I did some dose-response curve fitting and it turned out 2nd order polynomial was almost perfect fit instead of sigmoidal.
I got the R square (correlation coefficient) value using 2nd order polynomial over 0.98.
And the residual plot doesn't look suspicious (despite that the plot is limited due to limited concentrations investigated )