Tuberc Respir Dis.  2020 Jan;83(1):61-70. 10.4046/trd.2019.0048.

Circulating Tumor Cell Number Is Associated with Primary Tumor Volume in Patients with Lung Adenocarcinoma

Affiliations
  • 1Department of Internal Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea. drahnjj@gmail.com
  • 2Liquid Biopsy and Precision Medicine Division, Clinomics Inc., Ulsan, Korea. drahnjj@gmail.com
  • 3Department of Radiology, Ulsan University Hospital, Ulsan, Korea.

Abstract

BACKGROUND
Circulating tumor cells (CTCs) are frequently detected in patients with advanced-stage malignant tumors and could act as a predictor of poor prognosis. However, there is a paucity of data on the relationship between CTC number and primary tumor volume in patients with lung cancer. Therefore, our study aimed to evaluate the relationship between CTC number and primary tumor volume in patients with lung adenocarcinoma.
METHODS
We collected blood samples from 21 patients with treatment-naive lung adenocarcinoma and 73 healthy individuals. To count CTCs, we used a CTC enrichment method based on fluid-assisted separation technology. We compared CTC numbers between lung adenocarcinoma patients and healthy individuals using propensity score matching, and performed linear regression analysis to analyze the relationship between CTC number and primary tumor volume in lung adenocarcinoma patients.
RESULTS
CTC positivity was significantly more common in lung adenocarcinoma patients than in healthy individuals (p<0.001). The median primary tumor volume in CTC-negative and CTC-positive patients was 10.0 cm³ and 64.8 cm³, respectively. Multiple linear regression analysis showed that the number of CTCs correlated with primary tumor volume in lung adenocarcinoma patients (β=0.903, p=0.002). Further subgroup analysis showed a correlation between CTC number and primary tumor volume in patients with distant (p=0.024) and extra-thoracic (p=0.033) metastasis (not in patients with distant metastasis).
CONCLUSION
Our study showed that CTC numbers may be associated with primary tumor volume in lung adenocarcinomas patients, especially in those with distant metastasis.

Keyword

Neoplastic Cells, Circulating; Tumor Burden; Adenocarcinoma of Lung

MeSH Terms

Adenocarcinoma*
Humans
Linear Models
Lung Neoplasms
Lung*
Methods
Neoplasm Metastasis
Neoplastic Cells, Circulating*
Prognosis
Propensity Score
Tumor Burden*

Figure

  • Figure 1 Four cases of primary tumor volume measurement using a high-performance workstation. The transverse (left upper, F), coronal (left lower, A), and sagittal (right lower, L) area of the tumor was examined using computed tomography attenuation values. Then, the device automatically reconstructed 3D images of the tumor (right upper, A).

  • Figure 2 Workflow of circulating tumor cell (CTC) enrichment and enumeration (A), and CTC analysis (B) by the BioView Duet Workstation. WBC: white blood cell; PBMC: peripheral blood mononuclear cell.

  • Figure 3 Schematic flow chart of study population selection. CTC: circulating tumor cell; FAST: fluid-assisted separation technology.

  • Figure 4 Receiver operating characteristics curve for the diagnostic performance of circulating tumor cell positivity for lung adenocarcinoma, assessed using the propensity score-matched cohort. AUC: area under the curve.

  • Figure 5 Linear regression model analysis for the association of circulating tumor cell (CTC) number with primary tumor volume. (A) All lung adenocarcinoma patients (n=21) (R2=0.542, β=0.736, p<0.001, CTC=−0.050+0.272×primary tumor volume). (B) Lung adenocarcinoma patients without distant metastasis (n=11) (R2=0.030, β=−0.172, p=0.612, CTC=0.496−0.091×primary tumor volume). (C) Lung adenocarcinoma patients with distant metastasis (n=10) (R2=0.491, β=0.701, p=0.024, CTC=−0.230+0.286×primary tumor volume). (D) Lung adenocarcinoma patients with extra-thoracic metastasis (n=6) (R2=0.719, β=0.848, p=0.033, CTC=−1.558+0.277×primary tumor volume).


