| Literature DB >> 28333991 |
Yu-Wen Su1,2, Po-Hong Liu1,2, Chia-Yang Hsu2,3, Yun-Hsuan Lee1,2, Cheng-Yuan Hsia2,4, Shu-Yein Ho1, Ming-Chih Hou1,2, Harn-Shen Chen1,2, Teh-Ia Huo1,2,5.
Abstract
BACKGROUND: Diabetes mellitus (DM) is associated with higher incidence and poorer prognosis of hepatocellular carcinoma (HCC). The influence of DM on patient survival in different HCC stages is not known.Entities:
Mesh:
Year: 2017 PMID: 28333991 PMCID: PMC5363902 DOI: 10.1371/journal.pone.0174333
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Demographic, clinical, and staging information of the entire hepatocellular carcinoma cohort.
| n = 3,182 | BCLC Stage 0 | BCLC Stage A | BCLC Stage B | BCLC Stage C | BCLC Stage D | |
|---|---|---|---|---|---|---|
| Age (years, mean ± SD) | 63.3 ± 11.8 | 64.9 ± 11.6 | 64.2 ± 13.6 | 63.8 ± 13.6 | 66.5 ± 14.8 | 0.004 |
| Male gender, n (%) | 185 (69.8) | 528 (71.9) | 414 (82.3) | 1002 (78.3) | 310 (78.3) | <0.001 |
| Diabetes mellitus, n (%) | 58 (22) | 177 (24.1) | 110 (21.9) | 346 (27.2) | 107 (27.1) | 0.081 |
| ECOG, n (%) | <0.001 | |||||
| Performance status = 0 | 265 (100) | 736 (100) | 503 (100) | 296 (23.1) | 6 (1.5) | |
| Performance status = 1 | 0 (0) | 0 (0) | 0 (0) | 680 (53.0) | 24 (6.1) | |
| Performance status = 2 | 0 (0) | 0 (0) | 0 (0) | 306 (23.9) | 30 (7.6) | |
| Performance status = 3 | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 225 (56.8) | |
| Performance status = 4 | 0 (0) | 0 (0) | 0 (0) | 0 (0) | 111 (28.0) | |
| Vascular invasion, n (%) | 0 (0) | 0 (0) | 0 (0) | 591 (46.1) | 215 (54.3) | <0.001 |
| Hepatitis B, n (%) | 141 (53.2) | 377 (51.2) | 299 (59.4) | 705 (55.0) | 197 (49.7) | 0.019 |
| Hepatitis C, n (%) | 105 (39.6) | 290 (39.4) | 124 (24.7) | 341 (26.6) | 114 (28.8) | 0.001 |
| Alcoholism, n (%) | 28 (10.6) | 98 (13.3) | 67 (13.3) | 298 (23.2) | 91 (23.0) | <0.001 |
| Laboratory values (mean ± SD) | ||||||
| Albumin (g/dl) | 4.0 ± 0.5 | 3.9 ± 0.5 | 3.9 ± 0.5 | 3.6 ± 0.6 | 3.0 ± 0.6 | <0.001 |
| Bilirubin (mg/dl) | 0.86 ± 0.39 | 0.94 ± 0.62 | 0.94 ± 0.83 | 1.42 ± 2.16 | 4.15 ± 5.85 | <0.001 |
| INR (ratio) | 1.04 ± 0.09 | 1.06 ± 0.12 | 1.04 ± 0.12 | 1.10 ± 0.14 | 1.27 ± 0.33 | <0.001 |
| AFP (ng/ml) | 136 ± 411 | 733 ± 9959 | 6281 ± 31499 | 32184 ± 165949 | 58138 ± 135642 | <0.001 |
| Platelet (1000/mm3) | 133.8 ± 64.3 | 137.5 ± 62.3 | 174.5 ± 85.6 | 186.5 ± 106.2 | 196.6 ± 119.6 | <0.001 |
| Na (mEq/l) | 139.4 ± 3.2 | 139.9 ± 3.0 | 139.6 ± 2.8 | 137.8 ± 3.8 | 134.9 ± 5.2 | <0.001 |
| eGFR | 76.0 ± 22.0 | 74.4 ± 24.1 | 75.4 ± 24.8 | 78.2 ± 36.5 | 68.2 ± 40.0 | <0.001 |
| Ascites, n (%) | 8 (3) | 46 (6.3) | 22 (4.4) | 388 (30.3) | 279 (70.5) | <0.001 |
| Variceal bleeding, n (%) | 2 (0.8) | 9 (1.2) | 5 (1.0) | 53 (4.1) | 43 (10.9) | <0.001 |
| Total tumor volume (ml) | 2.3 ± 1.3 | 17.1 ± 15.4 | 337.9 ± 541.1 | 570.0 ± 864.9 | 670.8 ± 1051.0 | <0.001 |
| Median follow-up duration (month) | 45 (25–78) | 37 (17–68) | 27 (12–59) | 9 (3–26) | 2 (1–9) | <0.001 |
| Child-Turcotte-Pugh class (A/B/C), n (%) | 265/0/0 (100/0/0) | 651/85/0 (88.5/11.5/0) | 459/44/0 (91.3/8.7/0) | 873/409/0 (68.1/31.9/0) | 76/164/156 (19.2/41.4/39.4) | <0.001 |
| MELD score (mean ± SD) | 8.2 ± 2.3 | 8.8 ± 2.9 | 8.7 ± 2.7 | 9.9 ± 3.7 | 14.8 ± 6.6 | <0.001 |
| Treatment modalities (resection/ablation/TACE/systemic therapy/others), % | 38/50/11/0/1 | 42/35/21/0/2 | 42/7/45/2/4 | 22/11/32/17/18 | 3/9/14/14/60 | <0.001 |
* eGFR: estimated glomerular filtration rate, calculated by the four-variable modification of diet in renal disease (MDRD) equation.
