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Published in: Journal of Radiation Oncology 2/2019

01-06-2019 | Lung Cancer | Original Research

A risk model for lung complication combining radiation therapy and chronic obstructive pulmonary disease

Authors: Roman O. Kowalchuk, Daniel M. Trifiletti, Shiv R. Khandelwal, James M. Larner, W. Tyler Watkins

Published in: Journal of Radiation Oncology | Issue 2/2019

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Abstract

Purpose

To develop a multi-variate risk model of lung complication for the treatment of locally advanced lung cancer combining radiation dosimetry and patient-specific risk factors including chronic obstructive pulmonary disease (COPD).

Materials/methods

A retrospective study of 89 advanced lung cancer patients including clinical variables and radiation dose-volume metrics was correlated to overall survival (OS), local progression-free survival (LPFS), and lung complications. Lung toxicities were defined as grade 2 or higher lung complication including persistent cough requiring narcotic or antitussive agents, and dyspnea with minimal effort but not at rest. Grade 2 or higher radiation pneumonitis (RP) was defined clinically or radiographically. Each observed complication was correlated to the set of patient-specific factors via regression.

Results

Age was the dominant factor in survival analysis; in patients > 70, 2-year survival was 28% (N = 18) vs. 59% in patients < 70 (N = 71, HR = 3.9, p = 0.004). OS and LPFS were not significantly different based on with COPD status (p = 0.2, HR = 1.5) or radiation dose (range 40–74 Gy, median = 60 Gy, p > 0.5, HR < 1.3). In predicting all observed lung complications, multi-variate stepwise logistic regression revealed COPD status (p = 0.01) and a total lung V50 (p = 0.02) as significant. Separation of G2 or higher lung complication and RP showed a different trend, with G2 or higher lung complication statistically associated with age (p = 0.02) and COPD (p = 0.03). Radiation pneumonitis was only associated with total lung volume at 20 Gy (V20, p = 0.003), with a resulting model risk (RP) = 1.4 (V20-0.21).

