Skip to main content
Top
Published in: Medical Oncology 12/2016

01-12-2016 | Original Paper

Lumbar-sacral bone marrow dose modeling for acute hematological toxicity in anal cancer patients treated with concurrent chemo-radiation

Authors: Pierfrancesco Franco, Riccardo Ragona, Francesca Arcadipane, Massimiliano Mistrangelo, Paola Cassoni, Nadia Rondi, Mario Morino, Patrizia Racca, Umberto Ricardi

Published in: Medical Oncology | Issue 12/2016

Login to get access

Abstract

The aim of the study was to model acute hematologic toxicity (HT) and dose to pelvic osseous structures in anal cancer patients treated with definitive chemo-radiation (CT-RT). A total of 53 patients receiving CT-RT were analyzed. Pelvic bone marrow and corresponding subsites were contoured: ilium, lower pelvis and lumbosacral spine (LSBM). Dose-volume histograms points and mean doses were collected. Logistic regression was performed to correlate dosimetric parameters and ≥G3 HT as endpoint. Normal tissue complication probability (NTCP) was evaluated with the Lyman-Kutcher-Burman (LKB) model. Logistic regression showed a significant correlation between LSBM-mean dose and ≥G3 leukopenia (β coefficient 0.122; p = 0.030; 95% CI 0.012–0.233). According to NTCP modeling, the predicted HT probability had the following parameters: TD50: 37.5 Gy, γ 50: 1.15, m: 0.347. For node positive patients, TD50: 35.2 Gy, γ 50: 2.27, m: 0.176 were found. Node positive patients had significantly higher PBM-V15 (Mean 81.1 vs. 86.7%; p = 0.04), -V20 (Mean 72.7 vs. 79.9%; p = 0.01) and V30 (Mean 50.2 vs. 57.3%; p = 0.03). Patients with a mean LSBM dose >32 Gy had a 1.81 (95% CI 0.81–4.0) relative risk to develop ≥G3 leukopenia. For node positive patients, those risks were 2.67 (95% CI 0.71–10). LKB modeling seems to suggest that LSBM-mean dose should be kept below 32 Gy to minimize ≥G3 HT in anal cancer patients treated with IMRT and concurrent chemotherapy. The contribution of LSBM dose in the development of HT above 25 Gy seems steeper in node positive patients.
Literature
1.
go back to reference UKCCCR Anal cancer Trial Working Party. UK Co-ordination Committee on Cancer Research: epidermoid anal cancer: results from the UKCCCR randomized trial of radiotherapy alone versus radiotherapy, 5-fluorouracil, and mitomycin. Lancet. 1996;348:1049–54.CrossRef UKCCCR Anal cancer Trial Working Party. UK Co-ordination Committee on Cancer Research: epidermoid anal cancer: results from the UKCCCR randomized trial of radiotherapy alone versus radiotherapy, 5-fluorouracil, and mitomycin. Lancet. 1996;348:1049–54.CrossRef
2.
go back to reference Bartelink H, Roelofsen F, Eschwege F, Rougier P, Bosset JF, Gonzalez DG, et al. Concomitant radiotherapy and chemotherapy is superior to radiotherapy alone in the treatment of locally advanced anal cancer: results of a phase III randomized trial of the European Organization for Research and Treatment of Cancer Radiotherapy and Gastrointestinal Cooperative Group. J Clin Oncol. 1997;15:2040–9.PubMed Bartelink H, Roelofsen F, Eschwege F, Rougier P, Bosset JF, Gonzalez DG, et al. Concomitant radiotherapy and chemotherapy is superior to radiotherapy alone in the treatment of locally advanced anal cancer: results of a phase III randomized trial of the European Organization for Research and Treatment of Cancer Radiotherapy and Gastrointestinal Cooperative Group. J Clin Oncol. 1997;15:2040–9.PubMed
3.
go back to reference Gunderson LL, Winter KA, Ajani JA, Pedersen JE, Moughan J, Benson AB 3rd, et al. Long-term update of US GI intergroup RTOG 98-11 phase III trial for anal carcinoma: survival, relapse, and colostomy failure with concurrent chemoradiation involving fluorouracil/mitomycin versus fluorouracil/cisplatin. J Clin Oncol. 2012;30:4344–51.CrossRefPubMedPubMedCentral Gunderson LL, Winter KA, Ajani JA, Pedersen JE, Moughan J, Benson AB 3rd, et al. Long-term update of US GI intergroup RTOG 98-11 phase III trial for anal carcinoma: survival, relapse, and colostomy failure with concurrent chemoradiation involving fluorouracil/mitomycin versus fluorouracil/cisplatin. J Clin Oncol. 2012;30:4344–51.CrossRefPubMedPubMedCentral