Data were demonstrated as medians (interquartile range)
Abbreviations: BCLC, Barcelona Clínic Liver Cancer classification; ECOG, Eastern Cooperative Oncology Group scale; INR, international normalized ratio for prothrombin time; AFP, Alpha-fetoprotein; Na, plasma sodium level; MELD, Model for End-Stage Liver Disease.
Fig 1Prevalence of Diabetes Mellitus (DM) in different BCLC stages.
A trend toward increasing DM prevalence in more advanced BCLC stages is seen at a marginal significance (p for trend = 0.048).
Fig 2Cumulative survival rates of diabetic and non-diabetic patients among different BCLC staging groups.
Differences in survival between diabetic and non-diabetic patients are significant in the whole cohort (p = 0.017, panel A), BCLC stage 0 and stage A (p< 0.001, panel B), and BCLC stage B (p = 0.012, panel C), but not in BCLC stage C and stage D (p = 0.132, panel D).
Univariate and multivariate Cox survival analysis in the entire hepatocellular carcinoma cohort.
| n = 3,182 | Crude Hazard Ratio | Adjusted Hazard Ratio | ||
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | |||
| Diabetes mellitus (no/yes) | 1.17 (1.03–1.33) | 0.019 | 1.09 (0.95–1.25) | 0.199 |
| Age (per 10 years increment) | 1.05 (1.00–1.10) | 0.030 | 1.14 (1.09–1.20) | <0.001 |
| Male gender (female/male) | 1.16 (1.01–1.33) | 0.039 | 1.07 (0.92–1.24) | 0.370 |
| Hepatitis B (negative/positive) | 0.93 (0.83–1.04) | 0.222 | - | - |
| Hepatitis C (negative/positive) | 0.84 (0.74–0.95) | 0.007 | 0.97 (0.85–1.12) | 0.702 |
| Alcoholism (no/yes) | 1.37 (1.19–1.59) | <0.001 | 1.16 (0.99–1.35) | 0.064 |
| Albumin (per 1 g/dl increment) | 0.38 (0.35–0.42) | <0.001 | 0.55 (0.50–0.61) | <0.001 |
| Bilirubin (per 1 mg/dl increment) | 1.14 (1.13–1.15) | <0.001 | 1.07 (1.05–1.09) | <0.001 |
| INR (per 1.0 increment) | 4.80 (3.92–5.87) | <0.001 | 1.59 (1.18–2.13) | 0.002 |
| Sodium (per 1 mEq/l increment) | 0.90 (0.89–0.92) | <0.001 | 0.98 (0.97–1.00) | 0.029 |
| AFP (per 10,000 ng/ml increment) | 1.01 (1.01–1.01) | <0.001 | 1.01 (1.01–1.01) | <0.001 |
| eGFR (per 10 mL/min/1.73 m2 increment) | 0.96 (0.94–0.98) | <0.001 | 0.98 (0.96–0.99) | 0.010 |
| Variceal bleeding (no/yes) | 2.17 (1.66–2.83) | <0.001 | 1.13 (0.85–1.49) | 0.404 |
| Total tumor volume (per 1,000 ml increment) | 1.54 (1.48–1.61) | <0.001 | 1.22 (1.15–1.30) | <0.001 |
| Vascular invasion (no/yes) | 5.01 (4.42–5.68) | <0.001 | 3.20 (2.77–3.70) | <0.001 |
| Ascites (no/yes) | 3.52 (3.11–3.99) | <0.001 | 1.72 (1.48–1.99) | <0.001 |
| Platelet count (per 10,000 mm3 increment) | 1.03 (1.02–1.03) | <0.001 | 1.01 (1.01–1.02) | <0.001 |
Factors with P value < 0.1 in the univariate analysis were introduced into the Cox multivariate survival analysis.
