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Hu J, Xu D, Zeng H, Chen Y, Zhu X. Preoperative plasma fibrinogen level is a risk factor for the long-term survival of postmenopausal women after surgery for breast cancer. Maturitas 2024; 189:108108. [PMID: 39241485 DOI: 10.1016/j.maturitas.2024.108108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 08/05/2024] [Accepted: 08/27/2024] [Indexed: 09/09/2024]
Abstract
BACKGROUND Studies have indicated an association between fibrinogen levels and the prognosis of breast cancer patients. However, fibrinogen levels are notably susceptible to fluctuations due to the menstrual cycle. This study explored the relationship between preoperative plasma fibrinogen levels and the prognosis of postmenopausal breast cancer women after surgery. METHOD 855 patients with postmenopausal breast cancer were monitored for 10 years. Cox proportional hazards regression models were used to perform univariate and multivariate analyses to identify factors that are of substantial prognostic value. RESULTS The median follow-up was 77 months (51-105 months), and the maximum 142 months. Over the follow-up period, 65 deaths (7.6 %) were recorded. Multivariate Cox regression results show that preoperative plasma fibrinogen level (hazard ratio [HR] =1.615, 95 % confidence interval [CI]: 1.233-2.115) and age (HR = 1.626, 95%CI: 1.250-2.116) were independent risk factors for 10-year overall survival after surgery in postmenopausal breast cancer patients, while endocrine therapy (HR = 0.414, 95%CI: 0.202-0.846) was an independent protective factor. Multivariate Cox regression results also show preoperative plasma fibrinogen level was an independent risk factor for 10-year disease-free survival (HR = 1.398, 95 % CI: 1.137-1.719) and 10-year distant metastasis-free survival (HR = 1.436, 95%CI: 1.153-1.787). CONCLUSION Elevated pretreatment plasma fibrinogen levels are associated with a poorer long-term prognosis in postmenopausal breast cancer patients following surgical treatment.
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Affiliation(s)
- Jinxi Hu
- Department of Oncological Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, No. 150 Ximen Road of Linhai, 317000 Taizhou, Zhejiang Province, People's Republic of China
| | - Dong Xu
- Department of Oncological Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, No. 150 Ximen Road of Linhai, 317000 Taizhou, Zhejiang Province, People's Republic of China
| | - Hanqian Zeng
- Department of Oncological Surgery, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, No. 150 Ximen Road of Linhai, 317000 Taizhou, Zhejiang Province, People's Republic of China
| | - Yijun Chen
- Department of Laboratory Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, No. 150 Ximen Road of Linhai, 317000 Taizhou, Zhejiang Province, People's Republic of China
| | - Xiaoli Zhu
- Department of Laboratory Medicine, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, No. 150 Ximen Road of Linhai, 317000 Taizhou, Zhejiang Province, People's Republic of China.
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Li N, Cao L, Zhao K, Feng Y. Development and validation of a nomogram to predict Chinese breast cancer risk based on clinical serum biomarkers. Biomark Med 2023; 17:273-286. [PMID: 37284737 DOI: 10.2217/bmm-2022-0933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023] Open
Abstract
Background: This study investigated and compared clinical serum biomarkers and developed a diagnostic nomogram for breast cancer. Methods: A total of 1224 breast cancer and 1280 healthy controls were enrolled. Univariate and multivariate analyses were performed to identify factors and a nomogram was developed. Discrimination, accuracy and clinical utility values were evaluated by receiver operating characteristic, Hosmer-Lemeshow, calibration plots, decision curve analysis and clinical impact plots. Results: carcinoembryonic antigen, CA125, CA153, lymphocyte-to-monocyte ratio, platelet-to-lymphocyte ratio, fibrinogen and platelet distributing width were effectively identified to predict breast cancer. The nomogram showed the area under the curve of 0.708 and 0.710 in the training and validation set. Calibration plots, Hosmer-Lemeshow, decision curve analysis and clinical impact plots confirmed great accuracy and clinical utility. Conclusion: We developed and validated a nomogram that is effectively used for risk prediction of Chinese breast cancer.
