Literature DB >> 27009857

Preoperative serum fibrinogen is an independent prognostic factor in operable esophageal cancer.

Shui-Shen Zhang1,2,3,4, Yi-Yan Lei1, Xiao-Li Cai5, Hong Yang2,3,4, Xin Xia1, Kong-Jia Luo2,3,4, Chun-Hua Su1, Jian-Yong Zou1, Bo Zeng1, Yi Hu2,3,4, Hong-He Luo1.   

Abstract

In order to fully elucidate the association between serum fibrinogen and prognosis of esophageal cancer, we examined serum fibrinogen concentrations in 1512 patients who underwent esophagectomy by the Clauss method. The impact of fibrinogen on overall survival and disease-free survival was analyzed using the Kaplan-Meier method and Cox proportional hazard models. Hyperfibrinogenemia was significantly associated with older age, male gender, smoking, alcohol consumption, weight loss, advanced pathological T stage and lymph node metastasis. Patients with hyperfibrinogenemia exhibited poor OS (HR=1.20, 95%CI: 1.04-1.38, P=0.012) and DFS (HR=1.18, 95%CI: 1.03-1.35, P=0.019). Subgroup analysis further exhibited an significant association between hyperfibrinogenemia and poor OS (P<0.001), DFS (P<0.001) in esophageal squamous cell carcinoma (P<0.001) and early pathological stage (I-II) (P=0.001). Collectively, this study indicates that preoperative serum fibrinogen is an independent prognostic factor for survival in esophageal cancer.

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Keywords:  Chinese cohort; disease free survival; esophageal cancer; overall survival; serum fibrinogen

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Year:  2016        PMID: 27009857      PMCID: PMC5041917          DOI: 10.18632/oncotarget.8171

Source DB:  PubMed          Journal:  Oncotarget        ISSN: 1949-2553


INTRODUCTION

Esophageal cancer is one of the most common cancers in the world, with over 480,000 new cases and 400,000 deaths annually, approximately half of whichoccur in China [1]. Despite advances in surgical techniques and the incorporation of new therapeutic approaches, esophageal cancer is still a highly devastating disease with a poor prognosis [2, 3]. Currently, there is no effective biomarkers available for esophageal cancer management, thus, identifying such biomarkers, including prognostic predictors, is in urgent need. Fibrinogen, a 350-KDa glycoprotein, is synthesized mainly by the liver epithelium [4]. Fibrinogen is recognized as one of several acute phase reactant proteins that are produced during systemic inflammation or tissue injury. After converted to insoluble fibrin by activated thrombin, fibrinogen plays an important role in regulating blood clotting, fibrinolysis, inflammation, wound healing and neoplasia [5]. In cancer, accumulating evidence has demonstrated that serum hyperfibrinogenemia is associated with malignant cell growth, progression and metastasis, such as lung [6], colorectal [7], cervical [8], ovarian [9] and pancreatic cancer [10]. On the other hand, some recent studies indicate that hyperfibrinogenemia is more prevalent in esophageal cancer patients and it contributes to tumor progression, metastasis, poor survival and resistance to chemoradiotherapy [11-13]. However, the significance of serum fibrinogen concentration in operable esophageal cancer patients as a predictor of survival remains understudied. In order to fill this gap, we analyzed a large cohort of Chinese patients to elucidate the potential correlation between serum fibrinogen and prognostic survival.

