- Research article
- Open Access
End-sequencing and characterization of silkworm (Bombyx mori) bacterial artificial chromosome libraries
© Suetsugu et al; licensee BioMed Central Ltd. 2007
- Received: 14 February 2007
- Accepted: 07 September 2007
- Published: 07 September 2007
We performed large-scale bacterial artificial chromosome (BAC) end-sequencing of two BAC libraries (an Eco RI- and a Bam HI-digested library) and conducted an in silico analysis to characterize the obtained sequence data, to make them a useful resource for genomic research on the silkworm (Bombyx mori).
More than 94000 BAC end sequences (BESs), comprising more than 55 Mbp and covering about 10.4% of the silkworm genome, were sequenced. Repeat-sequence analysis with known repeat sequences indicated that the long interspersed nuclear elements (LINEs) were abundant in Bam HI BESs, whereas DNA-type elements were abundant in Eco RI BESs. Repeat-sequence analysis revealed that the abundance of LINEs might be due to a GC bias of the restriction sites and that the GC content of silkworm LINEs was higher than that of mammalian LINEs. In a BLAST-based sequence analysis of the BESs against two available whole-genome shotgun sequence data sets, more than 70% of the BESs had a BLAST hit with an identity of ≥ 99%. About 14% of Eco RI BESs and about 8% of Bam HI BESs were paired-end clones with unique sequences at both ends. Cluster analysis of the BESs clarified the proportion of BESs containing protein-coding regions.
As a result of this characterization, the identified BESs will be a valuable resource for genomic research on Bombyx mori, for example, as a base for construction of a BAC-based physical map. The use of multiple complementary BAC libraries constructed with different restriction enzymes also makes the BESs a more valuable genomic resource. The GenBank accession numbers of the obtained end sequences are DE283657–DE378560.
- Bacterial Artificial Chromosome
- Bacterial Artificial Chromosome Clone
- Bacterial Artificial Chromosome Library
- Silkworm Genome
- Strain p50T
The silkworm (Bombyx mori) has been domesticated for more than 5000 years because of the industrial importance of sericulture. Besides being used for silk production, the silkworm is also an effective host for the production of recombinant proteins and biomaterials [1–3]. It is also an important model organism of the Lepidoptera, the insect order that includes the majority of serious agricultural pests. Therefore, the accumulation of silkworm genome resources will be helpful for both the control of agricultural pests and the development of the silkworm as an industrial-scale resource of biomaterials or bioreactors.
In silkworm, two individual whole-genome shotgun (WGS) projects have been carried out, and draft genomic sequences with 3× or 5.9× coverage have been generated [4, 5]. Databases of expressed sequence tags (ESTs) and a single nucleotide polymorphism linkage map have also been released [6, 7]. Bacterial artificial chromosomes (BACs) , as well as fosmids , also constitute important genomic resources. The main advantage of BACs, compared with yeast artificial chromosomes  or cosmids  is their higher stability, simplicity of construction and screening, low frequency of chimeric clones, and ease of DNA isolation. Therefore, BACs are one of the main tools used for high-throughput genomic studies, including for sequence-tagged connector (STC) strategies, BAC-based physical maps, and DNA fingerprinting, in various species [12–26].
BAC end sequences (BESs), single-pass sequence reads from each end of a BAC clone, are a powerful tool that enhances the value of BACs as a genomic resource [27–31]. We conducted large-scale BAC end-sequencing of two silkworm BAC libraries, the RPCI-96 Bombyx mori Silkworm P50 BAC Library  and the Texas A&M BAC Library , and characterized 94904 BESs.
