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Pathogens 2014 3 25-35; doi:10.3390/pathogens3010025 pathogens ISSN 2076-0817 www.mdpi.com/journal/pathogens Article Comparative Genomics Identifies a Potential Marker of Human-Virulent Anaplasma phagocytophilum Basima Al-Khedery 1 and Anthony F. Barbet 1,2,* 1 Department of Infectious Diseases and Pathology, University of Florida, Gainesville, FL 32611, USA; E-Mail: firstname.lastname@example.org 2 Emerging Pathogens Institute, University of Florida, Gainesville, FL 32611, USA Author to whom correspondence should be addressed; E-Mail: email@example.com; Tel.: +1-352-294-4119; Fax: +1-352-392-9704. Received: 27 November 2013; in revised form : 18 December 2013 / Accepted: 7 January 2014 / Published: 9 January 2014 Abstract: We have previously described a comparative genome analysis of nine strains of Anaplasma phagocytophilum that showed similarity between strains infecting humans and U.S. dogs and a more distant relationship with horse and ruminant strains. This suggested that it may be possible to distinguish human-infective strains using simple DNA sequence-based diagnostic tests. This w ould be of epidemiologic significance in identifying and tracking the presence of virulent strains in tick vector populations. Further analysis identified a gene that was present in several strains, including U.S. Ap -variant 1 (ruminant), MRK (horse), and European sheep, but was deleted in strains infecting U.S. humans and dogs, suggesting that it could be a useful marker of human virulence. A simple PCR test was developed to identify the presence/absence of this gene. The PCR test discriminated A. phagocytophilum strains from clinically affected humans and U.S. dogs from the strains more distantly related in genome sequence. This warrants further testing of globally diverse A. phagocytophilum strains to examine world-wide conservation of this gene. Keywords: human anaplasmosis; Anaplasma phagocytophilum ; comparative genomics; diagnosis; PCR OPEN ACCESS
Pathogens 2014 3 26 1. Introduction Anaplasma phagocytophilum a member of the order Rickettsiales, causes human fatalities in the U.S., Europe and Asia, and also infects multiple animal species. In the U.S., case reports increased from 348 in 2000 to 1,761 in 2010 , and the reported hospitalization rate is 36% . Human anaplasmosis (HA) can be treated with antibiotics, but the symptoms, such as headache, fever, and muscle aches are non-specific and can be confused wi th other common diseases such as the flu, often leading to inappropriate therapy. Increasingly, there are reports of infections transmitted by blood transfusions in the U.S. and Europe [3,4]. The an imal species that have been found infected include cattle, sheep, goats, horses, dogs, foxes, cats a nd rodents. Also, the tick vectors, such as Ixodes scapularis and Ixodes pacificus in the U.S., are known for the broad range of hosts on which they feed . Different strains of A. phagocytophilum have different animal host predilections and not all strains infect all hosts . This complex ecol ogy has made it difficult to assess the risk of transmission to humans and institute control measures. There is extensive genomic diversity within the A. phagocytophilum species. Numerous attempts have been made to link particular genotypes to host-tropism phenotypes with some, although limited, success. For example, in the U.S. a two-base difference in 16S ribosomal RNA has identified some strains infective to either ruminants (known as Ap -variant 1) or to mice (and it is thought to humans, which are known as Ap -ha strains) . This method has insufficient discriminatory power, however. Further study of multiple strains worldwide has identified at least fifteen 16S variants, of which Ap -ha is one of the most common . However, other variants have also been found in human infections and Ap -ha is not limited to humans. Moreover, there ar e many phenotypically untyped 16S variants in both the U.S. and Europe and multiple variants may co-exist in a single infection [11,12]. Similarly, methods based on polymorphisms in single genes such as ankA and groEL produce different strain clustering to one another and have failed to de finitively categorize human-infective strains. We recently completed a study analyzing high-throughput gene sequences of A. phagocytophilum strains from the U.S. and Europe . The rodent, dog and human strains were similar to one another and to the previously sequenced human-infective strain HZ (98.79%100% average genome nucleotide identity). The Ap -variant 1 strains were different in numerous regions (96.21%96.28% average nucleotide identity to HZ). Here, we used comparative genomics to identify a gene deletion that has occurred in strains infecting humans and dogs in the U.S. but not in the more distantly related ruminant and horse strains. A simple PCR test was de veloped to identify the presence/absence of this gene. This marker may aid investigations of the spread by ticks of A. phagocytophilum strains which cause disease in humans. 2. Results and Discussion Comparison of genomes by alignment (Figure 1A) showed lower nucleotide identities in Ap MRK (horse) and Ap NorV2 (sheep) compared to Ap HZ, Ap JM and Ap Dog, agreeing with our previous data . The differences were found throughout the genomes, but were localized particularly to msp2 / p44 pseudogenes close to the origin of replication (base #1 in a linear representation of the circular genome ). Additionally, we identified genome segments present only in some strains.