4.
go back to reference Ajani JA, Winter KA, Gunderson LL, Pedersen J, Benson AB 3rd, et al. Fluorouracil, mitomycin, and radiotherapy vs fluorouracil, cisplatin, and radiotherapy for carcinoma of the anal canal: a randomized controlled trial. JAMA. 2008;299:1914–21.CrossRefPubMed Ajani JA, Winter KA, Gunderson LL, Pedersen J, Benson AB 3rd, et al. Fluorouracil, mitomycin, and radiotherapy vs fluorouracil, cisplatin, and radiotherapy for carcinoma of the anal canal: a randomized controlled trial. JAMA. 2008;299:1914–21.CrossRefPubMed
5.
go back to reference Franco P, Mistrangelo M, Arcadipane F, Munoz F, Sciacero P, Spadi R, et al. Intensity-modulated radiation therapy with simultaneous integrated boost combined with concurrent chemotherapy for the treatment of anal cancer patients: 4-year results of a consecutive case series. Cancer Invest. 2015;33:259–66.CrossRefPubMed Franco P, Mistrangelo M, Arcadipane F, Munoz F, Sciacero P, Spadi R, et al. Intensity-modulated radiation therapy with simultaneous integrated boost combined with concurrent chemotherapy for the treatment of anal cancer patients: 4-year results of a consecutive case series. Cancer Invest. 2015;33:259–66.CrossRefPubMed
6.
go back to reference Mauch P, Constine L, Greenberger J, Knospe W, Sullivan J, Liesveld JL, et al. Hematopoietic stem cell compartment: acute and late effects of radiation therapy and chemotherapy. Int J Radiat Oncol Biol Phys. 1995;31:1319–39.CrossRefPubMed Mauch P, Constine L, Greenberger J, Knospe W, Sullivan J, Liesveld JL, et al. Hematopoietic stem cell compartment: acute and late effects of radiation therapy and chemotherapy. Int J Radiat Oncol Biol Phys. 1995;31:1319–39.CrossRefPubMed
7.
go back to reference Kachnic LA, Winter K, Myerson RJ, Goodyear MD, Willins J, Esthappan J, et al. RTOG 0529: a phase 2 evaluation of dose-painted intensity modulated radiation therapy in combination with 5-fluorouracil and mytomycin C for the reduction of acute morbidity in carcinoma of the anal canal. Int J Radiat Oncol Biol Phys. 2013;86:27–33.CrossRefPubMed Kachnic LA, Winter K, Myerson RJ, Goodyear MD, Willins J, Esthappan J, et al. RTOG 0529: a phase 2 evaluation of dose-painted intensity modulated radiation therapy in combination with 5-fluorouracil and mytomycin C for the reduction of acute morbidity in carcinoma of the anal canal. Int J Radiat Oncol Biol Phys. 2013;86:27–33.CrossRefPubMed
8.
go back to reference Emami B, Lyman J, Borwn A, Coia L, Goitein M, Munzenrider JE, et al. Tolerance of normal tissue to therapeutic irradiation. Int J Radiat Oncol Biol Phys. 1991;21:109–22.CrossRefPubMed Emami B, Lyman J, Borwn A, Coia L, Goitein M, Munzenrider JE, et al. Tolerance of normal tissue to therapeutic irradiation. Int J Radiat Oncol Biol Phys. 1991;21:109–22.CrossRefPubMed
9.
go back to reference Bazan JG, Luxton G, Kozak MM, Anderson EM, Hancock SL, Kapp DS, et al. Impact of chemotherapy on normal tissue complication probability models of acute hematologic toxicity in patients receiving pelvic intensity modulated radiation therapy. Int J Radiat Oncol Biol Phys. 2012;87:983–91.CrossRef Bazan JG, Luxton G, Kozak MM, Anderson EM, Hancock SL, Kapp DS, et al. Impact of chemotherapy on normal tissue complication probability models of acute hematologic toxicity in patients receiving pelvic intensity modulated radiation therapy. Int J Radiat Oncol Biol Phys. 2012;87:983–91.CrossRef
10.
