Thermal conductivity (λ) of the Lennard-Jones liquid in cylindrical nanochannels has been determined using the Green-Kubo (GK) approach in equilibrium Molecular Dynamics simulations. Good convergence of λ(τ ) has been observed along the nanochannel's axis where the periodic boundary conditions are applied. However, it has been found that the estimation of limiting value of λ(τ ) in the transverse direction, where walls confine the liquid, is ambiguous.