Novel genome polymorphisms in BCG vaccine strains and impact on efficacy
- Andrea S Leung†1,
- Vanessa Tran†1,
- Zuowei Wu†2,
- Xuping Yu†3,
- David C Alexander1,
- George Fu Gao4,
- Baoli Zhu2Email author and
- Jun Liu1Email author
© Leung et al; licensee BioMed Central Ltd. 2008
Received: 06 August 2008
Accepted: 15 September 2008
Published: 15 September 2008
Bacille Calmette-Guérin (BCG) is an attenuated strain of Mycobacterium bovis currently used as a vaccine against tuberculosis. Global distribution and propagation of BCG has contributed to the in vitro evolution of the vaccine strain and is thought to partially account for the different outcomes of BCG vaccine trials. Previous efforts by several molecular techniques effectively identified large sequence polymorphisms among BCG daughter strains, but lacked the resolution to identify smaller changes. In this study, we have used a NimbleGen tiling array for whole genome comparison of 13 BCG strains. Using this approach, in tandem with DNA resequencing, we have identified six novel large sequence polymorphisms including four deletions and two duplications in specific BCG strains. Moreover, we have uncovered various polymorphisms in the phoP-phoR locus. Importantly, these polymorphisms affect genes encoding established virulence factors including cell wall complex lipids, ESX secretion systems, and the PhoP-PhoR two-component system. Our study demonstrates that major virulence factors are different among BCG strains, which provide molecular mechanisms for important vaccine phenotypes including adverse effect profile, tuberculin reactivity and protective efficacy. These findings have important implications for the development of a new generation of vaccines.
Bacille Calmette-Guérin (BCG) is an attenuated strain of Mycobacterium bovis and is the only available vaccine against tuberculosis (TB). Since 1974, BCG vaccination has been included in the World Health Organization (WHO) Expanded Program on Immunization. It is estimated that more than 3 billion individuals have been immunized with BCG and over 100 million doses of BCG are administered annually. Multiple studies have confirmed that BCG is generally safe and can protect children against disseminated disease, including tuberculosis meningitis [1, 2]. BCG also provides cross-protection against leprosy . However, the success of BCG against pulmonary TB in adults is still debated, since randomized clinical trials have reported protection efficacy ranging from 0–80% [4, 5]. Several hypotheses for the variation in observed efficacy have been proposed [6–9].
One explanation concerns the heterogeneity of the BCG strains . The original BCG was derived from a virulent strain of M. bovis isolated from a cow. From 1908 through 1921, this isolate was subjected to 230 passages on glycerinated potato bile medium, which generated an attenuated strain termed BCG . Distribution and widespread use of BCG started around 1924 and was accompanied by changes in the manufacturing process in production facilities. For instance, while BCG in Sweden was transferred without interruption from bile potato to bile potato medium in accordance with Calmette's original practice , BCG production in Denmark involved alternating rounds of growth on potato bile medium and Sauton broth until 1949 when it was grown exclusively in Sauton medium . Prior to the establishment of seed stocks in the 1960s, BCG was passaged continuously, and the changes in media and transfer schedules contributed to the "in vitro evolution" of BCG . It is estimated that as many as 49 production substrains have been used at one time or another in various parts of the world , including the four major BCG vaccines in current use (BCG-Pasteur, -Danish, -Glaxo, and -Japan) . The relative protective efficacy of BCG substrains is currently unknown [6, 15].
Anecdotal reports have long indicated that BCG substrains exhibit phenotypic differences in growth characteristics, biochemical activities, ability to protect against challenge with Mycobacterium tuberculosis (M. tb), and residual virulence . Over the past decade, numerous groups have sought to identify the genomic changes responsible for these phenotypes. The earliest whole genome comparisons confirmed that BCG was indeed related to, but distinct from M. tb and M. bovis [17–19]. Subsequent analyses of multiple vaccine strains have uncovered extensive genome diversity including both deletions and duplications in BCG substrains [18, 20–22]. The phylogeny established by these molecular methods is consistent with the historical records of BCG dissemination [20, 23, 24]. For example, BCG strains acquired after 1927 exhibit the RD2 deletion, while nRD18 is only deleted in strains obtained after 1933. Other genomic changes are exclusive to individual daughter strains, and are associated with vaccine production at specific locations [22, 24].
