Does rock have any effect on plant growth?

sure. lots of lime rock changes soil pH or a rock right under the plant may inhibit root growth simply by being a physical barrier or by collecting water which prevents oxygen from reaching the roots. porus rock like volcanic rock would create a very well drained soil which means a shallow root system would develop demanding small quantities of water more often ect...