Home LiteratureArticle Details
PMID: 27354512 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Analysis of tandem gene copies in maize chromosomal regions reconstructed from long sequence reads.

Dong J, Feng Y, Kumar D, Zhang W, Zhu T, Luo MC, Messing J

Abstract

Haplotype variation not only involves SNPs but also insertions and deletions, in particular gene copy number variations. However, comparisons of individual genomes have been difficult because traditional sequencing methods give too short reads to unambiguously reconstruct chromosomal regions containing repetitive DNA sequences. An example of such a case is the protein gene family in maize that acts as a sink for reduced nitrogen in the seed. Previously, 41-48 gene copies of the alpha zein gene family that spread over six loci spanning between 30- and 500-kb chromosomal regions have been described in two Iowa Stiff Stalk (SS) inbreds. Analyses of those regions were possible because of overlapping BAC clones, generated by an expensive and labor-intensive approach. Here we used single-molecule real-time (Pacific Biosciences) shotgun sequencing to assemble the six chromosomal regions from the Non-Stiff Stalk maize inbred W22 from a single DNA sequence dataset. To validate the reconstructed regions, we developed an optical map (BioNano genome map; BioNano Genomics) of W22 and found agreement between the two datasets. Using the sequences of full-length cDNAs from W22, we found that the error rate of PacBio sequencing seemed to be less than 0.1% after autocorrection and assembly. Expressed genes, some with premature stop codons, are interspersed with nonexpressed genes, giving rise to genotype-specific expression differences. Alignment of these regions with those from the previous analyzed regions of SS lines exhibits in part dramatic differences between these two heterotic groups.

