Non-Small Cell Lung Cancer with Malignant Pleural Effusion May Require Primary Tumor Radiotherapy in Addition to Drug Treatment

Qingsong Li,1– 3,* Cheng Hu,1– 3,* Shengfa Su,1– 3 Zhu Ma,1,2 Yichao Geng,1– 3 Yinxiang Hu,1– 3 Huiqin Li,1,2 Bing Lu1– 3

1Department of Thoracic Oncology, Affiliated Hospital of Guizhou Medical University, Guiyang, People’s Republic of China; 2Department of Thoracic Oncology, Affiliated Cancer Hospital of Guizhou Medical University, Guiyang, People’s Republic of China; 3Teaching and Research Department of Oncology, Clinical Medical College of Guizhou Medical University, Guiyang, People’s Republic of China

Correspondence: Bing Lu, Department of Thoracic Oncology, Affiliated Hospital of Guizhou Medical University and Affiliated Cancer Hospital of Guizhou Medical University, 1 Beijing Road West, Guiyang, 550004, People’s Republic of China, Tel +86-851-86513076, Email [email protected]

Purpose: The impact of primary tumour radiotherapy on the prognosis for non-small-cell lung cancer (NSCLC) with controlled malignant pleural effusion (MPE-C) (MPE-C-NSCLC) is unclear. This study aimed to analyze the efficacy and safety of primary tumor radiotherapy in patients with MPE-C-NSCLC.
Patients and Methods: A total of  186 patients with MPE-C-NSCLC were enrolled and divided into two groups. The patients in the D group were treated with only drugs. Those in the RD group were treated with drugs plus primary tumour radiotherapy. The Kaplan-Meier method was used for survival analysis, and the Log rank test was used for between-group analysis and univariate prognostic analysis. The Cox proportional hazards model was used to perform multivariate analyses to assess the impacts of factors on survival. Propensity score matching (PSM) was matched based on clinical characteristics, systematic drug treatment and drug response to further adjust for confounding factors.
Results: The overall survival (OS) rates at 1, 2, and 3 years for the RD group and D group were 54.4%, 26.8%, and 13.3% and 31.1%, 11.5%, and 4.4%, respectively; the corresponding MSTs were 14 months and 8 months, respectively (χ2=15.915, pConclusion: For MPE-C-NSCLC, the response of systemic drug treatment plays a crucial role in survival outcomes, and we also should pay attention to primary tumour radiotherapy in addition to systematic drug treatment.

Keywords: non-small cell lung cancer, controlled malignant pleural effusion, radiotherapy, overall survival, prognosis

Background

Lung cancer remains the most common cancer in the world, with approximately 1.8 million new patients diagnosed yearly, and 86% of diagnosed patients have non-small cell lung cancer (NSCLC).1 Approximately 40% of patients with lung cancer develop pleural effusions (PE) during their disease, and approximately 50% of PE are malignant pleural effusion (MPE),2 which is associated with a poor prognosis (mean survival time (MST) ≤ 4 months)3,4 and reduced quality of life.5,6 Currently, the National Comprehensive Cancer Network (NCCN) guidelines and other groups still recommend that treatment for NSCLC with MPE (MPE-NSCLC) be mainly aimed at improving patient quality of life, such as thoracic puncture and drainage, thoracic catheter drainage, pleurodesis and intrathoracic chemotherapy.7

The results of previous systemic chemotherapy studies showed that patients with simple MPE and intrapulmonary metastasis had better overall survival (OS) than those with other extrapulmonary metastases, and two types of metastases were defined as M1a in the seventh edition of the Union for International Cancer Control (UICC) staging system.8 In addition, the American Joint Committee on Cancer (AJCC)/UICC eighth edition guidelines reported that M1a and M1b had similar MSTs of 11.5 months and 11.4 months, respectively.9 Therefore, MPE-NSCLC should be actively treated.

In the context of systemic therapy, such as chemotherapy, EGFR-TKIs or immunotherapy, three-dimensional radiotherapy (3D-CRT) administered to the primary tumour improves the survival of patients with advanced NSCLC, and these outcomes have been gradually recognized.10–15 However, all of the above studies excluded patients with MPE-NSCLC. Furthermore, there are few reports on three-dimensional radiotherapy for MPE-NSCLC, mainly used as palliative treatment, such as half-chest irradiation.16,17 Therefore, there is no evidence regarding whether three-dimensional radiotherapy administered to the primary tumour can benefit the survival of MPE-NSCLC patients.

