Use the MouseWheel event for your ComboBox:
void comboBox1_MouseWheel(object sender, MouseEventArgs e) {
((HandledMouseEventArgs)e).Handled = true;
}
Note: you’ll have to create event in code:
comboBox1.MouseWheel += new MouseEventHandler(comboBox1_MouseWheel);