RESULTS

Patient characteristics by fibrinogen

After excluding patients receiving neoadjuvant or adjuvant therapy or with unknown fibrinogen, 1512 consecutive patients with esophageal cancer were included in the study. The median of serum fibrinogen concentration in all patients was 3.45 g/L (range: 0.30–8.00 g/L). Of the patients,1067 (70.6%) had a normal serum fibrinogen concentration (<4.0 g/L), and 445 (29.4%) had hyperfibrinogenemia (≥4.0 g/L). The baseline characteristics of these patients are summarized in Table 1. Fibrinogen levels were significantly associated with age (P<0.001), gender (P=0.002), smoking status (P=0.001), alcohol consumption (P<0.001) and weight loss (P<0.001). Patients with hyperfibrinogenemia were more likely to be diagnosed with an advanced pathological T stage (P<0.001) and N stage (P<0.001), to have more metastatic lymph nodes (P<0.001) and to have a higher lymph node ratio (P<0.001) than those with normal levels. However, there was no significant association between fibrinogen level and histopathology, surgical procedures, differentiation and tumor location (P>0.05). We examined serum fibrinogen concentrations according to patient characteristics and found similar results (Table 1).
Table 1

Serum fibrinogen level and clinicopathologic characteristics in 1512 patients with esophageal cancer

CharacteristicPatients (%)FibrinogenPFibrinogenP
Overall (n=1512)Normal (<4.0 g/L)High (≥4.0 g/L)Median(mean,5th-95th)
Hp0.3290.403
ESCC1305 (86.3)926 (71.0)379 (29.0)3.46(3.57, 2.25-5.41)
EA164(10.9)115(70.1)49(29.9)3.40(3.57, 2.18-5.53)
Others43(2.8)26 (60.5)17(39.5)3.67(3.89, 2.10-7.16)
Age<0.001<0.001
≤58 years782(51.7590 (75.4)192 (24.6)3.38(3.47, 2.22-5.31)
>58 years730 (48.3)477(65.3)253 (34.6)3.55(3.71, 2.27-5.59)
Gender0.0020.001
Females368(24.3)283 (76.9)85 (23.1)3.30(3.41, 2.25-4.91)
Males1144 (75.7)784(68.5)360(31.5)3.51(3.64, 2.22-5.60)
Smoking0.001<0.001
Never551(36.4)417(75.7)134(24.3)3.29(3.43, 2.15-5.11)
Ever (former + current)961 (63.6)650(67.6)311(32.4)3.53(3.67, 2.27-5.58)
Alcohol<0.001<0.001
Never1062 (69.9)793(70.2)269(29.8)3.36(3. 47, 2.19-5.25)
Ever (former + current)450(30.1)274(60.9)176(39.1)3.71(3.84, 2.36-5.81)
Weight loss<0.001<0.001
No830 (54.9)618 (74.5)212(25.5)3.32 (3.48, 2.18-5.40)
Yes682 (45.1)449 (65.8)233 (34.2)3.60(3.71, 2.32-5.43)
Differentiation0.9740.909
G11015(67.1)716(70.5)299(29.5)3.46(3.59, 2.22-5.44)
G2-3497(32.9)351(70.6)146(29.4)3.44(3.58, 2.26-5.32)
Tumor location0.1320.089
Upper290 (19.2)208(71.7)82(28.3)3.45(3.57, 2.30-5.49)
Middle769(50.9)557(72.4)212(27.6)3.39(3.52, 2.19-5.34)
Lower297(19.6)193(65.0)104(35.0)3.61(3.74, 2.27-5.61)
EGJ156(10.3)109(69.9)47 (20.1)3.43(3.60, 2.21-5.62)
pT category0.003<0.001
T1-2462(30.6)350(75.8)112(24.2)3.20(3.42, 2.10-5.36)
T3-41050(69.4)717(68.3)333(31.7)3.55(3.66, 2.29-5.50)
pN category<0.001<0.001
N0775(51.3)583(75.2)192(24.8)3.35(3.47, 2.20-5.17)
N1-3737(48.7)484(65.7)253(34.3)3.55(3.70, 2.28-5.67)
Surgical procedures0.2220.116
Cervicothoracoabdo-minal286(18.9)202(70.6)84(29.4)3.47(3.58, 2.33-5.28)
Ivor-Lewis206(13.6)135(65.5)71(34.5)3.43(3.56, 2.22-5.41)
Left transthoracic1020(67.5)730(71.6)290(29.4)3.55(3.72, 2.32-5.85)
No. metastatic lymph node( median, IQR)0(0-2)0(0-2)1(0-3)<0.001--
Lymph node ratio, (median, IQR)0.00(0.00-0.18)0.00(0.00-0.15)0.06(0.00-0.25)<0.001--