The primary tumour and its related clinical manifestations were found to be independent influencing factors of a poor prognosis in stage IIIB/IV NSCLC patients receiving first-line chemotherapy, according to the Higginson study.18 An uncontrolled primary tumour accounted for more than 90% of the treatment failure factors after chemotherapy combined with stereotactic body radiation therapy (SBRT) administered to oligometastases in a study of advanced NSCLC.19 The failure rate of the primary tumour was more than 80% after EGFR-TKI treatment,20 and primary tumour radiotherapy significantly prolonged OS and progression-free survival (PFS) according to the results of a meta-analysis.21 The above results provided the basis for this retrospective analysis. If MPE was controlled by drug treatment for NSCLC, primary tumour radiotherapy might be an option. This retrospective study investigated survival outcomes and prognosis of MPE-C-NSCLC combined with primary tumour radiotherapy and provide evidence for further prospective clinical trials in patients with MPE-C-NSCLC.

Materials and Methods Patients

A retrospective study was conducted on patients with stage IV NSCLC who had MPE within two months of diagnosis from April 2007 to January 2019 at our hospital.The retrospective analysis includes only patients who met the following criteria: (1) newly histologically or cytologically confirmed MPE-NSCLC; (2) no previous thoracic radiotherapy or surgery; (3) no previous malignancy or other concomitant malignant diseases; (4) a Karnofsky performance status (KPS) score ≥70%;and (5) MPE was controlled by drug treatment (one week after intrathoracic infusion chemotherapy, thoracic ultrasound demonstrated that MPE was stable or less).Pathology was divided into two main types: squamous cell lung cancer (SCC) and Non-SCC (NSCC). NSCC included adenocarcinoma, large cell and NOS-NSCLC. Drug treatment included intrathoracic infusion chemotherapy, systemic drug chemotherapy+intrathoracic chemotherapy and EGFR-TKIs + intrathoracic chemotherapy. In this study, 186 patients were enrolled and divided into two groups (Figure 1). The D group (n=61) included patients who were given only drug treatment (without radiotherapy or with a radiation dose<36Gy/20f).11,22 The RD group (n=125) included patients who were treated with primary tumour radiotherapy (dose≥36Gy/20f) in addition to drug treatment. A total of 32 pairs were successfully matched by propensity score matching (PSM).

Figure 1 Flow diagram of eligible patients.

Abbreviations: MPE-NSCLC, non-small cell lung cancer with malignant pleural effusion; KPS, Karnofsky performance status; MPE, malignant pleural effusion; BED, biological effective dose.

Drug Treatment Drug treatment: Intrathoracic infusion chemotherapy and systematic drug treatment were administered for most patients.A small number of patients were treated with only intrathoracic infusion chemotherapy. Intrathoracic chemotherapy: (a) An indwelling pleural catheter was placed, and (b) cisplatin (DDP; 80–100 mg/m2, every 21–28 days) was instilled via the catheter until controlled MPE (MPE-C) was achieved. Systematic drug treatment: (a) Chemotherapy: Platinum-based doublet chemotherapy was performed for most patients. During intrathoracic infusion of DDP, another chemotherapeutic drug was given intravenously. After MPE-C was achieved, both drugs were given intravenously. (b) EGFR-TKIs: For EGFR+disease, gefitinib, erlotinib or icotinib was administered; for ALK/ROS+ disease, crizotinib was administered. There were 161 cases of chemotherapy (1–3 cycles in 43 patients and 4–6 cycles in 118 patients). 55 patients were treated with EGFR-TKIs (first-line treatment in 21 patients). Systemic chemotherapy was mainly drug treatment for some reasons. Up to now, driver gene and programmed cell death protein 1/ ligand 1 (PD1/PDL-1) testing were not covered by health insurance. EGFR-TKIs and anti-PD1/PDL-1 were covered by health insurance in October 2017 and December 2019, respectively.Primary Tumour Radiotherapy Radiotherapy Timing

Primary tumour radiotherapy can be performed after MPE-C is achieved (MPE was monitored by thoracic ultrasound once every week).

Radiotherapy Management

During radiotherapy, MPE was monitored by thoracic ultrasound once every week. Radiotherapy continued according to the original radiotherapy plan, while MPE did not change. If MPE changed, computed tomography (CT) was performed, and CT images were combined with adjusting the radiotherapy plan.

Radiotherapy

Three-dimensional radiotherapy/intensity-modulated radiotherapy (3-DCRT/IMRT) was performed. The radiotherapy plan was created using the Pinnacle treatment planning system. Gross tumour volume (GTV) included the primary thoracic tumour plus any enlarged (>1 cm on short axis) mediastinal lymph nodes. Clinical target volume (CTV) was defined as the GTV plus a 0.6-cm margin; planning target volume (PTV) was defined as the CTV plus another margin of 0.5 to 1.0 cm.