Summary of two bacterial artificial chromosome (BAC) libraries
Eco RI-digested library
Bam HI-digested library
Number of clones
36000 (96 × 384 wells)
21120 (55 × 384 wells)
Mean insert size (kbp)
p50T (mixed insects)
p50T (mixed insects)
Characteristics of the two groups of BAC end sequences (BESs)
Eco RI BESs
Bam HI BESs
Number of sequences
Average read length (bp)
Minimum read length (bp)
Maximum read length (bp)
Total bases (bp)
GC content (%)
Percentage of paired-end clones (%)
Repeat analysis of BESs
Distribution of interspersed repeat DNA sequences within both BAC end sequences (BESs) in different repeat classes
Eco RI BESs
Bam HI BESs
To find novel repeat sequences in the BESs, we analyzed the repeat-masked BESs with RECON (version 1.05) , which automatically identifies de novo repeats. Only detected repeat families with 50 or more members were retained for further analysis. As a result, 31 and 15 repeat families with 50 or more members were detected in the Eco RI and Bam HI BESs, respectively. We then used BLASTX  to compare each repeat sequence against the nr (non-redundant protein) database, and found that 34.0% of the sequences had similarity to TE-related proteins. We used representative sequences of the repeat families for a BLAST search of silkworm whole-genome shotgun (WGS) data  to confirm whether they were really dispersed throughout the genome. The estimated copy number ranged from 9 to 2431; therefore, a large proportion of the detected sequences could be regarded as repetitive. However, a few sequences showed a much lower copy number than that estimated by RECON. It was recently reported that the great majority of silkworm transposon insertions are 5' -truncated, so most of the detected repeat sequences may be ''transposon fossils'' with no activity . Further analysis of the detected sequences might reveal novel transposons in silkworm.
BLAST search against whole-genome shotgun data
All BESs were used as queries in a BLAST similarity search of the two available sets of WGS data: the WGS data set deposited by the Silkworm Genomic Research Program  (abbreviated as "SGP data" in this paper) and the data set deposited by the Beijing Genomics Institute  (abbreviated as "BGI data"). In this search, the expectation value (-e option, a probability cutoff value) was set to 1e-5 and the -b option (number of database sequences to show) was set to 1000.
The majority of BESs with a match were BES+, having only one match in each WGS data set. In addition, the percentage of ''multi-match'' Eco RI BESs (BES++ in Fig. 2) was lower than that of multi-match Bam HI BESs. We inferred each BES+ to be a unique region-derived sequence, and BES++ to be likely derived from repetitive sequences. We defined ''unique paired-end clones'' as paired-end clones showing a single match at each BES. A BLAST search of SGP data using the BESs as queries identified 8104 unique paired-end clones in the Eco RI library and 2778 among the Bam HI BESs. Similarly, a BLAST search of the BGI data yielded 8878 paired-end clones in the Eco RI BAC library and 3102 in the Bam HI BAC library. A total of 4757 unique paired-end clones among the Eco RI BESs, and 1482 among the Bam HI BESs, were common to both WGS data sets.
BES clustering and coding region composition
Summary of clustering results
Cluster size d
Eco RI BAC ends (%)
Bam HI BAC ends (%)
d = 1 (singleton)
4 > d ≥ 2
8 > d ≥ 4
16 > d ≥ 8
32 > d ≥ 16
64 > d ≥ 32
128 > d ≥ 64
d ≥ 128
Each representative sequence was then searched against the GenBank nr database (BLASTX, with the e-value set to 1e-05) to investigate the percentage of BESs containing protein-coding regions. As a result, 8068 clusters (20.2%) of Eco RI BESs had similarity to proteins in the database, compared with 6905 clusters (28.2%) of Bam HI BESs. For Eco RI BESs, most of the hit proteins were from Bombyx mori (53.8% of the clusters with similarity to proteins in the database), Anopheles gambiae (6.8%), Apis mellifera (4.0%), Drosophila melanogaster (3.2%), or Bos taurus (1.6%), whereas in the case of Bam HI BESs, most of the hit proteins were from Bombyx mori (68.4%), Anopheles gambiae (11.7%), Apis mellifera (8.5%), Drosophila melanogaster (2.4%), or Bos taurus (2.5%). The majority of large clusters showed similarity to TE-related proteins.
Bam HI BESs contained more repetitive sequences than Eco RI BESs. In particular, the two groups of BESs contrasted with regard to the abundance of LINEs. The GC bias of Bam HI may be main factor accounting for this difference because the GC% of Bam HI recognition sites was relatively close to the estimated GC% of protein coding DNA of the silkworm genome. This inference is further supported by the fact that the LINEs in the repeat sequences library had Bam HI recognition sites at average intervals of 2.0 kbp, whereas the average interval between Eco RI recognition sites was 3.0 kbp. These results indicate that the use of multiple BAC libraries constructed with different restriction enzymes can increase the genome representation .
