| Literature DB >> 22672958 |
Maki Otsuka1, Hisashi Adachi, David R Jacobs, Yuji Hirai, Mika Enomoto, Ako Fukami, Shun-ichi Kumagae, Yasuki Nanjo, Kuniko Yoshikawa, Eishi Esaki, Eita Kumagai, Kanako Yokoi, Kinuka Ogata, Eri Tsukagawa, Akiko Kasahara, Kyoko Ohbu, Tsutomu Imaizumi.
Abstract
BACKGROUND: In patients with cancer, hepatocyte growth factor (HGF) is elevated and is a predictor of prognosis. We investigated whether serum HGF was a predictive marker for cancer death in a population of community-dwelling Japanese.Entities:
Mesh:
Substances:
Year: 2012 PMID: 22672958 PMCID: PMC3798633 DOI: 10.2188/jea.je20110121
Source DB: PubMed Journal: J Epidemiol ISSN: 0917-5040 Impact factor: 3.211
Characteristics of participants by quartile of HGF
| Variables | Quartile of HGF level |
| |||||||||||
|
| |||||||||||||
| Q1 (≤0.16 ng/ml) | Q2 (0.17–0.21 ng/ml) | Q3 (0.22–0.27 ng/ml) | Q4 (≥0.28 ng/ml) | ||||||||||
|
|
|
|
| ||||||||||
| No. | % | Mean (SD) | No. | % | Mean (SD) | No. | % | Mean (SD) | No. | % | Mean (SD) | ||
| Total No. | 349 | 24 | 397 | 27 | 341 | 23 | 383 | 26 | |||||
| No. and % of deaths | 25 | 7 | 36 | 9 | 49 | 14 | 59 | 15 | 0.001 | ||||
| HGF, ng/ml | 0.14 (0.02) | 0.19 (0.01) | 0.24 (0.02) | 0.35 (0.08) | |||||||||
| Age, years | 62 (10) | 63 (11) | 63 (11) | 63 (11) | 0.397 | ||||||||
| Male sex | 93 | 27 | 154 | 39 | 155 | 45 | 193 | 50 | <0.0001 | ||||
| Body mass indexb | 22 (3) | 23 (3) | 23 (3) | 24 (3) | <0.0001 | ||||||||
| Systolic BP, mm Hg | 131 (21) | 132 (20) | 136 (21) | 136 (22) | 0.001 | ||||||||
| Diastolic BP, mm Hg | 78 (11) | 78 (11) | 80 (12) | 80 (12) | 0.034 | ||||||||
| HbA1c, % | 5.2 (0.7) | 5.2 (0.7) | 5.3 (0.7) | 5.3 (0.9) | 0.103 | ||||||||
| Blood urea nitrogen, mmol/l | 5.9 (1.5) | 5.7 (1.4) | 5.9 (1.5) | 5.8 (1.5) | 0.323 | ||||||||
| Creatinine, µmol/l | 73 (15) | 74 (14) | 77 (19) | 78 (17) | <0.0001 | ||||||||
| Uric acid, µmol/l | 268 (71) | 292 (83) | 303 (89) | 303 (83) | <0.0001 | ||||||||
| C-reactive proteinc, mg/dl | 0.17 | 0.18 | 0.19 | 0.23 | <0.0001 | ||||||||
| Range | 0.1–3.9 | 0.1–3.9 | 0.1–3.9 | 0.1–11.5 | |||||||||
| Albumin, g/l | 44 (2) | 44 (2) | 44 (3) | 44 (3) | 0.546 | ||||||||
| Total cholesterol, mmol/l | 5.3 (0.9) | 5.2 (0.9) | 5.3 (1.0) | 5.0 (0.9) | <0.001 | ||||||||
| HDL cholesterol, mmol/l | 1.5 (0.4) | 1.5 (0.3) | 1.5 (0.4) | 1.4 (0.4) | <0.0001 | ||||||||
| Triglyceridesc, mmol/l | 0.99 | 1.08 | 1.13 | 1.20 | <0.0001 | ||||||||
| Range | 0.33–7.29 | 0.33–10.9 | 0.41–13.5 | 0.32–14.5 | |||||||||
| AST, units/l | 27 (4) | 28 (4) | 28 (6) | 29 (6) | 0.010 | ||||||||
| ALT, units/l | 26 (3) | 26 (3) | 26 (3) | 27 (4) | 0.049 | ||||||||
