Efficacy of the smaller target volume for stage III non-small cell lung cancer treated with intensity-modulated radiotherapy

  • Authors:
    • Xiangcun Liang
    • Huiming Yu
    • Rong Yu
    • Gang Xu
    • Guangying Zhu
  • View Affiliations

  • Published online on: June 25, 2015     https://doi.org/10.3892/mco.2015.588
  • Pages: 1172-1176
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Abstract

The present study reports the local recurrence, distant metastasis, progression‑free survival, overall survival and radiation toxicity between two arms of stage III non‑small cell lung cancer (NSCLC) treated with intensity‑modulated radiotherapy (IMRT); one arm with clinical target volume (CTV) and the other without CTV. The two arms of local recurrence, distant metastasis, progression‑free survival, overall survival, grade 3‑4 radiation esophagitis and hematological toxicity had no statistical significance. However, the grade 3‑4 radiation pneumonia rate of the group without CTV was significantly decreased. This supports the concept that stage III NSCLC treated with IMRT, which omitted CTV, can reduce the occurrence of radiation pneumonia. The aim of the present study was to analyze the feasibility of the smaller target volume for stage III NSCLC treated with IMRT. Data from 105 patients with stage III NSCLC who were hospitalized and received IMRT between January 1, 2008 and November 30, 2012 were retrospectively analyzed. A total of 55 cases were irradiated with target volume without CTV and 50 cases were irradiated with CTV. Dose prescription was 100% PTV at 54‑63 Gy/27‑35 F/5.4‑7 weeks. The two arms of the patient characteristics and treatment deliveries had no statistical significance. The two arms of the patients were compared for local recurrence, distant metastasis, progression‑free survival, overall survival and radiation‑related toxicity. In the arms without and with CTV, the local relapse and distant metastases rates were 32.7 and 32.0% (P=1.000) and 56.4 and 48.0% (P=0.946), respectively. The median progression‑free survival time for the two arms was 9 months (P=0.619). The 1‑, 2‑ and 3‑year survival rates of the arms without and with CTV were 74.5, 43.6 and 23.6%, and 70.0, 46.0 and 20.0% (P=0.956), respectively. In the two arms, grade 3‑4 radiation esophagitis and hematological toxicity had no statistical significance. However, in the arm without CTV, grade 3‑4 radiation pneumonia was only 5.5%, compared with 18.0% in the arm with CTV (P=0.044). In conclusion, the smaller target volume for stage III NSCLC treated with IMRT was feasible.

Introduction

Currently, lung cancer constitutes the major cause of cancer-associated mortality worldwide (1), accounting for 18% (2,3). Non-small cell lung cancer (NSCLC) accounts for 85% among lung cancer. The majority of patients are stage III, losing the chance of radical surgery (4). At present, the 1st or 2nd cycle of chemotherapy concurrent with chest irradiation has become the standard treatment for stage III NSCLC in the NCCN Guidelines. However, the lung, regarded as a sensitive organ to radiation damage, is inevitably under irradiation. Radioactive pneumonia is the important restriction factor of radiation dose escalation (5). Numerous studies indicated that radiation pneumonia may be a life-threatening complication (6,7), with a mortality rate of ~4% (8). Therefore, to reduce the occurrence of radioactive pneumonia is crucial.

At present, clinical target volume (CTV) is a tissue volume that contains gross tumor volume (GTV) and subclinical microscopic malignant lesions following International Commission on Radiation Units and Measurements (ICRU) 62. To take into account 95% of the microscopic extension, the CTV margin of 8 and 6 mm must be chosen for adenocarcinoma and squamous cell carcinoma, respectively (9). Delineation of CTV is currently the standard for current intensity-modulated radiotherapy (IMRT) for patients with NSCLC. Cai et al (10) noted that target volume delineation omitting CTV for limited-disease small cell lung cancer receiving IMRT was feasible, and it did not reduce the local control and survival rates, but significantly reduced the incidence of radioactive pneumonia.

Thoracic radiotherapy omitting CTV for stage III NSCLC reduced the radiation volume, so radiation pneumonia may be controlled. The present study compared one arm of patients with CTV and the other arm without CTV with local relapse, distant metastasis, progression-free survival, overall survival and radiation toxicity. The aim of the study was to analyze the feasibility of the smaller target volume for stage III NSCLC treated with IMRT.

