| Literature DB >> 33061620 |
Shuai Yang1, Han Guan1, Sheng Wang1, Hongliang Wu1, Wenyan Sun1, Zhijun Chen1, Qingwen Li1.
Abstract
BACKGROUND: This study aimed to determine the potential utility of plasma fibrinogen as a prognostic factor in patients with bladder cancer (BCa) after radical cystectomy (RC).Entities:
Keywords: bladder cancer; nomogram; plasma fibrinogen; prognosis; radical cystectomy
Year: 2020 PMID: 33061620 PMCID: PMC7532920 DOI: 10.2147/CMAR.S269244
Source DB: PubMed Journal: Cancer Manag Res ISSN: 1179-1322 Impact factor: 3.989
Figure 1X-tile software was used to obtain the optimal cutoff values for tumor size, fibrinogen, PLR, PDM, NLFgA and NLDA. (A) Tumor size; (B) Fibrinogen; (C) Platelet-lymphocyte ratio (PLR); (D) Platelet × D-dimer (PDM); (E) Neutrophil × Fibrinogen/(lymphocyte × albumin) (NLFgA); (F) Neutrophil × D-dimer/(lymphocyte × albumin) (NLDA).
Baseline Characteristics of the Study Population
| Characteristics | All Patients |
|---|---|
| No. (%) | |
| Total patients | 145 |
| Age, y, mean (SD) | 65.92±10.16 |
| Age categorized, y | |
| ≤65 | 73 (50.3) |
| >65 | 72 (49.7) |
| Gender | |
| Male | 125 (86.2) |
| Female | 20 (13.8) |
| Diabetes | |
| Yes | 21 (14.5) |
| No | 124 (85.5) |
| Hypertension | |
| Yes | 52 (35.9) |
| No | 93 (64.1) |
| Cardiovascular diseases | |
| Yes | 18 (12.4) |
| No | 127 (87.6) |
| T-stage | |
| T1–2 | 80 (55.2) |
| T3–4 | 65 (44.8) |
| N-stage | |
| N0 | 114 (78.6) |
| N+ | 31 (21.4) |
| M-stage | |
| M0 | 138 (95.2) |
| M1 | 7 (4.8) |
| Tumor size, cm | 3.84±2.36 |
| Platelet, 10^9/L | |
| ≤ULN | 127 (87.6) |
| >ULN | 18 (12.4) |
| D-dimer, mg/L | |
| ≤0.55 | 86 (59.3) |
| >0.55 | 59 (40.7) |
| Fibrinogen, g/L | 2.99±0.86 |
| PLR | 165.35±83.80 |
| PDM | 186.03±225.10 |
| NLFgA | 0.32±0.36 |
| NLDA | 0.09±0.15 |
Abbreviations: SD, standard deviation; ULN, upper limit of normal; PLR, platelet-lymphocyte ratio; PDM, platelet × D-dimer; NLFgA, neutrophil × fibrinogen/(lymphocyte × albumin); NLDA, neutrophil × D-dimer/(lymphocyte × albumin).
Analysis of Predictive Accuracy Through the Evaluation of the Area Under the Curve (AUC)
| Characteristics | Overall Survival | Disease-Free Survival | ||||
|---|---|---|---|---|---|---|
| AUC | 95% CI | P value | AUC | 95% CI | P value | |
| Platelet | 0.522 | 0.438–0.606 | 0.675 | 0.531 | 0.446–0.614 | 0.576 |
| D-dimer | 0.541 | 0.457–0.624 | 0.432 | 0.527 | 0.443–0.611 | 0.616 |
| Fibrinogen | 0.640 | 0.556–0.718 | 0.628 | 0.544–0.706 | ||
| PLR | 0.560 | 0.475–0.642 | 0.257 | 0.585 | 0.500–0.666 | 0.121 |
| PDM | 0.558 | 0.473–0.640 | 0.271 | 0.547 | 0.462–0.629 | 0.394 |
| NLFgA | 0.606 | 0.522–0.686 | 0.584 | 0.499–0.665 | 0.125 | |
| NLDA | 0.587 | 0.503–0.668 | 0.097 | 0.573 | 0.489–0.655 | 0.180 |
Note: P-value<0.05 are shown in bold.
Abbreviations: AUC, area under the curve; CI, confidence interval; PLR, platelet-lymphocyte ratio; PDM, platelet × D-dimer; NLFgA, neutrophil × fibrinogen/(lymphocyte × albumin); NLDA, neutrophil × D-dimer/(lymphocyte × albumin).
Figure 2Analysis of predictive accuracy through the evaluation of the area under the curve (AUC). (A) Overall survival (OS); (B) Disease-free survival (DFS). PLR, platelet-lymphocyte ratio; PDM, platelet × D-dimer; NLFgA, neutrophil × Fibrinogen/(lymphocyte × albumin); NLDA, neutrophil × D-dimer/(lymphocyte × albumin).