| γ-GTPc, units/l | 15 | 18 | 20 | 23 | <0.0001 | ||||||||
| Range | 1–201 | 1–218 | 3–896 | 3–305 | |||||||||
| Smoking | 30 | 9 | 52 | 13 | 69 | 20 | 87 | 23 | <0.0001 | ||||
| Alcohol | 61 | 17 | 90 | 23 | 74 | 22 | 85 | 22 | 0.297 | ||||
| Antihypertensive medication | 51 | 15 | 72 | 18 | 71 | 21 | 89 | 23 | 0.022 | ||||
| Antihyperlipidemic medication | 18 | 5 | 21 | 5 | 19 | 6 | 14 | 4 | 0.619 | ||||
| Antidiabetic medication | 6 | 2 | 11 | 3 | 8 | 2 | 15 | 4 | 0.311 | ||||
Data are mean (SD), geometric mean, range, or percent.
Abbreviations: HGF, hepatocyte growth factor; SD, standard deviation; BP, blood pressure; HbA1c, glycosylated hemoglobin A1c; HDL, high-density lipoprotein; AST, aspartate aminotransferase; ALT, alanine aminotransferase; γ-GTP, γ-glutamyl transpeptidase.
aCalculated from linear regression analysis for continuous variables and from logistic regression analysis for dichotomous variables.
bWeight (kg)/height (m)2.
cThese variables are shown in the original scale after analysis using log (natural)-transformed values.
Characteristics of participants stratified by vital status
| Variables | Survivors | Decedents |
| ||||
|
|
| ||||||
| No. | % | Mean (SD) | No. | % | Mean (SD) | ||
| Total No. | 1291 | 88 | 169 | 12 | |||
| HGF, ng/ml | 0.23 (0.09) | 0.26 (0.11) | 0.009 | ||||
| Age, years | 61 (10) | 72 (9) | <0.0001 | ||||
| Male sex | 487 | 38 | 103 | 61 | <0.0001 | ||
| Body mass indexa | 23 (3) | 22 (3) | 0.016 | ||||
| Systolic BP, mm Hg | 132 (20) | 144 (24) | <0.0001 | ||||
| Diastolic BP, mm Hg | 79 (11) | 81 (12) | 0.056 | ||||
| HbA1c, % | 5.2 (0.7) | 5.4 (1.2) | 0.033 | ||||
| Blood urea nitrogen, mmol/l | 5.7 (1.4) | 6.4 (1.9) | <0.0001 | ||||
| Creatinine, µmol/l | 74 (15) | 85 (22) | <0.0001 | ||||
| Uric acid, µmol/l | 286 (83) | 321 (89) | <0.0001 | ||||
| C-reactive proteinb, mg/dl | 0.19 | 0.22 | 0.0004 | ||||
| Range | 0.1–11.5 | 0.1–5.2 | |||||
| Albumin, g/l | 44 (2) | 42 (3) | <0.0001 | ||||
| Total cholesterol, mmol/l | 5.2 (0.9) | 4.9 (0.9) | <0.0001 | ||||
| HDL cholesterol, mmol/l | 1.5 (0.4) | 1.5 (0.4) | 0.485 | ||||
| Triglyceridesb, mmol/l | 1.10 | 1.09 | 0.837 | ||||
| Range | 0.32–14.4 | 0.34–4.73 | |||||
| AST, units/l | 28 (5) | 28 (6) | 0.485 | ||||
| ALT, units/l | 26 (4) | 26 (3) | 0.460 | ||||
| γ-GTPb, units/l | 18 | 22 | 0.043 | ||||
| Range | 1–310 | 3–896 | |||||
| Smoking | 187 | 15 | 47 | 28 | <0.0001 | ||
| Alcohol | 268 | 21 | 40 | 24 | 0.429 | ||
| Antihypertensive medication | 234 | 18 | 48 | 28 | 0.02 | ||
| Antihyperlipidemic medication | 60 | 5 | 12 | 7 | 0.228 | ||
| Antidiabetic medication | 32 | 2 | 8 | 5 | 0.148 | ||
Data are mean (SD), geometric mean, range, or percent.