Materials and methods

Study design

In total, 105 patients with stage III NSCLC who were hospitalized and received IMRT were enrolled. A total of 55 cases were irradiated with target volume without CTV, and 50 cases were irradiated with CTV. All the patients included in the study were followed up at regular intervals: Every 3 months for the first 2 years after treatment, and subsequently every 6 months during 3–5 years. The final follow-up time was November 30, 2012. Follow-up examinations included basic laboratory studies, bone emission computed tomography (ECT), CT of the chest, magnetic resonance imaging (MRI) of the brain and ultrasound imaging of the abdomen. The region that was 5 mm inside and outside of the planning target volume (PTV) was defined as relapse in-margin. In and out of the area of relapse in-margin were defined as relapse in-field and out-of-field, respectively. Radiation-related toxicity was scored according to the criteria of Radiation Therapy Oncology Group (RTOG).

Patients

In total, 105 patients were treated in the Department of Radiation Oncology at Peking University Cancer Hospital (Beijing, China) between January 1, 2008 to November 30, 2012. All the patients were proved by cytology or histology and were untreated prior to enrollment. Staging procedures included bone ECT, CT of the chest, MRI of the brain and ultrasound imaging of the abdomen. Stage III NSCLC was defined according to the criteria of the 7th edition of tumor-node-metastasis staging of lung cancer, which was established by the Union for International Cancer Control. Exclusion criteria were receipt of lung cancer resection, recurrence following radiotherapy or metastatic carcinoma.

Treatments

Patients were fixed with a thermoplastic sheet and 5-mm slices were scanned with a conventional CT simulator. The pulmonary extent of the tumor was delineated on pulmonary window (width, 1600 HU; level, −800 HU) and the mediastinal lymph nodes, which were positive on biopsy or positron emission tomography (PET) or were ≥10 mm in the short axis on the chest CT, and were delineated on mediastinal window (width, 400 HU; level, 20 HU).

In the arm with CTV, target volume was delineated according to ICRU 62. GTV contained a clinically detectable tumor according to CT or PET. The CTV margin of 8 mm covered microscopic spread of cancer cells in adenocarcinoma, however, this was 6 mm for squamous cell carcinoma. A margin of 3–15 mm was added to CTV to form the internal target volume (ITV), which was to cover respiratory movement. Respiratory movement was measured on a conventional simulator during patients' free breathing. Considering setup variations, a margin of 5 mm was added to ITV to create PTV. In the same way, GTV, ITV and PTV were delineated in the arm without CTV, but CTV was omitted. The treatment planning system used was the Varian Medical System (Palo Alto, CA, USA), and the dose prescription was 100% PTV for 54–63 Gy/27–35 F/5.4–7 weeks.

Statistical analysis

Statistical analysis was performed with SPSS 17.0 (SPSS, Inc., Chicago, IL, USA). The differences between the two arms were assessed using t-test for the mean of sample and using λ2 test for the constituent ratio of sample. Overall survival and progression-free survival rates were studied by Kaplan-Meier analysis. Patients alive at the time of last follow-up were allocated that date.

Results

Patients

In the study, 105 cases were evaluated, of which 55 cases were irradiated with target volume without CTV and 50 cases with CTV. All the cases were from the Department of Radiation Oncology at Peking University Cancer Hospital between January 1, 2008 to November 30, 2012. Patient characteristics are listed in Table I.

Table I.

Patient characteristics.

Table I.

Patient characteristics.

CharacteristicsArm without CTVArm with CTVP-value
No. of patients5550
Gender, n (%)
  Male42 (76.4)40 (80.0)0.653
  Female13 (23.6)10 (20.0)
Age, median years (range)59 (41–78)61.5 (44–81)0.330
  ≤65 years38 (69.1)30 (60.0)
  >65 years17 (30.9)20 (40.0)
ECOG score, n (%)
  034 (61.8)28 (56.0)0.545
  121 (38.2)22 (44.0)
Weight loss, n (%)
  >5%3 (5.5)2 (4.0)1.000
  ≤5%52 (94.5)48 (96.0)

[i] CTV, clinical target volume; ECOG, Eastern Cooperative Oncology Group.

