IL28B genotype is associated with differential expression of intrahepatic interferon-stimulated...

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IL28B genotype is associated with differential expression of intrahepatic interferon-stimulated genes in chronic hepatitis C patients Thomas J. Urban 1,* , Alexander J. Thompson 2,* , Shelton Bradrick 3,* , Jacques Fellay 1 , Detlef Schuppan 4 , Kenneth D. Cronin 1 , Linda Hong 1 , Alexander McKenzie 1 , Keyur Patel 2 , Kevin V. Shianna 1 , John G. McHutchison 2 , David B. Goldstein 1,3 , and Nezam Afdhal 4 1 Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA 2 Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA 3 Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, NC, USA 4 Beth Israel Deaconess Medical Center, Harvard School of Medicine, Boston, MA, USA Abstract Genetic variation in the IL28B region has been associated with sustained virological response (SVR) rates in chronic hepatitis C (CHC) patients treated with peginterferon-α and ribavirin. We hypothesized that IL28B polymorphism is associated with intrahepatic expression of interferon- stimulated genes (ISGs), known to influence treatment outcome. IL28B genotyping (rs12979860) and whole-genome RNA expression were performed using liver biopsies from 61 North American CHC patients. After correction for multiple testing (false discovery rate < 0.10), 164 transcripts were found to be differentially expressed by IL28B-type. The interferon signaling pathway was the most enriched canonical pathway differentially expressed by IL28B-type (p < 10 −5 ), with most genes showing higher expression in livers of individuals carrying the poor-response IL28B-type. In 25 patients for which treatment response data were available, IL28B-type was associated with SVR (p = 0.0054). ISG expression was also associated with SVR; however, this was not independent of IL28B-type. Analysis of miR-122 expression in liver biopsies showed reduced miR-122 levels associated with poorer treatment outcome, independently of IL28B-type. No association was observed between IL28B-type and levels of liver IL28B or IL28A mRNA expression. IL28B protein sequence variants associated with rs12979860 were therefore investigated in vitro: no differences in ISG induction or inhibition of HCV replication were observed in Huh7.5 cells. Conclusion—The good response IL28B variant was strongly associated with lower level ISG expression. The results suggest that IL28B genotype may explain the relationship between hepatic ISG expression and HCV treatment outcome, and this is independent of miR-122 expression. IL28B-type was not associated with intrahepatic IL28B mRNA expression in vivo. Further investigation of the precise molecular mechanism(s) by which IL28B genetic variation influences HCV outcomes is warranted. Corresponding Author: Nezam Afdhal, MD, Liver Research Center, Beth Israel Deaconess Medical Center, 110 Francis Street, Boston, MA 02215, [email protected]. * These authors contributed equally to this work. Disclosure: Authors T.J.U., A.J.T., J.F., K.V.S., J.G.M., and D.B.G. are listed as inventors on a patent application related to this work. NIH Public Access Author Manuscript Hepatology. Author manuscript; available in PMC 2013 May 14. Published in final edited form as: Hepatology. 2010 December ; 52(6): 1888–1896. doi:10.1002/hep.23912. NIH-PA Author Manuscript NIH-PA Author Manuscript NIH-PA Author Manuscript

Transcript of IL28B genotype is associated with differential expression of intrahepatic interferon-stimulated...

IL28B genotype is associated with differential expression ofintrahepatic interferon-stimulated genes in chronic hepatitis Cpatients

Thomas J. Urban1,*, Alexander J. Thompson2,*, Shelton Bradrick3,*, Jacques Fellay1, DetlefSchuppan4, Kenneth D. Cronin1, Linda Hong1, Alexander McKenzie1, Keyur Patel2, KevinV. Shianna1, John G. McHutchison2, David B. Goldstein1,3, and Nezam Afdhal41 Center for Human Genome Variation, Duke University Medical Center, Durham, NC, USA2 Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA3 Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham,NC, USA4 Beth Israel Deaconess Medical Center, Harvard School of Medicine, Boston, MA, USA

