Bioactive Oxylipins Predict Aortic Vascular Calcification Severity in Heart Failure with Preserved Ejection Fraction
Abstract Body (Do not enter title and authors here): Background: Aortic calcification has been significantly linked to the development of heart failure with preserved ejection fraction (HFpEF). Both HFpEF and aortic calcification are associated with inflammation, vascular dysfunction, and remodeling. Circulating polyunsaturated fatty acid oxidized lipids, or oxylipins, have been well described to initiate and resolve inflammation in cardiovascular disease. We questioned the role of these bioactive oxylipins in predicting aortic vascular calcification severity in HFpEF.
Hypothesis: We hypothesize that oxylipins can predict and distinguish aortic vascular calcification severity in HFpEF patients.
Methods: We collected venous blood samples during right heart catheterization from 57 HFpEF patients. We categorized patients by CT-based aortic vascular calcification severity: none (control; n=8), mild (<25%, n=14), moderate (26-50%, n=9), and severe (>50%, n=26). We measured 143 oxylipins in all study participants using mass spectrometry. Along with unpaired T-tests, machine learning analysis was used to determine oxylipin permutation importance and evaluate predictive accuracy for aortic vascular calcification severity.
Results: Demographic variables showed no significant differences between groups. Pro-inflammatory TXB2 levels were elevated in severe aortic calcification vs control (p=0.036). This is further substantiated by increased 12(S)-HHTrE (a degradation product of TXA2) levels in severe aortic calcification vs control (p=0.0266). Anti-inflammatory 7(8)-EpDPE was also elevated in severe aortic calcification compared to control (p=0.0067). Finally, the inactivated anti-inflammatory 5,6 DiHETrE levels were higher in severe aortic calcification vs control (p=0.019). Out of 143 oxylipins, the 12-lipid panel of 5(S),15(S)-DiHETE, 5,6-DiHETrE, PGE2, 4-HDoHE, 15-keto PGE2, 11dh-2,3-dinor TXB2, iPF-VI, 19,20-DiHDoPE, 9(S)-HOTrE, 13,14dh-15k-PGE2, 5-oxoETE, and PD1 were the most significant predictors of severe (n=26) vs non-severe (none, mild, moderate; n=31) aortic vascular calcification, with 100% predictive accuracy.
Conclusion: In HFpEF patients, aortic vascular calcification severity can be predicted with remarkable accuracy by a novel panel of circulating, bioactive venous oxylipins.
Aradhyula, Vaishnavi
( University of Toledo
, Toledo
, Ohio
, United States
)
Manandhar, Sareeta
( University of Toledo
, Toledo
, Ohio
, United States
)
Maddipati, Krishna Rao
( Wayne State University
, Detroit
, Ohio
, United States
)
Brewster, Pamela
( University of Toledo
, Toledo
, Ohio
, United States
)
Smith, Robert
( University of Toledo
, Toledo
, Ohio
, United States
)
Haller, Steven
( University of Toledo
, Toledo
, Ohio
, United States
)
Kennedy, David
( University of Toledo
, Toledo
, Ohio
, United States
)
Khouri, Samer
( University of Toledo
, Toledo
, Ohio
, United States
)
Gupta, Rajesh
( University of Toledo
, Toledo
, Ohio
, United States
)
Fares, Anas
( University of Toledo
, Toledo
, Ohio
, United States
)
Vergis, John
( University of Toledo
, Toledo
, Ohio
, United States
)
Dube, Prabhatchandra
( University of Toledo
, Toledo
, Ohio
, United States
)
Sherafati, Alborz
( University of Toledo
, Toledo
, Ohio
, United States
)
Kloster, Alex
( University of Toledo
, Toledo
, Ohio
, United States
)
Khatib-shahidi, Bella
( University of Toledo
, Toledo
, Ohio
, United States
)
Elzanaty, Ahmed
( University of Toledo
, Toledo
, Ohio
, United States
)
Sajdeya, Omar
( University of Toledo
, Toledo
, Ohio
, United States
)
Author Disclosures:
Vaishnavi Aradhyula:DO NOT have relevant financial relationships
| Sareeta Manandhar:DO NOT have relevant financial relationships
| Krishna Rao Maddipati:DO NOT have relevant financial relationships
| Pamela Brewster:DO NOT have relevant financial relationships
| Robert Smith:DO have relevant financial relationships
;
Other (please indicate in the box next to the company name):Alkermes-Salary and Equity interest:Active (exists now)
; Consultant:CRI genetics:Active (exists now)
| Steven Haller:DO have relevant financial relationships
;
Researcher:Abbott Inc.:Active (exists now)
| David Kennedy:No Answer
| Samer Khouri:DO NOT have relevant financial relationships
| Rajesh Gupta:DO NOT have relevant financial relationships
| Anas Fares:DO NOT have relevant financial relationships
| John Vergis:No Answer
| Prabhatchandra Dube:DO NOT have relevant financial relationships
| Alborz Sherafati:DO NOT have relevant financial relationships
| Alex Kloster:No Answer
| Bella Khatib-Shahidi:DO NOT have relevant financial relationships
| Ahmed Elzanaty:DO NOT have relevant financial relationships
| Omar Sajdeya:DO NOT have relevant financial relationships