Thanks to visit codestin.com
Credit goes to link.springer.com

Skip to main content
Log in

QTL mapping of ten agronomic traits on the soybean (Glycine max L. Merr.) genetic map and their association with EST markers

  • Original Paper
  • Published:
Theoretical and Applied Genetics Aims and scope Submit manuscript

Abstract

A set of 184 recombinant inbred lines (RILs) derived from soybean vars. Kefeng No.1 × Nannong 1138-2 was used to construct a genetic linkage map. The two parents exhibit contrasting characteristics for most of the traits that were mapped. Using restricted fragment length polymorphisms (RFLPs), simple sequence repeats (SSRs) and expressed sequence tags (ESTs), we mapped 452 markers onto 21 linkage groups and covered 3,595.9 cM of the soybean genome. All of the linkage groups except linkage group F were consistent with those of the consensus map of Cregan et al. (1999). Linkage group F was divided into two linkage groups, F1 and F2. The map consisted of 189 RFLPs, 219 SSRs, 40 ESTs, three R gene loci and one phenotype marker. Ten agronomic traits—days to flowering, days to maturity, plant height, number of nodes on main stem, lodging, number of pods per node, protein content, oil content, 100-seed weight, and plot yield—were studied. Using winqtlcart, we detected 63 quantitative trait loci (QTLs) that had LOD>3 for nine of the agronomic traits (only exception being seed oil content) and mapped these on 12 linkage groups. Most of the QTLs were clustered, especially on groups B1 and C2. Some QTLs were mapped to the same loci. This pleiotropism was common for most of the QTLs, and one QTL could influence at most five traits. Seven EST markers were found to be linked closely with or located at the same loci as the QTLs. EST marker GmKF059a, encoding a repressor protein and mapped on group C2, accounted for about 20% of the total variation of days to flowering, plant height, lodging and nodes on the main stem, respectively.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from £29.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price includes VAT (United Kingdom)

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  • Akkaya MS, Shoemaker RC, Specht JE, Bhagwat AA, Cregan PB (1995) Integration of simple sequence repeat DNA markers into a soybean linkage map. Crop Sci 35:1439–1445

    CAS  Google Scholar 

  • Altschul SF, Madden TL, Schaffer AA, Zhang J, Zhang Z, Miller W, Lipman DJ (1997) Gapped BLAST and PSI-BLAST: a new generation of protein database search programs. Nucleic Acids Res 25:3389–3402

    PubMed  Google Scholar 

  • Basten CJ, Weir BS, Zeng Z-B (1994) zmap—a QTL cartographer. In: Smith C, Gavora JS, Benkel B, Chesnais J, Fairfull W, Gibson JP, Kennedy BW, Burnside EB (eds) Proc 5th World Congr Genet Appl Livestock Prod: Computing Strategies Software. Organizing Committee, 5th World Congress on Genetics Applied to Livestock Production, Guelph, Ont., vol 22, pp 65–66

  • Bernard RL (1971) Two genes for time of flowering and maturity in soybean Crop Sci 11:242–244

    Google Scholar 

  • Brummer EC, Graef GL, Orf J, Wilcox JR, Shoemaker RC (1997) Mapping QTL fro seed protein and oil content in eight soybean populations. Crop Sci 37:370–378

    Google Scholar 

  • Cregan PB, Jarvik T, Bush AL, et al. (1999) An integrated genetic linkage map of the soybean genome. Crop Sci 39:1464–1490

    CAS  Google Scholar 

  • Diers BW, Keim P, Fehr WR, Shoemaker RC (1992) RFLP analysis of soybean seed protein and oil content. Theor Appl Genet 83:608–612

    Google Scholar 

  • He CY, Tian AG, Zhang JS, Zhang ZY, Chen SY (2003) Isolation and characterization of a full-length resistance gene homolog from soybean. Theor Appl Genet 106:786–793

    CAS  PubMed  Google Scholar 

  • Hoecka JA, Fehr WR, Shoemaker RC, Welkea GA, Johnson SL, Cianzioa SR (2003) Molecular marker analysis of seed size in soybean. Crop Sci 43:68–74

