GDF15 and heart failure: However, no relationship could be identified between TGF-β levels and cardiac features in SSc patients compared to healthy controls.[46] Growth/differentiation factor 15 (GDF-15), a protein that is part of the TGF-β superfamily, has been identified as a predictor of hospitalization and mortality due to heart failure outside of SSc.