In this work, we study possible hidden-bottom molecular pentaquarks P_b from coupled-channel varSigma ^{(*)}_bB^{(*)}-varLambda _bB^{(*)} interaction in the quasipotential Bethe-Salpeter equation approach. In isodoublet sector with I=1/2, with the same reasonable parameters the interaction produces seven molecular states, a state near varSigma _bB threshold with spin parity J^P=1/2^-, a state near varSigma ^*_bB threshold with 3/2^-, two states near varSigma _bB^* threshold with 1/2^- and 3/2^-, and three states near varSigma _b^*B^* threshold with 1/2^-, 3/2^-, and 5/2^-. The results suggest that three states near varSigma _b^* B^* threshold and two states near varSigma _b B^* threshold are very close, respectively, which may be difficult to distinguish in experiment without partial wave analysis. Compared with the hidden-charm pentaquark, the P_b states are relatively narrow with widths at an order of magnitude of 1 MeV or smaller. The importance of each channel considered is also discussed, and it is found that the varLambda _b B^* channel provides important contribution for the widths of those states. In isoquartet sector with I=3/2, cutoff should be considerably enlarged to achieve bound states from the interaction, which makes the existence of such states unreliable. The results in the current work are helpful for searching for hidden-bottom molecular pentaquarks in future experiments, such as the COMPASS, J-PARC, and the Electron Ion Collider in China (EicC).