    Google Scholar 

  • Keim P, Diers BW, Olson TC, Shoemaker RC (1990) RFLP mapping in soybean: association between marker loci and variation in quantitative traits. Genetics 126:735–742

    CAS  PubMed  Google Scholar 

  • Keim P, Schupp JM, Travis SE, et al. (1997) A high-density soybean genetic map based on AFLP markers. Crop Sci 37:537–543

    CAS  Google Scholar 

  • Lander ES, Green P, Abrahamson J, Barlow A, Daly MJ, Lincoln SE, Newburg L (1987) mapmaker: an interactive computer package for constructing genetic linkage maps of experimental and natural populations. Genomics 1:174–181

    CAS  PubMed  Google Scholar 

  • Lark KG, Weisemann JM, Matthews BF, Palmer R, Chase K, Macalma T (1993) A genetic map of soybean (Glycine max L.) using an intraspecific cross of two cultivars: Minsoy and Noir 1. Theor Appl Genet 86:901–906

    CAS  Google Scholar 

  • Lark KG, Chase K, Adler F, Mansur LM, Orf JH (1995). Interactions between quantitative trait loci in soybean in which trait variation at one locus is conditional upon a specific allele at another. Proc Natl Acad Sci USA 92:4656–4660

    CAS  PubMed  Google Scholar 

  • Lee SH, Bailey MA, Mian MAR, Shipe ER, Ashley DA, Parrot WA, Hussey RS, Boerma HR (1996) Identification of quantitative trait loci for plant height, lodging, and maturity in a soybean population segregating for growth habit. Theor Appl Genet 92:516–523

    Article  CAS  Google Scholar 

  • Lincoln SE, Lander SL (1993) mapmaker/exp 3.0 and mapmaker/qtl 1.1. Technical report. Whitehead Institute of Medical Research, Cambridge, Mass.

  • Liu F, Zhuang B-C, Zhang J-S, Chen S-Y (2000) Construction and analysis of soybean genetic map. Acta Bot Sin 27:1018–1026

    CAS  Google Scholar 

  • Mansur LM, Lark KG, Kross HK, Oliveira L (1993) Interval mapping of quantitative trait loci for reproductive, morphological, and seed traits of soybean (Glycine max L.) Theor Appl Genet 86:907–913

    Google Scholar 

  • Mansur LM, Orf JH, Chase K, Jarvik T, Cregan PB, Lark KG (1996) Genetic mapping of agronomic traits using recombinant inbred lines of soybean. Crop Sci 36:1327–1336

    CAS  Google Scholar 

  • Matthews BF, Devine TE, Weisemann JM, Beard HS, Lewers KS, McDonald MH, Park Y-B, Maiti R, Lin J-J, Kuo J, Pedroni MJ, Cregan PB, Saunders JA (2001) Incorporation of sequenced cDNA and genomic markers into the soybean genetic map. Crop Sci 41:516–521

    CAS  Google Scholar 

  • Mian MAR, Bailey MA, Tamulonis JP, Shipe ER, Carter TE, Parrott JWA, Ashley DA, Hussey RS, Boerma HR (1996) Molecular markers associated with seed weight in two soybean populations. Theor Appl Genet 93:1011–1016

    CAS  Google Scholar 

  • Mian MAR, Ashly DA, Vencil WK, Boerma HR (1998) QTLs conditioning early growth in a soybean population segregating for growth habit. Theor Appl Genet 97:1210–1216

    Article  CAS  Google Scholar 

  • Muehlbauer GJ, Staswick PE, Specht JE, Graef GL, Shoemaker RC, Keim P (1991) RFLP mapping using near-isogenic lines in the soybean [Glycine max (L.) Merr.]. Theor Appl Genet 81:189–198

    Google Scholar 

  • Orf JH, Chase K, Adler FR, Mansur LM, Lark KG (1999) Genetics of soybean agronomic traits: II. Interactions between yield quantitative trait loci in soybean. Crop Sci 39:1652–1657