Keywords
gene copy number haplotype variation maize genome shotgun DNA sequencing transposable elements
MeSH Terms
DNA, Plant/genetics Gene Dosage Genes, Plant Genome, Plant Haplotypes Sequence Analysis, DNA/methods Zea mays/genetics
Chemicals
DNA, Plant
Authors & Affiliations
7 authors, click to expand affiliations / ORCID
Dong Jiaqiang
Waksman Institute of Microbiology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854;
Feng Yaping
Waksman Institute of Microbiology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854;
Kumar Dibyendu
Waksman Institute of Microbiology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854;
Zhang Wei
Waksman Institute of Microbiology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854;
Zhu Tingting
Department of Plant Sciences, University of California, Davis, CA 95616.
Luo Ming-Cheng
Department of Plant Sciences, University of California, Davis, CA 95616.
Messing Joachim
Waksman Institute of Microbiology, Rutgers, The State University of New Jersey, Piscataway, NJ 08854; [email protected].
References (48)
48 references, click to expand
  1. Multiple sequence alignment using ClustalW and ClustalX.
    Curr Protoc Bioinformatics. 2002 Aug;Chapter 2:Unit 2.3 PMID: 18792934
  2. Change of gene structure and function by non-homologous end-joining, homologous recombination, and transposition of DNA.
    PLoS Genet. 2009 Jun;5(6):e1000516 PMID: 19521498
  3. High-throughput DNA synthesis in a multichannel format.
    Nucleic Acids Res. 1995 Mar 25;23(6):982-7 PMID: 7731813
  4. Unipro UGENE: a unified bioinformatics toolkit.
    Bioinformatics. 2012 Apr 15;28(8):1166-7 PMID: 22368248
  5. Distribution of Activator (Ac) throughout the maize genome for use in regional mutagenesis.
    Genetics. 2005 Feb;169(2):981-95 PMID: 15520264
  6. Proteome balancing of the maize seed for higher nutritional value.
    Front Plant Sci. 2014 May 30;5:240 PMID: 24910639
  7. Nonhybrid, finished microbial genome assemblies from long-read SMRT sequencing data.
    Nat Methods. 2013 Jun;10(6):563-9 PMID: 23644548
  8. Repetitive DNA and next-generation sequencing: computational challenges and solutions.
    Nat Rev Genet. 2011 Nov 29;13(1):36-46 PMID: 22124482
  9. Sequence, regulation, and evolution of the maize 22-kD alpha zein gene family.
    Genome Res. 2001 Nov;11(11):1817-25 PMID: 11691845
  10. Sequence information can be obtained from single DNA molecules.
    Proc Natl Acad Sci U S A. 2003 Apr 1;100(7):3960-4 PMID: 12651960
  11. A system for shotgun DNA sequencing.
    Nucleic Acids Res. 1981 Jan 24;9(2):309-21 PMID: 6259625
  12. The B73 maize genome: complexity, diversity, and dynamics.
    Science. 2009 Nov 20;326(5956):1112-5 PMID: 19965430
  13. Characterization of DNA methyltransferase specificities using single-molecule, real-time DNA sequencing.
    Nucleic Acids Res. 2012 Feb;40(4):e29 PMID: 22156058
  14. High-resolution genetic mapping of maize pan-genome sequence anchors.
    Nat Commun. 2015 Apr 16;6:6914 PMID: 25881062
  15. Cloning of large segments of exogenous DNA into yeast by means of artificial chromosome vectors.
    Science. 1987 May 15;236(4803):806-12 PMID: 3033825
  16. The pUC plasmids, an M13mp7-derived system for insertion mutagenesis and sequencing with synthetic universal primers.
    Gene. 1982 Oct;19(3):259-68 PMID: 6295879
  17. Whole-genome random sequencing and assembly of Haemophilus influenzae Rd.
    Science. 1995 Jul 28;269(5223):496-512 PMID: 7542800
  18. Sequence composition and genome organization of maize.
    Proc Natl Acad Sci U S A. 2004 Oct 5;101(40):14349-54 PMID: 15388850
  19. Rapid recent growth and divergence of rice nuclear genomes.
    Proc Natl Acad Sci U S A. 2004 Aug 24;101(34):12404-10 PMID: 15240870
  20. genoPlotR: comparative gene and genome visualization in R.
    Bioinformatics. 2010 Sep 15;26(18):2334-5 PMID: 20624783
  21. Gene expression of a gene family in maize based on noncollinear haplotypes.
    Proc Natl Acad Sci U S A. 2003 Jul 22;100(15):9055-60 PMID: 12853580
  22. A bacterial artificial chromosome-based framework contig map of human chromosome 22q.
    Proc Natl Acad Sci U S A. 1996 Jun 25;93(13):6297-301 PMID: 8692809
  23. PacBio sequencing of gene families - a case study with wheat gluten genes.
    Gene. 2014 Jan 10;533(2):541-6 PMID: 24144842
  24. Genetic structure and diversity among maize inbred lines as inferred from DNA microsatellites.
    Genetics. 2003 Dec;165(4):2117-28 PMID: 14704191
  25. Rapid detection of structural variation in a human genome using nanochannel-based genome mapping technology.
    Gigascience. 2014 Dec 30;3(1):34 PMID: 25671094
  26. The complete nucleotide sequence of an infectious clone of cauliflower mosaic virus by M13mp7 shotgun sequencing.
    Nucleic Acids Res. 1981 Jun 25;9(12):2871-88 PMID: 6269062
  27. Sequence analysis of zein cDNAs obtained by an efficient mRNA cloning method.
    Nucleic Acids Res. 1983 Jul 25;11(14):4891-906 PMID: 6688299
  28. Close split of sorghum and maize genome progenitors.
    Genome Res. 2004 Oct;14(10A):1916-23 PMID: 15466289
  29. Contiguous genomic DNA sequence comprising the 19-kD zein gene family from maize.
    Plant Physiol. 2002 Dec;130(4):1626-35 PMID: 12481046
  30. Steady-state transposon mutagenesis in inbred maize.
    Plant J. 2005 Oct;44(1):52-61 PMID: 16167895
  31. ExPASy: The proteomics server for in-depth protein knowledge and analysis.
    Nucleic Acids Res. 2003 Jul 1;31(13):3784-8 PMID: 12824418
  32. Differential gene expression and epiregulation of alpha zein gene copies in maize haplotypes.
    PLoS Genet. 2011 Jun;7(6):e1002131 PMID: 21731501
  33. The sequence of the human genome.
    Science. 2001 Feb 16;291(5507):1304-51 PMID: 11181995
  34. Single molecule linear analysis of DNA in nano-channel labeled with sequence specific fluorescent probes.
    Nucleic Acids Res. 2010 Oct;38(18):e177 PMID: 20699272
  35. Single-molecule sequencing of the desiccation-tolerant grass Oropetium thomaeum.
    Nature. 2015 Nov 26;527(7579):508-11 PMID: 26560029
  36. Twenty years of bacterial genome sequencing.
    Nat Rev Microbiol. 2015 Dec;13(12 ):787-94 PMID: 26548914
  37. Repbase Update, a database of repetitive elements in eukaryotic genomes.
    Mob DNA. 2015 Jun 02;6:11 PMID: 26045719
  38. Fluorescence detection in automated DNA sequence analysis.
    Nature. 1986 Jun 12-18;321(6071):674-9 PMID: 3713851
  39. Characterization of the maize endosperm transcriptome and its comparison to the rice genome.
    Genome Res. 2004 Oct;14(10A):1932-7 PMID: 15466291
  40. Uneven chromosome contraction and expansion in the maize genome.
    Genome Res. 2006 Oct;16(10):1241-51 PMID: 16902087
  41. MEGA4: Molecular Evolutionary Genetics Analysis (MEGA) software version 4.0.
    Mol Biol Evol. 2007 Aug;24(8):1596-9 PMID: 17488738
  42. Genome mapping on nanochannel arrays for structural variation analysis and sequence assembly.
    Nat Biotechnol. 2012 Aug;30(8):771-6 PMID: 22797562
  43. Rapid genome mapping in nanochannel arrays for highly complete and accurate de novo sequence assembly of the complex Aegilops tauschii genome.
    PLoS One. 2013;8(2):e55864 PMID: 23405223
  44. Dynamic transcriptome landscape of maize embryo and endosperm development.
    Plant Physiol. 2014 Sep;166(1):252-64 PMID: 25037214
  45. Organization of the prolamin gene family provides insight into the evolution of the maize genome and gene duplications in grass species.
    Proc Natl Acad Sci U S A. 2008 Sep 23;105(38):14330-5 PMID: 18794528
  46. Gene tagging with engineered Ds elements in maize.
    Methods Mol Biol. 2013;1057:83-99 PMID: 23918422
  47. Initial sequencing and analysis of the human genome.
    Nature. 2001 Feb 15;409(6822):860-921 PMID: 11237011
  48. Complementary DNA sequencing: expressed sequence tags and human genome project.
    Science. 1991 Jun 21;252(5013):1651-6 PMID: 2047873
Article Info
Journal
Proceedings of the National Academy of Sciences of the United States of America
Abbr.
Proc Natl Acad Sci U S A
ISSN
1091-6490
Published
2016-00-19
Epub
2016-00-27
Pages
7949-56
Language
English
Region
United States
NLM ID
7505876
PMCID
PMC4961126
Subset
IM
Databases
GENBANK
KX247647, KX247648, KX247649, KX247650, KX247651, KX247652
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]