Spatial Distribution of Focal Lesions in Whole-Body MRI and Influence of MRI Protocol on Staging in Patients with Smoldering Multiple Myeloma According to the New SLiM-CRAB-Criteria
Abstract
:Simple Summary
Abstract
1. Introduction
2. Patients and Methods
2.1. Patients
2.2. Imaging, Clinical and Laboratory Examinations
2.3. Image Analysis
2.4. Data Analysis
2.5. Statistical Analysis
3. Results
3.1. Spatial Distribution of Focal Lesions in Whole Body MRI
3.2. Influence of MRI Protocol on Detection of More Than One Focal Lesion and Consequent Fulfillment of SLiM-Criteria
3.3. Can Clinical or Imaging Findings Reveal Patient Subgroups Who Are Not Diagnosed Correctly As Having >1 FL by a Limited MRI Protocol?
3.4. Risk for Development of CRAB Criteria in Patient Subgroups Selected by the Number of FLs in Different Anatomic Areas Covered by MRI
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- The International Myeloma Working Group. Criteria for the classification of monoclonal gammopathies: Multiple myeloma and related disorders: A report of the International Myeloma Working Group. Br. J. Haematol. 2003, 121, 749–757. [Google Scholar] [CrossRef] [Green Version]
- Kyle, R.A.; Therneau, T.M.; Rajkumar, S.V.; Offord, J.R.; Larson, D.R.; Plevak, M.F.; Melton, L.J. A long-term study of prognosis in monoclonal gammopathy of undetermined significance. N. Engl. J. Med. 2002, 346, 564–569. [Google Scholar] [CrossRef] [PubMed]
- Kyle, R.A.; Remstein, E.D.; Therneau, T.M.; Dispenzieri, A.; Kurtin, P.J.; Hodnefield, J.M.; Larson, D.R.; Plevak, M.F.; Jelinek, D.F.; Fonseca, R.; et al. Clinical Course and Prognosis of Smoldering (Asymptomatic) Multiple Myeloma. N. Engl. J. Med. 2007, 356, 2582–2590. [Google Scholar] [CrossRef] [PubMed]
- Mateos, M.-V.; Hernandez, M.-T.; Giraldo, P.; de la Rubia, J.; de Arriba, F.; Corral, L.L.; Rosinol, L.; Paiva, B.; Palomera, L.; Bargay, J.; et al. Lenalidomide plus dexamethasone for high-risk smoldering multiple myeloma. N. Engl. J. Med. 2013, 369, 438–447. [Google Scholar] [CrossRef] [Green Version]
- Mateos, M.-V.; Hernandez, M.-T.; Giraldo, P.; de la Rubia, J.; de Arriba, F.; Corral, L.L.; Rosinol, L.; Paiva, B.; Palomera, L.; Bargay, J.; et al. Lenalidomide plus dexamethasone versus observation in patients with high-risk smouldering multiple myeloma (QuiRedex): Long-term follow-up of a randomised, controlled, phase 3 trial. Lancet Oncol. 2016, 17, 1127–1136. [Google Scholar] [CrossRef]
- Rajkumar, S.V.; Dimopoulos, M.A.; Palumbo, A.; Blade, J.; Merlini, G.; Mateos, M.-V.; Kumar, S.; Hillengass, J.; Kastritis, E.; Richardson, P.; et al. International Myeloma Working Group updated criteria for the diagnosis of multiple myeloma. Lancet Oncol. 2014, 15, e538–e548. [Google Scholar] [CrossRef]
- Hillengass, J.; Weber, M.A.; Kilk, K.; Listl, K.; Wagner-Gund, B.; Hillengass, M.; Hielscher, T.; Farid, A.; Neben, K.; Delorme, S.; et al. Prognostic significance of whole-body MRI in patients with monoclonal gammopathy of undetermined significance. Leukemia 2014, 28, 174–178. [Google Scholar] [CrossRef]
- Hillengass, J.; Fechtner, K.; Weber, M.-A.; Bäuerle, T.; Ayyaz, S.; Heiss, C.; Hielscher, T.; Moehler, T.M.; Egerer, G.; Neben, K.; et al. Prognostic Significance of Focal Lesions in Whole-Body Magnetic Resonance Imaging in Patients With Asymptomatic Multiple Myeloma. J. Clin. Oncol. 2010, 28, 1606–1610. [Google Scholar] [CrossRef]
- Dhodapkar, M.V.; Sexton, R.; Waheed, S.; Usmani, S.; Papanikolaou, X.; Nair, B.; Petty, N.; Shaughnessy, J.D.J.; Hoering, A.; Crowley, J.; et al. Clinical, genomic, and imaging predictors of myeloma progression from asymptomatic monoclonal gammopathies (SWOG S0120). Blood 2014, 123, 78–85. [Google Scholar] [CrossRef] [Green Version]
