Establishing a Cohort and a Biorepository to Identify Biomarkers for Early Detection of Lung Cancer: The Nashville Lung Cancer Screening Trial Cohort

Dhairya A Lakhani, Sheau-Chiann Chen, Sanja Antic, Anel Muterspaugh, Christine Cook, Nancy Liu, Hina Shujat, Sophie Jouan, Brandon Winston, Kim Fields, Janelle Wenstrup, Sara L Block, Amy Hinton, Alexandra Miller, Sarah Atmajoana, John T Helton, Khushbu Patel, Aneri B Balar, Katrina Brewer, Subodh Nag, Rajbir Singh, Anthony Disher, Luis Huerta, Richard Fremont, Otis Rickman, Heidi Chen, Rosana Eisenberg, Kim L Sandler, Alexis Paulson, Ronald C Walker, Chirayu Shah, Gary T Smith, Bennett Landman, Stephen Deppen, Eric L Grogan, Melinda C Aldrich, Pierre P Massion, Dhairya A Lakhani, Sheau-Chiann Chen, Sanja Antic, Anel Muterspaugh, Christine Cook, Nancy Liu, Hina Shujat, Sophie Jouan, Brandon Winston, Kim Fields, Janelle Wenstrup, Sara L Block, Amy Hinton, Alexandra Miller, Sarah Atmajoana, John T Helton, Khushbu Patel, Aneri B Balar, Katrina Brewer, Subodh Nag, Rajbir Singh, Anthony Disher, Luis Huerta, Richard Fremont, Otis Rickman, Heidi Chen, Rosana Eisenberg, Kim L Sandler, Alexis Paulson, Ronald C Walker, Chirayu Shah, Gary T Smith, Bennett Landman, Stephen Deppen, Eric L Grogan, Melinda C Aldrich, Pierre P Massion

Abstract

Rationale: A prospective longitudinal cohort of individuals at high risk of developing lung cancer was established to build a biorepository of carefully annotated biological specimens and low-dose computed tomography (LDCT) chest images for derivation and validation of candidate biomarkers for early detection of lung cancer.Objectives: The goal of this study is to characterize individuals with high risk for lung cancer, accumulating valuable biospecimens and LDCT chest scans longitudinally over 5 years.Methods: Participants 55-80 years of age with a 5-year estimated risk of developing lung cancer >1.5% were recruited and enrolled from clinics at the Vanderbilt University Medical Center, Veteran Affairs Medical Center, and Meharry Medical Center. Individual demographic characteristics were assessed via questionnaire at baseline. Participants underwent an LDCT scan, spirometry, sputum cytology, and research bronchoscopy at the time of enrollment. Participants will be followed yearly for 5 years. Positive LDCT scans are followed-up according to standard of care. The clinical, imaging, and biospecimen data are collected prospectively and stored in a biorepository. Participants are offered smoking cessation counseling at each study visit.Results: A total of 480 participants were enrolled at study baseline and consented to sharing their data and biospecimens for research. Participants are followed with yearly clinic visits to collect imaging data and biospecimens. To date, a total of 19 cancers (13 adenocarcinomas, four squamous cell carcinomas, one large cell neuroendocrine, and one small-cell lung cancer) have been identified.Conclusions: We established a unique prospective cohort of individuals at high risk for lung cancer, enrolled at three institutions, for whom full clinical data, well-annotated LDCT scans, and biospecimens are being collected longitudinally. This repository will allow for the derivation and independent validation of clinical, imaging, and molecular biomarkers of risk for diagnosis of lung cancer.Clinical trial registered with ClinicalTrials.gov (NCT01475500).

Keywords: biomarkers; biorepository; cancer screening; lung malignancy; pulmonary nodules.

Figures

Figure 1.
Figure 1.
Observational cohort study design. CT = computed tomography.
Figure 2.
Figure 2.
Distribution of Tammemägi 2012 (PLCOm2012) risk assessment models at baseline: violin plot. The score could be calculated for 445 individuals. The figure represents the distribution of PLCOm2012 risk score across these participants with no cancer (n = 426, in blue) and participants with malignant disease (n = 19, in red).