AbstractGenetic variation in the IL28B region has been associated with sustained virological response(SVR) rates in chronic hepatitis C (CHC) patients treated with peginterferon-α and ribavirin. Wehypothesized that IL28B polymorphism is associated with intrahepatic expression of interferon-stimulated genes (ISGs), known to influence treatment outcome. IL28B genotyping (rs12979860)and whole-genome RNA expression were performed using liver biopsies from 61 North AmericanCHC patients. After correction for multiple testing (false discovery rate < 0.10), 164 transcriptswere found to be differentially expressed by IL28B-type. The interferon signaling pathway wasthe most enriched canonical pathway differentially expressed by IL28B-type (p < 10−5), with mostgenes showing higher expression in livers of individuals carrying the poor-response IL28B-type.In 25 patients for which treatment response data were available, IL28B-type was associated withSVR (p = 0.0054). ISG expression was also associated with SVR; however, this was notindependent of IL28B-type. Analysis of miR-122 expression in liver biopsies showed reducedmiR-122 levels associated with poorer treatment outcome, independently of IL28B-type. Noassociation was observed between IL28B-type and levels of liver IL28B or IL28A mRNAexpression. IL28B protein sequence variants associated with rs12979860 were thereforeinvestigated in vitro: no differences in ISG induction or inhibition of HCV replication wereobserved in Huh7.5 cells.

Conclusion—The good response IL28B variant was strongly associated with lower level ISGexpression. The results suggest that IL28B genotype may explain the relationship between hepaticISG expression and HCV treatment outcome, and this is independent of miR-122 expression.IL28B-type was not associated with intrahepatic IL28B mRNA expression in vivo. Furtherinvestigation of the precise molecular mechanism(s) by which IL28B genetic variation influencesHCV outcomes is warranted.

Corresponding Author: Nezam Afdhal, MD, Liver Research Center, Beth Israel Deaconess Medical Center, 110 Francis Street,Boston, MA 02215, [email protected].*These authors contributed equally to this work.

Disclosure: Authors T.J.U., A.J.T., J.F., K.V.S., J.G.M., and D.B.G. are listed as inventors on a patent application related to this work.

NIH Public AccessAuthor ManuscriptHepatology. Author manuscript; available in PMC 2013 May 14.

Published in final edited form as:Hepatology. 2010 December ; 52(6): 1888–1896. doi:10.1002/hep.23912.

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Keywordsinterferon lambda; hepatitis C virus; gene expression

Three initial independent genome wide association studies (GWAS) have recently identifiedvariation in the region of the IL28B gene on chromosome 19 to be a key predictor ofpeginterferon-α (pegIFN) and ribavirin (RBV) treatment response in patients chronicallyinfected with genotype 1 hepatitis C virus(1–3). This region was subsequently also identifiedto be important for spontaneous clearance of HCV infection (4, 5), suggesting a role in theregulation of endogenous as well as exogenous type 1 IFN responses. However, the causalvariant and the biological mechanism responsible for this association have yet to beunraveled.

In addition, in a GWAS analysis of pretreatment HCV viral load, the paradoxicalobservation was made that the good response variant was associated with a higher level ofcirculating HCV RNA(1). Although the differences in median viral load between therespective IL28B genotypes were small and perhaps of limited clinical significance, thefinding was surprising, given that most therapeutic studies have noted an associationbetween high viral load and reduced response to pegIFN and RBV treatment(6). Areasonable hypothesis might involve differential levels of intrahepatic interferon-stimulatedgene (ISG) expression according to IL28B genotype, where the good response variant wasassociated with lower levels of intrahepatic ISG expression, and therefore slightly higherlevels of circulating serum HCV RNA.

There has been recent interest in the relationship between intrahepatic ISG expression inpatients chronically infected with HCV, and response to IFN-based treatment regimens. Agrowing body of evidence, in both humans and the chimpanzee model, supports a paradigmin which IFN non-response is associated with pre-activated, perhaps maximally or perhapsinappropriately stimulated intrahepatic ISG expression(7–11). In contrast, quiescent liverISGs pre-treatment have been associated with sensitivity to exogenous IFN therapy and viraleradication. The mechanistic basis for this association is unknown, and it remains unclearwhether it is driven by the host, the virus, or both.

We hypothesized that these patterns of intrahepatic ISG expression reflect differences inhost innate antiviral immunity, and that a key determinant is the recently identified IL28Bpolymorphism. The current analysis summarizes results of global liver gene expressionprofiling according to IL28B genotype, in a well-characterized cohort of North Americanchronic hepatitis C patients, and in vitro assays of cytokine potency according to IL28Bgenotype.

