The PNPLA3 Genetic Variant rs738409 Influences the Progression to Cirrhosis in HIV/Hepatitis C Virus Coinfected Patients

Abstract

Contradictory data about the impact of the rs738409 steatosis-related polymorphism within PNPLA3 gene on liver fibrosis progression in HIV/hepatitis C virus (HIV/HCV)-coinfected patients have been reported. Our objective was to test whether this, and other polymorphisms previously related to fatty liver disease in HIV infection linked to SAMM50 or LPPR4 genes, influence liver fibrosis progression in HIV/HCV-coinfected individuals. Three hundred and thirty two HIV/HCV-coinfected patients who consecutively attended four Spanish university hospitals from November 2011 to July 2013 were included. A liver stiffness cut-off of 14.6 kPa, as determined by transient elastography, was used to diagnose cirrhosis. Liver stiffness progression was studied in 171 individuals who had two available LS determinations without anti-HCV treatment between them. Moreover, 28 HIV/HCV-coinfected patients who underwent liver transplant, as well as 19 non-cirrhotic coinfected individuals used as controls, were included in an additional study. Only rs738409 was associated with cirrhosis: 45 (29.6%) of 152 G allele carriers versus 36 (20.0%) of 180 CC carriers showed cirrhosis (multivariate p = 0.018; adjusted odds ratio = 1.98; 95% confidence interval = 1.12–3.50). Also, 21 (30.4%) of 69 G allele carriers versus 16 (15.7%) of 102 CC patients showed significant liver stiffness progression (adjusted p-value = 0.015; adjusted odds ratio = 2.89; 95% confidence interval = 1.23–6.83). Finally, the proportion of rs738409 G allele carriers was significantly higher in transplanted individuals than in controls (p = 0.044, odds ratio = 3.43; 95% confidence interval = 1.01–11.70). Our results strongly suggest that the rs738409 polymorphism is associated with liver fibrosis progression in HIV/HCV-coinfected patients.

About the Authors:

Rocío Núñez-Torres

Affiliations Unit of Infectious Diseases and Microbiology, Valme University Hospital, Seville, Spain, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain

Juan Macías

Affiliations Unit of Infectious Diseases and Microbiology, Valme University Hospital, Seville, Spain, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain

María Mancebo

Affiliations Unit of Infectious Diseases and Microbiology, Valme University Hospital, Seville, Spain, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain

Mario Frías

Affiliations Unit of Infectious Diseases, Reina Sofía University Hospital, Córdoba, Spain, Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBC), University of Córdoba, Córdoba, Spain

Giovanni Dolci

Affiliation: Department of Medical and Surgical Science for Adults and Children, Clinic and Infectious Diseases, University of Modena and Reggio Emilia, Modena, Italy

Francisco Téllez

Affiliation: Unit of Infectious Diseases, La Línea de la Concepción Hospital, Cádiz, Spain

Dolores Merino

Affiliation: Unit of Infectious Diseases, Huelva University Hospital, Huelva, Spain

Nicolás Merchante

Affiliations Unit of Infectious Diseases and Microbiology, Valme University Hospital, Seville, Spain, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain

Jesús Gómez-Mateos

Affiliations Unit of Infectious Diseases and Microbiology, Valme University Hospital, Seville, Spain, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain

Giovanni Guaraldi

Affiliation: Department of Medical and Surgical Science for Adults and Children, Clinic and Infectious Diseases, University of Modena and Reggio Emilia, Modena, Italy

Antonio Rivero-Juárez

Affiliations Unit of Infectious Diseases, Reina Sofía University Hospital, Córdoba, Spain, Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBC), University of Córdoba, Córdoba, Spain

Juan A. Pineda

Affiliation: Unit of Infectious Diseases and Microbiology, Valme University Hospital, Seville, Spain

Luis M. Real

* E-mail: [email protected]

Affiliations Unit of Infectious Diseases and Microbiology, Valme University Hospital, Seville, Spain, Instituto de Biomedicina de Sevilla (IBIS), Seville, Spain

on behalf of HEPAVIR-esteatosis Study Group

¶Complete membership of the author group can be found in the Acknowledgments.

Introduction

Chronic infection with hepatitis C virus (HCV) may lead to advanced liver fibrosis and end-stage liver disease. In HIV/HCV-coinfected individuals, liver fibrosis progression is accelerated [1, 2]. Therefore, these individuals show a higher frequency of cirrhosis and end-stage liver disease. In spite of this, the rate of liver fibrosis progression is variable between patients. Several risk factors for accelerated fibrosis have been previously identified in HIV/HCV-coinfected patients [2–7].

