Relationship between tumor mutational burden and maximum standardized uptake value in 2-[18F]FDG PET (positron emission tomography) scan in cancer patients

Abstract Purpose Deriving links between imaging and genomic markers is an evolving field. 2-[18F]FDG PET/CT (18F-fluorodeoxyglucose positron emission tomography–computed tomography) is commonly used for cancer imaging, with maximum standardized uptake value (SUVmax) as the main quantitative paramete...

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Main Authors: Amin Haghighat Jahromi, Donald A. Barkauskas, Matthew Zabel, Aaron M. Goodman, Garret Frampton, Mina Nikanjam, Carl K. Hoh, Razelle Kurzrock
Format: Article
Language:English
Published: SpringerOpen 2020-12-01
Series:EJNMMI Research
Subjects:
Online Access:https://doi.org/10.1186/s13550-020-00732-z
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spelling doaj-570b04f0800d47b986d88bdcc75e68ea2020-12-13T12:18:39ZengSpringerOpenEJNMMI Research2191-219X2020-12-011011710.1186/s13550-020-00732-zRelationship between tumor mutational burden and maximum standardized uptake value in 2-[18F]FDG PET (positron emission tomography) scan in cancer patientsAmin Haghighat Jahromi0Donald A. Barkauskas1Matthew Zabel2Aaron M. Goodman3Garret Frampton4Mina Nikanjam5Carl K. Hoh6Razelle Kurzrock7Department of Radiology, University of California, San DiegoDepartment of Preventive Medicine, Biostatistics Division, Keck School of Medicine of the University of Southern CaliforniaDepartment of Radiology, University of California, San DiegoDivision of Blood and Marrow Transplantation, Department of Medicine, University of California San Diego (UCSD)Foundation MedicineCenter for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, University of California San Diego Moores Cancer CenterDepartment of Radiology, University of California, San DiegoCenter for Personalized Cancer Therapy and Division of Hematology and Oncology, Department of Medicine, University of California San Diego Moores Cancer CenterAbstract Purpose Deriving links between imaging and genomic markers is an evolving field. 2-[18F]FDG PET/CT (18F-fluorodeoxyglucose positron emission tomography–computed tomography) is commonly used for cancer imaging, with maximum standardized uptake value (SUVmax) as the main quantitative parameter. Tumor mutational burden (TMB), the quantitative variable obtained using next-generation sequencing on a tissue biopsy sample, is a putative immunotherapy response predictor. We report the relationship between TMB and SUVmax, linking these two important parameters. Methods In this pilot study, we analyzed 1923 patients with diverse cancers and available TMB values. Overall, 273 patients met our eligibility criteria in that they had no systemic treatment prior to imaging/biopsy, and also had 2-[18F]FDG PET/CT within 6 months prior to the tissue biopsy, to ensure acceptable temporal correlation between imaging and genomic evaluation. Results We found a linear correlation between TMB and SUVmax (p < 0.001). In the multivariate analysis, only TMB independently correlated with SUVmax, whereas age, gender, and tumor organ did not. Conclusion Our observations link SUVmax in readily available, routinely used, and noninvasive 2-[18F]FDG PET/CT imaging to the TMB, which requires a tissue biopsy and time to process. Since higher TMB has been implicated as a prognostic biomarker for better outcomes after immunotherapy, further investigation will be needed to determine if SUVmax can stratify patient response to immunotherapy.https://doi.org/10.1186/s13550-020-00732-zTumor mutational burdenSUVmaxCancerImmunotherapy
collection DOAJ
language English
format Article
sources DOAJ
author Amin Haghighat Jahromi
Donald A. Barkauskas
Matthew Zabel
Aaron M. Goodman
Garret Frampton
Mina Nikanjam
Carl K. Hoh
Razelle Kurzrock
spellingShingle Amin Haghighat Jahromi
Donald A. Barkauskas
Matthew Zabel
Aaron M. Goodman
Garret Frampton
Mina Nikanjam
Carl K. Hoh
Razelle Kurzrock
Relationship between tumor mutational burden and maximum standardized uptake value in 2-[18F]FDG PET (positron emission tomography) scan in cancer patients
EJNMMI Research
Tumor mutational burden
SUVmax
Cancer
Immunotherapy
author_facet Amin Haghighat Jahromi
Donald A. Barkauskas
Matthew Zabel
Aaron M. Goodman
Garret Frampton
Mina Nikanjam
Carl K. Hoh
Razelle Kurzrock
author_sort Amin Haghighat Jahromi
title Relationship between tumor mutational burden and maximum standardized uptake value in 2-[18F]FDG PET (positron emission tomography) scan in cancer patients
title_short Relationship between tumor mutational burden and maximum standardized uptake value in 2-[18F]FDG PET (positron emission tomography) scan in cancer patients
title_full Relationship between tumor mutational burden and maximum standardized uptake value in 2-[18F]FDG PET (positron emission tomography) scan in cancer patients
title_fullStr Relationship between tumor mutational burden and maximum standardized uptake value in 2-[18F]FDG PET (positron emission tomography) scan in cancer patients
title_full_unstemmed Relationship between tumor mutational burden and maximum standardized uptake value in 2-[18F]FDG PET (positron emission tomography) scan in cancer patients
title_sort relationship between tumor mutational burden and maximum standardized uptake value in 2-[18f]fdg pet (positron emission tomography) scan in cancer patients
publisher SpringerOpen
series EJNMMI Research
issn 2191-219X
publishDate 2020-12-01
description Abstract Purpose Deriving links between imaging and genomic markers is an evolving field. 2-[18F]FDG PET/CT (18F-fluorodeoxyglucose positron emission tomography–computed tomography) is commonly used for cancer imaging, with maximum standardized uptake value (SUVmax) as the main quantitative parameter. Tumor mutational burden (TMB), the quantitative variable obtained using next-generation sequencing on a tissue biopsy sample, is a putative immunotherapy response predictor. We report the relationship between TMB and SUVmax, linking these two important parameters. Methods In this pilot study, we analyzed 1923 patients with diverse cancers and available TMB values. Overall, 273 patients met our eligibility criteria in that they had no systemic treatment prior to imaging/biopsy, and also had 2-[18F]FDG PET/CT within 6 months prior to the tissue biopsy, to ensure acceptable temporal correlation between imaging and genomic evaluation. Results We found a linear correlation between TMB and SUVmax (p < 0.001). In the multivariate analysis, only TMB independently correlated with SUVmax, whereas age, gender, and tumor organ did not. Conclusion Our observations link SUVmax in readily available, routinely used, and noninvasive 2-[18F]FDG PET/CT imaging to the TMB, which requires a tissue biopsy and time to process. Since higher TMB has been implicated as a prognostic biomarker for better outcomes after immunotherapy, further investigation will be needed to determine if SUVmax can stratify patient response to immunotherapy.
topic Tumor mutational burden
SUVmax
Cancer
Immunotherapy
url https://doi.org/10.1186/s13550-020-00732-z
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