A number of molecular techniques have been used to investigate genomic polymorphisms in BCG strains. Early efforts using subtractive hybridization  and spotted oligonucleotide arrays [20, 22, 25] effectively identified large sequence polymorphisms, but lacked the resolution to identify smaller changes. More recently, complete genome sequencing has enabled high-resolution analysis of BCG-Pasteur 1173P2 , but sequences for other BCG lineages have yet to be determined. To identify potential genomic polymorphisms in other BCG substrains, we have employed a tiling array platform developed by NimbleGen Systems. This DNA microarray-based comparative genome sequencing technique allows high resolution detections of sequence polymorphisms [26–28]. Using this technique, in tandem with DNA resequencing, we have identified a number of novel genomic polymorphisms in BCG strains. Importantly, these polymorphisms affect genes that are known virulence factors and are expected to have a major impact on the immunogenicity and efficacy of individual vaccine strains.
We have used NimbleGen tiling arrays to analyze the genomic variability of 13 BCG strains, including BCG-Russia, -Japan, -Moreau, -Sweden, -Birkhaug, -China, -Prague, -Glaxo, -Danish, -Tice, -Phipps, -Frappier and -Pasteur. All of these strains, except BCG-China, have previously been subjected to genomic analysis by other methods [18, 20, 22, 24, 25]. The complete genome sequence of BCG-Pasteur 1173P2 is available . The same BCG-Pasteur strain was included in the analysis to serve as an internal control for our experiments in addition to validating the NimbleGen technique. In each experiment, genomic DNA from M. tb H37Rv  acted as the common referent.
Deletions and Duplications
A total of 42 deletions were identified. Twenty-five of these have been described previously [18, 20, 22, 24, 25]. Thirteen more represent transposons (e.g., IS6110) present in the referent strain (M. tb H37Rv), but absent from the M. bovis and BCG lineages [24, 29, 30]. Six duplications were identified, four (DU1, DU2-I, -II, -III) of which have been described previously [21, 24]. These results confirm the validity of our approach, and the utility of tiling arrays for comparative genomics. A total of 4 novel deletions and 2 duplications were identified in our analysis. These novel deletions and duplications are described below.
Novel deletions and duplications determined in current study.
The second novel polymorphism in BCG-Moreau is an 1128 bp deletion within Rv3887c/BCG3942c (Table 1). Although intact in other BCG substrains, this region overlaps with a 2.4-kb deletion (termed RDpan) found in some M. bovis strains , including the sequenced strain, AF2122/97 . The Rv3887c/BCG3942c gene encodes a membrane transport protein and is part of the ESX-2 type VII secretion system . The role of the ESX-2 system in virulence is unknown considering its variable presence among clinical M. bovis isolates from both France and England . However, loss of the Rv3887c membrane transporter likely eliminates the secretion of ESAT-6- and CFP-10-like antigens  and influences the immunogenicity of the vaccine strain.
Two novel deletions were identified in BCG-Sweden and BCG-Birkhaug. These polymorphisms are identical between the two BCG strains, which is consistent with their genealogy . The first deletion comprises 110 bp and disrupts the promoter and translational start site of whiB3 (Rv3416/BCG3486) [see Additional file 1]. The other is a 245 bp deletion within trcR (Rv1033c/BCG1091c) (Table 1). Both genes encode transcriptional regulators known to impact virulence.
WhiB3 belongs to a family of seven M. tb transcriptional regulatory proteins that contain iron-sulfur clusters and are predicted to regulate gene expression in response to environmental stimuli . WhiB3 responds to oxygen and nitric oxide, and is important for regulation of carbon metabolism . The deletion of whiB3 in M. bovis attenuates in vivo growth in guinea pigs . TrcR is the response regulator of the TrcR-TrcS two-component system. Deletion of trcS from M. tb generates a hypervirulent phenotype such that the strain exhibits increased lethality in SCID mice .
Our analysis also revealed a novel duplication in the genome of BCG-Tice termed DU-Tice. It comprises a 22-kb duplication that encompasses Rv1782-Rv1800 (Fig. 1B). The precise boundaries and location of this duplication were determined using primers at the junction (Fig. 1C). Interestingly, DU-Tice encodes the ESX-5 secretion system [37, 42]. This includes several conserved membrane transporters (Rv1782, Rv1783, Rv1795, and Rv1797), a membrane associated ATPase (Rv1784), a set of PE/PPE genes (Rv1787-Rv1792) and the ESAT-6 and CFP-10 family proteins (esxM and esxN) . ESX-5 is absent from the genome of the fast-growing, non-pathogenic M. smegmatis, but present in both the M. avium complex and M. marinum. The role of ESX-5 in virulence has been demonstrated in M. marinum [37, 42]. It has been suggested that the ESX clusters evolved via gene duplication  and DU-Tice offers the first snapshot of such an event.