Chemotherapy cycles

The 1st or 2nd cycle of chemotherapy concurrent with chest irradiation was the standard treatment for stage III NSCLC in the NCCN Guidelines. The arm without CTV accepted 1.54±1.51 cycle induction chemotherapy, 0.94±1.00 cycle adjuvant chemotherapy and 0.58±0.91 cycle concurrent chemotherapy; the arm with CTV accepted 1.31±1.60 cycle induction chemotherapy, 0.96±0.94 cycle adjuvant chemotherapy and 0.65±0.95 cycle concurrent chemotherapy. Treatment delivery was as listed in Table II. There were no statistically significant diffences between the two arms.

Table II.

Treatment delivery.

Table II.

Treatment delivery.

CharacteristicsArm without CTVArm with CTVP-value
No. of patients5550
Treatment schedule, n (%)
  Induction chemo3 (5.5)6 (12.0)0.724
  Concurrent chemo12 (21.8)10 (20.0)
  Induction + concurrent adjuvant chemo20 (36.4)19 (38.0)
  Induction + concurrent chemo6 (10.9)5 (10.0)
  Concurrent adjuvant10 (18.2)5 (10.0)
  RT alone4 (7.3)5 (10.0)
Induction chemo (cycles), n (%)
  026 (47.3)20 (40.0)0.828
  14 (7.3)3 (6.0)
  216 (29.1)16 (32.0)
  ≥39 (16.4)11 (22.0)
Concurrent chemo (cycles), n (%)
  037 (67.3)35 (70.0)0.517
  10 (0)1 (2.0)
  218 (32.7)14 (28.0)
Adjuvant chemo (cycles), n (%)
  025 (45.5)26 (52.0)0.117
  17 (12.7)1 (2.0)
  223 (41.8)23 (46.0)

[i] CTV, clinical target volume; chemo, chemotherapy; RT, radiation therapy.

GTV and PTV volume and dose, and short-term response

The volume and dose of GTV and PTV, and the short-term response of the two arms are as listed in Table III. There was a statistical significance for PTV volume between the two arms.

Table III.

Volume and dose of GTV and PTV, and short-term response of the two arms.

Table III.

Volume and dose of GTV and PTV, and short-term response of the two arms.

CharacteristicsArm without CTVArm with CTVP-value
Volume, cm3
  GTV168.48±70.40166.84±75.760.909
  PTV370.71±117.94471.59±154.010.000
Dose, Gy
  GTV61.56±2.3461.84±3.120.607
  PTV58.91±3.4658.48±3.560.533
Short-term response, n
  CR  4  30.961
  PR3229
  SD1918
  PD  0  0

[i] CTV, clinical target volume; GTV, gross tumor volume; PTV, planned target volume; CR, complete response; PR, partial response; SD, stable disease; PD, progressive disease.

Relapse and distant metastases rates

In the arms without and with CTV, the local relapse and distant metastases rates were 32.7 and 32.0% (P=1.000), and 56.4 and 48.0% (P=0.946), respectively. Relapse and metastasis sites of the two arms are listed in Table IV.

Table IV.

Relapse and metastasis sites of the two arms.

Table IV.

Relapse and metastasis sites of the two arms.

CharacteristicsArm without CTVArm with CTVP-value
No. of patients5550
Local relapse, n (%)18 (32.7)16 (32.0)1.000
  In field17 (30.9)15 (30.0)
  In margin1 (1.8)1 (2.0)
Metastasis, n (%)31 (56.4)24 (48.0)0.946
  Brain  6 (10.9)4 (8.0)
  Bone  7 (12.7)  5 (10.0)
  Liver  7 (12.7)4 (8.0)
  Lung3 (5.5)2 (4.0)
  Mediastina LN2 (3.6)3 (6.0)
  Peritoneum LN0 (0.0)1 (2.0)
  Supraclavicular LN1 (1.8)1 (2.0)
  Adrenal gland1 (1.8)1 (2.0)

[i] CTV, clinical target volume; LN, lymph node.

Toxicities

Radiation and chemo-related toxicities were scored according to RTOG. They are listed in Table V. The only apparent statistical significance between the two arms was for grade 0–2 radiation pneumonia.

