A synergistic combination of the transmembrane LMP1 targeting ability and the pH responsiveness of UCNP‐Pn is found to give specific cancer differentiation with higher cellular uptake and accumulation in EBV‐infected cells, thus a lower dose is needed and the side effects and health risks from treatment would be greatly reduced. Here, PDLIM7 is linked to cancer.