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Affiliation(s)
- Nan Li
- Department of Laboratory Medicine, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, China
| | - Lingli Cao
- Department of Laboratory Medicine, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, China
- Department of Clinical Medicine, China Medical University, Shenyang, Liaoning Province, 110001, China
| | - Kexin Zhao
- Department of Laboratory Medicine, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, China
| | - Yonghui Feng
- Department of Laboratory Medicine, The First Hospital of China Medical University, Shenyang, Liaoning Province, 110001, China
- National Clinical Research Center for Laboratory Medicine, Shenyang, Liaoning Province, 110001, China
- Laboratory Medicine Innovation Unit, Chinese Academy of Medical Sciences, Shenyang, Liaoning Province, 110001, China
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Li J, Du J, Wang Y, Jia H. A Coagulation-Related Gene-Based Prognostic Model for Invasive Ductal Carcinoma. Front Genet 2021; 12:722992. [PMID: 34621293 PMCID: PMC8490773 DOI: 10.3389/fgene.2021.722992] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 08/20/2021] [Indexed: 12/18/2022] Open
Abstract
Background: Invasive ductal carcinoma (IDC) is the most common type of metastatic breast cancer. Due to the lack of valuable molecular biomarkers, the diagnosis and prognosis of IDC remain a challenge. A large number of studies have confirmed that coagulation is positively correlated with angiogenesis-related factors in metastatic breast cancer. Therefore, the purpose of this study was to construct a COAGULATION-related genes signature for IDC using the bioinformatics approaches. Methods: The 50 hallmark gene sets were obtained from the molecular signature database (MsigDB) to conduct Gene Set Variation Analysis (GSVA). Gene Set Enrichment Analysis (GSEA) was applied to analyze the enrichment of HALLMARK_COAGULATION. The COAGULATION-related genes were extracted from the gene set. Then, Limma Package was used to identify the differentially expressed COAGULATION-related genes (DECGs) between ductal carcinoma in situ (DCIS) and invasive ductal carcinoma (IDC) samples in GSE26340 data set. A total of 740 IDC samples from The Cancer Genome Atlas (TCGA) database were divided into a training set and a validation set (7:3). The univariate and multivariate Cox regression analyses were performed to construct a risk signature, which divided the IDC samples into the high- and low-risk groups. The overall survival (OS) curve and receiver operating characteristic (ROC) curve were drawn in both training set and validation set. Finally, a nomogram was constructed to predict the 1-, 2-, 3-, 4-, and 5-year survival rates of IDC patients. Quantitative real-time fluorescence PCR (qRT-PCR) was performed to verify the expression levels of the prognostic genes. Results: The "HALLMARK_COAGULATION" was significantly activated in IDC. There was a significant difference in the clinicopathological parameters between the DCIS and IDC patients. Twenty-four DECGs were identified, of which five genes (SERPINA1, CAPN2, HMGCS2, MMP7, and PLAT) were screened to construct the prognostic model. The high-risk group showed a significantly lower survival rate than the low-risk group both in the training set and validation set (p=3.5943e-06 and p=0.014243). The risk score was demonstrated to be an independent predictor of IDC prognosis. A nomogram including risk score, pathological_stage, and pathological_N provided a quantitative method to predict the survival probability of 1-, 2-, 3-, 4-, and 5-year in IDC patients. The results of decision curve analysis (DCA) further demonstrated that the nomogram had a high potential for clinical utility. Conclusion: This study established a COAGULATION-related gene signature and showed its prognostic value in IDC through a comprehensive bioinformatics analysis, which may provide a potential new prognostic mean for patients with IDC.
