18.02.2021 | Original Article Open Access
Wichtige Hinweise
The online version contains supplementary material available at https://doi.org/10.1007/s00259-021-05233-2.
This article is part of the Topical Collection on Oncology - General.
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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).
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.
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.
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.
Unsere Produktempfehlungen
Anzeige
1.
Zurück zum Zitat Shanbhag S, Ambinder RF. Hodgkin lymphoma: a review and update on recent progress. CA Cancer J Clin. 2018;68:116–32. PubMedCrossRefPubMedCentral Shanbhag S, Ambinder RF. Hodgkin lymphoma: a review and update on recent progress. CA Cancer J Clin. 2018;68:116–32.
PubMedCrossRefPubMedCentral
2.
Zurück zum Zitat SEER. SEER Cancer Statistics Review. 1975–2016. 2018. SEER. SEER Cancer Statistics Review. 1975–2016. 2018.
3.
Zurück zum Zitat Armitage JO, Gascoyne RD, Lunning MA, Cavalli F. Non-Hodgkin lymphoma. Lancet. 2017;390:298–310. PubMedCrossRefPubMedCentral Armitage JO, Gascoyne RD, Lunning MA, Cavalli F. Non-Hodgkin lymphoma. Lancet. 2017;390:298–310.
PubMedCrossRefPubMedCentral
4.
Zurück zum Zitat Horvat M, Zadnik V, Šetina TJ, Boltežar L, Goličnik JP, Novaković S, et al. Diffuse large B-cell lymphoma: 10 years’ real-world clinical experience with rituximab plus cyclophosphamide, doxorubicin, vincristine and prednisolone. Oncol Lett. 2018;15:3602–9. PubMedPubMedCentral Horvat M, Zadnik V, Šetina TJ, Boltežar L, Goličnik JP, Novaković S, et al. Diffuse large B-cell lymphoma: 10 years’ real-world clinical experience with rituximab plus cyclophosphamide, doxorubicin, vincristine and prednisolone. Oncol Lett. 2018;15:3602–9.
PubMedPubMedCentral
5.
Zurück zum Zitat El-Galaly TC, Gormsen LC, Hutchings M. PET/CT for staging; past, present, and future. Semin Nucl Med. 2018;48:4–16. PubMedCrossRefPubMedCentral El-Galaly TC, Gormsen LC, Hutchings M. PET/CT for staging; past, present, and future. Semin Nucl Med. 2018;48:4–16.
PubMedCrossRefPubMedCentral
6.
Zurück zum Zitat Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JPA, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. J Clin Epidemiol. 2009;62(10):e1–e34. CrossRef Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JPA, et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. J Clin Epidemiol. 2009;62(10):e1–e34.
CrossRef
7.
Zurück zum Zitat Hayden JA, van der Windt DA, Cartwright JL, Co P. Research and reporting methods annals of internal medicine assessing bias in studies of prognostic factors. Ann Intern Med. 2013;158:280–6. CrossRef Hayden JA, van der Windt DA, Cartwright JL, Co P. Research and reporting methods annals of internal medicine assessing bias in studies of prognostic factors. Ann Intern Med. 2013;158:280–6.
CrossRef
8.
Zurück zum Zitat Grooten WJA, Tseli E, Äng BO, Boersma K, Stålnacke B-M, Gerdle B, et al. Elaborating on the assessment of the risk of bias in prognostic studies in pain rehabilitation using QUIPS—aspects of interrater agreement. Diagn Progn Res. 2019;3:1–11. CrossRef Grooten WJA, Tseli E, Äng BO, Boersma K, Stålnacke B-M, Gerdle B, et al. Elaborating on the assessment of the risk of bias in prognostic studies in pain rehabilitation using QUIPS—aspects of interrater agreement. Diagn Progn Res. 2019;3:1–11.
CrossRef
9.
Zurück zum Zitat Adams HJA, de Klerk JMH, Fijnheer R, Heggelman BGF, Dubois SV, Nievelstein RAJ, et al. 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. Eur J Haematol. 2015;94:532–9. PubMedCrossRefPubMedCentral Adams HJA, de Klerk JMH, Fijnheer R, Heggelman BGF, Dubois SV, Nievelstein RAJ, et al. 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. Eur J Haematol. 2015;94:532–9.
PubMedCrossRefPubMedCentral
10.
