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18F-FDG PET/CT Metabolic Tumor Volume and Intratumoral Heterogeneity in Pancreatic Adenocarcinomas: Impact of Dual-Time Point and Segmentation Methods.

Publication ,  Journal Article
Mena, E; Sheikhbahaei, S; Taghipour, M; Jha, AK; Vicente, E; Xiao, J; Subramaniam, RM
Published in: Clin Nucl Med
January 2017

OBJECTIVES: We aimed to determine the consistency of quantitative PET measurements of metabolic tumor volume (MTV) and intratumoral heterogeneity index for primary untreated pancreatic adenocarcinomas, when using dual-time point F-FDG PET/CT imaging. METHODS: This is an institutional review board-approved, retrospective study including 71 patients with pancreatic adenocarcinoma, who underwent dual-time point F-FDG PET/CT imaging, at approximately 1 hour (early) and 2 hours (delayed), after injection. Automated gradient-based and 50% SUVmax-threshold segmentation methods were used to assess the primary tumor MTV and metabolic intratumoral heterogeneity index, calculated as the area under cumulative SUV-volume histograms (AUC-CSH), with lower AUC-CHS indexes corresponding to higher degrees of tumor heterogeneity. We defined that more than a ±10% change in MTV or AUC-CSH, compared with baseline, as clinically significant. RESULTS: Seventy-one FDG-avid pancreatic tumors were identified, with an average tumor diameter of 3.4 ± 0.9 cm (range, 1.5-6.4 cm). Metabolic tumor volume values remained consistent between early and delayed imaging when using the gradient PET segmentation method (P = 0.086), whereas statistically significant change was seen when using 50% SUVmax-threshold segmentation (P < 0.001). A decrease in more than 10% change in MTV (% ΔMTV) was observed in 70.4% (50/71) tumors, and 7.0% (5/71) of the tumors showed an increase more than 10 % ΔMTV, when using the 50% SUVmax-threshold segmentation. AUC-CSH indexes showed statistically significant differences between early and delayed time points (P < 0.001), when using the gradient segmentation. AUC-CSH index decreased by 10% or greater in 40.8% (29/71) of the tumors. AUC-CSH index remained stable between early and delayed when using the 50% SUVmax-threshold segmentation (P = 0.148) with percentage of change of less than 10% for all tumors. CONCLUSIONS: Metabolic tumor volume was relatively stable between early and delayed time points when PET gradient segmentation was used but changed greater than 10% in 77.4% of the tumors at delayed time point when threshold segmentation was used. The tumor heterogeneity index (AUC-CSH) changed greater than 10% in 40.8% of tumors at delayed imaging, when gradient segmentation was used but remained stable when threshold segmentation was used. It is important to standardize uptake time and segmentation methods to use FDG PET MTV and heterogeneity index as imaging biomarkers.

Duke Scholars

Published In

Clin Nucl Med

DOI

EISSN

1536-0229

Publication Date

January 2017

Volume

42

Issue

1

Start / End Page

e16 / e21

Location

United States

Related Subject Headings

  • Tumor Burden
  • Retrospective Studies
  • Radiopharmaceuticals
  • Positron-Emission Tomography
  • Positron Emission Tomography Computed Tomography
  • Pancreatic Neoplasms
  • Nuclear Medicine & Medical Imaging
  • Middle Aged
  • Male
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Mena, E., Sheikhbahaei, S., Taghipour, M., Jha, A. K., Vicente, E., Xiao, J., & Subramaniam, R. M. (2017). 18F-FDG PET/CT Metabolic Tumor Volume and Intratumoral Heterogeneity in Pancreatic Adenocarcinomas: Impact of Dual-Time Point and Segmentation Methods. Clin Nucl Med, 42(1), e16–e21. https://doi.org/10.1097/RLU.0000000000001446
Mena, Esther, Sara Sheikhbahaei, Mehdi Taghipour, Abhinav K. Jha, Esther Vicente, Jennifer Xiao, and Rathan M. Subramaniam. “18F-FDG PET/CT Metabolic Tumor Volume and Intratumoral Heterogeneity in Pancreatic Adenocarcinomas: Impact of Dual-Time Point and Segmentation Methods.Clin Nucl Med 42, no. 1 (January 2017): e16–21. https://doi.org/10.1097/RLU.0000000000001446.
Mena E, Sheikhbahaei S, Taghipour M, Jha AK, Vicente E, Xiao J, et al. 18F-FDG PET/CT Metabolic Tumor Volume and Intratumoral Heterogeneity in Pancreatic Adenocarcinomas: Impact of Dual-Time Point and Segmentation Methods. Clin Nucl Med. 2017 Jan;42(1):e16–21.
Mena, Esther, et al. “18F-FDG PET/CT Metabolic Tumor Volume and Intratumoral Heterogeneity in Pancreatic Adenocarcinomas: Impact of Dual-Time Point and Segmentation Methods.Clin Nucl Med, vol. 42, no. 1, Jan. 2017, pp. e16–21. Pubmed, doi:10.1097/RLU.0000000000001446.
Mena E, Sheikhbahaei S, Taghipour M, Jha AK, Vicente E, Xiao J, Subramaniam RM. 18F-FDG PET/CT Metabolic Tumor Volume and Intratumoral Heterogeneity in Pancreatic Adenocarcinomas: Impact of Dual-Time Point and Segmentation Methods. Clin Nucl Med. 2017 Jan;42(1):e16–e21.

Published In

Clin Nucl Med

DOI

EISSN

1536-0229

Publication Date

January 2017

Volume

42

Issue

1

Start / End Page

e16 / e21

Location

United States

Related Subject Headings

  • Tumor Burden
  • Retrospective Studies
  • Radiopharmaceuticals
  • Positron-Emission Tomography
  • Positron Emission Tomography Computed Tomography
  • Pancreatic Neoplasms
  • Nuclear Medicine & Medical Imaging
  • Middle Aged
  • Male
  • Humans