Abbreviations: HGF, hepatocyte growth factor; SD, standard deviation; BP, blood pressure; HbA1c, glycosylated hemoglobin A1c; HDL, high density lipoprotein; AST, Aspartate aminotransferase; ALT, Alanine aminotransferase; γ-GTP, γ-glutamyl transpeptidase.
aWeight (kg)/height (m)2.
bThese variables are shown in the original scale after analysis using log (natural)-transformed values.
Univariate regression coefficients for all-cause death from a Cox proportional hazards regression model
| Variable (increment) | Beta | SE | Hazard ratio | 95% CI |
|
| HGF (0.09 ng/ml) | 3.271 | 0.721 | 1.35 | 1.19, 1.54 | <0.0001 |
| Age (10 years) | 0.103 | 0.008 | 2.95 | 2.49, 3.49 | <0.0001 |
| Male sex | 0.835 | 0.185 | 2.31 | 1.60, 3.32 | <0.0001 |
| Body mass indexa (3 kg/m2) | −0.067 | 0.025 | 0.81 | 0.69, 0.95 | 0.009 |
| Systolic BP (20 mm Hg) | 0.021 | 0.003 | 1.57 | 1.38, 1.79 | <0.0001 |
| Diastolic BP (11 mm Hg) | 0.012 | 0.006 | 1.15 | 0.99, 1.34 | 0.060 |
| HbA1c (0.7%) | 0.210 | 0.069 | 1.18 | 1.06, 1.31 | 0.002 |
| Blood urea nitrogen (1.4 mmol/l) | 0.089 | 0.016 | 1.44 | 1.26, 1.65 | <0.0001 |
| Creatinine (16.4 µmol/l) | 1.452 | 0.168 | 1.30 | 1.22, 1.38 | <0.0001 |
| Uric acid (59.4 µmol/l) | 0.244 | 0.050 | 1.40 | 1.22, 1.61 | <0.0001 |
| C-reactive proteinb (1.8 times) | 0.328 | 0.104 | 1.39 | 1.13, 1.70 | 0.002 |
| Albumin (2 g/l) | −2.253 | 0.268 | 0.56 | 0.49, 0.64 | <0.0001 |
| Total cholesterol (0.87 mmol/l) | −0.011 | 0.002 | 0.68 | 0.58, 0.80 | <0.0001 |
| HDL cholesterol (0.36 mmol/l) | −0.003 | 0.005 | 0.99 | 0.82, 1.11 | 0.557 |
| Triglyceridesb (1.1 times) | −0.038 | 0.153 | 0.96 | 0.71, 1.30 | 0.804 |
| AST (5 units/l) | 0.011 | 0.014 | 1.06 | 0.91, 1.24 | 0.447 |
| ALT (3 units/l) | −0.020 | 0.027 | 0.93 | 0.77, 1.13 | 0.463 |
| γ-GTPb (2.2 times) | 0.224 | 0.102 | 1.25 | 1.03, 1.53 | 0.030 |
| Smoking | 0.785 | 0.172 | 2.19 | 1.57, 3.07 | <0.0001 |
| Alcohol | 0.172 | 0.181 | 1.19 | 0.83, 1.69 | 0.341 |
| Antihypertensive medication | 0.545 | 0.170 | 1.73 | 1.23, 2.41 | 0.001 |
| Antihyperlipidemic medication | 0.428 | 0.299 | 1.54 | 0.85, 2.76 | 0.152 |
| Antidiabetic medication | 0.592 | 0.362 | 1.81 | 0.89, 3.68 | 0.102 |
Abbreviations: HGF, hepatocyte growth factor; BP, blood pressure; HDL, high-density lipoprotein; AST, aspartate aminotransferase; ALT, alanine aminotransferase; γ-GTP, γ-glutamyl transpeptidase.
aWeight (kg)/height (m)2.
bThese variables are shown in the original scale after analysis using log (natural)-transformed values. These values indicate hazard ratios per times increase.