Zurück zum Zitat Aide N, Fruchart C, Nganoa C, Gac A, Lasnon C. Baseline 18 F-FDG PET radiomic features as predictors of 2-year event-free survival in diffuse large B cell lymphomas treated with immunochemotherapy. Eur Radiol. 2020;30(8):4623–32. PubMedCrossRef Aide N, Fruchart C, Nganoa C, Gac A, Lasnon C. Baseline 18 F-FDG PET radiomic features as predictors of 2-year event-free survival in diffuse large B cell lymphomas treated with immunochemotherapy. Eur Radiol. 2020;30(8):4623–32.
PubMedCrossRef
11.
Zurück zum Zitat Aide N, Talbot M, Fruchart C, Damaj G, Lasnon C. Diagnostic and prognostic value of baseline FDG PET/CT skeletal textural features in diffuse large B cell lymphoma. Eur J Nucl Med Mol Imaging. 2018;45:699–711. PubMedCrossRefPubMedCentral Aide N, Talbot M, Fruchart C, Damaj G, Lasnon C. Diagnostic and prognostic value of baseline FDG PET/CT skeletal textural features in diffuse large B cell lymphoma. Eur J Nucl Med Mol Imaging. 2018;45:699–711.
PubMedCrossRefPubMedCentral
12.
Zurück zum Zitat Akhtari M, Milgrom SA, Pinnix CC, Reddy JP, Dong W, Smith GL, et al. Reclassifying patients with early-stage Hodgkin lymphoma based on functional radiographic markers at presentation. Blood. 2018;131:84–94. PubMedPubMedCentralCrossRef Akhtari M, Milgrom SA, Pinnix CC, Reddy JP, Dong W, Smith GL, et al. Reclassifying patients with early-stage Hodgkin lymphoma based on functional radiographic markers at presentation. Blood. 2018;131:84–94.
PubMedPubMedCentralCrossRef
13.
Zurück zum Zitat Albano D, Mazzoletti A, Spallino M, Muzi C, Zilioli VR, Pagani C, et al. Prognostic role of baseline 18F-FDG PET/CT metabolic parameters in elderly HL: a two-center experience in 123 patients. Ann Hematol. 2020;99:1321–30. PubMedCrossRef Albano D, Mazzoletti A, Spallino M, Muzi C, Zilioli VR, Pagani C, et al. Prognostic role of baseline 18F-FDG PET/CT metabolic parameters in elderly HL: a two-center experience in 123 patients. Ann Hematol. 2020;99:1321–30.
PubMedCrossRef
14.
Zurück zum Zitat Angelopoulou MK, Mosa E, Pangalis GA, Rondogianni P, Chatziioannou S, Prassopoulos V, et al. The significance of PET/CT in the initial staging of Hodgkin lymphoma: experience outside clinical trials. Anticancer Res. 2017;37:5727–36. PubMed Angelopoulou MK, Mosa E, Pangalis GA, Rondogianni P, Chatziioannou S, Prassopoulos V, et al. The significance of PET/CT in the initial staging of Hodgkin lymphoma: experience outside clinical trials. Anticancer Res. 2017;37:5727–36.
PubMed
15.
Zurück zum Zitat Capobianco N, Meignan MA, Cottereau A-S, Vercellino L, Sibille L, Spottiswoode B, et al. Deep learning FDG uptake classification enables total metabolic tumor volume estimation in diffuse large B-cell lymphoma. J Nucl Med. 2020;62:30–36. Capobianco N, Meignan MA, Cottereau A-S, Vercellino L, Sibille L, Spottiswoode B, et al. Deep learning FDG uptake classification enables total metabolic tumor volume estimation in diffuse large B-cell lymphoma. J Nucl Med. 2020;62:30–36.
16.
Zurück zum Zitat Ceriani L, Gritti G, Cascione L, Pirosa MC, Polino A, Ruberto T, et al. SAKK38/07 study: integration of baseline metabolic heterogeneity and metabolic tumor volume in DLBCL prognostic model. Blood Adv. 2020;4:1082–92. PubMedPubMedCentralCrossRef Ceriani L, Gritti G, Cascione L, Pirosa MC, Polino A, Ruberto T, et al. SAKK38/07 study: integration of baseline metabolic heterogeneity and metabolic tumor volume in DLBCL prognostic model. Blood Adv. 2020;4:1082–92.
PubMedPubMedCentralCrossRef
17.
Zurück zum Zitat Chang C-C, Cho S-F, Chuang Y-W, Lin C-Y, Chang S-M, Hsu W-L, et al. Prognostic significance of total metabolic tumor volume on 18F-fluorodeoxyglucose positron emission tomography/ computed tomography in patients with diffuse large B-cell lymphoma receiving rituximab-containing chemotherapy. Oncotarget. 2017;8:99587–600. PubMedPubMedCentralCrossRef Chang C-C, Cho S-F, Chuang Y-W, Lin C-Y, Chang S-M, Hsu W-L, et al. Prognostic significance of total metabolic tumor volume on 18F-fluorodeoxyglucose positron emission tomography/ computed tomography in patients with diffuse large B-cell lymphoma receiving rituximab-containing chemotherapy. Oncotarget. 2017;8:99587–600.