Table V.

Radiation and chemo-related toxicities of the two arms.

Table V.

Radiation and chemo-related toxicities of the two arms.

ToxicitiesArm without CTV, n (%)Arm with CTV, n (%)P-value
Hematological toxicity
  0–249 (89.1)42 (84.0)0.443
  3–46 (10.9)8 (16.0)
Radiation esophagitis
  0–250 (90.9)43 (86.0)0.430
  3–45 (9.1)7 (14.0)
Radiation pneumonia
  0–252 (94.5)41 (82.0)0.044
  3–43 (5.5)9 (18.0)

[i] CTV, clinical target volume.

Discussion

Once radiation pneumonia occurs during radiotherapy, the radiotherapy must be terminated. Thus, it increases the local relapse and reduces the overall survival rates, influences the patient's quality of life and can even result in fatality. The 1st or 2nd cycle of chemotherapy concurrent with chest irradiation has become the standard treatment for stage III NSCLC in the NCCN Guidelines. It also increases the incidence of radiation pneumonia at the same time as improving the curative effect (11). In the study by Sura et al (12), IMRT increased the volume of lung receiving smaller, yet potentially toxic doses of radiation, thus it increased the incidence of radiation pneumonia. Therefore, more attention must be paid to reduce the incidence of radiation pneumonia.

How to reduce the incidence of radiation pneumonia whilst not reducing the radiotherapy curative effect remains to be solved. Cai et al (10) noted that target volume delineation omitting CTV for limited-disease small cell lung cancer receiving IMRT was feasible, and it did not increase the local relapse rate or reduce the survival rate, however, it significantly reduced the incidence of radiation pneumonia. Comparing the arm without CTV to the arm with CTV, the local relapse rate was 16.7 vs. 17.1% (P=0.586), and distant metastases rate was 42.6 vs. 51.4% (P=0.274). The 1-, 2- and 3-year survival rates of the arm without CTV and arm with CTV were 81.0, 66.2 and 61.5%, and 88.6, 61.7 and 56.6% (P=0.517), respectively. In the arm without CTV and arm with CTV, grade 3–4 radiation pneumonia was 7.4 and 22.9% (P=0.040), respectively. Whether this can be applied to NSCLC is unknown.

To the best of our knowledge, this is the first clinical study reporting target volume omitting CTV in stage III NSCLC treated with IMRT. We were concerned most with whether omitting CTV resulted in a high margin local relapse rate. In the study, the margin local relapse rate was 1.8% in the arm without CTV and 2.0% in the arm with CTV. In the two arms, the major local relapse section was all in-field. The existence of hypoxic cancer cells, which are radiation resistant and require higher irradiation doses to be killed (13), was the possible reason. However, in the arm without CTV, grade 3–4 radiation pneumonia was only 5.5%, compared with 18.0% in the arm with CTV (P=0.044).

The possible reasons for these conclusions were as follows. First, the radiation dose is one of the important prognostic factors. Omitting CTV can reduce the radiation target volume and make it easier for GTV to receive an efficient radiation dose, which can reduce the local relapse (1416). GTV could receive a higher radiation dose, which can eliminate the hypoxic cancer cells, whilst simultaneously protecting the normal tissue. Therefore, a smaller target volume and higher GTV radiation dose may be the future research direction. Second, the subclinical lesions that were scattered on the edge of the GTV had a lower tumor burden and were in an oxygen enrichment condition. Therefore, their radiation sensitivity was better (17). In radiotherapy, the incidental dose to the ipsilateral hilus pulmonis, the mediastinal and paratracheal nodes could be <40–50 Gy when these regions were not in the radiotherapy target volume (18). The subclinical lesions received enough to be eliminated by the incidental dose. As 100% PTV irradiation was the prescription dose in the present study, a ≥8 mm range between PTV and GTV would accept at least half of the total radiation dose. Third, NSCLC was not radiation sensitive, but had easy local relapse and distant metastases compared with SCLC (19). The main cause of treatment failure was local recurrence and distant metastasis, however, the main cause of fatality was always organ failure lead by distant metastasis (20). In the present study, the distant metastasis rate of the two arms was significantly higher compared with the local recurrence rate. Therefore, a perfect local control rate is insignificant if the higher distant metastasis rate cannot be reduced.