As in other clinical conditions, host genetic factors could also influence the variability in the progression of liver disease in HIV/HCV-coinfected patients. The identification of these factors could help to understand the molecular basis of liver disease in HIV/HCV-coinfected patients and may allow to identify those individuals at risk of developing advanced liver disease. Recently, several authors have analyzed whether the rs738409 genetic marker, located within the patatin-like phospholipase domain-containing 3 (PNPLA3) gene, could be a risk factor for liver fibrosis progression in HIV/HCV-coinfected patients with controversial results [8–11]. This single nucleotide polymorphism (SNP) has been consistently associated with fatty liver disease (FLD) in both HCV-uninfected and HCV-infected individuals [12, 13]. Similarly, other SNPs that have been recently associated with FLD in the HIV-infected population [14] could also have an impact on the faster liver fibrosis progression observed in the HIV/HCV-coinfected population, but this has not been explored so far.

Because of the above reasons, the aims of this study were: i) to test whether the PNPLA3 rs738409 genetic marker is associated with liver damage progression in the HIV/HCV-coinfected population ii) to analyze if other SNPs, previously associated with FLD in HIV infected population, such as SAMM50 rs738491 or LPPR4 rs12743824, could also be related to this outcome.

Patients and Methods

Patients

This work comprises three different studies: two of them were cross-sectional (study 1 and study 3) and the other one was a longitudinal retrospective assessment (study 2). The study populations were as followed:

Study population 1. Those HIV-infected individuals with active HCV coinfection who consecutively attended the Infectious Diseases outpatient clinics in four university hospitals in Spain from November 2011 to July 2013 were included. All patients underwent a liver stiffness (LS) determination, as a noninvasive measurement of liver fibrosis, during a single visit previously scheduled as a routine follow-up visit. Data for this study were collected during the same visit. In all patients, a whole blood sample was collected for routine laboratory and genetic determinations.

From the entire study population 1, those patients who had two available LS determinations separated at least by one year, without having received any treatment against HCV infection between both determinations, were selected for the analysis of genetic associations with LS progression (LSP). Clinical and demographic data corresponding to the date of the first LS determination were obtained from the clinical records.

Study population 2. This population was composed of: i) Those HIV/HCV-coinfected patients who underwent cadaveric donor liver transplant because of end-stage liver cirrhosis related to HCV infection, and who donated genetic material at the time of transplantation, according to an established procedure of the Centro Nazionale Trapianti (http://www.trapianti.salute.gov.it/). All these individuals belonged to the Modena University Transplant cohort that started in 2003. ii) Those HIV/HCV-coinfected and non-cirrhotic individuals from the same geographical area who had a known date of coinfection and who had DNA samples available at the local bio-bank (Infectious Disease Clinic–Azienda policlinico Universitaria Modena, Italy).

All individuals were older than 18 and Caucasians. Pregnant women as well as those subjects who showed family relationship with other selected patients were excluded from all of the analyses.

Transient elastography examination

Liver stiffness with controlled attenuation parameter (CAP) measurements were performed by an experienced operator at each participating center using a commercially available elastography device (FibroScan 502, Echosens, Paris, France). Elastography examinations were conducted as stated elsewhere [15, 16]. CAP is an estimate of the total ultrasonic attenuation and it is expressed in dB/m. LS is expressed in kilopascals (kPa). According to previously reported standards, examinations with 10 successful shots, an interquartile range for liver stiffness lower than 30% of the median value and a success rate of at least 60%, were considered as reliable [16]. Cut-off values of 238 dB/m and 14.6 kPa were selected to define the presence of significant steatosis and cirrhosis [15, 16], respectively.

Significant liver stiffness progression and liver stiffness progression rate definitions

Significant LSP was defined as a 30% increment of LS in the second determination over the first LS determination, being the difference between both LS determinations higher than 3 kPa. The LSP rate (LSPR) was calculated as the differences in kPa between both determinations divided by the number of years elapsed between both determinations, and it was expressed in kPa/year.

DNA isolation and polymorphism genotyping

DNA was extracted from frozen whole blood using the Quick Pure Blood DNA extraction Kit (Macherey-Nagel, Düren, Germany). The SNPs were genotyped using a custom Golden Gate protocol (Illumina, San Diego, California USA).

Statistical analyses

The outcome variables were the presence of cirrhosis (study 1), the presence of significant LSP (study 2) and the diagnosis of end-stage liver disease (study 3).

