Skip to main content
Top
Published in: Journal of Translational Medicine 1/2018

Open Access 01-12-2018 | Research

Observational study of coagulation activation in early breast cancer: development of a prognostic model based on data from the real world setting

Authors: Chiara Mandoj, Laura Pizzuti, Domenico Sergi, Isabella Sperduti, Marco Mazzotta, Luigi Di Lauro, Antonella Amodio, Silvia Carpano, Anna Di Benedetto, Claudio Botti, Francesca Ferranti, Anna Antenucci, Maria Gabriella D’Alessandro, Paolo Marchetti, Silverio Tomao, Giuseppe Sanguineti, Antonio Giordano, Marcello Maugeri-Saccà, Gennaro Ciliberto, Laura Conti, Patrizia Vici, Maddalena Barba

Published in: Journal of Translational Medicine | Issue 1/2018

Login to get access

Abstract

Background

Cancer and coagulation activation are tightly related. The extent to which factors related to both these pathologic conditions concur to patient prognosis intensely animates the inherent research areas. The study herein presented aimed to the development of a tool for the assessment and stratification of risk of death and disease recurrence in early breast cancer.

Methods

Between 2008 and 2010, two hundreds thirty-five (N: 235) patients diagnosed with stage I–IIA breast cancer were included. Data on patient demographics and clinic-pathologic features were collected in course of face-to-face interviews or actively retrieved from clinical charts. Plasma levels of plasminogen activator inhibitor type 1 (PAI-1), fragment 1 + 2 (F1 + 2), thrombin antithrombin complex (TAT), factor VIII (FVIII), and D-dimer (DD) were measured at breast cancer diagnosis and prior to any therapeutic procedure, including breast surgery. The risk of death was computed in terms of overall survival (OS), which was the primary outcome. For a subset of patients (N = 62), disease free survival (DFS) was also assessed as a measure of risk of disease recurrence.

Results

Median follow up was 95 months (range 6–112 months). Mean age at diagnosis was 60.3 ± 13.4 years. Cancer cases were more commonly intraductal carcinomas (N: 204; 86.8%), pT1 (131; 55.7%), pN0 (141; 60%) and G2 (126; 53.6%). Elevated levels of PAI-1 (113; 48.1%) represented the most frequent coagulation abnormality, followed by higher levels of F1 + 2 (97; 41.3%), DD (63; 27.0%), TAT (34; 40%), and FVIII (29; 12.3%). In univariate models of OS, age, pT, DD, FVIII were prognostically relevant. In multivariate models of OS, age (p = 0.043), pT (p = 0.001), levels of DD (p = 0.029) and FVIII (p = 0.087) were confirmed. In the smaller subgroup of 62 patients, lymph node involvement, percent expression of estrogen receptors and levels of FVIII impacted DFS significantly.

