Skip to main content
Northern Clinics of Istanbul logoLink to Northern Clinics of Istanbul
. 2019 Jun 12;6(2):129–133. doi: 10.14744/nci.2019.02212

Pretreatment SUVmax value to predict outcome in patients with stage III NSCLC receiving concurrent chemoradiotherapy

Gokhan Yaprak 1, Melike Ozcelik 2,, Cengiz Gemici 1, Ozgur Seseogullari 3
PMCID: PMC6593921  PMID: 31297478

Abstract

OBJECTIVE:

Stage III disease accounts for approximately one-fourth of all non-metastatic non-small cell lung cancer (NSCLC). The patients who are not candidates for curative resection are offered concomitant chemoradiotherapy. In this subgroup, which is difficult to manage, studies that address the role of PET-CT to predict outcome measures specifically for stage III NSCLC receiving concurrent chemoradiotherapy may help better risk stratification. This study aimed to assess whether baseline PET maximum standardized uptake value (SUVmax) value in stage III NSCLC treated with concurrent chemoradiotherapy would independently identify patients with high risk of progression and death.

METHODS:

The study population consisted of patients aged 18 years or more with unresectable stage III histologically or cytologically proven NSCLC who received concurrent chemoradiotherapy. From 2007 to 2014, medical records of patients admitted to our institution were retrospectively analyzed. Pretreatment PET-CT SUVmax values were recorded for each patient. These values were categorized as low or high according to the median SUVmax measure of the study population.

RESULTS:

A total of 175 patients were analyzed. The median follow-up time was 23 months (range 6–109). The PET-CT SUVmax values ranged from 3.5 to 46 with a median value of 14. The median overall survival was 25 months in SUVmax <14 and 18 months in SUVmax ≥14 group (p=0.023). The median progression-free survival was 16 months in SUVmax <14 and 11 months in SUVmax ≥14 group (p=0.033). Multivariate analysis revealed that both PET-CT SUVmax value (p<0.001) and age (p=0.016) were independent significant predictors for overall survival (OS).

CONCLUSION:

The results of this study involving patients with stage III NSCLC receiving concurrent chemoradiotherapy provide evidence that suggests that high values of pretreatment SUVmax, an indicator of metabolic tumor burden, predicted a higher risk of disease progression and death.

Keywords: Chemoradiotherapy, PET scan, stage III NSCLC, SUVmax


In patients with initial non-metastatic non-small cell lung cancer (NSCLC), PET scanning identifies those with subclinical metastatic disease who otherwise would have underwent unnecessary surgery or definitive chemoradiotherapy. As PET-CT positively affects the therapeutic decision and has significantly higher accuracy in staging than contrast-enhanced CT alone, it is the preferred imaging tool for the work-up of patients with NSCLC [14].

In addition to its value on clinical staging, at least some data suggest that it has role in predicting outcome [5, 6]. Tumor maximum standardized uptake value (SUVmax), a measure of cellular metabolic activity of the tumor, defined by PET-CT was reported to be an independent predictor of survival and relapse in early-stage NSCLC. Most of the existing studies included surgically resected patients with NSCLC, excluding the majority of the stage III disease, and suggested that patients with tumors who exhibit intense FDG uptake may be considered at a high risk of treatment failure and may benefit from more aggressive adjunctive treatment [710].

Stage III disease accounts for approximately one-fourth of all NSCLC. It is the most frequently relapsed group. Although it represents a heterogeneous entity, many patients are not candidates for curative resection, and they are offered concomitant chemotherapy and radiotherapy (RT). Concomitant chemoradiotherapy achieves both local control of disease and improves survival, but many patients still suffer recurrence after definitive therapy, demonstrating the lethality of the disease [1114].

Studies addressing the role of PET-CT to predict outcome measures specifically for stage III NSCLC receiving concurrent chemoradiotherapy may help better risk stratification in this difficult-to-manage subgroup. We aimed to assess whether baseline PET SUVmax value in stage III NSCLC treated with concurrent chemoradiotherapy would independently identify patients with a high risk of progression and death.