Conclusions

COPD status was not associated with survival or radiation pneumonitis. Age was the dominant factor in survival, and total lung V20 was associated with risk of RP.
Literature
1.
go back to reference Marks LB, Bentzen SM, Deasy JO, Kong FM(S), Bradley JD, Vogelius IS, el Naqa I, Hubbs JL, Lebesque JV, Timmerman RD, Martel MK, Jackson A (2010) Radiation dose–volume effects in the lung. Int J Radiat Oncol Biol Phys 76:S70–S76CrossRefPubMedPubMedCentral Marks LB, Bentzen SM, Deasy JO, Kong FM(S), Bradley JD, Vogelius IS, el Naqa I, Hubbs JL, Lebesque JV, Timmerman RD, Martel MK, Jackson A (2010) Radiation dose–volume effects in the lung. Int J Radiat Oncol Biol Phys 76:S70–S76CrossRefPubMedPubMedCentral
2.
go back to reference Seppenwoolde Y, Lebesque JV, de Jaeger K, Belderbos JSA, Boersma LJ, Schilstra C, Henning GT, Hayman JA, Martel MK, ten Haken RK (2003) Comparing different NTCP models that predict the incidence of radiation pneumonitis. Int J Radiat Oncol Biol Phys 55:724–735CrossRefPubMed Seppenwoolde Y, Lebesque JV, de Jaeger K, Belderbos JSA, Boersma LJ, Schilstra C, Henning GT, Hayman JA, Martel MK, ten Haken RK (2003) Comparing different NTCP models that predict the incidence of radiation pneumonitis. Int J Radiat Oncol Biol Phys 55:724–735CrossRefPubMed
3.
go back to reference Hope AJ, Lindsay PE, el Naqa I, Alaly JR, Vicic M, Bradley JD, Deasy JO (2006) Modeling radiation pneumonitis risk with clinical, dosimetric, and spatial parameters. Int J Radiat Oncol Biol Phys 65:112–124CrossRefPubMed Hope AJ, Lindsay PE, el Naqa I, Alaly JR, Vicic M, Bradley JD, Deasy JO (2006) Modeling radiation pneumonitis risk with clinical, dosimetric, and spatial parameters. Int J Radiat Oncol Biol Phys 65:112–124CrossRefPubMed
4.
go back to reference Semenenko VA, Li XA (2008) Lyman–Kutcher–Burman NTCP model parameters for radiation pneumonitis and xerostomia based on combined analysis of published clinical data. Phys Med Biol 53:737–755CrossRefPubMed Semenenko VA, Li XA (2008) Lyman–Kutcher–Burman NTCP model parameters for radiation pneumonitis and xerostomia based on combined analysis of published clinical data. Phys Med Biol 53:737–755CrossRefPubMed
5.
go back to reference Tucker SL, Liu HH, Liao Z, Wei X, Wang S, Jin H, Komaki R, Martel MK, Mohan R (2008) Analysis of radiation pneumonitis risk using a generalized Lyman model. Int J Radiat Oncol Biol Phys 72:568–574CrossRefPubMedPubMedCentral Tucker SL, Liu HH, Liao Z, Wei X, Wang S, Jin H, Komaki R, Martel MK, Mohan R (2008) Analysis of radiation pneumonitis risk using a generalized Lyman model. Int J Radiat Oncol Biol Phys 72:568–574CrossRefPubMedPubMedCentral
6.
go back to reference Tucker SL, Xu T, Paganetti H, Deist T, Verma V, Choi N, Mohan R, Liao Z (2019) Validation of effective dose as a better predictor of radiation pneumonitis risk than mean lung dose: secondary analysis of a randomized trial. Int J Radiat Oncol Biol Phys 103:403–410CrossRefPubMed Tucker SL, Xu T, Paganetti H, Deist T, Verma V, Choi N, Mohan R, Liao Z (2019) Validation of effective dose as a better predictor of radiation pneumonitis risk than mean lung dose: secondary analysis of a randomized trial. Int J Radiat Oncol Biol Phys 103:403–410CrossRefPubMed
7.
go back to reference Palma DA, Senan S, Tsujino K, Barriger RB, Rengan R, Moreno M, Bradley JD, Kim TH, Ramella S, Marks LB, de Petris L, Stitt L, Rodrigues G (2013) Predicting radiation pneumonitis after chemoradiation therapy for lung cancer: an international individual patient data meta-analysis. Int J Radiat Oncol Biol Phys 85:444–450CrossRefPubMed Palma DA, Senan S, Tsujino K, Barriger RB, Rengan R, Moreno M, Bradley JD, Kim TH, Ramella S, Marks LB, de Petris L, Stitt L, Rodrigues G (2013) Predicting radiation pneumonitis after chemoradiation therapy for lung cancer: an international individual patient data meta-analysis. Int J Radiat Oncol Biol Phys 85:444–450CrossRefPubMed