PubMedPubMedCentralCrossRef
18.
Zurück zum Zitat Chang C, Cho S, Tu H, Lin C, Chuang Y, Chang S, et al. Tumor and bone marrow uptakes on [18F] fluorodeoxyglucose positron emission tomography/computed tomography predict prognosis in patients with diffuse large B-cell lymphoma receiving rituximab-containing chemotherapy. Med. 2017;96(45):e8655. CrossRef Chang C, Cho S, Tu H, Lin C, Chuang Y, Chang S, et al. Tumor and bone marrow uptakes on [18F] fluorodeoxyglucose positron emission tomography/computed tomography predict prognosis in patients with diffuse large B-cell lymphoma receiving rituximab-containing chemotherapy. Med. 2017;96(45):e8655.
CrossRef
19.
Zurück zum Zitat Chihara D, Oki Y, Onoda H, Taji H, Yamamoto K, Tamaki T, et al. High maximum standard uptake value (SUVmax) on PET scan is associated with shorter survival in patients with diffuse large B cell lymphoma. Int J Hematol. 2011;93:502–8. PubMedCrossRef Chihara D, Oki Y, Onoda H, Taji H, Yamamoto K, Tamaki T, et al. High maximum standard uptake value (SUVmax) on PET scan is associated with shorter survival in patients with diffuse large B cell lymphoma. Int J Hematol. 2011;93:502–8.
PubMedCrossRef
20.
Zurück zum Zitat Cottereau AS, Nioche C, Dirand AS, Clerc J, Morschhauser F, Casasnovas O, et al. 18F-FDG PET dissemination features in diffuse large B-cell lymphoma are predictive of outcome. J Nucl Med. 2020;61:40–5. PubMedPubMedCentralCrossRef Cottereau AS, Nioche C, Dirand AS, Clerc J, Morschhauser F, Casasnovas O, et al. 18F-FDG PET dissemination features in diffuse large B-cell lymphoma are predictive of outcome. J Nucl Med. 2020;61:40–5.
PubMedPubMedCentralCrossRef
21.
Zurück zum Zitat Cottereau AS, Versari A, Loft A, Casasnovas O, Bellei M, Ricci R, et al. Prognostic value of baseline metabolic tumor volume in early-stage Hodgkin lymphoma in the standard arm of the H10 trial. Blood. 2018;131:1456–63. PubMedCrossRef Cottereau AS, Versari A, Loft A, Casasnovas O, Bellei M, Ricci R, et al. Prognostic value of baseline metabolic tumor volume in early-stage Hodgkin lymphoma in the standard arm of the H10 trial. Blood. 2018;131:1456–63.
PubMedCrossRef
22.
Zurück zum Zitat Cottereau AS, Lanic H, Mareschal S, Meignan M, Vera P, Tilly H, et al. Molecular profile and FDG-PET/CT Total metabolic tumor volume improve risk classification at diagnosis for patients with diffuse large B-cell lymphoma. Clin Cancer Res. 2016;22:3801–9. PubMedCrossRef Cottereau AS, Lanic H, Mareschal S, Meignan M, Vera P, Tilly H, et al. Molecular profile and FDG-PET/CT Total metabolic tumor volume improve risk classification at diagnosis for patients with diffuse large B-cell lymphoma. Clin Cancer Res. 2016;22:3801–9.
PubMedCrossRef
23.
Zurück zum Zitat Decazes P, Becker S, Toledano MN, Vera P, Desbordes P, Jardin F, et al. Tumor fragmentation estimated by volume surface ratio of tumors measured on 18F-FDG PET/CT is an independent prognostic factor of diffuse large B-cell lymphoma. Eur J Nucl Med Mol Imaging. 2018;45:1672–9. PubMedCrossRef Decazes P, Becker S, Toledano MN, Vera P, Desbordes P, Jardin F, et al. Tumor fragmentation estimated by volume surface ratio of tumors measured on 18F-FDG PET/CT is an independent prognostic factor of diffuse large B-cell lymphoma. Eur J Nucl Med Mol Imaging. 2018;45:1672–9.
PubMedCrossRef
24.
