Circulating Cell-Free DNA Levels Could Predict Oncological Outcomes of Patients Undergoing Esophagectomy for Esophageal Squamous Cell Carcinoma
Abstract
:1. Introduction
2. Results
2.1. Clinical and Pathological Data
2.2. Plasma cfDNA Concentration
2.3. Survival Data
3. Discussion
4. Materials and Methods
4.1. Human Subjects and Clinical Data
4.2. Cell-Free DNA Isolation and Quantification of Circulating DNA Copy Number
4.3. Statistical Analysis
5. Conclusions
Acknowledgments
Author Contributions
Conflicts of Interest
References
- World Health Organization (WHO). Available online: http://globocan.iarc.fr/Pages/fact_sheets_cancer.aspx (accessed on 30 June 2016).
- Howlader, N.; Noone, A.M.; Krapcho, M.; Miller, D.; Bishop, K.; Altekruse, S.F.; Kosary, C.L.; Yu, M.; Ruhl, J.; Tatalovich, Z.; et al. SEER Cancer Statistics Review, 1975–2013; National Cancer Institute: Bethesda, MD, USA, 2016.
- Lightdale, C.J. Esophageal cancer. Am. J. Gastroenterol. 1999, 94, 20–29. [Google Scholar] [CrossRef] [PubMed]
- Faivre, J.; Forman, D.; Esteve, J.; Gatta, G. Survival of patients with oesophageal and gastric cancers in Europe. EUROCARE Working Group. Eur. J. Cancer 1998, 34, 2167–2175. [Google Scholar] [CrossRef]
- Eisenberger, C.F.; Knoefel, W.T.; Peiper, M.; Merkert, P.; Yekebas, E.F.; Scheunemann, P.; Steffani, K.; Stoecklein, N.H.; Hosch, S.B.; Izbicki, J.R. Squamous cell carcinoma of the esophagus can be detected by microsatellite analysis in tumor and serum. Clin. Cancer Res. 2003, 9, 4178–4183. [Google Scholar] [PubMed]
- Akiyama, H.; Tsurumaru, M.; Udagawa, H.; Kajiyama, Y. Esophageal cancer. Curr. Probl. Surg. 1997, 34, 767–834. [Google Scholar] [CrossRef]
- Mandel, P.; Bieth, R. Les acides nucléiques du plasma sanguin chez l‘homme. C R Seances. Soc. Biol. Fil. 1948, 142, 241–243. [Google Scholar] [PubMed]
- Leon, S.A.; Shapiro, B.; Sklaroff, D.M.; Yaros, M.J. Free DNA in the serum of cancer patients and the effect of therapy. Cancer Res. 1977, 37, 646–650. [Google Scholar] [PubMed]
- Anker, P.; Mulcahy, H.; Chen, X.Q.; Stroun, M. Detection of circulating tumour DNA in the blood (plasma/serum) of cancer patients. Cancer Metastasis Rev. 1999, 18, 65–73. [Google Scholar] [CrossRef] [PubMed]
- Jahr, S.; Hentze, H.; Englisch, S.; Hardt, D.; Fackelmayer, F.O.; Hesch, R.D.; Knippers, R. DNA fragments in the blood plasma of cancer patients: Quantitations and evidence for their origin from apoptotic and necrotic cells. Cancer Res. 2001, 61, 1659–1665. [Google Scholar] [PubMed]
- Schwarzenbach, H.; Hoon, D.S.; Pantel, K. Cell-free nucleic acids as biomarkers in cancer patients. Nat. Rev. Cancer 2011, 11, 426–437. [Google Scholar] [CrossRef] [PubMed]
- Elshimali, Y.I.; Khaddour, H.; Sarkissyan, M.; Wu, Y.; Vadgama, J.V. The clinical utilization of circulating cell free DNA (CCFDNA) in blood of cancer patients. Int. J. Mol. Sci. 2013, 14, 18925–18958. [Google Scholar] [CrossRef] [PubMed]
