ORIGINAL RESEARCH article
Trends and characteristics of young non-small cell lung cancer patients in the United States
- 1Medical Oncology Branch, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- 2Office of Surveillance and Biometrics, Devices and Radiological Health, Federal Drug Administration, Silver Spring, MD, USA
- 3Department for Respiratory Diseases, School of Medicine, University Hospital Center Zagreb, University of Zagreb, Zagreb, Croatia
- 4Lombardi Cancer Center, Georgetown University, Washington DC, USA
Background: Although the median age at diagnosis of non-small cell lung cancer (NSCLC) is 70 years, a subset of patients with NSCLC present at a younger age (<40 years). Little is known about the time-trends in incidence of NSCLC in the young, their characteristics and outcomes.
Methods: The surveillance, epidemiology, and end results database was used to extract NSCLC cases from 1978 to 2010. Yearly incidence rates in various age groups, race, site of disease, histology, treatment patterns, and outcomes were assessed. We modeled Kaplan–Meyer survival curves stratified by age of presentation.
Results: Young patients represented 0.6% of incident NSCLC from 1978 to 2010. The incidence of young NSCLC declined significantly during this time-period. Young NSCLCs had a higher proportion of women (51%), Asians or Pacific Islanders (14%), adenocarcinoma histology (59%) and were more likely to present with distant metastases (68%). The young had better all cause and lung cancer-specific survival than the older patients (median survival for localized, regional, and distant disease: not reached, 28, 9 vs. 46, 17, 5 months; p < 0.001 for all groups). Male sex, non-adenocarcinoma histology, and main bronchial primary were independent negative prognostic factors among the young. In contrast to the overall population, black race was a poor prognostic factor among the young.
Conclusion: The incidence of NSCLC in the young decreased from 1978 to 2010. The clinical characteristics of NSCLC in the young, including demographic distribution, treatment, and outcomes are different from those observed in the older patients.
Lung cancer is the most common cause of cancer-related death in the United States and worldwide (1, 2). Despite recent advances in treatment, prognosis of patients with lung cancer remains poor, with 5-year overall survival of approximately 15% (3). Non-small cell lung cancer (NSCLC), which accounts for over 85% of all lung cancer, is often considered a disease of the older population with a median age at diagnosis of about 70 years (3).
However, a significant proportion of new NSCLC patients, ranging between 1 and 10%, are younger than 40 years (4–9). There are several issues, which are particularly relevant to NSCLC in these patients, for example, their distinctive cancer biology, treatment tolerance, adherence, effectiveness, fertility preservation, and early death (10). Despite being an important demographic subgroup, there are limited data on the incidence, time-trends, and clinical characteristics of young patients with lung cancer.
Although there are substantial variability in the age ranges used in past studies, available data suggest that patients younger than 40 have a higher incidence of adenocarcinoma and greater representation of females (5, 7, 11–24). Reports comparing stage at presentation and outcomes of NSCLC in the young to older patients have yielded discordant results (11, 12, 14–16, 18, 20–22, 24).
Only two large population-based studies have studied lung cancer in the young using the surveillance, epidemiology, and end results (SEER) (5, 6). Since the recent report, there have been significant advances in the screening, diagnosis, and management of NSCLC. Additional registries have been included in SEER and the introduction of the normalized localized/regional/distant staging system have made comparison across a longer period more accurate compared with the American Joint Committee on Cancer staging used in prior studies. Furthermore, the population younger than 40 in itself is heterogeneous and previous studies have not explored clinicopathological features and outcomes among the different age groups constituting this larger group. In this study, using the normalized localized/regional/distant staging system, we analyzed the SEER database for NSCLC patients from 1998 to 2010 and evaluated characteristics of patients younger than 40. Using the data from 1975 to 2010, we also describe time-trends in the incidence of NSCLC in this population.
