Association of Fibrinolytic Potential and Risk of Mortality in Cancer Patients
Abstract
:Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Group
2.2. Simultaneous Thrombin and Plasmin Generation Assay
2.3. Statistical Analysis
3. Results
3.1. Cancer Group vs. Control Group
3.2. Non-Death Cancer Group vs. Death Cancer Group
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A
Cancer Site | Cancer (N) | Death (N) | Death (%) |
Brain | 6 | 4 | 66.67 |
Pancreas | 5 | 3 | 60.00 |
Stomach | 23 | 12 | 52.17 |
Skin | 6 | 3 | 50.00 |
Testis | 2 | 1 | 50.00 |
Esophagus | 13 | 6 | 46.15 |
Lung | 21 | 8 | 38.10 |
Liver | 9 | 3 | 33.33 |
Myeloma | 15 | 5 | 33.33 |
Intestine | 10 | 3 | 30.00 |
Prostate | 8 | 2 | 25.00 |
Lymphoma | 46 | 9 | 19.57 |
Head and neck | 21 | 4 | 19.05 |
Kidney | 7 | 1 | 14.29 |
Uterus | 10 | 1 | 10.00 |
Rectum | 21 | 2 | 9.52 |
Colon | 16 | 1 | 6.25 |
Appendix B
Variable | HR (95% IC) | p-Value |
Age | 1.01 (0.99;1.03) | 0.208 |
Male gender | 1.86 (1.07;3.23) | 0.027 |
BMI (Kg/m2) | 0.93 (0.88;0.98) | 0.005 |
Heart Disease | 2.29 (1.08;4.87) | 0.031 |
Nephoropathy | 1.61 (0.64;4.10) | 0.315 |
Smoking/ex-smoker | 2.19 (1.27;3.76) | 0.005 |
Appendix C
HR (95% IC) | p-Value | |
Tumor Site—TEV Group of Risk | ||
High risk tumor | 2.81 (1.62;4.87) | <0.001 |
Tumor site—Mortality group risk | ||
High risk tumor | 2.05 (1.18;3.56) | 0.011 |
Stage | ||
Cancer stage I | ref | <0.001 |
Cancer stage II | 0.22 (0.05;1.07) | 0.061 |
Cancer stage III | 1.91 (0.77;4.77) | 0.166 |
Cancer stage IV | 4.48 (1.90;10.57) | <0.001 |
Chemotherapy protocol | ||
Without chemeotherapy | ref | 0.006 |
Chemeotherapy based on platin | 0.41 (0.23;0.73) | 0.002 |
Chemeotherapy without platin | 0.48 (0.25;0.93) | 0.030 |
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Variable | Cancer Patients (N = 323) | Control Group (N = 148) | p-Value |
---|---|---|---|
Age (years) | 63 (52–71) | 52 (40–60) | <0.0001 1 |
Male gender | 159 (49.2%) | 56 (37.8%) | 0.022 2 |
Female gender | 164 (50.8%) | 92 (62.2%) | |
BMI (Kg/m2) | 25.1 (21.9–29.3) N = 319 | 28.0 (25.1–31.2) N = 144 | <0.0001 1 |
Smoker or ex-smoker | 133 (41.2%) | 27 (18.4%) N = 147 | <0.0001 2 |
Alcoholism or ex-alcoholism | 42 (13.0%) | 2 (1.4%) | <0.0001 2 |
Medications | / | / | / |
Antihypertensive | 135 (41.8%) | 41 (27.7%) | 0.004 2 |
Statin | 56 (17.3%) | 8 (5.4%) | 0.0003 2 |
Diabetes medications | 45 (13.9%) | 14 (9.5%) | 0.2298 2 |
AAS | 21 (6.5%) | 4 (2.7%) | 0.1198 2 |
Tumor site | / | / | / |
Bladder | 04 (1.24%) | - | - |
Brain | 06 (1.86%) | - | - |
Breast | 48 (14.86%) | - | - |