- Kastritis, E.; Moulopoulos, L.A.; Terpos, E.; Koutoulidis, V.; Dimopoulos, M.A. The prognostic importance of the presence of more than one focal lesion in spine MRI of patients with asymptomatic (smoldering) multiple myeloma. Leukemia 2014, 28, 2402–2403. [Google Scholar] [CrossRef]
- Hillengass, J.; Usmani, S.; Rajkumar, S.V.; Durie, B.G.M.; Mateos, M.-V.; Lonial, S.; Joao, C.; Anderson, K.C.; Garcia-Sanz, R.; Serra, E.R.; et al. International myeloma working group consensus recommendations on imaging in monoclonal plasma cell disorders. Lancet Oncol. 2019, 20, e302–e312. [Google Scholar] [CrossRef]
- Dimopoulos, M.A.; Hillengass, J.; Usmani, S.; Zamagni, E.; Lentzsch, S.; Davies, F.E.; Raje, N.; Sezer, O.; Zweegman, S.; Shah, J.; et al. Role of magnetic resonance imaging in the management of patients with multiple myeloma: A consensus statement. J. Clin. Oncol. 2015, 33, 657–664. [Google Scholar] [CrossRef] [PubMed]
- Merz, M.; Hielscher, T.; Wagner, B.; Sauer, S.; Shah, S.; Raab, M.S.; Jauch, A.; Neben, K.; Hose, D.; Egerer, G.; et al. Predictive value of longitudinal whole-body magnetic resonance imaging in patients with smoldering multiple myeloma. Leukemia 2014, 2, 1902–1908. [Google Scholar] [CrossRef] [PubMed]
- Elsayad, K.; Oertel, M.; König, L.; Hüske, S.; Ray, E.L.; Meheissen, M.A.M.; Elsaid, A.A.; Elfaham, E.; Debus, J.; Kirova, Y.; et al. Maximizing the Clinical Benefit of Radiotherapy in Solitary Plasmacytoma: An International Multicenter Analysis. Cancers 2020, 12, 676. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wennmann, M.; Kintzelé, L.; Piraud, M.; Menze, B.H.; Hielscher, T.; Hofmanninger, J.; Wagner, B.; Kauczor, H.-U.; Merz, M.; Hillengass, J.; et al. Volumetry based biomarker speed of growth: Quantifying the change of total tumor volume in whole-body magnetic resonance imaging over time improves risk stratification of smoldering multiple myeloma patients. Oncotarget 2018, 9, 25254–25264. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kloth, J.K.; Hillengass, J.; Listl, K.; Kilk, K.; Hielscher, T.; Landgren, O.; Delorme, S.; Goldschmidt, H.; Kauczor, H.U.; Weber, M.A. Appearance of monoclonal plasma cell diseases in whole-body magnetic resonance imaging and correlation with parameters of disease activity. Int. J. Cancer 2014, 135, 2380–2386. [Google Scholar] [CrossRef] [Green Version]
- Fechtner, K.; Hillengass, J.; Delorme, S.; Heiss, C.; Neben, K.; Goldschmidt, H.; Kauczor, H.-U.; Weber, M.-A. Staging monoclonal plasma cell disease: Comparison of the Durie-Salmon and the Durie-Salmon PLUS staging systems. Radiology 2010, 257, 195–204. [Google Scholar] [CrossRef]
- Kyle, R.A.; Durie, B.G.M.; Rajkumar, S.V.; Landgren, O.; Blade, J.; Merlini, G.; Kroger, N.; Einsele, H.; Vesole, D.H.; Dimopoulos, M.; et al. Monoclonal gammopathy of undetermined significance (MGUS) and smoldering (asymptomatic) multiple myeloma: IMWG consensus perspectives risk factors for progression and guidelines for monitoring and management. Leukemia 2010, 24, 1121–1127. [Google Scholar] [CrossRef] [Green Version]
- Bäuerle, T.; Hillengass, J.; Fechtner, K.; Zechmann, C.M.; Grenacher, L.; Moehler, T.M.; Christiane, H.; Wagner-Gund, B.; Neben, K.; Kauczor, H.-U.; et al. Multiple myeloma and monoclonal gammopathy of undetermined significance: Importance of whole-body versus spinal MR imaging. Radiology 2009, 252, 477–485. [Google Scholar] [CrossRef]
- Neben, K.; Jauch, A.; Hielscher, T.; Hillengass, J.; Lehners, N.; Seckinger, A.; Granzow, M.; Raab, M.S.; Ho, A.D.; Goldschmidt, H.; et al. Progression in smoldering myeloma is independently determined by the chromosomal abnormalities del (17p), t (4; 14), gain 1q, hyperdiploidy, and tumor load. J. Clin. Oncol. 2013, 31, 4325–4332. [Google Scholar] [CrossRef]
- Heagerty, P.J.; Lumley, T.; Pepe, M.S. Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics 2000, 56, 337–344. [Google Scholar] [CrossRef] [PubMed]