Materials and Methods
SEER*Stat version 8.0.4 was used for all data collection and frequency analysis. For frequency analysis, SEER 18 Register Research Data+ Hurricane Katrina impacted Lousiana Cases, November 2012 sub (2973–2010 varying), released April 2013 were used to evaluate demographic characteristics and treatment received. Patient inclusion criteria are Site recode International Classification of Diseases for Oncology, third Edition 2008 Lung and Bronchus (old code C340–C349), and year of diagnosis 1998–2010, and NSCLC. NSCLC histology was categorized using International Classification of Diseases for Oncology, third Edition histology codes for malignant cases with the following groups: adenocarcinoma (8140, 8141, 8143, 8147, 8250-8255, 8260, 8310, 8430, 8480, 8481, 8490, 8570, 8571, 8572, 8573, 8574), squamous cell carcinoma (8052, 8070–8078), adenosquamous cell carcinoma (8560), large cell carcinoma (8012, 8013), and carcinoma not otherwise specified (NOS) (8010, 8046, 8050, 8051, 8575), undifferentiated (8020). Only malignant behavior, known age, case in research database cases was selected. Statistical homogeneity of the frequency distributions was examined using Chi-squared tests.
For survival time analysis, the same data registry and selection criteria were applied. Five-year survival rate and median survival for each patient subgroup were calculated using SEER STAT and R. 354,513 individual records were collected to generate Kaplan–Meier curves as well as hazard ratio (HR) estimates based on Cox proportional hazard models adjusted for multiple covariates (multivariate analysis) or each single covariates of concern (Univariate analysis). Kaplan–Meier curves were plotted using GraphPad Prism 6.0. Cox model fitting was done using R.
For analysis on the incidence and its trend, we used data from all nine registries covering 1975–2010. The estimated incidence rates were adjusted for patient age. Percentage change, annual percentage change were reported using SEERT STAT based on the method described previously (25) with modification for confidence intervals (CIs). Percentage change was calculated using data collected at 1-year intervals. APC was calculated using weighted least squares. Comparison of the incidence observed from two periods of 1975–1982 and 1983–2010 were reported.
Time-Trends in Incidence of NSCLC in the Young
Figure 1A shows the time-trends in incidence of NSCLC in patients younger than 40 from 1975 to 2010. The incidence of NSCLC decreased in the young during this period: 1.1/100,000 in 1975 vs. 0.4/100, 000 in 2010 in males and 0.9/100,000 in 1975 vs. 0.4/100, 000 in 2010 in females. The annual percentage change in period 1983–2010 was statistically significant. Although NSCLC incidence in older males (over 40 years old) has declined over the same period (164.9/100, 000 in 1975 vs. 121.8/100,000 in 2010), the incidence in older females has increased (44.4/100,000 in 1975 vs. 86/100, 000 in 2010) (Figure 1B).
Figure 1. Time-trends in incidence of NSCLC over time among patients <40 years (A) and ≥40 years (B) over 1975–2010.
Characteristics of NSCLC in the Young
Table 1 shows the characteristics of NSCLC in patients younger than 40 compared with older patients. NSCLC still overwhelmingly remains a disease of older individuals: 99.4% of incident NSCLC in the United States between 1998 and 2010 were in patients older than 40. However, the male-predominant distribution of NSCLC in adults was compromised in the young among whom women had a statistically non-significantly higher incidence of NSCLC than men (51 vs. 49%; p = 0.14). Asians or Pacific Islanders accounted for 14% of young NSCLC whereas they accounted for only 5% among the older population. Although less marked, the frequency of Blacks was higher among those younger than 40 (15 vs. 11%). Adenocarcinoma and squamous cell lung cancer were the most common histologies among the young. The young had a higher frequency of adenocarcinoma (59 vs. 42%) and lower frequency of squamous lung cancers (10 vs. 24%) than the older population. Distant metastases at diagnosis were more common among the young (68 vs. 52%). Upper lobe cancers, which are thought to be associated with cigarette smoking, were less common among the young (44 vs. 50%). Thus, significant differences in frequency were observed in the young compared with older patients in terms of gender, race, histology, distant metastasis, and primary site of NSCLC.
Although age by itself is not a major determinant of treatment for NSCLC, co-morbidities may limit the ability to deliver therapy. SEER does not provide sufficient data to estimate all treatment, but has information on cancer-directed surgeries. For all stages, the young were significantly more likely to undergo surgery than older patients (p = 0.0054 to <0.0001) (data not shown).
To better understand the clinicopathological characteristics of the young, we assessed them in 5-year age increments starting from age 15 (Table 2). Although individual age subgroups had limited number of patients, the results show significant differences in race, histology, stage at diagnosis, and primary site of involvement between the individual age groups.