Zurück zum Zitat Esfahani SA, Heidari P, Halpern EF, Hochberg EP, Palmer EL, Mahmood U. Baseline total lesion glycolysis measured with (18)F-FDG PET/CT as a predictor of progression-free survival in diffuse large B-cell lymphoma: a pilot study. Am J Nucl Med Mol Imaging. 2013;3:272–81. PubMedPubMedCentral Esfahani SA, Heidari P, Halpern EF, Hochberg EP, Palmer EL, Mahmood U. Baseline total lesion glycolysis measured with (18)F-FDG PET/CT as a predictor of progression-free survival in diffuse large B-cell lymphoma: a pilot study. Am J Nucl Med Mol Imaging. 2013;3:272–81.
PubMedPubMedCentral
25.
Zurück zum Zitat Gallicchio R, Mansueto G, Simeon V, Nardelli A, Guariglia R, Capacchione D, et al. F-18 FDG PET/CT quantization parameters as predictors of outcome in patients with diffuse large B-cell lymphoma. Eur J Haematol. 2014;92:382–9. PubMedCrossRef Gallicchio R, Mansueto G, Simeon V, Nardelli A, Guariglia R, Capacchione D, et al. F-18 FDG PET/CT quantization parameters as predictors of outcome in patients with diffuse large B-cell lymphoma. Eur J Haematol. 2014;92:382–9.
PubMedCrossRef
26.
Zurück zum Zitat Huang H, Xiao F, Han X, Zhong L, Zhong H, Xu L, et al. Correlation of pretreatm ent 18F-FDG uptake with clinicopathological factors and prognosis in patients with newly diagnosed diffuse large B-cell lymphoma. Nucl Med Commun. 2016;37:689–98. PubMedPubMedCentralCrossRef Huang H, Xiao F, Han X, Zhong L, Zhong H, Xu L, et al. Correlation of pretreatm ent 18F-FDG uptake with clinicopathological factors and prognosis in patients with newly diagnosed diffuse large B-cell lymphoma. Nucl Med Commun. 2016;37:689–98.
PubMedPubMedCentralCrossRef
27.
Zurück zum Zitat Ilyas H, Mikhaeel NG, Dunn JT, Rahman F, Möller H, Smith D, et al. Is there an optimal method for measuring baseline metabolic tumor volume in diffuse large B cell lymphoma? Eur J Nucl Med Mol Imaging. 2019;46:520–1. PubMedCrossRef Ilyas H, Mikhaeel NG, Dunn JT, Rahman F, Möller H, Smith D, et al. Is there an optimal method for measuring baseline metabolic tumor volume in diffuse large B cell lymphoma? Eur J Nucl Med Mol Imaging. 2019;46:520–1.
PubMedCrossRef
28.
Zurück zum Zitat Jegadeesh N, Rajpara R, Esiashvili N, Shi Z, Liu Y, Okwan-Duodu D, et al. Predictors of local recurrence after rituximab-based chemotherapy alone in stage III and IV diffuse large b-cell lymphoma: guiding decisions for consolidative radiation. Int J Radiat Oncol Biol Phys. 2015;92:107–12. PubMedPubMedCentralCrossRef Jegadeesh N, Rajpara R, Esiashvili N, Shi Z, Liu Y, Okwan-Duodu D, et al. Predictors of local recurrence after rituximab-based chemotherapy alone in stage III and IV diffuse large b-cell lymphoma: guiding decisions for consolidative radiation. Int J Radiat Oncol Biol Phys. 2015;92:107–12.
PubMedPubMedCentralCrossRef
29.
Zurück zum Zitat Kanoun S, Tal I, Berriolo-Riedinger A, Rossi C, Riedinger JM, Vrigneaud JM, et al. Influence of software tool and methodological aspects of total metabolic tumor volume calculation on baseline [18F] FDG PET to predict survival in Hodgkin lymphoma. PLoS One. 2015;10:1–15. CrossRef Kanoun S, Tal I, Berriolo-Riedinger A, Rossi C, Riedinger JM, Vrigneaud JM, et al. Influence of software tool and methodological aspects of total metabolic tumor volume calculation on baseline [18F] FDG PET to predict survival in Hodgkin lymphoma. PLoS One. 2015;10:1–15.
CrossRef
30.
Zurück zum Zitat Kim CY, Hong CM, Kim DH, Son SH, Jeong SY, Lee SW, et al. Prognostic value of whole-body metabolic tumour volume and total lesion glycolysis measured on 18F-FDG PET/CT in patients with extranodal NK/T-cell lymphoma. Eur J Nucl Med Mol Imaging. 2013;40:1321–9. PubMedCrossRefPubMedCentral Kim CY, Hong CM, Kim DH, Son SH, Jeong SY, Lee SW, et al. Prognostic value of whole-body metabolic tumour volume and total lesion glycolysis measured on 18F-FDG PET/CT in patients with extranodal NK/T-cell lymphoma. Eur J Nucl Med Mol Imaging. 2013;40:1321–9.
