| Literature DB >> 29081671 |
Takeshi Yokoo1, Amish D Patel1, Naama Lev-Cohain1, Amit G Singal2, Adam C Yopp3, Ivan Pedrosa1.
Abstract
BACKGROUND: Extrahepatic metastases have important implications in the clinical management of hepatocellular carcinoma (HCC). The purpose of this study was to validate tumor staging parameters and serum AFP as risk factors of HCC metastasis. PATIENTS AND METHODS: In this retrospective case-control study, patients with a new diagnosis of HCC (N=236), median age 57 years (range 28-89 years), and male-to-female ratio of 183/53 were divided into a "no-met" group (N=101) without extrahepatic metastasis or a "met" group with extrahepatic metastases (N=135). Metastasis risk factors based on tumor staging parameters (size, number, infiltration, and vascular invasion) and serum AFP level were calculated as odds ratio (OR). Sensitivities of the risk factors as metastasis screening tests were also calculated.Entities:
Keywords: hepatocellular carcinoma; metastasis; risk factor; stage; α-fetoprotein
Year: 2017 PMID: 29081671 PMCID: PMC5652898 DOI: 10.2147/CMAR.S147097
Source DB: PubMed Journal: Cancer Manag Res ISSN: 1179-1322 Impact factor: 3.989
Figure 1Flowchart of inclusion and exclusion criteria (white and gray, respectively) with the number of subjects meeting each criterion in parentheses.
Abbreviation: HCC, hepatocellular carcinoma.
Demographic and clinical data
| Patient characteristics | Total | No met | Met | |
|---|---|---|---|---|
| Demographics | ||||
| Number of patients | 236 (100%) | 101 (42.8%) | 135 (57.2%) | |
| Median age (range) (years) | 57 (28–89) | 55 (37–79) | 58 (28–89) | 0.084 |
| Sex (male/female) | 183/53 | 76/25 | 107/28 | 0.500 |
| Race | ||||
| Caucasian | 61 | 27 | 34 | 0.645 |
| Black | 89 | 34 | 55 | |
| Hispanic | 69 | 31 | 38 | |
| Others | 17 | 9 | 8 | |
| Etiology of liver disease | ||||
| HCV | 163 | 71 | 92 | 0.678 |
| HBV | 25 | 8 | 17 | |
| Alcohol | 28 | 12 | 16 | |
| NASH | 13 | 7 | 6 | |
| Others/cryptogenic | 13 | 4 | 9 | |
| Child-Turcotte-Pugh stage | ||||
| A | 99 | 56 | 43 | 0.001 |
| B | 93 | 32 | 61 | |
| C | 43 | 12 | 31 | |
| Unknown | 1 | 1 | 0 | |
| Tumor staging parameters | ||||
| AFP median (IQR) | 148 (12–4116) | 14 (5–81) | 1,725 (113–18,104) | <0.001 |
| Index tumor size (IQR) (cm) | 5.0 (2.9–10.0) | 2.9 (2.0–4.2) | 8.7 (5.4–14.0) | <0.001 |
| Single/multiple | 140/96 | 74/27 | 66/69 | <0.001 |
| Vascular invasion (−/+) | 150/86 | 94/7 | 56/79 | <0.001 |
| Infiltrative tumor (−/+) | 208/28 | 99/2 | 109/26 | <0.001 |
| Loco-regional therapy | ||||
| Treatment (yes/no) | 104/132 | 78/23 | 26/109 | <0.001 |
| Liver transplantation | 4 | 4 | 0 | |
| Chemoembolization | 66 | 56 | 10 | |
| Thermal ablation | 13 | 12 | 1 | |
| Surgical resection | 22 | 20 | 2 | |
| Radioembolization | 6 | 1 | 5 |
Notes: No met, patients with no documented metastasis within 12 months of follow-up; Met, patients with synchronous or metachronous metastasis within 12 months of follow-up. Etiology – others, cryptogenic cirrhosis (N=8) and Wilson’s disease (N=1). (−/+) indicates feature absent/present.