Conclusions

We developed a risk assessment tool for OS including patient- and cancer-related features along with biomarkers of coagulation activation in a cohort of early BC patients. Further studies are warranted to validate our prognostic model in the early setting and eventually extend its application to risk evaluation in the advanced setting for breast and other cancers.
Appendix
Available only for authorised users
Literature
1.
go back to reference Wun T, White RH. Venous thromboembolism (VTE) in patients with cancer: epidemiology and risk factors. Cancer Invest. 2009;27(Suppl 1):63–74.CrossRefPubMed Wun T, White RH. Venous thromboembolism (VTE) in patients with cancer: epidemiology and risk factors. Cancer Invest. 2009;27(Suppl 1):63–74.CrossRefPubMed
2.
go back to reference Lauw MN, van Doormaal FF, Middeldorp S, Buller HR. Cancer and venous thrombosis: current comprehensions and future perspectives. Semin Thromb Hemost. 2013;39:507–14.CrossRefPubMed Lauw MN, van Doormaal FF, Middeldorp S, Buller HR. Cancer and venous thrombosis: current comprehensions and future perspectives. Semin Thromb Hemost. 2013;39:507–14.CrossRefPubMed
3.
go back to reference Chew HK, Wun T, Harvey D, Zhou H, White RH. Incidence of venous thromboembolism and its effect on survival among patients with common cancers. Arch Intern Med. 2006;166:458–64.CrossRefPubMed Chew HK, Wun T, Harvey D, Zhou H, White RH. Incidence of venous thromboembolism and its effect on survival among patients with common cancers. Arch Intern Med. 2006;166:458–64.CrossRefPubMed
4.
go back to reference Blom JW, Vanderschoot JP, Oostindiër MJ, Osanto S, van der Meer FJ, Rosendaal FR. Incidence of venous thrombosis in a large cohort of 66,329 cancer patients: results of a record linkage study. J Thromb Haemost. 2006;4:529–35.CrossRefPubMed Blom JW, Vanderschoot JP, Oostindiër MJ, Osanto S, van der Meer FJ, Rosendaal FR. Incidence of venous thrombosis in a large cohort of 66,329 cancer patients: results of a record linkage study. J Thromb Haemost. 2006;4:529–35.CrossRefPubMed
6.
go back to reference Chew HK, Wun T, Harve DJ, Zhou H, White RH. Incidence of venous thromboembolism and the impact on survival in breast cancer patients. J Clin Oncol. 2007;25:70–6.CrossRefPubMed Chew HK, Wun T, Harve DJ, Zhou H, White RH. Incidence of venous thromboembolism and the impact on survival in breast cancer patients. J Clin Oncol. 2007;25:70–6.CrossRefPubMed
7.
go back to reference Alexander M, Kirsa S, Wolfe R, MacManus M, Ball D, Solomon B, et al. Thromboembolism in lung cancer—an area of urgent unmet need. Lung Cancer. 2014;84:275–80.CrossRefPubMed Alexander M, Kirsa S, Wolfe R, MacManus M, Ball D, Solomon B, et al. Thromboembolism in lung cancer—an area of urgent unmet need. Lung Cancer. 2014;84:275–80.CrossRefPubMed
8.
go back to reference Altiay G, Ciftci A, Demir M, Kocak Z, Sut N, Tabakoglu E, et al. High plasma D-dimer level is associated with decreased survival in patients with lung cancer. Clin Oncol (R Coll Radiol). 2007;19:494–8.CrossRef Altiay G, Ciftci A, Demir M, Kocak Z, Sut N, Tabakoglu E, et al. High plasma D-dimer level is associated with decreased survival in patients with lung cancer. Clin Oncol (R Coll Radiol). 2007;19:494–8.CrossRef
9.
go back to reference Oya M, Akiyama Y, Okuyama T, Ishikawa H. High preoperative plasma D-dimer level is associated with advanced tumor stage and short survival after curative resection in patients with colorectal cancer. Jpn J Clin Oncol. 2001;31:388–94.CrossRefPubMed Oya M, Akiyama Y, Okuyama T, Ishikawa H. High preoperative plasma D-dimer level is associated with advanced tumor stage and short survival after curative resection in patients with colorectal cancer. Jpn J Clin Oncol. 2001;31:388–94.CrossRefPubMed
10.
