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Erythropoietin rs1617640 G allele associates with an attenuated rise of serum erythropoietin and a marked decline of hemoglobin in hepatitis C patients undergoing antiviral therapy
- Ahmad Amanzada†1Email author,
- Armin D Goralczyk†1, 2,
- Lars Reinhardt1,
- Federico Moriconi1,
- Silke Cameron1 and
- Sabine Mihm1Email author
© Amanzada et al.; licensee BioMed Central Ltd. 2014
Received: 7 May 2014
Accepted: 15 September 2014
Published: 17 September 2014
A decline in hemoglobin (Hb) concentration during antiviral therapy in chronic hepatitis C (CHC) is a serious side effect. It may compel to dose reduction or even termination of antiviral treatment. The activation of erythropoietin (EPO) synthesis as a physiological response to anemia and its relation to a genetic variation within the EPO gene has not been evaluated yet.
Data of 348 CHC patients were reviewed retrospectively. Samples were genotyped for EPO rs1617640 and inosine triphosphatase (ITPA) rs1127354. Serum EPO concentrations were determined before and during therapy. Primary endpoints were set as Hb decline >3 g/dl at weeks 4 and 12.
EPO rs1617640 G homozygotes showed a significantly lower rise of serum EPO level over time than T allele carriers (p < 0.001). The cumulative frequency of a significant Hb reduction added up to 40%. Multivariate analysis revealed that besides age, ribavirin starting dose and baseline Hb also EPO rs1617640 G homozygosity associates with Hb reduction at week 4 (p = 0.025) and 12 (p = 0.029), while ITPA C homozygotes are at risk for Hb decline particularly early during treatment. Furthermore, EPO rs1617640 G homozygotes were more frequently in need for blood transfusion, epoetin-α supplementation, or ribavirin dose reduction (p < 0.001).
Our data suggest that EPO rs1617640 genotype, the rise of serum EPO concentration as well as ITPA rs1127354 genotype are promising parameters to evaluate the Hb decline during antiviral therapy. A rational adjustment of therapy with epoetin-α supplementation might prevent serious adverse events or the need to terminate treatment.
Antiviral combination therapy consisting of pegylated interferon-α and ribavirin (PEG-IFN-α/RBV) for treatment of chronic hepatitis C virus (CHC) infection is highly effective but it is also difficult to tolerate in some patients. In fact, it is associated with significant morbidity and with treatment-limiting adverse events . One important treatment-limiting adverse event is anemia. In various prospective trials dose modification of RBV because of hemoglobin (Hb) reduction were required in 9% up to 22% of patients [2, 3] affecting the overall treatment outcome. Recently, clinical studies assessing efficacy of HCV protease inhibitors in combination with PEG-IFN-α/RBV revealed an even higher rate of anemia ranging between 27%-46% [4, 5]. Moreover, the need to administer erythropoietin (EPO) was also increased about two-fold (up to 46% of boceprevir-treated vs 21% of controls) .
IFN-α monotherapy may induce a significant and rapid Hb decrease most probably caused by bone marrow inhibition . RBV, by contrast, contributes to anemia by increasing hemolysis . Several reports have examined serum EPO levels during antiviral treatment and could show an increase up to 4-fold at week 4 in patients treated with PEG-IFN-α2a and RBV while Hb levels are declining [8–12]. In the study by Trivedi et al.  the mean EPO serum level increased from 14.5 ± 15.1 at baseline to 58.5 ± 94.1 mIU/ml at week 4 in 43 chronic HCV infected patients treated with antiviral combination therapy. Durante et al.  investigated EPO serum concentrations during antiviral combination therapy related to Hb decrease in 18 chronic HCV patients. The mean EPO serum level at the Hb nadir was 55.5 ± 30.5 mIU/ml. Another study could also show that the median EPO serum level increased at week 12 to 41 mIU/ml (range 12–683 mIU/ml) in 145 patients with chronic hepatitis C during PEG-IFN-α and RBV therapy [9, 10]. Of note, a genetic variation within the EPO gene promoter region, rs1617640, was reported to be related to EPO concentration in the vitreous body fluid of non-diabetic patients . In 2010, a genome-wide association study revealed that two functional variants in the inosine triphosphatase (ITPA) gene causing ITPA deficiency protect against RBV-induced hemolytic anemia and the need for RBV dose reduction in patients with HCV genotype 1 infection . Recently, various studies could confirm these findings in CHC genotype 1 to 4 infected patients [15–18]. ITPA variants could predict Hb decline during therapy in patients treated with PEG-IFN-α/RBV as well as in patients treated Telaprevir and PEG-IFN-α/RBV . However, the exact mechanism of Hb reduction under combined antiviral therapy in CHC patients is still not fully understood.
This study sought to extend the understanding of Hb decline in CHC patients undergoing antiviral combination therapy. For this purpose, Hb and serum EPO concentrations were monitored before and at week 4, 8 and 12 after onset of antiviral combination therapy and related to EPO rs1617640 and ITPA rs1127354 genotypes.
