Introduction
Patients and Methods
Patients
Clinical Data Collection
Scoring systems | Score |
---|---|
NLR | |
Neutrophil count: lymphocyte count < 2.75 | 0 |
Neutrophil count: lymphocyte count ≥ 2.75 | 1 |
PLR | |
Platelet count: lymphocyte count < 68.95 | 0 |
Platelet count: lymphocyte count ≥ 68.95 | 1 |
Modified Glasgow prognostic score (mGPS) | |
CRP (≤ 10 mg/L) and ALB (≥ 35 g/L) | 0 |
CRP (≤ 10 mg/L) and ALB (< 35 g/L) | 0 |
CRP (> 10 mg/L) and ALB (≥ 35 g/L) | 1 |
CRP (> 10 mg/L) and ALB (< 35 g/L) | 2 |
PNI | |
ALB (g/L) × total lymphocyte count × 109/L ≥ 45 | 0 |
ALB (g/L) × total lymphocyte count × 109/L < 45 | 1 |
Follow-up
Statistical Analysis
Results
Patient Characteristics
Characteristics |
N
| Median (range) | |
---|---|---|---|
Age (years) | < 60/≥ 60 | 80/19 | 50 (25–76) |
Gender | Male/female | 73/26 | – |
WBC (× 109/L) | < 10/≥ 10 | 87/12 | 6.9 (3.57–14.6) |
Neutrophil count (× 109/L) | < 7/≥ 7 | 90/9 | 3.9 (1.6–12.4) |
Lymphocyte count (× 109/L) | < 4/≥ 4 | 98/1 | 1.7 (0.6–4.2) |
HGB (g/L) | < 100/≥ 100 | 0/99 | 143 (105–186) |
PLT (× 109/L) | < 300/≥ 300 | 84/15 | 196 (59–462) |
ALT (U/L) | < 40/≥ 40 | 65/34 | 30 (8.1–311) |
AST (U/L) | < 45/≥ 45 | 78/21 | 30 (13.5–236.1) |
ALB (g/L) | < 35/≥35 | 5/94 | 42.7 (24.53–51.4) |
TBIL (mmol/L) | < 20.5/≥ 20.5 | 89/10 | 12.6 (5.8–29.3) |
IBIL (mmol/L) | < 15/≥ 15 | 92/7 | 8.5 (3.4–23.4) |
HbsAg | Absent/present | 19/80 | – |
AFP (ng/mL) | < 25/≥ 25 | 44/55 | 39.7 (1.52–121,000) |
CA19-9 (IU/mL) | < 35/≥ 35 | 58/41 | 25.85 (0.1–12,776) |
Tumor diameter (cm) | < 5/≥ 5 | 41/58 | 5.75 (1.5–18) |
LN metastasis | Absent/present | 87/12 | |
Satellite nodule | Absent/present | 66/33 | – |
Microvascular invasion | Absent/present | 74/25 | – |
Nerve tract invasion | Absent/present | 93/6 | – |
Macrovascular invasion | Absent/present | 91/8 | |
NLR | < 2.75/≥ 2.75 | 68/31 | – |
PLR | < 68.95/≥ 68.95 | 11/88 | – |
mGPS | 0/1/2 | 84/12/3 | – |
PNI | 1/2 | 10/89 | – |
HCC-TNM | I/II/IIIa/IIIb/IIIc/IV | 43/22/13/6/5/10 | – |
ICC-TNM | I/II/III/IV | 40/41/7/11 | – |
BCLC | A/B/C | 61/28/10 | – |
CLIP | 0/1/2/3/4 | 45/34/12/6/2 | – |
Okuda | 1/2/3 | 2/86/11 | – |
OS Analysis
Characteristic | OS | PFS | |||
---|---|---|---|---|---|
HR (95% CI) |
P
| HR (95% CI) |
P
| ||
Age | < 60/60 | 0.981 (0.954–1.009) | 0.187 | 0.990 (0.969–1.011) | 0.341 |
Gender | Male/female | 1.083 (0.554–2.120) | 0.815 | 1.363 (0.789–2.354) | 0.267 |
WBC (× 109/L) | < 10/≥ 10 | 1.339 (0.524–3.422) | 0.542 | 1.624 (0.798–3.303) | 0.181 |
Neutrophil (× 109/L) | 3.9 (1.6–12.4) | 1.098 (0.948–1.272) | 0.212 | 1.084 (0.966–1.216) | 0.170 |
Lymphocyte (× 109/L) | 1.7 (0.6–4.2) | 0.734 (0.451–1.197) | 0.215 | 0.983 (0.710–1.361) | 0.916 |
HGB (g/L) | 143 (105–186) | 0.999 (0.979–1.018) | 0.883 | 1.009 (0.995–1.023) | 0.217 |
PLT (× 109/L) | < 300/≥ 300 | 1.416 (0.628–3.193) | 0.402 | 1.589 (0.870–2.903) | 0.132 |