Colon and Rectum | 38 (11.76%) | - | - |
Esophagus | 13 (4.02%) | - | - |
Kidney | 07 (2.17%) | - | - |
Liver and bile duct | 12 (3.72%) | - | - |
Lung | 21 (6.50%) | - | - |
Lymphoma | 46 (14.24%) | - | - |
Myeloma | 18 (5.57%) | - | - |
Other sites | 65 (20.12%) | - | - |
Ovary | 04 (1.24%) | - | - |
Pancreas | 06 1.86%) | - | - |
Stomach | 25 (7.74%) | - | - |
Uterus | 10 (3.10%) | - | - |
Cancer stage | / | / | / |
Stage I | 47 (14.55%) | - | - |
Stage II | 86 (26.63%) | - | - |
Stage III | 101 (31.27%) | - | - |
Stage IV | 89 (27.55%) | - | - |
WBC (103/µL) | 7.5 (5.8–9.5) N = 315 | 6.1 (5.3–7.2) N = 146 | <0.0001 1 |
Hemoglobin (g/dL) | 12.8 (10.8–13.9) N = 315 | 13.8 (13.0–15.1) N = 146 | <0.0001 1 |
Platelets (103/µL) | 269 (204–344) N = 315 | 241 (208–271) N = 146 | 0.0001 1 |
Parameters | Control Group N = 148 | Cancer Group N = 323 | p-Value |
---|---|---|---|
Plasmin (%NC) | / | / | / |
MA | 102.8 (92.4–110.9) | 122.9 (112.1–135.7) | <0.0001 |
T(MA) | 110.2 (97.9–136.9) | 107.9 (96.4–133.1) | 0.518 |
Lag Time) | 150.0 (133.3–166.6) | 125.0 (107.1–146.6) | <0.0001 |
AUC | 90.7 (76.9–103.1) | 111.7 (99.8–127.5) | <0.0001 |
Vmax | 109.4 (86.5–159.8) | 174.6 (118.9–179.8) | <0.0001 |
T(Vmax) | 319.4 (195.7–911.5) | 250.0 (140.9–686.4) | 0.007 |
Thrombin (%NC) | / | / | / |
MA | 102.4 (93.6–110.7) | 112.7 (104.3–123.3) | <0.0001 |
T(MA) | 166.6 (139.1–204.4) | 143.7 (118.2–177.3) | <0.0001 |
Lag Time | 140.0 (120.0–160.0) | 115.4 (88.9–150.0) | <0.0001 |
AUC | 101.4 (92.5–113.1) | 119.1 (109.2–130.9) | <0.0001 |
Vmax | 79.1 (60.5–110.0) | 97.5 (68.7–131.7) | 0.0003 |
T(Vmax) | 140.0 (120.8–160.0) | 114.3 (90.9–145.4) | <0.0001 |
Variable | DEATH | p-Value | |
---|---|---|---|
No N = 245 | Yes N = 68 | ||
Age (years) | 62.0 (51.0–70.0) | 65.0 (59.0–73.0) | 0.0053 1 |
Gender | / | / | / |
Male | 107 (43.7%) | 46 (67.6%) | 0.0006 2 |
Female | 138 (56.3%) | 22 (32.4%) | |
BMI (Kg/m2) | 25.6 (22.8–29.7) N = 243 | 23.0 (20.3–27.5) N = 66 | 0.0004 1 |
Comorbidities | / | / | / |
Hypertension | 103 (42.0%) | 31 (45.6%) | 0.6780 2 |
Diabetes | 38 (15.5%) | 12 (17.6%) | 0.7089 2 |
Previous thrombosis | 16 (6.5%) | 6 (8.8%) | 0.5909 2 |
Lung disease | 12 (4.9%) | 3 (4.4%) | 1.0000 2 |
Heart disease | 13 (5.3%) | 9 (13.2%) | 0.0320 2 |
Nephropathy | 4 (1.6%) | 5 (7.4%) | 0.0258 2 |
Habits | / | / | / |
Smoking/ex-smoker | 87 (35.5%) | 43 (63.2%) | <0.0001 2 |
Alcoholic/ex-alcoholic | 33 (13.5%) | 8 (11.8%) | 0.8402 2 |
Laboratory tests | / | / | / |
D-dimer (ng/mL) | 493 (290.5–1018) N = 193 | 882 (421–2026) N = 48 | 0.0010 1 |