Abbreviations: HBV, hepatitis B virus; HCV, hepatitis C virus; IQR, interquartile range; NASH, nonalcoholic steatohepatitis
Single-parametric criteria for metastasis
| Criteria | Threshold | Odds ratio | Sensitivity | Specificity | Accuracy | PPV | NPV |
|---|---|---|---|---|---|---|---|
| AFP (μg/mL) | >35 | 8.0 (4.4–14.5) | 82.2 (76.8–86.6) | 63.4 (57.0–69.3) | 74.2 (68.2–79.4) | 75.0 (69.0–80.2) | 72.7 (66.7–78.1) |
| >400 | 11.5 (5.9–22.1) | 66.7 (60.4–72.4) | 85.1 (78.0–89.2) | 74.6 (68.6–79.8) | 85.7 (80.6–89.7) | 65.6 (59.3–71.5) | |
| Index tumor size (cm) | >3 | 15.8 (7.6–32.9) | 91.9 (87.6–94.8) | 58.4 (52.0–64.6) | 77.5 (71.7–82.5) | 74.7 (68.7–79.9) | 84.3 (79.0–88.4) |
| >5 | 17.7 (9.0–34.8) | 75.6 (69.6–80.7) | 85.1 (78.0–89.2) | 79.7 (74.0–84.4) | 87.2 (82.2–90.9) | 72.3 (66.2–77.6) | |
| Number of tumors | >1 | 2.9 (1.6–5.0) | 51.1 (44.7–57.5) | 73.3 (67.2–78.6) | 60.6 (54.2–66.7) | 71.9 (65.8–77.3) | 52.9 (46.4–59.2) |
| >3 | 12.0 (4.6–31.5) | 38.5 (32.5–44.9) | 95.0 (91.4–97.3) | 62.7 (56.3–68.7) | 91.2 (86.8–94.3) | 53.6 (47.2–59.9) | |
| Milan size criteria | 16.7 (8.7–32.2) | 85.9 (80.8–89.9) | 73.3 (67.2–78.6) | 80.5 (74.9–85.1) | 81.1 (75.6–85.7) | 79.6 (73.9–84.3) | |
| Vascular invasion | – | 18.9 (8.2–43.9) | 58.5 (52.1–64.7) | 93.1 (89.0–95.8) | 73.3 (67.3–78.6) | 91.9 (87.6–94.8) | 62.7 (56.3–68.7) |
| Infiltrative tumor | – | 11.8 (2.7–51.0) | 19.3 (14.7–24.8) | 98.0 (95.2–99.3) | 53.0 (46.6–59.3) | 92.9 (88.7–95.6) | 47.6 (41.3–54.0) |
Notes: Data in parentheses are Wilson’s 95% confidence interval.
Milan size criteria: one tumor <5 cm or up to three tumors <3 cm with no extrahepatic disease or vascular invasion.
Abbreviations: NPV, negative predictive value; PPV, positive predictive value.
Tumor staging parameters and multivariate logistic regression
| Risk factor | Categories | # patients | Odds ratio (95% CI) | Unadj | Adj |
|---|---|---|---|---|---|
| α-Fetoprotein (μg/mL) | <35 | 88 (37.3%) | 2.41 (1.52–3.80) | 0.0002 | 0.0008 |
| 35–400 | 43 (18.2%) | ||||
| >400 | 105 (44.5%) | ||||
| Index tumor size (cm) | <3 | 70 (29.7%) | 4.11 (2.54–6.65) | <0.0001 | <0.0001 |
| 3–5 | 49 (20.8%) | ||||
| >5 | 117 (49.6%) | ||||
| Number of tumors | 1 | 140 (59.3%) | 1.82 (1.03–2.98) | 0.0378 | 0.1111 |
| 2–3 | 39 (16.5%) | ||||
| >3 | 57 (24.1%) | ||||
| Vascular invasion | Absent | 150 (63.6%) | 5.90 (2.04–17.04) | 0.0011 | 0.0039 |
| Present | 86 (36.4%) | ||||
| Infiltrative morphology | Absent | 208 (88.1%) | 3.56 (0.36–17.31) | 0.3529 | 0.8646 |
| Present | 28 (11.9%) |
Notes:
Although infiltrative morphology is not a part of existing staging system, its metastasis risk was evaluated as it is a marker of poor prognosis. The P-values were adjusted using the Benjamini–Hochberg method for multiple comparisons.
Abbreviations: CI, confidence interval; Unadj, unadjusted; Adj, adjusted.