The GC content of the masked region, especially the LINEs-derived region, was much higher than that of the unmasked region (Table 3). Conversely, the GC% of the DNA transposons-derived region was similar to that of the coding region. To confirm the GC-richness of silkworm LINEs, we calculated the GC content of each type of transposable element in the repeat sequences library and found that the median GC content of DNA-type elements (67 sequences), long terminal repeat (LTR) elements (30 sequences), LINEs (69 sequences), and short interspersed elements (SINEs) (26 sequences) was 39.1%, 43.7%, 51.9%, and 46.6%, respectively. Thus, the GC% of silkworm LINEs was rather higher than the estimated GC% of coding DNA of 43%. These results suggest that the GC richness of transposable elements, especially that of LINEs, primarily accounted for the greater abundance of TEs in the Bam HI BESs.
The construction of a complete physical map is a vital task of genome sequencing projects. BESs are useful for identifying minimally overlapping clones that extend in each direction from finished clones. Unique paired-end clones are particularly useful for validating, ordering, and joining contigs. Therefore, BACs and their end sequences can be effectively used for integration of linkage and physical maps [12, 28, 29]. However, the possibility of mismapping, mainly due to sequence contamination must be considered. A BAC-based physical map can suffer from chimeric clones, genome assembly errors, and repetitive elements in the genome . To reduce the incidence of incorrect mapping, tools such as repeat-masked BESs and BLAST searching with stringent criteria are necessary. In addition, DNA markers are helpful to detect incorrectly mapped clones. Contigs with two markers from different linkage groups should be tested for clone contamination . Incorrect mapping can also be detectable as an inconsistency in the physical map when a deep coverage BAC library is used. This BLAST-based analysis revealed that the majority of BESs had BLAST hits with ≥ 99% identity against two available WGS data sets. Moreover, the percent identity of BLAST hits against BGI data tended to be slightly lower than that against SGP data, although the main cause of this tendency could not be determined by our analysis. The estimated sequence divergence between the p50T and p50 strains was too low to determine whether the divergence was polymorphism-derived. Therefore, merging of the two WGS data sets is reasonable and will contribute to the construction of a more useful genomic resource in the future.
Characterization of BESs from two BAC libraries confirmed that BAC libraries by nature tend to have certain biases. Therefore, BESs from multiple complementary BAC libraries constructed with different restriction enzymes are a more useful genomic resource. The BESs produced by this research constitute a valuable resource for genomic research in Bombyx mori, for example, as a base for construction of a BAC-based physical map and for exploration of DNA makers. The GenBank accession numbers of the obtained end sequences are DE283657–DE378560.
We used the inbred silkworm strain p50T for the research.
We used two silkworm BAC libraries for end-sequencing, One library was constructed from a partial Eco RI (EC 22.214.171.124) digest of genomic DNA. The construction of this library was reported previously . Copies are available through BACPAC RESOURCES at the Children's Hospital Oakland Research Institute . The other library, prepared by using Bam HI as the restriction enzyme (EC 126.96.36.199), was purchased from the Laboratory for Plant Genomics and GENEfinder Genomic Resource of Texas A&M University . The properties of the two BAC libraries are summarized in Table 1.
Purification of BAC clones
Escherichia coli cells harboring single BAC clones were maintained at -80°C. A fresh colony from each clone was inoculated into each well of a 96-deep-well plate filled with 1.25 mL of 2× LB medium (2% tryptone peptone, 1% yeast extract, and 1% sodium chloride) containing 20 μg/ml chloramphenicol. They were cultured with shaking for 18 to 20 h at 37°C. BAC DNA was prepared using an automated DNA isolation system (PI-1100, Kurabo Industries Ltd., Osaka, Japan) according to the manufacturer's instructions.
