Identification of improved IL28B SNPs and haplotypes for prediction of drug response in treatment of hepatitis C using massively parallel sequencing in a cross-sectional European cohort

被引:62
作者
Smith, Katherine R. [1 ]
Suppiah, Vijayaprakash [2 ,3 ]
O'Connor, Kate [3 ]
Berg, Thomas [4 ,5 ]
Weltman, Martin [6 ]
Abate, Maria Lorena [7 ]
Spengler, Ulrich [8 ]
Bassendine, Margaret [9 ]
Matthews, Gail [10 ,11 ]
Irving, William L. [12 ]
Powell, Elizabeth [13 ,14 ]
Riordan, Stephen [15 ,16 ]
Ahlenstiel, Golo [2 ]
Stewart, Graeme J. [3 ]
Bahlo, Melanie [17 ]
George, Jacob [2 ]
Booth, David R. [3 ]
机构
[1] Walter & Eliza Hall Inst Med Res, Bioinformat Div, Parkville, Vic 3052, Australia
[2] Univ Sydney, Westmead Millennium Inst, Storr Liver Unit, Sydney, NSW 2145, Australia
[3] Univ Sydney, Westmead Millennium Inst, Inst Immunol & Allergy Res, Sydney, NSW 2145, Australia
[4] Univ Med Berlin, Charite, Med Klin MS Hepatol & Gastroenterol, Berlin, Germany
[5] Univ Clin Leipzig, Clin Gastroenterol & Rheumatol, Dept Hepatol, D-04103 Leipzig, Germany
[6] Nepean Hosp, Dept Gastroenterol & Hepatol, Sydney, NSW 2145, Australia
[7] Univ Turin, Dept Internal Med, Liver Physiopathol Lab, I-10060 Turin, Italy
[8] Univ Bonn, Dept Internal Med 1, D-53127 Bonn, Germany
[9] Newcastle Univ, Sch Med, Inst Cellular Med, Liver Res Grp, Newcastle Upon Tyne NE2 4HH, Tyne & Wear, England
[10] Univ New S Wales, Natl Ctr HIV Epidemiol & Clin Res, Sydney, NSW 2010, Australia
[11] St Vincents Hosp, Sydney, NSW 2010, Australia
[12] Univ Nottingham, NIHR Biomed Res Unit Gastroenterol & Liver, Nottingham NG7 2UH, England
[13] Princess Alexandra Hosp, Dept Gastroenterol & Hepatol, Woolloongabba, Qld 4102, Australia
[14] Univ Queensland, Princess Alexandra Hosp, Sch Med, Woolloongabba, Qld 4102, Australia
[15] Prince Wales Hosp, Gastrointestinal & Liver Unit, Sydney, NSW 2010, Australia
[16] Univ New S Wales, Sydney, NSW 2010, Australia
[17] Univ Melbourne, Dept Math & Stat, Melbourne, Vic 3010, Australia
来源
GENOME MEDICINE | 2011年 / 3卷
基金
澳大利亚研究理事会; 澳大利亚国家健康与医学研究理事会;
关键词
GENETIC-VARIATION; INTERFERON-ALPHA; ASSOCIATION; EXPRESSION; THERAPY;
D O I
10.1186/gm273
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background: The hepatitis C virus (HCV) infects nearly 3% of the World's population, causing severe liver disease in many. Standard of care therapy is currently pegylated interferon alpha and ribavirin (PegIFN/R), which is effective in less than half of those infected with the most common viral genotype. Two IL28B single nucleotide polymorphisms (SNPs), rs8099917 and rs12979860, predict response to (PegIFN/R) therapy in treatment of HCV infection. These SNPs were identified in genome wide analyses using Illumina genotyping chips. In people of European ancestry, there are 6 common (more than 1%) haplotypes for IL28B, one tagged by the rs8099917 minor allele, four tagged by rs12979860. Methods: We used massively parallel sequencing of the IL28B and IL28A gene regions generated by polymerase chain reaction (PCR) from pooled DNA samples from 100 responders and 99 non-responders to therapy, to identify common variants. Variants that had high odds ratios and were validated were then genotyped in a cohort of 905 responders and non-responders. Their predictive power was assessed, alone and in combination with HLA-C. Results: Only SNPs in the IL28B linkage disequilibrium block predicted drug response. Eighteen SNPs were identified with evidence for association with drug response, and with a high degree of confidence in the sequence call. We found that two SNPs, rs4803221 (homozygote minor allele positive predictive value (PPV) of 77%) and rs7248668 (PPV 78%), predicted failure to respond better than the current best, rs8099917 (PPV 73%) and rs12979860 (PPV 68%) in this cross-sectional cohort. The best SNPs tagged a single common haplotype, haplotype 2. Genotypes predicted lack of response better than alleles. However, combination of IL28B haplotype 2 carrier status with the HLA-C C2C2 genotype, which has previously been reported to improve prediction in combination with IL28B, provides the highest PPV (80%). The haplotypes present alternative putative transcription factor binding and methylation sites. Conclusions: Massively parallel sequencing allowed identification and comparison of the best common SNPs for identifying treatment failure in therapy for HCV. SNPs tagging a single haplotype have the highest PPV, especially in combination with HLA-C. The functional basis for the association may be due to altered regulation of the gene. These approaches have utility in improving diagnostic testing and identifying causal haplotypes or SNPs.