The forepart of the parentheses was set as the reference group in univariate and multivariate analysis.
AFP, alpha-fetoprotein; CI, confidence interval; eGFR, estimated glomerular filtration rate; HR, hazard ratio; INR, international normalized ratio
Univariate and multivariate Cox survival analysis in patients with BCLC stage 0 and stage A hepatocellular carcinoma.
| n = 1,001 | Crude Hazard Ratio | Adjusted Hazard Ratio | ||
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | |||
| Diabetes mellitus (no/yes) | 1.61 (1.23–2.12) | 0.001 | 1.45 (1.08–1.93) | 0.013 |
| Age (per 10 years increment) | 1.24 (1.11–1.38) | <0.001 | 1.11 (0.98–1.26) | 0.089 |
| Male gender (female/male) | 1.02 (0.77–1.43) | 0.902 | - | - |
| Hepatitis B (negative/positive) | 0.66 (0.52–0.85) | 0.001 | 0.73 (0.52–1.01) | 0.054 |
| Hepatitis C (negative/positive) | 1.37 (1.07–1.76) | 0.012 | 0.87 (0.63–1.22) | 0.424 |
| Alcoholism (no/yes) | 1.21 (0.84–1.74) | 0.309 | - | - |
| Albumin (per 1 g/dl decrement) | 2.33 (1.85–2.94) | <0.001 | 1.82 (1.37–2.38) | <0.001 |
| Bilirubin (per 1 mg/dl increment) | 1.51 (1.29–1.76) | <0.001 | 1.27 (1.07–1.52) | 0.008 |
| INR (per 1.0 increment) | 3.58 (1.61–7.97) | 0.002 | 1.37 (0.43–4.30) | 0.593 |
| Sodium (per 1 mEq/l increment) | 1.03 (0.99–1.07) | 0.210 | - | - |
| AFP (per 10,000 ng/ml increment) | 1.30 (1.17–1.44) | <0.001 | 1.34 (1.20–1.48) | <0.001 |
| eGFR (per 10 mL/min/1.73 m2 decrement) | 1.12 (1.06–1.19) | <0.001 | 1.11 (1.04–1.19) | 0.001 |
| Variceal bleeding (no/yes) | 1.39 (0.44–4.33) | 0.574 | - | - |
| Total tumor volume (per 1,000 ml increment) | 1.05 (0.96–1.14) | 0.274 | - | - |
| Vascular invasion (no/yes) | - | - | - | - |
| Ascites (no/yes) | 1.55 (0.90–2.65) | 0.114 | - | - |
| Platelet count (per 10,000 mm3 decrement) | 1.05 (1.03–1.08) | <0.001 | 1.03 (1.0–1.05) | 0.029 |
Factors with P value < 0.1 in the univariate analysis were introduced into the Cox multivariate survival analysis.
The forepart of the parentheses was set as the reference group in univariate and multivariate analysis.
AFP, alpha-fetoprotein; CI, confidence interval; eGFR, estimated glomerular filtration rate; HR, hazard ratio; INR, international normalized ratio
Univariate and multivariate Cox survival analysis in patients with BCLC stage B hepatocellular carcinoma.