Sequencing of BAC ends
Sequencing reactions were performed with 3 μL Big Dye terminator mix (Applied Biosystems, Foster City, CA, USA), 1.0 μL 5× sequencing buffer, 0.5 to 1.0 μg template DNA, 10 pmol of primer, and 4 mM MgCl2. The conditions for the thermal cycling reactions were 96°C for 5 min, then 99 cycles of 96°C for 30 s, 55°C for 10 s and 60°C for 4 min, followed by holding at 4°C. We used custom T7 and SP6 sequencing primers. The DNA was recovered by using MultiScreen 384SEQ plates (Millipore, Billerica, MA, USA).
Base-calling and trimming of BESs were performed with RAMEN, which was used for vector-trimming of silkworm WGS sequences . A BLAST search of mtDNA sequences among the BESs was performed to identify and discard contaminated sequences (e-value: 1e-50). The obtained BESs have been deposited in the DNA Data Bank of Japan/European Molecular Biology Laboratory/GenBank under accession numbers DE283657 to DE378560.
BES clustering was done with the in-house program "Combined BLAST and PhredPhrap" (CBP), which was developed mainly for clustering silkworm ESTs. This program internally uses BLAST  and PHRAP [50, 51]. To optimize the clustering of the BESs, we modified the algorithm slightly. An outline of the clustering procedure follows.
Step 1 An all-to-all BLAST (BLASTN) operation of the BESs was performed. The expectation value (-e option) was set to 10, and no complexity filter (-F option) was used. The number of alignments to be reported (-b option) and maximum number of sequence bases to be created in a volume (-v option) were set to 1000000.
Step 2 Each BLAST hit was analyzed. A provisional cluster was created when a BLAST hit had an identity of at least 90% (Tpid) and an alignment length of 90 bp (Taln). The longest sequence in each provisional cluster was chosen as the representative sequence. A provisional cluster of size 1 was treated as a "singleton."
Step 3 Sequences in each provisional cluster were assembled with PHRAP (using default parameters).
Step4 Reclustering and reassembling were performed under more stringent conditions if multiple contigs were generated. This process was iterated until a single contig was generated. For each iteration, the criterion of alignment length Taln was incremented by 30 bp if Taln was less than or equal to 300 bp. If Taln was greater than 300 bp, the incrementation of Taln was set to 15 bp. If a single contig was not generated by these iterations, then this process was iterated with a stricter Tpid criterion until a single contig was generated. Any unassigned sequences were collected and stored for Step 6.
Step 5 Each contig generated in Step 4 was searched against the member sequences of its own contig for verification. Contigs that did not satisfy the condition, identity ≥ 95% and coverage of alignment ≥ 90%, were stored for Step 6.
Step 6 All sequences stored during the above steps were reprocessed (return to Step 2).
We thank Motoe Sasanuma, Reiko Komatsuzaki, Yoko Fukusaki, Satsuki Tokoro, and Keiko Shiiba for technical assistance. This work was supported by funds from the Ministry of Agriculture, Forestry, and Fisheries of Japan to SS, KM and KY, and from the Bio-oriented Technology Research Advancement Institution to TS and JN.
