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The Multiple Factor Hypothesis

In the years following the rediscovery of Mendel's work, the idea that a number Mendelian factors are necessary to explain the inheritance of many QTs became commonplace. Precisely the same experiments supporting this conclusion in those days are common today. Two inbred lines (e.g. of mice) with very different QT levels, say H for high, and L for low, are crossed, resulting in an generation which may have high, low or intermediate phenotypic values. Then an intercross is conducted and we often find that few if any of the resulting progeny exhibit QT values as high, say, as the H parental line. If the H-L difference was determined by a single segregating locus, we would expect 1/4 of the progeny to be H; if two independently segregating loci, 1/16; and so on. Suppose that we had 400 progeny, and none possessed as high QT values as those in the H parental line; what could be going on? A natural answer is that there are likely to be at least 4, 5 or maybe more segregating loci, leading to 1/256, 1/1024 .. of the individuals with the genotype of the H line. Of course the real story may be much more complicated: there may be complementary or interacting loci, partial dominance, or one of many more possibilities such as sex-specific effects, effects depending on the sex of the parent passing on an allele, and so on. Even in such a simple thing as an intercross between two pure lines, it is no easy task to determine how many loci must be involved, and in what way, to explain the differences in a QT.

Let's look at some classic data of East (1916) on corolla length in varieties of Nicotiana longiflora, a member of the genus that includes tobacco plants. It illustrates the points I have just made. Two varieties, 383 and 330 exhibited large differences in corolla length, and their gave plants with intermediate lengths.

The main message of this table is that in neither of the generations (well over 400 progeny) do we see phenotypes as extreme as those in the 383 line.

Although we do not have time to document the assertion fully, we can say that it is now widely believed that the inheritance of QTs can be adequately explained by multiple unlinked or linked Mendelian factors, not in any fundamental way different from those that are invoked to explain qualitative traits. We turn now to modern efforts to map QT loci (QTL).



next up previous
Next: Mapping QTL: preliminaries Up: Stat 260: Statistics Previous: Johannsen and pure



Simon Cawley
Mon Apr 20 19:59:26 PDT 1998