Skip to main content
Top
Published in: Radiation Oncology 1/2018

Open Access 01-12-2018 | Research

Predictive value of pediatric respiratory-induced diaphragm motion quantified using pre-treatment 4DCT and CBCTs

Authors: Sophie C. Huijskens, Irma W. E. M. van Dijk, Jorrit Visser, Brian V. Balgobind, Coen R. N. Rasch, Tanja Alderliesten, Arjan Bel

Published in: Radiation Oncology | Issue 1/2018

Login to get access

Abstract

Background

In adults, a single pre-treatment four-dimensional CT (4D-CT) acquisition is often used to account for respiratory-induced target motion during radiotherapy. However, studies have indicated that a 4D-CT is not always representative for respiratory motion. Our aim was to investigate whether respiratory-induced diaphragm motion in children on a single pre-treatment 4DCT can accurately predict respiratory-induced diaphragm motion as observed on cone beam CTs (CBCTs).

Methods

Twelve patients (mean age 14.5 yrs.; range 8.6–17.9 yrs) were retrospectively included based on visibility of the diaphragm on abdominal or thoracic imaging data acquired during free breathing. A 4DCT for planning purposes and daily/weekly CBCTs (total 125; range 4–29 per patient) acquired prior to dose delivery were available. The amplitude, corresponding to the difference in position of the diaphragm in cranial-caudal direction in end-inspiration and end-expiration phases, was extracted from the 4DCT (A4DCT). The amplitude in CBCTs (ACBCT) was defined as displacement between averaged in- and expiration diaphragm positions on corresponding projection images, and the distribution of ACBCT was compared to A4DCT (one-sample t-test, significance level p < 0.05).

Results

Over all patients, the mean A4DCT was 10.4 mm and the mean ACBCT 11.6 mm. For 9/12 patients, A4DCT differed significantly (p < 0.05) from ACBCT. Differences > 3 mm were found in 69/125 CBCTs (55%), with A4DCT mostly underestimating ACBCT. For 7/12 patients, diaphragm positions differed significantly from the baseline position.