- Tomita M, Munetsuna H, Sato T, Adachi T, Hino R, Hayashi M, Shimizu K, Nakamura : Transgenic silkworms produce recombinant human type III procollagen in cocoons. Nat Biotechnol. 2002, 21: 52-56. 10.1038/nbt771.PubMedView ArticleGoogle Scholar
- Chen J, Wu XF, Zhang YZ: Expression, purification and characterization of human GM-CSF using silkworm pupae (Bombyx mori) as a bioreactor. J Biotechnol. 2006, 123: 236-247. 10.1016/j.jbiotec.2005.11.015.PubMedView ArticleGoogle Scholar
- Altman GH, Diaz F, Jakuba C, Calabro T, Horan RL, Chen J, Lu H, Richmond J: Silk-based biomaterials. Biomaterials. 2003, 24: 401-416. 10.1016/S0142-9612(02)00353-8.PubMedView ArticleGoogle Scholar
- Mita K, Kasahara M, Sasaki S, Nagayasu Y, Yamada T, Kanamori H, Namiki N, Kitagawa M, Yamashita H, Yasukochi Y, Kadono-Okuda K, Yamamoto K, Ajimura M, Ravikumar G, Shimomura M, Nagamura Y, Shin-I T, Abe H, Shimada T, Morishita S, Sasaki T: The genome sequence of silkworm, Bombyx mori. DNA Res. 2004, 11: 27-35. 10.1093/dnares/11.1.27.PubMedView ArticleGoogle Scholar
- Xia Q, Zhou Z, Lu C, Cheng D, Dai F, Li B, Zhao P, Zha X, Cheng T, Chai C, Pan G, Xu J, Liu C, Lin Y, Qian J, Hou Y, Wu Z, Li G, Pan M, Li C, Shen Y, Lan X, Yuan L, Li T, Xu H, Yang G, Wan Y, Zhu Y, Yu M, Shen W, Wu D, Xiang Z, Yu J, Wang J, Li R, Shi J, Li H, Li G, Su J, Wang X, Li G, Zhang Z, Wu Q, Li J, Zhang Q, Wei N, Xu J, Sun H, Dong L, Liu D, Zhao S, Zhao X, Meng Q, Lan F, Huang X, Li Y, Fang L, Li C, Li D, Sun Y, Zhang Z, Yang Z, Huang Y, Xi Y, Qi Q, He D, Huang H, Zhang X, Wang Z, Li W, Cao Y, Yu Y, Yu H, Li J, Ye J, Chen H, Zhou Y, Liu B, Wang J, Ye J, Ji H, Li S, Ni P, Zhang J, Zhang Y, Zheng H, Mao B, Wang W, Ye C, Li S, Wang J, Wong GK, Yang H: A draft sequence for the genome of the domesticated silkworm (Bombyx mori). Science. 2004, 306: 1937-1940. 10.1126/science.1102210.PubMedView ArticleGoogle Scholar
- Mita K, Morimyo M, Okano K, Koike Y, Nohata J, Kawasaki H, Kadono-Okuda K, Yamamoto K, Suzuki MG, Shimada T, Goldsmith MR, Maeda S: The construction of an EST database for Bombyx mori and its application. Proc Natl Acad Sci USA. 2003, 100: 14121-14126. 10.1073/pnas.2234984100.PubMed CentralPubMedView ArticleGoogle Scholar
- Yamamoto K, Narukawa J, Kadono-Okuda K, Nohata J, Sasanuma M, Suetsugu Y, Banno Y, Fujii H, Goldsmith MR, Mita K: Construction of a single nucleotide polymorphism linkage map for the silkworm, Bombyx mori, based on BAC end-sequences. Genetics. 2006, 173: 151-161. 10.1534/genetics.105.053801.PubMed CentralPubMedView ArticleGoogle Scholar
- Shizuya H, Birren B, Kim UJ, Mancino V, Slepak T, Tachiiri Y, Simon M: Cloning and stable maintenance of 300-kilobase-pair fragments of human DNA in Escherichia coli using an F-factor-based vector. Proc Natl Acad Sci USA. 1992, 89: 8794-8797. 10.1073/pnas.89.18.8794.PubMed CentralPubMedView ArticleGoogle Scholar
- Kim UJ, Shizuya H, de Jong PJ, Birren B, Simon M: Stable propagation of cosmid sized human DNA inserts in an F factor based vector. Nucleic Acids Res. 1992, 20: 1083-1085. 10.1093/nar/20.5.1083.PubMed CentralPubMedView ArticleGoogle Scholar
- Burke DT, Carle GF, Olson MV: Cloning of large segments of exogenous DNA into yeast by means of artificial chromosome vectors. Science. 1987, 236: 806-812. 10.1126/science.3033825.PubMedView ArticleGoogle Scholar
- Collins J, Hohn B: A Type of Plasmid Gene-Cloning Vector that is Packageable in vitro in Bacteriophage lambda Heads. Proc Natl Acad Sci USA. 1978, 75: 4242-4246. 10.1073/pnas.75.9.4242.PubMed CentralPubMedView ArticleGoogle Scholar
