Wearing clothes of non-muslim

If you have no concrete / valid proof that those borrowed clothing of the non-Muslim are impure then you may proceed to pray with those on.

However because non - Muslims generally do not understand the concept of pure and impure clothing then it better to inquire concerning the state and condition of the clothing. Determining its status of pure or not, then proceed accordingly. That is more cautious.