Conclusion

Respiratory-induced diaphragm motion determined on 4DCT does not accurately predict the daily respiratory-induced diaphragm motion observed on CBCTs, as the amplitude and baseline position differed statistically significantly in the majority of patients. Regular monitoring of respiratory motion during the treatment course using CBCTs could yield a higher accuracy when a daily adaptation to the actual breathing amplitude takes place.
Appendix
Available only for authorised users
Literature
1.
go back to reference Keall PJ, Mageras GS, Balter JM, Emery RS, Forster KM, Jiang SB, et al. The management of respiratory motion in radiation oncology report of AAPM task group 76. Med Phys. 2006;33:3874–900.CrossRef Keall PJ, Mageras GS, Balter JM, Emery RS, Forster KM, Jiang SB, et al. The management of respiratory motion in radiation oncology report of AAPM task group 76. Med Phys. 2006;33:3874–900.CrossRef
2.
go back to reference Claude L, Malet C, Pommier P, Thiesse P, Chabaud S, Carrie C. Active breathing control for Hodgkin's disease in childhood and adolescence: feasibility, advantages, and limits. Int J Radiat Oncol Biol Phys. 2007;67:1470–5.CrossRef Claude L, Malet C, Pommier P, Thiesse P, Chabaud S, Carrie C. Active breathing control for Hodgkin's disease in childhood and adolescence: feasibility, advantages, and limits. Int J Radiat Oncol Biol Phys. 2007;67:1470–5.CrossRef
3.
go back to reference Demoor-Goldschmidt C, Chiavassa S, Josset S, Mahe MA, Supiot S. Respiratory-gated bilateral pulmonary radiotherapy for Ewing's sarcoma and nephroblastoma in children and young adults: Dosimetric and clinical feasibility studies. Cancer Radiother. 2017;21:124–9.CrossRef Demoor-Goldschmidt C, Chiavassa S, Josset S, Mahe MA, Supiot S. Respiratory-gated bilateral pulmonary radiotherapy for Ewing's sarcoma and nephroblastoma in children and young adults: Dosimetric and clinical feasibility studies. Cancer Radiother. 2017;21:124–9.CrossRef
4.
go back to reference Filin A, Treisman S, Peles Bortz A. Radiation therapy preparation by a multidisciplinary team for childhood cancer patients aged 31/2 to 6 years. J Pediatr Oncol Nurs. 2009;26:81–5.CrossRef Filin A, Treisman S, Peles Bortz A. Radiation therapy preparation by a multidisciplinary team for childhood cancer patients aged 31/2 to 6 years. J Pediatr Oncol Nurs. 2009;26:81–5.CrossRef
5.
go back to reference Bucholtz JD. Comforting children during radiotherapy. Oncol Nurs Forum. 1994;21:987–94.PubMed Bucholtz JD. Comforting children during radiotherapy. Oncol Nurs Forum. 1994;21:987–94.PubMed
6.
go back to reference Tyc VL, Klosky JL, Kronenberg M, de Armendi AJ, Merchant TE. Children's distress in anticipation of radiation therapy procedures. Child Health Care. 2002;31:11–27.CrossRef Tyc VL, Klosky JL, Kronenberg M, de Armendi AJ, Merchant TE. Children's distress in anticipation of radiation therapy procedures. Child Health Care. 2002;31:11–27.CrossRef
8.
go back to reference Wolthaus JW, Schneider C, Sonke JJ, van Herk M, Belderbos JS, Rossi MM, et al. Mid-ventilation CT scan construction from four-dimensional respiration-correlated CT scans for radiotherapy planning of lung cancer patients. Int J Radiat Oncol Biol Phys. 2006;65:1560–71.CrossRef Wolthaus JW, Schneider C, Sonke JJ, van Herk M, Belderbos JS, Rossi MM, et al. Mid-ventilation CT scan construction from four-dimensional respiration-correlated CT scans for radiotherapy planning of lung cancer patients. Int J Radiat Oncol Biol Phys. 2006;65:1560–71.CrossRef
9.
go back to reference Lens E, van der Horst A, Versteijne E, van Tienhoven G, Bel A. Dosimetric advantages of Midventilation compared with internal target volume for radiation therapy of pancreatic Cancer. Int J Radiat Oncol Biol Phys. 2015;92:675–82.CrossRef Lens E, van der Horst A, Versteijne E, van Tienhoven G, Bel A. Dosimetric advantages of Midventilation compared with internal target volume for radiation therapy of pancreatic Cancer. Int J Radiat Oncol Biol Phys. 2015;92:675–82.CrossRef