Outcomes of NSCLC in the Young
Using the standardized localized/regional/distant staging system, stage-for-stage, the young had superior overall survival than the older population. The differences in survival were more marked for localized and regional disease than for distant disease. Median survival of older population with localized disease was 46 months compared with the young for whom median survival was not reached (HR, 1.29; 95% CI 1.39–1.54; p < 0.001) (Figure 2A). Patients younger and older than 40 with regional disease had median survival of 28 and 17 months, respectively (HR, 2.96; 95% CI 2.29–3.82; p < 0.001) (Figure 2B). Median survival of the young and older patients with distant disease was 9 and 5 months, respectively (HR, 1.53; 95% CI 1.36–1.73; p < 0.001) (Figure 2C). The young also had a lower lung cancer-specific death rate than their older counter parts. The 5-year lung cancer specific survival for under 40 vs. over 40 age groups were 91.2 vs. 55.9% for localized, 50.7 vs. 26.7% for regional, 9.7 vs. 4.2% at distant stage (Table 3).
Figure 2. Median survival of patients <40 years and ≥40 years with localized (A), regional (B), and distant (C) NSCLC.
Based on the Cox proportional hazard model adjusted for multiple covariates, the risk of death was higher for those older than 40 (HR, 1.45; 95% CI, 1.39–1.52; p < 0.001). Other independent negative prognostic factors included male sex (HR, 1.16; 95% CI, 1.15–1.17; p < 0.001), non-adenocarcinoma histology, and location of primary tumor in the main bronchus, middle lobe, or upper lobe. Favorable prognostic factors included Asian/Pacific Islander (HR, 0.78; 95% CI, 0.765–0.790; p < 0.001) or Black race (HR 0.98; 95% CI 0.969–0.991; p = 0.0004), localized (HR, 0.38; 95% CI 0.378–0.388; p < 0.001), or regional disease (HR, 0.54; 95% CI 0.536–0.547; p < 0.001), upper lobe primary, surgical resection, and year of diagnosis 2004–2010 compared with 1998–2003.
Among those younger than 40 (Table 4), the risk of death was higher for males compared with females (11 vs. 15 months; HR, 1.174; 95% CI, 1.071–1.285; p < 0.001). As in the overall population, Asian/Pacific Islander race was an independent positive prognostic factor (HR, 0.831; 95% CI 0.727–0.950). In contrast to the overall population, Black race was a poor prognostic factor among the young (HR, 1.22; 95% CI, 1.075–1.384; p < 0.001). Independent negative prognostic factors included non-adenocarcinoma histology and main bronchial primary (HR 1.23; 95% CI, 1.009–1.507). Surgical resection (HR, 0.497; 95% CI, 0.434–0.570) and the year of diagnosis 2004–2010 compared with 1998–2003 (HR, 0.746; 95% CI 0.678–0.821) were other favorable prognostic factors.
Non-small cell lung cancer overwhelmingly remains a disease of the older population. A smaller, but not insignificant proportion of patients with NSCLC are younger than 40. The epidemiology of NSCLC in the young and their clinical characteristics are not well defined. Based on these considerations, we used the SEER database to conduct a large population-based study of NSCLC in the young. Our aims were to evaluate the time-trends in incidence, clinicopathologic characteristics, and prognostic factors of NSCLC in the young.
Young patients represented 0.6% of incident NSCLC from 1978 to 2010. The incidence of young NSCLC declined significantly during this time. Young NSCLCs had a higher proportion of women, Asians or Pacific Islanders, adenocarcinoma histology and were more likely to present with distant metastases at diagnosis than the older population. The young were less likely to have upper lobe cancers.
Although for purposes of observational studies, patients younger than 40 are grouped into one category, we found that this group in itself was heterogeneous in terms of clinical and pathological characteristics. Within the young population, significant differences were observed in the frequency of race, histology, stage at diagnosis, and primary site of involvement. Using the standardized localized/regional/distant staging system, stage-for-stage, the young had better all cause and lung cancer-specific survival than the older population. Multivariate Cox model analyses identified male sex, non-adenocarcinoma histology, and main bronchial primary as independent negative prognostic factors among the young. Additionally, in contrast to the overall population, black race was a poor prognostic factor among the young.
Our results extend upon those from prior population-based registry studies, which showed a higher proportion of women, adenocarcinoma, and metastatic disease in the young (5, 6). As in our study, both prior studies found somewhat modest increases in the overall magnitude of risk of death. In addition to the previous studies, we show a decrease in the incidence of NSCLC from 1975 to 2010 and demonstrate significant differences in age-based subgroups among those younger than 40.
