Multi-detector fusion and Bayesian smoothing for tracking viral and chromatin structures.

Automatic tracking of viral and intracellular structures displayed as spots with varying sizes in fluorescence microscopy images is an important task to quantify cellular processes. We propose a novel probabilistic tracking approach for multiple particle tracking based on multi-detector and multi-scale data fusion as well as Bayesian smoothing. The approach integrates results from multiple detectors using a novel intensity-based covariance intersection method which takes into account information about the image intensities, positions, and uncertainties. The method ensures a consistent estimate of multiple fused particle detections and does not require an optimization step. Our probabilistic tracking approach performs data fusion of detections from classical and deep learning methods as well as exploits single-scale and multi-scale detections. In addition, we use Bayesian smoothing to fuse information of predictions from both past and future time points. We evaluated our approach using image data of the Particle Tracking Challenge and achieved state-of-the-art results or outperformed previous methods. Our method was also assessed on challenging live cell fluorescence microscopy image data of viral and cellular proteins expressed in hepatitis C virus-infected cells and chromatin structures in non-infected cells, acquired at different spatial-temporal resolutions. We found that the proposed approach outperforms existing methods.

Data fusion and smoothing for probabilistic tracking of viral structures in fluorescence microscopy images.

Automatic tracking of viral structures displayed as small spots in fluorescence microscopy images is an important task to determine quantitative information about cellular processes. We introduce a novel probabilistic approach for tracking multiple particles based on multi-sensor data fusion and Bayesian smoothing methods. The approach exploits multiple measurements as in a particle filter, both detection-based measurements and prediction-based measurements from a Kalman filter using probabilistic data association with elliptical sampling. Compared to previous probabilistic tracking methods, our approach exploits separate uncertainties for the detection-based and prediction-based measurements, and integrates them by a sequential multi-sensor data fusion method. In addition, information from both past and future time points is taken into account by a Bayesian smoothing method in conjunction with the covariance intersection algorithm for data fusion. Also, motion information based on displacements is used to improve correspondence finding. Our approach has been evaluated on data of the Particle Tracking Challenge and yielded state-of-the-art results or outperformed previous approaches. We also applied our approach to challenging time-lapse fluorescence microscopy data of human immunodeficiency virus type 1 and hepatitis C virus proteins acquired with different types of microscopes and spatial-temporal resolutions. It turned out, that our approach outperforms existing methods.

[Personalized treatment of viral hepatitis of the present and the future : Hepatitis B, C, delta, and E]. / Maßgeschneiderte Therapie der Virushepatitis der Gegenwart und Zukunft : Hepatitis B, C, Delta und E.

Precision medicine is also possible for infectious diseases as shown for the treatment of chronic viral hepatitis, especially if different options are available. In hepatitis B virus (HBV) infection, treatment indication as well as the choice of treatment and the decisions to stop treatment are based on viral markers and alanine aminotransferase (ALT) level. Future therapies for HBV infection aiming for functional cure or even virus elimination may be even more personalized and have to take into account the immune status of a given patient. Such treatment modalities might also increase the chance for successful treatment of chronic hepatitis delta where treatment options are still very limited. Some new therapeutic concepts targeting host receptors or host enzymes are promising, but may require individualized approaches. Chronic hepatitis C is a good example for precision medicine based on viral and host factors. However, the main reason for individualized direct-acting antiviral (DAA) treatment is to save costs. As DAAs are effective in more than 95% of patients, elimination of HCV seems to be possible at the level of a given country or even on a global scale. However, owing to high reinfection rates in high-risk groups and limited availability of antiviral therapy in many high endemic countries, it must still be decided whether an HCV vaccine or pre-exposure prophylaxis is required to achieve this goal. Hepatitis E is an emerging topic as this is the most frequent acute hepatitis virus infection. It can result in a chronic infection in immunosuppressed individuals. Treatment options are still limited and individualized management is based on tailoring immunosuppressive therapy and therapy with ribavirin. Thus, personalized therapy of hepatitis E virus infection is still limited.