PubMedCrossRefPubMedCentral
31.
Zurück zum Zitat Kim TM, Paeng JC, Chun IK, Keam B, Jeon YK, Lee SH, et al. Total lesion glycolysis in positron emission tomography is a better predictor of outcome than the International Prognostic Index for patients with diffuse large B cell lymphoma. Cancer. 2013;119:1195–202. PubMedCrossRefPubMedCentral Kim TM, Paeng JC, Chun IK, Keam B, Jeon YK, Lee SH, et al. Total lesion glycolysis in positron emission tomography is a better predictor of outcome than the International Prognostic Index for patients with diffuse large B cell lymphoma. Cancer. 2013;119:1195–202.
PubMedCrossRefPubMedCentral
32.
Zurück zum Zitat Kwon SH, Kang DR, Kim J, Yoon JK, Lee SJ, Jeong SH, et al. Prognostic value of negative interim 2-[ 18 F]-fluoro-2-deoxy-d-glucose PET/CT in diffuse large B-cell lymphoma. Clin Radiol. 2016;71:280–6. PubMedCrossRefPubMedCentral Kwon SH, Kang DR, Kim J, Yoon JK, Lee SJ, Jeong SH, et al. Prognostic value of negative interim 2-[ 18 F]-fluoro-2-deoxy-d-glucose PET/CT in diffuse large B-cell lymphoma. Clin Radiol. 2016;71:280–6.
PubMedCrossRefPubMedCentral
33.
Zurück zum Zitat Lanic H, Mareschal S, Mechken F, Picquenot JM, Cornic M, Maingonnat C, et al. Interim positron emission tomography scan associated with international prognostic index and germinal center B cell-like signature as prognostic index in diffuse large B-cell lymphoma. Leuk Lymphoma. 2012;53:34–42. PubMedCrossRefPubMedCentral Lanic H, Mareschal S, Mechken F, Picquenot JM, Cornic M, Maingonnat C, et al. Interim positron emission tomography scan associated with international prognostic index and germinal center B cell-like signature as prognostic index in diffuse large B-cell lymphoma. Leuk Lymphoma. 2012;53:34–42.
PubMedCrossRefPubMedCentral
34.
Zurück zum Zitat Lue KH, Wu YF, Liu SH, Hsieh TC, Chuang KS, Lin HH, et al. Prognostic value of pretreatment radiomic features of 18F-FDG PET in patients with Hodgkin lymphoma. Clin Nucl Med. 2019;44:E559–65. PubMedCrossRefPubMedCentral Lue KH, Wu YF, Liu SH, Hsieh TC, Chuang KS, Lin HH, et al. Prognostic value of pretreatment radiomic features of 18F-FDG PET in patients with Hodgkin lymphoma. Clin Nucl Med. 2019;44:E559–65.
PubMedCrossRefPubMedCentral
35.
Zurück zum Zitat Mettler J, Müller H, Voltin CA, Baues C, Klaeser B, Moccia A, et al. Metabolic tumor volume for response prediction in advanced-stage hodgkin lymphoma. J Nucl Med. 2019;60:207–11. CrossRef Mettler J, Müller H, Voltin CA, Baues C, Klaeser B, Moccia A, et al. Metabolic tumor volume for response prediction in advanced-stage hodgkin lymphoma. J Nucl Med. 2019;60:207–11.
CrossRef
36.
Zurück zum Zitat Mikhaeel NG, Smith D, Dunn JT, Phillips M, Møller H, Fields PA, et al. Combination of baseline metabolic tumour volume and early response on PET/CT improves progression-free survival prediction in DLBCL. Eur J Nucl Med Mol Imaging. 2016;43:1209–19. PubMedPubMedCentralCrossRef Mikhaeel NG, Smith D, Dunn JT, Phillips M, Møller H, Fields PA, et al. Combination of baseline metabolic tumour volume and early response on PET/CT improves progression-free survival prediction in DLBCL. Eur J Nucl Med Mol Imaging. 2016;43:1209–19.
PubMedPubMedCentralCrossRef
37.
Zurück zum Zitat Milgrom SA, Elhalawani H, Lee J, Wang Q, Mohamed ASR, Dabaja BS, et al. A PET radiomics model to predict refractory mediastinal Hodgkin lymphoma. Sci Rep. 2019;9:1–8. CrossRef Milgrom SA, Elhalawani H, Lee J, Wang Q, Mohamed ASR, Dabaja BS, et al. A PET radiomics model to predict refractory mediastinal Hodgkin lymphoma. Sci Rep. 2019;9:1–8.