go back to reference Mell LK, Kochanski JD, Roeske JC, Haslam JJ, Mehta N, Yamada SD, et al. Dosimetric predictors of acute hematologic toxicity in cervical cancer patients with concurrent cisplatin and intensity-modulated pelvic radiotherapy. Int J Radiat Oncol Biol Phys. 2006;66:1356–65.CrossRefPubMed Mell LK, Kochanski JD, Roeske JC, Haslam JJ, Mehta N, Yamada SD, et al. Dosimetric predictors of acute hematologic toxicity in cervical cancer patients with concurrent cisplatin and intensity-modulated pelvic radiotherapy. Int J Radiat Oncol Biol Phys. 2006;66:1356–65.CrossRefPubMed
11.
go back to reference Wan J, Liu K, Li K, Li G, Zhang Z. Can dosimetric parameters predict acute hematologic toxicity in rectal cancer patients treated with intensity-modulated pelvic radiotherapy? Radiat Oncol. 2015;10:162.CrossRefPubMedPubMedCentral Wan J, Liu K, Li K, Li G, Zhang Z. Can dosimetric parameters predict acute hematologic toxicity in rectal cancer patients treated with intensity-modulated pelvic radiotherapy? Radiat Oncol. 2015;10:162.CrossRefPubMedPubMedCentral
12.
go back to reference Kachnic LA, Tsai HK, Coen JJ, Blaszkowsky LS, Hartshorn K, Kwak EL, et al. Dose-painted intensity-modulated radiation therapy for anal cancer: a multi-institutional report of acute toxicity and response to therapy. Int J Radiat Oncol Biol Phys. 2012;82:153–8.CrossRefPubMed Kachnic LA, Tsai HK, Coen JJ, Blaszkowsky LS, Hartshorn K, Kwak EL, et al. Dose-painted intensity-modulated radiation therapy for anal cancer: a multi-institutional report of acute toxicity and response to therapy. Int J Radiat Oncol Biol Phys. 2012;82:153–8.CrossRefPubMed
14.
go back to reference Mell LK, Schomas DA, Salama JK, Devisetty K, Aydogan B, Miller RC, et al. Association between bone marrow dosimetric parameters and acute hematologic toxicity in anal cancer patients treated with concurrent chemotherapy and intensity-modulated radiotherapy. Int J Radiat Oncol Biol Phys. 2008;70:1431–7.CrossRefPubMed Mell LK, Schomas DA, Salama JK, Devisetty K, Aydogan B, Miller RC, et al. Association between bone marrow dosimetric parameters and acute hematologic toxicity in anal cancer patients treated with concurrent chemotherapy and intensity-modulated radiotherapy. Int J Radiat Oncol Biol Phys. 2008;70:1431–7.CrossRefPubMed
15.
go back to reference Bentzen SM, Tucker SL. Quantifying the position and steepness of radiation dose-response curves. Int J Radiat Biol. 1997;71:531–42.CrossRefPubMed Bentzen SM, Tucker SL. Quantifying the position and steepness of radiation dose-response curves. Int J Radiat Biol. 1997;71:531–42.CrossRefPubMed
16.
go back to reference Dasu A, Toma-Dasu I, Fowler JF. Should single or distributed parameters be used to explain the steepness of tumor control probability curves? Phys Med Biol. 2003;48:387–97.CrossRefPubMed Dasu A, Toma-Dasu I, Fowler JF. Should single or distributed parameters be used to explain the steepness of tumor control probability curves? Phys Med Biol. 2003;48:387–97.CrossRefPubMed
17.
go back to reference Bazan JG, Luxton G, Mok EC, Koong AC, Chang DT. Normal tissue complication probability modeling of acute hematological toxicity in patients treated with intensity-modulated radiation therapy for squamous cell carcinoma of the anal canal. Int J Radiat Oncol Biol Phys. 2012;84:700–6.CrossRefPubMed Bazan JG, Luxton G, Mok EC, Koong AC, Chang DT. Normal tissue complication probability modeling of acute hematological toxicity in patients treated with intensity-modulated radiation therapy for squamous cell carcinoma of the anal canal. Int J Radiat Oncol Biol Phys. 2012;84:700–6.CrossRefPubMed
18.
go back to reference Flam M, John M, Pajak TF, et al. Role of mytomicin in combination with fluorouracil and radiotherapy, and salvage chemoradiation in the definitive nonsurgical treatment of epidermoid carcinoma of the anal canal: results of a phase III randomized intergroup study. J Clin Oncol. 1996;14:2527–39.PubMed Flam M, John M, Pajak TF, et al. Role of mytomicin in combination with fluorouracil and radiotherapy, and salvage chemoradiation in the definitive nonsurgical treatment of epidermoid carcinoma of the anal canal: results of a phase III randomized intergroup study. J Clin Oncol. 1996;14:2527–39.PubMed
