Concept:
Diabetic peripheral neuropathy causes nerve pain due to long-term damage to peripheral nerves in diabetes mellitus.
Step 1: Nature of neuropathic pain.
Neuropathic pain is different from ordinary inflammatory pain. It may feel like burning, tingling, electric shock, numbness, or shooting pain.
Step 2: Role of pregabalin.
Pregabalin is commonly used for neuropathic pain. It binds to the \(\alpha_2\delta\) subunit of voltage-gated calcium channels and reduces release of excitatory neurotransmitters.
Step 3: Why NSAIDs are not preferred.
Aspirin and ibuprofen are useful for inflammatory pain, but they are not the best first-line therapy for neuropathic pain.
Step 4: Acetaminophen comparison.
Acetaminophen is useful for mild pain and fever, but it is not the preferred drug for diabetic neuropathic pain.
Step 5: Final answer.
Therefore, pregabalin is the most appropriate first-line pharmacotherapy.
\[
\boxed{\text{Pregabalin}}
\]