Pathogens 2014 3 27 Figure 1B shows a region that was present in Ap MRK and Ap NorV2 but was apparently deleted in the other three strains (demarcated wi th red arrows). This region is sandwiched between two pairs of inversely duplicated open reading frames (ORFs) annotated as APH_0919/APH_0920 and APH_0921/APH_0922 (encoding hypothetical proteins) in the CP000235 reference Ap HZ genome (Figure 2 and Figure 3A). We initially identified two novel, relatively large, ORFs in this genome segment, one encoding a degenerate copy of the ABC transporter gene found elsewhere in all the genomes (annotated as APH_0986 in the CP000235 reference Ap HZ genome) and a second encoding a gene with no known orthologs in other A. phagocytophilum strains, or in the most recent GenBank database. To verify that this was a gene deleti on and not caused by misassembly, we compared Roche/454 reads from seven strains directly with this assembled region of Ap MRK and Ap NorV2 (Figure 2). Clearly, there were reads encompassing this previously unidentified gene in both the A. phagocytophilum strains infecting Norwegian sheep, the U.S. ruminant Ap CRT35, and the Californian horse ( Ap MRK) strain. There were no alignable reads from Ap HZ (human), Ap JM (rodent), or ApDog, indicating that this was indeed a gene deletion in those strains most closely related to the human-infective Ap HZ strain. Figure 1. Genome alignments comparing five strains of A. phagocytophilum ( A ) The Ap MRK and Ap NorV2 strains have numerous regions of lower identity compared to Ap HZ than do the Ap Dog and Ap JM strains. ( B ) There is also a significant genome deletion in Ap HZ, Ap Dog and Ap JM compared to Ap MRK and Ap NorV2 strains. For each comparison row, the percent identities range from 50 to 100 from the bottom to the top of the rows. Panel B is a zoomed in region of panel A to show the deleted region. The top line in each panel indicates the reference genome, either Ap HZ or Ap MRK. Ap HZ vs. Ap MRK vs. Ap NorV2 vs. Ap Dog vs. Ap JM vs. Ap HZ vs. Ap NorV2 vs. Ap Dog vs. Ap JM Ap MRKA B
Pathogens 2014 3 28 Figure 2. The deleted region encompasses the drhm gene (red). The extra copy of APH_0986 is shown in blue. Alignment of Roche/454 raw reads from seven A. phagocytophilum strains with the genome segment containing APH_0919 to APH_0923. ( A ) Alignment of reads with Ap MRK; ( B ) Alignment of reads with Ap NorV2. A B Ap HZ Ap JM Ap Dog Ap CRT35 Ap NorV1 Ap NorV2 Ap MRK Ap HZ Ap JM Ap Dog Ap CRT35 Ap NorV1 Ap NorV2 Ap MRK Ap MRK Ap NorV2 APH_0919 APH_0920 APH_0921 APH_0922 APH_0923 APH_0919 APH_0920 APH_0921 APH_0922 APH_0923 We developed a PCR assay to investigate the presence or absence of this gene, termed drhm (for d istantly r elated to h uman m arker), in other A. phagocytophilum strains. The drhm gene was present in all U.S. strains tested that were previously identified as the ruminant-tropic Ap -variant 1, as well as present in U.S. Californian woodrat strains tested. It was absent in all cultured strains originally derived from human infections in Minnesota or Wisconsin and from blood taken from clinically infected humans in New York state (Figure 3B and 3C). The conserved msp4 gene was used as an internal positive control to verify the presence of amplifiable A. phagocytophilum DNA in all samples. This genome region appears to be prone to rearrangement, although not as frequent as in msp2/p44 pseudogenes, as the drhm gene is maintained in A. phagocytophilum strains derived from Europe as well as from the U.S. Midwest and California. This is most evident from the finding that the deleted segment can occur in either orientation relative to its placement in Ap MRK, as well as the existence of two opposing drhm genes flanking the degenerate ABC