In conclusion, the smaller target volume for stage III NSCLC treated with IMRT was feasible. It did not increase the local relapse rate and reduce survival rate, but significantly reduced the incidence of radiation pneumonia. However, the study is not a randomized controlled study, and further research and validation is necessary.

References

1 

Siegel R, Naishadham D and Jemal A: Cancer statistics, 2013. J Clin. 63:11–30. 2013. View Article : Google Scholar

2 

Jemal A, Siegel R, Xu J and Ward E: Cancer statistics, 2010. CA Cancer J Clin. 60:277–300. 2010. View Article : Google Scholar : PubMed/NCBI

3 

Jemal A, Bray F, Center MM, Ferlay J, Ward E and Forman D: Global cancer statistics. CA Cancer J Clin. 61:69–90. 2011. View Article : Google Scholar : PubMed/NCBI

4 

Sant M, Aareleid T, Berrino F, Bielska Lasota M, Carli PM, Faivre J, Grosclaude P, Hédelin G, Matsuda T, Møller H, et al: EUROCARE Working Group: EUROCARE-3: Survival of cancer patients diagnosed 1990–94 - results and commentary. Ann Oncol 14. (Suppl 5). v61–v118. 2003. View Article : Google Scholar

5 

Semenenko VA, Molthen RC, Li C, Morrow NV, Li R, Ghosh SN, Medhora MM and Li XA: Irradiation of varying volumes of rat lung to same mean lung dose: A little to a lot or a lot to a little? Int J Radiat Oncol Biol Phys. 71:838–847. 2008. View Article : Google Scholar : PubMed/NCBI

6 

Yorke ED, Jackson A, Rosenzweig KE, Merrick SA, Gabrys D, Venkatraman ES, Burman CM, Leibel SA and Ling CC: 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. 54:329–339. 2002. View Article : Google Scholar : PubMed/NCBI

7 

Kong FM, Hayman JA, Griffith KA, Kalemkerian GP, Arenberg D, Lyons S, Turrisi A, Lichter A, Fraass B, Eisbruch A, et al: Final toxicity results of a radiation-dose escalation study in patients with non-small-cell lung cancer (NSCLC): Predictors for radiation pneumonitis and fibrosis. Int J Radiat Oncol Biol Phys. 65:1075–1086. 2006. View Article : Google Scholar : PubMed/NCBI

8 

Marks LB, Bentzen SM, Deasy JO, Kong FM, Bradley JD, Vogelius IS, El Naqa I, Hubbs JL, Lebesque JV, Timmerman RD, et al: Radiation dose-volume effects in the lung. Int J Radiat Oncol Biol Phys. 76:(Sul). S70–S76. 2010. View Article : Google Scholar : PubMed/NCBI

9 

Giraud P, Antoine M, Larrouy A, Milleron B, Callard P, De Rycke Y, Carette MF, Rosenwald JC, Cosset JM, Housset M, et al: Evaluation of microscopic tumor extension in non-small-cell lung cancer for three-dimensional conformal radiotherapy planning. Int J Radiat Oncol Biol Phys. 48:1015–1024. 2000. View Article : Google Scholar : PubMed/NCBI

10 

Cai S, Shi A, Yu R and Zhu G: Feasibility of omitting clinical target volume for limited-disease small cell lung cancer treated with chemotherapy and intensity-modulated radiotherapy. Radiat Oncol. 9:172014. View Article : Google Scholar : PubMed/NCBI

11 

Parashar B, Edwards A, Mehta R, Pasmantier M, Wernicke AG, Sabbas A, Kerestez RS, Nori D and Chao KS: Chemotherapy significantly increases the risk of radiation pneumonitis in radiation therapy of advanced lung cancer. Am J Clin Oncol. 34:160–164. 2011.PubMed/NCBI

12 

Sura S, Gupta V, Yorke E, Jackson A, Amols H and Rosenzweig KE: Intensity-modulated radiation therapy (IMRT) for inoperable non-small cell lung cancer: The Memorial Sloan-Kettering Cancer Center (MSKCC) experience. Radiother Oncol. 87:17–23. 2008. View Article : Google Scholar : PubMed/NCBI

