Recently, Zheng et al. (2005) found evidence for an overdensity of galaxies around a radio-loud quasar, SDSS J0836+0054, at z=5.8 (a five arcmin$^2$ region). We have examined our deep optical imaging data (B, V, r, i, z, and NB816) taken with the Suprime-Cam on the Subaru Telescope. The NB816 narrow-band filter (lambda_c = 815 nm and $Deltalambda = 12$ nm) is suitable for searching for Ly$alpha$ emitters at $zapprox 5.7$. We have found a new strong Ly$alpha$ emitter at $z approx 5.7$ close to object B identified by Zheng et al. Further, the non detection of the nine objects selected by Zheng et al. (2005) in our B, V, and r images provides supporting evidence that they are high-z objects.