ALT (U/L) | < 40/≥ 40 | 1.640 (0.896–3.000) | 0.109 | 1.308 (0.817–2.095) | 0.269 |
AST (U/L) | < 45/≥ 45 | 1.505 (0.756–2.995) | 0.244 | 1.494 (0.885–2.524) | 0.402 |
ALB (g/L) | < 35/≥ 35 | 0.637 (0.225–1.803) | 0.396 | 0.653 (0.262–1.626) | 0.360 |
TBIL (mmol/L) | < 20.5/≥ 20.5 | 1.758 (0.776–3.981) | 0.176 | 1.097 (0.545–2.211) | 0.795 |
IBIL (mmol/L) | < 15/≥ 15 | 1.198 (0.469–3.057) | 0.705 | 0.573 (0.230–1.426) | 0.231 |
AFP (ng/mL) | < 25/≥ 25 | 1.409 (0.762–2.004) | 0.274 | 1.079 (0.681–1.711) | 0.745 |
CA19-9 (U/mL) | < 35/≥ 35 | 1.251 (0.684–2.290) | 0.467 | 1.350 (0.855–2.131) | 0.198 |
Tumor diameter (cm) | < 5/≥ 5 | 1.149 (1.047–1.260) | 0.003 | 2.019 (1.241–3.285) | 0.005 |
Satellite nodule | Absent/present | 1.415 (0.768–2.606) | 0.266 | 1.315 (0.826–2.093) | 0.248 |
LN metastasis | Absent/present | 2.787 (1.271–6.113) | 0.011 | 2.202 (1.149–4.222) | 0.017 |
Microvascular invasion | Absent/present | 1.319 (0.621–2.801) | 0.472 | 2.117 (1.257–3.566) | 0.005 |
Macrovascular invasion | Absent/present | 2.963 (1.041–8.433) | 0.042 | 3.179 (1.503–6.726) | 0.002 |
Nerve tract invasion | Absent/present | 1.248 (0.382–4.075) | 0.714 | 0.858 (0.312–2.358) | 0.766 |
NLR | < 2.75/≥ 2.75 | 2.098 (1.145–3.846) | 0.017 | 1.295 (0.787–2.132) | 0.309 |
PLR | < 68.95/≥ 68.95 | 2.729 (0.658–11.321) | 0.167 | 2.086 (0.840–5.181) | 0.113 |
mGPS | 0/1/2 | 1.238 (0.709–2.161) | 0.453 | 1.527 (0.984–2.368) | 0.059 |
PNI | 1/2 | 0.577 (0.240–1.389) | 0.220 | 1.179 (0.538–2.582) | 0.681 |
HCC-TNM | I/II/IIIa/IIIb/IIIc/IV | 1.265 (1.075–1.487) | 0.005 | 1.257 (1.107–1.427) | < 0.001 |
ICC-TNM | I/II/III/IV | 1.386 (1.037–1.854) | 0.028 | 1.298 (1.033–1.631) | 0.025 |
BCLC | A/B/C | 1.713 (1.101–2.665) | 0.017 | 1.476 (1.057–2.062) | 0.022 |
CLIP | 0/1/2/3/4 | 0.307 (0.858–1.627) | 0.307 | 1.317 (1.048–1.655) | 0.018 |
Okuda | 1/2/3 | 1.055 (0.360–3.095) | 0.922 | 2.093 (1.056–4.149) | 0.034 |
Characteristic | OS | PFS | |||
---|---|---|---|---|---|
HR (95% CI) |
P
| HR (95% CI) |
P
| ||
Tumor diameter (cm) | < 5/≥ 5 | 1.122 (1.015–1.240) | 0.024 | 1.117 (1.057–1.203) | 0.003 |
LN metastasis | Absent/present | 1.105 (0.714–1.246) | 0.143 | 0.977 (0.319–2.992) | 0.269 |
Microvascular invasion | Absent/present | NI | 0.952 ( 0.812–1.199) | 0.177 | |
Macrovascular invasion | Absent/present | 0.867 (0.755–1.040) | 0.842 | 1.079 (1.003–3.246) | 0.169 |
NLR | < 2.75/≥ 2.75 | 1.104 (0.812–1.846) | 0.065 | NI | |
HCC-TNM | I/II/IIIa/IIIb/IIIc/IV | 1.224 (1.022–1.464) | 0.028 | 1.247 (1.084–1.434) | 0.002 |
ICC-TNM | I/II/III/IV | 0.879 (0.557–1.386) | 0.279 | 0.801 (0.549–1.170) | 0.251 |
BCLC | A/B/C | 0.902 (0.701–1.665) | 0.152 | 0.907 (0.502–1.639) | 0.348 |
CLIP | 0/1/2/3/4 | NI | 1.008 (0.679–1.527) | 0.130 | |
Okuda | 1/2/ 3 | NI | 1.031 (0.562–2.168) | 0.105 |
