Abstract
Human adenovirus (HAdV) infections cause disease world-wide. Whole genome sequencing has now distinguished 90 distinct genotypes in 7 species (A-G). Over half of these 90 HAdVs fall within species D, with essentially all of the HAdV-D whole genome sequences generated in the last decade. Herein, we describe recent new findings made possible by mining of this expanded genome database, and propose future directions to elucidate new functional elements and new functions for previously known viral components.
Introduction
Human adenovirus (HAdV) infections represent a significant source of morbidity and mortality, world-wide and at all ages, through highly transmittable infections at mucosal sites, including the eye, and urinary, respiratory, and gastrointestinal tracts (Horwitz, ). HAdV causes fatal acute respiratory distress syndrome in healthy adults and is especially lethal in infants and the immune compromised (Bhanthumkosol, ; Ryu et al., ; Wallot et al., ; Engelmann et al., ; Tan et al., ; Zhang et al., ). No FDA-approved therapy for acute HAdV infection is available. At resolution of acute infection, persistence may develop within nasopharyngeal lymphoid tissue (Neumann et al., ; Garnett et al., , ; Zhang et al., ; Assadian et al., ), as yet uncharacterized cells in the gastrointestinal tract (Roy et al., ), and possibly the ocular surface (Kaye et al., ), permitting evolution of new HAdVs through homologous recombination between two or more HAdVs infecting the same cell(s) (Lee et al., , ; Echavarria et al., ; McCarthy et al., ; Seto et al., ).
HAdVs are divided phylogenetically into seven species (A-G), with a total of 90 recognized genotypes with whole genome sequences in GenBank, including the original 51 “serotypes”—determined by serum neutralization—which now all have been fully sequenced (Table 1) (Robinson et al., ) Human adenovirus species D (HAdV-D) is the largest and most rapidly growing among all HAdV species, and contains viruses associated with epidemic keratoconjunctivitis (EKC), a severe, hyperacute ocular surface infection (Butt and Chodosh, ). A collaboration funded by the American Recovery and Reinvestment Act of 2009 came to fruition with the complete whole genome sequencing and analysis of all previously unsequenced HAdV-D serotypes (Robinson et al., ), leading to a new understanding of adenovirus ontogeny (Jones et al., ; Robinson et al., , ,; Robinson et al., ,; Robinson et al., ,; Walsh et al., , ,; Arnold et al., ; Torres et al., ; Dehghan et al., , ,; Walsh et al., ; Liu et al., ; Seto et al., , ; Singh et al., , ; Zhou et al., )—including those HAdV-Ds associated with EKC (Robinson et al., , , ; Walsh et al., ; Zhou et al., )—and ultimately to a new typing system for HAdV based on genomics (Seto et al., ).
Table 1
| Type | GenBank accession no. | Genome length | Year published |
|---|---|---|---|
| HAdV-C1 | AC_000017 | 36001 | 2004 |
| HAdV-C2 | AC_000007 | 35937 | 2003 |
| HAdV-B3 | AY599834 | 35345 | 2006 |
| HAdV-E4 | AY599837 | 35964 | 2006 |
| HAdV-C5 | AY601635 | 35931 | 2006 |
| HAdV-C6 | FJ349096 | 35758 | 2011 |
| HAdV-B7 | KP670856.2 | 35239 | 2016 |
| HAdV-D8 | AB448767 | 34980 | 2009 |
| HAdV-D9 | AJ854486 | 35083 | 2008 |
| HAdV-D10 | JN226746 | 35105 | 2013 |
| HAdV-B11 | AF532578 | 34794 | 2003 |
| HAdV-A12 | X73487 | 34125 | 1979 |
| HAdV-D13 | JN226747 | 35209 | 2013 |
| HAdV-B14 | JQ824845 | 34767 | 2012 |
| HAdV-D15 | KF268204 | 35100 | 2013 |
| HAdV-B16 | JN860680 | 35384 | 2011 |
| HAdV-D17 | HQ910407 | 35139 | 2011 |
| HAdV-A18 | GU191019 | 34177 | 2010 |
| HAdV-D19 | JQ326209 | 35153 | 2011 |
| HAdV-D20 | JN226749 | 35181 | 2013 |
| HAdV-B21 | AY601633 | 35382 | 2006 |
| HAdV-D22 | FJ619037 | 35152 | 2009 |
| HAdV-D23 | JN226750 | 35050 | 2013 |
| HAdV-D24 | JN226751 | 35166 | 2013 |
| HAdV-D25 | JN226752 | 35248 | 2013 |
| HAdV-D26 | EF153474 | 35152 | 2007 |
