Baseline PET/CT imaging parameters for prediction of treatment outcome in Hodgkin and diffuse large B cell lymphoma: a systematic review

被引:59
作者
Frood, R. [1 ,2 ]
Burton, C. [3 ]
Tsoumpas, C. [4 ]
Frangi, A. F. [4 ,5 ,6 ,7 ]
Gleeson, F. [8 ]
Patel, C. [1 ]
Scarsbrook, A. [1 ,2 ]
机构
[1] Leeds Teaching Hosp NHS Trust, Dept Nucl Med, Leeds, W Yorkshire, England
[2] Univ Leeds, Leeds Inst Hlth Res, Leeds, W Yorkshire, England
[3] Leeds Teaching Hosp NHS Trust, Dept Haematol, Leeds, W Yorkshire, England
[4] Univ Leeds, Leeds Inst Cardiovasc & Metab Med, Leeds, W Yorkshire, England
[5] Univ Leeds, Ctr Computat Imaging & Simulat Technol Biomed CIS, Sch Comp, Leeds, W Yorkshire, England
[6] Univ Leeds, Sch Med, Leeds, W Yorkshire, England
[7] Katholieke Univ Leuven, Univ Hosp Gasthuisberg, Med Imaging Res Ctr MIRC, Leuven, Belgium
[8] Oxford Univ Hosp NHS Fdn Trust, Dept Radiol, Oxford, England
基金
“创新英国”项目;
关键词
Diffuse large B-cell lymphoma; Hodgkin lymphoma; PET-CT; Outcome prediction; Radiomics; METABOLIC TUMOR VOLUME; EMISSION TOMOGRAPHY/COMPUTED TOMOGRAPHY; PROGRESSION-FREE SURVIVAL; TOTAL LESION GLYCOLYSIS; INTERNATIONAL PROGNOSTIC INDEX; QUANTIZATION PARAMETERS; F-18-FDG PET/CT; INTERIM; HETEROGENEITY; EXPERIENCE;
D O I
10.1007/s00259-021-05233-2
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
Purpose To systematically review the literature evaluating clinical utility of imaging metrics derived from baseline fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography (PET/CT) for prediction of progression-free (PFS) and overall survival (OS) in patients with classical Hodgkin lymphoma (HL) and diffuse large B cell lymphoma (DLBCL). Methods A search of MEDLINE/PubMed, Web of Science, Cochrane, Scopus and clinicaltrials.gov databases was undertaken for articles evaluating PET/CT imaging metrics as outcome predictors in HL and DLBCL. PRISMA guidelines were followed. Risk of bias was assessed using the Quality in Prognosis Studies (QUIPS) tool. Results Forty-one articles were included (31 DLBCL, 10 HL). Significant predictive ability was reported in 5/20 DLBCL studies assessing SUVmax (PFS: HR 0.13-7.35, OS: HR 0.83-11.23), 17/19 assessing metabolic tumour volume (MTV) (PFS: HR 2.09-11.20, OS: HR 2.40-10.32) and 10/13 assessing total lesion glycolysis (TLG) (PFS: HR 1.078-11.21, OS: HR 2.40-4.82). Significant predictive ability was reported in 1/4 HL studies assessing SUVmax (HR not reported), 6/8 assessing MTV (PFS: HR 1.2-10.71, OS: HR 1.00-13.20) and 2/3 assessing TLG (HR not reported). There are 7/41 studies assessing the use of radiomics (4 DLBCL, 2 HL); 5/41 studies had internal validation and 2/41 included external validation. All studies had overall moderate or high risk of bias. Conclusion Most studies are retrospective, underpowered, heterogenous in their methodology and lack external validation of described models. Further work in protocol harmonisation, automated segmentation techniques and optimum performance cut-off is required to develop robust methodologies amenable for clinical utility.
引用
收藏
页码:3198 / 3220
页数:23
相关论文
共 57 条
[1]   Prognostic superiority of the National Comprehensive Cancer Network International Prognostic Index over pretreatment whole-body volumetric-metabolic FDG-PET/CT metrics in diffuse large B-cell lymphoma [J].
Adams, Hugo J. A. ;
de Klerk, John M. H. ;
Fijnheer, Rob ;
Heggelman, Ben G. F. ;
Dubois, Stefan V. ;
Nievelstein, Rutger A. J. ;
Kwee, Thomas C. .
EUROPEAN JOURNAL OF HAEMATOLOGY, 2015, 94 (06) :532-539
[2]   A Systematic Review of the Factors Affecting Accuracy of SUV Measurements [J].
