Genetic Determinants in a Critical Domain of NS5A Correlate with Hepatocellular Carcinoma in Cirrhotic Patients Infected with HCV Genotype 1b
Abstract
:1. Introduction
2. Materials and Methods
2.1. Patients and Samples Collection
2.2. Population-Based Sequencing of the HCV-NS5A Gene
2.3. Phylogenetic Analysis of NS5A Sequences
2.4. Shannon Entropy Calculation (SE)
2.5. Statistical Analysis
2.6. In-Silico Prediction of the Three-Dimensional NS5A Structure
3. Results
3.1. Patients’ Characteristics
3.2. Association of Mutations in NS5A Domain-1 with HCV-Related HCC
3.3. Association of NS5A Domain-1 Mutations with Virological and Biochemical Parameters
3.4. Localization of Mutations in Functional Regions of NS5A Domain-1 and Their Impact on the Three-Dimensional Structure of NS5A
4. Discussion
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Number of Patients | Overall (N = 188) | HCC (N = 34) | No-HCC (N = 154) | p-Value a |
---|---|---|---|---|
Male, n (%) | 103 (54.8) | 26 (76.5) | 77 (50.0) | 0.007 |
Median (IQR) Age (Years) | 70 (60–75) | 75 (68–78) | 68 (60–74) | 0.012 |
Italian Nationality, n (%) | 177 (94) | 34 (100) | 143 (93) | 0.075 |
Cirrhotic, n (%) | 188 (100) | 34 (100) | 154 (100) | - |
Median (IQR) Liver Stiffness (K Pa) | 20 (15.1–27.7) | 28 (20.0–33.0) | 19 (15.0–26.3) | <0.001 |
Median (IQR) HCV-RNA (log IU/mL) b | 5.8 (5.3–6.1) | 5.6 (5.3–6.1) | 5.8 (5.3–6.1) | 0.350 |
Median (IQR) ALT (IU/L) | 69 (46–106) | 65 (37–86) | 71 (50–112) | 0.126 |
Median (IQR) AST (IU/L) | 71 (46–110) | 64 (38–100) | 75 (46–110) | 0.230 |
Median (IQR) year of first HCV positivity | 1999 (1994–2006) | 2001 (1993–2002) | 1999 (1994–2006) | <0.001 |
Risk factor, n (%) | ||||
Drug usage | 7 (3.7) | 1 (2.9) | 6 (3.9) | 0.071 |
Parental | 4 (2.1) | 2 (5.9) | 2 (1.3) | 0.094 |
Transfusion | 25 (13.3) | 5 (14.7) | 20 (13.0) | 0.071 |
Iatrogenic | 12 (6.4) | 6 (17.6) | 6 (3.9) | 0.002 |
Sexual | 14 (7.5) | 1 (2.9) | 13 (8.4) | 0.269 |
Professional exposure | 1 (0.5) | 1 (2.9) | 0 (0.0) | 0.011 |
Unknown | 125 (66.5) | 18 (52.9) | 107 (69.5) | - |
Therapeutic Information, n (%) | ||||
Naive to DAA treatment | 188 (100) | 34 (100) | 154 (100) | - |
Previous IFN Failure | 62 (65) | 13 (59.1) | 49 (67.1) | 0.488 |
HCC characteristics | ||||
Single nodule HCC, n (%) | - | 8 (23.5) | - | - |
Multi-focal HCC, n (%) | - | 9 (26.5) | - | - |
Range from plasma sample collection to HCC diagnosis, Months | - | (−20–1) | - | - |
Median (IQR) α-fetoprotein at HCC diagnosis (ng/mL) | - | 23.5 (7.9–34.2) | - | - |
Variables a | Univariable Analysis | Multivariable Analysis | ||
---|---|---|---|---|
Crude OR (95% CI) | p-Value | Adjusted OR (95% CI) | p-Value | |
Gender (male vs. female) | 5.3 (1.7–16.3) | 0.003 | 8.5 (2.0–35.9) | 0.003 |
