The distributed framework of Personal Health Records(PHR) has been built by utilizing blockchain technology. The paper analyzes the problems with storing healthcare big data by adopting blockchain technology and comes up with corresponding measures to achieve improvement, including adopting openEHR standard, only storing prime index and location query in the blockchain, etc. It also elaborates on the architecture design and security of the framework, points out that such a framework can facilitate the reliable access to PHR.