Materials and MethodsPatient Population

Sixty-one patients were recruited for this study; all attended the Liver Clinic at Beth IsraelDeaconess Medical Center (Harvard University, Boston, MA, USA) for the management ofHCV mono-infection, and had consented to storage of liver biopsy specimens and clinicaldata for research purposes. Liver biopsy in all patients was performed at this institution, andliver specimens were immediately placed in RNA later (Qiagen, Valencia, CA, USA) beforestorage at −80°C. Forty-one patients were treatment-naïve at the time of liver biopsy, and 20were non-responders (NR) to prior IFN-based treatment regimens (standard / pegIFN ±RBV). Detailed description of initial viral response was not available for all patients, andsince sample size was small, we grouped non-responders and relapsers as treatment failures

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and compared them to patients who attained SVR (responders). All patients had stoppedantiviral therapy at least 6 months prior to biopsy. Written informed consent was obtainedfrom all patients. The protocol was approved by the Institutional Review Board at BethIsrael Deaconess Medical Center.

At the time of liver biopsy, all patients had blood taken for serum liver function tests, aquantitative measure of serum/plasma HCV RNA performed using the Roche PCR assay,with a lower limit of detection of 50 IU/mL. HCV genotyping was performed using the lineprobe assay in all patients. All biopsy samples were evaluated by a single hepatopathologistand scored for stage of fibrosis and grade of inflammation using the METAVIR scoringsystem(12).

DNA / RNA extractionTotal RNA and genomic DNA were extracted from liver biopsies using the QIAgen RNeasyMini Kit (QIAgen, Valencia, CA, USA) with a modification of the manufacturer’s protocolfor DNA extraction after elution of RNA (http://www.natureprotocols.com/2009/08/17/a_useful_procedure_to_isolate.php).

IL28B genotypingThe region on chromosome 19 associated with HCV treatment response contains multipleSNPs in linkage disequilibrium around the IL28B gene(1–3). We selected the most stronglyassociated SNP, rs12979860, which is a bi-allelic polymorphism (CC, CT, TT) that has beenassociated with treatment response in both Caucasians and African Americans (1).Genotyping was performed using the ABI TaqMan allelic discrimination kit and theABI7900HT sequence Detection System (Applied Biosystems, Carlsbad, CA, USA) in 5uLreaction volume using standard Taqman Universal PCR conditions. Primer and probesequences were: Forward Primer 5’-GCCTGTCGTGTACTGAACCA-3’, Reverse Primer5’-GCGCGGAGTGCAATTCAAC-3’, Probe (C allele) 5’-VIC-TGGTTCGCGCCTTC-3’,Probe (T allele) 5’-FAM-CTGGTTCACGCCTTC-3’. Genotyping was conducted in ablinded fashion relative to HCV treatment status and other patient or treatment responsecharacteristics.

Expression AnalysisApproximately 200 ng total RNA was amplified and transcribed to cRNA, and hybridized toIllumina HT-12 Expression BeadChip per the manufacturer’s protocol (Illumina Inc., SanDiego, CA, USA), targeting around 25,000 annotated genes with more than 48,000 probes.

Quantitative PCR for Targeted Gene Expression MeasurementsA custom Taqman MGB assay for gene expression was designed to achieve 1000-foldspecificity for IL28B vs. the close homolog IL28A (see Supplemental Figure S1). Primerand probe sequences are provided in the Supplemental Materials. Applied BiosystemsTaqman Assays-on-Demand were used to detect expression of selected ISGs: IFI6, IFI27,and ISG15. miR-122 and RNA U6 determination was made using a specific TaqmanMicroRNA Assay(Applied Biosystems, Foster City, CA, USA). Approximately 1 μg of totalRNA from liver biopsies was reverse transcribed using the High-Capacity cDNA SynthesisKit (Applied Biosystems, Foster City, CA, USA), using either an miRNA-specific primer(for miR-122 and U6) or random hexamer primers. Approximately 100 ng cDNA was usedper reaction in a total volume of 10 μL, and duplicate reactions were performed for eachsample. Data were transformed using the ΔΔCT method normalizing to GAPDH or beta-actin as reference genes(for miR-122, U6 RNA was used as a reference), and furthernormalized to the lowest-expressing sample for comparison.

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In Vitro Characterization of Coding IL28B VariantsRecombinant proteins were produced by cloning expression-optimized (Blue HeronBiotechnology) IL28B cDNA sequences corresponding to the two alternative alleles at thers8103142 IL28B coding variant into pGEX-6P-2. GST fusion proteins were expressed inBL-21 cells and purified using glutathione-sepharose according to the manufacturer (GEHealthcare). Protein integrity and concentration were determined by SDS-PAGE.

