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

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Abstract

<jats:title>ABSTRACT</jats:title><jats:p>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 <jats:italic>in vivo</jats:italic> images, simulations, and a pocket phantom. When performing test-retest studies <jats:italic>in vivo</jats:italic>, 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 mm<jats:sup>3</jats:sup> lesions with respiratory gating, but was limited to ≥ 8.0 mm<jats:sup>3</jats:sup> in non-gated images. Finally, a clinically-inspired “pocket phantom” was used during <jats:italic>in vivo</jats:italic> 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 <jats:italic>in vivo</jats:italic>.</jats:p>

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10.1101/823245

Publication Info

Blocker, SJ, MD Holbrook, YM Mowery, DC Sullivan and CT Badea (n.d.). The impact of respiratory gating on improving volume measurement of murine lung tumors in micro-CT imaging. 10.1101/823245 Retrieved from https://hdl.handle.net/10161/24255.

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Scholars@Duke

Mowery

Yvonne Marie Mowery

Butler Harris Assistant Professor in Radiation Oncology
Sullivan

Daniel Carl Sullivan

Professor Emeritus of Radiology

Research interests are in oncologic imaging, especially the clinical evaluation and validation of imaging biomarkers for therapeutic response assessment.

Badea

Cristian Tudorel Badea

Professor in Radiology

  • Our lab's research focus lies primarily in developing novel quantitative imaging systems, reconstruction algorithms and analysis methods.  My major expertise is in preclinical CT.
  • Currently, we are particularly interested in developing novel strategies for spectral CT imaging using nanoparticle-based contrast agents for theranostics (i.e. therapy and diagnostics).
  • We are also engaged in developing new approaches for multidimensional CT image reconstruction suitable to address difficult undersampling cases in cardiac and spectral CT (dual energy and photon counting) using compressed sensing and/or deep learning.



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