Baseline Characteristics of All Patients When Using Fibrinogen as an Assessment Tool
| Characteristics | All Patients | ≤3.14 g/L | >3.14 g/L | P |
|---|---|---|---|---|
| No. (%) | No. (%) | No. (%) | ||
| Total patients | 145 | 96 (66.2) | 49 (33.8) | |
| Age categorized, y | 0.101 | |||
| ≤65 | 73 (50.3) | 53 (55.2) | 20 (40.8) | |
| >65 | 72 (49.7) | 43 (44.8) | 29 (59.2) | |
| Gender | ||||
| Male | 125 (86.2) | 88 (91.7) | 37 (75.5) | |
| Female | 20 (13.8) | 8 (8.3) | 12 (24.5) | |
| Diabetes | 0.342 | |||
| Yes | 21 (14.5) | 12 (12.5) | 9 (18.4) | |
| No | 124 (85.5) | 84 (87.5) | 40 (81.6) | |
| Hypertension | 0.876 | |||
| Yes | 52 (35.9) | 34 (35.4) | 18 (36.7) | |
| No | 93 (64.1) | 62 (64.6) | 31 (63.3) | |
| Cardiovascular diseases | 0.564 | |||
| Yes | 18 (12.4) | 13 (13.5) | 5 (10.2) | |
| No | 127 (87.6) | 83 (86.5) | 44 (89.8) | |
| T-stage | ||||
| T1–2 | 80 (55.2) | 61 (63.5) | 19 (38.8) | |
| T3–4 | 65 (44.8) | 35 (36.5) | 30 (61.2) | |
| N-stage | 0.053 | |||
| N0 | 114 (78.6) | 80 (83.3) | 34 (69.4) | |
| N+ | 31 (21.4) | 16 (16.7) | 15 (30.6) | |
| M-stage | ||||
| M0 | 138 (95.2) | 94 (97.9) | 44 (89.8) | |
| M1 | 7 (4.8) | 2 (2.1) | 5 (10.2) | |
| Tumor size, cm | ||||
| ≤4.7 | 111 (76.6) | 80 (83.3) | 31 (63.3) | |
| >4.7 | 34 (23.4) | 16 (16.7) | 18 (36.7) | |
| Platelet, 10^9/L | ||||
| ≤ULN | 127 (87.6) | 88 (91.7) | 39 (79.6) | |
| >ULN | 18 (12.4) | 8 (8.3) | 10 (20.4) | |
| D-dimer, mg/L | ||||
| ≤0.55 | 86 (59.3) | 63 (65.6) | 23 (46.9) | |
| >0.55 | 59 (40.7) | 33 (34.4) | 26 (53.1) | |
| PLR | ||||
| ≤154.62 | 83 (57.2) | 61 (63.5) | 22 (44.9) | |
| >154.62 | 62 (42.8) | 35 (36.5) | 27 (55.1) | |
| PDM | 0.076 | |||
| ≤244.86 | 113 (77.9) | 79 (82.3) | 34 (69.4) | |
| >244.86 | 32 (22.1) | 17 (17.7) | 15 (30.6) | |
| NLFgA | ||||
| ≤0.22 | 79 (54.5) | 66 (68.8) | 13 (26.5) | |
| >0.22 | 66 (45.5) | 30 (31.3) | 36 (73.5) | |
| NLDA | 0.260 | |||
| ≤0.06 | 92 (63.4) | 64 (66.7) | 28 (57.1) | |
| >0.06 | 53 (36.6) | 32 (33.3) | 21 (42.9) |
Note: P-value<0.05 are shown in bold.
Abbreviations: ULN, upper limit of normal; PLR, platelet-lymphocyte ratio; PDM, platelet × D-dimer; NLFgA, neutrophil × fibrinogen/(lymphocyte × albumin); NLDA, neutrophil × D-dimer/(lymphocyte × albumin).
Figure 3Kaplan–Meier curves of survival based on plasma fibrinogen value of 145 BCa patients. (A) Overall survival (OS); (B) Disease-free survival (DFS).