For purification from human cells, the IL28B cDNA sequences corresponding to the twoalternative alleles at the rs8103142 variant were cloned into pcDNA5/FRT/TO and stablyintegrated into Flp-in-Trex 293 cells(Invitrogen, Carlsbad, CA, USA). After 24 hours ofculture of confluent stable cells in serum-free media containing 1 μg/ml doxycycline, thesupernatant was collected and concentrated using centricon devices (Millipore, Billerica,MA , USA). Total protein was measured by the Bradford method, and serial dilutions ofconcentrate were used to treat Huh7.5 cells hosting an HCV replicon as described previously(13). HCV replicon RNA measurement was performed using a custom Taqman real-timePCR method, normalizing to GAPDH mRNA expression. Primer and probe sequences forHCV RNA determination were: Forward Primer 5’-TCAATAGGGTGGCTTCATGCCTCA-3’, Reverse Primer 5’-TGGAGTGAGTTTGAGCTTGGTCCT-3’, Probe 5’-VIC-TGGCAAGTACCTCTTCAACTGGGCA-3’. Measurement of MX1 expression wasperformed in parallel using a specific Taqman Gene Expression Assay (Applied Biosystems,Foster City, CA, USA). Kinetics of HCV inhibition and MX1 stimulation were estimated byleast-squares regression using GraphPad Prism v5(GraphPad Software, Inc., La Jolla, CA,USA).

Statistical AnalysisMicroarray expression data were analyzed using the Partek Genomics Suite v6.4 (PartekInc., St. Louis, MO, USA). Expression data were log2-transformed and normalized byquantile normalization prior to statistical analysis. Outlier samples identified by principalcomponents analysis were removed from the study. A linear mixed model analysis wasperformed using ANCOVA. IL28B genotype, gender, age and ethnicity were included in themodel. A false discovery rate threshold of 0.1 was used to correct for multiple testing,corresponding to a p-value< 4.3 × 10−4. Baseline HCV viral load was added to the linearmodel to determine viral load-independent relationships between IL28B genotype and geneexpression. Enrichment of differentially expressed genes in particular biological pathwayswas determined using Ingenuity Pathway Analysis v8.0 (Ingenuity Systems Inc., RedwoodCity, CA, USA).A composite ISG metric was calculated as the average expression level ofIFI6, IFI27, and ISG15 after linear (anti-log2) transformation and tested for association withSVR, IL28B genotype, and miR-122 expression by ANOVA. Differences in potencybetween IFN-λ3 variants were assessed by comparison of the 95% confidence intervals ofthe IC50 or EC50 parameter estimates.

ResultsPatient Characteristics

The characteristics of the 61 patients included in the study are described in Table 1. Patientsrepresented multiple ethnicities including African American, Caucasian and Hispanic, withthe majority infected with genotype 1 HCV(Table 1). Most patients had mild-to-moderatehepatic necro-inflammatory activity and fibrosis. The distribution of IL28B genotype islisted in Table 1. The C allele frequency was 0.55 and these genotypes were in Hardy-Weinberg equilibrium(P=0.76).

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Gene Expression Profile vs IL28B genotypeBased on previous reports suggesting modest differences between CT and TT genotypes atrs12979860 in relation to SVR (1–3), genotypes were collapsed into a recessive model andcomparisons were performed as CC vs. CT or TT (non-CC) genotypes. After applying afalse discovery rate threshold of <0.1 to minimize false positive associations, a total of 164genes were found to be differentially expressed between genotype groups. A full list ofdifferentially expressed genes and the corresponding fold-change in expression and p-valueis provided in Supplemental Table S1.

Further filtering to those genes with FDR <0.1 and absolute expression differences of atleast ± 1.5-fold between CC vs. non-CC individuals gave a subset of 32 genes highlydifferentially expressed by genotype. Hierarchical clustering of this subset showed strongdiscrimination by IL28B genotype (see Figure 1), with a large number of ISGs havingsignificantly lower expression in CC vs non-CC genotypes, including biologically relevantISGs such as MX1 (2.6-fold), OAS1 (1.9-fold), OAS2 (2.2-fold), OAS3 (2.1-fold), IFIT1(2.3-fold), IFIT2, (1.7-fold), IFIT3 (1.8-fold) and ISG15 (3.9-fold). Notably, three genes inthis subset showed the reverse effect, with higher expression in CC vs non-CC individuals:FCN1 (1.8-fold), CXCL9 (3.3-fold) and CCL8 (1.6-fold).