Low oxygen tension enhances hepatitis C virus replication.

Low oxygen tension exerts a significant effect on the replication of several DNA and RNA viruses in cultured cells. In vitro propagation of hepatitis C virus (HCV) has thus far been studied under atmospheric oxygen levels despite the fact that the liver tissue microenvironment is hypoxic. In this study, we investigated the efficiency of HCV production in actively dividing or differentiating human hepatoma cells cultured under low or atmospheric oxygen tensions. By using both HCV replicons and infection-based assays, low oxygen was found to enhance HCV RNA replication whereas virus entry and RNA translation were not affected. Hypoxia signaling pathway-focused DNA microarray and real-time quantitative reverse transcription-PCR (qRT-PCR) analyses revealed an upregulation of genes related to hypoxic stress, glycolytic metabolism, cell growth, and proliferation when cells were kept under low (3% [vol/vol]) oxygen tension, likely reflecting cell adaptation to anaerobic conditions. Interestingly, hypoxia-mediated enhancement of HCV replication correlated directly with the increase in anaerobic glycolysis and creatine kinase B (CKB) activity that leads to elevated ATP production. Surprisingly, activation of hypoxia-inducible factor alpha (HIF-α) was not involved in the elevation of HCV replication. Instead, a number of oncogenes known to be associated with glycolysis were upregulated and evidence that these oncogenes contribute to hypoxia-mediated enhancement of HCV replication was obtained. Finally, in liver biopsy specimens of HCV-infected patients, the levels of hypoxia and anaerobic metabolism markers correlated with HCV RNA levels. These results provide new insights into the impact of oxygen tension on the intricate HCV-host cell interaction.

[Molecular mechanisms of hepatitis C virus (HCV) replication - implications for the development of antiviral drugs]. / Die molekularen Mechanismen der Replikation des Hepatitis C Virus - Implikationen für die Entwicklung antiviraler Wirkstoffe.

More than 20 years after the discovery of the hepatitis C virus (HCV), chronic hepatitis C still is a major medical problem. According to the World Health Organisation 120 to 180 million people are chronically infected with HCV, with 5 million infected individuals living in Western Europe. These people have a high risk to develop serious liver disease such as liver cirrhosis and hepatocellular carcinoma (HCC). The standard-of-care therapy is not satisfying and there is no vaccine in sight. Owing to intense research activities, most notably the development of adequate cell culture systems, important insights into the viral replication cycle have been gained and several strategies used by HCV to overcome immune responses have been identified. Adequate cell culture systems also provided the basis for the development of potent and selective antivirals for treatment of chronic hepatitis C and it is expected that NS 3 / 4A protease inhibitors will be approved for clinical use in 2011 / 2012. Nevertheless, important questions are still unanswered and they will keep clinicians and basic researchers busy for the coming years.

Relation between viral fitness and immune escape within the hepatitis C virus protease.

BACKGROUND: The hepatitis C virus (HCV) mutates within human leucocyte antigen (HLA) class I restricted immunodominant epitopes of the non-structural (NS) 3/4A protease to escape cytotoxic T lymphocyte (CTL) recognition and promote viral persistence. However, variability is not unlimited, and sometimes almost absent, and factors that restrict viral variability have not been defined experimentally. AIMS: We wished to explore whether the variability of the immunodominant CTL epitope at residues 1073-1081 of the NS3 protease was limited by viral fitness. PATIENTS: Venous blood was obtained from six patients (four HLA-A2+) with chronic HCV infection and from one HLA-A2+ patient with acute HCV infection. METHODS: NS3/4A genes were amplified from serum, cloned in a eukaryotic expression plasmid, sequenced, and expressed. CTL recognition of naturally occurring and artificially introduced escape mutations in HLA-A2-restricted NS3 epitopes were determined using CTLs from human blood and genetically immunised HLA-A2-transgenic mice. HCV replicons were used to test the effect of escape mutations on HCV protease activity and RNA replication. RESULTS: Sequence analysis of NS3/4A confirmed low genetic variability. The major viral species had functional proteases with 1073-1081 epitopes that were generally recognised by cross reactive human and murine HLA-A2 restricted CTLs. Introduction of mutations at five positions of the 1073-1081 epitope prevented CTL recognition but three of these reduced protease activity and RNA replication. CONCLUSIONS: Viral fitness can indeed limit the variability of HCV within immunological epitopes. This helps to explain why certain immunological escape variants never appear as a major viral species in infected humans.