- Yamamoto, K.; Oka, M.; Hayashi, H.; Tangoku, A.; Gondo, T.; Suzuki, T. CYFRA 21-1 as a tumor marker for squamous cell carcinoma of the esophagus. Cancer 1997, 79, 1647–1655. [Google Scholar] [CrossRef]
- Quillien, V.; Raoul, J.L.; Laurent, J.F.; Meunier, B.; Le Prise, E. Comparison of Cyfra 21-1, TPA and SCC tumor markers in esophageal squamous cell carcinoma. Oncol. Rep. 1998, 5, 1561–1565. [Google Scholar] [CrossRef] [PubMed]
- Gormally, E.; Caboux, E.; Vineis, P.; Hainaut, P. Circulating free DNA in plasma or serum as biomarker of carcinogenesis: practical aspects and biological significance. Mutat. Res. 2007, 635, 105–117. [Google Scholar] [CrossRef] [PubMed]
- Goebel, G.; Zitt, M.; Zitt, M.; Muller, H.M. Circulating nucleic acids in plasma or serum (CNAPS) as prognostic and predictive markers in patients with solid neoplasias. Dis. Markers 2005, 21, 105–120. [Google Scholar] [CrossRef] [PubMed]
- Benesova, L.; Belsanova, B.; Suchanek, S.; Kopeckova, M.; Minarikova, P. Mutation-based detection and monitoring of cell-free tumor DNA in peripheral blood of cancer patients. Anal. Biochem. 2013, 433, 227–234. [Google Scholar] [CrossRef] [PubMed]
- Spindler, K.L.G.; Pallisgaard, N.; Andersen, R.F.; Brandslund, I.; Jakobsen, A. Circulating free DNA as biomarker and source for mutation detection in metastatic colorectal cancer. PLoS ONE 2015, 10, e0108247. [Google Scholar] [CrossRef] [PubMed]
- Van der Vaart, M.; Pretorius, P.J. Is the role of circulating DNA as a biomarker of cancer being prematurely overrated? Clin. Biochem. 2010, 43, 26–36. [Google Scholar] [CrossRef] [PubMed]
- Bronkhorst, A.J.; Aucamp, J.; Pretorius, P.J. Cell-free DNA: Preanalytical variables. Clin. Chim. Acta 2015, 450, 243–253. [Google Scholar] [CrossRef] [PubMed]
- Jung, K.; Fleischhacker, K.; Rabien, A. Cell-free DNA in the blood as a solid tumor biomarker-a critical appraisal of the literature. Clin. Chim. Acta 2010, 411, 1611–1624. [Google Scholar] [CrossRef] [PubMed]
- Ocaña, A.; Díez-González, L.; García-Olmo, D.C.; Templeton, A.J.; Vera-Badillo, F.; José Escribano, M.; Serrano-Heras, G.; Corrales-Sánchez, V.; Seruga, B.; Andrés-Pretel, F.; et al. Circulating DNA and survival in solid tumors. Cancer Epidemiol. Biomark. Prev. 2016, 25, 399–406. [Google Scholar] [CrossRef] [PubMed]
- Tomochika, S.; Iizuka, N.; Watanabe, Y.; Tsutsui, M.; Takeda, S.; Yoshino, S.; Ichihara, K.; Oka, M. Increased serum cell-free DNA levels in relation to inflammation are predictive of distant metastasis of esophageal squamous cell carcinoma. Exp. Ther. Med. 2010, 1, 89–92. [Google Scholar] [PubMed]
- Tomita, H.; Ichikawa, D.; Ikoma, D.; Sai, S.; Tani, N.; Ikoma, H.; Fujiwara, H.; Kikuchi, S.; Okamoto, K.; Ochiai, T.; et al. Quantification of circulating plasma DNA fragments as tumor markers in patients with esophageal cancer. Anticancer Res. 2007, 27, 2737–2741. [Google Scholar] [PubMed]