The online resource at the Institute for Human Genetics, Munich, Germany (http://ihg.gsf.de) was used for testing comparison of genotypic frequencies between groups to determine different genetic models, p values, odds-ratios (OR), 95% confidence intervals (95% CI) as well as the Hardy-Weinberg equilibrium. As a reference for genotypic and allelic frequencies of rs738409 in the European Caucasian population, we used the data reported in the NCBI single nucleotide polymorphisms database (http://www.ncbi.nlm.nih.gov/projects/SNP/snp_ref.cgi?rs=738409).

To compare the categorical variables in two different groups of individuals the Pearson chi-square test was used. Quantitative variables among patient groups were compared by means of the Student´s t-test (data normally distributed) or Mann-Whitney U test (data not normally distributed). Logistic regression models were elaborated including variables with a univariate p-value <0.2, as well as age and gender to obtain adjusted p and OR values and to detect factors independently associated with the outcome variables. For the analysis of significant LSP, the time between LS determinations was included in the models along with age, gender and variables with an univariate p-value <0.2. All these analyses were carried out using the SPSS software 22.0 (IBM Corporation, Somers, NY, USA).

The estimation of power to detect alleles associated with cirrhosis was performed by the Episheet software available at http://members.aol.com/krothman.

Ethic statement

This study was performed according to the ethical guidelines of the Declaration of Helsinki. The study was approved by the Ethics Committee of the Valme University Hospital and by the Provincial Ethics Committee of Modena (pratica 183/14). Written consent was obtained from all individuals before sampling.

Results

Study populations

Three hundred and thirty seven HIV-infected patients with active HCV coinfection were selected. Five (1.5%) of them had not a reliable LS determination and were excluded. Therefore, 332 individuals were included in the study population 1. Among them, a total of 124 (37.5%) individuals previously received treatment against HCV infection without sustained virological response (SVR). The main characteristics of this population are depicted in Table 1.

[Figure omitted. See PDF.]

Table 1. Main characteristics of the study population 1 and the subpopulation where liver stiffness progression was evaluated.

https://doi.org/10.1371/journal.pone.0168265.t001

To analyze LSP, one hundred and ninety-eight individuals who had two available LS determinations separated at least by one year were selected. However, 27 (13.6%) of them received anti-HCV treatment between LS determinations. Therefore, 171 (51.5%) out of 332 individuals from the study population 1 were included in this subpopulation. Among them, 24 (14.7%) had received anti-HCV treatment before the first LS determination without reaching SVR. The median (quartile 1 –quartile 3) period between both LS measurements was 2.20 (1.30–4.52) years. The median (quartile 1 –quartile 3) of LSPR was 0.06 (-0.50–1.10) kPa/year. The characteristics of this subpopulation are depicted in Table 1.

Regarding the study population 2, twenty-eight liver-transplanted individuals and 19 coinfected and non-cirrhotics individuals were included. The median (quartile 1 –quartile 3) age at the liver transplant date was 47.3 (43.8–50.2) years, and the median (quartile 1 –quartile 3) age of controls was 49.2 (45.1–53.6) years, (p = 0.29). The medians of time since the coinfection date were 22.3 (18.5–25.2) and 21.9 (10.0–27.5) years for liver transplanted and control individuals, respectively (p = 0.137). The gender distribution were also similar for both populations (p>0.400).

Study 1. Genetic factors associated with cirrhosis

In the study population 1, cirrhosis was diagnosed in 81 (24.4%) individuals. The genotypic distributions of SAMM50 rs738491, LPPR4 rs12743824 and PNPLA3 rs738409 polymorphisms in cirrhotic and non-cirrhotic individuals are displayed in Table 2. All of them were in accordance with the Hardy-Weinberg equilibrium (p>0.400 in all cases).

[Figure omitted. See PDF.]

Table 2. Univariate and multivariate analysis of factors associated with cirrhosis (Study 1).

https://doi.org/10.1371/journal.pone.0168265.t002

Only the PNPLA3 rs738409 genetic marker was associated with cirrhosis. Thus, we observed that among 152 individuals carrying the G allele (GG and GC genotypes), 45 (29.6%) showed this condition, whereas the proportion of cirrhotic subjects among those bearing the CC genotype was 20.0% (36 out of 180 individuals) (p = 0.042; OR = 1.683; 95%CI = 1.016–2.786).

In the univariate analysis, other factors associated with cirrhosis were older age, lower total cholesterol levels and alcohol intake (Table 2). Factors that remained independently related to cirrhosis in the multivariate analysis were the presence of the PNPLA3 rs738409 G allele, older age, lower HCV viral load and total cholesterol levels (Table 2).