| HAdV-D27 | JN226753 | 35154 | 2013 |
| HAdV-D28 | FJ824826 | 35130 | 2010 |
| HAdV-D29 | JN226754 | 35214 | 2013 |
| HAdV-D30 | JN226755 | 35178 | 2012 |
| HAdV-A31 | AM749299 | 33763 | 2005 |
| HAdV-D32 | JN226756 | 35248 | 2013 |
| HAdV-D33 | JN226758 | 35131 | 2013 |
| HAdV-B34 | AY737797 | 34775 | 2004 |
| HAdV-B35 | AC_000019 | 34794 | 2004 |
| HAdV-D36 | GQ384080 | 35152 | 2010 |
| HAdV-D37 | AB448775 | 35215 | 2009 |
| HAdV-D38 | JN226759 | 35221 | 2013 |
| HAdV-D39 | JN226760 | 35152 | 2013 |
| HAdV-F40 | NC_001454 | 34214 | 1993 |
| HAdV-F41 | DQ315364.2 | 34188 | 2007 |
| HAdV-D42 | JN226761 | 35231 | 2013 |
| HAdV-D43 | JN226762 | 35012 | 2013 |
| HAdV-D44 | JN226763 | 35214 | 2013 |
| HAdV-D45 | JN226764 | 35154 | 2013 |
| HAdV-D46 | AY875648 | 35178 | 2006 |
| HAdV-D47 | JN226757 | 35106 | 2013 |
| HAdV-D48 | EF153473 | 35206 | 2007 |
| HAdV-D49 | DQ393829 | 35215 | 2006 |
| HAdV-B50 | AY737798 | 35385 | 2007 |
| HAdV-D51 | JN226765 | 35114 | 2013 |
Species and type designations for the 51 human adenovirus (HAdV) serotypes.
Recent published work demonstrates how genome “mining,” in-depth analyses of the growing HAdV genome database, can bring about new realizations and add critical new information to prior ones. The trimeric fiber protein on adenoviruses mediates viral entry through interaction of the distal most “knob” structure on the fiber with host cell receptors. In a phylogenetic analysis of HAdV-D fiber genes, HAdV-D types associated with EKC were recently shown to form a unique clade (Ismail et al., ). By proteotyping, a new in silico methodology described in detail below, EKC virus-associated fiber knobs were uniquely shared, and signature amino acid positions distinguished EKC from non-EKC types. Remarkably, human corneal epithelial cell tropism could be predicted by the presence of a lysine or alanine at residue 240, and this amino acid residue in EKC viruses showed evidence for positive selection. These data added to the prior observation by Huang and coworkers that artificial mutation to a lysine at residue 240 in a non-EKC virus could confer infection of Chang cells, a conjunctiva derived continuous cell line (Huang et al., ). However, because Chang cells came later known to be contaminated by HeLa cells, the importance of residue 240 to ocular tropism was until this new observation, in some doubt.
Another recently published effort provided further evidence of the importance and potential for HAdV genome mining. Late adenoviral gene expression is initiated by the adenovirus major late promoter (Ramke et al., ), followed by splicing of mRNAs to the viral tripartite leader for translation (Chow et al., ; Akusjärvi and Pettersson, ; Chow and Broker, ; Logan and Shenk, ). The HAdV tripartite leader is a 200-nucleotide 5' noncoding region that circumvents the requirement for eukaryotic initiation factor 4F or cap binding protein complex (Ziff and Evans, ; Akusjärvi and Pettersson, ; Dolph et al., ; Zhang et al., ), and permits translation of HAdV mRNAs at late times in infection when cap-dependent translation is blocked due to shut down of host cellular cap-dependent mRNA translation. HAdV 5′ untranslated regions (5′UTRs) are critical for cap-independent initiation, and impact mRNA localization and stability. The HAdV tripartite leader (TPL), composed of three introns (TPL 1-3), drives translation of HAdV late mRNA. The annotation of 72 HAdV genotypes for the HAdV TPL and another previously described leader, the i-leader, let to identification of newly identified polycistronic mRNAs for RID-α and RID-β within the E3 transcription unit, and a potential new open reading frame (ORF) within the i-leader sequence, with termination of this potential protein in TPL3 (Ramke et al., ). In addition, the authors also identified a potential new leader sequence embedded within the E3 region, tentatively named the j-leader (Figure 1).
