| Literature DB >> 25737613 |
Anthony W H Chan1, Stephen L Chan2, Frankie K F Mo3, Grace L H Wong4, Vincent W S Wong4, Yue-Sun Cheung5, Henry L Y Chan4, Winnie Yeo3, Paul B S Lai6, Ka-Fai To7.
Abstract
Prognosis of patients with hepatocellular carcinoma (HCC) depends on both tumour extent and hepatic function reserve. Liver function test (LFT) is a basic routine blood test to evaluate hepatic function. We first analysed LFT components and their associated scores in a training cohort of 217 patients who underwent curative surgery to identify LFT parameters with high performance (discriminatory capacity, homogeneity, and monotonicity of gradient). We derived a novel index, albumin-to-alkaline phosphatase ratio (AAPR), which had the highest c-index (0.646) and χ(2) (24.774) among other liver biochemical parameters. The AAPR was an independent prognostic factor for overall and disease-free survival. The adjusted hazard ratio of death and tumour relapse was 2.36 (P = 0.002) and 1.85 (P = 0.010), respectively. The independent prognostic significance of AAPR on top of 5 commonly used and well established staging systems was further confirmed in 2 independent cohorts of patients receiving surgical resection (n = 256) and palliative therapy (n = 425). In summary, the AAPR is a novel index readily derived from a simple low-cost routine blood test and is an independent prognostic indicator for patients with HCC regardless of treatment options.Entities:
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Year: 2015 PMID: 25737613 PMCID: PMC4337043 DOI: 10.1155/2015/564057
Source DB: PubMed Journal: Dis Markers ISSN: 0278-0240 Impact factor: 3.434
Clinicopathological characteristics of 3 independent cohorts.
| Training cohort | Validation cohort I | Validation cohort II | |
|---|---|---|---|
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| |
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| Male gender | 183 (84.3%) | 223 (87.1%) | 378 (88.9%) |
| Age (years, mean ± SD) | 54.0 ± 11.4 | 57.8 ± 10.1 | 60.4 ± 12.1 |
| Hepatitis B | 190 (87.6%) | 208 (81.2%) | 346 (81.4%) |
| Hepatitis C | 7 (3.2%) | 9 (3.5%) | 28 (6.6%) |
| Non-B/non-C | |||
| Alcohol liver disease | 4 (1.8%) | 7 (2.7%) | NA |
| Nonalcoholic fatty liver disease | 10 (4.6%) | 24 (9.4%) | NA |
| No known chronic liver disease | 6 (2.8%) | 8 (3.1%) | NA |
| Child-Pugh class | |||
| A | 207 (95.4%) | 253 (98.8%) | 266 (62.6%) |
| B | 9 (4.1%) | 3 (1.2%) | 132 (31.1%) |
| C | 1 (0.5%) | 0 (0.0%) | 27 (6.3%) |
| Liver function test | |||
| Albumin (g/L, mean ± SD) | 38.6 ± 4.7 | 41.0 ± 4.4 | 36.5 ± 15.8 |
| Bilirubin ( | 12.6 ± 11.7 | 11.3 ± 5.8 | 39.0 ± 68.1 |
| ALT (IU/L, mean ± SD) | 61.6 ± 44.4 | 51.7 ± 39.1 | 80.0 ± 68.9 |
| ALP (IU/L, mean ± SD) | 97.5 ± 39.5 | 96.0 ± 70.7 | 208.6 ± 157.5 |
| Albumin/ALP (AAPR, median) | 0.45 (IQR: 0.33–0.54) | 0.48 (IQR: 0.38–0.63) | 0.21 (IQR: 0.13–0.33) |
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| |||