Abbreviations: Hp, histopathology; ESCC, esophageal squamous cell carcinoma; EA, esophageal adenocarcinoma; EGJ, esophagogastric junction; G, grade; IQR, interquartile range

Bold values are statistically significant (P < 0.05)

Abbreviations: Hp, histopathology; ESCC, esophageal squamous cell carcinoma; EA, esophageal adenocarcinoma; EGJ, esophagogastric junction; G, grade; IQR, interquartile range Bold values are statistically significant (P < 0.05)

Univariate and multivariate analysis

The median times for OS and DFS were 32 months and 26 months, respectively. Univariate survival analysis showed that patients with hyperfibrinogenemia had a significantly poorer OS (53.5 m vs 73.3 m, P<0.001, Table 2, Figure 1A) and DFS (50.0 m vs 68.1 m, P<0.001, Table 2, Figure 1B) than those with normal levels. As shows in Table 2, patients with older age, male gender, advanced pT caterory, lymph node metastasis, poor histologic differentiation, esophagogastric junction tumor location, weight loss, a history of smoking and alcohol consumption were found to have significantly shorter OS and DFS(P<0.05).
Table 2

Univariate survival analysis for overall survival and disease free survival in patients with esophageal cancer

Prognostic factorOverall survivalDisease free survival
Mean(m)HR(95%CI)PMean(m)HR(95%CI)P
Age1.22(1.07-1.40)0.0031.12(0.99-1.27)0.079
≤58 years72.866.1
>58 years60.257.2
Gender0.73(0.60-0.83)<0.0010.75(0.64-0.88)<0.001
Males63.359.1
Females78.071.4
pT category1.85(1.58-2.16)<0.0011.87(1.60-2.17)<0.001
T1-286.783.0
T3-458.152.9
pN category2.70(2.36-3.1)<0.0012.72(2.38-3.11)<0.001
N089.385.1
N1-342.137.0
Differentiation1.53(1.33-1.75)<0.0011.50(1.32-1.71)<0.001
G173.568.7
G2-354.249.4
Tumor location1.10(1.02-1.19)0.0131.10(1.02-1.18)0.012
Upper64.761.1
Middle71.365.7
Lower61.458.0
EGJ41.236.6
Weight loss1.25(1.10-1.43)0.0011.22(1.07-1.39)0.002
No72.367.2
Yes61.256.8
Smoking1.31(1.14-1.51)<0.0011.28(1.11-1.46)<0.001
Never73.868.5
Ever (former + current)62.357.9
Alcohol1.39(1.21-1.60)<0.0011.36(1.19-1.56)<0.001
Never72.467.1
Ever (former + current)54.850.8
Fibrinogen level1.47(1.28-1.69)<0.0011.41(1.23-1.61)<0.001
Normal level73.368.1
Hyperfibrinogenemia53.550.0

Abbreviations: EGJ, esophagogastric junction; G, grade; HR, hazard ratio; 95% CI, 95% confidence interval

Bold values are statistically significant (P < 0.05).

Figure 1

Kaplan-Meier curves of A

Overall survival (OS) subdivided by serum fibrinogen level in patients with esophageal cancer, B. Disease free survival (DFS) subdivided by serum fibrinogen level in patients with esophageal cancer.

Abbreviations: EGJ, esophagogastric junction; G, grade; HR, hazard ratio; 95% CI, 95% confidence interval Bold values are statistically significant (P < 0.05).

