The invention provides a compound valinomycin B having glioma activity resistance, provides an active substance producing strain streptomyces parvus separated and cultured from sea mud, and the active substance valinomycin B can be prepared. The streptomyces parvus is preserved in the China Center for Type Culture Collection and named as P11-23B (Streptomyces parvus P11-23B) with a preservation number of CCTCC NO: M 2015675 on Nov, 12th, 2015. The valinomycin B has features of obviously inhibiting multiplication of various kinds of glioma cells, obviously inhibiting glioma cell cycle at G0/G1 phase, and reducing the protein level expression of several key enzymes with different metabolism approaches of glioma cells, and has unique anti-tumor effect. The valinomycin B can be used for preparing medicines for treating glioma. The chemical structural formula of the valinomycin B is as shown in the specification.