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With $\ds{t \equiv {1 \over 1 + x}\quad\iff\quad x = {1 \over t} - 1}$:
\begin{align}
&\color{#00f}{\large\int_{0}^{1}{x^{p}\,\dd x \over \pars{1 + x}^{q}}}=
\int_{1}^{1/2}t^{q}\pars{1 - t \over t}^{p}\,\pars{-\,{\dd t \over t^{2}}}
=
\int_{1/2}^{1}t^{q - p -2}\pars{1 - t}^{p}\,\dd t
\\[3mm]&=\int_{0}^{1}t^{q - p -2}\pars{1 - t}^{p}\,\dd t
- \int_{0}^{1/2}t^{q - p -2}\pars{1 - t}^{p}\,\dd t
\\[3mm]&={\rm B}\pars{q - p - 1,p + 1} - {\rm B}_{1/2}\pars{q - p - 1,p + 1}
\\[3mm]&=\color{#00f}{\large{\rm B}\pars{q - p - 1,p + 1} - {2^{1 + p - q} \over q - p - 1}\
_{2}{\rm F}_{1}\pars{q - p -1,-p;q - p, \half}}
\\[3mm]&\mbox{with}\ \Re\pars{p} > -1.
\\[5mm]&
\end{align}
${\rm B}\pars{a,b}$, ${\rm B}_{x}\pars{a,b}$ and $_{2}{\rm F}_{1}\pars{a,b;c,d}$ are the Beta, Incomplete Beta and the Hypergeometric functions,
respectively.