To our knowledge, we have conducted the first genomic analysis of BCG-China, which is a descendant of BCG-Danish obtained from the Statens Serum Institut around 1947. Consistently, BCG-China exhibits the DU2-III duplication and deletion of RD2 (data not shown), which is similar to other BCG-Danish derivatives, including BCG-Prague (obtained in 1946 from passage 725) , BCG-Glaxo (obtained in 1954, from passage 1077) and BCG-Danish (lyophilized in 1961, from passage 1331) . However, BCG-China and -Prague do not contain the previously described deletion of Rv1810, which is characteristic of BCG-Glaxo and -Danish. As such, the Rv1810 deletion must have occurred between 1947 and 1954. Coincidentally, this period corresponds to the replacement of potato bile medium by Sauton medium for BCG production in Denmark .
Polymorphisms of phoP-phoR
The PhoP-PhoR system is one of the 11 two-component systems found in the M. tb genome . The PhoR protein is a transmembrane histidine kinase that transmits signals from the environment by autophosphorylation. The phosphoryl group is then transferred to PhoP, a response regulator that regulates the expression of multiple genes . Recently, several studies have demonstrated that the PhoP-PhoR system, particularly PhoP, plays an essential role in M. tb virulence [26, 46–48]. A single point mutation (S219L) in the DNA binding region of PhoP partially accounts for the attenuation of the H37Ra strain of M. tb . Furthermore, a phoP mutant of M. tb was found to be more attenuated than BCG-Pasteur in SCID mice infections . Our NimbleGen analysis revealed some weak signals in the phoP-phoR region (not shown), which prompted us to resequence these genes. The DNA fragment containing the promoter region of phoP, the ORFs of phoP and phoR, and the intergenic region was PCR amplified from each BCG strain and determined by DNA sequencing.
Three other novel phoP-phoR polymorphisms that likely impact their functions were also uncovered by our sequencing analysis. An identical, 11-bp deletion within the ORF of phoR was uncovered in BCG-Sweden and BCG-Birkhaug (ACCGGACTGGG, nucleotides from 853689 to 853699, M. tb genome coordinates). This deletion changes the amino acid sequence of 54 residues (residues 432 to 485) in the C-terminal of PhoR. This polymorphism is different than the previously described 10 bp deletion within phoR present in BCG-Danish and BCG-Glaxo, which affects residues 91–485 . BCG-Frappier also contains a single nucleotide deletion (A at 852701, M. tb genome coordinates), causing a frame-shift mutation that affect residues 103–485 of PhoR. Together, these results indicate that besides BCG-Danish and BCG-Glaxo, BCG-Sweden, -Birkhaug, and -Frappier also contain a defective phoR gene.
A single nucleotide insertion within the ORF of phoP was uncovered in BCG-Prague (G, between nucleotides 852067 and 852068, M. tb genome coordinates) [see Additional file 2]. This frame shift mutation changes the C-terminal sequence (residues 154–247) of PhoP, which is the DNA binding domain (residues 144–247) [52–54]. As such, BCG-Prague is a natural phoP mutant.
Novel polymorphisms of phoP-phoR in BCG strains identified in current study.
Polymorphisms of phoP
Predicted effects on PhoP
Predicted effects on PhoR
IS6110 insertion at 18 bp upstream of ATG start codon
Upregulation of phoP
One SNP in BCG-Moreau.
