| Literature DB >> 28724284 |
Eun-Jung Lee1, Seung-Hyun Yang1, Kyoung-Jin Kim1, Hyejung Cha1, Seo Jin Lee1, Ji-Hye Kim1, Junkyu Song2,3, Kyung-Hee Chun2, Jinsil Seong1.
Abstract
PURPOSE: Early prediction of treatment outcomes represents an essential step towards increased treatment efficacy and survival in patients with hepatocellular carcinoma (HCC). In this study, we performed two-dimensional electrophoresis (2-DE) followed by protein profiling to identify biomarkers predictive of therapeutic outcomes in patients with HCC who received liver-directed therapy (LDTx) involving local radiotherapy (RT), and studied the underlying mechanisms of the identified proteins.Entities:
Keywords: Biomarkers; Hepatocellular carcinoma; ITIH4; Liver-directed therapy; Prognosis
Mesh:
Substances:
Year: 2017 PMID: 28724284 PMCID: PMC6056950 DOI: 10.4143/crt.2016.550
Source DB: PubMed Journal: Cancer Res Treat ISSN: 1598-2998 Impact factor: 4.679
Fig. 1.Flow chart of patient selection. HCC, hepatocellular carcinoma; LDTx, liver-directed therapy.
Characteristics of patients
| Characteristic | Good prognosis (n=10) | Poor prognosis (n=10) | p-value |
|---|---|---|---|
| 63 (40-75) | 51 (39-72) | 0.492 | |
| Male | 9 | 8 | > 0.99 |
| Female | 1 | 2 | |
| B | 5 | 10 | 0.033 |
| C | 2 | 0 | |
| NBNC | 3 | 0 | |
| A | 10 | 9 | > 0.99 |
| B | 0 | 1 | |
| No | 7 | 6 | > 0.99 |
| Yes | 3 | 4 | |
| II | 3 | 4 | > 0.99 |
| III | 4 | 4 | |
| IVA | 3 | 2 | |
| 2,639 (1.85 to > 10,043) | 13,902 (5.08 to > 10,043) | 0.314 | |
| 336 (19 to > 2,000) | 1,121 (37 to > 2,000) | 0.661 |
NBNC, non-B non-C; AFP, α-fetoprotein; PIVKA-II, protein induced by vitamin K absence-II.
Treatment failure patterns of patients
| Patients (n=10) | Local failure | PFS | Intrahepatic failure | PFS | Extra-hepatic failure | PFS |
|---|---|---|---|---|---|---|
| P1 | No | 26.4 | No | 26.4 | No | 26.4 |
| P2 | No | 60.4 | No | 60.4 | No | 60.4 |
| P3 | No | 60.9 | No | 60.9 | No | 60.9 |
| P4 | No | 3.5 | No | 3.5 | No | 3.5 |
| P5 | No | 12 | No | 12 | No | 12 |
| P6 | No | 4.4 | No | 4.4 | No | 4.4 |
| P7 | No | 7.3 | No | 7.3 | No | 7.3 |
| P8 | No | 6.5 | No | 6.5 | No | 6.5 |
| P9 | No | 5.8 | No | 5.8 | No | 5.8 |
| P10 | No | 51 | No | 51 | No | 51 |
| P1 | No | 2.7 | Yes | 1.1 | Yes | 0.1 |
| P2 | Yes | 7.7 | Yes | 3.4 | Yes | 0 |
| P3 | No | 8.6 | No | 8.6 | Yes | 0 |
| P4 | No | 9 | Yes | 1 | Yes | 1 |
| P5 | No | 24.5 | Yes | 0 | Yes | 15.4 |
| P6 | Yes | 0.9 | Yes | 0.9 | Yes | 0.9 |
| P7 | Yes | 6.1 | Yes | 0 | Yes | 4.9 |
| P8 | No | 5.7 | Yes | 3.2 | Yes | 0 |
| P9 | No | 7.4 | Yes | 3.1 | Yes | 0 |
| P10 | No | 17.8 | Yes | 0 | Yes | 8.5 |
Local failure, failure in the tumor site; PFS, progression-free survival; P, patient.