- Venter JQ, Smith MB, Hood L: A new strategy for genome sequencing. Nature. 1996, 381: 364-366. 10.1038/381364a0.PubMedView ArticleGoogle Scholar
- Marra MA, Kucaba TA, Dietrich NL, Green ED, Brownstein B, Wilson RK, McDonald KM, Hillier LW, McPherson JD, Waterston RH: High throughput fingerprint analysis of large-insert clones. Genome Res. 1997, 7: 1072-1082.PubMed CentralPubMedGoogle Scholar
- Mahairas GG, Wallace JC, Smith K, Swartzell S, Holzman T, Keller A, Shaker R, Furlong J, Young J, Zhao S, Adams MD, Hood L: Sequence-tagged connectors: a sequence approach to mapping and scanning the human genome. Proc Natl Acad Sci USA. 1999, 96: 9739-9744. 10.1073/pnas.96.17.9739.PubMed CentralPubMedView ArticleGoogle Scholar
- Ren C, Lee MK, Yan B, Ding K, Cox B, Romanov MN, Price JA, Dodgson JB, Zhang HB: A BAC-based physical map of the chicken genome. Genome Res. 2003, 13: 2754-2758. 10.1101/gr.1499303.PubMed CentralPubMedView ArticleGoogle Scholar
- Osoegawa K, Mammoser AG, Wu C, Frengen E, Zeng C, Catanese JJ, de Jong PJ: A bacterial artificial chromosome library for sequencing the complete human genome. Genome Res. 2001, 11: 483-496. 10.1101/gr.169601.PubMed CentralPubMedView ArticleGoogle Scholar
- Osoegawa K, Tateno M, Woon PY, Frengen E, Mammoser AG, Catanese JJ, Hayashizaki Y, de Jong PJ: Bacterial artificial chromosome libraries for mouse sequencing and functional analysis. Genome Res. 2000, 10: 116-128.PubMed CentralPubMedGoogle Scholar
- Osoegawa K, Zhu B, Shu CL, Ren T, Cao Q, Vessere GM, Lutz MM, Jensen-Seaman MI, Zhao S, de Jong PJ: BAC resources for the rat genome project. Genome Res. 2004, 14: 780-785. 10.1101/gr.2033904.PubMed CentralPubMedView ArticleGoogle Scholar
- Lee MK, Ren CW, Yan B, Cox B, Zhang HB, Romanov MN, Sizemore FG, Suchyta SP, Peters E, Dodgson JB: Construction and characterization of three BAC libraries for analysis of the chicken genome. Anim Genet. 2003, 34: 151-152. 10.1046/j.1365-2052.2003.00965_5.x.PubMedView ArticleGoogle Scholar
- Fahrenkrug SC, Rohrer GA, Freking BA, Smith TP, Osoegawa K, Shu CL, Catanese JJ, de Jong PJ: A porcine BAC library with tenfold genome coverage: a resource for physical and genetic map integration. Mamm Genome. 2001, 12: 472-474. 10.1007/s003350020015.PubMedView ArticleGoogle Scholar
- Ammiraju JS, Luo M, Goicoechea JL, Wang W, Kudrna D, Mueller C, Talag J, Kim H, Sisneros NB, Blackmon B, Fang E, Tomkins JB, Brar D, MacKill D, McCouch S, Kurata N, Lambert G, Galbraith DW, Arumuganathan K, Rao K, Walling JG, Gill N, Yu Y, SanMiguel P, Soderlund C, Jackson S, Wing RA: The Oryza bacterial artificial chromosome library resource: construction and analysis of 12 deep-coverage large-insert BAC libraries that represent the 10 genome types of the genus Oryza. Genome Res. 2006, 16: 140-147. 10.1101/gr.3766306.PubMed CentralPubMedView ArticleGoogle Scholar
- Mozo T, Dewar K, Dunn P, Ecker JR, Fischer S, Kloska S, Lehrach H, Marra M, Martienssen R, Meier-Ewert S, Altmann T: A complete BAC-based physical map of the Arabidopsis thaliana genome. Nat Genet. 1999, 22: 271-275. 10.1038/10334.PubMedView ArticleGoogle Scholar
- Budiman MA, Mao L, Wood TC, Wing RA: A deep-coverage tomato BAC library and prospects toward development of an STC framework for genome sequencing. Genome Res. 2000, 10: 129-136.PubMed CentralPubMedGoogle Scholar