go back to reference Sakurai M, Satoh T, Matsumoto K, Michikami H, Nakamura Y, Nakao S, et al. High pretreatment plasma D-dimer levels are associated with poor prognosis in patients with ovarian cancer independently of venous thromboembolism and tumor extension. Int J Gynecol Cancer. 2015;25:593–8.CrossRefPubMedPubMedCentral Sakurai M, Satoh T, Matsumoto K, Michikami H, Nakamura Y, Nakao S, et al. High pretreatment plasma D-dimer levels are associated with poor prognosis in patients with ovarian cancer independently of venous thromboembolism and tumor extension. Int J Gynecol Cancer. 2015;25:593–8.CrossRefPubMedPubMedCentral
12.
go back to reference Dirix LY, Salgado R, Weytjens R, Colpaert C, Benoy I, Huget P, et al. Plasma fibrin D-dimer levels correlate with tumour volume, progression rate and survival in patients with metastatic breast cancer. Br J Cancer. 2002;86:389–95.CrossRefPubMedPubMedCentral Dirix LY, Salgado R, Weytjens R, Colpaert C, Benoy I, Huget P, et al. Plasma fibrin D-dimer levels correlate with tumour volume, progression rate and survival in patients with metastatic breast cancer. Br J Cancer. 2002;86:389–95.CrossRefPubMedPubMedCentral
13.
go back to reference Mego M, Zuo Z, Gao H, Cohen EN, Giordano A, Tin S, et al. Circulating tumour cells are associated with increased risk of thromboembolism in metastatic breast cancer patients. Br J Cancer. 2009;101:1813–6.CrossRefPubMedPubMedCentral Mego M, Zuo Z, Gao H, Cohen EN, Giordano A, Tin S, et al. Circulating tumour cells are associated with increased risk of thromboembolism in metastatic breast cancer patients. Br J Cancer. 2009;101:1813–6.CrossRefPubMedPubMedCentral
14.
go back to reference Tinholt M, Viken MK, Dahm AE, Vollan HK, Sahlberg KK, Garred O, et al. Increased coagulation activity and genetic polymorphisms in the F5, F10 and EPCR genes are associated with breast cancer: a case–control study. BMC Cancer. 2014;14:845.CrossRefPubMedPubMedCentral Tinholt M, Viken MK, Dahm AE, Vollan HK, Sahlberg KK, Garred O, et al. Increased coagulation activity and genetic polymorphisms in the F5, F10 and EPCR genes are associated with breast cancer: a case–control study. BMC Cancer. 2014;14:845.CrossRefPubMedPubMedCentral
16.
go back to reference Yigit E, Gönüllü G, Yücel I, Turgut M, Erdem D, Cakar B. Relation between hemostatic parameters and prognostic/predictive factors in breast cancer. Eur J Intern Med. 2008;19:602–7.CrossRefPubMed Yigit E, Gönüllü G, Yücel I, Turgut M, Erdem D, Cakar B. Relation between hemostatic parameters and prognostic/predictive factors in breast cancer. Eur J Intern Med. 2008;19:602–7.CrossRefPubMed
17.
go back to reference McShane LM, Altman DG, Sauerbrei W, Taube SE, Gion M, Clark GM, et al. REporting recommendations for tumour MARKer prognostic studies (REMARK). Br J Cancer. 2005;93:387–91 (PMCID: PMC2361579).CrossRefPubMedPubMedCentral McShane LM, Altman DG, Sauerbrei W, Taube SE, Gion M, Clark GM, et al. REporting recommendations for tumour MARKer prognostic studies (REMARK). Br J Cancer. 2005;93:387–91 (PMCID: PMC2361579).CrossRefPubMedPubMedCentral
18.
go back to reference Bria E, Milella M, Sperduti I, Alessandrini G, Visca P, Corzani F, et al. A novel clinical prognostic score incorporating the number of resecate lymph-nodes to predict recurrence and survival in non-small cell lung cancer. Lung Cancer. 2009;66:365–71.CrossRefPubMed Bria E, Milella M, Sperduti I, Alessandrini G, Visca P, Corzani F, et al. A novel clinical prognostic score incorporating the number of resecate lymph-nodes to predict recurrence and survival in non-small cell lung cancer. Lung Cancer. 2009;66:365–71.CrossRefPubMed
19.
go back to reference Hothorn Torsten, Lausen Berthold. On the exact distribution of maximally selected rank statistics. Comput Stat Data Anal. 2003;43:121–37 (PMID:22729950).CrossRef Hothorn Torsten, Lausen Berthold. On the exact distribution of maximally selected rank statistics. Comput Stat Data Anal. 2003;43:121–37 (PMID:22729950).CrossRef
21.
