The 1-3-5 conjecture of Z.-W. Sun states that any $n\in\mathbb N={0,1,2,\ldots}x^2+y^2+z^2+w^2w,x,y,z\in\mathbb Nx+3y+5z$ is a square. In this paper, via the theory of ternary quadratic forms and related modular forms, we study the integer version of the 1-3-5 conjecture and related weighted sums of four squares with certain linear restrictions. Here are two typical results in this paper: (i) There is a finite set of positive integers such that any sufficiently large integer not in the set can be written as with and $x+3y+5z\in{4^k:\ k\in\mathbb N}x^2+y^2+z^2+2w^2x,y,z,w\in\mathbb Zx+y+2z+2w=1$. Also, any sufficiently large integer can be written as with and .

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