Rd. Rondinelli et al., FURTHER-STUDIES ON THE ELECTRODIAGNOSIS OF DIABETIC PERIPHERAL POLYNEUROPATHY USING DISCRIMINANT FUNCTION-ANALYSIS, American journal of physical medicine & rehabilitation, 73(2), 1994, pp. 116-123
Discriminant function analysis can be useful when applied to multiple
nerve conduction parameters for diabetic and nondiabetic subjects to r
eveal the essential dimension along which key neuropathic differences
occur between these groups. In this study, 19 electrophysiologic param
eters were used in a stepwise discriminant function analysis to reveal
a highly significant dimension of intergroup differences between 67 d
iabetic and 75 normal adult Japanese-American males. The classificatio
n functions thereby derived are more sensitive and specific than those
reported previously for this population. Furthermore, when 72 additio
nal subjects with impaired glucose tolerance were examined, they showe
d considerable overlap with the normal and separation from the diabeti
c groups, respectively. Their intermediate position between normal and
diabetics in the key discriminant dimension indicates that essential
neuropathic change is, at most, incipient in this latter group.