Patients and inclusion criteria
Patients were included in this retrospective analysis in which core data and samples were collected before and on treatment. Inclusion criteria for this analysis were HCV-RNA positivity for more than 6 months, treatment with PEG-IFN-α and RBV, age 18 years or older, and compensated liver disease (Child-Pugh score <7). Also blood samples for genotyping and complete data sets for pre- and on-treatment (week 4, 8 and 12) Hb values had to be available. Patients with active hepatitis B virus or human immunodeficiency virus infection, continued alcohol or drug abuse and those who also received immunosuppressive drug agents were excluded from the study. 348 patients fulfilled the above criteria and were included in the analysis. This study was approved by the ethics committee of the University Medical Center of Goettingen (initial approval number 4/8/93 and subsequent amendments). All patients gave their written informed consent to participate in the study in accordance with the ethical guidelines of the 1975 Declaration of Helsinki. Patients also gave their written informed consent to perform EPO rs1617640 and ITPA rs1127354 genetic testing. Further disease chronicity was defined histopathologically by using established criteria . In patients, who refused liver biopsy, chronicity was documented by longitudinal observation and/or the results of clinical, biochemical and imaging results. Before the initiation of therapy, a liver biopsy was obtained from 249 patients. On the basis of histological, biochemical and imaging results 48 individuals had evidence of severe fibrosis and cirrhosis. 15 out of 99 individuals who refused liver biopsy had indirect signs of cirrhosis by clinical, biochemical and imaging results.
Treatment regimen and definition of efficacy
Baseline patient characteristics (n = 348)
Female sex, n (%)
Age [median (IQR)] years
50 (43 – 58)
Ethnicity Caucasian, n (%)
HCV genotype 1/2/3 (%)
ALT [median (IQR)] U/l
49 (28 – 86)
Hb [median (IQR)] g/dl
15.1 (14.2 – 16)
Creatinine [median (IQR)] mg/dl
0.8 (0.7 – 0.9)
EPO# [median (IQR)] mIU/ml*
7.8 (6 – 10.5)
Hepatitis activity mild, n (%)
Fibrosis absent or mild, n (%)
Severe Fibrosis or Cirrhosis1, n (%)
Steatosis absent or mild, n (%)
Initial daily RBV dose2, n (%)
PEG-IFN-α treatment, n (%)
PEG-IFN-α2b 1.0 μg/kg
PEG-IFN-α2b 1.5 μg/kg
SVR by genotype 1/2/3, n (%)
EPO rs1617640 TT/TG/GG, n (%)
ITPA rs1127354 CC/CA/AA, n (%)
Data collection and treatment of anemia
Clinical examination, total blood cell counts and routine biochemical tests and efficacy assessments were performed during the treatment period every 2 weeks during the first 12 weeks, then four-weekly until week 48 and, finally, at weeks 4 and 24 during follow-up. At these time-points, serum samples were obtained and stored at −20°C until further use. Serum samples were collected from 2003 to 2012.
When and how to treat anemia was essentially left at the discretion of the physician who treated the patient. Center specific standard operating procedures advised that treatment should be initiated when Hb dropped below 10 g/dl or when the patient complained of symptoms. At the discretion of the physician anemia could be treated by blood transfusions, epoetin-α supplementation, RBV dose reduction or a combination thereof. During treatment the physician in charge was unaware to patients’ ITPA and EPO genotypes and EPO serum concentrations as these analyses were performed only after completion of treatment.
Study end points
In accordance with previous analyses  we analyzed Hb reduction of >3 g/dl. Differently to these previous analyses we did not only consider Hb reduction at week 4 weeks but also at week 12 as a composite endpoint, i.e., occurrence of an end point at either one of the time points. Furthermore, we analyzed RBV dose reduction, administration of blood transfusions or epoetin-α supplementation within 12 weeks of treatment as a composite event.
Specific laboratory procedures
Isolation of genomic DNA and single nucleotide polymorphism (SNP) genotyping were performed as described earlier . Genotyping of EPO rs1617640 was performed by using the following primer: 36 μmol/l of each primer in each case; forward, 5′-AGC TAA GGT TTT ATG GCT TCT GGA A-3′; reverse 5′-GGT CTC CTG CTC TGG GAA TC-3′. Allelic discrimination was achieved by adding 8 μmol/l differentially fluorescent dye-labeled allele-specific minor groove binder probes (EPO: VIC, 5′-CTG AGC CAG AGG AGT GA-3′; FAM, 5′-CTG AGC CAG ATG AGT GA-3′). Genotyping of ITPA rs1127354 (ABI; NO: C_27465000) was performed according to the manufacturer’s instruction.
Serum levels of EPO were measured using the Quantikine human EPO enzyme linked immunosorbent assay (ELISA; R&D Systems, Articel-Nr: DEPOO). The assays were performed according to the manufacturer’s instructions.
For this exploratory statistical analysis P-values of less than 0.05 were considered as statistically meaningful. In general, continuous variables are presented with median and interquartile range (IQR) and were analyzed by the non-parametric Mann–Whitney-U test . Binary and categorical variables were compared by Pearsons chi-squared test or the Cochran-Armitage Trend Test in case of ordered categorical variables . Hardy-Weinberg-equilibrium was tested by likelihood ratio test .