Fig. 2.Differentially expressed proteins identified in pre- and post-LDTx samples according to treatment outcomes in patients with hepatocellular carcinoma. Protein spots were identified using two-dimensional electrophoresis. Green and red circles indicate paired and non-paired spots, respectively. LDTx, liver-directed therapy; SDS-PAGE, sodium dodecyl sulfate polyacrylamide gel electrophoresis.
Serum biomarkers identified via comparison of pre- and post-LDTx in patients with HCC who had a good or poor prognosis
| Patient group | Protein No. | Protein name | Fold change | Category | p-value |
|---|---|---|---|---|---|
| Good prognosis | 258 | Inter-alpha (globulin) inhibitor H4 (plasma kallikrein-sensitive glycoprotein) | 6.1 | Cancer | < 0.05 |
| 278 | Inter-alpha-trypsin inhibitor heavy chain H4 isoform 2 precursor | 5.7 | Cancer | ||
| 400 | Gi|119581148 (keratin 9)+gi|186772 (keratin 1) | 4.6 | Cancer | < 0.05 | |
| 427 | Fibrinogen gamma chain, isoform CRA_j | 5.4 | Cancer | ||
| Poor prognosis | 2,353 | Chain B, X ray structure of the complex between carbonic anhydrase I and the phosphonate antiviral (CA1) | ‒4.7 | Metabolism | < 0.05 |
| 2,412 | Unnamed protein product | ‒5.5 | Cancer | ||
| 2,477 | Chain D, crystalline human carbonmonoxy hemoglobin S | ‒19.9 | Metabolism | < 0.05 |
LDTx, liver-directed therapy; HCC, hepatocellular carcinoma.
ELISA confirmation using serum samples from each patient in the good prognosis group
| Patient | Good prognosis (ITIH4) | |||
|---|---|---|---|---|
| A[ | B[ | B-A (ng/mL) | Fold change | |
| P1 | 47.9 | 253.3 | 205.4 | 5.3 |
| P2 | 84.6 | 82.5 | ‒2.1 | 1 |
| P3 | 12.8 | 244 | 231.1 | 19 |
| P4 | 34 | 201.1 | 167.1 | 5.9 |
| P5 | 51.9 | 182.1 | 130.2 | 3.5 |
| P6 | 53.1 | 214.6 | 161.5 | 4 |
| P7 | 56.4 | 206.4 | 150 | 3.7 |
| P8 | 13.4 | 176.1 | 162.7 | 13.1 |
| P9 | 35.2 | 40.3 | 5.2 | 1.1 |
| P10 | 36.8 | 217.4 | 180.6 | 5.9 |
| Average | 42.6 | 181.8 | 139.2 | 6.3 |
ELISA, enzyme-linked immunosorbent assay; ITIH4, inter-alpha inhibitor 4; P, patient.
Pre-radiotherapy,
Post-radiotherapy.
Fig. 3.Inter-alpha inhibitor 4 (ITIH4) inhibited the migration of Huh7 cells. (A) ITIH4 mRNA expression in Huh7 cells. ITIH4 was downregulated in Huh7 cells infected with ITIH4 shRNA lentiviral vectors. For ITIH4 overexpression, Huh7 cells were transfected with the ITIH4 pCNS-D2 vector. (B) Cell viability of ITIH4 knockdown or overexpressing Huh7 cells. (C) Migration ability increased in response to ITIH4 downregulation in Huh7 cells (×200). (D) Migration ability decreased in ITIH4 overexpressing Huh7 cells (×200). Data are representative of the means and standard deviations of three independent experiments. n.s., not significant. **p < 0.01, ***p < 0.001 compared to control.
Fig. 4.Immunohistochemical analysis of inter-alpha inhibitor H4 (ITIH4) in surgical specimens of human hepatocellular carcinoma. (A) ITIH4 expression was significantly higher in cancer tissues than in non-tumor liver tissues (×200). (B) Higher levels of ITIH4 were detected in the tumors of patients with a good prognosis (representative: patient 1), compared with tumors of patients with a poor prognosis (representative: patient 2) (×200).