References

    1. Aberle DR, Adams AM, Berg CD, Black WC, Clapp JD, Fagerstrom RM, et al. National Lung Screening Trial Research Team. Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med. 2011;365:395–409.
    1. de Koning HJ, van der Aalst CM, de Jong PA, Scholten ET, Nackaerts K, Heuvelmans MA, et al. Reduced lung-cancer mortality with volume CT screening in a randomized trial. N Engl J Med. 2020;382:503–513.
    1. Kinsinger LS, Atkins D, Provenzale D, Anderson C, Petzel R. Implementation of a new screening recommendation in health care: the Veterans health administration’s approach to lung cancer screening. Ann Intern Med. 2014;161:597–598.
    1. Kinsinger LS, Anderson C, Kim J, Larson M, Chan SH, King HA, et al. Implementation of lung cancer screening in the Veterans health administration. JAMA Intern Med. 2017;177:399–406.
    1. Tammemagi CM, Pinsky PF, Caporaso NE, Kvale PA, Hocking WG, Church TR, et al. Lung cancer risk prediction: prostate, lung, colorectal and ovarian cancer screening trial models and validation. J Natl Cancer Inst. 2011;103:1058–1068.
    1. Tammemägi MC, Katki HA, Hocking WG, Church TR, Caporaso N, Kvale PA, et al. Selection criteria for lung-cancer screening. N Engl J Med. 2013;368:728–736.
    1. Cassidy A, Myles JP, van Tongeren M, Page RD, Liloglou T, Duffy SW, et al. The LLP risk model: an individual risk prediction model for lung cancer. Br J Cancer. 2008;98:270–276.
    1. Aldrich MC, Mercaldo SF, Sandler KL, Blot WJ, Grogan EL, Blume JD. Evaluation of USPSTF lung cancer screening guidelines among African American adult smokers. JAMA Oncol. 2019;5:1318–1324. [Published erratum appears in JAMA Oncol 1:e193296.]
    1. Retrouvey M, Patel Z, Shaves S. US Preventive Services Task Force CT lung cancer screening recommendations: community awareness and perceptions. J Am Coll Radiol. 2015;12:114–115.
    1. Mazzone PJ, Silvestri GA, Patel S, Kanne JP, Kinsinger LS, Wiener RS, et al. Screening for lung cancer: CHEST guideline and expert panel report. Chest. 2018;153:954–985.
    1. van der Aalst CM, Ten Haaf K, de Koning HJ. Lung cancer screening: latest developments and unanswered questions. Lancet Respir Med. 2016;4:749–761.
    1. Ettinger DS, Wood DE, Akerley W, Bazhenova LA, Borghaei H, Camidge DR, et al. NCCN guidelines insights: non-small cell lung cancer, version 4.2016. J Natl Compr Canc Netw. 2016;14:255–264.
    1. Henschke CI, McCauley DI, Yankelevitz DF, Naidich DP, McGuinness G, Miettinen OS, et al. Early lung cancer action project: overall design and findings from baseline screening. Lancet. 1999;354:99–105.
    1. Sobue T, Moriyama N, Kaneko M, Kusumoto M, Kobayashi T, Tsuchiya R, et al. Screening for lung cancer with low-dose helical computed tomography: anti-lung cancer association project. J Clin Oncol. 2002;20:911–920.
    1. Swensen SJ, Jett JR, Hartman TE, Midthun DE, Sloan JA, Sykes AM, et al. Lung cancer screening with CT: mayo clinic experience. Radiology. 2003;226:756–761.
    1. Pastorino U, Bellomi M, Landoni C, De Fiori E, Arnaldi P, Picchio M, et al. Early lung-cancer detection with spiral CT and positron emission tomography in heavy smokers: 2-year results. Lancet. 2003;362:593–597.
    1. Bach PB, Kattan MW, Thornquist MD, Kris MG, Tate RC, Barnett MJ, et al. Variations in lung cancer risk among smokers. J Natl Cancer Inst. 2003;95:470–478.
    1. Jones PW, Quirk FH, Baveystock CM. The St George’s Respiratory Questionnaire. Respir Med. 1991;85:25–31. [Discussion, pp. 33–27.]
    1. Chiles C. Lung cancer screening with low-dose computed tomography. Radiol Clin North Am. 2014;52:27–46.
    1. Hankinson JL, Odencrantz JR, Fedan KB. Spirometric reference values from a sample of the general U.S. population. Am J Respir Crit Care Med. 1999;159:179–187.
    1. American College of Radiology. Lung CT Screening Reporting and Data System (Lung-RADS). Philadelphia, PA: ACR; 2021 [accessed 2021 Mar 4]. Available from: .
    1. Wilson DO, Weissfeld JL, Fuhrman CR, Fisher SN, Balogh P, Landreneau RJ, et al. The Pittsburgh Lung Screening Study (PLuSS): outcomes within 3 years of a first computed tomography scan. Am J Respir Crit Care Med. 2008;178:956–961.
    1. Zhu CS, Huang WY, Pinsky PF, Berg CD, Sherman M, Yu KJ, et al. The Prostate, Lung, Colorectal and Ovarian Cancer (PLCO) screening trial pathology tissue resource. Cancer Epidemiol Biomarkers Prev. 2016;25:1635–1642.
    1. Pastorino U, Silva M, Sestini S, Sabia F, Boeri M, Cantarutti A, et al. Prolonged lung cancer screening reduced 10-year mortality in the MILD trial: new confirmation of lung cancer screening efficacy. Ann Oncol. 2019;30:1162–1169.
    1. Crawford EL, Levin A, Safi F, Lu M, Baugh A, Zhang X, et al. Lung cancer risk test trial: study design, participant baseline characteristics, bronchoscopy safety, and establishment of a biospecimen repository. BMC Pulm Med. 2016;16:16.
    1. Early Detection Research Network. Bethesda, MD: National Cancer Institute; Early detection research network of the National Cancer Institute. 2020 [accessed 2020 Nov 22]. Available from:

Source: PubMed

Подписаться