Diabetic kidney disease (DKD) and diabetic cardiomyopathy continue to drive excess morbidity and mortality in diabetes, underscoring a critical gap between mechanistic insight and clinical translation. Growth differentiation factor-15 (GDF-15), a stress-inducible cytokine of the transforming growth factor-β superfamily, has emerged as a critical biomarker and putative modulator of metabolic inflammation. Yet the field remains divided on a fundamental question: is GDF-15 simply reporting tissue distress, or does it shape disease trajectories? In this article, we explore how GDF-15 may both signal and shape DKD and cardiovascular disease. Drawing on evidence from experimental models, longitudinal clinical studies, and multi-omics analyses, we highlight the context-dependent biology of GDF-15, protective during acute metabolic or inflammatory stress but potentially pathogenic when chronically elevated in diabetes. We examine its regulation via the GFRAL-RET signaling axis, its segment-specific expression across renal tubular compartments, and its emerging role in cardiac remodeling and metabolic inflammation. Recent clinical data position circulating GDF-15 as an early and sensitive indicator of DKD progression and cardiovascular events. At the same time, mechanistic studies increasingly implicate sustained GDF-15 signaling in mitochondrial dysfunction, inflammatory amplification, and maladaptive tissue remodeling. Together, these observations place GDF-15 at a critical inflection point between risk stratification and disease mechanism. A key unresolved challenge is defining when, where, and how GDF-15 signaling exerts adaptive versus maladaptive effects—knowledge that will be essential for determining whether GDF-15 should be targeted, harnessed, or restrained in diabetes.
- GDF-15 is a stress-responsive cytokine of the TGF-β superfamily regulated by p53, mitochondrial dysfunction, and inflammatory signaling.
- Circulating GDF-15 levels are low under physiological conditions but rise markedly in response to cellular and metabolic stress.
- Elevated GDF-15 predicts incident diabetes and reflects hyperglycemia-induced oxidative and cellular stress.
- GDF-15 correlates with albuminuria, estimated glomerular filtration rate decline, and progression risk in diabetic kidney disease.
- Increased levels predict heart failure, myocardial infarction, and cardiovascular mortality in diabetes.
- Targeting the GDF-15–GFRAL axis and leveraging GDF-15 as a biomarker offer emerging translational potential.

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