Literature DB >> 19926910

The impact of respiratory motion on tumor quantification and delineation in static PET/CT imaging.

Chi Liu1, Larry A Pierce, Adam M Alessio, Paul E Kinahan.   

Abstract

Our aim is to investigate the impact of respiratory motion on tumor quantification and delineation in static PET/CT imaging using a population of patient respiratory traces. A total of 1295 respiratory traces acquired during whole body PET/CT imaging were classified into three types according to the qualitative shape of their signal histograms. Each trace was scaled to three diaphragm motion amplitudes (6 mm, 11 mm and 16 mm) to drive a whole body PET/CT computer simulation that was validated with a physical phantom experiment. Three lung lesions and one liver lesion were simulated with diameters of 1 cm and 2 cm. PET data were reconstructed using the OS-EM algorithm with attenuation correction using CT images at the end-expiration phase and respiratory-averaged CT. The errors of the lesion maximum standardized uptake values (SUV(max)) and lesion volumes between motion-free and motion-blurred PET/CT images were measured and analyzed. For respiration with 11 mm diaphragm motion and larger quiescent period fraction, respiratory motion can cause a mean lesion SUV(max) underestimation of 28% and a mean lesion volume overestimation of 130% in PET/CT images with 1 cm lesions. The errors of lesion SUV(max) and volume are larger for patient traces with larger motion amplitudes. Smaller lesions are more sensitive to respiratory motion than larger lesions for the same motion amplitude. Patient respiratory traces with relatively larger quiescent period fraction yield results less subject to respiratory motion than traces with long-term amplitude variability. Mismatched attenuation correction due to respiratory motion can cause SUV(max) overestimation for lesions in the lower lung region close to the liver dome. Using respiratory-averaged CT for attenuation correction yields smaller mismatch errors than those using end-expiration CT. Respiratory motion can have a significant impact on static oncological PET/CT imaging where SUV and/or volume measurements are important. The impact is highly dependent upon motion amplitude, lesion location and size, attenuation map and respiratory pattern. To overcome the motion effect, motion compensation techniques may be necessary in clinical practice to improve the tumor quantification for determining the response to therapy or for radiation treatment planning.

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Year:  2009        PMID: 19926910      PMCID: PMC2895622          DOI: 10.1088/0031-9155/54/24/007

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  39 in total

1.  4D-CT imaging of a volume influenced by respiratory motion on multi-slice CT.

Authors:  Tinsu Pan; Ting-Yim Lee; Eike Rietzel; George T Y Chen
Journal:  Med Phys       Date:  2004-02       Impact factor: 4.071

2.  Attenuation correction of PET images with respiration-averaged CT images in PET/CT.

Authors:  Tinsu Pan; Osama Mawlawi; Sadek A Nehmeh; Yusuf E Erdi; Dershan Luo; Hui H Liu; Richard Castillo; Radhe Mohan; Zhongxing Liao; H A Macapinlac
Journal:  J Nucl Med       Date:  2005-09       Impact factor: 10.057

3.  Model-based image reconstruction for four-dimensional PET.

Authors:  Tianfang Li; Brian Thorndyke; Eduard Schreibmann; Yong Yang; Lei Xing
Journal:  Med Phys       Date:  2006-05       Impact factor: 4.071

4.  Joint model of motion and anatomy for PET image reconstruction.

Authors:  Feng Qiao; Tinsu Pan; John W Clark; Osama Mawlawi
Journal:  Med Phys       Date:  2007-12       Impact factor: 4.071

5.  APPLICATION OF A SPATIALLY VARIANT SYSTEM MODEL FOR 3-D WHOLE-BODY PET IMAGE RECONSTRUCTION.

Authors:  Adam M Alessio; Paul E Kinahan
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2008-05-14

6.  Improvement of the cine-CT based 4D-CT imaging.

Authors:  Tinsu Pan; Xiaojun Sun; Dershan Luo
Journal:  Med Phys       Date:  2007-11       Impact factor: 4.071

7.  Comparison of different methods for delineation of 18F-FDG PET-positive tissue for target volume definition in radiotherapy of patients with non-Small cell lung cancer.

Authors:  Ursula Nestle; Stephanie Kremp; Andrea Schaefer-Schuler; Christiane Sebastian-Welsch; Dirk Hellwig; Christian Rübe; Carl-Martin Kirsch
Journal:  J Nucl Med       Date:  2005-08       Impact factor: 10.057

8.  18F-FDG PET definition of gross tumor volume for radiotherapy of non-small cell lung cancer: is a single standardized uptake value threshold approach appropriate?

