Lymphoma and leukemia cells possess fractal dimensions that correlate with their biological features

Acta Haematol. 2008;119(3):142-50. doi: 10.1159/000125551. Epub 2008 Apr 16.

Abstract

Background: Living cells can be viewed as complex adaptive systems that exhibit non-linear dynamics and fractal features. We investigated the fractal qualities of normal and malignant hematological cells and their potential as a tool for characterizing cell phenotype and clinical behavior.

Methods: A mathematical algorithm and an optic tool for fractal analysis of nuclei were developed. A total of 4,713 lymphoid cells derived from 66 patients of five distinct diagnostic groups (normal and reactive lymphocytes, low-grade lymphomas and an aggressive lymphoma) were assessed for their fractal dimension. In addition, in 19 patients fractal analysis of leukemia cells was compared to clinical endpoints.

Results: After validating our method, hematological cells possessed fractal dimensions corresponding to their clinical entity. There was a highly significant overall difference in fractal dimensions between various types of hematological malignancies. A preliminary correlation was found between the fractal dimension and the clinical outcome of leukemia patients.

Conclusions: Hematological cells possess fractal dimensions that correlate with their biological properties. Measurement of fractal dimension seems to be a sensitive method to assess the hematological cell phenotype and to define a clinical group. This tool may be potentially useful for the evaluation of clinical behavior of hematological diseases.

Publication types

  • Comparative Study

MeSH terms

  • Algorithms*
  • Bone Marrow / pathology
  • Cluster Analysis
  • Cohort Studies
  • Fractals*
  • Humans
  • Image Processing, Computer-Assisted / methods*
  • Leukemia, Lymphocytic, Chronic, B-Cell / pathology*
  • Leukemia, Myeloid, Acute / mortality
  • Leukemia, Myeloid, Acute / pathology
  • Lymph Nodes / pathology*
  • Lymphocytes / ultrastructure*
  • Lymphoma, Follicular / pathology*
  • Lymphoma, Large B-Cell, Diffuse / pathology*
  • Photomicrography / instrumentation
  • Photomicrography / methods*
  • Prognosis
  • Pseudolymphoma / pathology
  • Sensitivity and Specificity
  • Treatment Outcome