8.
go back to reference Decramer M, Rennard S, Troosters T, Mapel DW, Giardino N, Mannino D, Wouters E, Sethi S, Cooper CB (2008) COPD as a lung disease with systemic consequences – clinical impact, mechanisms, and potential for early intervention. COPD: J Chron Obstruct Pulmon Dis 5:235–256CrossRef Decramer M, Rennard S, Troosters T, Mapel DW, Giardino N, Mannino D, Wouters E, Sethi S, Cooper CB (2008) COPD as a lung disease with systemic consequences – clinical impact, mechanisms, and potential for early intervention. COPD: J Chron Obstruct Pulmon Dis 5:235–256CrossRef
9.
go back to reference Kong F-M, Wang S (2015) Non-dosimetric risk factors for radiation-induced lung toxicity. Semin Radiat Oncol 25:100–109CrossRefPubMed Kong F-M, Wang S (2015) Non-dosimetric risk factors for radiation-induced lung toxicity. Semin Radiat Oncol 25:100–109CrossRefPubMed
10.
go back to reference Kimura T, Togami T, Takashima H, Nishiyama Y, Ohkawa M, Nagata Y (2012) Radiation pneumonitis in patients with lung and mediastinal tumours: a retrospective study of risk factors focused on pulmonary emphysema. Br J Radiol 85:135–141CrossRefPubMedPubMedCentral Kimura T, Togami T, Takashima H, Nishiyama Y, Ohkawa M, Nagata Y (2012) Radiation pneumonitis in patients with lung and mediastinal tumours: a retrospective study of risk factors focused on pulmonary emphysema. Br J Radiol 85:135–141CrossRefPubMedPubMedCentral
11.
go back to reference Rancati T, Ceresoli GL, Gagliardi G, Schipani S, Cattaneo GM (2003) Factors predicting radiation pneumonitis in lung cancer patients: a retrospective study. Radiother Oncol 67:275–283CrossRefPubMed Rancati T, Ceresoli GL, Gagliardi G, Schipani S, Cattaneo GM (2003) Factors predicting radiation pneumonitis in lung cancer patients: a retrospective study. Radiother Oncol 67:275–283CrossRefPubMed
12.
go back to reference Shi A, Zhu G, Wu H, Yu R, Li F, Xu B (2010) Analysis of clinical and dosimetric factors associated with severe acute radiation pneumonitis in patients with locally advanced non-small cell lung cancer treated with concurrent chemotherapy and intensity-modulated radiotherapy. Radiat Oncol 5:35CrossRefPubMedPubMedCentral Shi A, Zhu G, Wu H, Yu R, Li F, Xu B (2010) Analysis of clinical and dosimetric factors associated with severe acute radiation pneumonitis in patients with locally advanced non-small cell lung cancer treated with concurrent chemotherapy and intensity-modulated radiotherapy. Radiat Oncol 5:35CrossRefPubMedPubMedCentral
13.
go back to reference Jin H, Tucker SL, Liu HH, Wei X, Yom SS, Wang S, Komaki R, Chen Y, Martel MK, Mohan R, Cox JD, Liao Z (2009) Dose-volume thresholds and smoking status for the risk of treatment-related pneumonitis in inoperable non-small cell lung cancer treated with definitive radiotherapy. Radiother Oncol 91:427–432CrossRefPubMed Jin H, Tucker SL, Liu HH, Wei X, Yom SS, Wang S, Komaki R, Chen Y, Martel MK, Mohan R, Cox JD, Liao Z (2009) Dose-volume thresholds and smoking status for the risk of treatment-related pneumonitis in inoperable non-small cell lung cancer treated with definitive radiotherapy. Radiother Oncol 91:427–432CrossRefPubMed
14.
go back to reference Kocak Z, Evans ES, Zhou SM, Miller KL, Folz RJ, Shafman TD, Marks LB (2005) Challenges in defining radiation pneumonitis in patients with lung cancer. Int J Radiat Oncol Biol Phys 62:635–638CrossRefPubMed Kocak Z, Evans ES, Zhou SM, Miller KL, Folz RJ, Shafman TD, Marks LB (2005) Challenges in defining radiation pneumonitis in patients with lung cancer. Int J Radiat Oncol Biol Phys 62:635–638CrossRefPubMed
16.
go back to reference Common Terminology Criteria for Adverse Events (CTCAE) (2017) 155 Common Terminology Criteria for Adverse Events (CTCAE) (2017) 155