Study 2. Factors associated with significant liver stiffness progression

Among the 171 patients with paired LS determinations, 37 (21.6%) were classified as individuals with significant LSP. No differences were observed in the median time between LS determinations in patients with and without significant LSP (median [quartile 1 –quartile 3]: 2.56 [1.27–5.39] years versus 2.17 [1.29–4.30] years, respectively; p = 0.561).

The genotypic distributions of the three SNPs analyzed are displayed in Table 3.

[Figure omitted. See PDF.]

Table 3. Associations with significant liver stiffness progression (Study 2).

https://doi.org/10.1371/journal.pone.0168265.t003

No association was found between SAMM50 rs738491 or LPPR4 rs12743824 and significant LSP. A higher proportion of PNPLA3 rs738409 G allele carriers was observed in individuals with significant LSP. Thus, among 69 individuals carrying the G allele, 21 (30.4%) showed significant LSP, whereas for those bearing the CC genotype the frequency of significant LSP was 15.7% (16 out of 102 individuals) (p = 0.022; OR = 2.35; 95% CI = 1.12–4.92). Accordingly, LSPR was significantly higher in GG/GC carriers than that observed for CC carriers (median [quartile 1 –quartile 3]: 0.27 [-0.25–2.07] kPa/year versus 0.00 [-0.78–0.81] kPa/year, respectively; p = 0.014) (Fig 1).

[Figure omitted. See PDF.]

Fig 1. Liver stiffness progression rate according to PNPLA3 rs738409 genotype.

https://doi.org/10.1371/journal.pone.0168265.g001

Table 3 shows other factors associated with significant LSP in the univariate analysis. In the multivariate analysis, only the presence of the PNPLA3 rs738409 G allele and high alcohol intake remained as independent factors associated with this outcome (Table 3). When the same analysis was carried out excluding individuals with cirrhosis at baseline the presence of the PNPLA3 rs738409 G showed a trend to association with significant LSP (adjusted p-value = 0.053; adjusted odds ratio = 2.73; 95% CI = 0.98–7.56).

Study 3. Role of rs738409 in patients with end stage of liver disease

We analyzed the PNPLA3 rs738409 genotypic distribution in 28 HIV/HCV-coinfected individuals who underwent a liver transplant because of end-stage liver disease, as well as, in 19 coinfected and non-cirrhotics controls (study population 2). In the end-stage liver disease group, 8 (28.6%) individuals were CC, 16 (57.1%) were GC and 4 (14.3%) were GG. The corresponding figures for the control group were 11 (57.9%) CC, 7 (36.8%) GC and 1 (5.3%) GG. The genotypic distribution and the allelic frequencies of these polymorphisms observed in the control group were in accordance with those published for European Caucasian populations (p>0.700). The proportion of GG/GC carriers was higher in HIV/HCV-coinfected patients with end-stage liver disease than in control individuals (p = 0.044, OR = 3.43; CI = 1.01–11.70).

Discussion

The results obtained in this study support that the FLD-related PNPLA3 rs738409 genetic variant is associated with liver disease progression in HIV/HCV-coinfected patients. On the contrary, others SNPs associated with FLD in the HIV-infected population such as SAMM50 rs738491 and LPPR4 rs12743824 do not seem to have a relevant role on liver disease evolution in these patients.

Even though PNPLA3 rs738409 has been widely studied in different chronic liver diseases, the influence of this polymorphism on liver fibrosis progression in HIV/HCV-coinfected patients has not been consistently established [8–11]. Thus, Mandorfer et al, [11] identified an univariate association between PNPLA3 rs738409 G allele and faster fibrosis progression rate in a preliminary study carried out in a small sample of HIV/HCV-coinfected individuals. However, they did not detected any relationship between PNPLA3 rs738409 and stage of fibrosis in a recent study performed in 177 HIV/HCV-coinfected patients [9]. Similarly, the authors of a recent work analyzed 168 coinfected patients and reported no association between this variant and advanced liver fibrosis [10]. By contrast, in another study performed in a sample of 215 HIV/HCV-coinfected individuals, a significant association between PNPLA3 rs738409 G allele and advanced fibrosis was found [8]. Nevertheless, in the latter study, the association of the PNPLA3 genetic variation with fibrosis progression did not reach the level of statistical significance. Since the development of advanced fibrosis in HCV-infected individuals is influenced by the duration of HCV infection, and, consequently, by age [17], the contradictory results about the association between PNPLA3 rs738409 G allele and fibrosis could be due to the cross-sectional design of some of these studies. The size of the sample included is an additional issue. Thus, association studies with advanced liver fibrosis as end-point need large populations and/or validations in separate populations. These requirements were not fulfilled in the above-stated studies. A more comprehensive approach to this problem is to test the influence of PNPLA3 rs738409 G allele on the progression of liver disease. Two studies analyzed this outcome and reported a trend toward the association [8] or an univariate association [11]. Our study, which was carried out in a larger sample, identified the presence of PNPLA3 rs738409 G allele as an independent risk factor for cirrhosis in HIV/HCV-coinfected patients. Moreover, as a validation of this finding, we detected a higher frequency of PNPLA3 rs738409 G allele carriers in a group of HIV-infected individuals who had reached end-stage of liver disease due to HCV infection. This association was also confirmed by proving a relationship between this polymorphism and significant LSP. Taken together, our results clearly support the implication of PNPLA3 rs738409 on fibrosis progression and, ultimately, the development of cirrhosis in HIV/HCV coinfection. These findings are also in agreement with those obtained in the HCV monoinfection setting where PNPLA3 rs738409 has been associated with both, cirrhosis [18, 19] and fibrosis progression [20–22].