[Pathogenesis and pathomorphology of chronic viral hepatitis]. / Chronische Virushepatitis--pathogenetische und pathomorphologische Aspekte.

Chronic viral hepatitis represents the most common liver disease worldwide. It can be induced by HBV (eventually as HDV-coinfection) and HCV. From the pathologist's point of view chronic hepatitis represents portal accentuated inflammation of the liver associated with a variable degree of interface hepatitis and acinar damage. Although much research has been done to unravel the mechanisms which cause chronic viral hepatitis, many questions are unanswered. Up to now, liver biopsy is the gold standard for diagnosis of chronic viral hepatitis. On one hand it shows the grade of inflammation and the stage of disease, on the other hand it can highlight additional liver diseases, which might have an adverse influence. Therefore, liver biopsy allows the best prediction of disease progression. In a recent consensus statement, the scoring system of Desmet was recommended for grading and staging of chronic hepatitis.

Sequences in the 5' nontranslated region of hepatitis C virus required for RNA replication.

Sequences in the 5' and 3' termini of plus-strand RNA viruses harbor cis-acting elements important for efficient translation and replication. In case of the hepatitis C virus (HCV), a plus-strand RNA virus of the family Flaviviridae, a 341-nucleotide-long nontranslated region (NTR) is located at the 5' end of the genome. This sequence contains an internal ribosome entry site (IRES) that is located downstream of an about 40-nucleotide-long sequence of unknown function. By using our recently developed HCV replicon system, we mapped and characterized the sequences in the 5' NTR required for RNA replication. We show that deletions introduced into the 5' terminal 40 nucleotides abolished RNA replication but only moderately affected translation. By generating a series of replicons with HCV-poliovirus (PV) chimeric 5' NTRs, we could show that the first 125 nucleotides of the HCV genome are essential and sufficient for RNA replication. However, the efficiency could be tremendously increased upon the addition of the complete HCV 5' NTR. These data show that (i) sequences upstream of the HCV IRES are essential for RNA replication, (ii) the first 125 nucleotides of the HCV 5' NTR are sufficient for RNA replication, but such replicon molecules are severely impaired for multiplication, and (iii) high-level HCV replication requires sequences located within the IRES. These data provide the first identification of signals in the 5' NTR of HCV RNA essential for replication of this virus.

Oral immunization with HCV-NS3-transformed Salmonella: induction of HCV-specific CTL in a transgenic mouse model.

BACKGROUND & AIMS: The ability to induce cytotoxic T cells is considered an important feature of a candidate hepatitis C virus (HCV) vaccine. We used an oral immunization strategy with attenuated HCV-NS3-transformed Salmonella typhimurium to deliver DNA directly to the gut-associated lymphoid tissue. METHODS: HLA-A2.1 transgenic mice were immunized once with transformed attenuated Salmonella. HCV-specific CD8+ T cells were analyzed in vitro as well as in vivo by challenge of mice with recombinant HCV-NS3 vaccinia virus. RESULTS: Salmonella (10(8) colony-forming units; 20 microg plasmid DNA) induced cytotoxic and IFN-gamma-producing CD8+ T cells specific for the immunodominant epitope NS3-1073 in 26 of 30 mice (86%) that persisted for at least 10 months. A second epitope (NS3-1169) was also recognized by cytotoxic and IFN-gamma-producing T cells, whereas a third one (NS3-1406) stimulated IFN-gamma production without cytotoxicity. The minimal amount of plasmid DNA required to induce CTLs was 2 ng. Upon challenge with recombinant HCV-NS3-expressing vaccinia virus, vaccinia titers were significantly lower in mice immunized with Salmonella-NS3 than in mice immunized with control Salmonella, demonstrating the in vivo function of CTLs. CONCLUSIONS: Oral immunization with attenuated Salmonella typhimurium as a carrier for HCV DNA induces long-lasting T-cell responses.

