TY - JOUR
T1 - Phenotyping autonomic neuropathy using principal component analysis
AU - Lawrence, Steven
AU - Mueller, Bridget R.
AU - Kwon, Patrick
AU - Robinson-Papp, Jessica
N1 - Funding Information:
This work was supported by the following grants (PI: Robinson-Papp): R01DK122853, K23NS066789.
Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2023/3
Y1 - 2023/3
N2 - To identify autonomic neuropathy (AN) phenotypes, we used principal component analysis on data from participants (N = 209) who underwent standardized autonomic testing including quantitative sudomotor axon reflex testing, and heart rate and blood pressure at rest and during tilt, Valsalva, and standardized deep breathing. The analysis identified seven clusters: 1) normal, 2) hyperadrenergic features without AN, 3) mild AN with hyperadrenergic features, 4) moderate AN, 5) mild AN with hypoadrenergic features, 6) borderline AN with hypoadrenergic features, 7) mild balanced deficits across parasympathetic, sympathetic and sudomotor domains. These findings demonstrate a complex relationship between adrenergic and other aspects of autonomic function.
AB - To identify autonomic neuropathy (AN) phenotypes, we used principal component analysis on data from participants (N = 209) who underwent standardized autonomic testing including quantitative sudomotor axon reflex testing, and heart rate and blood pressure at rest and during tilt, Valsalva, and standardized deep breathing. The analysis identified seven clusters: 1) normal, 2) hyperadrenergic features without AN, 3) mild AN with hyperadrenergic features, 4) moderate AN, 5) mild AN with hypoadrenergic features, 6) borderline AN with hypoadrenergic features, 7) mild balanced deficits across parasympathetic, sympathetic and sudomotor domains. These findings demonstrate a complex relationship between adrenergic and other aspects of autonomic function.
KW - Autonomic function tests
KW - Autonomic neuropathy
KW - Phenotyping
KW - Physiology
KW - Principal component analysis (PCA)
UR - http://www.scopus.com/inward/record.url?scp=85144086230&partnerID=8YFLogxK
U2 - 10.1016/j.autneu.2022.103056
DO - 10.1016/j.autneu.2022.103056
M3 - Article
AN - SCOPUS:85144086230
SN - 1566-0702
VL - 245
JO - Autonomic Neuroscience: Basic and Clinical
JF - Autonomic Neuroscience: Basic and Clinical
M1 - 103056
ER -