Cancer rates in the young are thought to be a useful indicator to assess the impact of recent cancer control efforts. Using population-based registries with state-specific data, Jemal et al. have demonstrated that lung cancer death rates in young adults aged between 30 and 39 years correlated strongly and inversely with the individual state tobacco control efforts (26). The observed decline in the NSCLC death rates among the young in our study could therefore be attributed in part to the past anti-smoking interventions (27).
Our finding of a comparable incidence of NSCLC among males and females in the young indicates the effect of factors other than cigarette smoking. This is in contrast to older population wherein smoking is the major risk factor for lung cancer. In them, the convergence of relative risks of NSCLC for men and women have been attributable to the convergence of smoking patterns among men and women since 1960s and the aging of birth cohorts with the heaviest lifetime history of smoking (28). Despite a probable early start of smoking in young adults with lung cancer, the development of the disease cannot be fully explained due to smoking alone. Several studies have indicated higher genetic susceptibility among younger patients (29–31), as well as influence of occupational risk factors (32). There are limited data on the genetic basis of lung cancer susceptibility (33). Recent studies have reported that germline mutations in EGFR and HER2 genes can predispose the development of lung cancer (34, 35).
We were unable to clarify the incidence of smoking in the young NSCLC since smoking status is not captured in the SEER database. Nevertheless, a growing body of literature suggests that NSCLC in never-smokers has several distinct clinical, pathological, and molecular characteristics implying that it might be a different disease compared with NSCLC in smokers (36); adenocarcinoma is the most frequent histology in never-smokers and alterations in driver oncogenes such as EGFR, and ALK are more common in tumors from never-smokers compared to smokers.
Although based on a relatively small number of patients, our findings indicate that black race was a poor prognostic factor among the young. Whether this disparity is related to genetic differences in the tumor, pharmacogenomics, or differential access to care will need additional study. Previous studies have suggested that patients with upper lobe tumors tend to have had more exposure to tobacco. In our study, upper lobe cancers were less common among the young, further supporting the notion that genetic susceptibility and other environmental factors may be important risk factors in the pathogenesis of NSCLC in the young (37).
This study provides the most comprehensive analyses to date of a large registry dataset of young NSCLC. We observed significant differences in clinical presentation even among those younger than 40. Further studies are needed to understand the interaction between genetic susceptibility and environmental carcinogens including tobacco in the pathogenesis of NSCLC in the young.
AT, YC, MJ, and GG designed the work. YC and TY performed the data acquisition and analysis. AT, YC, MJ, TY, and GG did the interpretation. AT, YC, and MJ drafted the manuscript. All authors approved the final version of the manuscript.
Conflict of Interest Statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
This research was supported by the Intramural Research Program of the National Institutes of Health.
1. Goldstraw P, Crowley J, Chansky K, Giroux DJ, Groome PA, Rami-Porta R, et al. The IASLC lung cancer staging project: proposals for the revision of the TNM stage groupings in the forthcoming (seventh) edition of the TNM classification of malignant tumours. J Thorac Oncol (2007) 2(8):706–14. doi:10.1097/JTO.0b013e31812f3c1a
3. Howlader NNA, Krapcho M, et al. SEER Cancer Statistics Review, 1975-2010. Bethesda, MD: National Cancer Institute (2013). Available from: http://seer.cancer.gov/csr/1975_2010/
5. Subramanian J, Morgensztern D, Goodgame B, Baggstrom MQ, Gao F, Piccirillo J, et al. Distinctive characteristics of non-small cell lung cancer (NSCLC) in the young: a surveillance, epidemiology, and end results (SEER) analysis. J Thorac Oncol (2010) 5(1):23–8. doi:10.1097/JTO.0b013e3181c41e8d
9. Nugent WC, Edney MT, Hammerness PG, Dain BJ, Maurer LH, Rigas JR. Non-small cell lung cancer at the extremes of age: impact on diagnosis and treatment. Ann Thorac Surg (1997) 63(1):193–7. doi:10.1016/S0003-4975(96)00745-X
13. Mizushima Y, Yokoyama A, Ito M, Manabe H, Hirai T, Minami H, et al. Lung carcinoma in patients age younger than 30 years. Cancer (1999) 85(8):1730–3. doi:10.1002/(SICI)1097-0142(19990415)85:8<1730::AID-CNCR12>3.0.CO;2-G
14. Sekine I, Nishiwaki Y, Yokose T, Nagai K, Suzuki K, Kodama T. Young lung cancer patients in Japan: different characteristics between the sexes. Ann Thorac Surg (1999) 67(5):1451–5. doi:10.1016/S0003-4975(99)00171-X
16. Icard P, Regnard JF, de Napoli S, Rojas-Miranda A, Dartevelle P, Levasseur P. Primary lung cancer in young patients: a study of 82 surgically treated patients. Ann Thorac Surg (1992) 54(1):99–103. doi:10.1016/0003-4975(92)91150-8
19. Mauri D, Pentheroudakis G, Bafaloukos D, Pectasides D, Samantas E, Efstathiou E, et al. Non-small cell lung cancer in the young: a retrospective analysis of diagnosis, management and outcome data. Anticancer Res (2006) 26(4B):3175–81.