No SNP in BCG-Russia or -Japan
D322G mutant in BCG-Moreau
11 bp deletion within ORF
Mutated 54 residues of the C-terminal
Single base insertion within ORF
Mutated 94 residues of the C-terminal
SNP within ORF
Single base deletion within ORF
Mutated 383 residues of the C-terminal
SNP within ORF
Consistent with a previous study , we find that the earliest distributed BCG strains, BCG-Russia, -Japan, and -Moreau, all contain a second copy of IS6110 that is inserted in the promoter region of phoP. A similar, albeit distinct, insertion of IS6110 in the phoP promoter was also found in a virulent strain called M. bovis B strain . The presence of IS6110, which is in the same orientation as phoP, increases the expression of phoP and (the resulting increase in virulence) was thought to be responsible for the outbreak of M. bovis B strain in humans . Similarly, the expression level of phoP was found to be higher in BCG-Japan than in BCG-Pasteur . However, in BCG-Japan, -Russia, and -Moreau, the IS6110 is in the inverse orientation of phoP (Fig. 2). As such, how IS6110 upregulates phoP expression in BCG is not immediately apparent and likely involves a different mechanism. One possibility is the elimination of phoP autoregulation. It was shown that PhoP protein, albeit from H37Ra, binds to three 9-bp direct repeats within the phoP promoter sequence and represses its own expression . In BCG, IS6110 is inserted between the PhoP binding sites and the start codon of phoP, which could impair the repression by PhoP and subsequently increase phoP expression. Alternatively, an unidentified promoter sequence within IS6110 in the same orientation of phoP could drive the expression of phoP. The presence of the second copy of IS6110 in these early BCG strains also suggests that the original BCG isolated in 1921 might have been derived from a highly virulent M. bovis strain containing the same IS6110 element. This IS6110 was subsequently lost in other BCG strains (Fig. 3) and is not present in most clinical strains of M. bovis and M. tb isolated in modern times [50, 59]. Given the important role of PhoP in M. tb virulence, higher expression of phoP could explain why BCG-Russia is generally considered more virulent than other BCG strains . However, in the other early strains, BCG-Moreau and BCG-Japan, the loss of lipid virulence factors PDIMs and PGLs appears to have a more pronounced effect on virulence. Consequently, these two strains, together with BCG-Glaxo, which also lacks PDIMs and PGLs, and as we have described previously, are more attenuated and less reactogenic than other BCG strains . The deletion of fadD26-ppsA described here provides a genetic mechanism for the defective PDIM/PGL biosynthesis in BCG-Moreau. However, this region is intact in BCG-Japan and BCG-Glaxo, indicating that other mechanisms may also lead to the PDIM/PGL defect.
BCG-Sweden was obtained from the Institut Pasteur in 1926 while Konrad Birkhaug acquired the strain that bears his name around 1927 . Previous studies indicated that these strains differ from other early BCG strains (i.e., BCG-Russia, -Japan, -Moreau) only by the loss of the IS6110 element described above. Our current work reveals three novel deletions shared by BCG-Sweden and BCG-Birkhaug (Fig. 3), which distinguish them from other early strains. Two deletions affect the regulatory proteins WhiB3 and TrcR, and have different impacts on virulence. The whiB3 gene appears to be important for virulence. The M. bovis whiB3 mutant is attenuated for growth in guinea pigs but not in mice . Conversely, the trcRS two-component system has a negative impact on virulence. Deletion of trcS from M. tb generates a hypervirulent phenotype in SCID mice . BCG-Sweden was used in Sweden from 1926 until 1978 and was then replaced by BCG-Danish because of the high frequency of osteitis associated with the former strain . The deletion of trcR may contribute to the reactogenicity of BCG-Sweden.
The other deletion found in BCG-Sweden and BCG-Birkhaug affects the phoR gene of the phoP-phoR two-component system. Remarkably, three other late BCG strains, BCG-Danish, -Glaxo, and -Frappier also contain a defective phoR gene. Together a total of five BCG strains are natural phoR mutants. However, three distinct mutations are found among these five strains, which correspond to their genealogy (Fig. 3). The role of phoR in virulence is less understood than for phoP. Among its many functions, phoP is required for the biosynthesis of trehalose-containing cell wall lipids [48, 61, 62]. Contrastingly, phoR does not seem to be required for this function . Nevertheless, the fact that the phoR mutation has been acquired by different groups of BCG strains by three independent events and genetic mechanisms suggests that there was a common selective pressure and an important role for this gene during the in vitro evolution of BCG.