The plans were evaluated as 100% of the prescription dose line, including 100% of the GTV and 90% of the prescription dose, including 98% of the PTV. The percentage of total lung volume receiving ≥20 Gy (V20) was kept to ≤32%, the maximum point dose to the spinal cord was ≤50 Gy, the mean oesophageal dose was ≤35 Gy, and the mean heart dose was ≤30 Gy for all individual treatment plans. Patients received late-course accelerated hyper-fractionated radiotherapy (LCAHRT)23–27 to the primary tumour. The first course of radiotherapy was given in 1.8Gy fractions, 5 days per week, to deliver a total dose of 36 Gy; LCAHRT was then delivered in twice-daily fractions of 1.35 Gy each, separated by 6 to 8 hours per day.

Study Endpoints

The primary endpoints were overall survival (OS) and objective response (ORR), and the secondary endpoints were acute radiation toxicities, including radiation pneumonitis (RP), oesophagitis, hematologic toxicity and gastrointestinal toxicity. OS was defined as the time from the date of drug treatment to the last follow-up date or death from any cause. The objective response rate (ORR) by the primary tumour was defined as a complete response (CR) or partial response (PR), and a nonresponse (NR) by the primary tumour was defined as no change (NC) or progressive disease (PD) according to WHO criteria. Systemic drug treatment toxicities and radiation toxicities were scored during treatment according to CTCAE 3.0 criteria.

Statistical Analysis

Statistical analysis was performed using SPSS software(version 23.0). Dichotomous variables were presented as counts and were analysed using Pearson’s chi-square test or Fisher exact test. Propensity score matching (PSM) was used for the PSM process with 1:1 nearest neighbor matching (match tolerance=0.1). The Kaplan-Meier method was used for survival analysis, and the Log rank test was used for between-group analysis and univariate prognostic analysis. Variables with P values less than or equal to 0.1 from the univariate prognosis analysis were incorporated into the Cox regression model for multivariate prognosis analysis. All statistical tests were 2-sided, and P values <0.05 were considered statistically significant.

Results Patient Characteristics

From April 2007 to January 2019, a total of 186 patients were statistically analysed. The ratio of males to females was 1.38, the median age was 56 years (26–86 years), and the median KPS was 80. The T and N stages were as follows: 47 cases T 1−2, 139T 3−4, 68 N 0−2 and 118 N3. The most common site of metastatic disease at the diagnosis was the bone (43.0% of patients), 54 (29.0%) patients had lung metastasis, and 54 (29.0%) patients had metastasis in the brain. All patients received intrathoracic infusion chemotherapy (median number=1 cycle, range 1–4 cycles). The drug treatment in the D group (n=61) was simple intrathoracic infusion chemotherapy in 3 patients and intrathoracic infusion chemotherapy plus systemic drug treatment in 58 patients (systemic chemotherapy in 43 patients, first-line EGFR-TKIs in 15 patients and second-line EGFR-TKIs in 8 patients). The drug treatment in the RD group (n=125) was simple intrathoracic infusion chemotherapy in 1 patient and intrathoracic infusion chemotherapy plus systemic drug treatment in 124 patients (systemic chemotherapy in 118 patients, first-line EGFR-TKIs in 6 patients and second-line EGFR-TKIs in 25 patients). The median radiation dose was 63 Gy (36–71.1 Gy). There were significantly different between groups in age and chemotherapy cycles. No other significant difference was observed between the groups (Table 1). Patients were matched on the basis of sex, age, pathology, KPS, T status, N status, MPE alone, metastasis status, liver metastasis, chemotherapy cycles, EGFR-TKIs, and drug best response with 1:1 nearest neighbor matching and the D group as the reference group. A total of 32 pairs were successfully matched. All clinical factors were comparable after matching (Table 1).

Table 1 Patient Characteristics

Primary Endpoints Efficacy

The ORR of the primary tumor in the RD group and D group of the first-line treatment was 62.3% and 42.6%, respectively (χ2 =5.389, P=0.025); corresponding the best OR rates of the primary tumor in all treatments were 68.9% and 53.2%, respectively (χ2 =3.634, P=0.073).

Overall Survival (OS) in All Patients

The last follow-up time was July 2021, with a median follow-up period of 12 months (range of 3–75 months). At the time of the last follow-up, 10 patients were still alive. The median OS time for all patients was 12.0 months (95% CI 10.2–13.8), and the OS rates were 46.8% at 1 year, 21.8% at 2 years, and 10.4% at 3 years.

