Generally, most controls used with Lazarus follow what it thinks are the Desktop theme with GTK2. You can change some yourself, control by control but not all. Using Qt5 or Qt6 (instead of gtk2) can give you more control because there are tools that let you change the Qt colours.
Are you concerned about the colours of an app built with Lazarus or the colours shown in the Lazarus IDE itself ?
Davo