Provided herein are isolated exosomes from mesenchymal stem cells (MSC). Such isolated exosomes are substantially free of contaminants and are therapeutically active in treating various diseases (e.g., lung diseases such as BPD). The isolated MSC exosomes are identified by one or more protein markers described herein. Methods of purifying such MSC exosomes are also provided.