CrossRef
38.
Zurück zum Zitat Miyazaki Y, Nawa Y, Miyagawa M, Kohashi S, Nakase K, Yasukawa M, et al. Maximum standard uptake value of 18F-fluorodeoxyglucose positron emission tomography is a prognostic factor for progression-free survival of newly diagnosed patients with diffuse large B cell lymphoma. Ann Hematol. 2013;92:239–44. PubMedCrossRefPubMedCentral Miyazaki Y, Nawa Y, Miyagawa M, Kohashi S, Nakase K, Yasukawa M, et al. Maximum standard uptake value of 18F-fluorodeoxyglucose positron emission tomography is a prognostic factor for progression-free survival of newly diagnosed patients with diffuse large B cell lymphoma. Ann Hematol. 2013;92:239–44.
PubMedCrossRefPubMedCentral
39.
Zurück zum Zitat Park S, Moon SH, Park LC, Hwang DW, Ji JH, Maeng CH, et al. The impact of baseline and interim PET/CT parameters on clinical outcome in patients with diffuse large B cell lymphoma. Am J Hematol. 2012;87:937–40. PubMedCrossRefPubMedCentral Park S, Moon SH, Park LC, Hwang DW, Ji JH, Maeng CH, et al. The impact of baseline and interim PET/CT parameters on clinical outcome in patients with diffuse large B cell lymphoma. Am J Hematol. 2012;87:937–40.
PubMedCrossRefPubMedCentral
40.
Zurück zum Zitat Sasanelli M, Meignan M, Haioun C, Berriolo-Riedinger A, Casasnovas RO, Biggi A, et al. Pretherapy metabolic tumour volume is an independent predictor of outcome in patients with diffuse large B-cell lymphoma. Eur J Nucl Med Mol Imaging. 2014;41:2017–22. PubMedCrossRef Sasanelli M, Meignan M, Haioun C, Berriolo-Riedinger A, Casasnovas RO, Biggi A, et al. Pretherapy metabolic tumour volume is an independent predictor of outcome in patients with diffuse large B-cell lymphoma. Eur J Nucl Med Mol Imaging. 2014;41:2017–22.
PubMedCrossRef
41.
Zurück zum Zitat Senjo H, Hirata K, Izumiyama K, Minauchi K, Tsukamoto E, Itoh K, et al. High metabolic heterogeneity on baseline 18FDG-PET/CT scan as a poor prognostic factor for newly diagnosed diffuse large B-cell lymphoma. Blood Adv. 2020;4:2286–96. PubMedPubMedCentralCrossRef Senjo H, Hirata K, Izumiyama K, Minauchi K, Tsukamoto E, Itoh K, et al. High metabolic heterogeneity on baseline 18FDG-PET/CT scan as a poor prognostic factor for newly diagnosed diffuse large B-cell lymphoma. Blood Adv. 2020;4:2286–96.
PubMedPubMedCentralCrossRef
42.
Zurück zum Zitat Song MK, Yang DH, Lee GW, Lim SN, Shin S, Pak KJ, et al. High total metabolic tumor volume in PET/CT predicts worse prognosis in diffuse large B cell lymphoma patients with bone marrow involvement in rituximab era. Leuk Res. 2016;42:1–6. PubMedCrossRef Song MK, Yang DH, Lee GW, Lim SN, Shin S, Pak KJ, et al. High total metabolic tumor volume in PET/CT predicts worse prognosis in diffuse large B cell lymphoma patients with bone marrow involvement in rituximab era. Leuk Res. 2016;42:1–6.
PubMedCrossRef
43.
Zurück zum Zitat Song MK, Chung JS, Lee JJ, Jeong SY, Lee SM, Hong JS, et al. Metabolic tumor volume by positron emission tomography/computed tomography as a clinical parameter to determine therapeutic modality for early stage Hodgkin’s lymphoma. Cancer Sci. 2013;104:1656–61. PubMedPubMedCentralCrossRef Song MK, Chung JS, Lee JJ, Jeong SY, Lee SM, Hong JS, et al. Metabolic tumor volume by positron emission tomography/computed tomography as a clinical parameter to determine therapeutic modality for early stage Hodgkin’s lymphoma. Cancer Sci. 2013;104:1656–61.
PubMedPubMedCentralCrossRef
44.