19.
go back to reference Salama J, Mell LK, Schomas DA, Miller RC, Devisetty K, Jani AB, et al. Concurrent chemotherapy and intensity modulated radiation therapy for anal cancer patients: a multicenter experience. J Clin Oncol. 2007;25:4581–6.CrossRefPubMed Salama J, Mell LK, Schomas DA, Miller RC, Devisetty K, Jani AB, et al. Concurrent chemotherapy and intensity modulated radiation therapy for anal cancer patients: a multicenter experience. J Clin Oncol. 2007;25:4581–6.CrossRefPubMed
20.
21.
go back to reference Liang Y, Messer K, Rose BS, Rose BS, Lewis JH, Jiang SB, et al. Impact of bone marrow radiation dose on acute hematologic toxicity in cervical cancer: principal component analysis on high dimensional data. Int J Radiat Oncol Biol Phys. 2010;78:912–9.CrossRefPubMedPubMedCentral Liang Y, Messer K, Rose BS, Rose BS, Lewis JH, Jiang SB, et al. Impact of bone marrow radiation dose on acute hematologic toxicity in cervical cancer: principal component analysis on high dimensional data. Int J Radiat Oncol Biol Phys. 2010;78:912–9.CrossRefPubMedPubMedCentral
22.
go back to reference Cheng JC, Bazan JG, Wu JK, Koong AC, Chang DT. Lumbosacral spine and marrow cavity modeling of acute hematologic toxicity in patients treated with intensity modulated radiation therapy for squamous cell carcinoma of the anal canal. Pract Radiat Oncol. 2014;4:198–206.CrossRefPubMed Cheng JC, Bazan JG, Wu JK, Koong AC, Chang DT. Lumbosacral spine and marrow cavity modeling of acute hematologic toxicity in patients treated with intensity modulated radiation therapy for squamous cell carcinoma of the anal canal. Pract Radiat Oncol. 2014;4:198–206.CrossRefPubMed
23.
go back to reference Albuquerque K, Giangreco D, Morrison C, Siddiqui M, Sinacore J, Potkul R, et al. Radiation-related predictors of hematologic toxicity after concurrent chemoradiation for cervical cancer and implications for bone marrow-sparing pelvic IMRT. Int J Radiat Oncol Biol Phys. 2011;79:1043–7.CrossRefPubMed Albuquerque K, Giangreco D, Morrison C, Siddiqui M, Sinacore J, Potkul R, et al. Radiation-related predictors of hematologic toxicity after concurrent chemoradiation for cervical cancer and implications for bone marrow-sparing pelvic IMRT. Int J Radiat Oncol Biol Phys. 2011;79:1043–7.CrossRefPubMed
24.
go back to reference Rose BS, Aydogan B, Liang Y, Liang Y, Yeginer M, Hasselle MD, et al. Normal tissue complication probability modeling of acute hematologic toxicity in cervical cancer patients treated with chemoradiotherapy. Int J Radiat Oncol Biol Phys. 2011;79:800–7.CrossRefPubMed Rose BS, Aydogan B, Liang Y, Liang Y, Yeginer M, Hasselle MD, et al. Normal tissue complication probability modeling of acute hematologic toxicity in cervical cancer patients treated with chemoradiotherapy. Int J Radiat Oncol Biol Phys. 2011;79:800–7.CrossRefPubMed
25.
go back to reference Zhu H, Zakeri K, Vaida F, Carmona R, Dadachanji KK, Bair R, et al. Longitudinal study of acute hematologic toxicity in cervical cancer patients treated with chemoradiotherapy. J Med Imaging Radiat Oncol. 2015;59:386–93.CrossRefPubMed Zhu H, Zakeri K, Vaida F, Carmona R, Dadachanji KK, Bair R, et al. Longitudinal study of acute hematologic toxicity in cervical cancer patients treated with chemoradiotherapy. J Med Imaging Radiat Oncol. 2015;59:386–93.CrossRefPubMed
26.
go back to reference Roeske JC, Lujan A, Reba RC, Penney BC, Yamada DS, Mundt AJ. Incorporation of SPECT bone marrow imaging into intensity modulated whole-pelvic radiation therapy treatment planning for gynecologic malignancies. Radiother Oncol. 2005;77:11–7.CrossRefPubMed Roeske JC, Lujan A, Reba RC, Penney BC, Yamada DS, Mundt AJ. Incorporation of SPECT bone marrow imaging into intensity modulated whole-pelvic radiation therapy treatment planning for gynecologic malignancies. Radiother Oncol. 2005;77:11–7.CrossRefPubMed
