Co-sign on the signal chain. It's never better than the weakest link.
The better the stylus, pre-amp and AD-converters, the better the high and lo-end of the soundfiles. If you're just going to transfer them to mp3, it's probably no biggie, but if you're planning on flac or wav, then it might be...