Genes showing significant association with IL28B genotype were then analyzed foroverrepresentation in known biological pathways using Ingenuity software. A number ofimmunological pathways were found to be significantly enriched for IL28B-associatedgenes, including interferon signaling as well as viral recognition pathways and a variety ofadaptive and innate immune response pathways (see Figure 2). Further analysis ofenrichment for biological functions showed a similar enrichment for inflammatory andantimicrobial response genes, among other functions such as cell-to-cell signaling(Supplemental Figure S2).

Tests for independence of IL28B-associated and viral load-associated ISG expressionIt was hypothesized that high baseline viral load may induce ISG expression in a mannerunrelated to IL28B genotype. Thus, further analysis was performed to determine whetherparticular genes may be associated with IL28B genotype independently of viral load.Inclusion of baseline viral load in the ANOVA model revealed essentially the same set ofgenes associated with IL28B genotype, i.e., that the differences in gene expression by IL28Bgenotype were largely independent of HCV viral load at baseline. Hierarchical clustering ofgene expression showed a similar pattern of low ISG expression in CC individuals, withonly FCN1 and CXCL9 showing higher expression in the protective CC genotype group(see Supplemental Figure S3).

Tests for independence of IL28B genotype and ISG expression in prediction of treatmentresponse

Data on pegIFN and RBV treatment response (sustained viral response, or SVR) wasavailable for a small subset of patients (n=25, including five responders and twenty non-responders). 17 were prior non-responders to pegIFN and RBV therapy (all treatment hadbeen stopped at least 6 months prior to liver biopsy); 8 were treated after the liver biopsy,and of these patients, 5 were responders and 3 were non-responders. This allowed for anexploratory analysis of the relationship between ISG expression and SVR conditioned onIL28B genotype. Despite the small sample size, a significant association between CCgenotype and SVR was observed in this subset (p = 0.0054, CC vs. non-CC). In the samesubset of samples, tests for association between SVR and 3 ISGs previously shown to berelevant to treatment outcome (ISG15, IFI27 and IFI6) were shown to be significant. Thesegenes were chosen on the basis of previous data linking them to SVR(7), and all 3 showed at

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least a 1.5-fold difference in expression between responders and non-responders (p-value <0.05) in the current dataset, and were confirmed by real-time quantitative PCR. A compositeISG expression variable based on the average value of the real-time PCR-based expressionmeasures for these three ISGs similarly showed a significant association with SVR. Due tolimitations of sample size, we lacked sufficient power to discriminate whether ISGexpression or IL28B genotype had stronger association with SVR; however, an exploratoryanalysis including both IL28B genotype and mean ISG expression in the regression modelsuggested that IL28B genotype may be the predominant factor (see Supplemental Table S2).

miR-122 Expression and IL28B GenotypeRecent evidence indicates a necessary role of miR-122 expression in HCV replication (14).Therefore, we evaluated the relationship between IL28B type and intrahepatic expressionlevels of miR-122 using a targeted real-time PCR assay (miRNA expression levels were nottested on the microarray). miR-122 expression showed no correlation with rs12979860genotype (see Supplemental Figure S4). In relation to SVR, miR-122 expression showedsignificantly lower expression levels in liver biopsies from non-responders compared withresponders (Figure 3), as described previously (15). Further, although there was a highdegree of correlation among the targeted ISGs IFI6, IFI27 and ISG15, these ISGs were notcorrelated with miR-122 expression (Supplemental Figure S5), suggesting that theassociation between IL28B-type, ISG expression levels and SVR is independent ofmiR-122.

Intrahepatic Expression of IL28BExpression of IL28A and IL28B mRNA was detectable in HCV infected liver tissue;however, expression of these transcripts showed no significant relationship with IL28Bgenotype. Due to the lack of specificity in the probe sequences for IL28A vs IL28B on themicroarray, and the superior quantitative power of targeted real-time PCR assays, a specificquantitative PCR assay was designed for determination of IL28B mRNA expression(Supplemental Figure S1). Consistent with the microarray results, IL28B mRNA expressionas determined using the targeted assay showed no relationship with IL28B genotype (Figure4). Additionally, no relationship was observed between IL28B genotype and liver IL28AmRNA expression (Supplemental Figure S6).

