It is possible to use pandas HDFStore to concatenate data frames in axis 1?

Question

Can I use pandas \'HDFStore\' to concatenate larges data frames in axis 1? Instead of axis 0? axis 1:

    df1  df2
d    2   4
e    4   2
v    6   5
s    1   1