Multivariate logistic regression included variables that have been reported to influence Hb in patients on treatment, such as age, sex, and pre-treatment Hb, viral genotype, and ribavirin starting dose [29, 30]. The major allele of a SNP was considered to be the baseline allele (CC for ITPA rs1127354 and TT for EPO rs1617640). We primarily considered an additive genotype model for ITPA rs1127354 and a recessive model for EPO rs1617640 (with respect to the minor allele) as suggested from previous analyses [13, 14, 31], but dominant and co-dominant models were also considered. Backward stepwise model selection was performed based on the Akaike information criterion (AIC) . The estimates are reported as odds ratios (OR) with confidence intervals and P-values based on the likelihood ratio. An OR above one indicates a higher risk of anemia in patients with the corresponding trait.
A linear model for the development of erythropoietin levels over time was fitted with an interaction factor of time and the minor allele of EPO rs1617640. A significant interaction of time and the EPO gene variant in this model indicates a different development of erythropoietin for patients being homozygous for the minor allele compared to patients being heterozygous or homozygous for the major allele. Because of repeated measurements we confirmed the analysis in a mixed model. P values cited were obtained from likelihood ratio test.
All statistical analyses were performed using the R language and environment for statistical computing version 2.15.2 .
A total of 348 patients were included in this study. Baseline demographic, biochemical, and virological characteristics of the study cohort are listed in Table 1.
The two polymorphisms of interest, EPO rs1617640 and ITPA rs1127354, were genotyped in all patients (Table 1); genotype distributions met Hardy-Weinberg-equilibrium (EPO rs1617640 p = 0.75; ITPA rs1127354 p = 0.33). The resulting minor allele frequencies (MAF) of 0.434 and 0.101 for EPO rs1617640 (allele G) and ITPA rs1127354 (allele A), respectively, were close to those reported for healthy Caucasian controls [13, 14].
Serum EPO concentrations and incidence of marked Hb decline with regard to EPOrs1617640 genotypes
Variables associated with Hb reduction > 3 g/dl
Odds ratio [95% CI]
Odds ratio [95% CI]
EPO rs1617640 (GG vs. TT/TG)
1.66 [0.92 – 2.94]
2.17 [1.09 – 4.30]
ITPA rs1127354 (additive)
0.35 [0.15 – 0.71]
0.32 [0.13 – 0.70]
0.97 [0.95 – 0.99]
0.97 [0.95 – 1.00]
Sex (female vs. male)
0.75 [0.44 – 1.26]
1.64 [0.88 – 3.07]
Baseline Hb (g/dl)
2.24 [1.76 – 2.92]
2.50 [1.91 – 3.34]
RBV starting dose*
2.49 [1.03 – 7.34]
2.50 [1.03 – 7.34]
EPO rs1617640 (GG vs. TT/TG)
1.57 [0.92 – 2.70]
1.97 [1.07 – 3.66]
ITPA rs1127354 (additive)
0.60 [0.35 – 1.01]
0.58 [0.32 – 1.03]
0.97 [0.95 – 0.99]
0.97 [0.95 – 0.99]
Sex (female vs. male)
0.86 [0.55 – 1.33]
1.75 [1.04 – 2.99]
Baseline Hb (g/dl)
1.90 [1.55 – 2.35]
2.08 [1.67 – 2.64]
RBV starting dose*
2.09 [1.20 – 3.79]
2.18 [1.17 – 4.20]
Clinical endpoints with regard to EPOrs1617640 genotypes
Cumulative proportion of Hb reconstitution measures with regard to EPO and ITPA genotypes
GG (n = 27)
P < 0.001
GT/TT (n = 39)
CC (n = 58)
P = 0.079
CA/AA (n = 8)
Variables associated with the combined clinical endpoint of RBV dose reduction, transfusion of erythrocyte concentrates, or administration of epoetin-α
Odds ratio [95% CI]
Odds ratio [95% CI]
EPO rs1617640 (GG vs. TT/TG)
4.19 [2.31 – 7.59]
4.14 [2.20 – 7.82]
Sex (female vs. male)
0.45 [0.24 – 0.83]
0.41 [0.21 – 0.80]
Baseline Hb (g/dl)
0.87 [0.70 – 1.09]
0.83 [0.65 – 1.07]
RBV start dose*
1.21 [1.04 – 1.40]
1.18 [1.01 – 1.39]
While our data revealed an association of EPO rs1617640 genotypes and the need for Hb reconstitution measures as one clinical endpoint, they did not unveil any relationship to baseline Hb level or to other clinical endpoints as histological stage of liver disease or antiviral treatment outcome (data not shown).
Laboratory and clinical parameters with regard to ITPArs1617640 variants
The overall incidence of Hb reduction of more than 3 g/dl increased steadily over a period of 12 weeks during treatment (Figure 2). ITPA rs1127354 C homozygotes showed an Hb reduction >3 g/dl at week 4, 8 and 12 of 27%, 39% and 50%, respectively (Figure 2B). The risk of decreasing Hb levels >3 g/dl was significantly higher in ITPA rs1127354 C homozygotes compared to T allele carriers during treatment at week 4 (p = 0.005), but less pronounced later at week 8 or 12 (p = 0.07 and 0.08).