Novel cell culture systems for the hepatitis C virus.

Infections with the hepatitis C virus (HCV) are a major cause of acute and chronic liver disease. The high prevalence of the virus, the insidious course of the disease and the poor prognosis for long-term persistent infection make this pathogen a serious medical and socioeconomical problem. The identification of the viral genome approximately 10 years ago rapidly led to the delineation of the genomic organization and the structural and biochemical characterization of several virus proteins. However, studies of the viral life cycle as well as the development of antiviral drugs have been difficult because of the lack of a robust and reliable cell culture system. Numerous attempts have been undertaken in the past few years but only recently a highly efficient cell culture model could be developed. This system is based on the self replication of engineered HCV minigenomes (replicons) in a transfected human hepatoma cell line. A summary of the various HCV cell culture models with a focus on the replicon system and its use for drug development is described.

Enhancement of hepatitis C virus RNA replication by cell culture-adaptive mutations.

Studies of the Hepatitis C virus (HCV) replication cycle have been made possible with the development of subgenomic selectable RNAs that replicate autonomously in cultured cells. In these replicons the region encoding the HCV structural proteins was replaced by the neomycin phosphotransferase gene, allowing the selection of transfected cells that support high-level replication of these RNAs. Subsequent analyses revealed that, within selected cells, HCV RNAs had acquired adaptive mutations that increased the efficiency of colony formation by an unknown mechanism. Using a panel of replicons that differed in their degrees of cell culture adaptation, in this study we show that adaptive mutations enhance RNA replication. Transient-transfection assays that did not require selection of transfected cells demonstrated a clear correlation between the level of adaptation and RNA replication. The highest replication level was found with an adapted replicon carrying two amino acid substitutions located in NS3 and one in NS5A that acted synergistically. In contrast, the nonadapted RNA replicated only transiently and at a low level. The correlation between the efficiency of colony formation and RNA replication was corroborated with replicons in which the selectable marker gene was replaced by the gene encoding firefly luciferase. Upon transfection of naive Huh-7 cells, the levels of luciferase activity directly reflected the replication efficiencies of the various replicon RNAs. These results show that cell culture-adaptive mutations enhance HCV RNA replication.

Characterization of cell lines carrying self-replicating hepatitis C virus RNAs.

Subgenomic selectable RNAs of the hepatitis C virus (HCV) have recently been shown to self-replicate to high levels in the human hepatoma cell line Huh-7 (V. Lohmann, F. Körner, J. O. Koch, U. Herian, L. Theilmann, and R. Bartenschlager, Science 285:110-113, 1999). Taking advantage of this cell culture system that allows analyses of the interplay between HCV replication and the host cell, in this study we characterized two replicon-harboring cell lines that have been cultivated for more than 1 year. During this time, we observed no signs of cytopathogenicity such as reduction of growth rates or ultrastructural changes. High levels of HCV RNAs were preserved in cells passaged under continuous selection. When selective pressure was omitted replicon levels dropped, but depending on culture conditions the RNAs persisted for more than 10 months. A tight coupling of the amounts of HCV RNA and proteins to host cell growth was observed. Highest levels were found in exponentially growing cells, followed by a sharp decline in resting cells, suggesting that cellular factors required for RNA replication and/or translation vary in abundance and become limiting in resting cells. Studies of polyprotein processing revealed rapid cleavages at the NS3/4A and NS5A/B sites resulting in a rather stable NS4AB5A precursor that was processed slowly into individual products. Half-lives (t(1/2)s) of mature proteins ranged from 10 to 16 h, with the exception of the hyperphosphorylated form of NS5A, which was less stable (t(1/2), approximately 7 h). Results of immunoelectron microscopy revealed an association of the majority of viral proteins with membranes of the endoplasmic reticulum, suggesting that this is the site of RNA replication. In summary, replicon-bearing cells are a good model for viral persistence, and they allow the study of various aspects of the HCV life cycle.

