Skip to main content
Top
Published in: Radiation Oncology 1/2014

Open Access 01-12-2014 | Research

The analysis of respiration-induced pancreatic tumor motion based on reference measurement

Authors: Lukas Knybel, Jakub Cvek, Bretislav Otahal, Tomas Jonszta, Lukas Molenda, Daniel Czerny, Eva Skacelikova, Marian Rybar, Pavel Dvorak, David Feltl

Published in: Radiation Oncology | Issue 1/2014

Login to get access

Abstract

Background

To evaluate pancreatic tumor motion and its dynamics during respiration.

Methods and materials

This retrospective study includes 20 patients with unresectable pancreatic cancer who were treated with stereotactic ablative radiotherapy. An online respiratory tumor tracking system was used. Periodical maximum and minimum tumor positions with respiration in superior-inferior (SI), latero-lateral (LL), and anterior-posterior (AP) directions were collected for tumor motion evaluation. The predictability of tumor motion in each axis, based on reference measurement, was analyzed.

Results

The use of a 20-mm and 5-mm constant margins for SI and LL/AP directions, avoids target underdosage, without the need for reference measurement. Pearson’s correlation coefficient indicated only a modest correlation between reference and subsequent measurements in the SI direction (r = 0.50) and no correlation in LL (r = 0.17) and AP (r = 0.35) directions. When margins based on the reference measurement of respiratory tumor motion are used, then 30% of patients have a risk zone of underdosage >3 mm (in average). ITV (internal target volume) optimization based on the reference measurement is possible, but allows only modest margin reduction (approximately from 20 mm to 16-17 mm) in SI direction and no reduction in AP and LL directions.