    Google Scholar 

  • Shoemaker RC, Olson TC (1993) Molecular linkage map of soybean (Glycine max L. Merr.). In: O’Brien SJ (ed) Genetic maps: locus maps of complex genomes. Cold Spring Harbor Press, Cold Spring Harbor, pp 6.131–6.138

  • Shoemaker RC, Specht JE (1995) Integration of the soybean molecular and classical genetic linkage groups. Crop Sci 35:436–446

    CAS  Google Scholar 

  • Song W, Solimeo H, Rupert RA, Yadav NS, Zhu Q (2002) Functional dissection of a rice Dr1/DrAp1 transcriptional repression complex Plant Cell 14:181–195

    Google Scholar 

  • Specht JE, Chase K, Macrander M, Graef GL, Chung JU, Markwell JP, Germann M, Orf JH, Lark KG (2001) Soybean response to water: a QTL analysis of drought tolerance. Crop Sci 41:493–509

    CAS  Google Scholar 

  • Tanksley SD, Nelson JC (1996) Advanced backcross QTL analysis in a cross between an elite proceeding line of tomato and its wild relative L. pimpinellifolium. Theor. Appl. Genet. 92:213–224

    Google Scholar 

  • Tasma IM, Lorenzen LL, Green DE, Shoemaker RC (2001) Mapping genetic loci for flowering times, maturity and photoperiod insensitivity in soybean. Mol Breed 8:25–35

    Article  CAS  Google Scholar 

  • Wang SC, Basten, CJ, Zeng ZB (2001) windows qtl cartographer, ver. 1.21. Department of Statistics, N.C. State University, Raleigh, N.C.

  • Wang YJ (2001) Establishment and adjustment of RIL population and its application to map construction, mapping genes resistant to SMV and QTL analysis of agronomic and quality traits in soybeans. PhD thesis, Nanjing Agricultural University, China

  • Wu XL, He CY, Wang YJ, Zhang ZY, Dongfang Y, Zhang JS, Chen SY, Gai JY (2001) Construction and analysis of a genetic linkage map of soybean. Acta Genet Sin 28:1051–1061

    CAS  PubMed  Google Scholar 

  • Yamanaka N, Ninomiya S, Hoshi M, Tsubokura Y, Yano M, Nagamura Y, Sasaki T, Harada K (2001) An informative linkage map of soybean reveals QTLs for flowering time, leaflet morphology and regions of segregation distortion. DNA Res 8:61–72

    CAS  PubMed  Google Scholar 

  • Yuan J, Njiti VN, Meksem K, Iqbal MJ, Triwitayakorn K, Kassem MA, Davis GT Schmidt ME, Lightfoot DA (2002) Quantitative trait loci in two soybean recombinant inbred line populations segregating for yield and disease resistance. Crop Sci 42:271–277

    CAS  PubMed  Google Scholar 

  • Zeng ZB (1993) Theoretical basis of separation of multiple linked gene effects on mapping quantitative trait loci. Proc Natl Acad Sci USA 90:10972–10976

    CAS  PubMed  Google Scholar 

  • Zhang DS, Dong W, Hui DW, Chen SY, Zhuang BC (1997) Construction of a soybean linkage map using an F2 hybrid population from a cultivated variety and a semi-wild soybean. Chin Sci Bull 42:1326–1330

    Google Scholar 

Download references

Acknowledgements

This work was supported by National 973 project (G1998010209 and 2002CB111301) and National High Technology Program (2002AA211051).

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to J.-Y. Gai or S.-Y. Chen.

Additional information

Communicated by H.F. Linskens

W.-K. Zhang, Y.-J. Wang and G.-Z. Luo contributed equally to this investigation.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Zhang, WK., Wang, YJ., Luo, GZ. et al. QTL mapping of ten agronomic traits on the soybean (Glycine max L. Merr.) genetic map and their association with EST markers. Theor Appl Genet 108, 1131–1139 (2004). https://doi.org/10.1007/s00122-003-1527-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue date:

  • DOI: https://doi.org/10.1007/s00122-003-1527-2

Keywords