- Shultz J, Yesudas C, Yaegashi S, Afzal A, Kazi S, Lightfoot D: Three minimum tile paths from bacterial artificial chromosome libraries of the soybean (Glycine max cv. 'Forrest'): tools for structural and functional genomics. Plant Methods. 2006, 2: 9-10.1186/1746-4811-2-9.PubMed CentralPubMedView ArticleGoogle Scholar
- Shultz JL, Kurunam D, Shopinski K, Iqbal MJ, Kazi S, Zobrist K, Bashir R, Yaegashi S, Lavu N, Afzal AJ, Yesudas CR, Kassem MA, Wu C, Zhang HB, Town CD, Meksem K, Lightfoot DA: The Soybean Genome Database (SoyGD): a browser for display of duplicated, polyploid, regions and sequence tagged sites on the integrated physical and genetic maps of Glycine max. Nucleic Acids Res. 2006, 34: D758-65. 10.1093/nar/gkj050.PubMed CentralPubMedView ArticleGoogle Scholar
- Hoskins RA, Nelson CR, Berman BP, Laverty TR, George RA, Ciesiolka L, Naeemuddin M, Arenson AD, Durbin J, David RG, Tabor PE, Bailey MR, DeShazo DR, Catanese J, Mammoser A, Osoegawa K, de Jong PJ, Celniker SE, Gibbs RA, Rubin GM, Scherer SE: A BAC-based physical map of the major autosomes of Drosophila melanogaster. Science. 2000, 287: 2271-2274. 10.1126/science.287.5461.2271.PubMedView ArticleGoogle Scholar
- Kelley JM, Field CE, Craven MB, Bocskai D, Kim UJ, Rounsley SD, Adams MD: High throughput direct end sequencing of BAC clones. Nucleic Acids Res. 1999, 27: 1539-1546. 10.1093/nar/27.6.1539.PubMed CentralPubMedView ArticleGoogle Scholar
- Zhao S: Human BAC ends. Nucleic Acids Res. 2000, 28: 129-32. 10.1093/nar/28.1.129.PubMed CentralPubMedView ArticleGoogle Scholar
- Zhao S: A comprehensive BAC resource. Nucleic Acids Res. 2001, 29: 141-3. 10.1093/nar/29.1.141.PubMed CentralPubMedView ArticleGoogle Scholar
- Shultz JL, Kazi S, Bashir R, Afzal JA, Lightfoot DA: The development of BAC-end sequence-based microsatellite markers and placement in the physical and genetic maps of soybean. Theor Appl Genet. 2007, 114: 1081-1090. 10.1007/s00122-007-0501-9.PubMedView ArticleGoogle Scholar
- Hong YS, Hogan JR, Wang X, Sarkar A, Sim C, Loftus BJ, Ren C, Huff ER, Carlile JL, Black K, Zhang HB, Gardner MJ, Collins FH: Construction of a BAC library and generation of BAC end sequence-tagged connectors for genome sequencing of the African malaria mosquito Anopheles gambiae. Mol Genet Genomics. 2003, 268: 720-8.PubMedGoogle Scholar
- The BACPAC resources website. [http://bacpac.chori.org/bombyx96.htm]
- The Laboratory for Plant Genomics and GENEfinder Genomic Resource of Texas A&M University. [http://hbz7.tamu.edu/index.htm]
- Gage LP: The Bombyx mori genome analysis by DNA reassociation kinetics. Chromosoma. 1974, 45: 27-42. 10.1007/BF00283828.PubMedView ArticleGoogle Scholar
- RepeatMasker. [http://www.repeatmasker.org]
- Benson DA, Karsch-Mizrachi I, Lipman DJ, Ostell J, Wheeler DL: GenBank. Nucleic Acids Res. 2005, 33: D34-D38. 10.1093/nar/gki063.PubMed CentralPubMedView ArticleGoogle Scholar
- Bao Z, Eddy EM: Automated De Novo Identification of Repeat Sequence Families in Sequenced Genomes. Genome Res. 2002, 8: 1269-1276. 10.1101/gr.88502.View ArticleGoogle Scholar
- Altschul SF, Madden TL, Schaffer AA: Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res. 1997, 25: 3389-3402. 10.1093/nar/25.17.3389.PubMed CentralPubMedView ArticleGoogle Scholar