23. Hsu CL, Chen KY, Shih JY, Ho CC, Yang CH, Yu CJ, et al. Advanced non-small cell lung cancer in patients aged 45 years or younger: outcomes and prognostic factors. BMC Cancer (2012) 12:241. doi:10.1186/1471-2407-12-241
26. Jemal A, Cokkinides VE, Shafey O, Thun MJ. Lung cancer trends in young adults: an early indicator of progress in tobacco control (United States). Cancer Causes Control (2003) 14(6):579–85. doi:10.1023/A:1024891201329
28. Thun MJ, Carter BD, Feskanich D, Freedman ND, Prentice R, Lopez AD, et al. 50-year trends in smoking-related mortality in the United States. N Engl J Med (2013) 368(4):351–64. doi:10.1056/NEJMsa1211127
29. Jin XM, Wu XF, Roth JA, Amos CI, King TM, Branch C, et al. Higher lung-cancer risk for younger African-Americans with the Pro/Pro P53 genotype. Carcinogenesis (1995) 16(9):2205–8. doi:10.1093/carcin/16.9.2205
30. Kashii T, Mizushima Y, Lima CE, Noto H, Sato H, Saito H, et al. Studies on clinicopathological features of lung cancer patients with K-ras/p53 gene alterations: comparison between younger and older groups. Oncology (1995) 52(3):219–25. doi:10.1159/000227461
31. Sekine I, Yokose T, Ogura T, Suzuki K, Nagai K, Kodama T, et al. Microsatellite instability in lung cancer patients 40 years of age or younger. Jpn J Cancer Res (1997) 88(6):559–63. doi:10.1111/j.1349-7006.1997.tb00419.x
32. Kreuzer M, Pohlabeln H, Ahrens W, Kreienbrock L, Bruske-Hohlfeld I, Jockel KH, et al. Occupational risk factors for lung cancer among young men. Scand J Work Environ Health (1999) 25(5):422–9. doi:10.5271/sjweh.455
34. Yamamoto H, Higasa K, Sakaguchi M, Shien K, Soh J, Ichimura K, et al. Novel germline mutation in the transmembrane domain of HER2 in familial lung adenocarcinomas. J Natl Cancer Inst (2014) 106(1):djt338. doi:10.1093/jnci/djt338
35. Thomas A, Xi L, Carter CA, Rajan A, Khozin S, Szabo E, et al. Concurrent molecular alterations in tumors with germ line epidermal growth factor receptor T790M mutations. Clin Lung Cancer (2013) 14(4):452–6. doi:10.1016/j.cllc.2013.01.005
Keywords: non-small cell lung cancer, SEER, young, population-based studies, disparities
Citation: Thomas A, Chen Y, Yu T, Jakopovic M and Giaccone G (2015) Trends and characteristics of young non-small cell lung cancer patients in the United States. Front. Oncol. 5:113. doi: 10.3389/fonc.2015.00113
Received: 06 February 2015; Accepted: 03 May 2015;
Published: 26 May 2015
Edited by:Barbara Jennifer Gitlitz, University of Southern California Keck School of Medicine, USA
Reviewed by:Rabab Mohamed Gaafar, Cairo University, Egypt
Lorenzo Spaggiari, European Institute of Oncology, Italy
Jonathan Goldman, University of California Los Angeles, USA
Copyright: © 2015 Thomas, Chen, Yu, Jakopovic and Giaccone. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Giuseppe Giaccone, Lombardi Cancer Center, Georgetown University, Research Building Room W503, 3970 Reservoir Road NW, Washington, DC 20057, USA, firstname.lastname@example.org
†Anish Thomas and Yuanbin Chen have contributed equally to this work.