A composition of matter and method of treating HIV with mesenchymal stem cells (MSC) is disclosed. Specifically, MSCs are transduced with vectors incorporating an anti-viral fusion inhibitor, such as a C46-derived peptide. The transduced MSCs are capable of expression the inhibitor and preventing HIV virus-cell fusion.