| Tumour size (cm, mean ± SD) | 5.2 ± 3.2 | 5.2 ± 3.8 | 9.2 ± 4.8 |
| Histological grade | |||
| Well-differentiated | 31 (14.3%) | 45 (17.6%) | NA |
| Moderately differentiated | 150 (69.1%) | 187 (73.3%) | NA |
| Poorly differentiated | 36 (16.6%) | 23 (9.0%) | NA |
| Multiple tumours | 51 (23.5%) | 57 (22.3%) | 304 (71.5%) |
| Vascular invasion | 63 (28.6%) | 70 (27.3%) | 163 (38.4%) |
| Liver capsular breach | 22 (10.1%) | 22 (8.6%) | NA |
| Lymph node metastasis | 0 (0.0%) | 0 (0.0%) | 63 (14.8%) |
| Distant metastasis | 0 (0.0%) | 0 (0.0%) | 82 (19.3%) |
| AJCC stage | |||
| I | 118 (54.4%) | 155 (60.5%) | 73 (17.2%) |
| II | 55 (25.3%) | 54 (21.1%) | 95 (22.4%) |
| III | 44 (20.3%) | 47 (18.4%) | 141 (33.2%) |
| IV | 0 (0%) | 0 (0%) | 116 (27.3%) |
| BCLC stage | |||
| 0/A | 155 (74.4%) | 207 (80.9%) | 26 (6.1%) |
| B | 16 (7.4%) | 16 (6.2%) | 103 (24.2%) |
| C | 45 (20.7%) | 33 (12.9%) | 266 (62.6%) |
| D | 1 (0.5%) | 0 (0%) | 30 (7.1%) |
| CLIP score | |||
| 0 | 109 (50.2%) | 148 (57.8%) | 29 (6.8%) |
| 1 | 69 (31.8%) | 76 (29.7%) | 71 (16.7%) |
| 2 | 31 (14.3%) | 27 (10.5%) | 97 (22.8%) |
| 3 | 6 (2.8%) | 5 (2.0%) | 106 (24.9%) |
| 4/5/6 | 2 (0.9%) | 0 (0%) | 122 (28.7%) |
| CUPI score | |||
| Low risk | 202 (93.1%) | 243 (94.9%) | 167 (39.3%) |
| Intermediate risk | 14 (6.5%) | 12 (4.7%) | 187 (44.0%) |
| High risk | 1 (0.5%) | 0 (0%) | 71 (16.7%) |
| JIS score | |||
| 0 | 18 (8.3%) | 35 (13.7%) | 0 (0%) |
| 1 | 106 (48.8%) | 130 (50.8%) | 59 (13.9%) |
| 2 | 68 (31.3%) | 55 (21.5%) | 167 (39.3%) |
| 3/4/5 | 25 (11.6%) | 36 (14.1%) | 199 (46.8%) |
| Serum AFP ( | 90.0 (IQR: 10.5–1042.0) | 37.0 (IQR: 4.2–382.8) | 357.0 (IQR: 21.0–15430.0) |
IQR: interquartile range; NA: not available; SD: standard derivation.
The discriminatory ability, homogeneity, and monotonicity of tumour stages and liver function parameters in prognostication in the training cohort.
| Prognostic factor | Overall survival | Disease-free survival | ||
|---|---|---|---|---|
| LR test ( |
| LR test ( |
| |
| Tumour stage | ||||
| AJCC | 56.935 | 0.723 | 57.338 | 0.702 |
| BCLC | 33.721 | 0.649 | 36.753 | 0.637 |
| CLIP | 27.807 | 0.663 | 34.951 | 0.662 |
| CUPI | 4.214 | 0.531 | 6.694 | 0.538 |
| JIS | 46.120 | 0.708 | 37.194 | 0.669 |
| Liver function | ||||
| Albumin | 17.358 | 0.626 | 10.006 | 0.594 |
| Bilirubin | 7.362 | 0.571 | 5.543 | 0.534 |
| ALT | 4.286 | 0.564 | 5.241 | 0.548 |
| ALP | 14.635 | 0.612 | 13.539 | 0.600 |
| Albumin/ALP (AAPR) | 24.774 | 0.646 | 21.331 | 0.627 |
| MELD | 10.809 | 0.592 | 11.333 | 0.572 |
| Child-Pugh score | 9.243 | 0.557 | 5.535 | 0.539 |
Figure 1Kaplan-Meier survival plots stratified by albumin-to-alkaline phosphatase ratio in (a and b) The training cohort of patients underwent curative surgery; (c and d) the validation cohorts of patients underwent curative surgery, and (e) receiving palliative therapy.
Univariate and multivariate analyses of prognostic factors in the training cohort.
