A highly-sensitive, low-noise Thomson scattering apparatus has been developed. Measurements of electron densities of less than 1×1018 m-3 were performed using GaAs(Cs) photomultipliers with a quantum efficiency of over 10%, a light guide system with a high transmittance and a 6 J ruby laser. Detecting the scattered light with longer wavelength than that of the ruby laser protects the signal from disturbance by the plasma light, especially by the Hα line. The time evolutions of the electron temperature and the density profiles of the elongated plasma in the non-circular tokamak TNT-A are presented in this paper.