Authors:  Kenneth J Biehl; Feng-Ming Kong; Farrokh Dehdashti; Jian-Yue Jin; Sasa Mutic; Issam El Naqa; Barry A Siegel; Jeffrey D Bradley
Journal:  J Nucl Med       Date:  2006-11       Impact factor: 10.057

9.  Precise and real-time measurement of 3D tumor motion in lung due to breathing and heartbeat, measured during radiotherapy.

Authors:  Yvette Seppenwoolde; Hiroki Shirato; Kei Kitamura; Shinichi Shimizu; Marcel van Herk; Joos V Lebesque; Kazuo Miyasaka
Journal:  Int J Radiat Oncol Biol Phys       Date:  2002-07-15       Impact factor: 7.038

10.  Phase versus amplitude sorting of 4D-CT data.

Authors:  Nicole Wink; Christoph Panknin; Timothy D Solberg
Journal:  J Appl Clin Med Phys       Date:  2006-02-15       Impact factor: 2.102

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  70 in total

1.  Respiratory-induced errors in tumor quantification and delineation in CT attenuation-corrected PET images: effects of tumor size, tumor location, and respiratory trace: a simulation study using the 4D XCAT phantom.

Authors:  Parham Geramifar; Mojtaba Shamsaie Zafarghandi; Pardis Ghafarian; Arman Rahmim; Mohammad Reza Ay
Journal:  Mol Imaging Biol       Date:  2013-12       Impact factor: 3.488

2.  Prognostic value of 18F-fluorodeoxyglucose PET parameters and inflammation in patients with nasopharyngeal carcinoma.

Authors:  Liting Zhong; Chunming Li; Yunyan Ren; Dehua Wu
Journal:  Oncol Lett       Date:  2017-08-24       Impact factor: 2.967

3.  Assessment of patient selection criteria for quantitative imaging with respiratory-gated positron emission tomography.

Authors:  Stephen R Bowen; Larry A Pierce; Adam M Alessio; Chi Liu; Scott D Wollenweber; Charles W Stearns; Paul E Kinahan
Journal:  J Med Imaging (Bellingham)       Date:  2014-09-24

4.  Respiratory motion correction for quantitative PET/CT using all detected events with internal-external motion correlation.

Authors:  Chi Liu; Adam M Alessio; Paul E Kinahan
Journal:  Med Phys       Date:  2011-05       Impact factor: 4.071

5.  Optimizing bioimpedance measurement configuration for dual-gated nuclear medicine imaging: a sensitivity study.

Authors:  Tuomas Koivumäki; Marko Vauhkonen; Jyrki T Kuikka; Mikko A Hakulinen
Journal:  Med Biol Eng Comput       Date:  2011-05-27       Impact factor: 2.602

6.  Adaptation of the modified Bouc-Wen model to compensate for hysteresis in respiratory motion for the list-mode binning of cardiac SPECT and PET acquisitions: testing using MRI.

Authors:  Paul K R Dasari; Mohammed Salman Shazeeb; Arda Könik; Clifford Lindsay; Joyeeta M Mukherjee; Karen L Johnson; Michael A King
Journal:  Med Phys       Date:  2014-11       Impact factor: 4.071

7.  Derivation of a respiration trigger signal in small animal list-mode PET based on respiration-induced variations of the ECG signal.

Authors:  Andrei Todica; Sebastian Lehner; Hao Wang; Mathias J Zacherl; Katharina Nekolla; Erik Mille; Guoming Xiong; Peter Bartenstein; Christian la Fougère; Marcus Hacker; Guido Böning
Journal:  J Nucl Cardiol       Date:  2015-06-12       Impact factor: 5.952

8.  Higher-order singular value decomposition-based lung parcellation for breathing motion management.

Authors:  Samadrita Roy Chowdhury; Joyita Dutta
Journal:  J Med Imaging (Bellingham)       Date:  2019-05-03

9.  Respiratory motion reduction with a dual gating approach in myocardial perfusion SPECT: Effect on left ventricular functional parameters.

Authors:  Matti J Kortelainen; Tuomas M Koivumäki; Marko J Vauhkonen; Marja K Hedman; Satu T J Kärkkäinen; Juanita Niño Quintero; Mikko A Hakulinen
Journal:  J Nucl Cardiol       Date:  2017-03-16       Impact factor: 5.952

10.  Comparison of the clinical performance of upper abdominal PET/DCE-MRI with and without concurrent respiratory motion correction (MoCo).

Authors:  Onofrio A Catalano; Lale Umutlu; Niccolo Fuin; Matthew Louis Hibert; Michele Scipioni; Stefano Pedemonte; Mark Vangel; Andreea Maria Catana; Ken Herrmann; Felix Nensa; David Groshar; Umar Mahmood; Bruce R Rosen; Ciprian Catana
Journal:  Eur J Nucl Med Mol Imaging       Date:  2018-07-11       Impact factor: 9.236

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