Skip to main content
Top
Published in: Breast Cancer Research and Treatment 1/2018

01-05-2018 | Clinical trial

Circulating free DNA integrity and concentration as independent prognostic markers in metastatic breast cancer

Authors: Jie Cheng, Tim Holland-Letz, Markus Wallwiener, Harald Surowy, Katarina Cuk, Sarah Schott, Andreas Trumpp, Klaus Pantel, Christof Sohn, Andreas Schneeweiss, Barbara Burwinkel

Published in: Breast Cancer Research and Treatment | Issue 1/2018

Login to get access

Abstract

Purpose

Non-invasive blood-based molecular markers have been investigated for cancer diagnosis and prognosis. Circulating free or cell-free DNA (cfDNA) variables have been shown to be putative markers in breast cancer prognosis.

Methods

Here, we investigated the potential prognostic ability of cfDNA concentration and cfDNA integrity (cfDI) in a study cohort of 268 patients by quantitative PCR. We compared cfDNA concentration and cfDI at baseline and after one cycle of therapy in metastatic breast cancer (MBC) patients.

Results

A significantly increased cfDI (P = 1.21E-7 for ALU and P = 1.87E-3 for LINE1) and decreased cfDNA concentration (P = 1.17E-3 for ALU and P = 1.60E-2 for LINE1) in both repetitive DNA elements after one cycle of therapy was observed. A multiple Cox regression model indicated that cfDI and cfDNA concentration can serve as independent prognostic markers in patients at baseline with HR (95% CI) of 0.70 (0.48–1.01) for ALU cfDI, 0.63 (0.44–0.92) for LINE1 cfDI, 2.44 (1.68–3.53) for ALU cfDNA concentration, and 2.12 (1.47–3.06) for LINE1 cfDNA concentration and after one cycle of therapy with HR (95% CI) of 0.59 (0.42–0.84) for ALU cfDI, 0.51 (0.36–0.74) for LINE1 cfDI, 1.59 (1.31–1.92) for ALU cfDNA concentration, and 1.30 (1.17–1.45) for LINE1 cfDNA concentration, respectively. By comparing integrated prediction error of different models, cfDNA variables were shown to improve the prognostic power of the CTC status.