Adams, Michael C. ;
Turkington, Timothy G. ;
Wilson, Joshua M. ;
Wong, Terence Z. .
AMERICAN JOURNAL OF ROENTGENOLOGY, 2010, 195 (02) :310-320
[3]   Baseline 18F-FDG PET radiomic features as predictors of 2-year event-free survival in diffuse large B cell lymphomas treated with immunochemotherapy [J].
Aide, Nicolas ;
Fruchart, Christophe ;
Nganoa, Catherine ;
Gac, Anne-Claire ;
Lasnon, Charline .
EUROPEAN RADIOLOGY, 2020, 30 (08) :4623-4632
[4]   Diagnostic and prognostic value of baseline FDG PET/CT skeletal textural features in diffuse large B cell lymphoma [J].
Aide, Nicolas ;
Talbot, Marjolaine ;
Fruchart, Christophe ;
Damaj, Gandhi ;
Lasnon, Charline .
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2018, 45 (05) :699-711
[5]   Reclassifying patients with early-stage Hodgkin lymphoma based on functional radiographic markers at presentation [J].
Akhtari, Mani ;
Milgrom, Sarah A. ;
Pinnix, Chelsea C. ;
Reddy, Jay P. ;
Dong, Wenli ;
Smith, Grace L. ;
Mawlawi, Osama ;
Abou Yehia, Zeinab ;
Gunther, Jillian ;
Osborne, Eleanor M. ;
Andraos, Therese Y. ;
Wogan, Christine F. ;
Rohren, Eric ;
Garg, Naveen ;
Chuang, Hubert ;
Khoury, Joseph D. ;
Oki, Yasuhiro ;
Fanale, Michelle ;
Dabaja, Bouthaina S. .
BLOOD, 2018, 131 (01) :84-94
[6]   Prognostic role of baseline 18F-FDG PET/CT metabolic parameters in elderly HL: a two-center experience in 123 patients [J].
Albano, Domenico ;
Mazzoletti, Angelica ;
Spallino, Marianna ;
Muzi, Cristina ;
Zilioli, Vittorio Ruggiero ;
Pagani, Chiara ;
Tucci, Alessandra ;
Rossetti, Claudio ;
Giubbini, Raffaele ;
Bertagna, Francesco .
ANNALS OF HEMATOLOGY, 2020, 99 (06) :1321-1330
[7]   The Significance of PET/CT in the Initial Staging of Hodgkin Lymphoma: Experience Outside Clinical Trials [J].
Angelopoulou, Maria K. ;
Mosa, Eftychia ;
Pangalis, Gerassimos A. ;
Rondogianni, Phoivi ;
Chatziioannou, Sofia ;
Prassopoulos, Vassilios ;
Moschogianni, Maria ;
Tsirkinidis, Pantelis ;
Asimakopoulos, John V. ;
Konstantinou, Iliana ;
Tsourouflis, Gerasimos ;
Sachanas, Sotirios ;
Yiakoumis, Xanthi ;
Boutsikas, George ;
Arapaki, Maria ;
Gainaru, Gabriella ;
Kyrtsonis, Marie-Christine ;
Siakantaris, Marina P. ;
Datseris, Ioannis ;
Panayiotidis, Panagiotis ;
Konstantopoulos, Kostas ;
Vassilakopoulos, Theodoros P. .
ANTICANCER RESEARCH, 2017, 37 (10) :5727-5736
[8]   Non-Hodgkin lymphoma [J].
Armitage, James O. ;
Gascoyne, Randy D. ;
Lunning, Matthew A. ;
Cavalli, Franco .
LANCET, 2017, 390 (10091) :298-310
[9]   Time to Prepare for Risk Adaptation in Lymphoma by Standardizing Measurement of Metabolic Tumor Burden [J].
Barrington, Sally E. ;
Meignan, Michel .
JOURNAL OF NUCLEAR MEDICINE, 2019, 60 (08) :1096-1102
[10]   Optimizing Workflows for Fast and Reliable Metabolic Tumor Volume Measurements in Diffuse Large B Cell Lymphoma [J].
Burggraaff, Coreline N. ;
Rahman, Fareen ;
Kassner, Isabelle ;
Pieplenbosch, Simone ;
Barrington, Sally F. ;
Jauw, Yvonne W. S. ;
Zwezerijnen, Gerben J. C. ;
Mueller, Stefan ;
Hoekstra, Otto S. ;
Zijlstra, Josee M. ;
De Vet, Henrica C. W. ;
Boellaard, Ronald .
MOLECULAR IMAGING AND BIOLOGY, 2020, 22 (04) :1102-1110