We previously reported a lack of association between the PNPLA3 rs738409 variant and FLD in HIV/HCV-coinfected individuals [14]. Although Signelli et al. found a relation of this SNP with steatosis in a small population [10], our finding has been replicated by others [8, 9]. This was a relatively surprising result since this genetic variant has been extensively related to non-alcoholic FLD in general population [23–25] and in HCV-monoinfected patients [18, 20, 26, 27]. The relation of this genetic variant to cirrhosis without a clear association with FLD in the HIV/HCV-coinfected population could be pointing out to the existence of other factors that modulate the effect of this variant on the liver [22]. More studies are warranted to elucidate this issue. By contrast, the other SNPs evaluated here, linked to SAMM50 and LPPR4 genes, which were previously associated with FLD in the HIV-infected population [14], have not shown any association with cirrhosis or significant LSP in our study. Taking into account the sample size analyzed, the case-control ratio and the minor allele frequency of those genetic markers in our population, our study had a 75% and 80% power to detect OR = 2 for the study of association of SAMM50 rs738491 and LPPR4 rs12743824 polymorphisms with cirrhosis, respectively. Consequently, the absence of association with cirrhosis is probably not due to the lack of statistical power. Therefore, our results suggest that these genetic markers do not have a prevalent role on fibrosis progression.

During the last years, many studies have focused on unraveling the pathophysiological mechanisms of PNPLA3 effects. However they are still unclear [28]. PNPLA3 is a lipase highly expressed in human liver and adipose tissue. Alterations produced by PNPLA3 rs738409 polymorphism yield changes in the enzyme catalytic binding site leading to the cellular triglyceride accumulation [29]. This mechanism could explain the etiology of FLD and its relation to PNPLA3 rs738409 polymorphism. However, this hypothesis have not been validated in any in vivo experiment performed so far [28]. In addition, PNPLA3 also seems to have a key role as a liver metabolic modulator, and PNPLA3 rs738409 polymorphism could produce a shift to anaerobic metabolism and mitochondrial dysfunction in hepatocytes [30]. This could explain its contribution to other liver diseases, as HCV-related liver disease. However, more studies are necessary to test this hypothesis.

Our study has some limitations. First, the sample sizes of study population 2 and the subpopulation where LSP was analyzed, were relatively small. In spite of this, the effect of PNPLA3 rs738409 was in the same direction in all cases. Second, the longitudinal analysis carried out in that subpopulation was retrospective. Therefore, the quality and quantity of clinical data could have been limited to their availability and, selection bias cannot be excluded. Nevertheless, we did not observe considerable differences between the study population 1 and the subpopulation where LSP was analyzed (Table 1). Third, we included cirrhotic patients at the date of the first LS determination (baseline) to assess factors associated with significant LSP. Generally, these patients are excluded when fibrosis progression is evaluated in liver biopsy studies. This was due to the calculation of fibrosis progression using fibrosis staging classifications, where individuals in the last stage of fibrosis are not susceptible to progress anymore. However, LSP also occurs in cirrhosis stage (>14.5 kPa) and, it has been reported that patients with LS values over specific LS cut-off values, such as 21 kPa or 40 kPa, have a poorer prognosis [31, 32]. In addition, increases in LS in patients with cirrhosis have been proven to be associated with liver decompensation [33, 34]. Thus, we believe that the inclusion of these individuals in the study of LSP allows a comprehensive analysis of this trait. Of note, when these individuals were not included, the presence of the PNPLA3 rs738409 G allele trended to be associated with significant LSP. Fourth, since we used significant LSP as the main variable instead of LSPR, the associations found with significant LSP might be confounded by the length of time between LS determinations. For that reason, multivariate analysis performed in the subpopulation where LSP was studied was adjusted by this variable. Moreover, it is important to note that LSPR was higher in those patients bearing the PNPLA3 rs738409 G allele (Fig 1).

