I am interested in learning how to obtain the result
$$\int_0^{+\infty} z^{c-2} {}_2 F_1(a,b;c;-z) \mathrm{d}z = \frac{\Gamma(1 + a - c) \Gamma(1 + b - c) \Gamma(-1 + c) \Gamma(c)}{\Gamma(a) \Gamma(b)},$$
which I currently got from Mathematica. I was able to play around with the series expression for ${}_2 F_1$ to obtain $$\int_0^{x} z^{c-2} {}_2 F_1(a,b;c;-z) \mathrm{d}z = \frac{x^{c-1}}{c-1} {}_3 F_2(a,b,c-1;c,c;-x),$$ but I wasn't able to make any more progress, since I don't really know how to take the limit $x \to +\infty$ at this stage.