transporter gene copy in the Ap NorV1 genome (Figure 3A). It should be noted that no sequences related to the drhm gene could be detected in the vicinity of the full-length ABC transporter gene in th ese strains, nor at any other loci in the assembled Ap MRK and Ap NorV2 contigs. The putative polypeptides encoded by drhm range in identity from 87 to 99% (94 to 99% identity at the nucleic acid leve l; data not shown) and were strongly predicted by different algorithms to be integral membrane protei ns with 5-6 transmembrane (TM) segments (Figure 4). Further analysis of the amino acid sequence by PSORT suggested a location as inner membrane proteins; some algorithms (e.g., SIGNALP V.2.0) pr edicted an N-terminal signal peptide from 137, but others (e.g., SIGNALP V.4.1) did not. Scanning for motifs at the PRINTS -S Protein Fingerprint
Pathogens 2014 3 29 Database and other protein profile databases did not yield any significant hits suggestive of a potential function for the DRHM polypeptides. Figure 3. The newly identified drhm gene could serve as a potential marker of human-virulent A. phagocytophilum strains. ( A ) Comparative maps from 7 A. phagocytophilum strains depicting a genomic region spanning two pairs of inversely duplicated ORFs, originally annotated as APH_0919/APH_0920 and APH_0921/APH_0922 in the human Ap HZ strain reference genome (CP000235). Sequences corre sponding to a degenerate duplication of the ABC transporter gene (APH_0986 in CP000235; blue arrows) and one to two copies of the herein identified drhm gene (red arrows) are also present in this region, but only in strains more distantly related in genome sequence to the human Ap HZ strain. Maps are drawn to scale. For clarity, sequences related to the Ap HZ APH_0920 and APH_0921 ORFs are aligned, and stippled lines are included to indicate gaps relative to the locus in the Ap NorV1 strain. ( B and C ) A PCR test developed to identify the presence/absence of the drhm gene clearly demonstrates the absence of this gene in human strain-related isolates. The human samples used in ( C ) are: 1, Ap Webster; 2, Ap NY18; 3, 4 and 5, New York patient clinical samples; 6, Ap MN1; 7, Ap MN2. All template DNAs were obtained from in vitro cultures except for Ap NorV1, Ap NorV2, New York patient clinical samples, Swedish dog and California woodrat samples. Ap Dog Ap JM Ap MRK Ap NorV1 Ap CRT35 Ap NorV2 Ap HzA B C 1 kb APH_0986 deg., duplication APH_0919APH_0920APH_0921APH_0922 1 humankb 1.0 0.9 0.8 0.7 0.6 0.5 0.4 0.3 kb 1.0 0.9 0.8 0.7 0.6 0.5 0.4 0.3 234567CRT29B CRT53-1 CRT62-6 CRT38 Ap -variant 1 strainsSwedish dog California woodrat 123AB1692/1693 + AB1694/1695 AB1694/1695 Ap Hz Ap JM Ap Dog Ap MRK Ap CRT35 Ap NorV1 Ap NorV2msp 4 drhmkb 1.5 1.2 1.0 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 0.1 AB1692/1693 + AB1694/1695 Ap NorV2AB1692/1693 AB1694/1695
Pathogens 2014 3 30 Figure 4. Multiple sequence alignment of amino acid sequences encoded by drhm from different strains of A. phagocytophilum The positions of a putative signal peptide (red line) and five predicted TM segments (black lines) are shown. The high worldwide prevalence of A. phagocytophilum the continuing spread of its vector Ixodes ticks into new geographic areas , the potentia l for severe human disease and contamination of blood supplies make this emerging infection a cause for concern. We have shown data suggesting that, at least in the U.S., the presence of the drhm gene is indicative of strain s that are not infecting humans but are more closely related to the long-known rumi nant-infective strains. However, currently the number of strains analyzed at the whole genome level is small and should be expanded to verify this interpretation. One must also consider alternativ e