Conclusion

Our results support the use of 20-mm margin in the SI direction and 5-mm margins in the LL and AP directions to account for respiratory motion without reference measurement. Single measurement of tumor motion allows only modest margin reduction. Further margin reduction is only possible when there is on-line tumor motion control according to internal markers.
Appendix
Available only for authorised users
Literature
1.
go back to reference Geer RJ, Brennan MF: Prognostic indicators for survival after resection of pancreatic adenocarcinoma. Am J Surg 1993, 165: 68-73. 10.1016/S0002-9610(05)80406-4CrossRefPubMed Geer RJ, Brennan MF: Prognostic indicators for survival after resection of pancreatic adenocarcinoma. Am J Surg 1993, 165: 68-73. 10.1016/S0002-9610(05)80406-4CrossRefPubMed
2.
go back to reference Murphy JD, Adusumilli S, Griffith KA, Ray ME, Zalupski MM, Lawrence TS, Ben-Josef E: Full-dose gemcitabine and concurrent radiotherapy for unresectable pancreatic cancer. Int J Radiat Oncol Biol Phys 2007, 68: 801-808. 10.1016/j.ijrobp.2006.12.053CrossRefPubMed Murphy JD, Adusumilli S, Griffith KA, Ray ME, Zalupski MM, Lawrence TS, Ben-Josef E: Full-dose gemcitabine and concurrent radiotherapy for unresectable pancreatic cancer. Int J Radiat Oncol Biol Phys 2007, 68: 801-808. 10.1016/j.ijrobp.2006.12.053CrossRefPubMed
3.
go back to reference Brown MW, Ning H, Arora B, Albert PS, Poggi M, Camphausen K, Citrin D: A dosimetric analysis of dose escalation using two intensity-modulated radiation therapy techniques in locally advanced pancreatic carcinoma. Int J Radiat Oncol Biol Phys 2006, 65: 274-283. 10.1016/j.ijrobp.2006.01.003CrossRefPubMed Brown MW, Ning H, Arora B, Albert PS, Poggi M, Camphausen K, Citrin D: A dosimetric analysis of dose escalation using two intensity-modulated radiation therapy techniques in locally advanced pancreatic carcinoma. Int J Radiat Oncol Biol Phys 2006, 65: 274-283. 10.1016/j.ijrobp.2006.01.003CrossRefPubMed
4.
go back to reference Gurka MK, Collins SP, Slack R, Tse G, Charabaty A, Ley L, Berzcel L, Lei S, Suy S, Haddad N, Jha R, Johnson CD, Jackson P, Marshall JL, Pishvaian MJ: Stereotactic body radiation therapy with concurrent full-dose gemcitabine for locally advanced pancreatic cancer: a pilot trial demonstanting safety. Radiation Oncol 2013, 8: 44. 10.1186/1748-717X-8-44CrossRef Gurka MK, Collins SP, Slack R, Tse G, Charabaty A, Ley L, Berzcel L, Lei S, Suy S, Haddad N, Jha R, Johnson CD, Jackson P, Marshall JL, Pishvaian MJ: Stereotactic body radiation therapy with concurrent full-dose gemcitabine for locally advanced pancreatic cancer: a pilot trial demonstanting safety. Radiation Oncol 2013, 8: 44. 10.1186/1748-717X-8-44CrossRef
5.
go back to reference Kim Y, Lee WJ, Woo SM, Kim TH, Han S, Kim BH, Moon SH, Kim SS, Koh YH, Park S, Kim J, Kim DY, Park J: Comparison of capecitabine and 5-fluorouracil in chemoradiotherapy for locally advanced pancreatic cancer. Radiation Oncol 2013, 8: 160. 10.1186/1748-717X-8-160CrossRef Kim Y, Lee WJ, Woo SM, Kim TH, Han S, Kim BH, Moon SH, Kim SS, Koh YH, Park S, Kim J, Kim DY, Park J: Comparison of capecitabine and 5-fluorouracil in chemoradiotherapy for locally advanced pancreatic cancer. Radiation Oncol 2013, 8: 160. 10.1186/1748-717X-8-160CrossRef
6.
go back to reference Van der Geld YG, Van Triest B, Verbakel WF, Van Sörnsen de Koste JR, Senan S, Slotman BJ, Lagerwaard FJ: Evaluation of four-dimensional computed tomography-based intensity-modulated and respiratory-gated radiotherapy techniques for pancreatic carcinoma. Int J Radiat Oncol Biol Phys 2008,72(4):1215-1220. 10.1016/j.ijrobp.2008.07.010CrossRefPubMed Van der Geld YG, Van Triest B, Verbakel WF, Van Sörnsen de Koste JR, Senan S, Slotman BJ, Lagerwaard FJ: Evaluation of four-dimensional computed tomography-based intensity-modulated and respiratory-gated radiotherapy techniques for pancreatic carcinoma. Int J Radiat Oncol Biol Phys 2008,72(4):1215-1220. 10.1016/j.ijrobp.2008.07.010CrossRefPubMed
7.