Mutations in hepatitis C virus RNAs conferring cell culture adaptation.

As an initial approach to studying the molecular replication mechanisms of hepatitis C virus (HCV), a major causative agent of acute and chronic liver disease, we have recently developed selectable self-replicating RNAs. These replicons lacked the region encoding the structural proteins and instead carried the gene encoding the neomycin phosphotransferase. Although the replication levels of these RNAs within selected cells were high, the number of G418-resistant colonies was reproducibly low. In a search for the reason, we performed a detailed analysis of replicating HCV RNAs and identified several adaptive mutations enhancing the efficiency of colony formation by several orders of magnitude. Adaptive mutations were found in nearly every nonstructural protein but not in the 5' or 3' nontranslated regions. The most drastic effect was found with a single-amino-acid substitution in NS5B, increasing the number of colonies approximately 500-fold. This mutation was conserved with RNAs isolated from one cell line, in contrast to other amino acid substitutions enhancing the efficiency of colony formation to a much lesser extent. Interestingly, some combinations of these nonconserved mutations with the highly adaptive one reduced the efficiency of colony formation drastically, suggesting that some adaptive mutations are not compatible.

The hepatitis C virus replicon system and its application to molecular studies.

The hepatitis C virus (HCV) was identified as the major causative agent of post-transfusion and sporadic non-A, non-B hepatitis. Approximately 170 million individuals worldwide are afflicted with this infection that in most cases becomes persistent. The clinical outcomes are varied, ranging from an apparently healthy carrier state to liver cirrhosis and even hepatocellular carcinoma. Thus far, no vaccine is available and antiviral treatment is insufficient with only approximately 40% of patients developing a long-term sustained response. These deficits underscore the need for more effective therapies but their development has been severely hampered by the lack of an efficient cell culture system. This impediment has recently been overcome by the development of subgenomic HCV RNA molecules that replicate autonomously in transfected cells. The high level of replication of this system opens new avenues for molecular studies of various aspects of the HCV life-cycle as well as for the development of antiviral drugs.

Replication of the hepatitis C virus.

Infection with the hepatitis C virus (HCV) is a major cause of chronic liver disease. HCV is an enveloped plus-strand RNA virus closely related to flavi- and pestiviruses. The first cloning of the HCV genome, about 10 years ago, initiated research efforts leading to the elucidation of the genomic organization and the definition of the functions of most viral proteins. Despite this progress the lack of convenient animal models and appropriate in vitro propagation systems have hampered a full understanding of the way the virus multiplies. This review summarizes our current knowledge about HCV replication and describes attempts pursued in the last few years to establish efficient and reliable cell culture systems.

Biochemical and structural analysis of the NS5B RNA-dependent RNA polymerase of the hepatitis C virus.

Hepatitis C virus (HCV), the major causative agent of chronic and sporadic non-A, non-B hepatitis worldwide, is a distinct member of the Flaviviridae virus family. These viruses have in common a plus-strand RNA genome that is replicated in the cytoplasm of the infected cell via minus-strand RNA intermediates. Owing to the lack of reliable cell culture systems and convenient animal models for HCV, the mechanisms governing RNA replication are not known. As a first step towards the development of appropriate in vitro systems, we expressed the NS5B RNA-dependent RNA polymerase (RdRp) in insect cells, purified the protein to near homogeneity and studied its biochemical properties. It is a primer- and RNA template-dependent RNA polymerase able to copy long heteropolymeric templates without additional viral or cellular cofactors. We determined the optimal reaction parameters, the kinetic constants and the substrate specificity of the enzyme, which turned out to be similar to those described for the 3D polymerase of poliovirus. By analysing a series of nucleosidic and non-nucleosidic compounds for their effect on RdRp activity, we found that ribavirin triphosphates have no inhibitory effect, providing direct experimental proof that the therapeutic effect observed in patients is not related to a direct inhibition of the viral polymerase. Finally, mutation analysis was performed to map the minimal NS5B sequence required for enzymatic activity and to identify the 'classical' polymerase motifs important for template and NTP binding and catalysis.