PFS Analysis
Comparison between Staging Systems and Inflammation-Based Scores
Patient | Score/staging system | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
HCC-TNM | ICC-TNM | CLIP | Okuda | BCLC | PNI | mGPS | NLR | PLR | |||
All | OS | 1 year | 0.705 | 0.632 | 0.559 | 0.449 | 0.667 | 0.454 | 0.487 | 0.596 | 0.533 |
2 years | 0.707 | 0.636 | 0.534 | 0.472 | 0.649 | 0.491 | 0.483 | 0.600 | 0.558 | ||
3 years | 0.673 | 0.574 | 0.579 | 0.548 | 0.611 | 0.596 | 0.463 | 0.587 | 0.569 | ||
PFS | 1 year | 0.676 | 0.669 | 0.620 | 0.573 | 0.608 | 0.537 | 0.557 | 0.483 | 0.525 | |
2 years | 0.658 | 0.605 | 0.573 | 0.551 | 0.578 | 0.525 | 0.541 | 0.540 | 0.555 | ||
3 years | 0.642 | 0.609 | 0.588 | 0.562 | 0.570 | 0.513 | 0.522 | 0.535 | 0.576 | ||
IHD | OS | 1 year | 0.654 | 0.577 | 0.503 | 0.395 | 0.697 | 0.465 | 0.425 | 0.552 | 0.527 |
2 years | 0.650 | 0.571 | 0.485 | 0.402 | 0.640 | 0.516 | 0.493 | 0.578 | 0.549 | ||
3 years | 0.582 | 0.498 | 0.565 | 0.531 | 0.589 | 0.494 | 0.469 | 0.573 | 0.569 | ||
PFS | 1 year | 0.708 | 0.656 | 0.659 | 0.576 | 0.620 | 0.547 | 0.553 | 0.495 | 0.532 | |
2 years | 0.639 | 0.570 | 0.592 | 0.551 | 0.571 | 0.553 | 0.561 | 0.572 | 0.571 | ||
3 years | 0.635 | 0.557 | 0.637 | 0.568 | 0.580 | 0.536 | 0.547 | 0.534 | 0.598 | ||
IID | OS | 1 year | 0.798 | 0.725 | 0.687 | 0.575 | 0.679 | 0.425 | 0.614 | 0.612 | 0.547 |
2 years | 0.693 | 0.653 | 0.608 | 0.572 | 0.670 | 0.421 | 0.426 | 0.601 | 0.554 | ||
3 years | 0.693 | 0.653 | 0.608 | 0.572 | 0.670 | 0.421 | 0.426 | 0.601 | 0.554 | ||
PFS | 1 year | 0.712 | 0.670 | 0.529 | 0.570 | 0.563 | 0.505 | 0.557 | 0.442 | 0.500 | |
2 years | 0.717 | 0.657 | 0.530 | 0.556 | 0.551 | 0.435 | 0.495 | 0.474 | 0.500 | ||
3 years | 0.653 | 0.713 | 0.466 | 0.551 | 0.500 | 0.440 | 0.463 | 0.537 | 0.500 | ||
PHD | OS | 1 year | 0.707 | 0.652 | 0.521 | 0.460 | 0.688 | 0.485 | 0.470 | 0.585 | 0.568 |
2 years | 0.694 | 0.623 | 0.497 | 0.461 | 0.663 | 0.485 | 0.416 | 0.603 | 0.565 | ||
3 years | 0.689 | 0.602 | 0.577 | 0.577 | 0.652 | 0.494 | 0.399 | 0.565 | 0.570 | ||
PFS | 1 year | 0.778 | 0.703 | 0.688 | 0.628 | 0.688 | 0.533 | 0.584 | 0.502 | 0.533 | |
2 years | 0.684 | 0.601 | 0.603 | 0.591 | 0.624 | 0.517 | 0.548 | 0.626 | 0.550 | ||
3 years | 0.664 | 0.560 | 0.633 | 0.607 | 0.607 | 0.472 | 0.529 | 0.597 | 0.565 | ||
PID | OS | 1 year | 0.703 | 0.597 | 0.623 | 0.414 | 0.686 | 0.397 | 0.515 | 0.561 | 0.477 |
2 years | 0.700 | 0.677 | 0.608 | 0.447 | 0.679 | 0.478 | 0.579 | 0.666 | 0.527 | ||
3 years | 0.591 | 0.563 | 0.591 | 0.458 | 0.606 | 0.433 | 0.543 | 0.648 | 0.552 | ||
PFS | 1 year | 0.614 | 0.623 | 0.491 | 0.471 | 0.465 | 0.538 | 0.516 | 0.460 | 0.511 | |
2 years | 0.624 | 0.594 | 0.515 | 0.478 | 0.469 | 0.533 | 0.519 | 0.459 | 0.562 | ||
3 years | 0.601 | 0.650 | 0.514 | 0.480 | 0.479 | 0.563 | 0.499 | 0.468 | 0.589 |