MATERIALS AND METHODS

Study Design

The study population consisted of patients aged 18 years or more with unresectable stage III, histologically or cytologically proven NSCLC who received concurrent chemoradiotherapy. From 2007 to 2014, medical records of patients admitted to our institution were retrospectively analyzed. Staging was defined according to the TNM seventh edition. Unresectability was determined after discussion among radiologist, chest surgeons, and medical and radiation oncologists. Pretreatment PET-CT SUVmax values were recorded for each patient, and these values were categorized as low or high according to the median SUVmax measure of the study population.

Clinicopathological characteristics including gender, age, weight loss, performance status, stage, histological subtype, and utilized chemotherapy regimen were also collected. During concurrent chemoradiotherapy phase, any of the chemotherapy regimens recommended with high-quality evidence (category 1/grade 1A) were accepted. However, the utilization of induction and/or consolidation chemotherapy was not allowed to provide a more homogeneous study sample. The local institutional review board approved the study.

Statistical Analysis

Descriptive analysis was used to evaluate the characteristics of patients. Overall survival (OS) was defined as the time from the beginning of concurrent chemoradiotherapy to death from any cause or to last follow-up evaluation. Progression-free survival (PFS) was defined as the time between the beginning of concurrent chemoradiotherapy and the date of disease progression or death, whichever comes first. The Kaplan–Meier method and log-rank test was used to estimate and compare OS and PFS. Multivariate analysis was performed by means of cox proportional hazards model. All statistical analyses were carried out using SPSS 17.0 version (IBM Corp., Armonk, NY, USA). P value below 0.05 was accepted as statistically significant.

RESULTS

A total of 175 patients were analyzed. There were 22 females and 153 males. At the time of diagnosis, 87 patients were stage IIIA and 88 patients were stage IIIB. The predominant histological subtype was squamous cell carcinoma. Chemotherapy regimen administered concurrently with RT was carboplatin + paclitaxel in 69 patients (39.4%), cisplatin + docetaxel in 67 patients (38.2%), and cisplatin + etoposide in 39 patients (22.2%). Baseline characteristics of the patients in relation to SUVmax values are shown in Table 1. The median follow-up time was 23 months (6–109). The PET-CT SUVmax values ranged from 3.5 to 46 with a median value of 14. The median OS was 25 months in SUVmax <14 and 18 months in SUVmax ≥14 group (p=0.023). Accordingly, three-year and five-year survival rates were 36.8% and 24% versus 28.4% and 13.2% in SUVmax <14 and SUVmax ≥14 group, respectively. OS in relation to SUVmax values is detailed in Figure 1.

TABLE 1.

Baseline characteristics of patients in relation to SUVmax values

SUVmax >14 group SUVmax <14 group p


n % n %
Age 61 (38–76) 62 (44–82) 0.71
Gender
 Female 7 8 15 17 0.07
 Male 81 92 72 83
Histological variant 0.003
 Adenocarcinoma 16 18 35 22
 Squamous cell 56 64 45 46
 NOS 16 18 7 32
Substage 0.18
 IIIA 39 44 48 55
 IIIB 49 56 39 45
ECOG PS 0.43
 0 46 52 38 44
 1 33 38 41 47
 2 9 10 8 9
RT dose (median) 60 Gy 60 Gy
Concomitant CT 0.87
 Carboplatin+paclitaxel 36 41 33 38
 Cisplatin+docetaxel 32 36 35 40
 Cisplatin+etoposide 20 23 19 22

ECOG PS: Eastern Cooperative Oncology Group, performance status; CT: Chemotherapy.

FIGURE 1.

FIGURE 1

Overall survival rate of patients in relation to SUVmax values.

The median PFS was 16 months in SUVmax <14 and 11 months in SUVmax ≥14 group (p=0.033). Three-year and five-year survival rates were 20.7% and 15.8% versus 15.9% and 9% in SUVmax <14 and SUVmax ≥14 group, respectively. The PFS according to SUVmax levels is shown in Figure 2.

FIGURE 2.

FIGURE 2

Progression-free survival time of patients according to SUVmax values.