Multiparametric criteria for metastasis
| Criteria | Threshold | Odds ratio | Sensitivity | Specificity | Accuracy | PPV | NPV |
|---|---|---|---|---|---|---|---|
| Index tumor >3 cm or VI | – | 23.7 (10.1–55.8) | 94.8 (91.1–97.1) | 56.4 (50.0–62.7) | 78.4 (72.6–83.2) | 74.4 (68.4–79.6) | 89.1 (84.4–92.5) |
| Index tumor >5 cm or VI | – | 26.3 (13.1–52.9) | 86.7 (81.7–90.5) | 80.2 (74.6–84.8) | 83.9 (78.6–88.1) | 85.4 (80.3–89.4) | 81.8 (76.3–86.3) |
| Milan size criteria | – | 25.5 (12.1–53.8) | 91.9 (87.6–94.8) | 69.3 (63.1–74.9) | 82.2 (76.8–86.6) | 80.0 (74.4–84.7)) | 86.4 (81.4–90.3) |
| Index tumor >3 cm or AFP | >35 | 19.8 (6.8–57.8) | 97.0 (93.9–98.7) | 37.6 (31.6–44.0) | 71.6 (65.5–77.0) | 67.5 (61.3–73.2) | 90.5 (86.0–93.7) |
| >400 | 23.7 (9.5–58.8) | 95.6 (92.0–97.7) | 52.5 (46.1–58.8) | 77.1 (71.3–82.1) | 72.9 (66.8–78.2) | 89.8 (85.2–93.2) | |
| Index tumor >5 cm or AFP | >35 | 19.8 (8.7–44.6) | 94.1 (90.2–96.5) | 55.4 (49.2–61.7) | 77.5 (71.7–82.5) | 73.8 (67.8–79.1) | 87.5 (82.6–91.2) |
| >400 | 26.3 (12.9–53.7) | 89.6 (85.0–93.0) | 75.3 (69.3–80.4) | 83.5 (78.1–87.7) | 82.9 (77.5–87.2) | 84.4 (79.2–88.6) | |
| Milan size criteria | >35 | 41.5 (12.4–138.9) | 97.8 (94.8–99.2) | 48.5 (42.3–54.9) | 76.7 (70.8–81.7) | 71.7 (65.6–77.2) | 94.2 (90.4–96.7) |
| >400 | 25.3 (11.5–55.7) | 93.3 (89.3–96.0) | 64.4 (58.0–70.2) | 80.9 (75.4–85.5) | 77.8 (72.0–82.7) | 87.8 (88.0–91.5) | |
| Index tumor >3 cm or VI or AFP | >35 | 24.4 (7.2–82.1) | 97.8 (94.8–99.2) | 35.6 (29.8–42.0) | 71.2 (65.0–76.6) | 67.0 (60.7–72.7) | 92.3 (88.1–95.2) |
| >400 | 33.4 (11.5–97.2) | 97.0 (93.9–98.7) | 50.5 (44.1–56.9) | 77.1 (71.3–82.1) | 72.4 (66.3–77.7) | 92.7 (88.6–95.5) | |
| Index tumor >5 cm or VI or AFP | >35 | 27.6 (10.4–73.1) | 96.3 (92.9–98.2) | 51.5 (45.1–57.8) | 77.1 (71.3–82.1) | 72.6 (66.6–78.0) | 91.2 (86.8–94.3) |
| >400 | 34.8 (15.6–77.5) | 93.3 (89.3–96.0) | 71.3 (65.2–76.7) | 83.9 (78.6–88.1) | 81.3 (75.8–85.8) | 88.9 (84.2–92.4) | |
| Milan size criteria | >35 | 55.6 (13.0–237.1) | 98.5 (95.8–99.6) | 45.5 (39.3–52.0) | 75.8 (69.9–80.9) | 70.7 (64.6–76.2) | 95.8 (92.3–97.9) |
| >400 | 34.2 (13.7–85.0) | 95.6 (92.0–97.7) | 61.4 (55.0–67.4) | 80.9 (75.4–85.5) | 76.8 (70.9–81.8) | 91.2 (86.8–94.3) |
Notes:
Milan size criteria: one tumor <5 cm or up to three tumors <3 cm with no extrahepatic disease or vascular invasion. Data in parentheses are 95% CIs.
Abbreviations: NPV, negative predictive value; PPV, positive predictive value; VI, vascular invasion.
Pairwise sensitivity comparison P-values between single-, two-, and three-parametric criteria
| Metastasis prediction criteria | Index tumor >3 cm or VI | Index tumor >3 cm or AFP >35 mg/mL | Index tumor >3 cm or VI or AFP >35 mg/mL |
|---|---|---|---|
| Index tumor >3 cm | 0.1250 (0.1500) | 0.0156 (0.0312) | 0.0078 (0.0234) |
| Index tumor >3 cm or VI | – | 0.3750 (0.3750) | 0.1250 (0.1500) |
| Index tumor >3 cm or AFP >35 mg/mL | – | – | 0.0074 (0.0234) |
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| Index tumor >5 cm | <0.0001 (<0.0001) | <0.0001 (<0.0001) | <0.0001 (<0.0001) |
| Index tumor >5 cm or VI | – | 0.0210 (0.0252) | 0.0002 (0.0003) |
| Index tumor >5 cm or AFP >35 mg/mL | – | – | 0.2500 (0.2500) |
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| Milan size criteria | 0.0078 (0.0094) | <0.0001 (<0.0001) | <0.0001 (<0.0001) |
| Milan size criteria or VI | – | 0.0215 (0.0215) | 0.0039 (0.0078) |
| Milan size criteria or AFP >35 mg/mL | – | – | 0.0074 (0.0095) |
Note: Values within parentheses indicate Benjamini–Hochberg adjusted P-values for multiple comparisons.
Abbreviation: VI, vascular invasion.