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Affiliation(s)
- Jing Li
- Department of Breast Surgery, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Jiajia Du
- Department of Breast Surgery, First Hospital of Shanxi Medical University, Taiyuan, China
| | - Yanhong Wang
- Department of Microbiology and Immunology, Shanxi Medical University, Taiyuan, China
| | - Hongyan Jia
- Department of Breast Surgery, First Hospital of Shanxi Medical University, Taiyuan, China
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Giaccherini C, Marchetti M, Masci G, Verzeroli C, Russo L, Celio L, Sarmiento R, Gamba S, Tartari CJ, Diani E, Vignoli A, Malighetti P, Spinelli D, Tondini C, Barni S, Giuliani F, Petrelli F, D'Alessio A, Gasparini G, De Braud F, Santoro A, Labianca R, Falanga A. Thrombotic biomarkers for risk prediction of malignant disease recurrence in patients with early stage breast cancer. Haematologica 2019; 105:1704-1711. [PMID: 31558668 PMCID: PMC7271573 DOI: 10.3324/haematol.2019.228981] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Accepted: 09/24/2019] [Indexed: 11/09/2022] Open
Abstract
In cancer patients, hypercoagulability is a common finding. It has been associated with an increased risk of venous thromboembolism, but also to tumor proliferation and progression. In this prospective study of a large cohort of breast cancer patients, we aimed to evaluate whether pre-chemotherapy abnormalities in hemostatic biomarkers levels: (i) are associated with breast cancer-specific clinico-pathological features; and (ii) can predict for disease recurrence. D-dimer, fibrinogen, prothrombin fragment 1+2, and FVIIa/antithrombin levels were measured in 701 early-stage resected breast cancer patients candidate to adjuvant chemotherapy and prospectively enrolled in the HYPERCAN study. Significant prognostic parameters for disease recurrence were identified by Cox regression multivariate analysis and used for generating a risk assessment model. Pre-chemotherapy D-dimer, fibrinogen, and pro-thrombin fragment 1+2 levels were significantly associated with tumor size and lymph node metastasis. After 3.4 years of follow up, 71 patients experienced a recurrence. Cox multivariate analysis identified prothrombin fragment 1+2, tumor size, and Luminal B HER2-negative or triple negative molecular subtypes as independent risk factors for disease recurrence. Based on these variables, we generated a risk assessment model that significantly differentiated patients at low- and high-risk of recurrence (cumulative incidence: 6.2 vs. 20.7%; Hazard Ratio=3.5; P<0.001). Our prospective clinical and laboratory data from the HYPERCAN study were crucial for generating a scoring model for assessing risk of disease recurrence in resected breast cancer patients, candidate to systemic chemotherapy. This finding stimulates future investigations addressing the role of plasma prothrombin fragment 1+2 in the management of breast cancer patients to provide the rationale for new therapeutic strategies. (The HYPERCAN study is registered at clinicaltrials.gov identifier 02622815.)
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Affiliation(s)
- Cinzia Giaccherini
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | - Marina Marchetti
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | | | - Cristina Verzeroli
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | - Laura Russo
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | - Luigi Celio
- Oncology Unit, IRCCS National Cancer Institute, Milan
| | | | - Sara Gamba
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | - Carmen J Tartari
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | - Erika Diani
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | - Alfonso Vignoli
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo
| | - Paolo Malighetti
- Department of Management, Information and Production Engineering, University of Bergamo, Bergamo
| | - Daniele Spinelli
- Department of Management, Information and Production Engineering, University of Bergamo, Bergamo
| | - Carlo Tondini
- Oncology Unit, Hospital Papa Giovanni XXIII, Bergamo
| | - Sandro Barni
- Oncology Unit, Hospital Treviglio-Caravaggio, Treviglio
| | | | | | - Andrea D'Alessio
- Medical Oncology and Internal Medicine, Policlinico San Marco, Zingonia-Bergamo
| | | | | | | | - Roberto Labianca
- Department Oncology Bergamo Province, Hospital Papa Giovanni XXIII, Bergamo
| | - Anna Falanga
- Immunohematology and Transfusion Medicine, Hospital Papa Giovanni XXIII, Bergamo .,University of Milan Bicocca, School of Medicine and Surgery, Milan, Italy
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Kirwan CC, Descamps T, Castle J. Circulating tumour cells and hypercoagulability: a lethal relationship in metastatic breast cancer. Clin Transl Oncol 2019; 22:870-877. [PMID: 31473984 PMCID: PMC7188731 DOI: 10.1007/s12094-019-02197-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 07/28/2019] [Indexed: 12/27/2022]
Abstract
