The correct statement is:
The Apennine Mountains run up the middle of the Italian Peninsula.
The other statements are incorrect. The Arno River is located in central Italy, not marking the northern border, and Mount Vesuvius is near Naples, not Rome. The Alps are found in the northern portion of Italy, not the southern portion.