Figure 1.(A) Kaplan-Meier survival curves for all-cause death, stratified by quartile of hepatocyte growth factor (HGF), after adjustment for age and sex. (B) Kaplan-Meier survival curves for cancer death, stratified by quartile of hepatocyte growth factor (HGF), after adjustment for age and sex.
Univariate regression coefficients for cancer death from a Cox proportional hazards regression model
| Dependent variable (increment) | Beta | SE | Hazard ratioc | 95% CI |
|
| HGF (0.09 ng/ml) | 3.949 | 1.185 | 1.44 | 1.16, 1.78 | <0.001 |
| Age (10 years) | 0.072 | 0.013 | 2.14 | 1.62, 2.82 | <0.0001 |
| Male sex | 0.919 | 0.295 | 2.51 | 1.41, 4.47 | 0.001 |
| Body mass indexa (3 kg/m2) | −0.005 | 0.042 | 0.98 | 0.76, 1.27 | 0.894 |
| Systolic BP (20 mm Hg) | 0.013 | 0.005 | 1.31 | 1.04, 1.66 | 0.024 |
| Diastolic BP (11 mm Hg) | 0.009 | 0.011 | 1.11 | 0.87, 1.43 | 0.413 |
| HbA1c (0.7%) | 0.280 | 0.100 | 1.24 | 1.07, 1.45 | 0.005 |
| Blood urea nitrogen (1.4 mmol/l) | 0.058 | 0.029 | 1.27 | 1.01, 1.61 | 0.044 |
| Creatinine (16.4 µmol/l) | 1.042 | 0.409 | 2.84 | 1.27, 6.32 | 0.011 |
| Uric acid (59.4 µmol/l) | 0.101 | 0.090 | 1.15 | 0.90, 1.47 | 0.259 |
| C-reactive proteinb (1.8 times) | 0.320 | 0.174 | 1.38 | 0.98, 1.94 | 0.066 |
| Albumin (2 g/l) | −1.828 | 0.471 | 0.63 | 0.49, 0.79 | <0.001 |
| Total cholesterol (0.87 mmol/l) | −0.015 | 0.004 | 0.58 | 0.44, 0.76 | <0.0001 |
| HDL cholesterol (0.36 mmol/l) | −0.009 | 0.009 | 0.87 | 0.67, 1.14 | 0.327 |
| Triglyceridesb (1.1 times) | −0.019 | 0.257 | 0.98 | 0.59, 1.62 | 0.940 |
| AST (5 units/l) | −0.007 | 0.031 | 0.96 | 0.69, 1.33 | 0.813 |
| ALT (3 units/l) | −0.033 | 0.051 | 0.89 | 0.63, 1.26 | 0.508 |
| γ-GTPb (2.2 times) | 0.123 | 0.181 | 1.13 | 0.79, 1.61 | 0.496 |
| Smoking | 0.828 | 0.288 | 2.29 | 1.30, 4.03 | 0.004 |
| Alcohol | 0.422 | 0.287 | 1.53 | 0.87, 2.68 | 0.141 |
| Antihypertensive medication | −0.127 | 0.347 | 0.88 | 0.45, 1.74 | 0.714 |
| Antihyperlipidemic medication | 0.621 | 0.467 | 1.86 | 0.75, 4.66 | 0.183 |
| Antidiabetic medication | 0.951 | 0.517 | 2.59 | 0.94, 7.15 | 0.066 |
Abbreviations: SE, standard error; HGF, hepatocyte growth factor; BP, blood pressure, HDL, high-density lipoprotein, AST, aspartate aminotransferase; ALT, alanine aminotransferase; γ-GTP, γ-glutamyl transpeptidase.
aWeight (kg)/height (m)2.
bThese variables are shown in the original scale after analysis using log (natural)-transformed values. These values indicate hazard ratios per times increase.
cHazard ratio per 1-increment increase in variable.