In conclusion, our results, in combination with previous evidence, confirm a role of PNPLA3 rs738409 in fibrosis progression in HIV/HCV co-infection. Because of the effect of this polymorphism on LSP (Table 3), this genetic marker should be taken into account, together with other risk factors, for identifying coinfected patients at high likelihood of developing advanced fibrosis. Hence, it could be useful for the prioritization of those patients who should receive anti-HCV treatment with direct-acting antivirals, mainly in those countries where the use of these antivirals is restricted.

Acknowledgments

We would like to thank Elisabet Perez for the technical support in the DNA isolation processes.

The other members of the HEPAVIR-esteatosis Study Group are:

From the Unit of Infectious Diseases and Microbiology of Valme University Hospital (Seville, Spain): Karin Neukam, María Mancebo, Fernando Sausol, Maria J. Alvarez-Ossorio and Pilar Rincón.

From the Unit of Infectious Diseases of Reina Sofía University Hospital (Córdoba, Spain): Antonio Rivero, Teresa Brieva, Angela Camacho, Ismael Zafra and Laura Ruiz-Torres.

From the Unit of Infectious Diseases of La Línea de la Concepción Hospital (Cádiz, Spain): Montserrat Pérez-Pérez, Emilio Campos, Sandra Lorenzo, Ana Pacheco, Mónica Castro and Estefanía Santolo.

From the Unit of Unit of Infectious Diseases of Huelva University Hospital, (Huelva, Spain): Miguel Raffo.

The lider of this group is Juan Macías from the Unit of Infectious Diseases and Microbiology of Valme University Hospital (Seville, Spain) (e-mail address: [email protected]).

Author Contributions

1. Conceptualization: LMR RN-T JAP GG.

2. Data curation: MM JM.

3. Formal analysis: LMR RN-T JM JAP NM.

4. Funding acquisition: LMR JAP.

5. Investigation: LMR RN-T MM MF GD.

6. Methodology: LMR RN-T AR-J JAP JM.

7. Project administration: LMR JAP JG-M.

8. Resources: FT DM NM JG-M GG JM JAP AR-J.

9. Supervision: LMR JAP JG-M JM.

10. Validation: GD GG MF.

11. Visualization: RN-T LMR AR-J JAP.

12. Writing – original draft: RN-T LMR JM JAP.

13. Writing – review & editing: MF GD GG AR-J FT DM.

Citation: Núñez-Torres R, Macías J, Mancebo M, Frías M, Dolci G, Téllez F, et al. (2016) The PNPLA3 Genetic Variant rs738409 Influences the Progression to Cirrhosis in HIV/Hepatitis C Virus Coinfected Patients. PLoS ONE 11(12): e0168265. https://doi.org/10.1371/journal.pone.0168265

References

1. Graham CS, Baden LR, Yu E, Mrus JM, Carnie J, Heeren T, et al. Influence of human immunodeficiency virus infection on the course of hepatitis C virus infection: a meta-analysis. Clin Infect Dis. 2001;33: 562–569. pmid:11462196

2. Macias J, Berenguer J, Japon MA, Giron JA, Rivero A, Lopez-Cortes LF, et al. Fast fibrosis progression between repeated liver biopsies in patients coinfected with human immunodeficiency virus/hepatitis C virus. Hepatology. 2009;50: 1056–1063. pmid:19670415

3. Barreiro P, Martin-Carbonero L, Nunez M, Rivas P, Morente A, Simarro N, et al. Predictors of liver fibrosis in HIV-infected patients with chronic hepatitis C virus (HCV) infection: assessment using transient elastometry and the role of HCV genotype 3. Clin Infect Dis. 2006;42: 1032–1039. pmid:16511772

4. Gonzalez FA, Van den Eynde E, Perez-Hoyos S, Navarro J, Curran A, Burgos J, et al. Liver stiffness and aspartate aminotransferase levels predict the risk for liver fibrosis progression in hepatitis C virus/HIV-coinfected patients. HIV Med. 2015;16: 211–218. pmid:25234826

