Fractal branching quantifies vascular changes and predicts survival in pulmonary hypertension: a proof of principle study

Heart. 2011 Aug;97(15):1245-9. doi: 10.1136/hrt.2010.214130. Epub 2011 Feb 8.

Abstract

Objectives: To develop a non-invasive method of assessing disease severity in pulmonary hypertension by quantifying the overall degree of vascular pruning using fractal geometry.

Design: A retrospective analysis of ECG-gated CT pulmonary angiograms.

Setting: A single national referral centre for the investigation and treatment of children with pulmonary hypertension.

Patients: Consecutive CT pulmonary angiograms in children and young adults (mean age 10.3 years, range 0.7-19.1) with pulmonary arterial hypertension assessed between January 2007 and April 2009.

Main outcome measures: The fractal dimension (FD) of skeletonised CT pulmonary angiograms was calculated using the box counting method. The FD was compared with pulmonary vascular resistance, the percentage of predicted 6-min walk distance, WHO functional class and survival.

Results: Diagnostic plots confirmed that the pulmonary artery angiograms were all fractal. The FD correlated negatively with the pulmonary vascular resistance index (r=-0.55, p=0.01, n=21) and with WHO functional class (p<0.01, n=31) while it correlated positively with the percentage of predicted 6-min walk distance (r=0.43, p=0.04, n=24). A lower FD was associated with poorer survival (HR 5.6; 95% CI 1.2 to 25; p=0.027) for every SD reduction in FD.

Conclusion: The FD derived from CT can be used to quantify vascular changes in pulmonary hypertension. This non-invasive technique may be useful in monitoring disease progression and response to therapy.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Angiography / methods*
  • Child
  • Diagnosis, Differential
  • Disease Progression
  • Electrocardiography
  • Feasibility Studies
  • Female
  • Follow-Up Studies
  • Fractals*
  • Humans
  • Hypertension, Pulmonary / diagnosis*
  • Hypertension, Pulmonary / mortality
  • Hypertension, Pulmonary / physiopathology
  • Male
  • Pulmonary Artery / diagnostic imaging
  • Pulmonary Artery / physiopathology*
  • Retrospective Studies
  • Severity of Illness Index
  • Survival Rate / trends
  • Tomography, X-Ray Computed
  • United Kingdom / epidemiology
  • Vascular Resistance / physiology*
  • Young Adult