Purpose Circulating tumour cells (CTCs) are a marker of poor prognosis and are associated with increased risk of venous thromboembolism in metastatic breast cancer (MBC). We aimed to determine if the presence of CTCs and plasma markers of hypercoagulability [thrombin–antithrombin III (TAT), fibrinogen and d-dimer] are biomarkers of survival in MBC. Methods/patients In a prospective study of MBC patients, CTC (CellSearch®) enumeration and plasma TAT, fibrinogen and d-dimer measured prior to commencement of treatment for disease progression were correlated to overall survival. Results At study completion, of 50 MBC patients recruited (median age 59 years, range 36–82), 40 patients had died (median survival 417 days, range 58–2141). CTCs (≥ 1/7.5 ml) were identified in 16 patients (median number of cells per 7.5 ml, 3 (range 1–31) and were associated with systemic hypercoagulability (medians TAT: 8.1 vs. 5.2 ng/ml, p = 0.03; fibrinogen: 4.3 vs. 3.1 g/l, p = 0.03; d-dimer: 1327 vs. 683 ng/ml, p = 0.0001). At 1 year, of 16 patients with ≥ 1 CTC, 7 had died (44%), compared to 5 of 26 (19%) patients in the no-CTC group. The presence of ≥ 1 CTC was associated with a trend for reduced overall survival (median 455 days vs. 614 days, p = 0.15). Plasma TAT inversely correlated with survival and was significantly higher in patients dying within 1 year (median 9.8 vs. 5.2 ng/ml, p = 0.004) whilst d-dimer showed a trend for reduced 1-year survival (median 1211 vs. 817 ng/ml, p = 0.06). MBC patients with combined high d-dimer (≥ 895 ng/ml) and CTC positivity (≥ 1/7.5 ml whole peripheral blood) had significantly reduced survival (p = 0.04). Conclusions The correlation between CTCs, hypercoagulability and reduced survival in MBC suggests the coagulation system supports tumour cell metastasis and is, therefore, a potential therapeutic target. Electronic supplementary material The online version of this article (10.1007/s12094-019-02197-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- C C Kirwan
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, School of Medical Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4GJ, UK. .,Wythenshawe Hospital, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Southmoor Road, Wythenshawe, Manchester, M23 9LT, UK.
| | - T Descamps
- Centre for Cancer Biomarker Sciences, Cancer Research UK Manchester Institute, University of Manchester, Alderley Park, Macclesfield, SK10 4TG, UK
| | - J Castle
- Division of Cancer Sciences, Faculty of Biology, Medicine and Health, School of Medical Sciences, Manchester Cancer Research Centre, University of Manchester, Wilmslow Road, Manchester, M20 4GJ, UK
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Panagiotou G, Papakonstantinou E, Vagionas A, Polyzos SA, Mantzoros CS. Serum Levels of Activins, Follistatins, and Growth Factors in Neoplasms of the Breast: A Case-Control Study. J Clin Endocrinol Metab 2019; 104:349-358. [PMID: 30388235 DOI: 10.1210/jc.2018-01581] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2018] [Accepted: 10/29/2018] [Indexed: 12/18/2022]
Abstract
CONTEXT Breast cancer is the most common malignancy in women. Noninvasive biomarkers are needed for its early diagnosis and/or prognosis. OBJECTIVE The aim of this case-control study was the comparison of serum activins, follistatins, and members of the IGF family levels in women with benign vs malignant breast neoplasms vs apparently healthy controls. DESIGN AND PATIENTS Women with breast benign (n = 100) or malignant tumors (n = 145) and disease-free controls (n = 100) were recruited. Women with breast cancer were subsequently subdivided into recently diagnosed/treatment-naive (n = 112) and chemotherapy-treated (n = 33). Anthropometric, demographic, biochemical, and histological data were recorded. SETTING A breast cancer clinic in Thessaloniki, Greece. MAIN OUTCOME MEASURES Serum levels of activin A, activin B, follistatin, follistatin-like (FSTL)-3, total IGF-1, total and intact insulin-like growth factor binding protein (IGFBP)-4 and pregnancy-associated plasma protein-A (PAPP-A) were measured with highly specific ELISA kits. RESULTS In adjusted comparisons, substantial differences in FSTL-3, total and intact IGFBP-4, PAPP-A, and total IGF-1 were observed between groups. In logistic regression analysis, primarily total IGFBP-4 levels were independently associated with the overall presence of breast malignancy. FSTL-3 was the only variable that could distinguish between a benign vs malignant breast mass. In linear regression analysis, FSTL-3 was independently associated with tumor size. CONCLUSIONS We showed that members of the IGF-1/IGFBP-4/PAPP-A axis and FSTL-3 may serve as surrogate markers in breast cancer. Future mechanistic and longitudinal studies and/or clinical trials are needed to explore the efficacy of these molecules as noninvasive biomarkers and their possible therapeutic potential in breast cancer.
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Affiliation(s)
- Grigorios Panagiotou
- Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
- First Department of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Eleni Papakonstantinou
- First Department of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Stergios A Polyzos
- First Department of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Christos S Mantzoros
- Division of Endocrinology, Diabetes and Metabolism, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
- First Department of Pharmacology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece
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