The Cochran-Armitage trend test indicated an effect of ITPA rs1127354 C allele carriers on Hb reduction at week 4 and only marginally at week 12, with the minor allele A ameliorating anemia (p = 0.005 and p = 0.056, respectively). In multivariate logistic regression ITPA rs1127354 gene variant is associated with decreased risk of Hb reduction at week 4 (OR 0.32, CI 0.13 to 0.7, p = 0.007) but not at week 12 (OR 0.58, CI 0.32 to 1.03, p = 0.067) (Table 2). ITPA gene variation had no significant effect on clinical endpoints such as epoetin-α supplementation, RBV dose reduction or blood transfusions (p = 0.079) (Table 3). No interactions between EPO rs1617640 and ITPA rs1127354 could be shown by likelihood ratio test.
The major findings of the present study are: (1) serum EPO levels of all individuals increased significantly 5-fold at week 4 and 14-fold at week 8 compared to baseline, (2) EPO rs1617640 G homozygotes showed significantly lower serum EPO levels during antiviral treatment compared to T allele carriers, (3) besides age, baseline Hb levels and RBV dose, EPO rs1617640 G allele is independently associated with Hb decline during antiviral treatment, (4) in EPO rs1617640 G homozygotes the need of RBV dose reduction as well as epoetin-α supplementation was signi ficantly higher compared to T allele carriers, (5) ITPA rs1127354 gene variant rather associated with Hb reduction at week 4 but not at week 12 and did not increase the risk of epoetin-α supplementation, RBV dose reduction or blood transfusion.
Hb decline during antiviral treatment is a frequent side effect and the reason for it is probably multifactorial. IFN-α induces a significant and rapid dose-dependent Hb decline in CHC patients probably by causing an inhibition of hematopoietic stem cell proliferation [6, 34, 35]. Accumulation of RBV in red blood cells may aggravate anemia by inducing hemolysis.
The most important mediator of erythropoiesis is EPO. Several reports have examined serum EPO levels during antiviral treatment and could show that serum EPO levels are increasing up to 4-fold at week 4 in patients treated with PEG-IFN-α and RBV while Hb levels are declining [10, 12]. Our present study is consistent with these results in this respect. Here, we examined for the first time a single nucleotide polymorphism (SNP) within the EPO gene promoter, rs1617640 , in chronic hepatitis C patients who were undergoing antiviral treatment. The T allele of this polymorphism had been shown to be associated with higher levels of EPO in the vitreous body fluid of non-diabetic patients than the G allele . The present study found EPO rs1617640 G homozygotes to have an attenuated serum EPO response compared to T allele carriers. Moreover, EPO rs1617640 G homozygotes also had higher incidence of significant Hb reduction at week 4 and 12. Finally, EPO rs1617640 G homozygotes had a significantly higher need of RBV dose reduction or epoetin-α supplementation, but not blood transfusion. The reason for this might be the relatively small sample number of patients who achieved blood transfusion.
Although this study investigated the EPO rs1617640 SNP with regard to a common side effect such as Hb decline of antiviral therapy in CHC patients, our findings might not be specific for therapy of CHC with RBV. This SNP might directly be involved in the regulation of the EPO response to acute Hb decline in other conditions as well. Here, the role of RBV might just be in inducing an “erythropoietic stress test” taking advantage of “controlled conditions” which are not typically achievable in human research. Therefore, further research (basic and clinical) should investigate the role of the EPO gene variation in various anemic diseases.
Interestingly, the Hb levels of EPO rs1617640 G homozygotes who were treated with epoetin-α remained stable between weeks 4 to 12. This observation suggests that substitution of EPO in patients whose EPO gene activation appears to be less stimulable than in others for genetic reasons might be a rational measure and thus superior to RBV dose reduction.
A genome-wide association study has described genetic variants that are associated with a decrease of Hb during antiviral combination therapy at week 4 . This genome-wide association study (GWAS), however, did not report associations between Hb reduction and any SNP within the EPO gene. Indeed, the EPO rs1617640 was not present on the Illumina Human610-quad BeadChips. The only SNP in relative high linkage (r2: 0.865) with the EPO rs1617640 was rs221795 at a 34,037 basepair distance (http://www.broadinstitute.org/mpg/snap/). Moreover, GWASs are necessarily broad in scope. They search the entire genome for associations rather than focusing on small candidate areas and they do not necessarily identify all relevant SNPs . Furthermore, all GWAS that evaluated SNPs for Hb decline while on treatment for CHC focused on end points at week 4 and could therefore only evaluate gene variations for short term Hb decline but not mid- to long-term Hb decline. This analysis shows that particularly short term Hb decline associates with ITPA gene variant while longer-term Hb decline appears to relate on EPO gene variant. This hypothesizes that short and long-term Hb decline on treatment for HCV may have somewhat different mechanisms.
The effect of baseline Hb on the reduction of Hb on treatment is explainable by the hypothesis that reduction of Hb due to RBV is relative and not absolute. Therefore higher baseline Hb is associated with higher incidence of Hb reduction of more than 3 g/dl, because a reduction of 3 g/dl is equivalent to 19% reduction when the baseline Hb is 16 g/dl but 23% when the baseline Hb is 13 g/dl. On the other side when the end-point is formulated as Hb reduction below 10 g/dl a higher baseline Hb is associated with a lower risk to reach this endpoint (for the same reasons). Furthermore, age is also a well-known risk factor for Hb reduction during antiviral therapy [37, 38].
