  Motivated by the emerging possibilities to study threshold pion
electroproduction at large momentum transfers at Jefferson Laboratory following
the 12 GeV upgrade, we provide a short theory summary and an estimate of the
nucleon axial form factor for large virtualities in the $Q^2 =
1-10~\text{GeV}^2$ range using next-to-leading order light-cone sum rules.
