Effects of temperature, T, and pressure, P, on phase behavior and structure are discussed on three types of polymeric systems, i.e., a homopolymer (HP), a block copolymer (BC), and a protein (PR) in water. Due to the presence of hydrophobic groups, each system underwent a T-induced and P-induced phase separation by increasing T and P, respectively. However, these transitions are different from each other depending on their molecular structures. Small-angle neutron scattering investigations revealed that HP showed a macrophase separation transition (MaST) with respect to both T and P. BC underwent a microphase separation transition (MiST) followed by a MaST with increasing T, while only a MaST was observed with increasing P. In the case of PR, on the other hand, T-induced and P-induced denaturations led to densely-packed aggregates of oligomers and fractal-aggregates of primary particles, respectively. The results from all systems indicated that hydrophobic interactions become insignificant at high pressures.