5. Leite AG, Duarte MI, Mendes-Correa MC. Fibrosis Progression in Paired Liver Biopsies from HIV/HCV-Coinfected Patients without Prior Treatment of Hepatitis C. J Int Assoc Provid AIDS Care. 2015;14: 463–468. pmid:26056147

6. Macias J, Castellano V, Merchante N, Palacios RB, Mira JA, Saez C, et al. Effect of antiretroviral drugs on liver fibrosis in HIV-infected patients with chronic hepatitis C: harmful impact of nevirapine. Aids. 2004;18: 767–774. pmid:15075511

7. Macias J, Mira JA, Lopez-Cortes LF, Santos I, Giron-Gonzalez JA, Gonzalez-Serrano M, et al. Antiretroviral therapy based on protease inhibitors as a protective factor against liver fibrosis progression in patients with chronic hepatitis C. Antivir Ther. 2006;11: 839–846. pmid:17302246

8. Jimenez-Sousa MA, Berenguer J, Garcia-Alvarez M, Gutierrez-Rivas M, Aldamiz-Echevarria T, Tejerina F, et al. Impact of patatin-like phospholipase domain-containing 3 gene polymorphism (rs738409) on severity of liver disease in HIV/hepatitis C virus-coinfected patients. Aids. 2016;30: 465–470. pmid:26760234

9. Scheiner B, Mandorfer M, Schwabl P, Payer BA, Bucsics T, Bota S, et al. The Impact of PNPLA3 rs738409 SNP on Liver Fibrosis Progression, Portal Hypertension and Hepatic Steatosis in HIV/HCV Coinfection. PLoS One. 2015;10: e0143429. pmid:26599080

10. Sagnelli C, Merli M, Uberti-Foppa C, Hasson H, Cirillo G, Grandone A, et al. Impact of PNPLA3 variants on liver histology of 168 patients with HIV infection and chronic hepatitis C. Clin Microbiol Infect. 2016;22: 372–378. pmid:26806136

11. Mandorfer M, Payer BA, Schwabl P, Steiner S, Ferlitsch A, Aichelburg MC, et al. Revisiting liver disease progression in HIV/HCV-coinfected patients: the influence of vitamin D, insulin resistance, immune status, IL28B and PNPLA3. Liver Int. 2015;35: 876–885. pmid:24905495

12. Fan JH, Xiang MQ, Li QL, Shi HT, Guo JJ. PNPLA3 rs738409 Polymorphism Associated with Hepatic Steatosis and Advanced Fibrosis in Patients with Chronic Hepatitis C Virus: A Meta-Analysis. Gut Liver. 2015.

13. Sookoian S, Pirola CJ. Meta-analysis of the influence of I148M variant of patatin-like phospholipase domain containing 3 gene (PNPLA3) on the susceptibility and histological severity of nonalcoholic fatty liver disease. Hepatology. 2011;53: 1883–1894. pmid:21381068

14. Macias J, Rivero-Juarez A, Neukam K, Tellez F, Merino D, Frias M, et al. Impact of genetic polymorphisms associated with nonalcoholic fatty liver disease on HIV-infected individuals. Aids. 2015;29: 1927–1935. pmid:26352879

15. Macias J, Gonzalez J, Tural C, Ortega-Gonzalez E, Pulido F, Rubio R, et al. Prevalence and factors associated with liver steatosis as measured by transient elastography with controlled attenuation parameter in HIV-infected patients. AIDS. 2014;28: 1279–1287. pmid:24614088

16. Vergara S, Macias J, Rivero A, Gutierrez-Valencia A, Gonzalez-Serrano M, Merino D, et al. The use of transient elastometry for assessing liver fibrosis in patients with HIV and hepatitis C virus coinfection. Clin Infect Dis. 2007;45: 969–974. pmid:17879910

17. Pradat P, Voirin N, Tillmann HL, Chevallier M, Trepo C. Progression to cirrhosis in hepatitis C patients: an age-dependent process. Liver Int. 2007;27: 335–339. pmid:17355454

18. Valenti L, Rumi M, Galmozzi E, Aghemo A, Del Menico B, De Nicola S, et al. Patatin-like phospholipase domain-containing 3 I148M polymorphism, steatosis, and liver damage in chronic hepatitis C. Hepatology. 2011;53: 791–799. pmid:21319195

19. Krawczyk M, Grunhage F, Zimmer V, Lammert F. Variant adiponutrin (PNPLA3) represents a common fibrosis risk gene: non-invasive elastography-based study in chronic liver disease. J Hepatol. 2011;55: 299–306. pmid:21168459

