This work considers the doubly degenerate nutrient model \(\begin{aligned} \left\{ \begin{aligned}&u_t=\nabla \cdot \left( u^{m-1}v\nabla u\right) -\nabla \cdot \left( f(u)v\nabla v\right) +\ell uv, & x\in \Omega ,\,t>0,\\&v_t=\Delta v-uv, & x\in \Omega ,\,t>0, \end{aligned} \right. \end{aligned}\) under no-flux boundary conditions in a smoothly bounded convex domain \(\Omega \subset \mathbb R^n\) ( \(n\le 2\) ), where the nonnegative function \(f\in C^1([0,\infty ))\) is assumed to satisfy \(f(s)\le C_fs^{\alpha }\) with \(\alpha >0\) and \(C_f>0\) for all \(s\ge 1\) . When \(m=2\) , it was shown that a global weak solution exists, either in one-dimensional setting with \(\alpha =2\) , or in two-dimensional version with \(\alpha \in \left( 1,\frac{3}{2}\right) \) . The main results in this paper assert the global existence of weak solutions for \(1\le m<3\) and classical solutions for \(3\le m<4\) to the above system under the assumption \(\begin{aligned} \alpha \in \left\{ \begin{aligned}&\left[ m-1,\min \left\{ m,\frac{m}{2}+1\right\} \right] ~~ & \text {if}~~n=1,\quad \quad \text {and}\\&\left( m-1,\min \left\{ m,\frac{m}{2}+1\right\} \right) ~~ & \text {if}~~n=2, \end{aligned} \right. \end{aligned}\) which extend the range \(\alpha \in (1,\frac{3}{2})\) to \(\alpha \in (1,2)\) in two dimensions for the case \(m=2\) . Our proof will be based on a new observation on the coupled energy-type functional and on an inequality with general form.