In the previous paper, Hirakawa and the author considered a certain infinite family of hyperelliptic curves C (p;i,j) parametrized by a prime number p and integers i, j, and proved that some of them have exactly two obvious rational points. In this paper, we extend the above work. In the proof, we consider another hyperelliptic curve C (p;i,j) whose Jacobian variety is isogenous to that of C (p;i,j) , and prove that the Mordell-Weil rank of the Jacobian variety of C (p;i,j) is 0 by the standard 2-descent argument. Then, we determine the set of rational points of C (p;i,j) by using the Lutz-Nagell type theorem for hyperelliptic curves that was proven by Grant.