Zurück zum Zitat Song MK, Chung JS, Shin HJ, Lee SM, Lee SE, Lee HS, et al. Clinical significance of metabolic tumor volume by PET/CT in stages II and III of diffuse large B cell lymphoma without extranodal site involvement. Ann Hematol. 2012;91:697–703. PubMedCrossRefPubMedCentral Song MK, Chung JS, Shin HJ, Lee SM, Lee SE, Lee HS, et al. Clinical significance of metabolic tumor volume by PET/CT in stages II and III of diffuse large B cell lymphoma without extranodal site involvement. Ann Hematol. 2012;91:697–703.
PubMedCrossRefPubMedCentral
45.
Zurück zum Zitat Toledano MN, Desbordes P, Banjar A, Gardin I, Vera P, Ruminy P, et al. Combination of baseline FDG PET/CT total metabolic tumour volume and gene expression profile have a robust predictive value in patients with diffuse large B-cell lymphoma. Eur J Nucl Med Mol Imaging. 2018;45:680–8. PubMedCrossRefPubMedCentral Toledano MN, Desbordes P, Banjar A, Gardin I, Vera P, Ruminy P, et al. Combination of baseline FDG PET/CT total metabolic tumour volume and gene expression profile have a robust predictive value in patients with diffuse large B-cell lymphoma. Eur J Nucl Med Mol Imaging. 2018;45:680–8.
PubMedCrossRefPubMedCentral
46.
Zurück zum Zitat Tseng D, Rachakonda LP, Su Z, Advani R, Horning S, Hoppe RT, et al. Interim-treatment quantitative PET parameters predict progression and death among patients with hodgkin’s disease. Radiat Oncol. 2012;7:5. Tseng D, Rachakonda LP, Su Z, Advani R, Horning S, Hoppe RT, et al. Interim-treatment quantitative PET parameters predict progression and death among patients with hodgkin’s disease. Radiat Oncol. 2012;7:5.
47.
Zurück zum Zitat Xie M, Zhai W, Cheng S, Zhang H, Xie Y, He W. Predictive value of F-18 FDG PET/CT quantization parameters for progression-free survival in patients with diffuse large B-cell lymphoma. Hematology. 2016;21:99–105. PubMedCrossRefPubMedCentral Xie M, Zhai W, Cheng S, Zhang H, Xie Y, He W. Predictive value of F-18 FDG PET/CT quantization parameters for progression-free survival in patients with diffuse large B-cell lymphoma. Hematology. 2016;21:99–105.
PubMedCrossRefPubMedCentral
48.
Zurück zum Zitat Zhang YY, Song L, Zhao MX, Hu K. A better prediction of progression-free survival in diffuse large B-cell lymphoma by a prognostic model consisting of baseline TLG and %ΔSUVmax. Cancer Med. 2019;8:5137–47. PubMedPubMedCentralCrossRef Zhang YY, Song L, Zhao MX, Hu K. A better prediction of progression-free survival in diffuse large B-cell lymphoma by a prognostic model consisting of baseline TLG and %ΔSUVmax. Cancer Med. 2019;8:5137–47.
PubMedPubMedCentralCrossRef
49.
Zurück zum Zitat Zhou M, Chen Y, Huang H, Zhou X, Liu J, Huang G. Prognostic value of total lesion glycolysis of baseline F-fluorodeoxyglucose positron emission tomography/ computed tomography in diffuse large B-cell lymphoma other factors including MTV, National Comprehensive Cancer Network International Prognostic Ind. Oncotarget. 2016;7:83544–53. PubMedPubMedCentralCrossRef Zhou M, Chen Y, Huang H, Zhou X, Liu J, Huang G. Prognostic value of total lesion glycolysis of baseline F-fluorodeoxyglucose positron emission tomography/ computed tomography in diffuse large B-cell lymphoma other factors including MTV, National Comprehensive Cancer Network International Prognostic Ind. Oncotarget. 2016;7:83544–53.
PubMedPubMedCentralCrossRef
50.
Zurück zum Zitat Fletcher JW, Kinahan PE. PET/CT standardized uptake values (SUVs) in clinical practice and assessing response to therapy. Semin Ultrasound CT MR. 2010;31:496–505. PubMedPubMedCentralCrossRef Fletcher JW, Kinahan PE. PET/CT standardized uptake values (SUVs) in clinical practice and assessing response to therapy. Semin Ultrasound CT MR. 2010;31:496–505.
PubMedPubMedCentralCrossRef
51.
Zurück zum Zitat Adams MC, Turkington TG, Wilson JM, Wong TZ. A systematic review of the factors affecting accuracy of SUV measurements. Am J Roentgenol. 2010;195:310–20. CrossRef Adams MC, Turkington TG, Wilson JM, Wong TZ. A systematic review of the factors affecting accuracy of SUV measurements. Am J Roentgenol. 2010;195:310–20.