| n = 503 | Crude Hazard Ratio | Adjusted Hazard Ratio | ||
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | |||
| Diabetes mellitus (no/yes) | 1.54 (1.09–2.17) | 0.014 | 1.77 (1.24–2.51) | 0.002 |
| Age (per 10 years increment) | 1.09 (0.97–1.22) | 0.157 | - | - |
| Male gender (female/male) | 0.86 (0.59–1.28) | 0.463 | - | - |
| Hepatitis B (negative/positive) | 1.00 (0.74–1.35) | 0.992 | - | - |
| Hepatitis C (negative/positive) | 0.98 (0.69–1.39) | 0.914 | - | - |
| Alcoholism (no/yes) | 1.29 (0.83–2.00) | 0.260 | - | - |
| Albumin (per 1 g/dl increment) | 1.72 (1.30–1.22) | <0.001 | 1.67 (1.27–2.22) | <0.001 |
| Bilirubin (per 1 mg/dl increment) | 1.11 (0.99–1.24) | 0.082 | 1.10 (0.97–1.25) | 0.144 |
| INR (per 1.0 increment) | 2.24 (1.00–5.02) | 0.051 | 2.36 (0.89–6.27) | 0.085 |
| Sodium (per 1 mEq/l increment) | 0.97 (0.92–1.02) | 0.207 | - | - |
| AFP (per 10,000 ng/ml increment) | 1.02 (0.97–1.07) | 0.395 | - | - |
| eGFR (per 10 mL/min/1.73 m2 increment) | 0.98 (0.92–1.05) | 0.595 | - | - |
| Variceal bleeding (no/yes) | 2.49 (0.62–10.08) | 0.200 | - | - |
| Total tumor volume (per 1,000 ml increment) | 1.29(1.01–1.64) | 0.041 | 1.51 (1.19–1.93) | 0.001 |
| Vascular invasion (no/yes) | - | - | - | - |
| Ascites (no/yes) | 1.34 (0.68–2.62) | 0.396 | - | - |
| Platelet count (per 10,000 mm3 increment) | 0.98 (0.96–1.00) | 0.099 | 0.99 (0.97–1.01) | 0.182 |
Factors with P value < 0.1 in the univariate analysis were introduced into the Cox multivariate survival analysis.
The forepart of the parentheses was set as the reference group in univariate and multivariate analysis.
AFP, alpha-fetoprotein; CI, confidence interval; eGFR, estimated glomerular filtration rate; HR, hazard ratio; INR, international normalized ratio
Univariate and multivariate Cox survival analysis in patients with BCLC stage C and stage D hepatocellular carcinoma.
| n = 1,678 | Crude Hazard Ratio | Adjusted Hazard Ratio | ||
|---|---|---|---|---|
| HR (95% CI) | HR (95% CI) | |||
| Diabetes mellitus (no/yes) | 0.88 (0.75–1.04) | 0.136 | - | - |
| Age (per 10 years increment) | 0.99 (0.94–1.04) | 0.589 | - | - |
| Male gender (female/male) | 1.19 (0.99–1.42) | 0.059 | 1.09 (0.90–1.30) | 0.387 |
| Hepatitis B (negative/positive) | 1.04 (0.90–1.20) | 0.582 | - | - |
| Hepatitis C (negative/positive) | 0.81 (0.68–0.96) | 0.013 | 1.00 (0.83–1.19) | 0.954 |
| Alcoholism (no/yes) | 1.08 (0.91–1.28) | 0.371 | - | - |
| Albumin (per 1 g/dl decrement) | 2.08 (1.85–2.27) | <0.001 | 1.67 (1.47–1.89) | <0.001 |
| Bilirubin (per 1 mg/dl increment) | 1.11 (1.09–1.12) | <0.001 | 1.06 (1.04–1.08) | <0.001 |
| INR (per 1.0 increment) | 3.13 (2.46–3.97) | <0.001 | 1.22 (0.86–1.72) | 0.260 |
| Sodium (per 1 mEq/l decrement) | 1.09 (1.06–1.10) | <0.001 | 1.02 (1.01–1.04) | 0.006 |
| AFP (per 10,000 ng/ml increment) | 1.01 (1.01–1.01) | <0.001 | 1.01 (1.00–1.01) | <0.001 |
| eGFR (per 10 mL/min/1.73 m2 decrement) | 1.03 (1.01–1.05) | 0.010 | 1.03 (1.01–1.05) | 0.003 |
| Variceal bleeding (no/yes) | 1.38 (1.04–1.83) | 0.024 | 1.00 (0.74–1.34) | 0.983 |
| Total tumor volume (per 1,000 ml increment) | 1.33 (1.26–1.40) | <0.001 | 1.12 (1.04–1.20) | 0.002 |
| Vascular invasion (no/yes) | 2.59 (2.24–3.00) | <0.001 | 2.34 (1.99–2.74) | <0.001 |
| Ascites (no/yes) | 2.26 (1.95–2.61) | <0.001 | 1.63 (1.39–1.92) | <0.001 |
| Platelet count (per 10,000 mm3 increment) | 1.02 (1.02–1.03) | <0.001 | 1.01 (1.01–1.02) | <0.001 |
Factors with P value < 0.1 in the univariate analysis were introduced into the Cox multivariate survival analysis.
The forepart of the parentheses was set as the reference group in univariate and multivariate analysis.
AFP, alpha-fetoprotein; CI, confidence interval; eGFR, estimated glomerular filtration rate; HR, hazard ratio; INR, international normalized ratio