Age (for 1 year increase) | 1.0 (1.0–1.1) | 0.088 | 1.0 (1.0–1.1) | 0.152 |
Liver Stiffness, K Pa | 1.0 (1.0–1.1) | 0.009 | 1.1 (1.0–1.1) | 0.011 |
HCV-RNA, log10 IU/mL | 0.9 (0.6–1.4) | 0.645 | - | - |
ALT, U/L | 1.0 (1.0–1.0) | 0.297 | - | - |
AST, U/L | 1.0 (1.0–1.0) | 0.284 | - | - |
Previous IFN usage ± ribavirin | 1.8 (0.8–4.2) | 0.176 | 2.5 (0.8–8.3) | 0.126 |
At least one mutation in NS5A-domain-1 | 18.8 (6.2–56.3) | <0.001 | 21.8 (5.7–82.3) | <0.001 |
Mutation | Position | Potential Kinase | Phosphorylation Score a in Wild-Type/Mutant |
---|---|---|---|
C13R | T14 | NEK10 | 0.000/0.923 |
T14 | NEK3 | 0.000/1.008 | |
T14 | NEK5 | 0.000/0.895 | |
T14 | NEK8 | 0.000/1.003 | |
C13S | S13 | GSK3 | 0.000/0.745 |
S13 | NEK8 | 0.000/0.960 | |
F127S | T122 | PDPK1 | 0.000/1.026 |
Y129 | PDGF-R | 0.000/0.575 | |
Y129 | p85-PI3K | 0.000/0.767 | |
N137K | T134 | CDK1 | 0.000/1.037 |
T134 | PKC | 0.000/0.596 | |
T135 | NEK4 | 0.000/0.956 |
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Alkhatib, M.; Di Maio, V.C.; De Murtas, V.; Polilli, E.; Milana, M.; Teti, E.; Fiorentino, G.; Calvaruso, V.; Barbaliscia, S.; Bertoli, A.; et al. Genetic Determinants in a Critical Domain of NS5A Correlate with Hepatocellular Carcinoma in Cirrhotic Patients Infected with HCV Genotype 1b. Viruses 2021, 13, 743. https://doi.org/10.3390/v13050743
Alkhatib M, Di Maio VC, De Murtas V, Polilli E, Milana M, Teti E, Fiorentino G, Calvaruso V, Barbaliscia S, Bertoli A, et al. Genetic Determinants in a Critical Domain of NS5A Correlate with Hepatocellular Carcinoma in Cirrhotic Patients Infected with HCV Genotype 1b. Viruses. 2021; 13(5):743. https://doi.org/10.3390/v13050743
Chicago/Turabian StyleAlkhatib, Mohammad, Velia Chiara Di Maio, Valentina De Murtas, Ennio Polilli, Martina Milana, Elisabetta Teti, Gianluca Fiorentino, Vincenza Calvaruso, Silvia Barbaliscia, Ada Bertoli, and et al. 2021. "Genetic Determinants in a Critical Domain of NS5A Correlate with Hepatocellular Carcinoma in Cirrhotic Patients Infected with HCV Genotype 1b" Viruses 13, no. 5: 743. https://doi.org/10.3390/v13050743
APA StyleAlkhatib, M., Di Maio, V. C., De Murtas, V., Polilli, E., Milana, M., Teti, E., Fiorentino, G., Calvaruso, V., Barbaliscia, S., Bertoli, A., Scutari, R., Carioti, L., Cento, V., Santoro, M. M., Orro, A., Maida, I., Lenci, I., Sarmati, L., Craxì, A., ... on behalf of HIRMA (Hepatocarcinoma Innovative Research MArkers) and Fondazione Vironet C (HCV Virology Italian Resistance. (2021). Genetic Determinants in a Critical Domain of NS5A Correlate with Hepatocellular Carcinoma in Cirrhotic Patients Infected with HCV Genotype 1b. Viruses, 13(5), 743. https://doi.org/10.3390/v13050743