Evaluation of limited blood sampling population input approaches for kinetic quantification of [18F]fluorothymidine PET data

被引:13
作者
Contractor, Kaiyumars B. [1 ]
Kenny, Laura M. [1 ]
Coombes, Charles R. [1 ]
Turkheimer, Federico E. [2 ]
Aboagye, Eric O. [1 ,3 ]
Rosso, Lula [2 ]
机构
[1] Hammersmith Hosp, Imperial Coll Healthcare NHS Trust, Dept Surg & Canc, London, England
[2] Univ London Imperial Coll Sci Technol & Med, Dept Neurosci, London, England
[3] Hammersmith Hosp, Imperial Coll Sch Med, Ctr Clin Sci, London W12 0NN, England
基金
英国医学研究理事会;
关键词
FLT; Kinetic modelling; Input function; Quantification; Tumour proliferation;
D O I
10.1186/2191-219X-2-11
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Quantification of kinetic parameters of positron emission tomography (PET) imaging agents normally requires collecting arterial blood samples which is inconvenient for patients and difficult to implement in routine clinical practice. The aim of this study was to investigate whether a population-based input function (POP-IF) reliant on only a few individual discrete samples allows accurate estimates of tumour proliferation using [F-18]fluorothymidine (FLT). Methods: Thirty-six historical FLT-PET data with concurrent arterial sampling were available for this study. A population average of baseline scans blood data was constructed using leave-one-out cross-validation for each scan and used in conjunction with individual blood samples. Three limited sampling protocols were investigated including, respectively, only seven (POP-IF7), five (POP-IF5) and three (POP-IF3) discrete samples of the historical dataset. Additionally, using the three-point protocol, we derived a POP-IF3M, the only input function which was not corrected for the fraction of radiolabelled metabolites present in blood. The kinetic parameter for net FLT retention at steady state, K-i, was derived using the modified Patlak plot and compared with the original full arterial set for validation. Results: Small percentage differences in the area under the curve between all the POP-IFs and full arterial sampling IF was found over 60 min (4.2%-5.7%), while there were, as expected, larger differences in the peak position and peak height. A high correlation between K-i values calculated using the original arterial input function and all the population-derived IFs was observed (R-2 = 0.85-0.98). The population-based input showed good intra-subject reproducibility of K-i values (R-2 = 0.81-0.94) and good correlation (R-2 = 0.60-0.85) with Ki-67. Conclusions: Input functions generated using these simplified protocols over scan duration of 60 min estimate net PET-FLT retention with reasonable accuracy.
引用
收藏
页码:1 / 8
页数:8
相关论文
共 27 条
[1]   Parametrically defined cerebral blood vessels as non-invasive blood input functions for brain PET studies [J].
Asselin, MC ;
Cunningham, VJ ;
Amano, S ;
Gunn, RN ;
Nahmias, C .
PHYSICS IN MEDICINE AND BIOLOGY, 2004, 49 (06) :1033-1054
[2]   Noninvasive quantification of 18F-FLT human brain PET for the assessment of tumour proliferation in patients with high-grade glioma [J].
Backes, Heiko ;
Ullrich, Roland ;
Neumaier, Bernd ;
Kracht, Lutz ;
Wienhard, Klaus ;
Jacobs, Andreas H. .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2009, 36 (12) :1960-1967
[3]   Kinetic modeling of PET data without blood sampling [J].
Bentourkia, M .
IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 2005, 52 (03) :697-702
[4]  
Buck AK, 2003, J NUCL MED, V44, P1426
[5]   Molecular Imaging of proliferation in malignant lymphoma [J].
Buck, Andreas K. ;
Bommer, Martin ;
Stilgenbauer, Stephan ;
Juweid, Malik ;
Glatting, Gerhard ;
Schirrmeister, Holger ;
Mattfeldt, Torsten ;
Tepsic, Djurdja ;
Bunjes, Donald ;
Mottaghy, Felix M. ;
Krause, Bernd J. ;
Neumaier, Bernd ;
Doehner, Hartmut ;
Moeller, Peter ;
Reske, Sven N. .
CANCER RESEARCH, 2006, 66 (22) :11055-11061
[6]   An interior trust region approach for nonlinear minimization subject to bounds [J].
Coleman, TF ;
Li, YY .
SIAM JOURNAL ON OPTIMIZATION, 1996, 6 (02) :418-445
[7]   Non-invasive assessment of skeletal kinetics using fluorine-18 fluoride positron emission tomography: evaluation of image and population-derived arterial input functions [J].
Cook, GJR ;
Lodge, MA ;
Marsden, PK ;
Dynes, A ;
Fogelman, I .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE, 1999, 26 (11) :1424-1429
[8]   Reproducibility of quantitative 18F-3'-deoxy-3'-fluorothymidine measurements using positron emission tomography [J].
de Langen, Adrianus J. ;
Klabbers, Bianca ;
Lubberink, Mark ;
Boellaard, Ronald ;
Spreeuwenberg, Marieke D. ;
Slotman, Ben J. ;
de Bree, Remco ;
Smit, Egbert F. ;
Hoekstra, Otto S. ;
Lammertsma, Adriaan A. .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2009, 36 (03) :389-395
[9]  
Eberl S, 1997, EUR J NUCL MED, V24, P299, DOI 10.1007/s002590050056
[10]  
GERMANO G, 1992, J NUCL MED, V33, P613