Comparison of feature selection techniques for viral DNA replication origin prediction

Author(s):  
Raul Cruz-Cano ◽  
Ming-Ying Leung
2016 ◽  
Vol 90 (17) ◽  
pp. 7761-7777 ◽  
Author(s):  
Weiran Shen ◽  
Xuefeng Deng ◽  
Wei Zou ◽  
John F. Engelhardt ◽  
Ziying Yan ◽  
...  

ABSTRACTParvoviruses are single-stranded DNA viruses that use the palindromic structures at the ends of the viral genome for their replication. The mechanism of parvovirus replication has been studied mostly in the dependoparvovirus adeno-associated virus 2 (AAV2) and the protoparvovirus minute virus of mice (MVM). Here, we used human bocavirus 1 (HBoV1) to understand the replication mechanism of bocaparvovirus. HBoV1 is pathogenic to humans, causing acute respiratory tract infections, especially in young children under 2 years old. By using the duplex replicative form of the HBoV1 genome in human embryonic kidney 293 (HEK293) cells, we identified the HBoV1 minimal replication origin at the right-end hairpin (OriR). Mutagenesis analyses confirmed the putative NS1 binding and nicking sites within the OriR. Of note, unlike the large nonstructural protein (Rep78/68 or NS1) of other parvoviruses, HBoV1 NS1 did not specifically bind OriRin vitro, indicating that other viral and cellular components or the oligomerization of NS1 is required for NS1 binding to the OriR.In vivostudies demonstrated that residues responsible for NS1 binding and nicking are within the origin-binding domain. Further analysis identified that the small nonstructural protein NP1 is required for HBoV1 DNA replication at OriR. NP1 and other viral nonstructural proteins (NS1 to NS4) colocalized within the viral DNA replication centers in both OriR-transfected cells and virus-infected cells, highlighting a direct involvement of NP1 in viral DNA replication at OriR. Overall, our study revealed the characteristics of HBoV1 DNA replication at OriR, suggesting novel characteristics of autonomous parvovirus DNA replication.IMPORTANCEHuman bocavirus 1 (HBoV1) causes acute respiratory tract infections in young children. The duplex HBoV1 genome replicates in HEK293 cells and produces progeny virions that are infectious in well-differentiated airway epithelial cells. A recombinant AAV2 vector pseudotyped with an HBoV1 capsid has been developed to efficiently deliver the cystic fibrosis transmembrane conductance regulator gene to human airway epithelia. Here, we identified bothcis-acting elements andtrans-acting proteins that are required for HBoV1 DNA replication at the right-end hairpin in HEK293 cells. We localized the minimal replication origin, which contains both NS1 nicking and binding sites, to a 46-nucleotide sequence in the right-end hairpin. The identification of these essential elements of HBoV1 DNA replication acting both incisand intranswill provide guidance to develop antiviral strategies targeting viral DNA replication at the right-end hairpin and to design next-generation recombinant HBoV1 vectors, a promising tool for gene therapy of lung diseases.


2018 ◽  
Vol 63 (3) ◽  
Author(s):  
Peng Xu ◽  
Safder S. Ganaie ◽  
Xiaomei Wang ◽  
Zekun Wang ◽  
Steve Kleiboeker ◽  
...  

ABSTRACTHuman parvovirus B19 (B19V), a member of the genusErythroparvovirusof the familyParvoviridae, is a small nonenveloped virus that has a single-stranded DNA (ssDNA) genome of 5.6 kb with two inverted terminal repeats (ITRs). B19V infection often results in severe hematological disorders and fetal death in humans. B19V replication follows a model of rolling hairpin-dependent DNA replication, in which the large nonstructural protein NS1 introduces a site-specific single-strand nick in the viral DNA replication origins, which locate at the ITRs. NS1 executes endonuclease activity through the N-terminal origin-binding domain. Nicking of the viral replication origin is a pivotal step in rolling hairpin-dependent viral DNA replication. Here, we developed a fluorophore-basedin vitronicking assay of the replication origin using the origin-binding domain of NS1 and compared it with the radioactivein vitronicking assay. We used both assays to screen a set of small-molecule compounds (n = 96) that have potential antinuclease activity. We found that the fluorophore-basedin vitronicking assay demonstrates sensitivity and specificity values as high as those of the radioactive assay. Among the 96 compounds, we identified 8 which have an inhibition of >80% at 10 µM in both the fluorophore-based and radioactivein vitronicking assays. We further tested 3 compounds that have a flavonoid-like structure and anin vitro50% inhibitory concentration that fell in the range of 1 to 3 µM. Importantly, they also exhibited inhibition of B19V DNA replication in UT7/Epo-S1 cells andex vivo-expanded human erythroid progenitor cells.


2010 ◽  
Vol 34 (8) ◽  
pp. S60-S60
Author(s):  
Yuning Sun ◽  
Fang Li ◽  
Jianming Qiu ◽  
Xiaohong Lu

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