The hepatitis B virus (HBV) is classified into distinct genotypes A-H that are characterized by different progression of hepatitis B and sensitivity to interferon treatment. Previous computational genotyping methods are not robust enough regarding HBV dual infections with different genotypes. The correct classification of HBV sequences into the present genotypes is impaired due to multiple ambiguous sequence positions. We present a computational model that is able to identify and genotype inter-and intragenotype dual infections using population-based sequencing data. Model verification on synthetic data showed 100 % accuracy for intergenotype dual infections and 36.4 % sensitivity in intragenotype dual infections. Screening patient sera (n5241) revealed eight putative cases of intergenotype dual infection (one A-D, six A-G and one D-G) and four putative cases of intragenotype dual infection (one A-A, two D-D and one E-E). Clonal experiments from the original patient material confirmed three out of three of our predictions. The method has been integrated into geno2pheno [hbv] , an established web-service in clinical use for analysing HBV sequence data. It offers exact and detailed identification of HBV genotypes in patients with dual infections that helps to optimize antiviral therapy regimens. geno2pheno [hbv] is available under http://www.genafor.org/g2p_hbv/index.php.
INTRODUCTIONWorldwide an approximate number of 350 million people are chronically infected with the hepatitis B virus (HBV) with mortality rates of about 600 000 per year. The 3.2 kilobase genome has been classified into eight well characterized genotypes A-H based on a nucleotide variation threshold of 8 % over the entire genome (Arauz-Ruiz et al., 2002;Naumann et al., 1993;Norder et al., 1994Norder et al., , 2004Okamoto et al., 1988;Stuyver et al., 2000). Several authors suggested two additional putative genotypes, namely I (Olinger et al., 2008;Huy et al., 2008;Thuy et al., 2010) and J (Tatematsu et al., 2009). HBV genotypes have been found to influence the rate of chronicity (Ogawa et al., 2002;Suzuki et al., 2005;Zhang et al., 2008), the course of the disease (Chan et al., 2004;Kao et al., 2000a;Livingston et al., 2007; Sánchez-Tapias et al., 2002;Thakur et al., 2002;Yuen et al., 2004) and the response to interferon treatment. Genotypes A and B show a significantly better response to interferon compared with genotypes D and C, respectively (Janssen et al., 2005;Kao et al., 2000b;Wai et al., 2002). Therefore, the German guidelines for the management of HBV infection recommend genotyping before therapy (Cornberg et al., 2008). Nevertheless, treatment with nucleos(t)ide analogues does not appear to be strongly influenced by genotype (Raimondi et al., 2010;Wiegand et al., 2008) and thus the major international guidelines do not recommend the determination of the HBV genotype before the start of treatment (European Association For The Study Of The Liver, 2012;Liaw et al., 2008;Lok & McMahon, 2009). Several methods have been developed for the de...