17.
go back to reference Yorke ED, Jackson A, Rosenzweig KE, Merrick SA, Gabrys D, Venkatraman ES, Burman CM, Leibel SA, Ling CC (2002) Dose-volume factors contributing to the incidence of radiation pneumonitis in non-small-cell lung cancer patients treated with three-dimensional conformal radiation therapy. Int J Radiat Oncol Biol Phys 54:329–339CrossRefPubMed Yorke ED, Jackson A, Rosenzweig KE, Merrick SA, Gabrys D, Venkatraman ES, Burman CM, Leibel SA, Ling CC (2002) Dose-volume factors contributing to the incidence of radiation pneumonitis in non-small-cell lung cancer patients treated with three-dimensional conformal radiation therapy. Int J Radiat Oncol Biol Phys 54:329–339CrossRefPubMed
18.
go back to reference Fay M, Tan A, Fisher R, Mac Manus M, Wirth A, Ball D (2005) Dose-volume histogram analysis as predictor of radiation pneumonitis in primary lung cancer patients treated with radiotherapy. Int J Radiat Oncol Biol Phys 61:1355–1363CrossRefPubMed Fay M, Tan A, Fisher R, Mac Manus M, Wirth A, Ball D (2005) Dose-volume histogram analysis as predictor of radiation pneumonitis in primary lung cancer patients treated with radiotherapy. Int J Radiat Oncol Biol Phys 61:1355–1363CrossRefPubMed
19.
go back to reference Roeder F, Friedrich J, Timke C, Kappes J, Huber P, Krempien R, Debus J, Bischof M (2010) Correlation of patient-related factors and dose-volume histogram parameters with the onset of radiation pneumonitis in patients with small cell lung cancer. Strahlenther Onkol 186:149–156CrossRefPubMed Roeder F, Friedrich J, Timke C, Kappes J, Huber P, Krempien R, Debus J, Bischof M (2010) Correlation of patient-related factors and dose-volume histogram parameters with the onset of radiation pneumonitis in patients with small cell lung cancer. Strahlenther Onkol 186:149–156CrossRefPubMed
20.
go back to reference Mehta V (2005) Radiation pneumonitis and pulmonary fibrosis in non–small-cell lung cancer: pulmonary function, prediction, and prevention. Int J Radiat Oncol Biol Phys 63:5–24CrossRefPubMed Mehta V (2005) Radiation pneumonitis and pulmonary fibrosis in non–small-cell lung cancer: pulmonary function, prediction, and prevention. Int J Radiat Oncol Biol Phys 63:5–24CrossRefPubMed
21.
go back to reference Ghafoori P, Marks LB, Vujaskovic Z, Kelsey CR (2008) Radiation-induced lung injury. Assessment, management, and prevention. Oncology (Williston Park, NY) 22:37–47; discussion 52-53 Ghafoori P, Marks LB, Vujaskovic Z, Kelsey CR (2008) Radiation-induced lung injury. Assessment, management, and prevention. Oncology (Williston Park, NY) 22:37–47; discussion 52-53
22.
go back to reference Graham MV, Purdy JA, Emami B, Harms W, Bosch W, Lockett MA, Perez CA (1999) Clinical dose-volume histogram analysis for pneumonitis after 3D treatment for non-small cell lung cancer (NSCLC). Int J Radiat Oncol Biol Phys 45:323–329CrossRefPubMed Graham MV, Purdy JA, Emami B, Harms W, Bosch W, Lockett MA, Perez CA (1999) Clinical dose-volume histogram analysis for pneumonitis after 3D treatment for non-small cell lung cancer (NSCLC). Int J Radiat Oncol Biol Phys 45:323–329CrossRefPubMed
23.
go back to reference Kim TH, Cho KH, Pyo HR, Lee JS, Zo JI, Lee DH, Lee JM, Kim HY, Hwangbo B, Park SY, Kim JY, Shin KH, Kim DY (2005) Dose-volumetric parameters for predicting severe radiation pneumonitis after three-dimensional conformal radiation therapy for lung cancer. Radiology 235:208–215CrossRefPubMed Kim TH, Cho KH, Pyo HR, Lee JS, Zo JI, Lee DH, Lee JM, Kim HY, Hwangbo B, Park SY, Kim JY, Shin KH, Kim DY (2005) Dose-volumetric parameters for predicting severe radiation pneumonitis after three-dimensional conformal radiation therapy for lung cancer. Radiology 235:208–215CrossRefPubMed
24.