possibilities. For example, that the gene deletion represents an artifact from adaptation of strains to in vitro culture conditions. We believe this to be less likely as the deletion was present in A. phagocytophilum DNA derived directly from clinical samples. It is possible that milder human infections may be caused by other strains but have not yet been recognized. Interestingly, in the U.S. the strains identified that cause disease in humans and dogs are similar at the whole genome level. Some data suggest this may not be true globally; A. phagocytophilum strains infecting Swedish dogs have not grouped phylogenetically with U.S. dog strains . Similarly, our preliminary data s hows that a strain from an infected Swedish dog
Pathogens 2014 3 31 possesses the drhm gene (Figure 3C), unlike the U.S. dog strains analyzed (Figure 3B, and data not shown). There is a significantly lower number of hu man infections described in Europe compared to the U.S. for reasons that are not totally clear and are likely due to various factors such as levels of tick exposure, infection prevalence and disease surveillance. It is also possible that those strains that are most virulent for humans are not widely distributed in the tick vector and result from recent evolutionary divergence. This could produce locali zed foci of human infections, similar to those observed. Comparative genomics and the drhm PCR test will provide an initial rapid classification of A. phagocytophilum strains derived from animal reservoirs a nd ticks that can be investigated further for human virulence. 3. Experimental Section 3.1. A. phagocytophilum Strain Origins and Genomic DNA Isolation The origins of the A. phagocytophilum strains used in this study are as follows: Ap HZ, human, Westchester, New York, USA ; Ap NY18, human, New York, USA ; Ap Webster, human, Wisconsin ; Ap MN1 and Ap MN2, human, Minnesota; Ap Dog, dog, Minnesota; Ap JM, meadow jumping mouse ( Zapus hudsonius ), Camp Ripley, Minnesota; Ap MRK, horse, California [19,20]; Ap CRT35, -CRT29B, -CRT38, -CRT53-1 and -CRT62-6 ( Ap -variant 1 strains, Camp Ripley tick ( I. scapularis ), Minnesota ; Ap NorV1 and Ap NorV2, sheep, Norway [13,22]. Ap Dog, Ap CRT35, Ap NorV1 and Ap NorV2 were previously defined as Ap Dog2, Ap Var-1, Ap NorLamb-V1 and Ap NorLamb-V2, respectively . Strains from in vitro culture included: Ap HZ, Ap NY18, Ap MN1, Ap MN2, Ap Webster, Ap JM and Ap MRK, propagated in HL-60 cells, and Ap Dog and Ap CRT35, maintained in the I. scapularis ISE6 tick cell line. Starter cultures of Ap HZ, Ap JM, and Ap MRK were generously provided by Dr. Ulrike G. Munderloh, as was genomic DNA (gDNA) from Ap Dog, Ap CRT35, Ap MN1 and Ap MN2. The three New York patient samples were generously provided by Dr. Susan Wong, NY State Dept. of Health , Ap NorV1 and Ap NorV2 by Drs. Snorre Stuen and Erik G. Granquist, and the Ap -variant 1 strains by Dr. Robert F. Massung. A. phagocytophilum gDNA was prepared as described previously . Genomic DNA from California dusky-footed woodrats ( Neotoma fuscipes ) was kindly provided by Dr. Janet E. Foley, and from the Swedish dog by Dr. Anneli Bjersdorff. 3.2. Ethics Statement The experimental study in sheep was approved by the Norwegian Animal Research Authority. 3.3. 454 Genome Sequencing and Bioinformatics Genomic DNA was sequenced on the Roche/454 Genome Sequencer as previously described [13,22], with genome coverage ranging from 31.3X to 72.1X. Br iefly, regular read libra ries were generated for Ap HZ, Ap Dog, Ap JM, Ap MRK, Ap -CRT35, Ap NorV1 and Ap NorV2. Additionally, 3 kb paired end libraries were made for Ap HZ and Ap MRK. Genome drafts were assembled using the CLC Genomics Workbench software suite (version 4.04.9) with default parameters: length fraction, 0.5; similarity, 0.8; and for paired end reads, minimum distance, 1,500/maximum distance, 4,500. Gapped drafts for the
