid tumor. The prognostic value of each imaging biomarker was evaluated using univariable Cox proportional hazards regression. Multivariable analysis was also performed but was restricted to 2 predictor variables due to the limited number of patients. The best bivariable model was selected according to pseudo-R-2. Results: The following variables were significantly associated with poor clinical outcome following radiation therapy according to univariable analysis: tumor volume (P = .011), midtreatment FLT SUVmean (P = .018), and midtreatment FLT SUVmax (P = .006). Large decreases in FLT SUVmean from pretreatment to midtreatment were associated with worse clinical outcome (P = .013). In the bivariable model, the best 2-variable combination for predicting poor outcome was high midtreatment FLT SUVmax (P = .022) in combination with large FLT response from pretreatment to midtreatment (P = .041). Conclusions: In addition to tumor volume, pronounced tumor proliferative response quantified using FLT PET, especially when associated with high residual FLT PET at midtreatment, is a negative prognostic biomarker of outcome in canine tumors following radiation therapy. Neither FDG PET nor Cu-ATSM PET were predictive of outcome. (C) 2015 Elsevier Inc. All rights reserved.
引用
收藏
页码:787 / 795
页数:9
相关论文
共 47 条
[1]   PROGNOSTIC SIGNIFICANCE OF TUMOR HISTOLOGY AND COMPUTED TOMOGRAPHIC STAGING FOR RADIATION TREATMENT RESPONSE OF CANINE NASAL TUMORS [J].
Adams, William M. ;
Kleiter, Miriam M. ;
Thrall, Donald E. ;
Klauer, Julia M. ;
Forrest, Lisa J. ;
La Due, Tracy A. ;
Havighurst, Thomas C. .
VETERINARY RADIOLOGY & ULTRASOUND, 2009, 50 (03) :330-335
[2]   Prediction of outcome in head-and-neck cancer patients using the standardized uptake value of 2-[18F]fluoro-2-deoxy-D-glucose [J].
Allal, AS ;
Slosman, DO ;
Kebdani, T ;
Allaoua, M ;
Lehmann, W ;
Dulguerov, P .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2004, 59 (05) :1295-1300
[3]   Cu(II) bis(thiosemicarbazone) radiopharmaceutical binding to serum albumin: further definition of species dependence and associated substituent effects [J].
Basken, Nathan E. ;
Green, Mark A. .
NUCLEAR MEDICINE AND BIOLOGY, 2009, 36 (05) :495-504
[4]   The value of pretreatment cell kinetic parameters as predictors for radiotherapy outcome in head and neck cancer: a multicenter analysis [J].
Begg, AC ;
Haustermans, K ;
Hart, AAM ;
Dische, S ;
Saunders, M ;
Zackrisson, B ;
Gustaffson, H ;
Coucke, P ;
Paschoud, N ;
Hoyer, M ;
Overgaard, J ;
Antognoni, P ;
Richetti, A ;
Bourhis, J ;
Bartelink, H ;
Horiot, JC ;
Corvo, R ;
Giaretti, W ;
Awwad, H ;
Shouman, T ;
Jouffroy, T ;
Maciorowski, Z ;
Dobrowsky, W ;
Struikmans, H ;
Rutgers, D ;
Wilson, GD .
RADIOTHERAPY AND ONCOLOGY, 1999, 50 (01) :13-23
[5]   Personalized radiation therapy and biomarker-driven treatment strategies: a systematic review [J].
Bibault, Jean-Emmanuel ;
Fumagalli, Ingrid ;
Ferte, Charles ;
Chargari, Cyrus ;
Soria, Jean-Charles ;
Deutsch, Eric .
CANCER AND METASTASIS REVIEWS, 2013, 32 (3-4) :479-492
[6]   Biologic correlates of 18fluorodeoxyglucose uptake in human breast cancer measured by positron emission tomography [J].
Bos, R ;
van der Hoeven, JJM ;
van der Wall, E ;
van der Groep, P ;
van Diest, PJ ;
Comans, EFI ;
Joshi, U ;
Semenza, GL ;
Hoekstra, OS ;
Lammertsma, AA ;
Molthoff, CFM .
JOURNAL OF CLINICAL ONCOLOGY, 2002, 20 (02) :379-387
[7]   Spatiotemporal Stability of Cu-ATSM and FLT Positron Emission Tomography Distributions During Radiation Therapy [J].
Bradshaw, Tyler J. ;
Yip, Stephen ;
Jallow, Ngoneh ;
Forrest, Lisa J. ;
Jeraj, Robert .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2014, 89 (02) :399-405
[8]   Heterogeneity in Intratumor Correlations of 18F-FDG, 18F-FLT, and 61Cu-ATSM PET in Canine Sinonasal Tumors [J].
Bradshaw, Tyler J. ;
Bowen, Stephen R. ;
Jallow, Ngoneh ;
Forrest, Lisa J. ;
Jeraj, Robert .
JOURNAL OF NUCLEAR MEDICINE, 2013, 54 (11) :1931-1937
[9]   Locoregional Control of Non-Small Cell Lung Cancer in Relation to Automated Early Assessment of Tumor Regression on Cone Beam Computed Tomography [J].
Brink, Carsten ;
Bernchou, Uffe ;
Bertelsen, Anders ;
Hansen, Olfred ;
Schytte, Tine ;
Bentzen, Soren M. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2014, 89 (04) :916-923
[10]   Tumor hypoxia adversely affects the prognosis of carcinoma of the head and neck [J].
Brizel, DM ;
Sibley, GS ;
Prosnitz, LR ;
Scher, RL ;
Dewhirst, MW .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 1997, 38 (02) :285-289