Another BCG strain that contains a major mutation in the phoP-phoR system is BCG-Prague. A single nucleotide insertion in the ORF of phoP changes the C-terminal sequence, which contains the DNA binding domain of PhoP [52–54]. As such, BCG-Prague is a natural phoP mutant and likely to be more attenuated than other BCG strains. This is consistent with the study by Lagranderie et al., which showed in mice models of infection that BCG-Prague exhibited more attenuated phenotypes compared to three other BCG strains (BCG-Russia, -Pasteur, and -Glaxo) . Compared to 11 other BCG strains, including BCG-Russia, -Moreau, -Japan, -Sweden, -Danish, -Glaxo, and -Pasteur that have been analyzed in the current study, BCG-Prague consistently exhibited the weakest ability to induce delayed type hypersensitivity to tuberculin in children  or in guinea pig models . Because of the traditional presumption that tuberculin reactivity is associated with vaccine potency, BCG-Prague, which was used in Czechoslovakia between 1951–1980 and appeared to be effective, was replaced by BCG-Russia in 1981 . An immediate increase of BCG-induced osteitis cases was observed in Czechoslovakia following the switch of BCG-Prague to BCG-Russia . The phoP mutation detected in the current study may explain the weak tuberculin sensitivity induced by BCG-Prague. It was recently shown that a phoP mutant of M. tb was more attenuated than BCG-Pasteur and confers an equivalent protection in mice against M. tb challenge. In the guinea pig model, the M. tb phoP mutant showed superior protection to BCG-Pasteur against a high dose challenge with M. tb . Consequently, the M. tb phoP mutant is now being evaluated as a vaccine candidate to replace BCG . Since BCG-Pasteur contains an intact phoP gene, and in light of our finding, it would be worthy to compare the M. tb phoP mutant with BCG-Prague in terms of safety and protective efficacy.
The novel duplication uncovered in BCG-Tice (DU-Tice) may have an impact on its residual virulence and immunogenicity. DU-Tice contains the entire ESX-5 secretion system, which is one of the five type VII secretion systems found in the M. tb complex . Importantly, besides the RD1-encoded ESX-1, ESX-5 is the only other ESX system that has been shown to be involved in virulence thus far . ESX-5 is conserved in other pathogenic mycobacteria and reported to facilitate the cell-to-cell spread of M. marinum in infected macrophages, a function shared by ESX-1 . However, ESX-5 does not complement the loss of virulence caused by ESX-1 deletion, suggesting that they play distinct roles in virulence . Horwitz and co-workers have used BCG-Tice as the host strain to overexpress antigen 85B. This resulted in a recombinant strain termed rBCG30 that exhibits superior protective efficacy over BCG-Tice and is currently being evaluated as a vaccine candidate in human clinical trials [67–71]. The rBCG30 Tice strain also showed significantly stronger immune response and better protection against M. tb challenge than the rBCG30 strain based on BCG-Connaught . The duplication of ESX-5 in BCG-Tice, which could increase the residual virulence and immunogenicity, may partially account for the benefit associated with rBCG30 Tice.
Our current work has uncovered six large sequence polymorphisms not described previously, including two deletions exclusive to BCG-Moreau, two deletions shared by BCG-Sweden and BCG-Birkhaug, as well as the DU-Birkhaug and DU-Tice duplications. Moreover, we have uncovered a number of polymorphisms in the phoP-phoR locus in various BCG strains. Remarkably, these polymorphisms affect genes that are well known to have major impact on the virulence of M. tb or M. bovis. These include genes involved in the biosynthesis of lipid virulence factors PDIMs/PGLs, genes that encode the ESX family type VII secretion system, and the phoP-phoR two-component regulatory system. As such, the current collection of BCG comprises natural mutants of established virulence factors identified thus far. BCG-Moreau, -Japan, and -Glaxo are PDIMs/PGLs deficient mutants. BCG-Prague is a phoP mutant. BCG-Sweden, -Birkhaug, -Danish, -Glaxo, and -Frappier are defective in phoR. BCG-Sweden and BCG-Birkhaug are also whiB3 mutants. These findings have important implications on the current effort and future development of TB vaccines. Currently, among major efforts, a phoP mutant of M. tb and several recombinant BCG strains including rBCG30 Tice, rBCG-Aeras 403 Danish, rBCGΔ Ure::CHly Pasteur, BCG::RD1 Pasteur, and rBCGΔ Sod Tice are being evaluated as new generation TB vaccines in preclinical or clinical trial studies . In addition, a mutant of M. bovis deficient in PDIMs/PGLs is being considered as a vaccine to protect wildlife against bovine tuberculosis . Our previous study  and current work provide direct evidence that BCG vaccine strains are different in major virulence factors, and likely have different vaccination properties including safety, immunogenicity, and efficacy. Since new vaccine candidates are evaluated for their vaccination properties relative to BCG, the appropriate choice of BCG strain for these studies is critical. Furthermore, because it is likely that BCG will continue to play a role in tuberculosis control by being included in forthcoming clinical trials, as either a primer to be boosted by new components (e.g. subunit or DNA vaccine) or as an integral component (e.g. recombinant BCG) of new vaccines, greater attention must be given to the benefits that a particular strain may – or may not – offer.
