The disclosure relates to anti-glial maturation factor beta (“GMF-B”) monoclonal antibodies (mAbs) and fragments thereof, as well as hybridoma lines that secrete antibodies or fragments. Therapeutic and diagnostic uses of such antibodies, including treatment and detection of cancer and dementia, and methods and kits for detecting cells or samples expressing GMF-B, including soluble GMF-B, are also encompassed.