Reference

1. Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A. Global cancer statistics, 2012. CA Cancer J Clin. 2015; 65:87–108. PMID: 25651787.
Article
2. Zhou J, Dong F, Cui F, Xu R, Tang X. The role of circulating tumor cells in evaluation of prognosis and treatment response in advanced non-small-cell lung cancer. Cancer Chemother Pharmacol. 2017; 79:825–833. PMID: 28289866.
Article
3. Lortet-Tieulent J, Soerjomataram I, Ferlay J, Rutherford M, Weiderpass E, Bray F. International trends in lung cancer incidence by histological subtype: adenocarcinoma stabilizing in men but still increasing in women. Lung Cancer. 2014; 84:13–22. PMID: 24524818.
Article
4. O'Flaherty L, Wikman H, Pantel K. Biology and clinical significance of circulating tumor cell subpopulations in lung cancer. Transl Lung Cancer Res. 2017; 6:431–443. PMID: 28904887.
5. Yap TA, Lorente D, Omlin A, Olmos D, de Bono JS. Circulating tumor cells: a multifunctional biomarker. Clin Cancer Res. 2014; 20:2553–2568. PMID: 24831278.
Article
6. Han Y, Su C, Liu Z. Methods for detection of circulating cells in non-small cell lung cancer. Front Biosci (Landmark Ed). 2014; 19:896–903. PMID: 24896324.
Article
7. Karachaliou N, Mayo-de-Las-Casas C, Molina-Vila MA, Rosell R. Real-time liquid biopsies become a reality in cancer treatment. Ann Transl Med. 2015; 3:36. PMID: 25815297.
8. Chen Q, Ge F, Cui W, Wang F, Yang Z, Guo Y, et al. Lung cancer circulating tumor cells isolated by the EpCAM-independent enrichment strategy correlate with cytokeratin 19-derived CYFRA21-1 and pathological staging. Clin Chim Acta. 2013; 419:57–61. PMID: 23415723.
Article
9. Tanaka F, Yoneda K, Kondo N, Hashimoto M, Takuwa T, Matsumoto S, et al. Circulating tumor cell as a diagnostic marker in primary lung cancer. Clin Cancer Res. 2009; 15:6980–6986. PMID: 19887487.
Article
10. Krebs MG, Sloane R, Priest L, Lancashire L, Hou JM, Greystoke A, et al. Evaluation and prognostic significance of circulating tumor cells in patients with non-small-cell lung cancer. J Clin Oncol. 2011; 29:1556–1563. PMID: 21422424.
Article
11. Lindsay CR, Faugeroux V, Michiels S, Pailler E, Facchinetti F, Ou D, et al. A prospective examination of circulating tumor cell profiles in non-small-cell lung cancer molecular subgroups. Ann Oncol. 2017; 28:1523–1531. PMID: 28633480.
Article
12. Kim TH, Lim M, Park J, Oh JM, Kim H, Jeong H, et al. FAST: size-selective, clog-free isolation of rare cancer cells from whole blood at a liquid-liquid interface. Anal Chem. 2017; 89:1155–1162. PMID: 27958721.
Article
13. Joffe MM, Rosenbaum PR. Invited commentary: propensity scores. Am J Epidemiol. 1999; 150:327–333. PMID: 10453808.
Article
14. Kim SH, Hong SB, Yun SC, Choi WI, Ahn JJ, Lee YJ, et al. Corticosteroid treatment in critically ill patients with pandemic influenza A/H1N1 2009 infection: analytic strategy using propensity scores. Am J Respir Crit Care Med. 2011; 183:1207–1214. PMID: 21471084.
15. Sonn CH, Cho JH, Kim JW, Kang MS, Lee J, Kim J. Detection of circulating tumor cells in patients with non-small cell lung cancer using a size-based platform. Oncol Lett. 2017; 13:2717–2722. PMID: 28454457.
Article
16. Katoh M, Neumaier M, Nezam R, Izbicki JR, Schumacher U. Correlation of circulating tumor cells with tumor size and metastatic load in a spontaneous lung metastasis model. Anticancer Res. 2004; 24:1421–1425. PMID: 15274304.
17. Delfau-Larue MH, van der Gucht A, Dupuis J, Jais JP, Nel I, Beldi-Ferchiou A, et al. Total metabolic tumor volume, circulating tumor cells, cell-free DNA: distinct prognostic value in follicular lymphoma. Blood Adv. 2018; 2:807–816. PMID: 29636326.
Article
18. Fu L, Zhu Y, Jing W, Guo D, Kong L, Yu J. Incorporation of circulating tumor cells and whole-body metabolic tumor volume of (18)F-FDG PET/CT improves prediction of outcome in IIIB stage small-cell lung cancer. Chin J Cancer Res. 2018; 30:596–604. PMID: 30700928.
Article
19. Lopez-Soto A, Gonzalez S, Smyth MJ, Galluzzi L. Control of metastasis by NK cells. Cancer Cell. 2017; 32:135–154. PMID: 28810142.
Article
20. Peinado H, Zhang H, Matei IR, Costa-Silva B, Hoshino A, Rodrigues G, et al. Pre-metastatic niches: organ-specific homes for metastases. Nat Rev Cancer. 2017; 17:302–317. PMID: 28303905.
Article
21. Hosokawa M, Kenmotsu H, Koh Y, Yoshino T, Yoshikawa T, Naito T, et al. Size-based isolation of circulating tumor cells in lung cancer patients using a microcavity array system. PLoS One. 2013; 8:e67466. PMID: 23840710.
Article
22. Chen X, Zhou F, Li X, Yang G, Zhang L, Ren S, et al. Folate receptor-positive circulating tumor cell detected by LT-PCR-based method as a diagnostic biomarker for non-small-cell lung cancer. J Thorac Oncol. 2015; 10:1163–1171. PMID: 26200270.
Article
23. Wang L, Wu C, Qiao L, Yu W, Guo Q, Zhao M, et al. Clinical significance of folate receptor-positive circulating tumor cells detected by ligand-targeted polymerase chain reaction in lung cancer. J Cancer. 2017; 8:104–110. PMID: 28123603.
Article
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