Kaplan-Meier curves of A

Overall survival (OS) subdivided by serum fibrinogen level in patients with esophageal cancer, B. Disease free survival (DFS) subdivided by serum fibrinogen level in patients with esophageal cancer. The Cox proportional hazards regression suggested that serum fibrinogen was an independent prognostic factor in operable esophageal cancer (Table 3). In the final multivariate survival analysis with adjustment for covariates, we found that patients with hyperfibrinogenemia had 20% and 18% higher risks of death (HR=1.20, 95%CI: 1.04-1.38, P=0.012) and disease progression (HR=1.18, 95%CI: 1.03-1.35, P=0.020) respectively, than patients with normal levels.
Table 3

Multivariate survival analysis for overall survival and disease free survival in patients with esophageal cancer

Prognostic factorOverall survivalDisease free survival
HR(95%CI)PHR(95%CI)P
Age1.25(1.09-1.43)0.0011.13(0.99-1.28)0.073
Gender0.85(0.72-1.02)0.0730.94(0.76-1.16)0.561
pT category1.45(1.24-1.79)<0.0012.38(2.07-2.74)<0.001
pN category2.33(2.01-2.69)<0.0011.50(1.28-1.75)<0.001
Differentiation1.29(1.12-1.49)<0.0011.27(1.11-1.45)0.001
Tumor location0.95(0.88-1.03)0.1870.96(0.90-1.04)0.310
Weight loss1.13(0.99-1.30)0.0781.08(0.95-1.23)0.245
Smoking1.03(0.84-1.25)0.8071.11(0.96-1.29)0.177
Alcohol1.21(1.04-1.41)0.0121.26(1.10-1.45)0.001
Fibrinogen level1.20(1.04-1.38)0.0121.18(1.03-1.35)0.020

Abbreviations: HR, hazard ratio; 95% CI, 95% confidence interval

Bold values are statistically significant (P < 0.05).

Abbreviations: HR, hazard ratio; 95% CI, 95% confidence interval Bold values are statistically significant (P < 0.05).

Subgroup analysis

Univariate survival analyses stratified by histology, age, gender, smoking status, alcohol consumption, weight loss, and pathological stage were performed. We found that hyperfibrinogenemia was associated with decreased OS and DFS in patients with esophageal squamous cell carcinoma (ESCC) (Figure 2A, 2B), young age, older age, male gender, never-smoking, ever-smoking, never alcohol consumption, weight loss history, no weight loss history and early pathological stage (I-II) (Figure 2C, 2D) (P<0.05, Table 4). Additionally, the association between hyperfibrinogenemia and decreased OS was also observed in patients with adenocarcinoma(P=0.031), female (P=0.025) and advanced pathological stage (P=0.026). However, there was no significant association between serum fibrinogen and DFS in patients with adenocarcinoma, female or advanced pathological stage (III-IV) (P>0.05).
Figure 2

Kaplan-Meier curves of A. Overall survival (OS) subdivided by serum fibrinogen level in patients with esophageal squamous cell carcinoma, B. Disease free survival (DFS) subdivided by serum fibrinogen level in patients with esophageal squamous cell carcinoma, C. Overall survival (OS) subdivided by serum fibrinogen level in esophageal cancer patients with pathological stage I-II, D. Disease free survival (DFS) subdivided by serum fibrinogen level in in esophageal cancer patients with pathological stage I-II.

Table 4

Subgroup analysis by serum fibrinogen for overall survival and disease free survival in patients with esophageal cancer