The obvious constraint of this analysis is that this is a retrospective and explorative analysis of a registry data and not a formal trial. For this purpose EPO rs1617640 polymorphism should be evaluated in a prospective trial. Nevertheless, the consistency of these multiple analyses and results, i.e. association of EPO gene variant with lower serum erythropoietin increase, a higher risk of Hb reduction, and higher incidence of adverse events suggests that EPO may indeed play an hitherto unheralded role in the treatment of CHC.
In terms of new therapeutic options, especially in light of IFN-free regimens, 5% to 9% of patients who were treated with a DAA- and RBV-containing regimen showed increased Hb decline (<10 g/dl) compared to those who were not treated with a RBV-containing regimen [39–43]. Therefore, also for IFN-free regimens with RBV, EPO rs1617640 genotyping might be worth to be valuated for estimating a risk for a marked Hb decline. A need to terminate these new and costly treatment options because of serious Hb declines is critical not least in view of inhibitor-resistance mutations.
EPO promoter rs1617640 genotypes, serum EPO concentration and ITPA rs1127354 genotypes might be promising parameters to be further evaluated in view of a risk assessment for Hb decline and the individuals’ capacity for an EPO response in IFN-α- and RBV-based therapy regimes.
The authors wish to thank all the physicians in the Department of Gastroenterology and Endocrinology who were involved in the care and control of patients. The authors would also like Ulrike Wegner, Jutta Blumberg and Waltraut Kopp for expert technical assistance. We wish to thank all the patients for allowing us to summarize the clinical data for publication.
This work was supported by the Deutsche Forschungsgemeinschaft (grant number MI 474/1-1) and by the open access fund of the Georg-August-University of Goettingen, Goettingen, Germany.
- McHutchison JG, Lawitz EJ, Shiffman ML, Muir AJ, Galler GW, McCone J, Nyberg LM, Lee WM, Ghalib RH, Schiff ER, Galati JS, Bacon BR, Davis MN, Mukhopadhyay P, Koury K, Noviello S, Pedicone LD, Brass CA, Albrecht JK, Sulkowski MS, IDEAL Study Team: Peginterferon alfa-2b or alfa-2a with ribavirin for treatment of hepatitis C infection. N Engl J Med. 2009, 361: 580-593. 10.1056/NEJMoa0808010.View ArticlePubMedGoogle Scholar
- Manns MP, McHutchison JG, Gordon SC, Rustgi VK, Shiffman M, Reindollar R, Goodman ZD, Koury K, Ling M, Albrecht JK: Peginterferon alfa-2b plus ribavirin compared with interferon alfa-2b plus ribavirin for initial treatment of chronic hepatitis C: a randomised trial. Lancet. 2001, 358: 958-965. 10.1016/S0140-6736(01)06102-5.View ArticlePubMedGoogle Scholar
- Fried MW, Shiffman ML, Reddy KR, Smith C, Marinos G, Goncales FL, Gonçales FL, Häussinger D, Diago M, Carosi G, Dhumeaux D, Craxi A, Lin A, Hoffman J, Yu J: Peginterferon alfa-2a plus ribavirin for chronic hepatitis C virus infection. N Engl J Med. 2002, 347: 975-982. 10.1056/NEJMoa020047.View ArticlePubMedGoogle Scholar
- McHutchison JG, Manns MP, Muir AJ, Terrault NA, Jacobson IM, Afdhal NH, Heathcote EJ, Zeuzem S, Reesink HW, Garg J, Bsharat M, George S, Kauffman RS, Adda N, Di Bisceglie AM, PROVE3 Study Team: Telaprevir for previously treated chronic HCV infection. N Engl J Med. 2010, 362: 1292-1303. 10.1056/NEJMoa0908014.View ArticlePubMedGoogle Scholar
- Bacon BR, Gordon SC, Lawitz E, Marcellin P, Vierling JM, Zeuzem S, Poordad F, Goodman ZD, Sings HL, Boparai N, Burroughs M, Brass CA, Albrecht JK, Esteban R, HCV RESPOND-2 Investigators: Boceprevir for previously treated chronic HCV genotype 1 infection. N Engl J Med. 2011, 364: 1207-1217. 10.1056/NEJMoa1009482.View ArticlePubMedPubMed CentralGoogle Scholar
- Peck-Radosavljevic M, Wichlas M, Homoncik-Kraml M, Kreil A, Hofer H, Jessner W, Gangl A, Ferenci P, Gangl A, Ferenci P: Rapid suppression of hematopoiesis by standard or pegylated interferon-alpha. Gastroenterology. 2002, 123: 141-151. 10.1053/gast.2002.34175.View ArticlePubMedGoogle Scholar