Conclusions

We hereby show that cfDNA variables, especially in combination with other markers, can serve as attractive prognostic markers for MBC patients at baseline and during the systematic therapy.
Appendix
Available only for authorised users
Literature
2.
5.
go back to reference Walker AJ et al (2016) FDA approval of palbociclib in combination with fulvestrant for the treatment of hormone receptor-positive, HER2-negative metastatic breast cancer. Clin Cancer Res 22:4968CrossRefPubMed Walker AJ et al (2016) FDA approval of palbociclib in combination with fulvestrant for the treatment of hormone receptor-positive, HER2-negative metastatic breast cancer. Clin Cancer Res 22:4968CrossRefPubMed
6.
go back to reference Schwarzenbach H et al (2011) Cell-free nucleic acids as biomarkers in cancer patients. Nat Rev Cancer 11:426–437CrossRefPubMed Schwarzenbach H et al (2011) Cell-free nucleic acids as biomarkers in cancer patients. Nat Rev Cancer 11:426–437CrossRefPubMed
7.
go back to reference Cuk K et al (2013) Circulating microRNAs in plasma as early detection markers for breast cancer. Int J Cancer 132:1602–1612CrossRefPubMed Cuk K et al (2013) Circulating microRNAs in plasma as early detection markers for breast cancer. Int J Cancer 132:1602–1612CrossRefPubMed
8.
go back to reference Madhavan D et al (2013) Cancer diagnosis and prognosis decoded by blood-based circulating microRNA signatures. Front Genet 4:116PubMedPubMedCentral Madhavan D et al (2013) Cancer diagnosis and prognosis decoded by blood-based circulating microRNA signatures. Front Genet 4:116PubMedPubMedCentral
10.
go back to reference Madhavan D et al (2016) Circulating miRNAs with prognostic value in metastatic breast cancer and for early detection of metastasis. Carcinogenesis 37:461–470CrossRefPubMed Madhavan D et al (2016) Circulating miRNAs with prognostic value in metastatic breast cancer and for early detection of metastasis. Carcinogenesis 37:461–470CrossRefPubMed
11.
go back to reference Madhavan D et al (2012) Circulating miRNAs as surrogate markers for circulating tumor cells and prognostic markers in metastatic breast cancer. Clin Cancer Res 18:5972–5982CrossRefPubMed Madhavan D et al (2012) Circulating miRNAs as surrogate markers for circulating tumor cells and prognostic markers in metastatic breast cancer. Clin Cancer Res 18:5972–5982CrossRefPubMed
12.
go back to reference Madhavan D et al (2014) Plasma DNA integrity as a biomarker for primary and metastatic breast cancer and potential marker for early diagnosis. Breast Cancer Res Treat 146:163–174CrossRefPubMed Madhavan D et al (2014) Plasma DNA integrity as a biomarker for primary and metastatic breast cancer and potential marker for early diagnosis. Breast Cancer Res Treat 146:163–174CrossRefPubMed
13.
go back to reference Wallwiener M et al (2014) Serial enumeration of circulating tumor cells predicts treatment response and prognosis in metastatic breast cancer: a prospective study in 393 patients. BMC Cancer 14:512CrossRefPubMedPubMedCentral Wallwiener M et al (2014) Serial enumeration of circulating tumor cells predicts treatment response and prognosis in metastatic breast cancer: a prospective study in 393 patients. BMC Cancer 14:512CrossRefPubMedPubMedCentral
14.
go back to reference Dawson SJ et al (2013) Analysis of circulating tumor DNA to monitor metastatic breast cancer. N Engl J Med 368:1199–1209CrossRefPubMed Dawson SJ et al (2013) Analysis of circulating tumor DNA to monitor metastatic breast cancer. N Engl J Med 368:1199–1209CrossRefPubMed
15.
go back to reference Cheng J et al (2017) Cell-free circulating DNA integrity is an independent predictor of impending breast cancer recurrence. Oncotarget 8:54537PubMedPubMedCentral Cheng J et al (2017) Cell-free circulating DNA integrity is an independent predictor of impending breast cancer recurrence. Oncotarget 8:54537PubMedPubMedCentral
16.
go back to reference Schwarzenbach H et al (2011) Cell-free nucleic acids as biomarkers in cancer patients. Nat Rev Cancer 11:426–437CrossRefPubMed Schwarzenbach H et al (2011) Cell-free nucleic acids as biomarkers in cancer patients. Nat Rev Cancer 11:426–437CrossRefPubMed
18.