go back to reference Huguet F, Goodman KA, Azria D, Racadot S, Abrams RA: Radiotherapy technical considerations in the management of locally advanced pancreatic cancer: American-French concensus recommendations. Int J Radiat Oncol Biol Phys 2012, 83: 1355-1364. 10.1016/j.ijrobp.2011.11.050CrossRefPubMed Huguet F, Goodman KA, Azria D, Racadot S, Abrams RA: Radiotherapy technical considerations in the management of locally advanced pancreatic cancer: American-French concensus recommendations. Int J Radiat Oncol Biol Phys 2012, 83: 1355-1364. 10.1016/j.ijrobp.2011.11.050CrossRefPubMed
8.
go back to reference Aruga T, Itami J, Aruga M, Nakajima K, Shibata K, Nojo T, Yasuda S, Uno T, Hara R, Isobe K, Machida N, Ito H: Target volume definition for upper abdominal irradiation using CT scans obtained during inhale and exhale phases. Int J Radiat Oncol Biol Phys 2000, 48: 465-469. 10.1016/S0360-3016(00)00610-6CrossRefPubMed Aruga T, Itami J, Aruga M, Nakajima K, Shibata K, Nojo T, Yasuda S, Uno T, Hara R, Isobe K, Machida N, Ito H: Target volume definition for upper abdominal irradiation using CT scans obtained during inhale and exhale phases. Int J Radiat Oncol Biol Phys 2000, 48: 465-469. 10.1016/S0360-3016(00)00610-6CrossRefPubMed
9.
go back to reference Goldstein SD, Ford EC, Duhon M, McNutt T, Wong J, Herman JM: Use of respiratory-correlated four-dimensional computed tomography to determine acceptable treatment margins for locally advanced pancreatic adenocarcinoma. Int J Radiat Oncol Biol Phys 2010, 76: 597-602. 10.1016/j.ijrobp.2009.06.009CrossRefPubMed Goldstein SD, Ford EC, Duhon M, McNutt T, Wong J, Herman JM: Use of respiratory-correlated four-dimensional computed tomography to determine acceptable treatment margins for locally advanced pancreatic adenocarcinoma. Int J Radiat Oncol Biol Phys 2010, 76: 597-602. 10.1016/j.ijrobp.2009.06.009CrossRefPubMed
10.
go back to reference Hallman JL, Mori S, Sharp GC, Lu HM, Hong TS, Chen GT: A four-dimensional computed tomography analysis of multiorgan abdominal motion. Int J Radiat Oncol Biol Phys 2012, 83: 435-441. 10.1016/j.ijrobp.2011.06.1970CrossRefPubMed Hallman JL, Mori S, Sharp GC, Lu HM, Hong TS, Chen GT: A four-dimensional computed tomography analysis of multiorgan abdominal motion. Int J Radiat Oncol Biol Phys 2012, 83: 435-441. 10.1016/j.ijrobp.2011.06.1970CrossRefPubMed
11.
go back to reference Kilby W, Dooley JR, Kuduvalli G, Sayeh S, Maurer CR Jr: The CyberKnife robotic radiosurgery system in 2010. Technol Cancer Res Treat 2010, 9: 433-452.CrossRefPubMed Kilby W, Dooley JR, Kuduvalli G, Sayeh S, Maurer CR Jr: The CyberKnife robotic radiosurgery system in 2010. Technol Cancer Res Treat 2010, 9: 433-452.CrossRefPubMed
12.
go back to reference Hoogeman M, Prevost JB, Nuyttens J, Pöll J, Levendag P, Heijmen B: Clinical accuracy of the respiratory tumor tracking system of the cyberknife: assessment by analysis of log files. Int J Radiat Oncol Biol Phys 2009, 74: 297-303. 10.1016/j.ijrobp.2008.12.041CrossRefPubMed Hoogeman M, Prevost JB, Nuyttens J, Pöll J, Levendag P, Heijmen B: Clinical accuracy of the respiratory tumor tracking system of the cyberknife: assessment by analysis of log files. Int J Radiat Oncol Biol Phys 2009, 74: 297-303. 10.1016/j.ijrobp.2008.12.041CrossRefPubMed
13.
go back to reference Murphy MJ, Martin D, Whyte R, Hai J, Ozhasoglu C, Le QT: The effectiveness of breath-holding to stabilize lung and pancreas tumors during radiosurgery. Int J Radiat Oncol Biol Phys 2002, 53: 475-482. 10.1016/S0360-3016(01)02822-XCrossRefPubMed Murphy MJ, Martin D, Whyte R, Hai J, Ozhasoglu C, Le QT: The effectiveness of breath-holding to stabilize lung and pancreas tumors during radiosurgery. Int J Radiat Oncol Biol Phys 2002, 53: 475-482. 10.1016/S0360-3016(01)02822-XCrossRefPubMed
14.
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: 1584-1595. 10.1016/j.ijrobp.2003.09.077CrossRefPubMed 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: 1584-1595. 10.1016/j.ijrobp.2003.09.077CrossRefPubMed
15.