OS Analysis Between Groups

The OS rates at 1, 2, and 3 years for the RD group and D group were 54.4%, 26.8%, and 13.3% and 31.1%, 11.5%, and 4.4%, respectively; the corresponding MSTs were 14 months and 8 months, respectively (χ2=15.915, p <0.001) (Figure 2).After PSM, the OS rates at 1, 2 and 3 years for the RD group and D group were 43.8%, 25.0%, and 17.9% and 28.1%, 9.4%, and 6.3%, respectively; the corresponding MSTs were 12 months and 7 months, respectively (χ2=4.871; p=0.027) (Figure 3). The stratified analysis showed three statuses. The first status was that radiotherapy could not improve OS for patients with age > 65 years or liver metastasis. The second status was that radiotherapy may improve OS for patients with KPS = 90 or MPE alone. The third status was that radiotherapy significantly improved OS for patients with conditions as follows: age≤ 65 years; KPS 70–80; MPE with other metastasis; no liver metastasis; regardless of gender, pathology T status, N status, metastatic status, chemotherapy cycles, EGFR-TKIs, and drug best response (Table 2).

Table 2 Stratified Analyses

Figure 2 Overall survival for D and RD group.

Abbreviations: D group, patients treated with only drug treatment; RD group, patients treated with primary tumour radiotherapy in addition to drug treatment.

Figure 3 Overall survival for patients by the PSM.

Abbreviations: D group, patients treated with only drug treatment; RD group, patients treated with primary tumour radiotherapy in addition to drug treatment; PSM, propensity score matching.

Factors Associated with OS Before PSM

Univariate variables with P<0.10 were analysed by multivariate analysis. The results showed that metastasis status (organ≤3 and metastasis≤5), primary tumour radiotherapy, chemotherapy cycles≥4, and drug best response (CR+PR) were independent predictors of prolonged OS. EGFR-TKIs were marginally correlated with better OS. However, OS was not significantly associated with sex, age, pathology, KPS, T status, N status, MPE alone, and liver metastasis (Table 3).

Table 3 Multivariate Analysis of Prognostic Factors for Overall Survival

After PSM

Multivariate analysis showed that primary tumour radiotherapy and drug best response (CR+PR) were independent predictors of prolonged OS (Table 3).

Secondary Endpoints Toxicity

Grade 3 to 4 white blood cells, neutrophils, and gastrointestinal toxicity of the RD group was significantly higher than those of the D group. However, grade 3–4 haemoglobin and platelet toxicities were not significantly different between the two groups (Table 4). Grade 3 radiation oesophagitis and pneumonitis were observed in 10.4% and 6.4% of patients. There were no grade 4–5 radiation toxicities.

Table 4 Toxicity Comparison

Discussion

The clinical characteristics included a male-to-female ratio of 1.36, age of high incidence ≤ 70 years, mainly adenocarcinoma pathological type, distant metastasis, and T3–4 and N3 for 73.7% and 63.4% of patients, respectively, which were similar to the characteristics in reports on advanced NSCLC without MPE.14,28 The MST of the D group was 8 months, which was similar to the MST of 5–7 months for MPE-NSCLC treated with cisplatin and other drugs, pleurodesis, thoracoscopic and surgical treatment, EGFR-TKIs, bevacizumab combined with chemotherapy, or immunotherapy in the context of high expression of PD-L1.7,16,29–33 Our study showed that the OR rates of the primary tumor in the RD group of the first-line treatment were significantly better than that in the D group (χ2 =5.389, P=0.025). The best OR rates of the primary tumor in the RD group of all treatments were marginally better than those in the D group (χ2 =3.634, P=0.073). T3–4 and N2–3 were the majority of MPE-NSCLC cases in our study. Radiotherapy administered to the primary tumour, and metastatic lymph nodes in the drainage area significantly improved the ORR of the primary tumour. However, whether a higher ORR rate for the primary tumour will translate into a survival benefit is still unknown.