CrossRef
52.
Zurück zum Zitat Fletcher JW, Kinahan PE. PET/CT standardized uptake values (SUVs) in clinical practice and assessing response to therapy. Semin Ultrasound CT MR. 2010;31:496–505. Fletcher JW, Kinahan PE. PET/CT standardized uptake values (SUVs) in clinical practice and assessing response to therapy. Semin Ultrasound CT MR. 2010;31:496–505.
53.
Zurück zum Zitat Lambin P, Leijenaar RTH, Deist TM, Peerlings J, De Jong EEC, Van Timmeren J, et al. Radiomics: the bridge between medical imaging and personalized medicine. Nat Rev Clin Oncol. 2017;14:749–62. PubMedCrossRef Lambin P, Leijenaar RTH, Deist TM, Peerlings J, De Jong EEC, Van Timmeren J, et al. Radiomics: the bridge between medical imaging and personalized medicine. Nat Rev Clin Oncol. 2017;14:749–62.
PubMedCrossRef
54.
Zurück zum Zitat Lundström CF, Gilmore HL, Ros PR. Integrated diagnostics: the computational revolution catalyzing cross-disciplinary practices in radiology, pathology, and genomics. Radiology. 2017;285:12–5. PubMedCrossRef Lundström CF, Gilmore HL, Ros PR. Integrated diagnostics: the computational revolution catalyzing cross-disciplinary practices in radiology, pathology, and genomics. Radiology. 2017;285:12–5.
PubMedCrossRef
55.
Zurück zum Zitat Barrington SF, Meignan M. Time to prepare for risk adaptation in lymphoma by standardizing measurement of metabolic tumor burden. J Nucl Med. 2019;60:1096–102. PubMedPubMedCentralCrossRef Barrington SF, Meignan M. Time to prepare for risk adaptation in lymphoma by standardizing measurement of metabolic tumor burden. J Nucl Med. 2019;60:1096–102.
PubMedPubMedCentralCrossRef
56.
Zurück zum Zitat Meignan M, Sasanelli M, Casasnovas RO, Luminari S, Fioroni F, Coriani C, et al. Metabolic tumour volumes measured at staging in lymphoma: methodological evaluation on phantom experiments and patients. Eur J Nucl Med Mol Imaging. 2014;41:1113–22. PubMedCrossRefPubMedCentral Meignan M, Sasanelli M, Casasnovas RO, Luminari S, Fioroni F, Coriani C, et al. Metabolic tumour volumes measured at staging in lymphoma: methodological evaluation on phantom experiments and patients. Eur J Nucl Med Mol Imaging. 2014;41:1113–22.
PubMedCrossRefPubMedCentral
57.
Zurück zum Zitat Burggraaff CN, Rahman F, Kaßner I, Pieplenbosch S, Barrington SF, Jauw YWS, et al. Optimizing workflows for fast and reliable metabolic tumor volume measurements in diffuse large B cell lymphoma. Mol Imaging Biol. 2020;22:1102–10. PubMedPubMedCentralCrossRef Burggraaff CN, Rahman F, Kaßner I, Pieplenbosch S, Barrington SF, Jauw YWS, et al. Optimizing workflows for fast and reliable metabolic tumor volume measurements in diffuse large B cell lymphoma. Mol Imaging Biol. 2020;22:1102–10.
PubMedPubMedCentralCrossRef
58.
Zurück zum Zitat Vercellino L, Cottereau A-S, Casasnovas O, Tilly H, Feugier P, Chartier L, et al. High total metabolic tumor volume at baseline predicts survival independent of response to therapy. Blood. 2020;135:1396–405. PubMedPubMedCentralCrossRef Vercellino L, Cottereau A-S, Casasnovas O, Tilly H, Feugier P, Chartier L, et al. High total metabolic tumor volume at baseline predicts survival independent of response to therapy. Blood. 2020;135:1396–405.
PubMedPubMedCentralCrossRef
- Titel
- Baseline PET/CT imaging parameters for prediction of treatment outcome in Hodgkin and diffuse large B cell lymphoma: a systematic review
- Autoren:
-
R. Frood
C. Burton
C. Tsoumpas
A. F. Frangi
F. Gleeson
C. Patel
A. Scarsbrook
- Publikationsdatum
- 18.02.2021
- DOI
- https://doi.org/10.1007/s00259-021-05233-2
- Verlag
- Springer Berlin Heidelberg
- Zeitschrift
-
European Journal of Nuclear Medicine and Molecular Imaging
Print ISSN: 1619-7070
Elektronische ISSN: 1619-7089