Prognostic factorOverall survivalDisease free survival
HpMean(m)Median(m)PMean(m)Median(m)P
ESCC<0.001<0.001
Normal level74.648.069.739.0
Hyperfibrinogenemia55.92651.620.0
EA0.0310.106
Normal level66.536.058.924.0
Hyperfibrinogenemia31.725.029.822.0
Others0.7780.912
Normal level45.432.038.618.0
Hyperfibrinogenemia47.223.044.415.0
Age
≤58 years<0.0010.003
Normal level77.153.069.937.0
Hyperfibrinogenemia59.732.055.219.0
>58 years<0.001<0.001
Normal level67.041.064.135.0
Hyperfibrinogenemia46.624.043.521.0
Gender
Females0.0250.055
Normal level82.092.074.954.0
Hyperfibrinogenemia63.735.060.126.0
Males<0.0010.001
Normal level69.540.065.033.0
Hyperfibrinogenemia50.925.047.319.0
Smoking
Never0.0010.003
Normal level78.863.072.845.0
Hyperfibrinogenemia57.429.054.924.0
Ever<0.001<0.001
Normal level68.238.063.631.0
Hyperfibrinogenemia51.424.047.319.0
Alcohol
Never<0.001<0.001
Normal level78.855.073.543.0
Hyperfibrinogenemia53.525.049.120.0
Ever0.6770.961
Normal level56.327.051.422.0
Hyperfibrinogenemia52.729.050.021.0
Weight loss
No<0.001<0.001
Normal level77.250.072.041.0
Hyperfibrinogenemia56.627.051.922.0
Yes0.0010.003
Normal level67.736.062.428.0
Hyperfibrinogenemia49.724.046.720.0
TNM stage
Stage I-II0.0010.001
Normal level92.0140.087.698.0
Hyperfibrinogenemia73.266.069.155.0
Stage III-IV0.0260.123
Normal level42.422.036.817.0
Hyperfibrinogenemia36.017.032.514.0

Abbreviations: Hp, histopathology; ESCC, esophageal squamous cell carcinoma; EA, esophageal adenocarcinoma;

Bold values are statistically significant (P < 0.05)

Kaplan-Meier curves of A. Overall survival (OS) subdivided by serum fibrinogen level in patients with esophageal squamous cell carcinoma, B. Disease free survival (DFS) subdivided by serum fibrinogen level in patients with esophageal squamous cell carcinoma, C. Overall survival (OS) subdivided by serum fibrinogen level in esophageal cancer patients with pathological stage I-II, D. Disease free survival (DFS) subdivided by serum fibrinogen level in in esophageal cancer patients with pathological stage I-II. Abbreviations: Hp, histopathology; ESCC, esophageal squamous cell carcinoma; EA, esophageal adenocarcinoma; Bold values are statistically significant (P < 0.05)

