TY - JOUR
T1 - High-Frequency Fluctuation Intensity as a Predictor of Post-Stenotic Dilatation in Swine
AU - Lin, Bo Wen
AU - Lin, Pao Yen
AU - Shih, Yao Hsiang
AU - Wu, Cheng Lin
AU - Wu, Yeng Ting
AU - Jiang, Meei Jyh
N1 - Funding Information:
The work of Bo-Wen Lin was supported by the Ministry of Science and Technology of Taiwan under Grant MOST106-2221-E-344-002. The work of Pao-Yen Lin was supported by the Funding of National Cheng Kung University Hospital under Grant NCKUH-10602019 and Grant NCKUH-10704007. The work of Meei Jyh Jiang was supported by the Ministry of Science and Technology of Taiwan under Grant NSC98-2320-B-006-025-MY3 and Grant NSC102-2320-B-006-045.
Publisher Copyright:
© 2023 IEEE.
PY - 2023/3/1
Y1 - 2023/3/1
N2 - Objective: To identify the turbulent components of blood flow facilitating aortic lumen dilatation in a post-stenotic dilatation (PSD) porcine model. Methods: The porcine abdominal aorta (AA) was moderately coarctated to induce overt flow turbulence in the downstream region and to lead to dilatation in time periods between four and twelve weeks. We propose a new metric, fluctuation intensity (FI), to quantify turbulent fluctuations of pulsatile aortic flow measured within twenty minutes post-coarctation. Lumen perimeter ratio (LPR) of the distal-to-suprarenal AA was used to assess the degree of PSD. Using k-means clustering analysis, we first divided FI frequency spectrum into low- and high-frequency fluctuation intensity (LFFI and HFFI), and subsequently grouped animals with coarctation. Receiver operating characteristic (ROC) analysis was performed to evaluate the ability of the proposed metric to predict PSD. Results: The frequency band of the FI spectrum in facilitating aortic lumen dilatation was identified to be 40∼200 Hz. Using sham group as the reference, pigs receiving coarctation were clustered into two groups with (group A) and without (group B) increases in HFFI values. Coarctation significantly increased LPR values in group A, but not in group B. Moreover, group A exhibited a high probability density distribution on severe elastic fiber fragmentation. ROC analysis indicated HFFI to be capable of predicting PSD with excellent sensitivity and specificity. Conclusion: High-intensity, high-frequency components of blood flow fluctuations induced by moderate coarctation promote elastic lamella degradation and aortic lumen dilatation. Significance: HFFI application in flowmeter programs may provide a useful predictor of PSD.
AB - Objective: To identify the turbulent components of blood flow facilitating aortic lumen dilatation in a post-stenotic dilatation (PSD) porcine model. Methods: The porcine abdominal aorta (AA) was moderately coarctated to induce overt flow turbulence in the downstream region and to lead to dilatation in time periods between four and twelve weeks. We propose a new metric, fluctuation intensity (FI), to quantify turbulent fluctuations of pulsatile aortic flow measured within twenty minutes post-coarctation. Lumen perimeter ratio (LPR) of the distal-to-suprarenal AA was used to assess the degree of PSD. Using k-means clustering analysis, we first divided FI frequency spectrum into low- and high-frequency fluctuation intensity (LFFI and HFFI), and subsequently grouped animals with coarctation. Receiver operating characteristic (ROC) analysis was performed to evaluate the ability of the proposed metric to predict PSD. Results: The frequency band of the FI spectrum in facilitating aortic lumen dilatation was identified to be 40∼200 Hz. Using sham group as the reference, pigs receiving coarctation were clustered into two groups with (group A) and without (group B) increases in HFFI values. Coarctation significantly increased LPR values in group A, but not in group B. Moreover, group A exhibited a high probability density distribution on severe elastic fiber fragmentation. ROC analysis indicated HFFI to be capable of predicting PSD with excellent sensitivity and specificity. Conclusion: High-intensity, high-frequency components of blood flow fluctuations induced by moderate coarctation promote elastic lamella degradation and aortic lumen dilatation. Significance: HFFI application in flowmeter programs may provide a useful predictor of PSD.
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U2 - 10.1109/TBME.2022.3207060
DO - 10.1109/TBME.2022.3207060
M3 - Article
C2 - 36107909
AN - SCOPUS:85139441071
SN - 0018-9294
VL - 70
SP - 991
EP - 999
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 3
ER -