Figure 1
Structure and infection
The HAdV is non-enveloped, icosahedral in shape, and contains a double stranded DNA genome of ~36,000 base pairs (bp) with ~1 open reading frame (ORF) for every 1000 nucleotides. Viral DNA is associated with four (interior) core proteins including Mu, VII, V, and terminal protein. The histone-like protein (p) VII protects viral DNA from cellular DNA damage responses (Lischwe and Sung,
Genomics and evolution
The relatively large genome database for HAdV-D (over 50 unique viruses with available whole genome sequences) (Tables 1, 2) has permitted detailed analyses of genome relationships within this clinically important adenovirus species. HAdV-D genomes are highly conserved (>90%). However, whole genome analyses of HAdV-D have revealed specific loci of genetic hypervariability in the hexon, penton base, fiber, and E3 CR1α, β, and γ genes (Figure 2), dictating nonsynonymous amino acid changes in corresponding proteins (Figure 3). GC content confers genome stability and resistance to recombination (Gruss et al.,
Table 2
| HAdV type | #Name | GenBank accession no. | Genome length | Year published |
|---|---|---|---|---|
| HAdV-G52 | P52H52F52/2003/USA | DQ923122.2 | 34250 | 2007 |
| HAdV-D53 | P37H22F8/2005/DEU | FJ169625 | 34909 | 2009 |
| HAdV-D54 | P54H54F8/2000/JPN | AB333801 | 34920 | 2008 |
| HAdV-B55 | P14H11F14/2006/CHN | FJ643676 | 34755 | 2010 |
| HAdV-D56 | P56H15F9/2008/FRA | HM770721 | 35066 | 2011 |
| HAdV-C57 | P1H57F6/2001/RUS | HQ003817 | 35818 | 2011 |
| HAdV-D58 | P58H58F29/1996/ARG | HQ883276 | 35217 | 2011 |
| HAdV-D59 | P64H25F56/2007/USA | JF799911 | 35072 | 2012 |
| HAdV-D60 | P60H20F60/2009/CAN | HQ007053 | 35050 | 2013 |
| HAdV-A61 | P31H31F31/2004/JPN | JF964962 | 33776 | 2011 |
| HAdV-D62 | P62H62F62/1993/GBR | JN162671 | 35127 | 2014 |
| HAdV-D63 | P30H30F29/1959/USA | JN935766 | 35168 | 2012 |
| HAdV-D64 | P22H19F37/1993/USA | EF121005 | 35231 | 2012 |
| HAdV-D65 | P58H10F9/2004/BGD | AP012285 | 35172 | 2012 |
| HAdV-B66 | P66H7F3/1987/ARG | JN860676 | 35080 | 2012 |
| HAdV-D67 | P67H9F67/2005/BGD | AP012302 | 35075 | 2013 |
| HAdV-B68 | P16H3F16/2004/ARG | JN860678 | 35538 | Unpublished |
| HAdV-D69 | P53H15F69/1955/SAU | JN226748 | 35124 | 2013 |
| HAdV-D70 | P70H70F29/2014/DEU | KP641339 | 35186 | 2015 |
| HAdV-D71 | P9H20F71/1987/DEU | KF268207 | 35192 | 2013 |
| HAdV-D72 | P72H30F72/1985/DEU | KF268335 | 34553 | 2013 |
| HAdV-D73 | P67H45F27/2015/DEU | KY618676 | 35190 | 2017 |
| HAdV-D74 | P70H74F51/2015/DEU | KY618677 | 35155 | 2017 |
| HAdV-D75 | P75H26F29/2015/DEU | KY618678 | 35104 | 2017 |
| HAdV-B76 | P21H21F16/DEU | KF633445 | 35586 | 2013 |
| HAdV-B77 | P35H34F7/1985/DEU | KF268328 | 34653 | 2013 |
| HAdV-B78 | P11H11F7/2000/ARG | KT970440 | 34881 | Unpublished |
| HAdV-B79 | P11H34F11/2015/JPN | LC177352 | 34779 | 2017 |
| HAdV-D80 | P19,23H28F22/2014/DEU | TBA | 34909 | Unpublished |
| HAdV-D81 | P65H48F60/2012/JPN | AB765926.1 | 35198 | 2014 |
| HAdV-D82 | P56H15F37/2011/JPN | LC066535.1 | 35122 | Unpublished |
| HAdV-D83 | P83H9F15/2010/PAR | KX827426.1 | 35207 | 2017 |
| HAdV-D84 | P43H17F84/2011/PAN | MF416150 | 35257 | 2017 |
| HAdV-D85 | P37H19F8/2015/JPN | LC314153 | 35203 | 2018 |
| HAdV-D86 | P9H25F25/1978/SWE | TBA | 35147 | Unpublished |
| HAdV-D87 | P9H15F25/1967/USA | MF476841 | 35159 | Unpublished |
| HAdV-D88 | P88H15F9/1963/USA | MF476842 | 35115 | Unpublished |
| HAdV-C89 | P89H2F2/2015/DEU | TBA | 35998 | Unpublished |
| HAdV-D90 | P33H27F67/2017/BGD | TBA | 34207* | Unpublished |
Species and molecular types of human adenovirus (HAdV) genotypes 52–90.
