BRAIN-TO-LIVER RATIO FROM 18F-FDG-PET/CT AS A PROGNOSTIC MARKER IN MULTIPLE MYELOMA
Introduction/Justification: 18F-FDG PET/CT imaging is widely used in oncology for staging and monitoring treatment response in multiple myeloma (MM). Studies have shown reduced 18F-FDG uptake in the brains of patients with disseminated malignancies, such as malignant lymphoma and other aggressive ca...
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Elsevier
2025-05-01
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| Series: | Hematology, Transfusion and Cell Therapy |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2531137925000616 |
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| author | Tiago Pessolo Dos Santos Maria Emília Seren Takahashi Christopher Cralcev Eliana Miranda Marcos Paulo DS Silva Felipe Cardoso de Souza Carmino de Souza Celso Dario Ramos |
| author_facet | Tiago Pessolo Dos Santos Maria Emília Seren Takahashi Christopher Cralcev Eliana Miranda Marcos Paulo DS Silva Felipe Cardoso de Souza Carmino de Souza Celso Dario Ramos |
| author_sort | Tiago Pessolo Dos Santos |
| collection | DOAJ |
| description | Introduction/Justification: 18F-FDG PET/CT imaging is widely used in oncology for staging and monitoring treatment response in multiple myeloma (MM). Studies have shown reduced 18F-FDG uptake in the brains of patients with disseminated malignancies, such as malignant lymphoma and other aggressive cancers. This phenomenon is likely associated with the Warburg effect and hyperlactatemia. Objectives: This study aimed to evaluate whether the brain-to-liver ratio (BLR) of 18F-FDG uptake in MM patients serves as a prognostic marker. Materials and Methods: A total of 82 MM patients diagnosed between March 2011 and May 2019 were included, with a median follow-up of 25 months (range: 0.1–113). All patients underwent whole-body 18F-FDG PET/CT at diagnosis after fasting for at least six hours and with peripheral blood glucose levels below 180 mg/dL. A dose of 0.1 mCi/kg of 18F-FDG was intravenously administered 60 minutes before image acquisition. Brain and liver standardized uptake values (SUVmean) were determined using automated whole-brain segmentation and a spherical volume of interest (VOI) in the liver. The BLR was calculated by dividing the brain SUVmean by the liver SUVmean for each patient. Descriptive and bivariate analyses were performed. Overall survival (OS) and progression-free survival (PFS) were estimated using the Kaplan-Meier method and compared with the log-rank test (IBM-SPSS v.24). The follow-up data were updated in January 2025. Results: The cohort included 55% male patients, with a median age of 64 years (range: 39–87). At diagnosis, 67% had ISS stage III disease, 16% had an ECOG performance status ≥ 2, and 88% presented with bone lesions. Chemotherapy was administered to 94% of patients, with 27% receiving bortezomib. A complete response (CR), very good partial response (VGPR), or partial response (PR) was achieved by 71% of patients. Disease progression occurred in 47% of cases, and the overall mortality rate was 69%. The 60-month OS and PFS rates were 35% and 10%, respectively. The BLR was significantly correlated with sex (R= 32%, P= 0.006), overweight status (R = 32%, P =0.007), ISS stage (R = 23%, P = 0.04), and beta-2 microglobulin levels (R = 42%, P < 0.0001). Patients with a median BLR >2.7 had significantly better OS (50% vs. 13%, P= 0.006) and PFS (3% vs. 0%, P = 0.006). Conclusion: BLR derived from 18F-FDG-PET/CT at diagnosis appears to be a strong prognostic indicator of OS and PFS in MM patients, with a cut-off value of 2.7. BLR also correlates with beta-2 microglobulin, a well-established serum marker of tumor burden, and ISS stage III disease. The lower 18F-FDG uptake in more aggressive MM cases may be associated with neoplastic lactate production. Given that brain cells can utilize lactate as an alternative energy source when blood lactate levels rise, this may result in reduced brain FDG uptake. Consequently, BLR may serve as a marker of high glycolytic MM burden and provide an estimate of disease severity. |
| format | Article |
| id | doaj-art-2724a5eac1a24ef6801ccf108602aa6d |
| institution | DOAJ |
| issn | 2531-1379 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Hematology, Transfusion and Cell Therapy |
| spelling | doaj-art-2724a5eac1a24ef6801ccf108602aa6d2025-08-20T03:10:23ZengElsevierHematology, Transfusion and Cell Therapy2531-13792025-05-014710379310.1016/j.htct.2025.103793BRAIN-TO-LIVER RATIO FROM 18F-FDG-PET/CT AS A PROGNOSTIC MARKER IN MULTIPLE MYELOMATiago Pessolo Dos Santos0Maria Emília Seren Takahashi1Christopher Cralcev2Eliana Miranda3Marcos Paulo DS Silva4Felipe Cardoso de Souza5Carmino de Souza6Celso Dario Ramos7Faculdade de Ciências Médicas, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil; Cancer Theranostics Innovation Center (CancerThera), Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BrazilCancer Theranostics Innovation Center (CancerThera), Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil; Gleb Wataghin Institute of Physics, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BrazilHemocentro, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BrazilCancer