- Wu CC, Nimmakayala P, Santos FA, Springman R, Scheuring C, Meksem K, Lightfoot DA, Zhang HB: Construction and characterization of a soybean bacterial artificial chromosome library and use of multiple complementary libraries for genome physical mapping. Theor Appl Genet. 2004, 109: 1041-50. 10.1007/s00122-004-1712-y.PubMedView ArticleGoogle Scholar
- Ovchinnikov I, Troxel AB, Swergold GD: Genomic characterization of recent human LINE-1 insertions: evidence supporting random insertion. Genome Res. 2001, 11: 2050-2058. 10.1101/gr.194701.PubMed CentralPubMedView ArticleGoogle Scholar
- International Human Genome Sequencing Consortium: Initial sequencing and analysis of the human genome. Nature. 2001, 409: 860-921. 10.1038/35057062.View ArticleGoogle Scholar
- Mouse Genome Sequencing Consortium: Initial sequencing and comparative analysis of the mouse genome. Nature. 2002, 420: 520-562. 10.1038/nature01262.View ArticleGoogle Scholar
- Smit AF: Interspersed repeats and other mementos of transposable elements in mammalian genomes. Curr Opin Genet Dev. 1999, 9: 657-63. 10.1016/S0959-437X(99)00031-3.PubMedView ArticleGoogle Scholar
- Hackenberg M, Bernaola-Galván P, Carpena P, Oliver JL: The biased distribution of Alus in human isochors might be driven by recombination. J Mol Evol. 2005, 60: 365-377. 10.1007/s00239-004-0197-2.PubMedView ArticleGoogle Scholar
- Traut W, Marec F: Sex chromosome differentiation in some species of Lepidoptera (insecta). Chromosome Res. 1997, 5: 283-291. 10.1023/B:CHRO.0000038758.08263.c3.PubMedView ArticleGoogle Scholar
- Abe H, Mita K, Yasukochi Y, Oshiki T, Shimada T: Retrotransposable elements on the W chromosome of the silkworm, Bombyx mori. Cytogenet Genome Res. 2005, 110: 144-151. 10.1159/000084946.PubMedView ArticleGoogle Scholar
- Sahara K, Marec F, Eickhoff U, Traut W: Moth sex chromatin probed by comparative genomic hybridization (CGH). Genome. 2003, 46: 339-342. 10.1139/g03-003.PubMedView ArticleGoogle Scholar
- Osoegawa K, Vessere GM, Li Shu C, Hoskins RA, Abad JP, de Pablos B, Villasante A, de Jong PJ: BAC clones generated from sheared DNA. Genomics. 2007, 89: 291-299. 10.1016/j.ygeno.2006.10.002.PubMed CentralPubMedView ArticleGoogle Scholar
- Koike Y, Mita K, Suzuki MG, Maeda S, Abe H, Osoegawa K, deJong PJ, Shimada T: Genomic sequence of a 320-kb segment of the Z chromosome of Bombyx mori containing a kettin ortholog. Mol Genet Genomics. 2003, 269: 137-149.PubMedGoogle Scholar
- Ewing B, Hillier L, Wendl MC, Green P: Base-calling of automated sequencer traces using phred. I. Accuracy assessment. Genome Res. 1998, 8 (3): 175-185.PubMedView ArticleGoogle Scholar
- Ewing B, Green P: Base-calling of automated sequencer traces using phred. II. Error probabilities. Genome Res. 1998, 8: 186-194.PubMedView ArticleGoogle Scholar
- Frengen E, Weichenhan D, Zhao B, Osoegawa K, van Geel M, de Jong PJ: A modular positive selection bacterial artificial chromosome vector with multiple cloning sites. Genomics. 1999, 58: 250-253. 10.1006/geno.1998.5693.PubMedView ArticleGoogle Scholar
- Kim UJ, Birren BW, Slepak T, Mancino V, Boysen C, Kang HL, Simon MI, Shizuya H: Construction and Characterization of a Human Bacterial Artificial Chromosome Library. Genomics. 1996, 34: 213-218. 10.1006/geno.1996.0268.PubMedView ArticleGoogle Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.