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相关论文
共 27 条
[1]   Hepatitis C Pharmacogenetics: State of the Art in 2010 [J].
Afdhal, Nezam H. ;
McHutchison, John G. ;
Zeuzem, Stefan ;
Mangia, Alessandra ;
Pawlotsky, Jean-Michel ;
Murray, Jeffrey S. ;
Shianna, Kevin V. ;
Tanaka, Yasuhito ;
Thomas, David L. ;
Booth, David R. ;
Goldstein, David B. .
HEPATOLOGY, 2011, 53 (01) :336-345
[2]   IL28B in hepatitis C virus infection: translating pharmacogenomics into clinical practice [J].
Ahlenstiel, Golo ;
Booth, David R. ;
George, Jacob .
JOURNAL OF GASTROENTEROLOGY, 2010, 45 (09) :903-910
[3]  
Andrews S, FASTQC QUALITY CONTR
[4]   Distributive Justice and the Arrival of Direct-Acting Antivirals: Who Should Be First in Line? [J].
Aronsohn, Andrew ;
Jensen, Donald .
HEPATOLOGY, 2011, 53 (06) :1789-1791
[5]   A statistical method for the detection of variants from next-generation resequencing of DNA pools [J].
Bansal, Vikas .
BIOINFORMATICS, 2010, 26 (12) :i318-i324
[6]   Haploview: analysis and visualization of LD and haplotype maps [J].
Barrett, JC ;
Fry, B ;
Maller, J ;
Daly, MJ .
BIOINFORMATICS, 2005, 21 (02) :263-265
[7]   Complementary Role of Vitamin D Deficiency and the Interleukin-28B rs12979860 C/T Polymorphism in Predicting Antiviral Response in Chronic Hepatitis C [J].
Bitetto, Davide ;
Fattovich, Giovanna ;
Fabris, Carlo ;
Ceriani, Elisa ;
Falleti, Edmondo ;
Fornasiere, Ezio ;
Pasino, Michela ;
Ieluzzi, Donatella ;
Cussigh, Annarosa ;
Cmet, Sara ;
Pirisi, Mario ;
Toniutto, Pierluigi .
HEPATOLOGY, 2011, 53 (04) :1118-1126
[8]   Estimating the Net Contribution of Interleukin-28B Variation to Spontaneous Hepatitis C Virus Clearance [J].
di Iulio, Julia ;
Ciuffi, Angela ;
Fitzmaurice, Karen ;
Kelleher, Dermot ;
Rotger, Margalida ;
Fellay, Jacques ;
Martinez, Raquel ;
Pulit, Sara ;
Furrer, Hansjakob ;
Guenthard, Huldrych F. ;
Battegay, Manuel ;
Bernasconi, Enos ;
Schmid, Patrick ;
Hirschel, Bernard ;
Barnes, Eleanor ;
Klenerman, Paul ;
Telenti, Amalio ;
Rauch, Andri .
HEPATOLOGY, 2011, 53 (05) :1446-1454
[9]   A second generation human haplotype map of over 3.1 million SNPs [J].
Frazer, Kelly A. ;
Ballinger, Dennis G. ;
Cox, David R. ;
Hinds, David A. ;
Stuve, Laura L. ;
Gibbs, Richard A. ;
Belmont, John W. ;
Boudreau, Andrew ;
Hardenbol, Paul ;
Leal, Suzanne M. ;
Pasternak, Shiran ;
Wheeler, David A. ;
Willis, Thomas D. ;
Yu, Fuli ;
Yang, Huanming ;
Zeng, Changqing ;
Gao, Yang ;
Hu, Haoran ;
Hu, Weitao ;
Li, Chaohua ;
Lin, Wei ;
Liu, Siqi ;
Pan, Hao ;
Tang, Xiaoli ;
Wang, Jian ;
Wang, Wei ;
Yu, Jun ;
Zhang, Bo ;
Zhang, Qingrun ;
Zhao, Hongbin ;
Zhao, Hui ;
Zhou, Jun ;
Gabriel, Stacey B. ;
Barry, Rachel ;
Blumenstiel, Brendan ;
Camargo, Amy ;
Defelice, Matthew ;
Faggart, Maura ;
Goyette, Mary ;
Gupta, Supriya ;
Moore, Jamie ;
Nguyen, Huy ;
Onofrio, Robert C. ;
Parkin, Melissa ;
Roy, Jessica ;
Stahl, Erich ;
Winchester, Ellen ;
Ziaugra, Liuda ;
Altshuler, David ;
Shen, Yan .
NATURE, 2007, 449 (7164) :851-U3
[10]   Genetic variation in IL28B predicts hepatitis C treatment-induced viral clearance [J].
Ge, Dongliang ;
Fellay, Jacques ;
Thompson, Alexander J. ;
Simon, Jason S. ;
Shianna, Kevin V. ;
Urban, Thomas J. ;
Heinzen, Erin L. ;
Qiu, Ping ;
Bertelsen, Arthur H. ;
Muir, Andrew J. ;
Sulkowski, Mark ;
McHutchison, John G. ;
Goldstein, David B. .
NATURE, 2009, 461 (7262) :399-401