Pathogens 2014 3 32 Ap MRK and Ap NorV2 genomes were generated by a combination of mapping and de novo assembly. Briefly, initial consensus sequences for each strain were obtained by mapping the respective reads against the fully annotated Sanger sequenced Ap HZ genome (GenBank CP000235). Regions with corresponding de novo contigs were manually identified and replaced with de novo contig sequences. Reads were again mapped to the resulting consen sus sequences and underlying aligned reads were inspected for conflicts and gaps, which were manually co rrected as described [13,22]. In this fashion, 9 finalized contigs were obtained for Ap MRK, and 23 contigs for Ap NorV2. Residual gaps correspond mainly to some msp2/p44 gene clusters, the large R3/R4 repeat regions of the virB6-4 gene , and large genome duplications/insertions. To perform the analysis presented in Figure 1, for each of these two strains, a contiguous consensus genome sequence was generated consisting of the finalized contigs joined by Ns and ordered according to the CP000235 reference genome. To obtain the loci depicted in Figure 3A for Ap CRT35 and Ap NorV1, consensus sequences were generated by mapping the respective reads against the corresponding regions in the Ap MRK and Ap NorV2 genome drafts, and conflicts and gaps were manually resolved as above. Genome alignments (Figure 1) were conducted us ing MUGSY and displayed with GMAJ . To align Roche/454 reads with assembled contigs (Figure 2) LASTZ running on a local instance of GALAXY  on the University of Florida high performance computer cluster was used (75% identity cutoff). The SAM-format output files were converted to BAM, so rted and indexed with SAMTOOLS  and displayed with ARTEMIS [29, 30]. Amino acid sequences were aligned with MAFFT  and displayed with CHROMA . The putative signal peptide region and TM segments highlighted in Figure 4 were predicted with SIGNALP and PSORT . 3.4. PCR Amplification PCR products spanning msp4 and the drhm gene (~680 bp and 390 bp, respectively; Fig 3B and 3C) were derived in a single reaction or separately using Takaras PrimeSTAR GXL DNA Polymerase system (Clonetech Laboratories, Mountain View, CA USA). Reactions contained 5 ng gDNA or 512 L from very low concentration samples, and: 1.25 U polymerase, 1.0 mM MgCl2, 200 M each dNTP, and 200 nM each primer, in total 50 L. Universal primers for msp4 were: AB1692, 5 -TAATGATGCGTCTGATGTTAGCG-3 forward; AB1693, 5 -CACCACCTGCTATGTTTACACG3 reverse, and for drhm : AB1694, 5 -TATCTTAGCTCTCTCCACCATAG-3 forward; AB1695, 5 -AACTAGACGATGATACACAAGATG-3 reverse. Following the manufacturers recommendations, 3-step PCR was performed with 30 cycles of 10 s denaturing at 98 C, 15 s annealing at 60 C and 90 s extension at 68 C. Final extension was for 5 min at 72 C. PCR products were analyzed on 1.5% agarose gels alo ngside a 100 bp DNA ladder (New Engl and Biolabs, Beverly, MA, USA). 3.5. GenBank Accession Numbers GenBank accession numbers for the drhm gene in Ap MRK, Ap CRT35, Ap NorV1 ( drhm -a), Ap NorV1 ( drhm -b) and Ap NorV2 are KF905325, KF905326, KF905327, KF905328 and KF905329, respectively.