DISCUSSION

Serum hyperfibrinogenemia has been demonstrated to be associated with tumor progression and unfavorable prognosis in multiple types of cancer, such as lung [6], colorectal [7], cervical [8], ovarian [9] and pancreatic cancer [10]. Some recent studies indicated that increased serum fibrinogen level was significantly associated with elevated risk of ESCC and poor disease prognosis [11, 12]. However, relatively small sample sizes and limited tumor subtype of these studies largely compromised the power of statistical analysis and quality of information. In current study, we performed analysis on a large cohort containing 1512 patients with detailed follow-up data, which not only minimized the potential bias and offset the heterogeneity, but also allowed us to collect information from previously unattended aspects. For example, this comprehensive dataset enables us to expand the analysis on another important subtype of esophageal cancer, adenocarcinoma. This is the first report elucidating the significance of serum fibrinogen in predicting the prognosis of patients of adenocarcinoma in addition to ESCC. Our study showed that hyperfibrinogenemia was significantly related to advanced pathological staging and poor prognosis. Multivariate analysis further indicated that serum fibrinogen was an independent prognostic factor in patients with esophageal cancer. We also found that hyperfibrinogenemia was closely associated with older age, male gender, smoking, alcohol consumption, weight loss, advanced pathological T stage and lymph node metastasis. These findings were confirmed by the analysis of serum fibrinogen concentration according to patient characteristics. Moreover, patients with hyperfibrinogenemia had elevated metastatic lymph nodes and enhanced lymph node ratio than those with normal levels. Our results were in agreement with previous studies demonstrating that hyperfibrinogenemia was correlated with the depth of invasion and advanced pathological stages in patients with ESCC [11-13]. Recently, Zhang et al [11] reported that increased serum fibrinogen level was associated with pathological T stage and lymph node metastasis. However, the relationship between serum fibrinogen and smoking was not determined in those researches [11, 12]. In the current study, we are the first to report that hyperfibrinogenemia was associated with alcohol consumption and weight loss which were proven to be independent prognostic factors in esophageal cancer in our previous study [14]. Collectively, these findings suggest that serum fibrinogen levels before treatment could potentially be an effective biomarker for TNM staging predictions as a complement to endosonography and integrated fluorodeoxyglucose positron emission tomography-computed tomography in esophageal cancer. Patients with hyperfibrinogenemia had a decreased OS and DFS compared with those with normal levels. Moreover, multivariate analysis revealed that serum fibrinogen was an independent prognostic biomarker for progression-free and overall survival. Patients with hyperfibrinogenemia had 1.18 times the risk of disease progression and 1.20 times the risk of death of those with normal fibrinogen level. These results are confirmed by previous studies [11-13]. In the study by Zhang et al [11], patients with hyperfibrinogenemia exhibited a 2.54-fold and 1.72-fold increased relative risk of developing distant metastasis and death compared with patients with normal fibrinogen level. More importantly, our multivariate analysis demonstrated that serum fibrinogen level is an independent prognostic indicator of esophageal cancer. Further subgroup analysis found that hyperfibrinogenemia was associated with decreased OS and DFS in patients with esophageal squamous cell carcinoma (ESCC) and early pathological stage (I-II). However, for patients with adenocarcinoma and advanced pathological stage (III-IV), serum fibrinogen was significantly associated with OS but not with DFS. These findings suggested that preoperative serum fibrinogen might serve as a useful biomarker to predict survival in patients with esophageal cancer, especially in those with early stage ESCC. On the other hand, this study might suffer from several limitations. First of all, although large number of populations was included, our study was a retrospective study focusing on Asian population, which may lead to selection bias. Second, information on post-treatment recurrence was insufficient, which might result in loss of information. In the future, more comprehensive and prospective clinical studies as well as laboratory researches are needed to determine the biological function and prognostic role of serum fibrinogen in esophageal cancer.

MATERIALS AND METHODS

Patients

We identified consecutive patients with esophageal cancer who underwent surgical resection at Sun Yat-sen University Cancer Center between December 2000 and December 2008 [14]. All patients were newly confirmed to have esophageal cancer and had not received treatment. Patients were excluded based on the following criteria: history of other cancer; prior neoadjuvant or adjuvant therapy; concomitant disease suspected of influencing serum fibrinogen concentrations, such as severe hypertension, liver disease or a blood coagulation disorder; and history of aspirin or other acetylsalicylic acid use within 1 month before treatment. Patient characteristics were collected via a retrospective medical record review using a standardized data collection form. The surgical procedure was performed as previously described in our study [14, 15]. Esophagectomy with standard or extended dissection of the thoracic and abdominal lymph nodes was executed in patients with no evidence of metastatic disease, including cervical or celiac lymph node metastases. Pathologic stage was determined according to the 7th edition AJCC staging system [16]. The study was approved by the Ethics Committee of Sun Yat-sen University Cancer Center. All patients provided a written informed consent before surgery.

Follow-up

All patients received standardized follow-up at 3-month intervals for the first 2 years after surgery, a 6-month interval in the third year and yearly thereafter. Follow-up time was calculated from the date of surgery to the event or the date of the last contact. Follow-up continued until June 2012. The primary endpoint was overall survival (OS), which was calculated from the time of surgery to the time of death from any causes. The second endpoint was disease-free survival (DFS). DFS was calculated from the time from surgery to the first recurrence of index cancer or to all-cause death.