Multivariate proportional hazards regression analysis of all-cause death
| Dependent variable (increment) | Beta | SE | Hazard ratioc | 95% CI |
|
| Age (10 years) | 0.088 | 0.013 | 2.53 | 1.90, 3.37 | <0.0001 |
| Systolic BP (20 mm Hg) | 0.013 | 0.005 | 1.32 | 1.08, 1.63 | 0.007 |
| HGF (0.09 ng/ml) | 2.593 | 1.006 | 1.27 | 1.06, 1.52 | 0.009 |
| Albumin (2 g/l) | −1.019 | 0.460 | 0.77 | 0.61, 0.97 | 0.026 |
| Smoking | 0.654 | 0.298 | 1.93 | 1.07, 3.45 | 0.028 |
| Creatinine (16.4 µmol/l) | 0.706 | 0.311 | 2.03 | 1.10, 5.73 | 0.033 |
| γ-GTPb (2.2 times) | 0.072 | 0.110 | 1.19 | 0.96, 1.48 | 0.109 |
| C-reactive proteinb (1.8 times) | 0.160 | 0.106 | 1.17 | 0.96, 1.44 | 0.128 |
| Hypertensive medication | −0.382 | 0.263 | 0.68 | 0.41, 1.14 | 0.146 |
| Blood urea nitrogen (1.4 mmol/l) | 0.038 | 0.027 | 1.17 | 0.94, 1.46 | 0.161 |
| HbA1c (0.7%) | 0.133 | 0.114 | 1.11 | 0.93, 1.32 | 0.242 |
| Total cholesterol (0.87 mmol/l) | −0.002 | 0.003 | 0.91 | 0.71, 1.17 | 0.455 |
| Uric acid (59.4 µmol/l) | 0.040 | 0.086 | 1.06 | 0.84, 1.34 | 0.639 |
| Male sex | 0.107 | 0.296 | 1.11 | 0.62, 1.99 | 0.716 |
| Body mass indexa (3 kg/m2) | 0.003 | 0.038 | 1.01 | 0.80, 1.28 | 0.924 |
Abbreviations: HGF, hepatocyte growth factor; SE, standard error; BP, blood pressure; γ-GTP, γ-glutamyl transpeptidase.
aWeight (kg)/height (m)2.
bThese variables are shown in the original scale after analysis using log (natural)-transformed values. These values indicate hazard ratios per times increase.
cHazard ratio per 1-increment increase in variable.
Multivariate proportional hazards regression analysis of cancer death
| Dependent variable (increment) | Beta | SE | Hazard ratioa | 95% CI |
|
| Age (10 years) | 0.065 | 0.017 | 2.00 | 1.39, 2.87 | <0.001 |
| HGF (0.09 ng/ml) | 2.929 | 1.267 | 1.31 | 1.04, 1.65 | 0.020 |
| Total cholesterol (0.87 mmol/l) | −0.010 | 0.005 | 0.68 | 0.48, 0.97 | 0.034 |
| Blood urea nitrogen (1.4 mmol/l) | 0.059 | 0.034 | 1.28 | 0.97, 1.68 | 0.082 |
| HbA1c (0.7%) | 0.193 | 0.123 | 1.16 | 0.96, 1.41 | 0.116 |
| Male sex | 0.547 | 0.408 | 1.73 | 0.78, 3.85 | 0.180 |
| Albumin (2 g/l) | −0.787 | 0.630 | 0.82 | 0.59, 1.12 | 0.211 |
| Smoking | 0.472 | 0.383 | 1.60 | 0.76, 3.40 | 0.217 |
| Creatinine (16.4 µmol/l) | 0.506 | 0.567 | 1.66 | 0.55, 5.04 | 0.371 |
| Systolic BP (20 mm Hg) | 0.003 | 0.007 | 1.08 | 0.81, 1.45 | 0.608 |
Abbreviations: HGF, hepatocyte growth factor; SE, standard error; BP, blood pressure.
aHazard ratio per 1-increment increase in variable.