[adegenet-forum] inbreeding coefficient with GBS-SNPs data

Julie Jacquemin Julie.Jacquemin at uni-hohenheim.de
Thu May 21 14:09:02 CEST 2015


Hello,

I am trying to calculate inbreeding coefficients for each individual for 
my different subpopulations. I have thousands of SNPs data, from 
Genotyping-by-sequencing. I tried to use the function inbreeding in 
Adegenet but i'm not certain about the results.
Here is the command i used and one of my structure file is attached.

genind_obj <- 
read.structure(file="data.stru",n.ind=21,n.loc=6583,onerowperind=FALSE,col.lab=1,col.pop=2,row.marknames=1,NA.char="-9",missing="NA")

tempcebe <- inbreeding (genind_obj, N=300)
Fmeandistricebe <- sapply(tempcebe, mean)

#and to have the mean over the whole subpopulation
mean(Fmeandistricebe)

My problem is that i obtain, for all my subpopulations (i had three 
differents) but also when i run it for the global population, always 
values of F ~ 0,5, for all individuals and for the general mean of 
course. Also two of my colleagues used the same procedure on their GBS 
dataset for completely other species, and they also obtain always F very 
close to 0,5. So i'm thinking they may be an artifact and 0,5 is not the 
real value i should observe.

I also tried with different values for N (nothing changed) and with 
returning the likelihood function
tempcebe <- inbreeding (genind_obj, N=100, res.type="function")
And here i only obtained warnings
(1: In mean.default(X[[1L]], ...) :
   argument is not numeric or logical: returning NA
2: In mean.default(X[[2L]], ...) :
   argument is not numeric or logical: returning NA
...)

and only NA values were returned for all individuals.

I would be glad to have your comments on this problem. Does this 0,5 
recurrent value seem normal? Is the inbreeding function not adapted for 
NGS data with big number of loci? Or is it a problem with the missing 
values? Unfortunately with GBS i can not avoid those, i don't have any 
locus with 0 missing values...Would you suggest anything?

Thanks in advance for your help

Best

Julie





-- 
Julie Jacquemin, PhD.
Post-doc
Crop Biodiversity and Breeding Informatics Group (350b)
Institute of Plant Breeding, Seed Science and Population Genetics
University of Hohenheim
Fruwirthstrasse 21, Room 0.25
D-70599 Stuttgart
Phone: +49-711-459 24437
jjacquem at uni-hohenheim.de

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