Pathogens 2014 3 33 4. Conclusions These data showed significant differences between A. phagocytophilum genomes derived from different host animals and geographic locations. Comparative genomics revealed a consistent gene deletion in the strains infecting humans in the U.S. compared to many other global A. phagocytophilum strains. A PCR assay was developed to detect the presence of this gene, drhm This could be applied rapidly for strain identification in epidemiological studies to track A. phagocytophilum strains with varying degrees of potential infectivity to humans. Acknowledgments We thank Anna M. Lundgren for expert technical assistance with PCR analysis, and Savita Shanker for high-throughput DNA sequencing. This investigation received support from grants RO1 GM081714 and GM081714-03S1. Conflicts of Interest The authors declare no conflict of interest. References 1. CDC. Statistics and Epidemiology. Annual Cases of Anaplasmosis in the United States. Available online: http://www.cdc.gov/anaplasmosis/stats/ (accessed on 5 September 2013). 2. Dahlgren, F.S.; Mandel, E.J.; Krebs, J.W.; Massung, R.F.; McQuiston, J.H. Increasing incidence of Ehrlichia chaffeensis and Anaplasma phagocytophilum in the United States, 20002007. Am. J. Trop. Med. Hyg. 2011 85 124131. 3. Annen, K.; Friedman, K.; Eshoa, C.; Horowitz, M.; Gottschall, J.; Straus, T. Two cases of transfusion-transmitted Anaplasma phagocytophilum Am. J. Clin. Pathol. 2012 137 562565. 4. Jereb, M.; Pecaver, B.; Tomazic, J.; Muzlovic, I.; Avsic-Zupanc, T.; Premru-Srsen, T.; Levicnik-Stezinar, S.; Karner, P.; Strle, F. Seve re human granulocytic anaplasmosis transmitted by blood transfusion. Emerg. Infect. Dis. 2012 18 13541357. 5. Jin, H.; Wei, F.; Liu, Q.; Qian, J. Epidemiology and control of human granulocytic anaplasmosis: A systematic review. Vector Borne Zoonotic Dis. 2012 12 269274. 6. Foley, J.E.; Nieto, N.C.; Massung, R.; Barbet, A.; Madigan, J.; Brown, R.N. Distinct ecologically relevant strains of Anaplasma phagocytophilum Emerg. Infect. Dis. 2009 15 842843. 7. Massung, R.F.; Priestley, R.A.; Miller, N.J.; Mather, T.N.; Levin, M.L. Inability of a variant strain of Anaplasma phagocytophilum to infect mice. J. Infect. Dis. 2003 188 17571763. 8. Massung, R.F.; Mather, T.N.; Priestley, R.A.; Levin, M.L. Transmission efficiency of the Ap-variant 1 strain of Anaplasma phagocytophila Ann. N. Y. Acad. Sci. 2003 990 7579. 9. Massung, R.F.; Mather, T.N.; Levin, M.L. Reservoir competency of goats for the Ap-variant 1 strain of Anaplasma phagocytophilum Infect. Immun. 2006 74 13731375. 10. Rar, V.; Golovljova, I. Anaplasma Ehrlichia and Candidatus neoehrlichia Bacteria: Pathogenicity, biodiversity, and molecular genetic characteristics, a review. Infect. Genet. Evol. 2011 11 18421861.
Pathogens 2014 3 34 11. Stuen, S.; van de Pol, I.; Bergstr m, K.; Schouls, L.M. Identification of Anaplasma phagocytophila (formerly Ehrlichia phagocytophila ) variants in blood from sheep in Norway. J. Clin. Microbiol. 2002 40 31923197. 12. Stuen, S.; Nevland, S.; Moum, T. Fatal cases of tick-borne fever (tbf) in sheep caused by several 16S rRNA gene variants of Anaplasma phagocytophilum Ann. N. Y. Acad. Sci. 2003 990 433434. 13. Barbet, A.; Al-Khedery, B.; Stuen, S.; Granquist E.; Felshein, R.; Munderloh, U. An emerging tick-borne disease of humans is caused by a subs et of strains with conserved genome structure. Pathogens 2013 2 544555. 14. Patz, J.A.; Olson, S.H.; Uejio, C.K.; Gibbs, H.K. Disease emergence from global climate and land use change. Med. Clin. North Am. 2008 92 14731491. 15. Morissette, E.; Massung, R.F.; Foley, J.E.; Alleman, A.R.; Foley, P.; Barbet, A.F. Diversity of Anaplasma phagocytophilum strains, USA. Emerg. Infect. Dis. 2009 15 928931. 16. Rikihisa, Y.; Zhi, N.; Wormser, G.P.; Wen, B.; Horowitz, H.W.; Hechemy, K.E. Ultrastructural and antigenic characterization of a granulocytic ehrlichiosis agent directly isolated and stably cultivated from a patient in New York state. J. Infect. Dis. 1997 175 210213. 17. Aguero-Rosenfeld, M.E.; Horowitz, H.W.; Wormser, G.P.; McKenna, D.F.; Nowakowski, J.; Muoz, J.; Dumler, J.S. Human granulocytic ehrlichiosis: A case series from a medical center in New York state. Ann. Intern. Med. 1996 125 904908. 