In univariate analysis, age (p=0.028) was the only statistically significant prognostic parameter for OS. Gender (p=0.67), substages IIIA or IIIB (p=0.10), histological variant (p=0.83), concurrent chemotherapy regimen (p=0.08), and performance status (p=0.66) were not found to be related with OS. Multivariate analysis revealed that both PET-CT SUVmax (HR: 1.04, 95% CI: 1.02–1.06; p<0.001) and age (HR: 1.02, 95% CI: 1.00–1.04; p=0.016) were independent significant predictors for OS.

DISCUSSION

Patients with primary tumors characterized by high pretreatment uptake of 18F-FDG on PET have been shown to have poor survival outcome. Carcinomas of lung, head and neck, nasopharynx, pancreas, esophagus, and cervix are the most studied examples. In this study, we explored the specific subgroup of NSCLC, stage III disease, where the combination of RT and chemotherapy seemed more effective than either treatment alone but nevertheless inadequate for cure in the majority.

Patients with stage III NSCLC treated with combined chemoradiotherapy are at varying risks of developing either resistant or recurrent disease. Some clinical features are useful to stratify patients into groups that are more or less likely to relapse. Individuals who had an ECOG PS of 2–4 at diagnosis, were old, and male in gender were more likely to have a poor prognosis [15]. Tumor burden is also independently associated with worse outcome. In addition to anatomically defined tumor burden, metabolic tumor burden, measured as SUVmax, metabolic tumor volume (MTV), and total lesion glycolysis (TLG) acquired from PET scan, may have a role of predicting survival outcomes for patients with stage III NSCLC. However, most of the regarding reports to date included few patients with stage III disease [710, 16]. A recent meta-analysis of 36 studies comprising of 5807 patients concluded that high values of SUVmax predicted a higher risk of recurrence or death in patients with surgical NSCLC [7]. The study allowed for the inclusion of only <5% stage IIIB and IV tumors. Another meta-analysis by Na et al. [17] evaluated the relation of pre- and post-RT primary tumor SUVmax with the outcome of patients with NSCLC treated with RT. Patients with high levels of both pre- and post-RT SUVmax seemed to have poorer outcome in terms of OS and local control. Although the meta-analysis comprised of studies including patients with stage III NSCLC, the authors reported as a potential weakness that most of the data were derived from patients with stage I NSCLC. Additionally, as the relevant patients with stage III NSCLC were treated with only RT, most of them might have had more limited disease or comorbidity precluding the chemotherapy utilization. However, our study involves patients all of whom were treated with combination of chemotherapy and RT, and to our knowledge is the first one providing more in-depth research exclusively into this disease subset receiving concurrent chemoradiotherapy.

Several methods across the studies identify the cutpoint for primary tumor SUVmax, some of which are finding the median SUVmax of the study sample, using receiver-operating characteristic curve analysis, referring to the validation results from another article, and estimating by log-rank test [17]. We used the median SUVmax of the study sample and chose SUVmax ≥14 as defining patients with poor prognosis. Similarly, in their retrospective analysis, Nair et al. [18] reported that SUVmax of 7, the median value, was the cut-off for identifying high-risk disease. Tumors with SUVmax >7 were associated with worse regional recurrence-free and distant metastasis-free survival. However, they collected T1-T2/N0 tumors that were treated with conventional or stereotactic curative RT; this might be the possible explanation of the lower median SUVmax compared to our study. Similarly, Vansteenkiste et al, [19] concluded that cut-off SUV of 7 had the best discriminative value and greater than 7 was correlated with poor survival. But again, they analyzed the follow-up of patients with stage I–IIIB NSCLC, about two-thirds of whom underwent complete resection, demonstrating a more favorable population than those in our study.

Our study has some limitations. First is the possible selection bias due to the retrospective design. The second is that other potential prognostic measures derived from PET scan like MTV and TLG were not collected in this population. The last is the relatively small sample size.