go back to reference Bussels B, Goethals L, Feron M, Bielen D, Dymarkowski S, Suetens P, Haustermans K: Respiration-induced movement of the upper abdominal organs: a pitfall for the three-dimensional conformal radiation treatment of pancreatic cancer. Radiother Oncol 2003, 68: 69-74. 10.1016/S0167-8140(03)00133-6CrossRefPubMed Bussels B, Goethals L, Feron M, Bielen D, Dymarkowski S, Suetens P, Haustermans K: Respiration-induced movement of the upper abdominal organs: a pitfall for the three-dimensional conformal radiation treatment of pancreatic cancer. Radiother Oncol 2003, 68: 69-74. 10.1016/S0167-8140(03)00133-6CrossRefPubMed
16.
go back to reference Feng M, Balter JM, Normolle D, Adusumilli S, Cao Y, Chenevert TL, Ben-Josef E: Characterization of pancreatic tumor motion using cine MRI: surrogates for tumor position should be used with caution. Int J Radiat Oncol Biol Phys 2009, 74: 884-891. 10.1016/j.ijrobp.2009.02.003PubMedCentralCrossRefPubMed Feng M, Balter JM, Normolle D, Adusumilli S, Cao Y, Chenevert TL, Ben-Josef E: Characterization of pancreatic tumor motion using cine MRI: surrogates for tumor position should be used with caution. Int J Radiat Oncol Biol Phys 2009, 74: 884-891. 10.1016/j.ijrobp.2009.02.003PubMedCentralCrossRefPubMed
17.
go back to reference Wunderink W, Romero AM, Osorio EMV, De Boer HC, Brandwijk RP, Levendag PC, Heijmen BJ: Target coverage in image-guided stereotactic body radiotherapy of liver tumors. Int J Radiat Oncol Biol Phys 2007, 68: 282-290. 10.1016/j.ijrobp.2006.12.034CrossRefPubMed Wunderink W, Romero AM, Osorio EMV, De Boer HC, Brandwijk RP, Levendag PC, Heijmen BJ: Target coverage in image-guided stereotactic body radiotherapy of liver tumors. Int J Radiat Oncol Biol Phys 2007, 68: 282-290. 10.1016/j.ijrobp.2006.12.034CrossRefPubMed
18.
go back to reference Minn AY, Schellenberg D, Maxim P, Suh Y, McKenna S, Cox B, Dieterich S, Xing L, Graves E, Goodman KA, Chang D, Koong AC: Pancreatic tumor motion on a single planning 4D-CT does not correlate with intrafraction tumor motion during treatment. Am J Clin Oncol 2009, 32: 364-368. 10.1097/COC.0b013e31818da9e0CrossRefPubMed Minn AY, Schellenberg D, Maxim P, Suh Y, McKenna S, Cox B, Dieterich S, Xing L, Graves E, Goodman KA, Chang D, Koong AC: Pancreatic tumor motion on a single planning 4D-CT does not correlate with intrafraction tumor motion during treatment. Am J Clin Oncol 2009, 32: 364-368. 10.1097/COC.0b013e31818da9e0CrossRefPubMed
19.
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. 10.1016/j.ijrobp.2012.09.014CrossRefPubMed 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. 10.1016/j.ijrobp.2012.09.014CrossRefPubMed
20.
go back to reference Cai J, McLawhorn R, Read PW, Larner JM, Yin FF, Benedict SH, Sheng K, Berbeco RI, Lewis JH: Effects of breathing variation on gating window internal target volume in respiratory gated radiation therapy. Med Phys 2010, 37: 3927-3934. 10.1118/1.3457329CrossRefPubMed Cai J, McLawhorn R, Read PW, Larner JM, Yin FF, Benedict SH, Sheng K, Berbeco RI, Lewis JH: Effects of breathing variation on gating window internal target volume in respiratory gated radiation therapy. Med Phys 2010, 37: 3927-3934. 10.1118/1.3457329CrossRefPubMed
21.
go back to reference James SS, Mishra P, Hacker F, Berbeco RI, Lewis JH: Quantifying ITV instabilities arising from 4DCT: a simulation study using patient data. Phys Med Biol 2012, 57: L1-L7. 10.1088/0031-9155/57/5/L1CrossRefPubMed James SS, Mishra P, Hacker F, Berbeco RI, Lewis JH: Quantifying ITV instabilities arising from 4DCT: a simulation study using patient data. Phys Med Biol 2012, 57: L1-L7. 10.1088/0031-9155/57/5/L1CrossRefPubMed
Metadata
Title
The analysis of respiration-induced pancreatic tumor motion based on reference measurement
Authors
Lukas Knybel
Jakub Cvek
Bretislav Otahal
Tomas Jonszta
Lukas Molenda
Daniel Czerny
Eva Skacelikova
Marian Rybar
Pavel Dvorak
David Feltl
Publication date
01-12-2014
Publisher
BioMed Central
Published in
Radiation Oncology / Issue 1/2014
Electronic ISSN: 1748-717X
DOI
https://doi.org/10.1186/1748-717X-9-192

Other articles of this Issue 1/2014

Radiation Oncology 1/2014 Go to the issue