| Prognostic factor | Overall survival | Disease-free survival | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Univariate | Multivariate | Univariate | Multivariate | |||||||||
| HR | 95% CI |
| HR | 95% CI |
| HR | 95% CI |
| HR | 95% CI |
| |
| Patient factors | ||||||||||||
| Male gender | 1.726 | 0.895–3.332 | 0.104 | 1.635 | 0.952–2.806 | 0.075 | ||||||
| Age | 1.021 | 1.002–1.040 | 0.027 | 1.015 | 0.996–1.036 | 0.126 | 1.012 | 0.996–1.029 | 0.134 | |||
| Hepatitis B | 0.888 | 0.493–1.597 | 0.691 | 0.953 | 0.571–1.591 | 0.855 | ||||||
| Hepatitis C | 1.353 | 0.495–3.699 | 0.556 | 1.401 | 0.614–3.198 | 0.423 | ||||||
| Cirrhosis | 1.921 | 1.229–3.002 | 0.004 | 1.901 | 1.194–3.028 | 0.007 | 1.430 | 0.991–2.063 | 0.056 | |||
| Tumour factors | ||||||||||||
| Tumour size (cm) | 1.006 | 1.000–1.011 | 0.034 | 1.005 | 1.000–1.010 | 0.034 | ||||||
| Histological grade | 4.125 | 1.673–10.171 | 0.002 | 1.136 | 0.752–1.717 | 0.545 | 3.285 | 1.666–6.480 | 0.001 | 1.107 | 0.780–1.570 | 0.570 |
| Multiple tumours | 3.120 | 2.021–4.816 | <0.001 | 2.885 | 1.965–4.236 | <0.001 | ||||||
| Vascular invasion | 4.371 | 2.862–6.676 | <0.001 | 3.159 | 2.181–4.576 | <0.001 | ||||||
| AJCC stage | 2.657 | 2.079–3.395 | <0.001 | 2.265 | 1.719–2.985 | <0.001 | 2.400 | 1.937–2.972 | <0.001 | 2.077 | 1.623–2.658 | <0.001 |
| BCLC stage | 1.938 | 1.569–2.393 | <0.001 | 1.859 | 1.540–2.243 | <0.001 | ||||||
| CLIP score | 1.773 | 1.458–2.156 | <0.001 | 1.790 | 1.500–2.136 | <0.001 | ||||||
| CUPI score | 2.047 | 1.130–3.707 | 0.018 | 2.266 | 1.341–3.830 | 0.002 | ||||||
| JIS score | 2.142 | 1.762–2.604 | <0.001 | 1.883 | 1.564–2.268 | <0.001 | ||||||
| Blood parameters | ||||||||||||
| AFP ≥500 | 1.893 | 1.244–2.883 | 0.003 | 1.465 | 0.916–2.341 | 0.111 | 1.985 | 1.384–2.847 | <0.001 | 1.422 | 0.955–2.118 | 0.083 |
| AAPR (>0.68/0.23–0.68/<0.23) | 3.347 | 1.966–5.699 | <0.001 | 2.357 | 1.354–4.102 | 0.002 | 2.464 | 1.550–3.916 | <0.001 | 1.852 | 1.158–2.964 | 0.010 |
| MELD | 2.951 | 1.419–6.136 | 0.004 | 0.999 | 0.894–1.119 | 0.875 | 1.197 | 1.086–1.321 | <0.001 | 1.068 | 0.964–1.184 | 0.208 |
Tumour size, multiplicity, vascular invasion, and staging systems with lower c-index than AJCC were excluded in the multivariate analyses to minimize multicollinearity.
Multivariate analyses of combination of AAPR and established staging systems in the validation cohorts.
| Prognostic factor | Validation cohort 1 | Validation cohort 2 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Overall survival | Disease-free survival | Overall survival | |||||||
| Hazard ratio | 95% CI |
| Hazard ratio | 95% CI |
| Hazard ratio | 95% CI |
| |
| AJCC | 2.329 | 1.701–3.189 | <0.001 | 1.784 | 1.407–2.262 | <0.001 | 1.474 | 1.322–1.643 | <0.001 |
| AAPR (>0.68/0.23–0.68/<0.23) | 1.926 | 1.060–3.500 | 0.031 | 1.577 | 1.010–2.460 | 0.045 | 2.185 | 1.780–2.683 | <0.001 |
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| BCLC | 1.721 | 1.288–2.301 | <0.001 | 1.567 | 1.246–1.971 | <0.001 | 2.119 | 1.771–2.535 | <0.001 |
| AAPR (>0.68/0.23–0.68/<0.23) | 2.505 | 1.358–4.620 | 0.003 | 1.496 | 1.046–2.140 | 0.027 | 1.791 | 1.448–2.216 | <0.001 |
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| CLIP | 1.641 | 1.220–2.207 | 0.001 | 1.398 | 1.109–1.764 | 0.005 | 1.678 | 1.539–1.829 | <0.001 |
| AAPR (>0.68/0.23–0.68/<0.23) | 2.787 | 1.544–5.031 | 0.001 | 1.682 | 1.190–2.378 | 0.003 | 1.518 | 1.225–1.881 | <0.001 |
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| CUPI | 3.498 | 1.553–7.878 | 0.003 | 2.810 | 1.365–5.786 | 0.005 | 2.238 | 1.866–2.685 | <0.001 |
| AAPR (>0.68/0.23–0.68/<0.23) | 2.500 | 1.327–4.709 | 0.005 | 1.622 | 1.135–2.318 | 0.008 | 1.306 | 1.024–2.685 | 0.0312 |
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| JIS | 2.221 | 1.660–2.972 | <0.001 | 1.664 | 1.343–2.063 | <0.001 | 1.816 | 1.599–2.062 | <0.001 |
| AAPR (>0.68/0.23–0.68/<0.23) | 2.144 | 1.173–3.921 | 0.013 | 1.449 | 1.013–2.073 | 0.042 | 1.644 | 1.325–2.040 | <0.001 |