Higginson et al analysed stage III/IV NSCLC patients who received only systemic chemotherapy and found that the state of the primary tumour (large central tumour, pulmonary symptoms, and bronchial or vascular compression) was associated with poor OS.18 The results indicated that active control of the primary tumour played an important role in the survival of advanced NSCLC patients.18 Nearly 50% of patients with advanced NSCLC have a poor prognosis because of an uncontrolled primary tumour.34 In recent years, numerous studies have shown that radiotherapy plus drug treatment of primary advanced NSCLC tumours without MPE can reduce the local failure rate to 30% and significantly prolong OS.10–15 For MPE-C-NSCLC, few studies have reported whether primary tumour radiotherapy affects OS. Our study found that the OS rates of the RD group were significantly higher than those of the D group, and the MST of the RD group was twice as long as that of the D group. These results suggest that primary tumour radiotherapy improves OS. However, this was a retrospective study, with some unaccounted confounders, selection bias and recall bias. PSM may simulate a randomised controlled trial (RCT) because it can reduce this bias and be used to balance covariates between the two groups.35–37 Thirty-two pairs were successfully matched through PSM. The OS outcome still showed a similar significant difference between the two groups (Figure 3). The survival outcome was consistent with that of advanced NSCLC without MPE treated with primary tumour radiotherapy, as reported in the previous studies.11–13,28,38–40

Stratified analyses of 186 patients showed that primary tumour radiotherapy significantly improved OS under the following conditions: age≤ 65 years; KPS 70–80; MPE with other metastasis; no liver metastasis; regardless of gender, pathology T status, N status, metastatic status, chemotherapy cycles, EGFR-TKIs, and drug best response (Table 2). EGFR-TKIs are an important drug treatment for MPE-NSCLC due to the pathological type, mainly adenocarcinoma with a high EGFR mutation rate.2,41,42 Wu et al reported that the MST of MPE-NSCLC treated with EGFR-TKIs at initial diagnosis was 16.3 months,30 which was similar to that found in our study (MST of 16 months). The stratified analysis showed that the MST of the RD group and D group were 25 and 16 months, respectively, in the EGFR-TKIs subgroup and the difference between the groups was statistically significant (P=0.017). The longer survival of the RD group might be due to a reduction in local failure, which was 82% for advanced NSCLC treated with only EGFR-TKIs.20 The above results suggest that primary tumour radiotherapy plays an important role in survival outcomes for MPE-C-NSCLC, especially in patients meeting the conditions of the third status.

Before or after PSM, multivariate analysis showed that primary tumour radiotherapy and drug treatment were independent predictors of prolonged OS. Our result also showed that drug best response (CR+PR) was an independent predictor of prolonged OS. Our study suggested that the treatment mode of MPE-C-NSCLC should not be limited to a single treatment but rather be a comprehensive treatment mode. OS benefits were derived from the synergistic combination of radiotherapy and systemic drug treatment based on MPE-C.

It is accepted that primary tumour radiotherapy in addition to drug treatment for NSCLC increases toxicity compared with drug treatment alone. There were no significant differences in grade 3–4 haemoglobin and platelet toxicities between the two groups. Grade 3–4 gastrointestinal tract, leukocyte and neutrophil toxicities were significantly increased in the RD group, similar to the concurrent chemoradiotherapy toxicity observed in locally advanced NSCLC.43,44 Grade 3 radiation oesophagitis and pneumonitis were observed in 10.4% and 6.4% of patients, respectively, which were similar to the concurrent chemoradiotherapy toxicities observed in advanced NSCLC without MPE.13,39,45 The results suggested that the radiation toxicities observed were acceptable for MPE-C-NSCLC.

We acknowledge several limitations to the current study. First, the sample size was small. Second, this was a single-institution study. Survival data for patients treated at other institutions might differ. Third, drug treatment regimens were not uniform and included several drugs. Fourth, we assessed certain clinical factors and their impacts on prognosis. There were likely other factors that were not evaluated in this analysis. Finally, this was a retrospective study with some unaccounted confounders, selection bias and recall bias. Although PSM and multivariate regression analysis were used to reduce these biases, some unaccounted confounders could still have existed between the two groups because of the retrospective nature of this study. PSM can simulate but not replace an RCT. Therefore, randomized studies are needed to confirm the conclusions of this study.

Conclusions

For MPE-C-NSCLC, our results showed that primary tumour radiotherapy and drug best response (CR+PR) were independent predictors of a prolonged OS with no grade 4–5 radiation toxicities. Therefore, we should pay more attention to primary tumour radiotherapy in addition to drug treatment based on MPE-C, which warrants the performance of a prospective RCT, and such a trial will be conducted in the near future.

Data Sharing Statement

The raw data supporting the conclusions of this article will be made available by the authors (Lu Bing, Email: [email protected]), without undue reservation.

Ethics Statement

All procedures were in accordance with the ethical standards of the Helsinki Declaration issued in 1975 and later amendments.The studies involving human participants were reviewed and approved by the Ethics Committee of Affiliated Cancer Hospital of Guizhou Medical University.The patients/participants provided written informed consent to participate in this study.