Comparison of Variant IL28B Potencies In VitroWe have previously identified through fine mapping strategies that the rs12979860polymorphism is on a common haplotype block with a non-synonymous coding variant inexon 2 of IL28B, rs8103142, the only coding polymorphism in IL28B (1). As describedpreviously, the set of polymorphisms identified in the IL28B gene region are highlycorrelated (r2 > 0.85 for all pairwise comparisons), and therefore it is not possible throughgenetic association alone to determine which if any of these variants is causal for theassociation, given current sample sizes. Since no significant differences were detected inIL28B mRNA expression levels in CC vs. non-CC individuals (Figure 4), we reasoned thatthe single conservative amino acid change (Lys70Arg, rs8103142) correlating with IL28Bgenotype may be responsible for differential anti-viral potency and induction of ISGs. Totest this hypothesis, the recombinant IFN-λ3 variants were expressed in E. Coli as GST-fusion proteins and purified for functional assays. Treatment of Huh7.5 hepatoma cellsharboring the HCV-Con1 subgenomic replicon (13)with either IFN-λ3 variant causedsimilar dose-dependent declines in viral RNA abundances, with maximum inhibitoryconcentrations of ~10 ng/mL (Figure 5). Corresponding analysis of MX1 mRNA levelsdemonstrated potent MX1 induction after treatment with either variant, suggesting that theLys to Arg amino acid difference does not affect IFN-λ3 potency.

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IFN-λ3 is not known to undergo post-translational modifications that would be absent inrecombinant proteins produced in E. Coli. Nevertheless, we wished to exclude thepossibility that a hypothetical difference in potency due to Lys70Arg would be obscured dueto expression in bacteria. We therefore established stable HEK-293 cell lines that induciblyexpress each IL28B variant and secrete the IFN-λ3 proteins into cell culture media. In orderto test functionality of these factors, media from cells expressing IL28B were harvested andconcentrated and, as a negative control, media from parental cells lacking a stable IL28Btrans-gene was similarly concentrated. Western blot analysis revealed that IFN-λ3 was onlydetectable in media from over-expressing cells (data not shown). HCV replicon-harboringcells were treated with varying amounts of IFN-λ3 or control media and measurements ofHCV and MX1 RNA levels were again performed. As with results obtained with E. Coli-produced proteins, each IFN-λ3 variant generated in human cell culture significantlyrepressed HCV RNA levels and induced MX1 expression with indistinguishablepotencies(data not shown). Taken together, these data suggest that that other non-codingvariant(s) dictate phenotypic response to anti-HCV therapy.

ConclusionsWe have investigated the relationship between IL28B genotype and patterns of intrahepaticgene expression in an ethnically diverse U.S.-based cohort of patients chronically infectedwith HCV. Previous reports have shown that high baseline ISG expression in liver tissue isassociated with a poor response to treatment with IFN-based therapy (7–11). Here, we showthat IL28B genotype is strongly associated with intrahepatic ISG expression, with the poor-response (non-CC) IL28B genotypes exhibiting higher ISG levels compared to patients withthe favorable CC IL28B genotype. In a subgroup, viral clearance was associated with bothIL28B genotype and lower level ISG expression. We also show that liver expression levelsof IL28B mRNA are not associated with IL28B genotype, suggesting that the polymorphismmight have an effect in biological potency of IL28B signaling. However, experimentalanalysis of the non-synonymous coding variant rs8103142 did not demonstrate anydifferences in anti-HCV or ISG induction potency between protein sequence variants.

The analysis of the intrahepatic transcriptome in patients with the poor response CT / TTIL28B-types compared to CC patients identified differential expression of > 150 genes. Thelist was dominated by canonical ISGs, including MX1, OAS1/2/3, IFIT1/2/3, IFI6/27/44 andISG15; all were up-regulated > 1.5-fold in CT/TT patients compared to CC patients. Thesegenes have previously been shown to be among the main effector pathways of the IFN-mediated antiviral response (16). Pathway analysis confirmed that genes showingdifferential expression by IL28B-type clustered in the canonical interferon signalingpathway. That baseline induction of high level ISG expression is associated with poortherapeutic response to exogenous IFN therapy, perhaps by exhausting the IFN responsepathway, has been suggested previously (7–9, 11). The data therefore confirms, in a NorthAmerican population, the recent results from a study in a Japanese patient populationreporting an association between intahepatic levels of ISG expression and pegIFN/RBVresponse as well as IL28B genotype (rs8099917)(17).