In conclusion, the results of our retrospective study involving patients with stage III NSCLC receiving concurrent chemoradiotherapy suggest that high values of pretreatment SUVmax, an indicator of metabolic tumor burden, predicted a higher risk of death. Shorter PFS was also seen in patients who had high baseline SUVmax levels. The patients with stage III NSCLC should be stratified based on this feature to identify subsets that might benefit from different treatment approaches.

Footnotes

Conflict of Interest: No conflict of interest was declared by the authors.

Financial Disclosure: The authors declared that this study has received no financial support.

Authorship Contributions: Concept – GY, CG; Design – GY, CG; Supervision – MO, OS; Materials – GY, CG, MO; Data collection and/or processing – GY, CG, MO, OS.; Analysis and/or interpretation – GY, MO; Writing – MO, GY; Critical review – GY.

REFERENCES

  • 1.Silvestri GA, Gonzalez AV, Jantz MA, Margolis ML, Gould MK, Tanoue LT, et al. Methods for staging non-small cell lung cancer:Diagnosis and management of lung cancer, 3rded:American College of Chest Physicians evidence-based clinical practice guidelines. Chest. 2013;143:e211S–50S. doi: 10.1378/chest.12-2355. [DOI] [PubMed] [Google Scholar]
  • 2.Pieterman RM, van Putten JW, Meuzelaar JJ, Mooyaart EL, Vaalburg W, Koëter GH, et al. Preoperative staging of non-small-cell lung cancer with positron-emission tomography. N Engl J Med. 2000;343:254–61. doi: 10.1056/NEJM200007273430404. [DOI] [PubMed] [Google Scholar]
  • 3.Fischer B, Lassen U, Mortensen J, Larsen S, Loft A, Bertelsen A, et al. Preoperative staging of lung cancer with combined PET-CT. N Engl J Med. 2009;361:32–9. doi: 10.1056/NEJMoa0900043. [DOI] [PubMed] [Google Scholar]
  • 4.De Wever W, Stroobants S, Coolen J, Verschakelen JA. Integrated PET/CT in the staging of nonsmall cell lung cancer:technical aspects and clinical integration. Eur Respir J. 2009;33:201–12. doi: 10.1183/09031936.00035108. [DOI] [PubMed] [Google Scholar]
  • 5.Dong M, Liu J, Sun X, Xing L. Prognositc significance of SUVmaxon pretreatment 18 F-FDG PET/CT in early-stage non-small cell lung cancer treated with stereotactic body radiotherapy:A meta-analysis. J Med Imaging Radiat Oncol. 2017;61:652–9. doi: 10.1111/1754-9485.12599. [DOI] [PubMed] [Google Scholar]
  • 6.Kocher MR, Sharma A, Garrett-Mayer E, Ravenel JG. Pretreatment 18F-Fluorodeoxyglucose Positron Emission Tomography Standardized Uptake Values and Tumor Size in Medically Inoperable Nonsmall Cell Lung Cancer Is Prognostic of Overall 2-Year Survival After Stereotactic Body Radiation Therapy. J Comput Assist Tomogr. 2018;42:146–50. doi: 10.1097/RCT.0000000000000653. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Liu J, Dong M, Sun X, Li W, Xing L, Yu J. Prognostic Value of 18F-FDG PET/CT in Surgical Non-Small Cell Lung Cancer:A Meta-Analysis. PLoS One. 2016;11 doi: 10.1371/journal.pone.0146195. e0146195. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 8.Konings R, van Gool MH, Bard MP, Zwijnenburg A, Titulaer BM, Aukema TS, et al. Prognostic value of pre-operative glucose-corrected maximum standardized uptake value in patients with non-small cell lung cancer after complete surgical resection and 5-year follow-up. Ann Nucl Med. 2016;30:362–8. doi: 10.1007/s12149-016-1070-2. [DOI] [PubMed] [Google Scholar]
  • 9.Billè A, Okiror L, Skanjeti A, Errico L, Arena V, Penna D, et al. The prognostic significance of maximum standardized uptake value of primary tumor in surgically treated non-small-cell lung cancer patients:analysis of 413 cases. Clin Lung Cancer. 2013;14:149–56. doi: 10.1016/j.cllc.2012.04.007. [DOI] [PubMed] [Google Scholar]