Consent for Publication

The abstract of this paper was presented at the ASTRO’s 62nd Annual Conference name “Non-Small Cell Lung Cancer with Malignant Pleural Effusion May Require Primary Tumor Radiotherapy in Addition to Drug Therapy” as a poster presentation with interim findings. The poster’s abstract was published in “Poster Abstracts” in Int J Radiat Oncol Biol Phys name “Non-Small Cell Lung Cancer with Malignant Pleural Effusion May Require Primary Tumor Radiotherapy in Addition to Drug Therapy”. Publication of this manuscript has been approved by all co-authors. I would like to declare on behalf of my co-authors that the work described is an original report that has not been published previously and is not under consideration for publication elsewhere.

Acknowledgments

We would like to thank Huiqin Li at Affiliated Cancer Hospital of Guizhou Medical University, China, for her work following up with all patients.

Author Contributions

All authors made a significant contribution to the work reported, whether that is in the conception, study design, execution, acquisition of data, analysis and interpretation, or in all these areas; took part in drafting, revising or critically reviewing the article; gave final approval of the version to be published; have agreed on the journal to which the article has been submitted; and agree to be accountable for all aspects of the work.

Funding

This study received no financial support/funding.

Disclosure

The authors report no conflicts of interest in this work.

References

1. Barta JA, Powell CA, Wisnivesky JP. Global epidemiology of lung cancer. Ann Glob Health. 2019;85(1). doi:10.5334/aogh.2419

2. Porcel JM, Gasol A, Bielsa S, Civit C, Light RW, Salud A. Clinical features and survival of lung cancer patients with pleural effusions. Respirology. 2015;20(4):654–659. doi:10.1111/resp.12496

3. Clive AO, Kahan BC, Hooper CE, et al. Predicting survival in malignant pleural effusion: development and validation of the LENT prognostic score. Thorax. 2014;69(12):1098–1104. doi:10.1136/thoraxjnl-2014-205285

4. Bibby AC, Clive AO, Slade GC, et al. Survival in patients with malignant pleural effusions who developed pleural infection: a retrospective case review from six UK centers. Chest. 2015;148(1):235–241. doi:10.1378/chest.14-2199

5. Terra RM, Dela Vega A. Treatment of malignant pleural effusion. J Vis Surg. 2018;4:110. doi:10.21037/jovs.2018.05.02

6. Ryu JS, Ryu HJ, Lee SN, et al. Prognostic impact of minimal pleural effusion in non-small-cell lung cancer. J Clin Oncol. 2014;32(9):960–967. doi:10.1200/JCO.2013.50.5453

7. Penz E, Watt KN, Hergott CA, Rahman NM, Psallidas I. Management of malignant pleural effusion: challenges and solutions. Cancer Manag Res. 2017;50:229–241. doi:10.2147/CMAR.S95663

8. Postmus PE, Brambilla E, Chansky K, et al. The IASLC lung cancer staging project: proposals for revision of the M descriptors in the forthcoming (seventh) edition of the TNM classification of lung cancer. J Thorac Oncol. 2007;2(8):686–693.

9. Eberhardt WE, Mitchell A, Crowley J, et al. The IASLC lung cancer staging project: proposals for the revision of the M descriptors in the forthcoming eighth edition of the TNM classification of lung cancer. J Thorac Oncol. 2015;10(11):1515–1522. doi:10.1097/JTO.0000000000000673

10. Ashworth A, Rodrigues G, Boldt G, Palma D. Is there an oligometastatic state in non-small cell lung cancer? A systematic review of the literature. Lung Cancer. 2013;82(2):197–203. doi:10.1016/j.lungcan.2013.07.026

11. Koshy M, Malik R, Mahmood U, Rusthoven CG, Sher DJ. Comparative effectiveness of aggressive thoracic radiation therapy and concurrent chemoradiation therapy in metastatic lung cancer. Pract Radiat Oncol. 2015;5(6):374–382. doi:10.1016/j.prro.2015.07.009

12. Lopez Guerra JL, Gomez D, Zhuang Y, et al. Prognostic impact of radiation therapy to the primary tumor in patients with non-small cell lung cancer and oligometastasis at diagnosis. Int J Radiat Oncol Biol Phys. 2012;84(1):e61–67. doi:10.1016/j.ijrobp.2012.02.054

13. Su S, Li T, Lu B, et al. Three-dimensional radiation therapy to the primary tumor with concurrent chemotherapy in patients with stage IV non-small cell lung cancer: results of a multicenter phase 2 study from PPRA-RTOG, China. Int J Radiat Oncol Biol Phys. 2015;93(4):769–777. doi:10.1016/j.ijrobp.2015.08.012