Among the transcripts whose expression was highly differentiated by IL28B genotype, onlythree genes (CCL8, CXCL9, and FCN1) were shown to be significantly up-regulated in theprotective CC genotype group. The chemotactic cytokine (CC) pathway, and CXCL9 inparticular, has previously been implicated in the control of HCV infection (18–21). Theficolin-1 (FCN1) gene, though not previously associated with anti-HCV activity, issuspected to play a role in innate immunity and also represents a plausible candidate forcontrol of HCV (22, 23). The explanation for the discordant expression of these 3 genesrelative to the general pattern of low level ISG expression remains unclear. A key question

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is whether the pattern of intrahepatic ISG expression is driven directly by IFN-λ3, or is asecondary effect of IFN-λ3 modulating a type 1 IFN effect, and this will require furtherinvestigation.

miR-122 has recently been identified to promote HCV replication, and an antisenseinhibition of miR-122 has been shown to inhibit HCV (24). miR-122 is also involved incholesterol metabolism, and inhibition profoundly reduced serum cholesterol levels inchimpanzees(24). IL28B type has recently been associated with serum LDL levels in CHCpatients (25). It was therefore plausible and important to investigate whether the IL28Bpolymorphism was associated with miR-122 expression levels. However, miR-122 was notobserved to be associated with either IL28B type or ISG expression. Furthermore, in thetreatment subgroup, we observed a significant relationship between miR-122 levels andtreatment outcome, that was independent of IL28B genotype. This suggests that these twopathways may act independently to influence response to IFN-based treatment of HCVinfection. The finding suggests that future treatment modalities for HCV infection maypotentially take advantage of both IFN-dependent and miR-122-dependent modes of viraleradication, which may produce a synergistic effect on viral clearance.

The current study tests two of the most obvious hypotheses regarding the mechanism for theeffect of IL28B genotype on HCV clearance: 1) differential intrahepatic expression ofIL28B mRNA based on IL28B genotype, and 2) differential antiviral potency betweenprotein sequence variants of the IL28B gene product, IFN-λ3. The relationship betweenIL28B genotype and IL28B mRNA in the literature has been controversial(1–3).Previousstudies have suggested that the effect of IL28B genotype on HCV treatment response mayoccur through differential expression of IL28B by genotype, with the low-response genotypeshowing lower expression of IL28 in whole blood from healthy volunteers (2), or wholeblood from HCV infected patients (3). More recently, Honda and colleagues showed thatexpression levels were similar in HCV-infected livers according to IL28B – type(17). Here,we also show, using a highly specific assay for IL28B mRNA, that IL28B genotype is notassociated with IL28B expression in liver biopsies from HCV infected patients. Thissuggested that the biological effect of the IL28B polymorphism might be to effect potency,which would require a non-synonymous causal variant. Previous work has suggested apossible causal role for a polymorphism in exon 2 (rs8103142, Arg70Lys). However, werigorously investigated the potential for Arg70Lys to impact anti-viral potency of IL28B andfound no discernible difference between variants. As fine mapping studies have notdemonstrated any other coding variants to be highly linked with the discovery SNP, thissuggests that the mechanism likely involves an explanation other than signaling potency.Chen and colleagues have recently shown that ISG expression levels may differ betweendifferent cell populations in the liver, where ISG upregulation was more pronounced inhepatocytes in non-responders to IFN therapy, and in Kupffer cells in responders (26). Asmicroarray analysis does not differentiate the cell of origin of the observed ISG expression,it is possible that the IL28B polymorphism has cell-specific effects on expression that maynot have been detected in the current study. Alternatively, genotype-specific polymorphismscould conceivably impact post-transcriptional regulation of IL28B expression in liver(i.e.mRNA splicing, translation, etc.) that would be missed by microarray and RT-PCRanalyses.

