NO! Thread count does not matter.
This count is considered an outdated method of measuring quality in sheets. The truth is, the higher the thread count, the tighter the weave which causes sheets to lose any benefit of cooling and breathing. Our percale sheets by Coyuchi are a 300 thread count which provides a nice, soft weave that also breathes.