The non-isospectral sine-Gordon equation with self-consistent sources is derived. Its solutions are obtained by means of Hirota method and Wronskian technique, respectively. Non-isospectral dynamics including one-soliton characteristics, two-soliton scattering, and ghost solitons, are investigated.