The results presented here provide a paradox. The non-CC genotypes, associated with higherlevel ISG expression in the setting of chronic hepatitis C infection, have previously beenassociated with lower rates of spontaneous clearance. In contrast, the CC genotypes, inwhich low level ISG expression is observed, have been associated with high rates ofspontaneous clearance (4, 5). It may be that the differential pattern of gene expression isspecific to chronic HCV, and cannot be extrapolated to acute HCV. Alternatively, a more

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integrative hypothesis is that the effect of the poor-response IL28B variant is to ‘sabotage’the liver’s response to type 1 IFN – perhaps by exhausting the common signaling pathway.In contrast, in the setting of the good-response CC variant, the liver remains relativelydormant, and ‘primed’ for type 1 IFN response. However, this hypothesis is speculativegiven current knowledge. Little is known about the interaction between type 1 and type 3IFNs in vivo. Cell culture models of HCV replication suggest an additive antiviral effect ofIFN-α and IFN-λ1/2, but no data is available yet for IFN-λ3; furthermore, theseexperimental models do not account for the host immune milieu. The precise pattern ofinteraction between type 1 IFN and type 3IFN signaling therefore remains unclear.

In conclusion, these data provide novel insights into the host genetic regulation of IFNsignaling in the livers of patients chronically infected with HCV. The IL28B polymorphismis associated with differential intrahepatic gene expression profiles, where the good responseIL28B variants are associated with lower levels of hepatic ISG expression. IL28B genotypewas not associated with differences in intrahepatic IL28B gene expression, and proteinsequence variants of IFN-λ3 do not appear to explain the differences in ISG expression oranti-HCV response by IL28B genotype. Thus, the biological mechanism underlying theinfluence of the IL28B polymorphism on IFN treatment response remains unclear. Furtherexamination of the noncoding polymorphisms in the IL28B gene region, and of thedynamics of type 1 IFN sensitivity in the setting of sustained IFN-λ activity, both in vitroand in vivo, may provide a fuller understanding of the role of IFN-λ in natural clearance ofHCV and its pharmacological treatment.

Supplementary MaterialRefer to Web version on PubMed Central for supplementary material.

AcknowledgmentsFinancial Support:

Part of this work was supported by the National Institutes of Health grant NIH U19 AI066313 “Hepatitis CCooperative Research Centers” to D.S. and N.H.A.

Abbreviations

IL28B Interferon 28B

SVR sustained virological response

CHC chronic hepatitis C

ISG interferon-stimulated gene

IL28B interferon 28A

GWAS genome-wide association study

HCV hepatitis C virus

IFN interferon

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Figure 1.Hierarchical clustering of samples according to genes showing the greatest differences inexpression between IL28B genotypes. For clarity, only probes with FDR-corrected p-value<0.1 and a fold-change of >1.5 or of <−1.5 were included in the dendogram. IL28B-CCsamples have higher expression than CT and TT samples when probe is red and lowerexpression when probe is blue.

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Figure 2.Pathway analysis showed that genes showing differential expression by IL28B-typeclustered in the canonical interferon signaling pathway (FDR P value threshold=0.1).Several additional immune-related pathways reach significance in this analysis.

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Figure 3.Relationship between hepatic miR-122 expression and SVR. Real-time PCR measurementof miR-122 expression in liver biopsies from patients with known treatment outcomeshowed improved response rate in individuals with higher miR-122 expression levels (p =0.024 by ANOVA).

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Figure 4.Relationship between IL28B genotype and IL28B mRNA expression in liver tissue. A real-time PCR assay specific for IL28B demonstrated the absence of association between IL28Bgenotype and IL28B mRNA expression (p = 0.58 by one-way ANOVA), consistent with themicroarray expression data.

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Figure 5.Kinetics of inhibition of HCV replication (A) and stimulation of MX1 expression (B) byrecombinant variant IFN-λ3 proteins in HCV replication-competent Huh7.5 cells.

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Table 1Clinical characteristics and genotype distributions in the study cohort (n = 61)

Data represent median (25 – 75 th centile) unless otherwise indicated.

Parameter N=61

Age (years) 51 43 – 56

Male gender 41 67.21%

Ethnicity

Caucasian 38 62.30%

Hispanic 5 8.20%

Asian 5 8.20%

African-American 12 19.67%

HCV RNA ( log10 IU/mL) 6.08 5.61 – 6.62

HCV genotype 1 55 90.16%

ALT (IU/mL) 63 46 – 87

METAVIR activity A2–3 (n,%) 32 53.33%

METAVIR fibrosis F3–4 (n,%) 2 3.33%

IL28B genotype

CC 19 31.15%

CT 29 47.54%

TT 13 21.31%

C allele frequency 0.55

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