go back to reference Hao TB et al (2014) Circulating cell-free DNA in serum as a biomarker for diagnosis and prognostic prediction of colorectal cancer. Br J Cancer 111:1482–1489CrossRefPubMedPubMedCentral Hao TB et al (2014) Circulating cell-free DNA in serum as a biomarker for diagnosis and prognostic prediction of colorectal cancer. Br J Cancer 111:1482–1489CrossRefPubMedPubMedCentral
19.
go back to reference Szpechcinski A et al (2015) Cell-free DNA levels in plasma of patients with non-small-cell lung cancer and inflammatory lung disease. Br J Cancer 113:476–483CrossRefPubMedPubMedCentral Szpechcinski A et al (2015) Cell-free DNA levels in plasma of patients with non-small-cell lung cancer and inflammatory lung disease. Br J Cancer 113:476–483CrossRefPubMedPubMedCentral
20.
go back to reference Huang ZH et al (2006) Quantitative analysis of plasma circulating DNA at diagnosis and during follow-up of breast cancer patients. Cancer Lett 243:64–70CrossRefPubMed Huang ZH et al (2006) Quantitative analysis of plasma circulating DNA at diagnosis and during follow-up of breast cancer patients. Cancer Lett 243:64–70CrossRefPubMed
21.
go back to reference Jiang WW et al (2006) Increased plasma DNA integrity index in head and neck cancer patients. Int J Cancer 119:2673–2676CrossRefPubMed Jiang WW et al (2006) Increased plasma DNA integrity index in head and neck cancer patients. Int J Cancer 119:2673–2676CrossRefPubMed
22.
go back to reference Wang BG et al (2003) Increased plasma DNA integrity in cancer patients. Cancer Res 63:3966–3968PubMed Wang BG et al (2003) Increased plasma DNA integrity in cancer patients. Cancer Res 63:3966–3968PubMed
23.
go back to reference El-Shazly SF et al (2010) Evaluation of serum DNA integrity as a screening and prognostic tool in patients with hepatitis C virus-related hepatocellular carcinoma. Int J Biol Markers 25:79–86CrossRefPubMed El-Shazly SF et al (2010) Evaluation of serum DNA integrity as a screening and prognostic tool in patients with hepatitis C virus-related hepatocellular carcinoma. Int J Biol Markers 25:79–86CrossRefPubMed
24.
go back to reference Stötzer OJ et al (2014) Diagnostic relevance of plasma DNA and DNA integrity for breast cancer. Tumor Biol 35:1183–1191CrossRef Stötzer OJ et al (2014) Diagnostic relevance of plasma DNA and DNA integrity for breast cancer. Tumor Biol 35:1183–1191CrossRef
26.
go back to reference Riethdorf S et al (2007) Detection of circulating tumor cells in peripheral blood of patients with metastatic breast cancer: a validation study of the cell search system. Clin Cancer Res 13:920–928CrossRefPubMed Riethdorf S et al (2007) Detection of circulating tumor cells in peripheral blood of patients with metastatic breast cancer: a validation study of the cell search system. Clin Cancer Res 13:920–928CrossRefPubMed
27.
go back to reference Wallwiener M et al (2015) The impact of HER2 phenotype of circulating tumor cells in metastatic breast cancer: a retrospective study in 107 patients. BMC Cancer 15:403CrossRefPubMedPubMedCentral Wallwiener M et al (2015) The impact of HER2 phenotype of circulating tumor cells in metastatic breast cancer: a retrospective study in 107 patients. BMC Cancer 15:403CrossRefPubMedPubMedCentral
28.
go back to reference Cristofanilli M et al (2005) Circulating tumor cells: a novel prognostic factor for newly diagnosed metastatic breast cancer. J Clin Oncol 23:1420–1430CrossRefPubMed Cristofanilli M et al (2005) Circulating tumor cells: a novel prognostic factor for newly diagnosed metastatic breast cancer. J Clin Oncol 23:1420–1430CrossRefPubMed
29.
go back to reference Leon SA et al (1977) Free DNA in the serum of cancer patients and the effect of therapy. Cancer Res 37:646–650PubMed Leon SA et al (1977) Free DNA in the serum of cancer patients and the effect of therapy. Cancer Res 37:646–650PubMed
30.
go back to reference Deligezer U et al (2008) Effect of adjuvant chemotherapy on integrity of free serum DNA in patients with breast cancer. Ann N Y Acad Sci 1137:175–179CrossRefPubMed Deligezer U et al (2008) Effect of adjuvant chemotherapy on integrity of free serum DNA in patients with breast cancer. Ann N Y Acad Sci 1137:175–179CrossRefPubMed
31.