Name indicates molecular type (P, penton base; H, hexon; F, fiber)/year of isolation/country of isolation.
TBA: GenBank accession number, to be assigned.
Metagenomics project, missing the inverted terminal repeat sequences.
Figure 2

Nucleotide diversity plots, by HAdV species, generated with DnaSP, represent the average number of nucleotide differences per site between each type in every HAdV species. The % diversity is calculated on the y-axis; the x-axis illustrates the nucleotide position on the genome. HAdV-Ds (red line on bottom half of plot) show particular diversity in the penton base, hexon, E3, and fiber coding regions, with otherwise very high conservation. From Robinson et al. (
Figure 3

Amino acid diversity calculated in MEGA 4.02, measuring the average amino acid substitution for each HAdV-D protein. Each bar in the graph corresponds to a protein as represented by arrows. Red = early genes. Dark green = late genes. Black = intermediate genes. The hypervariable loops of penton base and hexon proteins were also analyzed separately (light green) and showed particularly high levels of amino acid substitutions. From Robinson et al. (
Adenoviruses recombine specifically during viral replication (Williams et al.,
“Proteotyping” is a novel approach to the study of genome evolution (Obenauer et al.,
Figure 4

Proteotyping analysis comparing the HAdV-D E3 14.7K (A) and CR1α (B) proteins. The 14.7K protein was conserved, while CR1α demonstrated 6 unique proteotypes. Maximum likelihood phylogenetic trees are shown to the left for each putative protein, and amino acid signatures to the right. The scale bar at the bottom left of each sub-figure denotes the phylogenetic distance reflected in horizontal dimension of the respective tree. To construct the amino acid signatures shown, each amino acid was assigned a unique color (upper right corner), consensus amino acids at each position across all 38 viruses were assigned white, and gaps in the alignment were colored black. Horizontal red lines delineate distinct proteotypes. Adapted from. Singh et al. (
Another way to interpret the analyses for those proteins like E3 CR1α, with more than one proteotype is that those proteotypes containing more than one HAdV type have previously recombined in nature, while those proteotypes with only one HAdV type are those that have not (yet) been shown to recombine in nature. HAdV-D37 and 29 fall within different hexon proteotypes (Figure 5). HAdV-D37 shares a hexon proteotype with HAdV-D13 and 30 (Robinson et al.,
Figure 5

Proteotyping for 38 HAdV-Ds, sorted for the hexon proteotype column. Numbers and colors are arbitrary, and distinguish distinct proteotypes. Recombinants can be identified by rows. For example, HadV-D56, -D29, and -D15 fall within the same proteotype and are predicted to share highly similar nucleotide sequences for their respective hexon hypervariable regions (as confirmed by Singh et al.,
The local sequence and/or structure of DNA in regions flanking recombinogenic sites is significant for directing cellular recombination machinery to those regions. In bacteria, a signal for recombination between homologous DNA is the crossover hotspot instigator, or Chi nucleotide sequence. This was first discovered in bacteriophage lambda, then in bacterial DNA, and later shown to mediate recombination between them (Stahl,
Another explanation for homologous recombination between HAdV, not exclusive of a role for ChiAD, is the potential for GC-low (AT-rich) single stranded DNA (ssDNA) to form hairpin loops (Nagy and Bujarski,
Transcriptome