Serum fibrinogen measurement

Each patient provided 4-mL of pretreatment blood. The serum was separated within 30 min after the blood samples were collected. Fibrinogen was measured by the Clauss method using Diagnostica Stago equipment and reagent according to Diagnostica Stago guidelines (Asnieres, France). According to the instructions, a serum fibrinogen concentration <4.0 g/L was considered normal, and a concentration ≥4.0 g/L was defined as hyperfibrinogenemia.

Statistical analysis

Statistical analysis was performed using SPSS 16.0 for Windows software system (SPSS Inc, Chicago, IL). The serum fibrinogen concentration was analyzed as a continuous variable and as a categorical variable after grouping by normal and hyperfibrinogenemia. The Mann Whitney U-test and a chi-square test were performed to evaluate the associations between clinicopathological variables and serum fibrinogen levels, respectively. Survival curves were calculated by the Kaplan-Meier method and analyzed by log-rank test. Multivariate analysis was performed using Cox's proportional hazards regression model with a forward stepwise procedure (the entry and removal probabilities were 0.05 and 0.10, respectively). A significant difference was declared if the P value from a two-tailed test was less than 0.05.
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5.  Using a nomogram based on preoperative serum fibrinogen levels to predict recurrence of papillary thyroid carcinoma.

Authors:  Lei Jianyong; Li Zhihui; Gong Rixiang; Zhu Jingqiang
Journal:  BMC Cancer       Date:  2018-04-05       Impact factor: 4.430

6.  Low Preoperative albumin-to-globulin ratio Predict Poor Survival and Negatively Correlated with Fibrinogen in Resectable Esophageal Squamous Cell Carcinoma.

Authors:  Xiao-Hui Li; Wen-Shen Gu; Xue-Ping Wang; Jian-Hua Lin; Xin Zheng; Lin Zhang; Ting Kang; Zhi-Xian Zhang; Wan-Li Liu
Journal:  J Cancer       Date:  2017-07-02       Impact factor: 4.207

7.  Quantitative Proteomic Approach Targeted to Fibrinogen β Chain in Tissue Gastric Carcinoma.

Authors:  Ombretta Repetto; Stefania Maiero; Raffaella Magris; Gianmaria Miolo; Maria Rita Cozzi; Agostino Steffan; Vincenzo Canzonieri; Renato Cannizzaro; Valli De Re
Journal:  Int J Mol Sci       Date:  2018-03-07       Impact factor: 5.923

8.  Serum Fibrinogen Is An Independent Prognostic Factor In Operable Esophageal Squamous Carcinoma: A Real-World Study.

Authors:  Yan Zheng; Yin Li; Wenqun Xing; Jianjun Qin; Xianben Liu; Ruixiang Zhang; Haibo Sun; Xiankai Chen
Journal:  Cancer Manag Res       Date:  2019-10-11       Impact factor: 3.989

9.  Prognostic significance of combined preoperative fibrinogen and CA199 in gallbladder cancer patients.

Authors:  Wei-Yu Xu; Hao-Hai Zhang; Xiao-Bo Yang; Yi Bai; Jian-Zhen Lin; Jun-Yu Long; Jian-Ping Xiong; Jun-Wei Zhang; Xin-Ting Sang; Hai-Tao Zhao
Journal:  World J Gastroenterol       Date:  2018-04-07       Impact factor: 5.742

10.  Cumulative score based on preoperative plasma fibrinogen and serum C-reactive protein could predict long-term survival for esophageal squamous cell carcinoma.

Authors:  Rui Tian; Hong Yan; Fei Zhang; Peng Sun; Ai-Ran Wu; Min Zhang; Yu-Lu Jiang; Jing Wu; Yan-Hong Lu; Qiu-Yan Xu; Xiao-Hong Zhan; Rong-Xin Zhang; Li-Ting Qian; Jie He
Journal:  Oncotarget       Date:  2016-09-20
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