Principal components of wrist circumduction from electromagnetic surgical tracking

Int J Comput Assist Radiol Surg. 2017 Feb;12(2):315-324. doi: 10.1007/s11548-016-1460-x. Epub 2016 Jul 22.

Abstract

Purpose: An electromagnetic (EM) surgical tracking system was used for a functionally calibrated kinematic analysis of wrist motion. Circumduction motions were tested for differences in subject gender and for differences in the sense of the circumduction as clockwise or counter-clockwise motion.

Methods: Twenty subjects were instrumented for EM tracking. Flexion-extension motion was used to identify the functional axis. Subjects performed unconstrained wrist circumduction in a clockwise and counter-clockwise sense. Data were decomposed into orthogonal flexion-extension motions and radial-ulnar deviation motions. PCA was used to concisely represent motions. Nonparametric Wilcoxon tests were used to distinguish the groups.

Results: Flexion-extension motions were projected onto a direction axis with a root-mean-square error of [Formula: see text]. Using the first three principal components, there was no statistically significant difference in gender (all [Formula: see text]). For motion sense, radial-ulnar deviation distinguished the sense of circumduction in the first principal component ([Formula: see text]) and in the third principal component ([Formula: see text]); flexion-extension distinguished the sense in the second principal component ([Formula: see text]).

Conclusion: The clockwise sense of circumduction could be distinguished by a multifactorial combination of components; there were no gender differences in this small population. These data constitute a baseline for normal wrist circumduction. The multifactorial PCA findings suggest that a higher-dimensional method, such as manifold analysis, may be a more concise way of representing circumduction in human joints.

Keywords: Circumduction; Electromagnetic tracking; Principal components analysis; Surgical navigation; Wrist motion.

MeSH terms

  • Adult
  • Biomechanical Phenomena
  • Electromagnetic Phenomena
  • Female
  • Humans
  • Male
  • Motion
  • Movement*
  • Principal Component Analysis
  • Range of Motion, Articular*
  • Surgical Procedures, Operative / methods*
  • Wrist
  • Wrist Joint*
  • Young Adult