A statement from the university says the body was found shortly before 8 a.m. Monday and identification of the woman is pending.
The science building near where the body was found has been evacuated and classes in that building were canceled for the day.
Students, faculty and staff received campus-wide alerts to avoid the area.
UTPA is located in Edinburg, about 18 miles north of the US-Mexico border.