Regions of the HAdV-D genome currently thought to be “noncoding,” may contain functional elements. Because viruses exist on the nano-scale, viral genomes are by necessity constrained by size, and “junk” nucleotide sequences represent an extravagance. The National Human Genome Research Institute project to identify functional elements in the human genome (Encyclopedia of DNA Elements, or ENCODE) identified functionality in much of the human genome previously without known utility (Consortium et al.,
Figure 6

Transcription map for HAdV-D37. Genes are divided by early (shaded) or late expression. Red brackets denote large areas of “noncoding” DNA, but many additional, smaller, potential coding regions exist between and within known genes. Adapted from Robinson et al. (
Transcription factor binding sites
HAdV uses host TFs nuclear factor I and III (NF-I and NF-III) as part of the viral DNA replication complex (Pruijn et al.,
Protein interactomes
The major HAdV capsid structural proteins—hexon, penton base, and fiber—interact directly with extracellular mediators of host immunity (Gahéry-Ségard et al.,
While it may be assumed that hypervariablity in major capsid and E3 proteins is driven through evolutionary selection by the extracellular interactome, amino acid differences in a hypervariable protein can also lead to differences in that protein's intracellular interactome, the set of intrinsic host cell proteins which network with the viral protein, as was recently confirmed for E3 CR1 genes across HAdV species (Martinez-Martin et al.,
The E3 transcription unit of HAdV codes for proteins that mediate immune evasion by the virus (Horwitz,
Figure 7

Comparison of E3 transcription unit from HAdV-C and -D. Note in particular the difference in ORF size between CR1β of the two HAdV species. Adapted from Robinson et al. (
Conclusions
HAdV was critical to the dual discoveries of viral oncogenesis and RNA splicing (Berget et al.,
Recently, the whole genome sequences of 85 HAdVs from archives and current collections were determined, including both historical and circulating strains, respectively (Ismail et al.,
Statements
Author contributions
All authors listed have made a substantial, direct and intellectual contribution to the work, and approved it for publication.
Funding
This work was funded by National Institutes of Health grants EY013124, EY021558, and EY014104, a Senior Scientific Investigator Award grant (to JC) from Research to Prevent Blindness, Inc., New York, NY, The Falk Foundation, and the Massachusetts Lions Eye Research Fund.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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Summary
Keywords
adenovirus, genome, evolution, transcription factor, interactome
Citation
Ismail AM, Lee JS, Lee JY, Singh G, Dyer DW, Seto D, Chodosh J and Rajaiya J (2018) Adenoviromics: Mining the Human Adenovirus Species D Genome. Front. Microbiol. 9:2178. doi: 10.3389/fmicb.2018.02178
Received
20 July 2018
Accepted
24 August 2018
Published
11 September 2018
Volume
9 - 2018
Edited by
Qiwei Zhang, Southern Medical University, China
Reviewed by
Jun Hang, Walter Reed Army Institute of Research, United States; Gabriel Gonzalez, Hokkaido University, Japan
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Copyright
© 2018 Ismail, Lee, Lee, Singh, Dyer, Seto, Chodosh and Rajaiya.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Jaya Rajaiya jaya_rajaiya@meei.harvard.edu
This article was submitted to Virology, a section of the journal Frontiers in Microbiology
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