- Banki, F.; Mason, R.J.; Oh, D.; Hagen, J.A.; DeMeester, S.R.; Lipham, J.C.; Tanaka, K.; Danenberg, K.D.; Yacoub, W.N.; Danenberg, P.V.; et al. Plasma DNA as a molecular marker for completeness of resection and recurrent disease in patients with esophageal cancer. Arch. Surg. 2007, 142, 533–539. [Google Scholar] [CrossRef] [PubMed]
- Umetani, N.; Giuliano, A.E.; Hiramatsu, S.H.; Amersi, F.; Nakagawa, T.; Martino, S.; Hoon, D.S. Prediction of breast tumor progression by integrity of free circulating DNA in serum. J. Clin. Oncol. 2006, 24, 4270–4276. [Google Scholar] [CrossRef] [PubMed]
- Huang, Q.; Luo, K.; Chen, C.; Wang, G.; Jin, J.; Kong, M.; Li, B.; Liu, Q.; Li, J.; Rong, T.; et al. Identification and validation of lymphovascular invasion as a prognostic and staging factor in node-negative esophageal squamous cell carcinoma. J. Thorac. Oncol. 2016, 11, 583–592. [Google Scholar] [CrossRef] [PubMed]
- Agostini, M.; Pucciarelli, S.; Enzo, M.V.; del Bianco, P.; Briarava, M.; Bedin, C.; Maretto, I.; Friso, M.L.; Lonardi, S.; Mescoli, C.; et al. Circulating cell-free DNA: A promising marker of pathological tumor response in rectal cancer patients receiving preoperative chemoradiotherapy. Ann. Surg. Oncol. 2011, 18, 2461–2468. [Google Scholar] [CrossRef] [PubMed]
- Rice, T.W.; Blackstone, E.H.; Rusch, V.W. 7th Edition of the AJCC Cancer Staging Manual: Esophagus and esophagogastric junction. Ann. Surg. Oncol. 2010, 17, 1721–1724. [Google Scholar] [CrossRef] [PubMed]
- Spindler, K.L.G.; Pallisgaard, N.; Vogelius, I.; Jakobsen, A. Quantitative cell-free DNA, KRAS, and BRAF mutations in plasma from patients with metastatic colorectal cancer during treatment with cetuximab and irinotecan. Clin. Cancer Res. 2012, 18, 1177–1185. [Google Scholar] [CrossRef] [PubMed]
Variable | Lower cfDNA Levels (n = 40) | Higher cfDNA Levels (n = 41) | p Value | |
---|---|---|---|---|
Age (years) | 0.588 | |||
<60 | 20 (50.0%) | 23 (56.1%) | ||
>60 | 20 (50.0%) | 18 (43.9%) | ||
Gender | 0.315 | |||
male | 33 (82.5%) | 37 (90.2%) | ||
female | 7 (17.5%) | 4 (9.8%) | ||
Smoking | 0.860 | |||
no | 11 (27.5%) | 12 (29.3%) | ||
yes | 29 (72.5%) | 29 (70.7%) | ||
Alcohol drinking | 0.218 | |||
no | 24 (60.0%) | 19 (46.3%) | ||
yes | 16 (40.0%) | 22 (53.7%) | ||
Betel nuts chewing | 0.735 | |||
no | 32 (80.0%) | 34 (82.9%) | ||
yes | 8 (20.0%) | 7 (17.1%) | ||
Tumor location | 0.312 | |||
upper/middle | 25 (62.5%) | 21 (51.2%) | ||
lower | 15 (37.5%) | 20 (48.8%) | ||
Tumor length | 0.229 | |||
<4 cm | 21 (52.5%) | 16 (39.0%) | ||
≥4 cm | 19 (47.5%) | 25 (61.0%) | ||
Differentiation | 0.460 | |||
well | 1 (2.5%) | 3 (7.3%) | ||
moderate | 31 (77.5%) | 31 (75.6%) | ||
poorly | 8 (20.0%) | 7 (17.1%) | ||
Pathological T status | 0.683 | |||
T1–2 | 11 (27.5%) | 13 (31.7%) | ||
T3–4 | 29 (72.5%) | 28 (68.3%) | ||
Pathological N status | 0.224 | |||
N0 | 18 (45.0%) | 13 (31.7%) | ||
N1–3 | 22 (55.0%) | 28 (68.3%) | ||
Pathological stage | 0.099 | |||
I–II | 22 (55.0%) | 15 (36.6%) | ||
III | 18 (45.0%) | 26 (63.4%) | ||
Lymphovascular invasion | 0.033 | |||
no | 27 (67.5%) | 18 (43.9%) | ||
yes | 13 (32.5%) | 23 (56.1%) | ||
