Stage II Lymphoma indicates that the cancer is present in two or more lymph node regions on the same side of the diaphragm or has spread from a single lymph node into a nearby organ. This stage is crucial for determining the treatment approach, which may include chemotherapy, radiation therapy, or a combination of both, depending on the lymphoma's type and the patient's overall health.