TY - JOUR
T1 - Quantifying Diastolic Function
T2 - From E-Waves as Triangles to Physiologic Contours via the ‘Geometric Method’
AU - Golman, Mikhail
AU - Padovano, William
AU - Shmuylovich, Leonid
AU - Kovács, Sándor J.
N1 - Funding Information:
This study was supported in part by the Alan A. and Edith L. Wolff Charitable Trust, St. Louis, and the Barnes-Jewish Hospital Foundation, St. Louis.
Publisher Copyright:
© 2018, Biomedical Engineering Society.
PY - 2018/3/1
Y1 - 2018/3/1
N2 - Conventional echocardiographic diastolic function (DF) assessment approximates transmitral flow velocity contours (Doppler E-waves) as triangles, with peak (E peak ), acceleration time (AT), and deceleration time (DT) as indexes. These metrics have limited value because they are unable to characterize the underlying physiology. The parametrized diastolic filling (PDF) formalism provides a physiologic, kinematic mechanism based characterization of DF by extracting chamber stiffness (k), relaxation (c), and load (x o ) from E-wave contours. We derive the mathematical relationship between the PDF parameters and E peak , AT, DT and thereby introduce the geometric method (GM) that computes the PDF parameters using E peak , AT, and DT as input. Numerical experiments validated GM by analysis of 208 E-waves from 31 datasets spanning the full range of clinical diastolic function. GM yielded indistinguishable average parameter values per subject vs. the gold-standard PDF method (k: R 2 = 0.94, c: R 2 = 0.95, x o : R 2 = 0.95, p < 0.01 all parameters). Additionally, inter-rater reliability for GM-determined parameters was excellent (k: ICC = 0.956 c: ICC = 0.944, x o : ICC = 0.993). Results indicate that E-wave symmetry (AT/DT) may comprise a new index of DF. By employing indexes (E peak , AT, DT) that are already in standard clinical use the GM capitalizes on the power of the PDF method to quantify DF in terms of physiologic chamber properties.
AB - Conventional echocardiographic diastolic function (DF) assessment approximates transmitral flow velocity contours (Doppler E-waves) as triangles, with peak (E peak ), acceleration time (AT), and deceleration time (DT) as indexes. These metrics have limited value because they are unable to characterize the underlying physiology. The parametrized diastolic filling (PDF) formalism provides a physiologic, kinematic mechanism based characterization of DF by extracting chamber stiffness (k), relaxation (c), and load (x o ) from E-wave contours. We derive the mathematical relationship between the PDF parameters and E peak , AT, DT and thereby introduce the geometric method (GM) that computes the PDF parameters using E peak , AT, and DT as input. Numerical experiments validated GM by analysis of 208 E-waves from 31 datasets spanning the full range of clinical diastolic function. GM yielded indistinguishable average parameter values per subject vs. the gold-standard PDF method (k: R 2 = 0.94, c: R 2 = 0.95, x o : R 2 = 0.95, p < 0.01 all parameters). Additionally, inter-rater reliability for GM-determined parameters was excellent (k: ICC = 0.956 c: ICC = 0.944, x o : ICC = 0.993). Results indicate that E-wave symmetry (AT/DT) may comprise a new index of DF. By employing indexes (E peak , AT, DT) that are already in standard clinical use the GM capitalizes on the power of the PDF method to quantify DF in terms of physiologic chamber properties.
KW - Diastolic function (DF)
KW - E-wave asymmetry
KW - Echocardiography
KW - Heart failure (HF)
KW - Inverse problem of diastole
KW - Left ventricle
KW - Mathematical modeling
KW - Parametrized diastolic filling (PDF) formalism
UR - http://www.scopus.com/inward/record.url?scp=85041447953&partnerID=8YFLogxK
U2 - 10.1007/s13239-017-0339-5
DO - 10.1007/s13239-017-0339-5
M3 - Article
C2 - 29340885
AN - SCOPUS:85041447953
SN - 1869-408X
VL - 9
SP - 105
EP - 119
JO - Cardiovascular Engineering and Technology
JF - Cardiovascular Engineering and Technology
IS - 1
ER -