27.
go back to reference Rose BS, Liang Y, Lau SK, et al. Correlation between radiation dose to 18FDG-PET defined active bone marrow subregions and acute hematologic toxicity in cervical cancer patients treated with chemoradiotherapy. Int J Radiat Oncol Biol Phys. 2012;83:1185–91.CrossRefPubMed Rose BS, Liang Y, Lau SK, et al. Correlation between radiation dose to 18FDG-PET defined active bone marrow subregions and acute hematologic toxicity in cervical cancer patients treated with chemoradiotherapy. Int J Radiat Oncol Biol Phys. 2012;83:1185–91.CrossRefPubMed
28.
go back to reference Franco P, Arcadipane F, Ragona R, Mistrangelo M, Cassoni P, Rondi N, et al. Early-stage node negative (T1-T2N0) anal cancer treated with simultaneous integrated boost radiotherapy and concurrent chemotherapy. Anticancer Res. 2016;36:1943–8.PubMed Franco P, Arcadipane F, Ragona R, Mistrangelo M, Cassoni P, Rondi N, et al. Early-stage node negative (T1-T2N0) anal cancer treated with simultaneous integrated boost radiotherapy and concurrent chemotherapy. Anticancer Res. 2016;36:1943–8.PubMed
29.
go back to reference Franco P, Arcadipane F, Ragona R, Mistrangelo M, Cassoni P, Rondi N, et al. Locally advanced (T3-T4 or N+) anal cancer treated with simultaneous integrated boost radiotherapy and concurrent chemotherapy. Anticancer Res. 2016;36:2027–32.PubMed Franco P, Arcadipane F, Ragona R, Mistrangelo M, Cassoni P, Rondi N, et al. Locally advanced (T3-T4 or N+) anal cancer treated with simultaneous integrated boost radiotherapy and concurrent chemotherapy. Anticancer Res. 2016;36:2027–32.PubMed
30.
go back to reference Franco P, Arcadipane F, Ragona R, Mistrangelo M, Cassoni P, Munoz F, et al. Volumetric modulated arc therapy (VMAT) in the combined modality treatment of anal cancer patients. Br J Radiol. 1060;2016(89):2015832. Franco P, Arcadipane F, Ragona R, Mistrangelo M, Cassoni P, Munoz F, et al. Volumetric modulated arc therapy (VMAT) in the combined modality treatment of anal cancer patients. Br J Radiol. 1060;2016(89):2015832.
31.
go back to reference Franco P, Ragona R, Arcadipane F, Mistrangelo M, Cassoni P, Rondi N, et al. Dosimetric predictors of acute hematologic toxicity during concurrent intensity-modulated radiotherapy and chemotherapy for anal cancer. Clin Transl Oncol. 2016 (in press). doi:10.1007/s12094-016-1504-2. Franco P, Ragona R, Arcadipane F, Mistrangelo M, Cassoni P, Rondi N, et al. Dosimetric predictors of acute hematologic toxicity during concurrent intensity-modulated radiotherapy and chemotherapy for anal cancer. Clin Transl Oncol. 2016 (in press). doi:10.​1007/​s12094-016-1504-2.
32.
go back to reference Franco P, Arcadipane F, Ragona R, Lesca A, Gallio E, Mistrangelo M, et al. Dose to specific subregions of pelvic bone marrow defined with FDG-PET as a predictor of hematologic nadirs during concomitant chemoradiation in anal cancer patients. Med Oncol. 2016;33:72.CrossRefPubMed Franco P, Arcadipane F, Ragona R, Lesca A, Gallio E, Mistrangelo M, et al. Dose to specific subregions of pelvic bone marrow defined with FDG-PET as a predictor of hematologic nadirs during concomitant chemoradiation in anal cancer patients. Med Oncol. 2016;33:72.CrossRefPubMed
Metadata
Title
Lumbar-sacral bone marrow dose modeling for acute hematological toxicity in anal cancer patients treated with concurrent chemo-radiation
Authors
Pierfrancesco Franco
Riccardo Ragona
Francesca Arcadipane
Massimiliano Mistrangelo
Paola Cassoni
Nadia Rondi
Mario Morino
Patrizia Racca
Umberto Ricardi
Publication date
01-12-2016
Publisher
Springer US
Published in
Medical Oncology / Issue 12/2016
Print ISSN: 1357-0560
Electronic ISSN: 1559-131X
DOI
https://doi.org/10.1007/s12032-016-0852-7

Other articles of this Issue 12/2016

Medical Oncology 12/2016 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.