Abstract This study identified QTLs influencing seed
quality characters in a cross of two early maturing soy-
bean (Glycine max [L.] Merr.) cultivars (Ma.Belle and
Proto) adapted to the short growing seasons of Central
Europe. A molecular linkage map was constructed by us-
ing 113 SSR, 6 RAPD and 1 RFLP markers segregating
in 82 individuals of an F
2
population. The map consists
of 23 linkage groups and corresponds well to previously
published soybean maps. Using phenotypic data of
the F
2
-derived lines grown in five environments, four
markers for protein content, three for oil content and
eight for seed weight were identified. Four from fifteen
seed quality QTL-regions identified in the present study
were also found by other authors. Markers associated
with seed weight QTLs were consistent across all envi-
ronments and proved to have effects large enough to be
useful in a marker-assisted breeding program, whereas
protein and oil QTLs showed environmental interactions.
Keywords Glycine max (L.) · SSR · RAPD · RFLP ·
Marker-assisted selection
Introduction
Soybean [Glycine max (L.) Merr., 2n=2x=40] is one of the
World’s major crops grown for seed protein and oil con-
tent. In Asia it is used mainly for its protein content in hu-
man consumption. In North America, it is used mostly for
animal feed and for oil production (Smith and Huyser
1987). In Europe it is almost exclusively grown for its pro-
tein content to feed livestock. However, soybean varieties
of early maturity groups adapted to short-season growing
conditions of Central Europe have a lower average protein
content than available on the world market (Vollmann et al.
2000). Therefore, to improve the competitive value of Aus-
trian grown soybean varieties, increasing the seed protein
content of adapted germplasm is highly desirable.
Recent developments in the use of molecular markers
can make plant breeding more efficient (Paterson et al.
1991). Marker-aided selection (Lande and Thompson
1990) can serve as a tool to substantially increase the
efficiency of selecting appropriate genotypes. The first
molecular genetic maps of soybean were constructed
using different kinds of parents and segregating popula-
tions. Shoemaker and Olson (1993) used an interspecific
cross between Glycine max and Glycine soja, Lark et al.
(1993) used recombinant inbred lines from a cross
between Minsoy and Noir, and Muehlbauer et al. (1991)
used near-isogenic lines (NILs) between the varieties
Clark and Harosoy. Meanwhile, a large number of reports
on the molecular mapping of characters such as seed pro-
tein and oil content (Diers et al. 1992; Mansur et al. 1993,
1996; Lark et al. 1994; Lee et al. 1996; Brummer et al.
1997; Qiu et al. 1999) shows the great interest for using
molecular markers in soybean breeding.
In this study, molecular markers associated with seed
quality characters were identified in a segregating soy-
bean population of the early maturity gene pool. As a
first step a molecular-marker map was established and
compared with the already published maps. Microsatel-
lite markers, frequently referred to as simple sequence
repeats (SSRs), were used in constructing the core map.
Such a map can later be saturated by other markers such
as RFLPs, RAPDs and AFLPs. In a second step, markers
associated with seed protein content, oil content and seed
weight were identified by means of a single-marker ap-
proach and interval mapping.
Communicated by J.W. Snape
G. Csanádi · G. Stift · T. Lelley (
✉
)
Department of Plant Biotechnology,
Institute for Agrobiotechnology, Konrad Lorenz Strasse 20,
A-3430 Tulln, Austria
e-mail: lelley@ifa-tulln.ac.at
Tel.: +43 2272/66280 204
J. Vollmann
Department of Plant Breeding,
University of Agricultural Sciences Vienna,
Gregor Mendel Strasse 33, A-1180 Vienna, Austria
Present address:
G. Csanádi, Department of Biotechnology, University of Szeged,
Temesvari krt. 62, H-6726 Szeged, Hungary
Theor Appl Genet (2001) 103:912–919 © Springer-Verlag 2001
ORIGINAL ARTICLE
G. Csanádi · J. Vollmann · G. Stift · T. Lelley
Seed quality QTLs identified in a molecular map
of early maturing soybean
Received: 9 October 2000 / Accepted: 26 February 2001