Theranostics Innovation Center (CancerThera), Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil; Hemocentro, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BrazilInstituto de Física Gleb Wataghin, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BrazilInstituto de Física Gleb Wataghin, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BrazilCancer Theranostics Innovation Center (CancerThera), Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil; Hemocentro, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BrazilCancer Theranostics Innovation Center (CancerThera), Universidade Estadual de Campinas (UNICAMP), Campinas, SP, Brazil; Division of Nuclear Medicine, Faculdade de Ciências Médicas, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BrazilIntroduction/Justification: 18F-FDG PET/CT imaging is widely used in oncology for staging and monitoring treatment response in multiple myeloma (MM). Studies have shown reduced 18F-FDG uptake in the brains of patients with disseminated malignancies, such as malignant lymphoma and other aggressive cancers. This phenomenon is likely associated with the Warburg effect and hyperlactatemia. Objectives: This study aimed to evaluate whether the brain-to-liver ratio (BLR) of 18F-FDG uptake in MM patients serves as a prognostic marker. Materials and Methods: A total of 82 MM patients diagnosed between March 2011 and May 2019 were included, with a median follow-up of 25 months (range: 0.1–113). All patients underwent whole-body 18F-FDG PET/CT at diagnosis after fasting for at least six hours and with peripheral blood glucose levels below 180 mg/dL. A dose of 0.1 mCi/kg of 18F-FDG was intravenously administered 60 minutes before image acquisition. Brain and liver standardized uptake values (SUVmean) were determined using automated whole-brain segmentation and a spherical volume of interest (VOI) in the liver. The BLR was calculated by dividing the brain SUVmean by the liver SUVmean for each patient. Descriptive and bivariate analyses were performed. Overall survival (OS) and progression-free survival (PFS) were estimated using the Kaplan-Meier method and compared with the log-rank test (IBM-SPSS v.24). The follow-up data were updated in January 2025. Results: The cohort included 55% male patients, with a median age of 64 years (range: 39–87). At diagnosis, 67% had ISS stage III disease, 16% had an ECOG performance status ≥ 2, and 88% presented with bone lesions. Chemotherapy was administered to 94% of patients, with 27% receiving bortezomib. A complete response (CR), very good partial response (VGPR), or partial response (PR) was achieved by 71% of patients. Disease progression occurred in 47% of cases, and the overall mortality rate was 69%. The 60-month OS and PFS rates were 35% and 10%, respectively. The BLR was significantly correlated with sex (R= 32%, P= 0.006), overweight status (R = 32%, P =0.007), ISS stage (R = 23%, P = 0.04), and beta-2 microglobulin levels (R = 42%, P < 0.0001). Patients with a median BLR >2.7 had significantly better OS (50% vs. 13%, P= 0.006) and PFS (3% vs. 0%, P = 0.006). Conclusion: BLR derived from 18F-FDG-PET/CT at diagnosis appears to be a strong prognostic indicator of OS and PFS in MM patients, with a cut-off value of 2.7. BLR also correlates with beta-2 microglobulin, a well-established serum marker of tumor burden, and ISS stage III disease. The lower 18F-FDG uptake in more aggressive MM cases may be associated with neoplastic lactate production. Given that brain cells can utilize lactate as an alternative energy source when blood lactate levels rise, this may result in reduced brain FDG uptake. Consequently, BLR may serve as a marker of high glycolytic MM burden and provide an estimate of disease severity.http://www.sciencedirect.com/science/article/pii/S253113792500061618F-FDG PET/CTBrain-to-Liver Ratio (BLR)Multiple MyelomaPrognostic MarkerTumor Glycolysis |
| spellingShingle | Tiago Pessolo Dos Santos Maria Emília Seren Takahashi Christopher Cralcev Eliana Miranda Marcos Paulo DS Silva Felipe Cardoso de Souza Carmino de Souza Celso Dario Ramos BRAIN-TO-LIVER RATIO FROM 18F-FDG-PET/CT AS A PROGNOSTIC MARKER IN MULTIPLE MYELOMA Hematology, Transfusion and Cell Therapy 18F-FDG PET/CT Brain-to-Liver Ratio (BLR) Multiple Myeloma Prognostic Marker Tumor Glycolysis |
| title | BRAIN-TO-LIVER RATIO FROM 18F-FDG-PET/CT AS A PROGNOSTIC MARKER IN MULTIPLE MYELOMA |
| title_full | BRAIN-TO-LIVER RATIO FROM 18F-FDG-PET/CT AS A PROGNOSTIC MARKER IN MULTIPLE MYELOMA |
| title_fullStr | BRAIN-TO-LIVER RATIO FROM 18F-FDG-PET/CT AS A PROGNOSTIC MARKER IN MULTIPLE MYELOMA |
| title_full_unstemmed | BRAIN-TO-LIVER RATIO FROM 18F-FDG-PET/CT AS A PROGNOSTIC MARKER IN MULTIPLE MYELOMA |
| title_short | BRAIN-TO-LIVER RATIO FROM 18F-FDG-PET/CT AS A PROGNOSTIC MARKER IN MULTIPLE MYELOMA |
| title_sort | brain to liver ratio from 18f fdg pet ct as a prognostic marker in multiple myeloma |
| topic | 18F-FDG PET/CT Brain-to-Liver Ratio (BLR) Multiple Myeloma Prognostic Marker Tumor Glycolysis |
| url | http://www.sciencedirect.com/science/article/pii/S2531137925000616 |
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