go back to reference Kim HK, Ham JS, Byeon S, Yoo KH, Jung KS, Song HN, et al. Clinicopathologic features and long-term outcomes of elderly breast cancer patients: experiences at a single institution in Korea. Cancer Res Treat. 2016;48:1382–8.CrossRefPubMedPubMedCentral Kim HK, Ham JS, Byeon S, Yoo KH, Jung KS, Song HN, et al. Clinicopathologic features and long-term outcomes of elderly breast cancer patients: experiences at a single institution in Korea. Cancer Res Treat. 2016;48:1382–8.CrossRefPubMedPubMedCentral
25.
go back to reference Wilson CJ, Cohen HJ, Pieper CF. Cross-linked fibrin degradation products (D-Dimer), plasma cytokines, and cognitive decline in community-dwelling elderly persons. J Am Geriatr Soc. 2003;51:1374–81.CrossRefPubMed Wilson CJ, Cohen HJ, Pieper CF. Cross-linked fibrin degradation products (D-Dimer), plasma cytokines, and cognitive decline in community-dwelling elderly persons. J Am Geriatr Soc. 2003;51:1374–81.CrossRefPubMed
26.
go back to reference Walston J, McBurnie M, Newman A, Tracy RP, Kop WJ, Hirsch CH, et al. Frailty and activation of the inflammation and coagulation systems with and without clinical comorbidities: results from the Cardiovascular Health Study. Arch Intern Med. 2002;162:2333–41.CrossRefPubMed Walston J, McBurnie M, Newman A, Tracy RP, Kop WJ, Hirsch CH, et al. Frailty and activation of the inflammation and coagulation systems with and without clinical comorbidities: results from the Cardiovascular Health Study. Arch Intern Med. 2002;162:2333–41.CrossRefPubMed
28.
go back to reference Kovar FM, Marsik CL, Joukhadar C, Perkmann T, Haslacher H, Schickbauer T, et al. Coagulation factor VIII levels are associated with long-term survival—interactions with gender in a large hospital-based cohort. Wien Klin Wochenschr. 2010;122:334–40.CrossRefPubMed Kovar FM, Marsik CL, Joukhadar C, Perkmann T, Haslacher H, Schickbauer T, et al. Coagulation factor VIII levels are associated with long-term survival—interactions with gender in a large hospital-based cohort. Wien Klin Wochenschr. 2010;122:334–40.CrossRefPubMed
31.
go back to reference Falanga A, Marchetti M, Russo L. The mechanisms of cancer-associated thrombosis. Thromb Res. 2015;135(Suppl 1):S8–11.CrossRefPubMed Falanga A, Marchetti M, Russo L. The mechanisms of cancer-associated thrombosis. Thromb Res. 2015;135(Suppl 1):S8–11.CrossRefPubMed
35.
go back to reference Lambertini M, Pondé NF, Solinas C, de Azambuja E. Adjuvant trastuzumab: a 10-year overview of its benefit. Exp Rev Anticancer Ther. 2017;17:61–74 (PMID: 27883296).CrossRef Lambertini M, Pondé NF, Solinas C, de Azambuja E. Adjuvant trastuzumab: a 10-year overview of its benefit. Exp Rev Anticancer Ther. 2017;17:61–74 (PMID: 27883296).CrossRef
37.
go back to reference Selli C, Dixon JM, Sims AH. Accurate prediction of response to endocrine therapy in breast cancer patients: current and future biomarkers. Breast Cancer Res. 2016;18:118.CrossRefPubMedPubMedCentral Selli C, Dixon JM, Sims AH. Accurate prediction of response to endocrine therapy in breast cancer patients: current and future biomarkers. Breast Cancer Res. 2016;18:118.CrossRefPubMedPubMedCentral
Metadata
Title
Observational study of coagulation activation in early breast cancer: development of a prognostic model based on data from the real world setting
Authors
Chiara Mandoj
Laura Pizzuti
Domenico Sergi
Isabella Sperduti
Marco Mazzotta
Luigi Di Lauro
Antonella Amodio
Silvia Carpano
Anna Di Benedetto
Claudio Botti
Francesca Ferranti
Anna Antenucci
Maria Gabriella D’Alessandro
Paolo Marchetti
Silverio Tomao
Giuseppe Sanguineti
Antonio Giordano
Marcello Maugeri-Saccà
Gennaro Ciliberto
Laura Conti
Patrizia Vici
Maddalena Barba
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2018
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/s12967-018-1511-x

Other articles of this Issue 1/2018

Journal of Translational Medicine 1/2018 Go to the issue