In this paper, we study the qualitative properties of single blow-up solutions to the nonlocal equations with slightly subcritical exponents \begin{equation*} -Δu=(|x|^{-(n-2)}\ast u^{p-ε})u^{p-1-ε}\quad \mbox{in}Ω, u=0\quad \mbox{on}~~\partialΩ, \end{equation*} where is a smooth bounded domain in for , denotes the standard convolution, is a small parameter and is energy-critical exponent. By exploiting various local Pohozaev identities and blow-up analysis, we provide a number of estimates on the first -eigenvalues and their corresponding eigenfunctions, and examine the qualitative behavior of the eigenpairs to the linearied problem of the above nonlocal equations for . As a corollary, we derive the Morse index of a single-bubble solution in a nondegenerate setting.

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