- De Franceschi L, Fattovich G, Turrini F, Ayi K, Brugnara C, Manzato F, Noventa F, Stanzial AM, Solero P, Corrocher R: Hemolytic anemia induced by ribavirin therapy in patients with chronic hepatitis C virus infection: role of membrane oxidative damage. Hepatology. 2000, 31: 997-1004. 10.1053/he.2000.5789.View ArticlePubMedGoogle Scholar
- Van Soest H, Renooij W, Van Erpecum KJ: Clinical and basal aspects of anemia during antiviral therapy for hepatitis C. Ann Hepatol. 2009, 8: 316-324.PubMedGoogle Scholar
- Van Vlerken LG, Van SH, Janssen MP, Boland GJ, Drenth JP, Burger DM, Siersema PD, Van Erpecum KJ: Suboptimal endogenous erythropoietin response in chronic hepatitis C patients during ribavirin and PEG interferon treatment. Eur J Gastroenterol Hepatol. 2010, 22: 1308-1315. 10.1097/MEG.0b013e32833e784d.View ArticlePubMedGoogle Scholar
- Trivedi HS, Trivedi M: Subnormal rise of erythropoietin in patients receiving interferon and ribavirin combination therapy for hepatitis C. J Clin Gastroenterol. 2004, 38: 595-598. 10.1097/00004836-200408000-00011.View ArticlePubMedGoogle Scholar
- Schmid M, Kreil A, Jessner W, Homoncik M, Datz C, Gangl A, Ferenci P, Peck-Radosavljevic M, Ferenci P, Peck-Radosavljevic M: Suppression of haematopoiesis during therapy of chronic hepatitis C with different interferon alpha mono and combination therapy regimens. Gut. 2005, 54: 1014-1020. 10.1136/gut.2004.057893.View ArticlePubMedPubMed CentralGoogle Scholar
- Durante ME, Marrone A, Saviano D, Del VC, Utili R, Ruggiero G: Normal erythropoietin response in chronic hepatitis C patients with ribavirin-induced anaemia. Antivir Ther. 2003, 8: 57-63.Google Scholar
- Tong Z, Yang Z, Patel S, Chen H, Gibbs D, Yang X, Hau VS, Kaminoh Y, Harmon J, Pearson E, Buehler J, Chen Y, Yu B, Tinkham NH, Zabriskie NA, Zeng J, Luo L, Sun JK, Prakash M, Hamam RN, Tonna S, Constantine R, Ronquillo CC, Sadda S, Avery RL, Brand JM, London N, Anduze AL, King GL, Bernstein PS: Promoter polymorphism of the erythropoietin gene in severe diabetic eye and kidney complications. Proc Natl Acad Sci U S A. 2008, 105: 6998-7003. 10.1073/pnas.0800454105.View ArticlePubMedPubMed CentralGoogle Scholar
- Fellay J, Thompson AJ, Ge D, Gumbs CE, Urban TJ, Shianna KV, Little LD, Qiu P, Bertelsen AH, Watson M, Warner A, Muir AJ, Brass C, Albrecht J, Sulkowski M, McHutchison JG, Goldstein DB: ITPA gene variants protect against anaemia in patients treated for chronic hepatitis C. Nature. 2010, 464: 405-408. 10.1038/nature08825.View ArticlePubMedGoogle Scholar
- Rembeck K, Waldenstrom J, Hellstrand K, Nilsson S, Nystrom K, Martner A, Lindh M, Norkrans G, Westin J, Pedersen C, Färkkilä M, Langeland N, Buhl MR, Mørch K, Christensen PB, Lagging M: Variants of the inosine triphosphate pyrophosphatase gene are associated with reduced relapse risk following treatment for HCV genotype 2/3. Hepatology. 2014, 59: 2131-2139. 10.1002/hep.27009.View ArticlePubMedGoogle Scholar
- Holmes JA, Roberts SK, Ali RJ, Dore GJ, Sievert W, McCaughan GW, Crawford DH, Cheng WS, Weltman MD, Bonanzinga S, Visvanathan K, Sundararajan V, Desmond PV, Bowden DS, Matthews GV, Thompson AJ, Crawford DH, Cheng WS, Weltman MD, Bonanzinga S, Visvanathan K, Sundararajan V, Desmond PV, Bowden DS, Matthews GV, Thompson AJ, CHARIOT Study Group: ITPA Genotype Protects Against Anemia During Peginterferon And Ribavirin Therapy But Does Not Influence Virological Response. Hepatology. 2014, 59: 2152-2160. 10.1002/hep.27022.View ArticlePubMedGoogle Scholar
- Boglione L, De NA, Cusato J, Cariti G, Di PG, D’Avolio A: Significant early higher ribavirin plasma concentrations in patients receiving a triple therapy with pegylated interferon, ribavirin and telaprevir. J Viral Hepat. 2014, 21: 260-263. 10.1111/jvh.12170.View ArticlePubMedGoogle Scholar
- Ahmed WH, Furusyo N, Zaky S, Eldin AS, Aboalam H, Ogawa E, Murata M, Hayashi J: Pre-treatment role of inosine triphosphate pyrophosphatase polymorphism for predicting anemia in Egyptian hepatitis C virus patients. World J Gastroenterol. 2013, 19: 1387-1395. 10.3748/wjg.v19.i9.1387.View ArticlePubMedPubMed CentralGoogle Scholar