The NS3/4A proteinase of the hepatitis C virus: unravelling structure and function of an unusual enzyme and a prime target for antiviral therapy.

The hepatitis C virus (HCV) is a major causative agent of transfusion-acquired and sporadic non-A, non-B hepatitis worldwide. Infections most often persist and lead, in approximately 50% of all patients, to chronic liver disease. As is characteristic for a member of the family Flaviviridae, HCV has a plus-strand RNA genome encoding a polyprotein, which is cleaved co- and post-translationally into at least 10 different products. These cleavages are mediated, among others, by a virally encoded chymotrypsin-like serine proteinase located in the N-terminal domain of non-structural protein 3 (NS3). Activity of this enzyme requires NS4A, a 54-residue polyprotein cleavage product, to form a stable complex with the NS3 domain. This review will describe the biochemical properties of the NS3/4A proteinase, its X-ray crystal structure and current attempts towards development of efficient inhibitors.

Modulation of hepatitis C virus NS5A hyperphosphorylation by nonstructural proteins NS3, NS4A, and NS4B.

NS5A of the hepatitis C virus (HCV) is a highly phosphorylated protein involved in resistance against interferon and required most likely for replication of the viral genome. Phosphorylation of this protein is mediated by a cellular kinase(s) generating multiple proteins with different electrophoretic mobilities. In the case of the genotype 1b isolate HCV-J, in addition to the basal phosphorylated NS5A (designated pp56), a hyperphosphorylated form (pp58) was found on coexpression of NS4A (T. Kaneko, Y. Tanji, S. Satoh, M. Hijikata, S. Asabe, K. Kimura, and K. Shimotohno, Biochem. Biophys. Res. Commun. 205:320-326, 1994). Using a comparative analysis of two full-length genomes of genotype 1b, competent or defective for NS5A hyperphosphorylation, we investigated the requirements for this NS5A modification. We found that hyperphosphorylation occurs when NS5A is expressed as part of a continuous NS3-5A polyprotein but not when it is expressed on its own or trans complemented with one or several other viral proteins. Results obtained with chimeras of both genomes show that single amino acid substitutions within NS3 that do not affect polyprotein cleavage can enhance or reduce NS5A hyperphosphorylation. Furthermore, mutations in the central or carboxy-terminal NS4A domain as well as small deletions in NS4B can also reduce or block hyperphosphorylation without affecting polyprotein processing. These requirements most likely reflect the formation of a highly ordered NS3-5A multisubunit complex responsible for the differential phosphorylation of NS5A and probably also for modulation of its biological activities.

Replication of subgenomic hepatitis C virus RNAs in a hepatoma cell line.

An estimated 170 million persons worldwide are infected with hepatitis C virus (HCV), a major cause of chronic liver disease. Despite increasing knowledge of genome structure and individual viral proteins, studies on virus replication and pathogenesis have been hampered by the lack of reliable and efficient cell culture systems. A full-length consensus genome was cloned from viral RNA isolated from an infected human liver and used to construct subgenomic selectable replicons. Upon transfection into a human hepatoma cell line, these RNAs were found to replicate to high levels, permitting metabolic radiolabeling of viral RNA and proteins. This work defines the structure of HCV replicons functional in cell culture and provides the basis for a long-sought cellular system that should allow detailed molecular studies of HCV and the development of antiviral drugs.