P-selectin (ng/mL) | 76.3 (48.9–98.9) N = 174 | 82.9 (54.9–122.9) N = 52 | 0.2903 1 |
Cancer stage | / | / | / |
I | 38 (16.0%) | 7 (10.3%) | <0.0001 3 |
II | 79 (32.0%) | 2 (2.9%) | |
III | 79 (32.0%) | 20 (29.4%) | |
IV | 49 (20.0%) | 39 (57.4%) | |
Cause of death | / | / | / |
Disease progression | / | 28 (41.2%) | / |
infections/complications | / | 23 (33.8%) | / |
thromboembolic complications | / | 5 (7.4%) | / |
Unclear | / | 12 (17.6%) | / |
Chemotherapy protocol | / | / | / |
Platinum and/or gemcitabine-based chemotherapy | 75 (43.1%) N = 174 | 26 (61.9%) N = 42 | 0.0381 2 |
Without platinum and/or gemcitabine-based chemotherapy | 99 (56.9%) N = 174 | 16 (38.1%) N = 42 |
Parameters | DEATH | p-Value | |
---|---|---|---|
No N = 245 | Yes N = 68 | ||
Plasmin | / | / | / |
MA | 122.8 (111.7–135.7) | 124.1 (115.6–137.5) | 0.086 |
T(MA) | 107.9 (96.2–132.5) | 111.2 (96.9–146.4) | 0.639 |
Lag Time | 123.1 (106.2–143.7) | 133.3 (114.5–153.3) | 0.067 |
AUC | 111.6 (99.3–127.5) | 111.9 (101.5–127.6) | 0.673 |
Vmax | 148.2 (122.1–183.1) | 129.3 (109.5–173.3) | 0.016 |
T(Vmax) | 282.6 (143.5–795.8) | 178.0 (135.6–342.3) | 0.016 |
Thrombin | / | / | / |
MA | 111.8 (103.5–121.9) | 117.7 (108.6–130.0) | 0.001 |
T(MA) | 142.8 (116.7–171.4) | 146.0 (123.9–204.8) | 0.138 |
Lag Time | 115.4 (91.7–150.0) | 113.9 (88.9–161.9) | 0.613 |
AUC | 117.6 (108.5–130.5) | 123.9 (110.9–133.0) | 0.018 |
Vmax | 95.2 (68.8–130.2) | 107.1 (68.9–140.3) | 0.359 |
T(Vmax) | 114.3 (90.9–144.4) | 114.3 (89.8–156.5) | 0.797 |
Dependent Variable | Explanatory Variable | HR | 95%IC | p-Value | Wald |
---|---|---|---|---|---|
DEATH | Thrombin MA | 1.02 | 1.01–1.04 | <0.001 | 11.78 |
Thrombin tMA | 1.00 | 0.99–1.01 | 0.107 | 2.59 | |
Thrombin Lag Time | 1.00 | 0.99–1.01 | 0.266 | 1.24 | |
Thrombin AUC | 1.02 | 1.01–1.03 | 0.005 | 8.00 | |
Thrombin Vmax | 1.00 | 0.99–1.01 | 0.392 | 0.73 | |
Thrombin tVmax | 1.00 | 0.99–1.01 | 0.478 | 0.50 | |
Plasmin MA | 1.01 | 0.99–1.02 | 0.101 | 2.69 | |
Plasmin tMA | 1.01 | 0.99–1.01 | 0.408 | 0.69 | |
Plasmin Lag Time | 1.01 | 1.00–1.01 | 0.065 | 3.41 | |
Plasmin AUC | 1.01 | 0.99–1.01 | 0.721 | 0.13 | |
Plasmin Vmax | 1.00 | 0.99–1.01 | 0.614 | 0.25 | |
Plasmin tVmax | 1.00 | 0.99–1.00 | 0.027 | 4.92 |
Model | Variable | HR (95% IC) | p-Value |
---|---|---|---|
Model 1—Death | Male gender | 1.78 (1.04;3.06) | 0.037 |
BMI (Kg/m2) | 0.95 (0.90;1.00) | 0.040 | |
Smoking/ex-smoker | 1.99 (1.15;3.45) | 0.014 | |
High risk tumor | 2.00 (1.15;3.47) | 0.014 | |
Cancer stage I | Ref. | <0.001 | |
Cancer stage II | 0.14 (0.29;0.67) | 0.014 | |
Cancer stage III | 0.93 (0.39;2.24) | 0.868 | |
