| Literature DB >> 30186533 |
M Fryczkowski1, R J Bułdak2, T Hejmo2, M Kukla3, K Żwirska-Korczala4.
Abstract
BACKGROUND: Prostate cancer (PCa) is the first in terms of occurrence in Europe and second in Poland. The PCa risk factors include: genetic load, obesity, diet rich in fat, hypertriglyceridemia, and exposure to androgens. The prostate-specific antigen (PSA) level may be elevated in prostate cancer or other prostate disorders. Fat tissue secretes adipocytokines, which increase the risk of cancer development and metastasis.Entities:
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Year: 2018 PMID: 30186533 PMCID: PMC6116468 DOI: 10.1155/2018/3852401
Source DB: PubMed Journal: Dis Markers ISSN: 0278-0240 Impact factor: 3.434
Clinical characteristics in prostate cancer (PCa) and benign prostate hyperplasia (BPH).
| Parameter | PCa | BPH |
|
|---|---|---|---|
| Age (yrs) | 70.5 (64–73) | 67.4 (62.5–68.5) | 0.51a |
| BMI (kg/m2) | 26.4 (23.7–28.0) | 26.4 (25.2–29.1) | 0.20a |
| T-Chol (mg/dL) | 189.0 (170.0–220.0) | 190.5 (161.5–199.5) | 0.16a |
| HDL (mg/dL) | 39.5 (31.0–55.0) | 40.0 (29.5–55.0) | 0.78a |
| TG (mg/dL) | 152.6 ± 54.2 | 143.0 ± 43.6 | 0.38b |
| LDL (mg/dL) | 121.1 ± 28.7 | 123.0 ± 34.2 | 0.69b |
| Glucose (mg/dL) | 121.1 (104.0–126.5) | 122.0 (108.5–132.0) | 0.92a |
| Insulin (IU/dL) | 8.0 (5.7–11.0) | 9.8 (6.8–15.4) | 0.06a |
| HOMA-IR | 2.3 (1.7–3.7) | 2.8 (1.8–4.9) | 0.12a |
| Omentin (ng/mL) | 478.8 (398.2–584.7) | 408.3 (323.3–528.0) | 0.03b |
| Leptin (ng/mL) | 15.7 (8.2–26.8) | 11.2 (6.0–16.0) | 0.02b |
| VEGF (pg/mL) | 179.3 (116.0–266.0) | 123.3 (70.8–192.7) | <0.01b |
| HGF (pg/mL) | 359.5 (266.6–462.9) | 294.9 (192.1–353.7) | 0.04b |
| PSA (ng/mL) | 18.2 (7.7–30.8) | 9 (5.5–17) | <0.01a |
| Prostate volume in TRUS (cm3) | 31.1 (20.0–38.2) | 39.1 (24.9–47.5) | 0.02a |
Significant differences of examined parameters between groups have been bolded. Statistic tests: aMann–Whitney's U test, bStudent's t-test. PCa: prostate cancer; BPH: benign prostate hyperplasia; BMI: body mass index; T-Chol: total cholesterol; HDL: high-density lipoprotein; TG: triglycerides; LDL: low-density lipoprotein; HGF: hepatocyte growth factor; VEGF: vascular endothelial growth factor.
Figure 1ROC curve for PSA.
Figure 2ROC curve for omentin.
Univariate logistic regression of selected biomarkers including odds ratio.
| Dependent variable: PCa; independent variable: omentin | |||||
| Level of statistical significance of the model: | |||||
| Variable | Coefficient | Standard error |
| Odds ratio | 95% confidence interval |
| Omentin | 0.005 | 0.002 | 0.01 | 1.005 (40.7) | 1.001 to 1.008 |
| Constant | −2.124 | 0.864 | 0.01 | ||
| Dependent variable: PCa; independent variable: leptin | |||||
| Level of statistical significance of the model: | |||||
| Variable | Coefficient | Standard error |
| Odds ratio | 95% confidence interval |
| Leptin | 0.051 | 0.021 | 0.02 | 1.053 (20.97) | 1.009 to 1.098 |
| Constant | −0.820 | 0.340 | 0.04 | ||
| Dependent variable: PCa; independent variable: VEGF | |||||
| Level of statistical significance of the model: | |||||
| Variable | Coefficient | Standard error |
| Odds ratio | 95% confidence interval |
| VEGF | 0.008 | 0.003 | <0.01 | 1.010 (112.8) | 1.002 to 1.014 |
| Constant | −1.320 | 0.503 | <0.01 | ||
| Dependent variable: PCa; independent variable: HGF | |||||
| Level of statistical significance of the model: | |||||
| Variable | Coefficient | Standard error |
| Odds ratio | 95% confidence interval |
| HGF | 0.003 | 0.001 | 0.03 | 1.003 (52.4) | 1.000 to 1.006 |
| Constant | −0.991 | 0.507 | 0.05 | ||
| Dependent variable: PCa; independent variable: PSA | |||||
| Level of statistical significance of the model: | |||||
| Variable | Coefficient | Standard error |
| Odds ratio | 95% confidence interval |
| PSA | 0.082 | 0.025 | 0.01 | 1.090 (47.4) | 1.034 to 1.140 |
| Constant | −1.226 | 0.426 | <0.01 | ||
Correlations between the analyzed variables.
| Correlated variables | Group | Omentin | VEGF | HGF | PSA |
|---|---|---|---|---|---|
| Leptin | PCa |
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| BPH |
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| Omentin | PCa |
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| VEGF | PCa |
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| BPH |
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| HGF | PCa |
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| BPH |
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| PSA | PCa |
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| BPH |
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R S = Spearman's rank correlation coefficient, p = significance level.
Multiple stepwise logistic analysis showing factors independently associated with PCa.
| Final step—independent variables: PSA, omentin | |||||
|---|---|---|---|---|---|
| Significance level: | |||||
| Variable | Coefficient | Standard error |
| Odds ratio | 95% confidence interval |
| PSA | 0.088 | 0.027 | <0.01 | 1.091 (59.8) | 1.036 to 1.150 |
| Omentin | 0.005 | 0.002 | 0.01 | 1.005 (56.9) | 1.001 to 1.009 |
| Constant | −3.611 | 1.061 | <0.01 | ||