10.
go back to reference Wolthaus JW, Sonke JJ, van Herk M, Belderbos JS, Rossi MM, Lebesque JV, et al. Comparison of different strategies to use four-dimensional computed tomography in treatment planning for lung cancer patients. Int J Radiat Oncol Biol Phys. 2008;70:1229–38.CrossRef Wolthaus JW, Sonke JJ, van Herk M, Belderbos JS, Rossi MM, Lebesque JV, et al. Comparison of different strategies to use four-dimensional computed tomography in treatment planning for lung cancer patients. Int J Radiat Oncol Biol Phys. 2008;70:1229–38.CrossRef
11.
go back to reference Britton KR, Starkschall G, Tucker SL, Pan T, Nelson C, Chang JY, et al. Assessment of gross tumor volume regression and motion changes during radiotherapy for non-small-cell lung cancer as measured by four-dimensional computed tomography. Int J Radiat Oncol Biol Phys. 2007;68:1036–46.CrossRef Britton KR, Starkschall G, Tucker SL, Pan T, Nelson C, Chang JY, et al. Assessment of gross tumor volume regression and motion changes during radiotherapy for non-small-cell lung cancer as measured by four-dimensional computed tomography. Int J Radiat Oncol Biol Phys. 2007;68:1036–46.CrossRef
12.
go back to reference Ge J, Santanam L, Noel C, Parikh PJ. Planning 4-dimensional computed tomography (4DCT) cannot adequately represent daily intrafractional motion of abdominal tumors. Int J Radiat Oncol Biol Phys. 2013;85:999–1005.CrossRef Ge J, Santanam L, Noel C, Parikh PJ. Planning 4-dimensional computed tomography (4DCT) cannot adequately represent daily intrafractional motion of abdominal tumors. Int J Radiat Oncol Biol Phys. 2013;85:999–1005.CrossRef
13.
go back to reference Lens E, van der Horst A, Kroon PS, van Hooft JE, Davila Fajardo R, Fockens P, et al. Differences in respiratory-induced pancreatic tumor motion between 4D treatment planning CT and daily cone beam CT, measured using intratumoral fiducials. Acta Oncol. 2014;53:1257–64.CrossRef Lens E, van der Horst A, Kroon PS, van Hooft JE, Davila Fajardo R, Fockens P, et al. Differences in respiratory-induced pancreatic tumor motion between 4D treatment planning CT and daily cone beam CT, measured using intratumoral fiducials. Acta Oncol. 2014;53:1257–64.CrossRef
14.
go back to reference Huijskens SC, van Dijk IW, Visser J, Rasch CR, Alderliesten T, Bel A. Magnitude and variability of respiratory-induced diaphragm motion in children during image-guided radiotherapy. Radiother Oncol. 2017;123:263–9.CrossRef Huijskens SC, van Dijk IW, Visser J, Rasch CR, Alderliesten T, Bel A. Magnitude and variability of respiratory-induced diaphragm motion in children during image-guided radiotherapy. Radiother Oncol. 2017;123:263–9.CrossRef
15.
go back to reference Pai Panandiker AS, Sharma S, Naik MH, Wu S, Hua C, Beltran C, et al. Novel assessment of renal motion in children as measured via four-dimensional computed tomography. Int J Radiat Oncol Biol Phys. 2012;82:1771–6.CrossRef Pai Panandiker AS, Sharma S, Naik MH, Wu S, Hua C, Beltran C, et al. Novel assessment of renal motion in children as measured via four-dimensional computed tomography. Int J Radiat Oncol Biol Phys. 2012;82:1771–6.CrossRef
16.
go back to reference Kannan S, Teo BK, Solberg T, Hill-Kayser C. Organ motion in pediatric high-risk neuroblastoma patients using four-dimensional computed tomography. J Appl Clin Med Phys. 2017;18:107–14.PubMed Kannan S, Teo BK, Solberg T, Hill-Kayser C. Organ motion in pediatric high-risk neuroblastoma patients using four-dimensional computed tomography. J Appl Clin Med Phys. 2017;18:107–14.PubMed
18.
