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Research · 02 of 05

GDF-15 predicted death well but diagnosed ischaemic coronary disease poorly

GDF-15 tells you how sick the patient is overall, not whether their coronary arteries are causing ischaemia.

Design
Prospective diagnostic and prognostic cohort study
Population
3,379 patients with suspected functionally relevant coronary artery disease (median age 68)
Primary outcome
Diagnostic accuracy for adjudicated functional CAD; all-cause and CV death over 5 years
Effect
Diagnostic AUC 0.598; 2-year AUC 0.815 (all-cause death), 0.834 (CV death)

In a prospective cohort of 3,379 patients (median age 68) investigated for suspected functionally relevant coronary artery disease, all had myocardial perfusion imaging and many had angiography with fractional flow reserve. Diagnosis was centrally adjudicated; 34% had functionally relevant disease.

Growth differentiation factor 15 (GDF-15), a stress-response protein, was higher in those with disease (1,325 vs 1,041 ng/L) but diagnosed it poorly (AUC 0.598; 0.659 with clinical judgement). Over five years, 437 patients (14%) died. GDF-15 predicted death strongly (time-dependent AUC 0.815 for all-cause and 0.834 for cardiovascular death at two years), at least as well as high-sensitivity troponin T and better than troponin I.

GDF-15 behaves as a marker of general frailty and illness burden rather than of coronary ischaemia. It is not routinely available and is not a test to order for chest pain.

  • Do not use GDF-15 to diagnose or exclude ischaemic coronary disease.
  • A raised GDF-15 signals high overall mortality risk, similar to troponin T in this cohort.
  • Functional testing or angiography remains the way to diagnose significant coronary disease.
  • GDF-15 is a research marker; it is not part of routine chest pain work-up.

Why it matters

It is a reminder that a marker that predicts death is not necessarily a marker of the disease you are testing for.

Don't overread it

Observational; associations, not causes.

The statistics, in plain English

An AUC of 0.5 is a coin toss and 1.0 is perfect. At 0.60, GDF-15 barely beats chance for diagnosis; at 0.82 for predicting death, it discriminates well. A time-dependent AUC measures how well the marker separates who dies by a given time from who does not.

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