13 

Karar J and Maity A: Modulating the tumor microenvironment to increase radiation responsiveness. Cancer Biol Ther. 8:1994–2001. 2009. View Article : Google Scholar : PubMed/NCBI

14 

Rengan R, Rosenzweig KE, Venkatraman E, Koutcher LA, Fox JL, Nayak R, Amols H, Yorke E, Jackson A, Ling CC, et al: Improved local control with higher doses of radiation in large-volume stage III non-small-cell lung cancer. Int J Radiat Oncol Biol Phys. 60:741–747. 2004. View Article : Google Scholar : PubMed/NCBI

15 

Bradley JD, Ieumwananonthachai N, Purdy JA, Wasserman TH, Lockett MA, Graham MV and Perez CA: Gross tumor volume, critical prognostic factor in patients treated with three-dimensional conformal radiation therapy for non-small-cell lung carcinoma. Int J Radiat Oncol Biol Phys. 52:49–57. 2002. View Article : Google Scholar : PubMed/NCBI

16 

Werner-Wasik M, Scott C, Cox JD, Sause WT, Byhardt RW, Asbell S, Russell A, Komaki R and Lee JS: Recursive partitioning analysis of 1999 Radiation Therapy Oncology Group (RTOG) patients with locally-advanced non-small-cell lung cancer (LA-NSCLC): Identification of five groups with different survival. Int J Radiat Oncol Biol Phys. 48:1475–1482. 2000. View Article : Google Scholar : PubMed/NCBI

17 

Littbrand B and Révész L: The effect of oxygen on cellular survival and recovery after radiation. Br J Radiol. 42:914–924. 1969. View Article : Google Scholar : PubMed/NCBI

18 

Zhao L, Chen M, Ten Haken R, Chetty I, Chapet O, Hayman JA and Kong FM: Three-dimensional conformal radiation may deliver considerable dose of incidental nodal irradiation in patients with early stage node-negative non-small cell lung cancer when the tumor is large and centrally located. Radiother Oncol. 82:153–159. 2007. View Article : Google Scholar : PubMed/NCBI

19 

Jemal A, Siegel R, Ward E, Hao Y, Xu J, Murray T and Thun MJ: Cancer statistics, 2008. CA Cancer J Clin. 58:71–96. 2008. View Article : Google Scholar : PubMed/NCBI

20 

Arriagada R, Le Chevalier T, Quoix E, Ruffie P, de Cremoux H, Douillard JY, Tarayre M, Pignon JP and Laplanche A: ASTRO (American Society for Therapeutic Radiology and Oncology) plenary: Effect of chemotherapy on locally advanced non-small cell lung carcinoma: a randomized study of 353 patients. GETCB (Groupe d'Etude et Traitement des Cancers Bronchiques), FNCLCC (Féderation Nationale des Centres de Lutte contre le Cancer) and the CEBI trialists. Int J Radiat Oncol Biol Phys. 20:1183–1190. 1991. View Article : Google Scholar : PubMed/NCBI

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Spandidos Publications style
Liang X, Yu H, Yu R, Xu G and Zhu G: Efficacy of the smaller target volume for stage III non-small cell lung cancer treated with intensity-modulated radiotherapy. Mol Clin Oncol 3: 1172-1176, 2015
APA
Liang, X., Yu, H., Yu, R., Xu, G., & Zhu, G. (2015). Efficacy of the smaller target volume for stage III non-small cell lung cancer treated with intensity-modulated radiotherapy. Molecular and Clinical Oncology, 3, 1172-1176. https://doi.org/10.3892/mco.2015.588
MLA
Liang, X., Yu, H., Yu, R., Xu, G., Zhu, G."Efficacy of the smaller target volume for stage III non-small cell lung cancer treated with intensity-modulated radiotherapy". Molecular and Clinical Oncology 3.5 (2015): 1172-1176.
Chicago
Liang, X., Yu, H., Yu, R., Xu, G., Zhu, G."Efficacy of the smaller target volume for stage III non-small cell lung cancer treated with intensity-modulated radiotherapy". Molecular and Clinical Oncology 3, no. 5 (2015): 1172-1176. https://doi.org/10.3892/mco.2015.588