  • 10.Downey RJ, Akhurst T, Gonen M, Vincent A, Bains MS, Larson S, et al. Preoperative F-18 fluorodeoxyglucose-positron emission tomography maximal standardized uptake value predicts survival after lung cancer resection. J Clin Oncol. 2004;22:3255–60. doi: 10.1200/JCO.2004.11.109. [DOI] [PubMed] [Google Scholar]
  • 11.Aupérin A, Le Péchoux C, Rolland E, Curran WJ, Furuse K, Fournel P, et al. Meta-analysis of concomitant versus sequential radiochemotherapy in locally advanced non-small-cell lung cancer. J Clin Oncol. 2010;28:2181–90. doi: 10.1200/JCO.2009.26.2543. [DOI] [PubMed] [Google Scholar]
  • 12.Le Chevalier T, Arriagada R, Quoix E, Ruffie P, Martin M, Tarayre M, et al. Radiotherapy alone versus combined chemotherapy and radiotherapy in nonresectable non-small-cell lung cancer:first analysis of a randomized trial in 353 patients. J Natl Cancer Inst. 1991;83:417–23. doi: 10.1093/jnci/83.6.417. [DOI] [PubMed] [Google Scholar]
  • 13.Dillman RO, Herndon J, Seagren SL, Eaton WL, Jr, Green MR. Improved survival in stage III non-small-cell lung cancer:seven-year follow-up of cancer and leukemia group B (CALGB) 8433 trial. J Natl Cancer Inst. 1996;88:1210–5. doi: 10.1093/jnci/88.17.1210. [DOI] [PubMed] [Google Scholar]
  • 14.Curran WJ, Jr, Paulus R, Langer CJ, Komaki R, Lee JS, Hauser S, 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;103:1452–60. doi: 10.1093/jnci/djr325. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Finkelstein DM, Ettinger DS, Ruckdeschel JC. Long-term survivors in metastatic non-small-cell lung cancer:an Eastern Cooperative Oncology Group Study. J Clin Oncol. 1986;4:702–9. doi: 10.1200/JCO.1986.4.5.702. [DOI] [PubMed] [Google Scholar]
  • 16.Wang XY, Zhao YF, Liu Y, Yang YK, Wu N. Prognostic value of metabolic variables of [18F]FDG PET/CT in surgically resected stage I lung adenocarcinoma. Medicine (Baltimore) 2017;96:e7941. doi: 10.1097/MD.0000000000007941. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Na F, Wang J, Li C, Deng L, Xue J, Lu Y. Primary tumor standardized uptake value measured on F18-Fluorodeoxyglucose positron emission tomography is of prediction value for survival and local control in non-small-cell lung cancer receiving radiotherapy:meta-analysis. J Thorac Oncol. 2014;9:834–42. doi: 10.1097/JTO.0000000000000185. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Nair VJ, MacRae R, Sirisegaram A, Pantarotto JR. Pretreatment [18F]-fluoro-2-deoxy-glucose positron emission tomography maximum standardized uptake value as predictor of distant metastasis in early-stage non-small cell lung cancer treated with definitive radiation therapy:rethinking the role of positron emission tomography in personalizing treatment based on risk status. Int J Radiat Oncol Biol Phys. 2014;88:312–8. doi: 10.1016/j.ijrobp.2013.10.029. [DOI] [PubMed] [Google Scholar]
  • 19.Vansteenkiste JF, Stroobants SG, Dupont PJ, De Leyn PR, Verbeken EK, Deneffe GJ, et al. Prognostic importance of the standardized uptake value on (18)F-fluoro-2-deoxy-glucose-positron emission tomography scan in non-small-cell lung cancer:An analysis of 125 cases. Leuven Lung Cancer Group. J Clin Oncol. 1999;17:3201–6. doi: 10.1200/JCO.1999.17.10.3201. [DOI] [PubMed] [Google Scholar]

Articles from Northern Clinics of Istanbul are provided here courtesy of Istanbul Northern Anatolian Association of Public Hospitals

RESOURCES