ALPG and neoplasm: We further analyzed the correlation between the changes in ALPPL2+ and THBS2+ exosome concentration throughout the treatment course with the changes in tumor size using linear mixed models in individual patients grouped by CA19-9 status (elevated, non-elevated, and all subjects).