14. Arrieta O, Barrón F, Maldonado F, et al. Radical consolidative treatment provides a clinical benefit and long-term survival in patients with synchronous oligometastatic non-small cell lung cancer: a Phase II study. Lung Cancer. 2019;130:67–75. doi:10.1016/j.lungcan.2019.02.006

15. Zheng L, Wang Y, Xu Z, et al. Concurrent EGFR-TKI and thoracic radiotherapy as first-line treatment for stage IV non-small cell lung cancer harboring EGFR active mutations. Oncologist. 2019;24:1031–e612. doi:10.1634/theoncologist.2019-0285

16. Yamaguchi M, Ichinose Y, Shimamatsu S, et al. Preoperative concurrent chemoradiotherapy followed by extrapleural pneumonectomy for patients with non-small cell lung cancer with malignant pleural effusion and/or pleural nodules: ten-year results of a prematurely terminated single institute phase II trial. Surg Oncol. 2015;24(2):78–83. doi:10.1016/j.suronc.2015.02.004

17. Ried M, Hofmann HS. The treatment of pleural carcinosis with malignant pleural effusion. Dtsch Arztebl Int. 2013;110(18):313–318. doi:10.3238/arztebl.2013.0313

18. Higginson DS, Chen RC, Tracton G, et al. The impact of local and regional disease extent on overall survival in patients with advanced stage IIIB/IV non-small cell lung carcinoma. Int J Radiat Oncol Biol Phys. 2012;84(3):e385–392. doi:10.1016/j.ijrobp.2012.04.045

19. Rusthoven KE, Hammerman SF, Kavanagh BD, Birtwhistle MJ, Stares M, Camidge DR. Is there a role for consolidative stereotactic body radiation therapy following first-line systemic therapy for metastatic lung cancer? A patterns-of-failure analysis. Acta Oncol. 2009;48(4):578–583. doi:10.1080/02841860802662722

20. Patel SH, Rimner A, Foster A, et al. Patterns of initial and intracranial failure in metastatic EGFR-mutant non-small cell lung cancer treated with erlotinib. Lung Cancer. 2017;108:109–114. doi:10.1016/j.lungcan.2017.03.010

21. Petrelli F, Ghidini A, Cabiddu M, et al. Addition of radiotherapy to the primary tumour in oligometastatic NSCLC: a systematic review and meta-analysis. Lung Cancer. 2018;126:194–200. doi:10.1016/j.lungcan.2018.11.017

22. Rodrigues G, Videtic GM, Sur R, et al. Palliative thoracic radiotherapy in lung cancer: an American Society for Radiation Oncology evidence-based clinical practice guideline. Pract Radiat Oncol. 2011;1(2):60–71. doi:10.1016/j.prro.2011.01.005

23. Withers HR, Taylor JM, Maciejewski B. The hazard of accelerated tumor clonogen repopulation during radiotherapy. Acta Oncol. 1988;27(2):131–146. doi:10.3109/02841868809090333

24. Wang Y, Shi XH, He SQ, et al. Comparison between continuous accelerated hyperfractionated and late-course accelerated hyperfractionated radiotherapy for esophageal carcinoma. Int J Radiat Oncol Biol Phys. 2002;54(1):131–136. doi:10.1016/S0360-3016(02)02892-4

25. Liu CX, Li XY, Gao XS. Meta-analysis of late course accelerated hyperfractionated radiotherapy combined with FP chemotherapy for esophageal carcinoma. Chin J Cancer. 2010;29(10):889–899. doi:10.5732/cjc.010.10147

26. Wang D, Li B, Wang Z, et al. Functional dose-volume histograms for predicting radiation pneumonitis in locally advanced non-small cell lung cancer treated with late-course accelerated hyperfractionated radiotherapy. Exp Ther Med. 2011;2(5):1017–1022. doi:10.3892/etm.2011.301

27. Chen M, Chen YY, Bao Y, et al. Neoadjuvant chemotherapy followed by late-course accelerated hyperfractionated radiation therapy for locally advanced non-small-cell lung cancer: long-term results of a phase I/II clinical trial. Clin Lung Cancer. 2005;6(5):304–309. doi:10.3816/CLC.2005.n.010

28. Su S, Hu Y, Ouyang W, et al. Might radiation therapy in addition to chemotherapy improve overall survival of patients with non-oligometastatic Stage IV non-small cell lung cancer?: secondary analysis of two prospective studies. BMC Cancer. 2016;16(1):908. doi:10.1186/s12885-016-2952-3