go back to reference Rankine L, Wan H, Parikh P, Maughan N, Poulsen P, DeWees T, et al. Cone-beam computed tomography internal motion tracking should be used to validate 4-dimensional computed tomography for abdominal radiation therapy patients. Int J Radiat Oncol Biol Phys. 2016;95:818–26.CrossRef Rankine L, Wan H, Parikh P, Maughan N, Poulsen P, DeWees T, et al. Cone-beam computed tomography internal motion tracking should be used to validate 4-dimensional computed tomography for abdominal radiation therapy patients. Int J Radiat Oncol Biol Phys. 2016;95:818–26.CrossRef
19.
go back to reference Gierga DP, Chen GT, Kung JH, Betke M, Lombardi J, Willett CG. Quantification of respiration-induced abdominal tumor motion and its impact on IMRT dose distributions. Int J Radiat Oncol Biol Phys. 2004;58:1584–95.CrossRef Gierga DP, Chen GT, Kung JH, Betke M, Lombardi J, Willett CG. Quantification of respiration-induced abdominal tumor motion and its impact on IMRT dose distributions. Int J Radiat Oncol Biol Phys. 2004;58:1584–95.CrossRef
20.
go back to reference de Boer HC, Heijmen BJ. eNAL: an extension of the NAL setup correction protocol for effective use of weekly follow-up measurements. Int J Radiat Oncol Biol Phys. 2007;67:1586–95.CrossRef de Boer HC, Heijmen BJ. eNAL: an extension of the NAL setup correction protocol for effective use of weekly follow-up measurements. Int J Radiat Oncol Biol Phys. 2007;67:1586–95.CrossRef
21.
go back to reference Rit S, van Herk M, Zijp L, Sonke JJ. Quantification of the variability of diaphragm motion and implications for treatment margin construction. Int J Radiat Oncol Biol Phys. 2012;82:e399–407.CrossRef Rit S, van Herk M, Zijp L, Sonke JJ. Quantification of the variability of diaphragm motion and implications for treatment margin construction. Int J Radiat Oncol Biol Phys. 2012;82:e399–407.CrossRef
22.
go back to reference Marchant TE, Amer AM, Moore CJ. Measurement of inter and intra fraction organ motion in radiotherapy using cone beam CT projection images. Phys Med Biol. 2008;53:1087–98.CrossRef Marchant TE, Amer AM, Moore CJ. Measurement of inter and intra fraction organ motion in radiotherapy using cone beam CT projection images. Phys Med Biol. 2008;53:1087–98.CrossRef
23.
go back to reference Wink N, Panknin C, Solberg TD. Phase versus amplitude sorting of 4D-CT data. J Appl Clin Med Phys. 2006;7:77–85.CrossRef Wink N, Panknin C, Solberg TD. Phase versus amplitude sorting of 4D-CT data. J Appl Clin Med Phys. 2006;7:77–85.CrossRef
24.
go back to reference Jin P, Hulshof M, van Wieringen N, Bel A, Alderliesten T. Interfractional variability of respiration-induced esophageal tumor motion quantified using fiducial markers and four-dimensional cone-beam computed tomography. Radiother Oncol. 2017;124:147–54.CrossRef Jin P, Hulshof M, van Wieringen N, Bel A, Alderliesten T. Interfractional variability of respiration-induced esophageal tumor motion quantified using fiducial markers and four-dimensional cone-beam computed tomography. Radiother Oncol. 2017;124:147–54.CrossRef
25.
go back to reference Yang J, Cai J, Wang H, Chang Z, Czito BG, Bashir MR, et al. Is diaphragm motion a good surrogate for liver tumor motion? Int J Radiat Oncol Biol Phys. 2014;90:952–8.CrossRef Yang J, Cai J, Wang H, Chang Z, Czito BG, Bashir MR, et al. Is diaphragm motion a good surrogate for liver tumor motion? Int J Radiat Oncol Biol Phys. 2014;90:952–8.CrossRef
26.
go back to reference Xi M, Liu MZ, Li QQ, Cai L, Zhang L, Hu YH. Analysis of abdominal organ motion using four-dimensional CT. Ai Zheng. 2009;28:989–93.PubMed Xi M, Liu MZ, Li QQ, Cai L, Zhang L, Hu YH. Analysis of abdominal organ motion using four-dimensional CT. Ai Zheng. 2009;28:989–93.PubMed
27.