- Matsue, K.; Kobayashi, H.; Matsue, Y.; Abe, Y.; Narita, K.; Kitadate, A.; Takeuchi, M. Prognostic significance of bone marrow abnormalities in the appendicular skeleton of patients with multiple myeloma. Blood Adv. 2018, 2, 1032–1039. [Google Scholar] [CrossRef] [PubMed]
Cohort | Anatomic Area Covered in Limited MRI Protocol | No. of Patients with >1FL in wb-MRI | No. of Patients with >1FL in Limited MRI Protocol | Sensitivity of Limited MRI Protocol 1 |
---|---|---|---|---|
Baseline | spine | 25 | 7 | 28% |
spine and pelvis | 25 | 16 | 64% | |
Follow-up | spine | 4 | 1 | 25% |
spine and pelvis | 4 | 1 | 25% |
Subgroup of Patients with <60% PCI | Anatomic Area Covered in Limited MRI Protocol | No. of Patients with >1 FL in wb-MRI | No. of Patients with >1 FL in Limited MRI Protocol | Sensitivity of Limited MRI Protocol 1 |
---|---|---|---|---|
Baseline | spine | 22 | 6 | 27% |
spine and pelvis | 22 | 14 | 64% |
Criterion in the Limited MRI Protocol | n | No. (%) of Patients with ≤1 FL in wb | No. (%) of Patients with >1 FL in wb | No. of Protocol Extension Needed Per One Additional Detected Progression 1 |
---|---|---|---|---|
0 FL in the spine | 127 | 116 (91%) | 11 (9%) | 12 |
1 FL in the spine | 13 | 6 (46%) | 7 (54%) | 2 |
0 FL in the spine or pelvis | 120 | 115 (96%) | 5 (4%) | 24 |
1 FL in the spine or pelvis | 11 | 7 (64%) | 4 (36%) | 3 |
Anatomic Area | Spine | Spine Plus Pelvis | Whole-Body | Spine Plus Pelvis | Whole-Body |
---|---|---|---|---|---|
cutoff | >1 FL | >1 FL | >1 FL | >3 FL | >4 FL |
n subgroup | 7 | 16 | 25 | 5 | 5 |
Hazard ratio [95%-CI 1] | 1.93 [0.60, 6.22] | 2.83 [1.36, 5.87] | 2.96 [1.61, 5.46] | 4.50 [1.61, 12.58] | 4.50 [1.61, 12.58] |
p-value | 0.264 | 0.004 | <0.001 | 0.002 | 0.002 |
Sensitivity 2 (%) | 9 | 29 | 38 | 13 | 13 |
FPR 3 (%) | 3 | 6 | 11 | 1 | 1 |
2YPR 4 in (%) [95%-CI 1] | 42.9 [0.0, 69.9] | 57.1 [23.8, 75.9] | 48.6 [24.4, 65.0] | 80.0 [0.0, 96.5] | 80.0 [0.0, 96.5] |
median TTP 5 (months) | n.a. | 15 | 34 | 8 | 8 |
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Wennmann, M.; Hielscher, T.; Kintzelé, L.; Menze, B.H.; Langs, G.; Merz, M.; Sauer, S.; Kauczor, H.-U.; Schlemmer, H.-P.; Delorme, S.; et al. Spatial Distribution of Focal Lesions in Whole-Body MRI and Influence of MRI Protocol on Staging in Patients with Smoldering Multiple Myeloma According to the New SLiM-CRAB-Criteria. Cancers 2020, 12, 2537. https://doi.org/10.3390/cancers12092537
Wennmann M, Hielscher T, Kintzelé L, Menze BH, Langs G, Merz M, Sauer S, Kauczor H-U, Schlemmer H-P, Delorme S, et al. Spatial Distribution of Focal Lesions in Whole-Body MRI and Influence of MRI Protocol on Staging in Patients with Smoldering Multiple Myeloma According to the New SLiM-CRAB-Criteria. Cancers. 2020; 12(9):2537. https://doi.org/10.3390/cancers12092537
Chicago/Turabian StyleWennmann, Markus, Thomas Hielscher, Laurent Kintzelé, Bjoern H. Menze, Georg Langs, Maximilian Merz, Sandra Sauer, Hans-Ulrich Kauczor, Heinz-Peter Schlemmer, Stefan Delorme, and et al. 2020. "Spatial Distribution of Focal Lesions in Whole-Body MRI and Influence of MRI Protocol on Staging in Patients with Smoldering Multiple Myeloma According to the New SLiM-CRAB-Criteria" Cancers 12, no. 9: 2537. https://doi.org/10.3390/cancers12092537
APA StyleWennmann, M., Hielscher, T., Kintzelé, L., Menze, B. H., Langs, G., Merz, M., Sauer, S., Kauczor, H.-U., Schlemmer, H.-P., Delorme, S., Goldschmidt, H., Weinhold, N., Hillengass, J., & Weber, M.-A. (2020). Spatial Distribution of Focal Lesions in Whole-Body MRI and Influence of MRI Protocol on Staging in Patients with Smoldering Multiple Myeloma According to the New SLiM-CRAB-Criteria. Cancers, 12(9), 2537. https://doi.org/10.3390/cancers12092537