29. Yang J, Lee OJ, Son SM, et al. EGFR mutation status in lung adenocarcinoma-associated malignant pleural effusion and efficacy of EGFR tyrosine kinase inhibitors. Cancer Res Treat. 2018;50(3):908–916. doi:10.4143/crt.2017.378

30. Wu SG, Yu CJ, Tsai MF, et al. Survival of lung adenocarcinoma patients with malignant pleural effusion. Eur Respir J. 2013;41(6):1409–1418. doi:10.1183/09031936.00069812

31. Tao H, Meng Q, Li M, Shi L, Tang J, Liu Z. Outcomes of bevacizumab combined with chemotherapy in lung adenocarcinoma-induced malignant pleural effusion. Thorac Cancer. 2018;9(2):298–304. doi:10.1111/1759-7714.12582

32. Usui K, Sugawara S, Nishitsuji M, et al. A phase II study of bevacizumab with carboplatin-pemetrexed in non-squamous non-small cell lung carcinoma patients with malignant pleural effusions: North East Japan Study Group Trial NEJ013A. Lung Cancer. 2016;99:131–136. doi:10.1016/j.lungcan.2016.07.003

33. Feng X, Zhu L, Xiong X, et al. Therapeutical effect of intrapleural perfusion with hyperthermic chemotherapy on malignant pleural effusion under video-assisted thoracoscopic surgery. Int J Hyperthermia. 2018;34(4):479–485. doi:10.1080/02656736.2017.1340676

34. Arrieta O, Villarreal-Garza C, Zamora J, et al. Long-term survival in patients with non-small cell lung cancer and synchronous brain metastasis treated with whole-brain radiotherapy and thoracic chemoradiation. Radiat Oncol. 2011;6:166. doi:10.1186/1748-717X-6-166

35. Austin PC. A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003. Stat Med. 2008;27(12):2037–2049. doi:10.1002/sim.3150

36. Austin PC. Type I error rates, coverage of confidence intervals, and variance estimation in propensity-score matched analyses. Int J Biostat. 2009;5(1):Article13. doi:10.2202/1557-4679.1146

37. Newgard CD, Hedges JR, Arthur M, Mullins RJ. Advanced statistics: the propensity score--a method for estimating treatment effect in observational research. Acad Emerg Med. 2004;11(9):953–961. doi:10.1197/j.aem.2004.02.530

38. Fairchild A, Harris K, Barnes E, et al. Palliative thoracic radiotherapy for lung cancer: a systematic review. J Clin Oncol. 2008;26(24):4001–4011. doi:10.1200/JCO.2007.15.3312

39. Wang J, Ji Z, Wang X, et al. Radical thoracic radiotherapy may provide favorable outcomes for stage IV non-small cell lung cancer. Thorac Cancer. 2016;7(2):182–189. doi:10.1111/1759-7714.12305

40. Su S, Hu Y, Ouyang W, et al. The survival outcomes and prognosis of stage IV non-small-cell lung cancer treated with thoracic three-dimensional radiotherapy combined with chemotherapy. Radiat Oncol. 2014;9:290. doi:10.1186/s13014-014-0290-7

41. Tanaka T, Matsuoka M, Sutani A, et al. Frequency of and variables associated with the EGFR mutation and its subtypes. Int J Cancer. 2010;126(3):651–655. doi:10.1002/ijc.24746

42. Yatabe Y, Kerr KM, Utomo A, et al. EGFR mutation testing practices within the Asia Pacific region: results of a multicenter diagnostic survey. J Thorac Oncol. 2015;10(3):438–445. doi:10.1097/JTO.0000000000000422

43. Aupérin A, Le Péchoux C, Rolland E, et al. Meta-analysis of concomitant versus sequential radiochemotherapy in locally advanced non-small-cell lung cancer. J Clin Oncol. 2010;28(13):2181–2190. doi:10.1200/JCO.2009.26.2543

44. Curran WJ, Paulus R, Langer CJ, et al. Sequential vs. concurrent chemoradiation for stage III non-small cell lung cancer: randomized Phase III trial RTOG 9410. J Natl Cancer Inst. 2011;103(19):1452–1460. doi:10.1093/jnci/djr325

45. Zhang Q, Cai XW, Zhu ZF, et al. Full-dose pemetrexed plus cisplatin combined with concurrent thoracic radiotherapy for previously untreated advanced nonsquamous non-small cell lung cancer. Anticancer Drugs. 2015;26(4):456–463. doi:10.1097/CAD.0000000000000215

留言 (0)

沒有登入
gif