go back to reference Cheng J et al. (2017) Cell-free circulating DNA Integrity based on peripheral blood as a biomarker for diagnosis of cancer: a systematic review. Cancer Epidemiol Biomark Cheng J et al. (2017) Cell-free circulating DNA Integrity based on peripheral blood as a biomarker for diagnosis of cancer: a systematic review. Cancer Epidemiol Biomark
32.
33.
go back to reference Huang A et al (2016) Plasma circulating cell-free DNA integrity as a promising biomarker for diagnosis and surveillance in patients with hepatocellular carcinoma. J Cancer 7:1798–1803CrossRefPubMedPubMedCentral Huang A et al (2016) Plasma circulating cell-free DNA integrity as a promising biomarker for diagnosis and surveillance in patients with hepatocellular carcinoma. J Cancer 7:1798–1803CrossRefPubMedPubMedCentral
34.
go back to reference Umetani N et al (2006) Prediction of breast tumor progression by integrity of free circulating DNA in serum. J Clin Oncol 24:4270–4276CrossRefPubMed Umetani N et al (2006) Prediction of breast tumor progression by integrity of free circulating DNA in serum. J Clin Oncol 24:4270–4276CrossRefPubMed
35.
go back to reference Jahr S et al (2001) DNA fragments in the blood plasma of cancer patients: quantitations and evidence for their origin from apoptotic and necrotic cells. Cancer Res 61:1659–1665PubMed Jahr S et al (2001) DNA fragments in the blood plasma of cancer patients: quantitations and evidence for their origin from apoptotic and necrotic cells. Cancer Res 61:1659–1665PubMed
36.
38.
39.
go back to reference Atamaniuk J et al (2004) Increased concentrations of cell-free plasma DNA after exhaustive exercise. Clin Chem 50:1668–1670CrossRefPubMed Atamaniuk J et al (2004) Increased concentrations of cell-free plasma DNA after exhaustive exercise. Clin Chem 50:1668–1670CrossRefPubMed
41.
go back to reference Umetani N et al (2006) Prediction of breast tumor progression by integrity of free circulating DNA in serum. J Clin Oncol 24:4270–4276CrossRefPubMed Umetani N et al (2006) Prediction of breast tumor progression by integrity of free circulating DNA in serum. J Clin Oncol 24:4270–4276CrossRefPubMed
42.
go back to reference Chandarlapaty S et al (2016) Prevalence of ESR1 Mutations in Cell-Free DNA and Outcomes in Metastatic Breast Cancer: a secondary analysis of the BOLERO-2 clinical trial. JAMA Oncol 2:1310–1315CrossRefPubMedPubMedCentral Chandarlapaty S et al (2016) Prevalence of ESR1 Mutations in Cell-Free DNA and Outcomes in Metastatic Breast Cancer: a secondary analysis of the BOLERO-2 clinical trial. JAMA Oncol 2:1310–1315CrossRefPubMedPubMedCentral
43.
go back to reference Budd GT et al (2006) Circulating tumor cells versus imaging—predicting overall survival in metastatic breast cancer. Clin Cancer Res 12:6403CrossRefPubMed Budd GT et al (2006) Circulating tumor cells versus imaging—predicting overall survival in metastatic breast cancer. Clin Cancer Res 12:6403CrossRefPubMed
44.
go back to reference Kronek L-P et al (2008) Logical analysis of survival data: prognostic survival models by detecting high-degree interactions in right-censored data. Bioinformatics 24:i248–i253CrossRefPubMed Kronek L-P et al (2008) Logical analysis of survival data: prognostic survival models by detecting high-degree interactions in right-censored data. Bioinformatics 24:i248–i253CrossRefPubMed
45.
go back to reference El Messaoudi S et al (2013) Circulating cell free DNA: preanalytical considerations. Clin Chim Acta 424:222–230CrossRefPubMed El Messaoudi S et al (2013) Circulating cell free DNA: preanalytical considerations. Clin Chim Acta 424:222–230CrossRefPubMed
Metadata
Title
Circulating free DNA integrity and concentration as independent prognostic markers in metastatic breast cancer
Authors
Jie Cheng
Tim Holland-Letz
Markus Wallwiener
Harald Surowy
Katarina Cuk
Sarah Schott
Andreas Trumpp
Klaus Pantel
Christof Sohn
Andreas Schneeweiss
Barbara Burwinkel
Publication date
01-05-2018
Publisher
Springer US
Published in
Breast Cancer Research and Treatment / Issue 1/2018
Print ISSN: 0167-6806
Electronic ISSN: 1573-7217
DOI
https://doi.org/10.1007/s10549-018-4666-5

Other articles of this Issue 1/2018

Breast Cancer Research and Treatment 1/2018 Go to the issue

Rebuttal Letter

Reply to K. Altundag

Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine