Burkholderia mallei is an understudied biothreat agent responsible for glanders which can be lethal in humans and animals. Research with this pathogen has been hampered in part by constraints of Select Agent regulations for safety reasons. Whole genomic sequencing (WGS) is an apt approach to characterize newly discovered or poorly understood microbial pathogens.
We performed WGS on a strain of B. mallei, SAVP1, previously pathogenic, that was experimentally infected in 6 equids (4 ponies, 1 mule, 1 donkey), natural hosts, for purposes of producing antibodies. Multiple high inocula were used in some cases. Unexpectedly SAVP1 appeared to be avirulent in the ponies and mule, and attenuated in the donkey, but induced antibodies. We determined the genome sequence of SAVP1 and compared it to a strain that was virulent in horses and a human. In comparison, this phenotypic avirulent SAVP1 strain was missing multiple genes including all the animal type III secretory system (T3SS) complex of genes demonstrated to be essential for virulence in mice and hamster models. The loss of these genes in the SAVP1 strain appears to be the consequence of a multiple gene deletion across insertion sequence (IS) elements in the B. mallei genome. Therefore, the strain by itself is unlikely to revert naturally to its virulent phenotype. There were other genes present in one strain and not the other and vice-versa.
The discovery that this strain of B. mallei was both avirulent in the natural host ponies, and did not possess T3SS associated genes may be fortuitous to advance biodefense research. The deleted virulence-essential T3SS is not likely to be re-acquired naturally. These findings may provide a basis for exclusion of SAVP1 from the Select Agent regulation or at least discussion of what else would be required for exclusion. This exclusion could accelerate research by investigators not possessing BSL-3 facilities and facilitate the production of reagents such as antibodies without the restraints of Select Agent regulation.
Citation: Schutzer SE, Schlater LRK, Ronning CM, DeShazer D, Luft BJ, Dunn JJ, et al. (2008) Characterization of Clinically-Attenuated Burkholderia mallei by Whole Genome Sequencing: Candidate Strain for Exclusion from Select Agent Lists. PLoS ONE 3(4): e2058. https://doi.org/10.1371/journal.pone.0002058
Editor: Frederick M. Ausubel, Massachusetts General Hospital, United States of America
Received: February 4, 2008; Accepted: March 13, 2008; Published: April 30, 2008
This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
Funding: Work was funded in part by several grants from the National Institutes of Health (N01-AI30071, U01 AI056480, AI063757). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
An initial approach today to a newly discovered pathogen is to perform whole genome sequencing (WGS). This same approach is relevant for investigations of an understudied high-consequence pathogen such as Burkholderia mallei, the cause of glanders. This zoonotic bacterium can kill humans and animals , . It is classified as a Category B biothreat agent and it has been used as a biological warfare agent –. Its ease of use against civilians and lack of countermeasures has compelled several agencies to rank it very high on their priority lists of biothreat agents, . Its ease of use as a biothreat agent is illustrated by the physician who, even in 1915, grew it out of his Washington DC area home, and distributed it for an attack against US horses destined for Europe as critical transportation in World War I. Humans were also subject to infection. We remain highly vulnerable to this agent because there is no rapid diagnostic assay, no distinctive diagnostic signs, and the incubation period is short, a few days. In addition there is no vaccine, no infection-induced immunity, and limited reliable in vivo data on antibiotic efficacy. Overall, our general knowledge of this understudied pathogen and its disease is limited , –. Our desire to decrease our vulnerabilities to this pathogen, as part of the national biodefense efforts, is hampered, in part, by constraints of the Select Agent regulation and the need for BSL-3 facilities. These are appropriately in place for safety reasons, however, the availability of a suitable attenuated surrogate strain would be desirable as it could accelerate B. mallei related biodefense research in many non-BSL-3 laboratories.
B. mallei is a Gram-negative non-motile aerobic bacteria with a genome of approximately 6 Mb organized in two circular chromosomes. In addition to infecting humans, B. mallei can cause acute or chronic fatal contagious zoonotic infections in its natural equine host, such as horses, donkeys, and mules, with a very low infectious dose. Two major potential routes of infection for a biologic attack are aerosol and cutaneous contact. Gastrointestinal ingestion is a common mode of natural infection in equines. The incubation period is typically between 3–6 days but may be longer.
An example of a phenotypic highly virulent strain is B. mallei strain ATCC 23344 (China 7). It is highly virulent in its natural hosts, equines, in humans, and in mice and hamster models, –. This strain of B. mallei contains an animal type III secretion system (T3SS) gene complex which is essential for virulence, . Genome sequencing (WGS) and analysis of this strain identified a number of other putative virulence factors whose function was supported by comparative genome hybridization and expression profiling of the bacterium in hamster liver in vivo. Numerous insertion sequence elements that have mediated extensive deletions and rearrangements of the genome relative to the B. pseudomallei genome were found. As part of our interest to study mechanisms responsible for virulence we performed WGS and comparative genomic analysis on strains of B. mallei in which we had closely linked information from an actual clinical infection in its natural host or a suitable animal model rather than using an archived strain lacking this information. We intended to compare the gene content of phenotypic virulent to avirulent strains to identify candidate virulence genes. One serendipitous event and an unexpected finding led to what may be a fortuitous observation. The serendipitous event occurred when five of six equids were infected, but not made ill, with what was a previously pathogenic strain of B. mallei, designated as SAVP1. At the time of inoculation this strain was still believed to be pathogenic. A sixth equid, a donkey, developed clinical signs only after a massive exposure. The strain appeared avirulent even when administered in escalating doses. The other unexpected finding came while performing comparative genomic analysis between SAVP1 and the strain of B. mallei that was currently behaving as virulent in humans and horses. This finding is both informational and fortuitous because it may open the door for SAVP1 to be classified as suitably avirulent for exclusion from Select Agent lists thereby expanding our biodefense research efforts.
In vivo characterization of phenotypic avirulent strain of B. mallei in natural equine hosts
Based upon our premise that relevant pathogenic differences between strains may be revealed by WGS of a bona-fide phenotypic avirulent strain of B. mallei, we wanted to select a strain that was previously evaluated in the natural host. This was accomplished by selecting a strain (SAVP1) that had previously caused disease in a mule (in India) and surprisingly did not produce overt disease when inoculated, first orally and subsequently intravenously, into a mule and 4 ponies, even at escalating doses approaching 109 colony forming units (CFU) per ml. The prime purpose of the initial experiment, carried out by one of us (LKS) more than twenty years ago, was to develop a diagnostic assay for B. mallei as part of the US Department of Agricultures mission to help prevent the disease from entering the United States through horses. It was not meant as a controlled infectivity study, consequently full clinical description and detailed history of the strain are not available. Notes indicate 4 equids (4 ponies, a mule, and a donkey) were exposed by pharyngeal spray twice to increasing doses of B. mallei. When none of the equids became ill or seroconverted by 30 days post exposure, they were challenged intravenously with 5 ml of heavy suspension of organisms. The extreme exposure produced clinical signs only in the donkey, a species known to be more susceptible than horses and mules to B. mallei. The donkey was euthanized for humane reasons. This donkey received a high intravenous dose, approaching believed to have approached 5 ml of 109 cfu/ml – thus the symptoms may have been related to endotoxin. Clinical signs in the ponies and the mule were either minimal (fever) or nonexistent. All 6 equids produced antibodies to B mallei as a result of the intravenous exposure. The expected clinical signs of morbid infection were not present in the ponies or the mule. At the time of the necropsy, there was little evidence of systemic pathology. This included the absence of the common sinopulmonary findings of purulent nasal discharge, ulcerations, pleural effusion, pulmonary edema, congestion, or pneumonia. The sole pulmonary involvement was restricted to a few minimal bronchopulmonary granulomatous lesions which did not grow B. mallei on culture. From a microbiologic vantage it was not possible to ascertain if current avirulence was an attenuation effect that arose from passage in the mule before it was grown in culture and re-inoculated or if it was an effect of the in vitro culture. What is important here is the observation that this particular strain had avirulent/attenuated behavior in this natural host experiment. We performed WGS on DNA extracted from the same or near (low-passage) generation growth of the B. mallei used in this experiment.
Detection of genes present or absent in an avirulent strain from a natural equine host in comparison to a known virulent strain
The SAVP1 strain was subjected to WGS and the resulting data compared those from the virulent ATCC 23344 strain which was know to have caused recent near-death in a human and five horses that had to be euthanized, . A one way analysis interrogated what genes were present in ATCC 23344 but lacking in the SAVP1 strain. This analysis took all of the ATCC 23344 coding sequences (CDS) and aligned them against the SAVP1 genomic sequence, identifying 582 ORFs that were present in ATCC 23344 but not SAVP1, the vast majority of which exist within a few large gene clusters (See Table 1, Supplementary Table S1, and Figure 1). In contrast, all of the genes shared between the two isolates are at least 99% identical over 99% or more of their length, as determined by blastn.
Regions of similarity, rearrangements, and deletions are readily apparent between these two strains. The red and blue bands represent the forward and reverse matches, respectively. The orange horizontal bars represent the regions of ATCC 23344 that are missing in SAVP1. The locations of the animal pathogen-like T3SS (T3SS ap) and the plant pathogen-like (T3SS pp) gene clusters that are present in ATCC 23344, but absent in SAVP1, are indicated by arrows. The ATCC 23344 small chromosome (CP000011) is 2.32 Mb and the SAVP1 small chromosome (CP000525) is 1.73 Mb.
The most noteworthy difference was the loss of all the animal T3SS associated genes in an apparent IS mediated deletion containing contiguous genes (two sets of T3SS: one consists of 23 genes from BMA_A1530-A1552 (the Bsa genes) and a second set from BMA_A1625-A1637 consists of 13 genes, Genbank accession numbers, ATCC 23344 small chromosome- CP000011 and SAVP1- CP000525). These genes are located within the largest of the ATCC 23344-specific gene clusters mentioned above. The absence of animal type T3SS alone could explain its avirulence in the natural host. Differences in the ATCC 23344 and SAVP1 genomes result from multiple inversions and deletions of genome segments at insertion sequences (IS), particularly IS407A elements (Fig. 1 and 2). SAVP1 has lost approximately 610 kb of DNA due to IS mediated deletions (see Supplemental Table 1 for genes not present in SAVP1). Most of the lost genes are on chromosome 2, a replicon that encodes more accessory functions than chromosome 1. Notable in comparing presence of genes on SAVP1 but not on ATCC 23344 include multiple fimbriae/pili genes and several hypothetical genes (See Figure 2). The rearrangements detailed here demonstrate the plasticity of the B. mallei genome and suggest that IS mediated deletions may have a profound effect on the relative virulence of B. mallei strains.
Regions of similarity, rearrangements, and deletions are readily apparent between these two strains. The red and blue bands represent the forward and reverse matches, respectively. The ATCC 23344 large chromosome (CP000010) is 3.51 Mb and the SAVP1 large chromosome (CP000526) is 3.49 Mb.
Thus, based on our current knowledge, the strain is unlikely to undergo a natural restoration to a virulent state by passage in an animal host, in contrast to the situation if there were only reparable replication errors or point mutations in a single or a few genes.
The general public remains at risk to the pathogenic effects of B. mallei until we can develop reliable therapeutics, vaccines or other protective measures, and rapid diagnostics. We would have an opportunity to develop these countermeasures more quickly if we could identity attenuated strains of B. mallei and employ the strains in selected experiments. Unlike anthrax, where we have effective diagnostics, approved therapy, and vaccines, none of these resources are available for B. mallei. This means that those most capable of advancing research in this field are at high occupational risk, without effective contingency measures, should an infection be suspected or actually occur. In addition to occupational risk, two other factors that impede research are the requirement to use BSL-3 facilities and the Select Agent regulations, . Fortunately, there are provisions within the Select Agent Program that enable a particular microbial strain to removed or excluded. Certain strains of microbes have already been excluded from the list and not subject to the requirements of 42 CFR Part 73 and 9 CFR Part 121 if used in basic or applied research, as positive controls, for diagnostic assay development, proficiency testing, or for the development of vaccines and therapeutics. Examples now excluded are certain strains of Yersinia pestis, Bacillus anthracis strains devoid of both plasmids pX01 and pX02, Bacillus anthracis strains devoid of the plasmid pX02 (e.g., Bacillus anthracis Sterne, pX01+pX02-), Brucella abortus Strain 19 and strain RB51 (vaccine strains), Coxiella burnetii, Francisella tularensis subspecies novicida, and Francisella tularensis subspecies holartica LVS (live vaccine strain). However, the regulations go back into effect if there is any reintroduction of factor(s) associated with virulence or other manipulations that restore the virulence or diminish the attenuation. Therefore, as might be done with excluded strains above, we believe it is prudent to monitor for any possible reversions with the SAVP1 during in vivo experiments. The same caveat applies to restoration experimentation, if it could be done, to provide more definitive evidence of that absence of T3SS as necessary and sufficient for attentuation.
We believe it is preferable to pair the strain with clinical cases in a natural-host infection whether that occurs naturally or by experiment. The closer the strain isolate is to the case the better, rather than an isolate from multiple in vitro passages in cultures. Misleading data might result by randomly selecting an isolate from a strain collection without the associated clinical information. In the current example we happened to identify the loss of animal T3SS genes in a strain associated with avirulent phenotypic behavior in its natural host. Because the T3SS is so essential to export of virulent factors, and this was unexpectedly found by WGS of SAVP1, there is increased confidence that experiments with this isolate may be accomplished with a higher degree of safety that with the virulent strain. Loss of some of the other 582 ORFs could be additive to this effect. Presence of other genes which are on SAVP1 and not on ATCC 23344 could also contribute to attenuated behavior. Though this strain would no longer be our choice for comparative genomic studies to detect subtle genetic differences that may account for virulence, its ability to evoke antibody responses confers it with great potential for other types of biodefense research as well as potential vaccines in equids and humans. Other avirulent strains may also prove to be candidates for Select Agent regulation exclusion, .
In summary, our investigation into virulence factors using WGS on clinically-associated strains of B. mallei led to an unexpected finding. This finding may serve to eventually have at least one strain, SAVP1, removed from select agent constraints. Its research utility could be assessed. We believe there are comparable situations with other biothreat agents. We hope that the example of our finding with SAVP1 will engender discussion among public health and regulatory agencies, academia, and the private sector that will favorably impact our biodefense research efforts.
Materials and Methods
The genomes of B. mallei were sequenced and assembled by random shotgun method as described.
Coding Sequence (CDS) Prediction and Gene Identification
Open reading frames (ORFs) likely to encode proteins (CDSs) were identified by using GLIMMER. Identified CDSs were annotated by manual curation of the outputs of a variety of similarity searches. Searches of the predicted coding regions were performed with BLASTP, as described. The protein–protein matches were aligned with blast_extend_repraze, a modified Smith-Waterman algorithm that maximally extends regions of similarity across frameshifts. Gene identification is facilitated by searching against a database of nonredundant bacterial proteins (nraa) developed at The Institute for Genomic Research (TIGR) and curated from the public archives GenBank, Genpept, Protein Information Resource, and SwissProt. Searches matching entries in nraa have the corresponding role, gene common name, percent identity and similarity of match, pairwise sequence alignment, and taxonomy associated with the match assigned to the predicted coding region and stored in the database. CDSs were also analyzed with two sets of hidden Markov models constructed for a number of conserved protein families from PFAM and TIGRFAM. Regions of the genome without CDSs and CDSs without a database match were reevaluated by using BLASTX as the initial search, and CDSs were extrapolated from regions of alignment. Finally, each putatively identified gene was assigned to one of 113 role categories.
ATCC 23344 - SAVP1 Comparative Analysis
All CDSs from ATCC 23344 were aligned against the whole genome sequence of SAVP1 with the Program to Assemble Spliced Alignments (PASA) . PASA first summons BLAT to align the CDSs to the genome and then validates each alignment by requiring a minimum 95% sequence identity over at least 90% of the gene length. Alignments failing BLAT validation are then realigned using sim4 and revalidated using the same criteria. All ATCC 23344 CDSs that could not be aligned were thus assumed to be absent from SAVP1. Similar analyses were applied to reverse strain comparisons.
We express our gratitude to Wolfgang F. Fricke for assistance with design of the figures.
Conceived and designed the experiments: CF SS BL LS JD. Performed the experiments: LS WN CR. Analyzed the data: CF SS JR DD BL LS JD WN CR. Contributed reagents/materials/analysis tools: DD LS WN. Wrote the paper: CF SS DD BL LS JD WN CR. Other: Figure construction: JR.
- 1. Wilkinson L (1981) Glanders: medicine and veterinary medicine in common pursuit of a contagious disease. Medical History 25: 363–384.L. Wilkinson1981Glanders: medicine and veterinary medicine in common pursuit of a contagious disease.Medical History25363384
- 2. Whitlock GC, Estes DM, Torres AG (2007) Glanders: off to the races with Burkholderia mallei. FEMS Microbiol Lett 277: 115–122.GC WhitlockDM EstesAG Torres2007Glanders: off to the races with Burkholderia mallei.FEMS Microbiol Lett277115122
- 3. CDC (2000) CDC2000Glanders (Burkholderia mallei) http://www.cdc.gov/ncidod/dbmd/diseaseinfo/glanders_g.htm. Glanders (Burkholderia mallei) http://www.cdc.gov/ncidod/dbmd/diseaseinfo/glanders_g.htm.
- 4. CDC et al (2000) Laboratory-acquired human glanders–Maryland, May 2000. MMWR Morb Mortal Wkly Rep 49: 532–535.CDC et al2000Laboratory-acquired human glanders–Maryland, May 2000.MMWR Morb Mortal Wkly Rep49532535
- 5. Fraser CM (1991) The Merck veterinary manual-a handbook of diagnosis, therapy, and disease prevention and control for the veterinarian. Rahway, N.J: Merck & Co. CM Fraser1991The Merck veterinary manual-a handbook of diagnosis, therapy, and disease prevention and control for the veterinarianRahway, N.JMerck & Co
- 6. Mandell GL, Douglas RG, Bennett JE (1995) Mandell, Douglas and Bennett's principles and practice of infectious diseases. New York: Churchill Livingstone. GL MandellRG DouglasJE Bennett1995Mandell, Douglas and Bennett's principles and practice of infectious diseasesNew YorkChurchill Livingstone
- 7. Geissler E, Moon JEvC, Stockholm International Peace Research Institute (1999) Biological and toxin weapons research, development and use from the Middle Ages to 1945. Oxford: Oxford University Press. E. GeisslerJEvC MoonStockholm International Peace Research Institute1999Biological and toxin weapons research, development and use from the Middle Ages to 1945OxfordOxford University Press
- 8. Wheelis M (1998) First shots fired in biological warfare. Nature 395: 213.M. Wheelis1998First shots fired in biological warfare.Nature395213
- 9. Shea DA, Gorttron F, Congressional Research Service (CRS) (2004) DA SheaF. GorttronCongressional Research Service (CRS)2004Small-scale Terrorist Attacks Using Chemical and Biological Agents (updated)(also at www.fas.org/irp/crs/RL32391-062304.pdf). RL32391:. Small-scale Terrorist Attacks Using Chemical and Biological Agents (updated)(also at www.fas.org/irp/crs/RL32391-062304.pdf). RL32391:.
- 10. Department of Health and Human Services ASfPaR (2007) Department of Health and Human Services ASfPaR2007http://www.hhs.gov/aspr/barda/documents/phemce_implplan_041607final.pdf. http://www.hhs.gov/aspr/barda/documents/phemce_implplan_041607final.pdf.
- 11. Koenig RL (2006) The Fourth Horseman: One Man's Secret Campaign to Fight the Great War in America. New York: Public Affairs. RL Koenig2006The Fourth Horseman: One Man's Secret Campaign to Fight the Great War in AmericaNew YorkPublic Affairs
- 12. Franz DR, Jahrling PB, Friedlander AM, McClain DJ, Hoover DL, et al. (1997) Clinical recognition and management of patients exposed to biological warfare agents. JAMA 278: 399–411.DR FranzPB JahrlingAM FriedlanderDJ McClainDL Hoover1997Clinical recognition and management of patients exposed to biological warfare agents.JAMA278399411
- 13. Kortpeter M, Christopher GW, Cieslak T, Culpepper R, Darling R, et al. (2001) USAMRIID's Medical management of biological casualties handbook. Fort Detrick: U.S. Army Medical Research Institute of Infectious Diseases. M. KortpeterGW ChristopherT. CieslakR. CulpepperR. Darling2001USAMRIID's Medical management of biological casualties handbookFort DetrickU.S. Army Medical Research Institute of Infectious Diseases
- 14. Fritz DL, Vogel P, Brown DR, DeShazer D, Waag DM (2000) Mouse model of sublethal and lethal intraperitoneal glanders (Burkholderia mallei). Vet Pathol 37: 626–636.DL FritzP. VogelDR BrownD. DeShazerDM Waag2000Mouse model of sublethal and lethal intraperitoneal glanders (Burkholderia mallei).Vet Pathol37626636
- 15. Ulrich RL, DeShazer D (2004) Type III secretion: a virulence factor delivery system essential for the pathogenicity of Burkholderia mallei. Infect Immun 72: 1150–1154.RL UlrichD. DeShazer2004Type III secretion: a virulence factor delivery system essential for the pathogenicity of Burkholderia mallei.Infect Immun7211501154
- 16. DeShazer D, Waag DM, Fritz DL, Woods DE (2001) Identification of a Burkholderia mallei polysaccharide gene cluster by subtractive hybridization and demonstration that the encoded capsule is an essential virulence determinant. Microb Pathog 30: 253–269.D. DeShazerDM WaagDL FritzDE Woods2001Identification of a Burkholderia mallei polysaccharide gene cluster by subtractive hybridization and demonstration that the encoded capsule is an essential virulence determinant.Microb Pathog30253269
- 17. Schell MA, Ulrich RL, Ribot WJ, Brueggemann EE, Hines HB, et al. (2007) Type VI secretion is a major virulence determinant in Burkholderia mallei. Mol Microbiol 64: 1466–1485.MA SchellRL UlrichWJ RibotEE BrueggemannHB Hines2007Type VI secretion is a major virulence determinant in Burkholderia mallei.Mol Microbiol6414661485
- 18. Yabuuchi E, Kosako Y, Oyaizu H, Yano I, Hotta H, et al. (1992) Proposal of Burkholderia gen. nov. and transfer of seven species of the genus Pseudomonas homology group II to the new genus, with the type species Burkholderia cepacia (Palleroni and Holmes 1981) comb. nov. Microbiology & Immunology 36: 1251–1275.E. YabuuchiY. KosakoH. OyaizuI. YanoH. Hotta1992Proposal of Burkholderia gen. nov. and transfer of seven species of the genus Pseudomonas homology group II to the new genus, with the type species Burkholderia cepacia (Palleroni and Holmes 1981) comb. nov.Microbiology & Immunology3612511275
- 19. Srinivasan A, Kraus CN, DeShazer D, Becker PM, Dick JD, et al. (2001) Glanders in a military research microbiologist. N Engl J Med 345: 256–258.A. SrinivasanCN KrausD. DeShazerPM BeckerJD Dick2001Glanders in a military research microbiologist.N Engl J Med345256258
- 20. Fritz DL, Vogel P, Brown DR, Waag DM (1999) The hamster model of intraperitoneal Burkholderia mallei (glanders). Veterinary Pathology 36: 276–291.DL FritzP. VogelDR BrownDM Waag1999The hamster model of intraperitoneal Burkholderia mallei (glanders).Veterinary Pathology36276291
- 21. Lopez J, Copps J, Wilhelmsen C, Moore R, Kubay J, et al. (2003) Characterization of experimental equine glanders. Microbes Infect 5: 1125–1131.J. LopezJ. CoppsC. WilhelmsenR. MooreJ. Kubay2003Characterization of experimental equine glanders.Microbes Infect511251131
- 22. Nierman WC, DeShazer D, Kim HS, Tettelin H, Nelson KE, et al. (2004) Structural flexibility in the Burkholderia mallei genome. Proc Natl Acad Sci U S A 101: 14246–14251.WC NiermanD. DeShazerHS KimH. TettelinKE Nelson2004Structural flexibility in the Burkholderia mallei genome.Proc Natl Acad Sci U S A1011424614251
- 23. Centers for Disease Control and Prevention (2005) Select Agent Program.Centers for Disease Control and Prevention2005Select Agent Program.http://www cdc gov/od/sap/. http://www cdc gov/od/sap/.
- 24. US Department of Agriculture A (2005) Agricultural Bioterrorism Protection Act of 2002; Possession, Use, and Transfer of Biological Agents and Toxins. Federal Register 70: 13242–13292.US Department of Agriculture A2005Agricultural Bioterrorism Protection Act of 2002; Possession, Use, and Transfer of Biological Agents and Toxins.Federal Register701324213292
- 25. Centers for Disease Control and Prevention (2006) Select Agent Program Notification of Exclusion.Centers for Disease Control and Prevention2006Select Agent Program Notification of Exclusion.http://www cdc gov/od/sap/sap/exclusion htm. http://www cdc gov/od/sap/sap/exclusion htm.
- 26. Fleischmann RD, Adams MD, White O, Clayton RA, Kirkness EF, et al. (1995) Whole-genome random sequencing and assembly of Haemophilus influenzae Rd. Science 269: 496–512.RD FleischmannMD AdamsO. WhiteRA ClaytonEF Kirkness1995Whole-genome random sequencing and assembly of Haemophilus influenzae Rd.Science269496512
- 27. Waterman MS (1988) Computer analysis of nucleic acid sequences. Methods Enzymol 164: 765–793.MS Waterman1988Computer analysis of nucleic acid sequences.Methods Enzymol164765793
- 28. Haas BJ, Delcher AL, Mount SM, Wortman JR, Smith RK Jr, et al. (2003) Improving the Arabidopsis genome annotation using maximal transcript alignment assemblies. Nucleic Acids Res 31: 5654–5666.BJ HaasAL DelcherSM MountJR WortmanRK Smith Jr2003Improving the Arabidopsis genome annotation using maximal transcript alignment assemblies.Nucleic Acids Res3156545666
- 29. Kent WJ, Sugnet CW, Furey TS, Roskin KM, Pringle TH, et al. (2002) The human genome browser at UCSC. Genome Res 12: 996–1006.WJ KentCW SugnetTS FureyKM RoskinTH Pringle2002The human genome browser at UCSC.Genome Res129961006
- 30. Florea L, Hartzell G, Zhang Z, Rubin GM, Miller W (1998) A computer program for aligning a cDNA sequence with a genomic DNA sequence. Genome Res 8: 967–974.L. FloreaG. HartzellZ. ZhangGM RubinW. Miller1998A computer program for aligning a cDNA sequence with a genomic DNA sequence.Genome Res8967974