Cancer stage IV | 2.25 (0.97;5.19) | 0.058 | |
Thrombin AUC | 1.02 (1.01;1.03) | 0.025 | |
Model 2—Death | Male gender | 1.86 (1.08;3.21) | 0.025 |
BMI (Kg/m2) | 0.95 (0.90;1.00) | 0.046 | |
Smoking/ex-smoker | 1.91 (1.10;3.30) | 0.021 | |
High risk tumor | 2.11 (1.21;3.69) | 0.009 | |
Cancer stage I | Ref. | <0.001 | |
Cancer stage II | 0.12 (0.25;0.60) | 0.009 | |
Cancer stage III | 0.83 (0.34;2.03) | 0.689 | |
Cancer stage IV | 2.05 (0.88;4.78) | 0.095 | |
Thrombin MA | 1.02 (1.01;1.04) | 0.004 | |
Model 3—Death | Male gender | 1.58 (0.93;2.71) | 0.094 |
BMI (Kg/m2) | 0.95 (0.91;1.00) | 0.045 | |
Smoking/ex-smoker | 1.97 (1.15;3.40) | 0.014 | |
High risk tumor | 1.67 (0.96;2.89) | 0.069 | |
Cancer stage I | Ref. | <0.001 | |
Cancer stage II | 0.16 (0.32;0.75) | 0.021 | |
Cancer stage III | 1.01 (0.42;2.42) | 0.990 | |
Cancer stage IV | 2.83 (1.26;6.37) | 0.012 | |
Plasmin tVmax | 1.00 (1.00;1.00) | 0.167 |
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Gois, G.S.S.; Montalvão, S.A.L.; Anhaia, T.R.A.; Almeida, M.E.A.; Martinelli, B.M.; Fernandes, M.C.G.L.; Hubers, S.C.; Ferreira, M.R.M.; Ribeiro, D.D.; Teixeira, J.C.; et al. Association of Fibrinolytic Potential and Risk of Mortality in Cancer Patients. Cancers 2023, 15, 4408. https://doi.org/10.3390/cancers15174408
Gois GSS, Montalvão SAL, Anhaia TRA, Almeida MEA, Martinelli BM, Fernandes MCGL, Hubers SC, Ferreira MRM, Ribeiro DD, Teixeira JC, et al. Association of Fibrinolytic Potential and Risk of Mortality in Cancer Patients. Cancers. 2023; 15(17):4408. https://doi.org/10.3390/cancers15174408
Chicago/Turabian StyleGois, Gabriele Silva Souza, Silmara Aparecida Lima Montalvão, Thaizy Ramires Alencar Anhaia, Millene Evelyn Alves Almeida, Beatriz Moraes Martinelli, Maria Carmen Gonçalves Lopes Fernandes, Stephany Cares Hubers, Monique R. M. Ferreira, Daniel Dias Ribeiro, Júlio César Teixeira, and et al. 2023. "Association of Fibrinolytic Potential and Risk of Mortality in Cancer Patients" Cancers 15, no. 17: 4408. https://doi.org/10.3390/cancers15174408
APA StyleGois, G. S. S., Montalvão, S. A. L., Anhaia, T. R. A., Almeida, M. E. A., Martinelli, B. M., Fernandes, M. C. G. L., Hubers, S. C., Ferreira, M. R. M., Ribeiro, D. D., Teixeira, J. C., Carvalheira, J. B. C., Lima, C. S. P., Andreollo, N. A., Etchebehere, M., Zambon, L., Ferreira, U., Tincani, A. J., Martins, A. S., Coy, C. S. R., ... ADVENTH Cancer Group. (2023). Association of Fibrinolytic Potential and Risk of Mortality in Cancer Patients. Cancers, 15(17), 4408. https://doi.org/10.3390/cancers15174408