go back to reference Siva S, Pham D, Gill S, Bressel M, Dang K, Devereux T, et al. An analysis of respiratory induced kidney motion on four-dimensional computed tomography and its implications for stereotactic kidney radiotherapy. Radiat Oncol. 2013;8:248.CrossRef Siva S, Pham D, Gill S, Bressel M, Dang K, Devereux T, et al. An analysis of respiratory induced kidney motion on four-dimensional computed tomography and its implications for stereotactic kidney radiotherapy. Radiat Oncol. 2013;8:248.CrossRef
28.
go back to reference Brody AS, Frush DP, Huda W, Brent RL, American Academy of Pediatrics Section on R. Radiation risk to children from computed tomography. Pediatrics. 2007;120:677–82.CrossRef Brody AS, Frush DP, Huda W, Brent RL, American Academy of Pediatrics Section on R. Radiation risk to children from computed tomography. Pediatrics. 2007;120:677–82.CrossRef
29.
go back to reference Slovis TL. Children, computed tomography radiation dose, and the as low as reasonably achievable (ALARA) concept. Pediatrics. 2003;112:971–2.CrossRef Slovis TL. Children, computed tomography radiation dose, and the as low as reasonably achievable (ALARA) concept. Pediatrics. 2003;112:971–2.CrossRef
30.
go back to reference Miglioretti DL, Johnson E, Williams A, Greenlee RT, Weinmann S, Solberg LI, et al. The use of computed tomography in pediatrics and the associated radiation exposure and estimated cancer risk. JAMA Pediatr. 2013;167:700–7.CrossRef Miglioretti DL, Johnson E, Williams A, Greenlee RT, Weinmann S, Solberg LI, et al. The use of computed tomography in pediatrics and the associated radiation exposure and estimated cancer risk. JAMA Pediatr. 2013;167:700–7.CrossRef
31.
go back to reference Vedam SS, Kini VR, Keall PJ, Ramakrishnan V, Mostafavi H, Mohan R. Quantifying the predictability of diaphragm motion during respiration with a noninvasive external marker. Med Phys. 2003;30(4):505–13.CrossRef Vedam SS, Kini VR, Keall PJ, Ramakrishnan V, Mostafavi H, Mohan R. Quantifying the predictability of diaphragm motion during respiration with a noninvasive external marker. Med Phys. 2003;30(4):505–13.CrossRef
32.
go back to reference Uh J, Krasin MJ, Li Y, Li X, Tinkle C, Lucas JT Jr, et al. Quantification of pediatric abdominal organ motion with a 4-dimensional magnetic resonance imaging method. Int J Radiat Oncol Biol Phys. 2017;99:227–37.CrossRef Uh J, Krasin MJ, Li Y, Li X, Tinkle C, Lucas JT Jr, et al. Quantification of pediatric abdominal organ motion with a 4-dimensional magnetic resonance imaging method. Int J Radiat Oncol Biol Phys. 2017;99:227–37.CrossRef
33.
go back to reference Panandiker AS, Winchell A, Loeffler R, Song R, Rolen M, Hillenbrand C. 4DMRI provides more accurate renal motion estimation in IMRT in young children. Pract Radiat Oncol. 2013;3:S1.CrossRef Panandiker AS, Winchell A, Loeffler R, Song R, Rolen M, Hillenbrand C. 4DMRI provides more accurate renal motion estimation in IMRT in young children. Pract Radiat Oncol. 2013;3:S1.CrossRef
34.
go back to reference Guckenberger M, Wilbert J, Meyer J, Baier K, Richter A, Flentje M. Is a single respiratory correlated 4D-CT study sufficient for evaluation of breathing motion? Int J Radiat Oncol Biol Phys. 2007;67:1352–9.CrossRef Guckenberger M, Wilbert J, Meyer J, Baier K, Richter A, Flentje M. Is a single respiratory correlated 4D-CT study sufficient for evaluation of breathing motion? Int J Radiat Oncol Biol Phys. 2007;67:1352–9.CrossRef
Metadata
Title
Predictive value of pediatric respiratory-induced diaphragm motion quantified using pre-treatment 4DCT and CBCTs
Authors
Sophie C. Huijskens
Irma W. E. M. van Dijk
Jorrit Visser
Brian V. Balgobind
Coen R. N. Rasch
Tanja Alderliesten
Arjan Bel
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Radiation Oncology / Issue 1/2018
Electronic ISSN: 1748-717X
DOI
https://doi.org/10.1186/s13014-018-1143-6

Other articles of this Issue 1/2018

Radiation Oncology 1/2018 Go to the issue