TY - JOUR
T1 - Noninvasive potassium determination using a mathematically processed ECG
T2 - Proof of concept for a novel "blood-less, blood test"
AU - Dillon, John J.
AU - Desimone, Christopher V.
AU - Sapir, Yehu
AU - Somers, Virend K.
AU - Dugan, Jennifer L.
AU - Bruce, Charles J.
AU - Ackerman, Michael J.
AU - Asirvatham, Samuel J.
AU - Striemer, Bryan L.
AU - Bukartyk, Jan
AU - Scott, Christopher G.
AU - Bennet, Kevin E.
AU - Mikell, Susan B.
AU - Ladewig, Dorothy J.
AU - Gilles, Emily J.
AU - Geva, Amir
AU - Sadot, Dan
AU - Friedman, Paul A.
N1 - Publisher Copyright:
© 2015 Elsevier Inc. All rights reserved.
PY - 2015/1/1
Y1 - 2015/1/1
N2 - Objective To determine if ECG repolarization measures can be used to detect small changes in serum potassium levels in hemodialysis patients. Patients and Methods Signal-averaged ECGs were obtained from standard ECG leads in 12 patients before, during, and after dialysis. Based on physiological considerations, five repolarization-related ECG measures were chosen and automatically extracted for analysis: the slope of the T wave downstroke (T right slope), the amplitude of the T wave (T amplitude), the center of gravity (COG) of the T wave (T COG), the ratio of the amplitude of the T wave to amplitude of the R wave (T/R amplitude), and the center of gravity of the last 25% of the area under the T wave curve (T4 COG) (Fig. 1). Results The correlations with potassium were statistically significant for T right slope (P < 0.0001), T COG (P = 0.007), T amplitude (P = 0.0006) and T/R amplitude (P = 0.03), but not T4 COG (P = 0.13). Potassium changes as small as 0.2 mmol/L were detectable. Conclusion Small changes in blood potassium concentrations, within the normal range, resulted in quantifiable changes in the processed, signal-averaged ECG. This indicates that non-invasive, ECG-based potassium measurement is feasible and suggests that continuous or remote monitoring systems could be developed to detect early potassium deviations among high-risk patients, such as those with cardiovascular and renal diseases. The results of this feasibility study will need to be further confirmed in a larger cohort of patients.
AB - Objective To determine if ECG repolarization measures can be used to detect small changes in serum potassium levels in hemodialysis patients. Patients and Methods Signal-averaged ECGs were obtained from standard ECG leads in 12 patients before, during, and after dialysis. Based on physiological considerations, five repolarization-related ECG measures were chosen and automatically extracted for analysis: the slope of the T wave downstroke (T right slope), the amplitude of the T wave (T amplitude), the center of gravity (COG) of the T wave (T COG), the ratio of the amplitude of the T wave to amplitude of the R wave (T/R amplitude), and the center of gravity of the last 25% of the area under the T wave curve (T4 COG) (Fig. 1). Results The correlations with potassium were statistically significant for T right slope (P < 0.0001), T COG (P = 0.007), T amplitude (P = 0.0006) and T/R amplitude (P = 0.03), but not T4 COG (P = 0.13). Potassium changes as small as 0.2 mmol/L were detectable. Conclusion Small changes in blood potassium concentrations, within the normal range, resulted in quantifiable changes in the processed, signal-averaged ECG. This indicates that non-invasive, ECG-based potassium measurement is feasible and suggests that continuous or remote monitoring systems could be developed to detect early potassium deviations among high-risk patients, such as those with cardiovascular and renal diseases. The results of this feasibility study will need to be further confirmed in a larger cohort of patients.
KW - Dialysis
KW - ECG
KW - Hyperkalemia
KW - Potassium
KW - Signal processing
KW - T-wave
UR - http://www.scopus.com/inward/record.url?scp=84920509066&partnerID=8YFLogxK
U2 - 10.1016/j.jelectrocard.2014.10.002
DO - 10.1016/j.jelectrocard.2014.10.002
M3 - Article
C2 - 25453193
AN - SCOPUS:84920509066
SN - 0022-0736
VL - 48
SP - 12
EP - 18
JO - Journal of Electrocardiology
JF - Journal of Electrocardiology
IS - 1
ER -