Perineural invasion | 0.582 | |||
no | 27 (67.5%) | 30 (73.2%) | ||
yes | 13 (32.5%) | 11 (26.8%) | ||
Post-operative treatment | 0.326 | |||
no | 20 (50.0%) | 16 (39.0%) | ||
yes | 20 (50.0%) | 25 (61.0%) |
Variable | Disease-Free Survival | Overall Survival | |||
---|---|---|---|---|---|
Five-Year Survival Rate (%) | p Value | Five-Year Survival Rate (%) | p Value | ||
cfDNA | 0.013 | 0.164 | |||
low | 48.9 | 43.4 | |||
high | 21.1 | 24.3 | |||
Age (year) | 0.199 | 0.174 | |||
<60 | 39.7 | 39.4 | |||
>60 | 29.5 | 27.1 | |||
Gender | 0.645 | 0.901 | |||
male | 33.6 | 33.3 | |||
female | 40.4 | 36.4 | |||
Smoking | 0.437 | 0.783 | |||
no | 41.1 | 34.8 | |||
yes | 31.8 | 33.9 | |||
Alcohol drinking | 0.814 | 0.297 | |||
no | 38.2 | 32.8 | |||
yes | 32.2 | 35.2 | |||
Betel nuts chewing | 0.614 | 0.589 | |||
no | 36.3 | 34.3 | |||
yes | 31.0 | 20.4 | |||
Tumor location | 0.228 | 0.362 | |||
upper/middle | 44.0 | 40.3 | |||
lower | 23.2 | 25.5 | |||
Tumor length | 0.493 | 0.659 | |||
< 4cm | 37.1 | 38.2 | |||
≥ 4cm | 32.4 | 30.0 | |||
Differentiation | 0.387 | 0.274 | |||
well | 0 | 50.0 | |||
moderate | 39.3 | 36.5 | |||
poorly | 21.4 | 20.0 | |||
Pathological T status | 0.394 | 0.831 | |||
T1–2 | 40.2 | 35.4 | |||
T3–4 | 32.4 | 33.0 | |||
Pathological N status | 0.025 | 0.025 | |||
N0 | 49.5 | 50.4 | |||
N1–3 | 26.4 | 22.9 | |||
Pathological stage | 0.002 | 0.014 | |||
I–II | 51.7 | 49.5 | |||
III | 21.3 | 20.3 | |||
Lymphovascular invasion | 0.004 | 0.359 | |||
no | 47.6 | 39.2 | |||
yes | 20.0 | 26.9 | |||
Perineural invasion | 0.890 | 0.201 | |||
no | 34.9 | 27.9 | |||
yes | 34.4 | 48.4 | |||
Post-operative treatment | 0.523 | 0.111 | |||
no | 29.5 | 25.0 | |||
yes | 38.1 | 40.8 |
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Hsieh, C.-C.; Hsu, H.-S.; Chang, S.-C.; Chen, Y.-J. Circulating Cell-Free DNA Levels Could Predict Oncological Outcomes of Patients Undergoing Esophagectomy for Esophageal Squamous Cell Carcinoma. Int. J. Mol. Sci. 2016, 17, 2131. https://doi.org/10.3390/ijms17122131
Hsieh C-C, Hsu H-S, Chang S-C, Chen Y-J. Circulating Cell-Free DNA Levels Could Predict Oncological Outcomes of Patients Undergoing Esophagectomy for Esophageal Squamous Cell Carcinoma. International Journal of Molecular Sciences. 2016; 17(12):2131. https://doi.org/10.3390/ijms17122131
Chicago/Turabian StyleHsieh, Chih-Cheng, Han-Shui Hsu, Shih-Ching Chang, and Yann-Jang Chen. 2016. "Circulating Cell-Free DNA Levels Could Predict Oncological Outcomes of Patients Undergoing Esophagectomy for Esophageal Squamous Cell Carcinoma" International Journal of Molecular Sciences 17, no. 12: 2131. https://doi.org/10.3390/ijms17122131
APA StyleHsieh, C. -C., Hsu, H. -S., Chang, S. -C., & Chen, Y. -J. (2016). Circulating Cell-Free DNA Levels Could Predict Oncological Outcomes of Patients Undergoing Esophagectomy for Esophageal Squamous Cell Carcinoma. International Journal of Molecular Sciences, 17(12), 2131. https://doi.org/10.3390/ijms17122131