P-013: Development of a new risk stratification system for patients with newly diagnosed multiple myeloma using R-ISS and 18F-FDG PET/CT

2021 ◽  
Vol 21 ◽  
pp. S46
Author(s):  
Juhyung Kim ◽  
Jung Min Lee ◽  
Hee Jeong Cho ◽  
Sung-Hoon Jung ◽  
Ho-Jin Shin ◽  
...  
2021 ◽  
Vol 11 (12) ◽  
Author(s):  
Hee Jeong Cho ◽  
Sung-Hoon Jung ◽  
Jae-Cheol Jo ◽  
Yoo Jin Lee ◽  
Sang Eun Yoon ◽  
...  

AbstractIn multiple myeloma (MM), a high number of focal lesions (FL) detected using positron emission tomography/computed tomography (PET/CT) was found to be associated with adverse prognosis. To design a new risk stratification system that combines the Revised International Staging System (R-ISS) with FL, we analyzed the data of 380 patients with newly diagnosed MM (NDMM) who underwent 18F-fluorodeoxyglucose (18F-FDG) PET/CT upon diagnosis. The K-adaptive partitioning algorithm was adopted to define subgroups with homogeneous survival. The combined R-ISS with PET/CT classified NDMM patients into four groups: R-ISS/PET stage I (n = 31; R-ISS I with FL ≤ 3), stage II (n = 156; R-ISS I with FL > 3 and R-ISS II with FL ≤ 3), stage III (n = 162; R-ISS II with FL > 3 and R-ISS III with FL ≤ 3), and stage IV (n = 31; R-ISS III with FL > 3). The 2-year overall survival rates for stages I, II, III, and IV were 96.7%, 89.8%, 74.7%, and 50.3%. The 2-year progression-free survival rates were 84.1%, 64.7%, 40.8%, and 17.1%, respectively. The new R-ISS/PET was successfully validated in an external cohort. This new system had a remarkable prognostic power for estimating the survival outcomes of patients with NDMM. This system helps discriminate patients with a good prognosis from those with a poor prognosis more precisely.


Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 3142-3142
Author(s):  
Dong Won Baek ◽  
Hee Jeong Cho ◽  
Sang Kyun Sohn ◽  
Sung-Hoon Jung ◽  
Hong chae Moon ◽  
...  

Purpose 18F-FDG PET/CT (PET/CT) could be a valuable tool to predict long-term survival outcomes in patients with newly diagnosed multiple myeloma (MM). It has ability to distinguish metabolically active sites such as extramedullary disease (EMD) as well as bone damage with relatively high sensitivity and specificity. In this study, we attempted to evaluate the role of PET-CT as a novel prognostic tool for patients with newly diagnosed MM who have EMD. Patients and Methods This study included 211 patients who were newly diagnosed with multiple myeloma from Kyunpook National University Hospital and Chonnam National University Hwasun Hospital. We retrospectively analyzed the medical records of enrolled patients. PET/CT was performed at the diagnosis and EMD was identified in 36 patients (17.1%). Results With a median follow-up duration of 21.5 months (range 1.4-67.7), the estimated 2-year PFS and OS rates were 46.1% and 79.6%, respectively. The presence of PET/CT positive EMD and high maximum standardized uptake value (SUVmax) on baseline PET/CT were significantly associated with inferior long-term survivals in terms of PFS (p=0.013, p=0.007) and OS (p=0.002, p=0.004). In addition, patients who underwent autologous stem cell transplantation (auto-SCT) showed superior PFS (p=0.005) and OS (p=0.022) in PET/CT positive EMD group. Meanwhile, Revised-International Staging System (R-ISS) successfully predicted the prognosis in this study. When we modified R-ISS with the presence of EMD, survival outcomes of the R-ISS stage III patients who didn't have EMD were similar to R-ISS II, while patients with PET/CT positive EMD showed even worse prognosis than the R-ISS stage III group. In the multivariate survival analysis, the presence of EMD (hazard ratio (HR), 2.397; 95% confidence internal (CI), 1.281-4.483; p=0.006) and auto-SCT (HR, 0.326; 95% CI, 0.194-0.549; p<0.001) were related to PFS, while LDH (HR, 2.56; 95% CI, 1.221-5.366; p=0.013) level and auto-SCT (HR, 0.398; 95% CI, 0.167-0.953; p=0.039) were independent prognostic factors of OS. Conclusion In conclusion, PET/CT positive EMD was a poor prognostic factor in patients with newly diagnosed MM. In addition, PET/CT could be a valuable tool to make better risk-adapted treatment strategies with R-ISS in EMD positive MM patients. Above all, patients with PET/CT positive EMD should be considered auto-SCT to improve long-term survivals. Figure Disclosures No relevant conflicts of interest to declare.


2020 ◽  
Vol 41 (10) ◽  
pp. 1081-1088
Author(s):  
Camila Mosci ◽  
Fernando V. Pericole ◽  
Gislaine B. Oliveira ◽  
Marcia T. Delamain ◽  
Maria E.S. Takahashi ◽  
...  

2021 ◽  
Vol 11 ◽  
Author(s):  
Miaoyan Wei ◽  
Bingxin Gu ◽  
Shaoli Song ◽  
Bo Zhang ◽  
Wei Wang ◽  
...  

objectiveDespite the heterogeneous biology of pancreatic cancer, similar surveillance schemas have been used. Identifying the high recurrence risk population and conducting prompt intervention may improve prognosis and prolong overall survival.MethodsOne hundred fifty-six resectable pancreatic cancer patients who had undergone 18F-FDG PET/CT from January 2013 to December 2018 were retrospectively reviewed. The patients were categorized into a training cohort (n = 109) and a validation cohort (n = 47). LIFEx software was used to extract radiomic features from PET/CT. The risk stratification system was based on predictive factors for recurrence, and the index of prediction accuracy was used to reflect both the discrimination and calibration.ResultsOverall, seven risk factors comprising the rad-score and clinical variables that were significantly correlated with relapse were incorporated into the final risk stratification system. The 1-year recurrence-free survival differed significantly among the low-, intermediate-, and high-risk groups (85.5, 24.0, and 9.1%, respectively; p &lt; 0.0001). The C-index of the risk stratification system in the development cohort was 0.890 (95% CI, 0.835–0.945).ConclusionThe 18F-FDG PET/CT-based radiomic features and clinicopathological factors demonstrated good performance in predicting recurrence after pancreatectomy in pancreatic cancer patients, providing a strong recommendation for an adequate adjuvant therapy course in all patients. The high-risk recurrence population should proceed with closer follow-up in a clinical setting.


2021 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Toshiki Terao ◽  
Youichi Machida ◽  
Kenji Hirata ◽  
Ayumi Kuzume ◽  
Rikako Tabata ◽  
...  

2018 ◽  
Vol 36 (15_suppl) ◽  
pp. 8023-8023
Author(s):  
Mohammed A. Aljama ◽  
M Hasib Sidiqi ◽  
Shaji Kumar ◽  
Taxiarchis Kourelis ◽  
Morie A. Gertz ◽  
...  

2006 ◽  
Vol 33 (5) ◽  
pp. 525-531 ◽  
Author(s):  
Cristina Nanni ◽  
Elena Zamagni ◽  
Mohsen Farsad ◽  
Paolo Castellucci ◽  
Patrizia Tosi ◽  
...  

2021 ◽  
Vol 0 (0) ◽  
pp. 0-0
Author(s):  
Yannick Silva ◽  
Jean-Marc Riedinger ◽  
Marie-Lorraine Chrétien ◽  
Denis Caillot ◽  
Jill Corre ◽  
...  

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