- Ogawa E, Furusyo N, Nakamuta M, Kajiwara E, Nomura H, Dohmen K, Takahashi K, Satoh T, Azuma K, Kawano A, Tanabe Y, Kotoh K, Shimoda S, Hayashi J, Kyushu University Liver Disease Study (KULDS) Group: Clinical milestones for the prediction of severe anemia by chronic hepatitis C patients receiving telaprevir-based triple therapy. J Hepatol. 2013, 59: 667-674. 10.1016/j.jhep.2013.05.017.View ArticlePubMedGoogle Scholar
- Mihm S, Fayyazi A, Hartmann H, Ramadori G: Analysis of histopathological manifestations of chronic hepatitis C virus infection with respect to virus genotype. Hepatology. 1997, 25: 735-739. 10.1002/hep.510250340.View ArticlePubMedGoogle Scholar
- Jacobson IM, Brown RS, Freilich B, Afdhal N, Kwo PY, Santoro J, Becker S, Wakil AE, Pound D, Godofsky E, Strauss R, Bernstein D, Flamm S, Pauly MP, Mukhopadhyay P, Griffel LH, Brass CA, Becker S, Wakil AE, Pound D, Godofsky E, Strauss R, Bernstein D, Flamm S, Pauly MP, Mukhopadhyay P, Griffel LH, Brass CA, WIN-R Study Group: Peginterferon alfa-2b and weight-based or flat-dose ribavirin in chronic hepatitis C patients: a randomized trial. Hepatology. 2007, 46: 971-981. 10.1002/hep.21932.View ArticlePubMedGoogle Scholar
- Ascione A, De Luca M, Tartaglione MT, Lampasi F, Di Costanzo GG, Lanza AG, Picciotto FP, Marino-Marsilia G, Fontanella L, Leandro G: Peginterferon alfa-2a plus ribavirin is more effective than peginterferon alfa-2b plus ribavirin for treating chronic hepatitis C virus infection. Gastroenterology. 2010, 138: 116-122. 10.1053/j.gastro.2009.10.005.View ArticlePubMedGoogle Scholar
- Mihm S, Hartmann H, Fayyazi A, Ramadori G: Preferential virological response to interferon-alpha 2a in patients with chronic hepatitis C infected by virus genotype 3a and exhibiting a low gamma-GT/ALT ratio. Dig Dis Sci. 1996, 41: 1256-1264. 10.1007/BF02088246.View ArticlePubMedGoogle Scholar
- Amanzada A, Goralczyk A, Moriconi F, Blaschke M, Schaefer IM, van TD, Thiel D, Mihm S, Ramadori G: Ultra-rapid virological response, young age, low gamma-GT/ALT-ratio, and absence of steatosis identify a subgroup of HCV Genotype 3 patients who achieve SVR with IFN-alpha(2a) monotherapy. Dig Dis Sci. 2011, 56: 3296-3304. 10.1007/s10620-011-1933-2.View ArticlePubMedPubMed CentralGoogle Scholar
- Amanzada A, Schneider S, Moriconi F, Lindhorst A, Suermann T, van Thiel DH, Mihm S, Ramadori G: Early anemia and rapid virological response improve the predictive efficiency of IL28B-genotype for treatment outcome to antiviral combination therapy in patients infected with chronic HCV genotype 1. J Med Virol. 2012, 84: 1208-1216. 10.1002/jmv.23323.View ArticlePubMedGoogle Scholar
- Hollander M, Pena EA: Nonparametric Methods in Reliability. Stat Sci. 2004, 19: 644-651. 10.1214/088342304000000521.View ArticlePubMedPubMed CentralGoogle Scholar
- Ryu E, Agresti A: Modeling and inference for an ordinal effect size measure. Stat Med. 2008, 27: 1703-1717. 10.1002/sim.3079.View ArticlePubMedGoogle Scholar
- Evett IW, Lambert JA, Buckleton JS, Weir BS: Statistical analysis of a large file of data from STR profiles of British Caucasians to support forensic casework. Int J Legal Med. 1996, 109: 173-177. 10.1007/BF01225514.View ArticlePubMedGoogle Scholar
- Ochi H, Maekawa T, Abe H, Hayashida Y, Nakano R, Kubo M, Tsunoda T, Hayes CN, Kumada H, Nakamura Y, Chayama K: ITPA polymorphism affects ribavirin-induced anemia and outcomes of therapy–a genome-wide study of Japanese HCV virus patients. Gastroenterology. 2010, 139: 1190-1197. 10.1053/j.gastro.2010.06.071.View ArticlePubMedGoogle Scholar
- Thompson AJ, Fellay J, Patel K, Tillmann HL, Naggie S, Ge D, Urban TJ, Shianna KV, Muir AJ, Fried MW, Afdhal NH, Goldstein DB, McHutchison JG: Variants in the ITPA gene protect against ribavirin-induced hemolytic anemia and decrease the need for ribavirin dose reduction. Gastroenterology. 2010, 139: 1181-1189. 10.1053/j.gastro.2010.06.016.View ArticlePubMedPubMed CentralGoogle Scholar
- Thompson AJ, Santoro R, Piazzolla V, Clark PJ, Naggie S, Tillmann HL, Patel K, Muir AJ, Shianna KV, Mottola L, Petruzzellis D, Romano M, Sogari F, Facciorusso D, Goldstein DB, McHutchison JG, Mangia A: Inosine triphosphatase genetic variants are protective against anemia during antiviral therapy for HCV2/3 but do not decrease dose reductions of RBV or increase SVR. Hepatology. 2011, 53: 389-395. 10.1002/hep.24068.View ArticlePubMedPubMed CentralGoogle Scholar