Univariate and Multivariate Analyses of Factors Associated with Overall Survival (OS)
| Characteristics | Category or Characteristics | Univariate Analyses | Multivariate Analyses | ||
|---|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | ||||
| Age | >65/≤65 | 1.28 (0.70–2.34) | 0.425 | ||
| Gender | Female/Male | 1.26 (0.56–2.84) | 0.582 | ||
| Diabetes | No/Yes | 0.55 (0.26–1.14) | 0.107 | ||
| Hypertension | No/Yes | 0.93 (0.49–1.77) | 0.832 | ||
| Cardiovascular diseases | No/Yes | 0.74 (0.29–1.89) | 0.530 | ||
| T-stage | T3–4/T1–2 | 3.66 (1.88–7.13) | 1.59 (0.73–3.45) | 0.239 | |
| N-stage | N+/N0 | 4.26 (2.32–7.82) | 2.72 (1.34–5.53) | ||
| M-stage | M1/M0 | 5.64 (1.96–16.19) | 3.46 (1.03–11.66) | ||
| Tumor size, cm | >4.7/≤4.7 | 3.51 (1.86–6.62) | 2.49 (1.18–5.26) | ||
| Platelet, 10^9/L | >ULN/≤ULN | 0.87 (0.31–2.44) | 0.789 | ||
| D-dimer, mg/L | >0.55/≤0.55 | 1.44 (0.79–2.63) | 0.232 | ||
| Fibrinogen, g/L | >3.14/≤3.14 | 3.57 (1.94–6.56) | 2.58 (1.28–5.23) | ||
| PLR | >154.62/≤154.62 | 1.75 (0.96–3.19) | 0.068 | ||
| PDM | >244.86/≤244.86 | 2.19 (1.14–4.22) | 1.27 (0.56–2.90) | 0.568 | |
| NLFgA | >0.22/≤0.22 | 2.49 (1.34–4.60) | 1.17 (0.54–2.53) | 0.694 | |
| NLDA | >0.06/≤0.06 | 2.02 (1.11–3.67) | 1.00 (0.47–2.16) | 0.997 | |
Note: P-value<0.05 are shown in bold.
Abbreviations: OS, overall survival; HR, hazard ratio; CI, confidence interval; ULN, upper limit of normal; PLR, platelet-lymphocyte ratio; PDM, platelet × D-dimer; NLFgA, neutrophil × fibrinogen/(lymphocyte × albumin); NLDA, neutrophil × D-dimer/(lymphocyte × albumin).
Univariate and Multivariate Analyses of Factors Associated with Disease-Free Survival (DFS)
| Characteristics | Category or Characteristics | Univariate Analyses | Multivariate Analyses | ||
|---|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | ||||
| Age | >65/≤65 | 1.22 (0.64–2.32) | 0.538 | ||
| Gender | Female/Male | 1.23 (0.51–2.96) | 0.637 | ||
| Diabetes | No/Yes | 0.64 (0.28–1.45) | 0.282 | ||
| Hypertension | No/Yes | 0.90 (0.45–1.78) | 0.761 | ||
| Cardiovascular diseases | No/Yes | 0.84 (0.33–2.16) | 0.722 | ||
| T-stage | T3–4/T1–2 | 4.62 (2.19–9.77) | 2.02 (0.85–4.80) | 0.113 | |
| N-stage | N+/N0 | 4.43 (2.32–8.44) | 2.72 (1.24–6.01) | ||
| M-stage | M1/M0 | 7.09 (2.46–20.48) | 6.28 (1.69–23.29) | ||
| Tumor size, cm | >4.7/≤4.7 | 4.03 (2.07–7.86) | 3.19 (1.44–7.05) | ||
| Platelet, 10^9/L | >ULN/≤ULN | 0.73 (0.22–2.37) | 0.596 | ||
| D-dimer, mg/L | >0.55/≤0.55 | 1.36 (0.72–2.58) | 0.345 | ||
| Fibrinogen, g/L | >3.14/≤3.14 | 3.56 (1.86–6.79) | 2.60 (1.20–5.65) | ||
| PLR | >154.62/≤154.62 | 2.08 (1.10–3.96) | 1.33 (0.56–3.20) | 0.520 | |
| PDM | >244.86/≤244.86 | 2.11 (1.04–4.26) | 1.18 (0.48–2.90) | 0.711 | |
| NLFgA | >0.22/≤0.22 | 2.27 (1.19–4.33) | 0.89 (0.36–2.22) | 0.805 | |
| NLDA | >0.06/≤0.06 | 1.91 (1.01–3.62) | 0.89 (0.39–2.05) | 0.786 | |
Note: P-value<0.05 are shown in bold.
Abbreviations: DFS, disease-free survival; HR, hazard ratio; CI, confidence interval; ULN, upper limit of normal; PLR, platelet-lymphocyte ratio; PDM, platelet × D-dimer; NLFgA, neutrophil × fibrinogen/(lymphocyte × albumin); NLDA, neutrophil × D-dimer/(lymphocyte × albumin).
Figure 4Nomogram predicting 1-, and 3-year overall survival (OS) and disease-free survival (DFS) rate of BCa patients. (A) OS rate; (B) CSS rate.
Figure 5Receiver operating characteristic (ROC) curves and decision curve analysis (DCA) curves detects the predictive value of the nomograms. (A) ROC curve for overall survival (OS). (B) ROC curve for disease-free survival (DFS); (C) DCA curve for OS. (D) DCA curve for DFS.