20. Trepo E, Pradat P, Potthoff A, Momozawa Y, Quertinmont E, Gustot T, et al. Impact of patatin-like phospholipase-3 (rs738409 C>G) polymorphism on fibrosis progression and steatosis in chronic hepatitis C. Hepatology. 2011;54: 60–69. pmid:21488075

21. Rueger S, Bochud PY, Dufour JF, Mullhaupt B, Semela D, Heim MH, et al. Impact of common risk factors of fibrosis progression in chronic hepatitis C. Gut. 2015;64: 1605–1615. pmid:25214320

22. Singal AG, Manjunath H, Yopp AC, Beg MS, Marrero JA, Gopal P, et al. The effect of PNPLA3 on fibrosis progression and development of hepatocellular carcinoma: a meta-analysis. Am J Gastroenterol. 2014;109: 325–334. pmid:24445574

23. Romeo S, Kozlitina J, Xing C, Pertsemlidis A, Cox D, Pennacchio LA, et al. Genetic variation in PNPLA3 confers susceptibility to nonalcoholic fatty liver disease. Nat Genet. 2008;40: 1461–1465. pmid:18820647

24. Speliotes EK, Yerges-Armstrong LM, Wu J, Hernaez R, Kim LJ, Palmer CD, et al. Genome-wide association analysis identifies variants associated with nonalcoholic fatty liver disease that have distinct effects on metabolic traits. PLoS Genet. 2011;7: e1001324. pmid:21423719

25. Kawaguchi T, Sumida Y, Umemura A, Matsuo K, Takahashi M, Takamura T, et al. Genetic polymorphisms of the human PNPLA3 gene are strongly associated with severity of non-alcoholic fatty liver disease in Japanese. PLoS One. 2012;7: e38322. pmid:22719876

26. Petta S, Vanni E, Bugianesi E, Rosso C, Cabibi D, Camma C, et al. PNPLA3 rs738409 I748M is associated with steatohepatitis in 434 non-obese subjects with hepatitis C. Aliment Pharmacol Ther. 2015;41: 939–948. pmid:25801076

27. Yasui K, Kawaguchi T, Shima T, Mitsuyoshi H, Seki K, Sendo R, et al. Effect of PNPLA3 rs738409 variant (I148 M) on hepatic steatosis, necroinflammation, and fibrosis in Japanese patients with chronic hepatitis C. J Gastroenterol. 2015;50: 887–893. pmid:25543233

28. Boursier J, Diehl AM. Patatin-like phospholipase domain-containing protein 3 and liver disease: opportunities to unravel mechanisms underlying statistical associations. Hepatology. 2015;61: 18–20. pmid:25234690

29. Romeo S, Huang-Doran I, Baroni MG, Kotronen A. Unravelling the pathogenesis of fatty liver disease: patatin-like phospholipase domain-containing 3 protein. Curr Opin Lipidol. 2010;21: 247–252. pmid:20480550

30. Min HK, Sookoian S, Pirola CJ, Cheng J, Mirshahi F, Sanyal AJ. Metabolic profiling reveals that PNPLA3 induces widespread effects on metabolism beyond triacylglycerol remodeling in Huh-7 hepatoma cells. Am J Physiol Gastrointest Liver Physiol. 2014;307: G66–76. pmid:24763554

31. Merchante N, Rivero-Juarez A, Tellez F, Merino D, Jose Rios-Villegas M, Marquez-Solero M, et al. Liver stiffness predicts clinical outcome in human immunodeficiency virus/hepatitis C virus-coinfected patients with compensated liver cirrhosis. Hepatology. 2012;56: 228–238. pmid:22278746

32. Bureau C, Metivier S, Peron JM, Selves J, Robic MA, Gourraud PA, et al. Transient elastography accurately predicts presence of significant portal hypertension in patients with chronic liver disease. Aliment Pharmacol Ther. 2008;27: 1261–1268. pmid:18397389

33. Merchante N, Tellez F, Rivero-Juarez A, Rios-Villegas MJ, Merino D, Marquez-Solero M, et al. Progression of liver stiffness predicts clinical events in HIV/HCV-coinfected patients with compensated cirrhosis. BMC Infect Dis. 2015;15: 557. pmid:26643257

34. Corpechot C, Carrat F, Poujol-Robert A, Gaouar F, Wendum D, Chazouilleres O, et al. Noninvasive elastography-based assessment of liver fibrosis progression and prognosis in primary biliary cirrhosis. Hepatology. 2012;56: 198–208. pmid:22271046