- Venables JP: Alternative splicing in the testes. Curr Opin Genet Dev. 2002, 12: 615-619. 10.1016/S0959-437X(02)00347-7.View ArticlePubMedGoogle Scholar
- Song X, Zhang BL, Liu HM, Yu BY, Gao XM, Kang LY: IQMNMR: Open source software using time-domain NMR data for automated identification and quantification of metabolites in batches. BMC Bioinformatics. 2011, 12: 337-10.1186/1471-2105-12-337.View ArticlePubMedPubMed CentralGoogle Scholar
- Wang Q, Miyakawa Y, Fox N, Kaushansky K: Interferon-alpha directly represses megakaryopoiesis by inhibiting thrombopoietin-induced signaling through induction of SOCS-1. Blood. 2000, 96: 2093-2099.PubMedGoogle Scholar
- Lengfelder E, Berger U, Hehlmann R: Interferon alpha in the treatment of polycythemia vera. Ann Hematol. 2000, 79: 103-109. 10.1007/s002770050563.View ArticlePubMedGoogle Scholar
- Couzin-Frankel J: Major heart disease genes prove elusive. Science. 2010, 328: 1220-1221. 10.1126/science.328.5983.1220.View ArticlePubMedGoogle Scholar
- Reau N, Hadziyannis SJ, Messinger D, Fried MW, Jensen DM: Early predictors of anemia in patients with hepatitis C genotype 1 treated with peginterferon alfa-2a (40KD) plus ribavirin. Am J Gastroenterol. 2008, 103: 1981-1988. 10.1111/j.1572-0241.2008.01957.x.View ArticlePubMedPubMed CentralGoogle Scholar
- Sulkowski MS, Wasserman R, Brooks L, Ball L, Gish R: Changes in haemoglobin during interferon alpha-2b plus ribavirin combination therapy for chronic hepatitis C virus infection. J Viral Hepat. 2004, 11: 243-250. 10.1111/j.1365-2893.2004.00490.x.View ArticlePubMedGoogle Scholar
- Wyles DL, Rodriguez-Torres M, Lawitz E, Shiffman ML, Pol S, Herring RW, Massetto B, Kanwar B, Trenkle JD, Pang PS, Zhu Y, Mo H, Brainard DM, Subramanian GM, McHutchison JG, Habersetzer F, Sulkowski MS, Massetto B, Kanwar B, Trenkle JD, Pang PS, Zhu Y, Mo H, Brainard DM, Subramanian GM, McHutchison JG, Habersetzer F, Sulkowski MS: All-oral combination of ledipasvir, vedroprevir, tegobuvir, and ribavirin in treatment-naive patients with genotype 1 HCV infection. Hepatology. 2014, 60: 56-64. 10.1002/hep.27053.View ArticlePubMedGoogle Scholar
- Kowdley KV, Gordon SC, Reddy KR, Rossaro L, Bernstein DE, Lawitz E, Shiffman ML, Schiff E, Ghalib R, Ryan M, Rustgi V, Chojkier M, Herring R, Di Bisceglie AM, Pockros PJ, Subramanian GM, An D, Svarovskaia E, Hyland RH, Pang PS, Symonds WT, McHutchison JG, Muir AJ, Pound D, Fried MW, ION-3 Investigators: Ledipasvir and sofosbuvir for 8 or 12 weeks for chronic HCV without cirrhosis. N Engl J Med. 2014, 370: 1879-1888. 10.1056/NEJMoa1402355.View ArticlePubMedGoogle Scholar
- Afdhal N, Zeuzem S, Kwo P, Chojkier M, Gitlin N, Puoti M, Romero-Gomez M, Zarski JP, Agarwal K, Buggisch P, Foster GR, Bräu N, Buti M, Jacobson IM, Subramanian GM, Ding X, Mo H, Yang JC, Pang PS, Symonds WT, McHutchison JG, Muir AJ, Mangia A, Marcellin P, ION-1 Investigators: Ledipasvir and sofosbuvir for untreated HCV genotype 1 infection. N Engl J Med. 2014, 370: 1889-1898. 10.1056/NEJMoa1402454.View ArticlePubMedGoogle Scholar
- Afdhal N, Reddy KR, Nelson DR, Lawitz E, Gordon SC, Schiff E, Nahass R, Ghalib R, Gitlin N, Herring R, Lalezari J, Younes ZH, Pockros PJ, Di Bisceglie AM, Arora S, Subramanian GM, Zhu Y, Dvory-Sobol H, Yang JC, Pang PS, Symonds WT, McHutchison JG, Muir AJ, Sulkowski M, Kwo P, ION-2 Investigators: Ledipasvir and sofosbuvir for previously treated HCV genotype 1 infection. N Engl J Med. 2014, 370: 1483-1493. 10.1056/NEJMoa1316366.View ArticlePubMedGoogle Scholar
- Zeuzem S, Dusheiko GM, Salupere R, Mangia A, Flisiak R, Hyland RH, Illeperuma A, Svarovskaia E, Brainard DM, Symonds WT, Subramanian GM, McHutchison JG, Weiland O, Reesink HW, Ferenci P, Hézode C, Esteban R, VALENCE Investigators: Sofosbuvir and ribavirin in HCV genotypes 2 and 3. N Engl J Med. 2014, 370: 1993-2001. 10.1056/NEJMoa1316145.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2334/14/503/prepub
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