The mycobacterial strains used in this study were: Mycobacterium tuberculosis H37Rv, BCG-Russia (ATCC 35740), BCG-Moreau/Rio de Janeiro, BCG-Japan, BCG-Sweden, BCG-Birkhaug (ATCC 35731), BCG-Denmark 1331 (ATCC 35733), BCG-China, BCG-Prague, BCG-Glaxo (ATCC 35741), BCG-Tice (ATCC 35743), BCG-Frappier (ATCC 35735), BCG-Connaught, BCG-Phipps (ATCC 35744), and BCG-Pasteur 1173. All BCG strains except BCG-China have been previously described . BCG-China was obtained from Shanghai Institute of Biological Product, which is the main manufacturer for BCG in China.
Genomic DNA extraction and labeling
Mycobacteria were cultured in Middlebrook 7H9 broth supplemented with 10% ADC. Chromosomal DNA was extracted using QIAGEN Genomic-tip 100/G kit (Qiagen) and then labeled with a random primer reaction. DNA (1 μg) was mixed with 1 O.D. of 5'-fluorescence dye labeled random nonamer (Cy3 for BCG strains and Cy5 for reference strain H37Rv) (TriLink Biotechnologies) in 62.5 mM Tris-HCl, 6.25 mM MgCl2 and 0.0875% ß-mercaptoethanol, denatured at 98°C for 5 min, chilled on ice, and incubated with 100 units Klenow fragment (NEB) and dNTP mix (6 mM each in TE) for 2 h at 37°C. Reactions were terminated with 0.5 M EDTA (pH 8.0), precipitated with isopropanol, and resuspended in water. A fifty-fold amplification was typically achieved.
Design of mutation mapping microarray
Mutation mapping microarrays were designed with NimbleGen algorithms that select a 29-mer oligonucleotide every 7 bases on each strand of the reference genome sequence (Genbank Accession AL123456) . All probes were synthesized in parallel on a four-array set using a Digital Light Processor™ (Texas Instruments, Plano Texas) and photoprotected by phosphoramidite chemistry (Maskless Array Synthesis) (NimbleGen Systems, Madison WI) in a random probe layout [74, 75].
Labeled genomic DNA was hybridized to arrays in the NimbleGen Hybridization Buffer at 42°C for 16 hr using a MAUI hybridization system (BioMicro Systems, Inc. Salt Lake City, Utah). Labeled genomic DNA (5 μg) from the reference strain M. tb H37Rv and from each BCG strain were co-hybridized to each array. Arrays were washed with NimbleGen wash buffer, and were then spun dry in a microarray high-speed centrifuge (TeleChem International, Inc., Sunnyvale, CA) and stored until scanned.
Analysis of mapping array data and design and hybridization of resequencing microarrays
Microarrays were scanned at 5 μm resolution using the Genepix® 4000B scanner (Axon Instruments, Union City CA), and pixel intensities were extracted using NimbleScan™ v2.4 software (NimbleGen). Probes that spanned potential mutations were identified by NimbleGen software. Probe sequences corresponding to all possible candidate mutation sites were selected for resequencing. The strategy that was used to automatically generate the sequencing array is similar to that described previously . Briefly, 8 probes per base position were analyzed, 4 per genome strand. These probes contain all possible alleles at a centrally located position. The length, melting temperature and mismatch position of each probe were optimized. When target DNA is hybridized to these arrays the perfectly matched probe will hybridize more strongly than the three corresponding mismatched probes for each strand. The differential signal intensity between the perfectly matched probe and mismatched probes allows the base to be determined precisely. These resequencing arrays were synthesized, hybridized with labeled genomic DNA from each BCG strain and scanned as above. Sequence base assignments were made using a machine-learning algorithm . Putative mutation-containing DNA segments were PCR amplified and verified by capillary sequencing [see Additional file 3]. The microarray data has been deposited in the Center for Information Biology Gene Expression Database (CIBEX; http://cibex.nig.ac.jp), with the accession number of CBX70.
This work was supported by an award from the National Natural Science Foundation of China (NSFC) (to JL), and research grants from Canadian Institutes of Health Research (CIHR) (MOP-15107 and MOP-82772 to JL), and a grant (Z0005190043521) from Beijing Municipal Science And Technology Commission to (BZ).
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