go back to reference Sekine Y, Behnia M, Fujisawa T (2002) Impact of COPD on pulmonary complications and on long-term survival of patients undergoing surgery for NSCLC. Lung Cancer 37:95–101CrossRefPubMed Sekine Y, Behnia M, Fujisawa T (2002) Impact of COPD on pulmonary complications and on long-term survival of patients undergoing surgery for NSCLC. Lung Cancer 37:95–101CrossRefPubMed
25.
go back to reference Wong DH et al (1995) Factors associated with postoperative pulmonary complications in patients with severe chronic obstructive pulmonary disease. Anesth Analg 80:276–284PubMed Wong DH et al (1995) Factors associated with postoperative pulmonary complications in patients with severe chronic obstructive pulmonary disease. Anesth Analg 80:276–284PubMed
26.
go back to reference Sekine Y, Kesler KA, Behnia M, Brooks-Brunn JA, Sekine E, Brown JW (2001) COPD may increase the incidence of refractory supraventricular arrhythmias following pulmonary resection for non-small cell lung cancer. Chest 120:1783–1790CrossRefPubMed Sekine Y, Kesler KA, Behnia M, Brooks-Brunn JA, Sekine E, Brown JW (2001) COPD may increase the incidence of refractory supraventricular arrhythmias following pulmonary resection for non-small cell lung cancer. Chest 120:1783–1790CrossRefPubMed
27.
go back to reference Moreno M, Aristu J, Ramos LI, Arbea L, López-Picazo JM, Cambeiro M, Martínez-Monge R (2007) Predictive factors for radiation-induced pulmonary toxicity after three-dimensional conformal chemoradiation in locally advanced non-small-cell lung cancer. Clin Transl Oncol 9:596–602CrossRefPubMed Moreno M, Aristu J, Ramos LI, Arbea L, López-Picazo JM, Cambeiro M, Martínez-Monge R (2007) Predictive factors for radiation-induced pulmonary toxicity after three-dimensional conformal chemoradiation in locally advanced non-small-cell lung cancer. Clin Transl Oncol 9:596–602CrossRefPubMed
28.
go back to reference Takeda A, Kunieda E, Ohashi T, Aoki Y, Oku Y, Enomoto T, Nomura K, Sugiura M (2012) Severe COPD is correlated with mild radiation pneumonitis following stereotactic body radiotherapy. Chest 141:858–866CrossRefPubMed Takeda A, Kunieda E, Ohashi T, Aoki Y, Oku Y, Enomoto T, Nomura K, Sugiura M (2012) Severe COPD is correlated with mild radiation pneumonitis following stereotactic body radiotherapy. Chest 141:858–866CrossRefPubMed
29.
go back to reference Inoue T, Shiomi H, Oh R-J (2015) Stereotactic body radiotherapy for stage I lung cancer with chronic obstructive pulmonary disease: special reference to survival and radiation-induced pneumonitis. J Radiat Res 56:727–734CrossRefPubMedPubMedCentral Inoue T, Shiomi H, Oh R-J (2015) Stereotactic body radiotherapy for stage I lung cancer with chronic obstructive pulmonary disease: special reference to survival and radiation-induced pneumonitis. J Radiat Res 56:727–734CrossRefPubMedPubMedCentral
30.
go back to reference Vestbo J, Hurd SS, Agustí AG, Jones PW, Vogelmeier C, Anzueto A, Barnes PJ, Fabbri LM, Martinez FJ, Nishimura M, Stockley RA, Sin DD, Rodriguez-Roisin R (2013) Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary. Am J Respir Crit Care Med 187:347–365CrossRefPubMed Vestbo J, Hurd SS, Agustí AG, Jones PW, Vogelmeier C, Anzueto A, Barnes PJ, Fabbri LM, Martinez FJ, Nishimura M, Stockley RA, Sin DD, Rodriguez-Roisin R (2013) Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary. Am J Respir Crit Care Med 187:347–365CrossRefPubMed
Metadata
Title
A risk model for lung complication combining radiation therapy and chronic obstructive pulmonary disease
Authors
Roman O. Kowalchuk
Daniel M. Trifiletti
Shiv R. Khandelwal
James M. Larner
W. Tyler Watkins
Publication date
01-06-2019
Publisher
Springer Berlin Heidelberg
Published in
Journal of Radiation Oncology / Issue 2/2019
Print ISSN: 1948-7894
Electronic ISSN: 1948-7908
DOI
https://doi.org/10.1007/s13566-019-00386-y

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