18. Asanovich, K.M.; Bakken, J.S.; Madigan, J.E.; Aguero-Rosenfeld, M.; Wormser, G.P.; Dumler, J.S. Antigenic diversity of granulocytic ehrlichia is olates from humans in Wisconsin and New York and a horse in California. J. Infect. Dis. 1997 176 10291034. 19. Gribble, D.H. Equine ehrlichiosis. J. Am. Vet. Med. Assoc. 1969 155 462469. 20. Madigan, J.E.; Gribble, D. Equine ehrlichi osis in northern Califor nia: 49 cases (19681981). J. Am. Vet. Med. Assoc. 1987 190 445448. 21. Massung, R.F.; Levin, M.L.; Munderloh, U.G.; Silverman, D.J.; Lynch, M.J.; Gaywee, J.K.; Kurtti, T.J. Isolation and propagation of the Ap-variant 1 strain of Anaplasma phagocytophilum in a tick cell line. J. Clin. Microbiol. 2007, 45 21382143. 22. Al-Khedery, B.; Lundgren, A.M.; Stuen, S.; Granquist, E.G.; Munderloh, U.G.; Nelson, C.M.; Alleman, A.R.; Mahan, S.M.; Barbet, A.F. Structure of the Type IV secretion system in different strains of Anaplasma phagocytophilum BMC Genomics 2012 13 678. 23. Barbet, A.F.; Meeus, P.F.; Blanger, M.; Bowie, M.V.; Yi, J.; Lundgren, A.M.; Alleman, A.R.; Wong, S.J.; Chu, F.K.; Munderloh, U.G.; et al. Expression of multiple outer membrane protein sequence variants from a single genomic locus of Anaplasma phagocytophilum Infect. Immun. 2003 71 17061718. 24. Angiuoli, S.V.; Salzberg, S.L. Mugsy: Fast multiple alignment of closely related whole genomes. Bioinformatics 2011 27 334342. 25. Goecks, J.; Nekrutenko, A.; Taylor, J. Galaxy: A comprehensive approach for supporting accessible, reproducible, and transparent computational research in the life sciences. Genome Biol. 2010 11 R86. 26. Blankenberg, D.; von Kuster, G.; Coraor, N.; Ananda, G.; Lazarus, R.; Mangan, M.; Nekrutenko, A.; Taylor, J. Galaxy: A web-based genome analysis tool for experimentalists. Curr. Protoc. Mol. Biol. 2010 Chapter 19 Unit 19.10.1 Unit 19.10.21.
Pathogens 2014 3 35 27. Giardine, B.; Riemer, C.; Hardison, R.C.; Burhans, R.; Elnitski, L.; Shah, P.; Zhang, Y.; Blankenberg, D.; Albert, I.; Taylor, J.; et al. Galaxy: A platform for interactive large-scale genome analysis. Genome Res. 2005 15 14511455. 28. Li, H.; Handsaker, B.; Wysoker, A.; Fennell, T.; Ruan, J.; Homer, N.; Marth, G.; Abecasis, G.; Durbin, R. The sequence alignment/map format and samtools. Bioinformatics 2009 25 20782079. 29. Carver, T.; Harris, S.R.; Berriman, M.; Parkhill, J.; McQuillan, J.A. Artemis: An integrated platform for visualization and analysis of hi gh-throughput sequence-based experimental data. Bioinformatics 2012 28 464469. 30. Carver, T.; Harris, S.R.; Otto, T.D.; Berriman, M.; Parkhill, J.; McQuillan, J.A. Bamview: Visualizing and interpretation of next-g eneration sequencing read alignments. Brief. Bioinform. 2013 14 203212. 31. Katoh, K.; Toh, H. Recent developments in the mafft multiple sequence alignment program. Brief. Bioinform. 2008 9 286298. 32. Goodstadt, L.; Ponting, C.P. Chroma: Consensu s-based colouring of multiple alignments for publication. Bioinformatics 2001 17 845846. 33. Emanuelsson, O.; Brunak, S.; von Heijne, G.; Nielsen, H. Locating proteins in the cell using targetp, signalp and related tools. Nat. Protoc. 2007 2 953971. 34. Nielsen, H.; Engelbrecht, J.; Brunak, S.; von Heijne, G. Identification of prokaryotic and eukaryotic signal peptides and prediction of their cleavage sites. Protein Eng. 1997 10 16. 35. Petersen, T.N.; Brunak, S.; von Heijne, G.; Nielsen, H. Signalp 4.0: Discriminating signal peptides from transmembrane regions. Nat. Methods 2011 8 785786. 36. Nakai, K.; Horton, P. Psort: A program for dete cting sorting signals in proteins and predicting their subcellular localization. Trends Biochem. Sci. 1999 24 3436. 2014 by the authors; licensee MDPI, Basel, Switzer land. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).