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The impact of respiratory gating on improving volume measurement of murine lung tumors in micro-CT imaging.

Publication ,  Journal Article
Blocker, SJ; Holbrook, MD; Mowery, YM; Sullivan, DC; Badea, CT
Published in: PLoS One
2020

Small animal imaging has become essential in evaluating new cancer therapies as they are translated from the preclinical to clinical domain. However, preclinical imaging faces unique challenges that emphasize the gap between mouse and man. One example is the difference in breathing patterns and breath-holding ability, which can dramatically affect tumor burden assessment in lung tissue. As part of a co-clinical trial studying immunotherapy and radiotherapy in sarcomas, we are using micro-CT of the lungs to detect and measure metastases as a metric of disease progression. To effectively utilize metastatic disease detection as a metric of progression, we have addressed the impact of respiratory gating during micro-CT acquisition on improving lung tumor detection and volume quantitation. Accuracy and precision of lung tumor measurements with and without respiratory gating were studied by performing experiments with in vivo images, simulations, and a pocket phantom. When performing test-retest studies in vivo, the variance in volume calculations was 5.9% in gated images and 15.8% in non-gated images, compared to 2.9% in post-mortem images. Sensitivity of detection was examined in images with simulated tumors, demonstrating that reliable sensitivity (true positive rate (TPR) ≥ 90%) was achievable down to 1.0 mm3 lesions with respiratory gating, but was limited to ≥ 8.0 mm3 in non-gated images. Finally, a clinically-inspired "pocket phantom" was used during in vivo mouse scanning to aid in refining and assessing the gating protocols. Application of respiratory gating techniques reduced variance of repeated volume measurements and significantly improved the accuracy of tumor volume quantitation in vivo.

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Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2020

Volume

15

Issue

2

Start / End Page

e0225019

Location

United States

Related Subject Headings

  • X-Ray Microtomography
  • Sensitivity and Specificity
  • Respiratory-Gated Imaging Techniques
  • Phantoms, Imaging
  • Mice, Transgenic
  • Mice, Inbred C57BL
  • Mice
  • Lung Volume Measurements
  • Lung Neoplasms
  • General Science & Technology
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Blocker, S. J., Holbrook, M. D., Mowery, Y. M., Sullivan, D. C., & Badea, C. T. (2020). The impact of respiratory gating on improving volume measurement of murine lung tumors in micro-CT imaging. PLoS One, 15(2), e0225019. https://doi.org/10.1371/journal.pone.0225019
Blocker, S. J., M. D. Holbrook, Y. M. Mowery, D. C. Sullivan, and C. T. Badea. “The impact of respiratory gating on improving volume measurement of murine lung tumors in micro-CT imaging.PLoS One 15, no. 2 (2020): e0225019. https://doi.org/10.1371/journal.pone.0225019.
Blocker SJ, Holbrook MD, Mowery YM, Sullivan DC, Badea CT. The impact of respiratory gating on improving volume measurement of murine lung tumors in micro-CT imaging. PLoS One. 2020;15(2):e0225019.
Blocker, S. J., et al. “The impact of respiratory gating on improving volume measurement of murine lung tumors in micro-CT imaging.PLoS One, vol. 15, no. 2, 2020, p. e0225019. Pubmed, doi:10.1371/journal.pone.0225019.
Blocker SJ, Holbrook MD, Mowery YM, Sullivan DC, Badea CT. The impact of respiratory gating on improving volume measurement of murine lung tumors in micro-CT imaging. PLoS One. 2020;15(2):e0225019.

Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2020

Volume

15

Issue

2

Start / End Page

e0225019

Location

United States

Related Subject Headings

  • X-Ray Microtomography
  • Sensitivity and Specificity
  • Respiratory-Gated Imaging Techniques
  • Phantoms, Imaging
  • Mice, Transgenic
  • Mice, Inbred C57BL
  • Mice
  • Lung Volume Measurements
  • Lung Neoplasms
  • General Science & Technology