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Jędrzejczak K, Orciuch W, Wojtas K, Kozłowski M, Piasecki P, Narloch J, Wierzbicki M, Makowski Ł. Prediction of Hemodynamic-Related Hemolysis in Carotid Stenosis and Aiding in Treatment Planning and Risk Stratification Using Computational Fluid Dynamics. Biomedicines 2023; 12:37. [PMID: 38255144 PMCID: PMC10813079 DOI: 10.3390/biomedicines12010037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 12/19/2023] [Accepted: 12/20/2023] [Indexed: 01/24/2024] Open
Abstract
Atherosclerosis affects human health in many ways, leading to disability or premature death due to ischemic heart disease, stroke, or limb ischemia. Poststenotic blood flow disruption may also play an essential role in artery wall impairment linked with hemolysis related to shear stress. The maximum shear stress in the atherosclerotic plaque area is the main parameter determining hemolysis risk. In our work, a 3D internal carotid artery model was built from CT scans performed on patients qualified for percutaneous angioplasty due to its symptomatic stenosis. The obtained stenosis geometries were used to conduct a series of computer simulations to identify critical parameters corresponding to the increase in shear stress in the arteries. Stenosis shape parameters responsible for the increase in shear stress were determined. The effect of changes in the carotid artery size, length, and degree of narrowing on the change in maximum shear stress was demonstrated. Then, a correlation for the quick initial diagnosis of atherosclerotic stenoses regarding the risk of hemolysis was developed. The developed relationship for rapid hemolysis risk assessment uses information from typical non-invasive tests for treated patients. Practical guidelines have been developed regarding which stenosis shape parameters pose a risk of hemolysis, which may be adapted in medical practice.
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Affiliation(s)
- Krystian Jędrzejczak
- Faculty of Chemical and Process Engineering, Warsaw University of Technology, Waryńskiego 1, 00-645 Warsaw, Poland
| | - Wojciech Orciuch
- Faculty of Chemical and Process Engineering, Warsaw University of Technology, Waryńskiego 1, 00-645 Warsaw, Poland
| | - Krzysztof Wojtas
- Faculty of Chemical and Process Engineering, Warsaw University of Technology, Waryńskiego 1, 00-645 Warsaw, Poland
| | - Michał Kozłowski
- Department of Cardiology and Structural Heart Diseases, Medical University of Silesia, Ziołowa 47, 40-635 Katowice, Poland
| | - Piotr Piasecki
- Interventional Radiology Department, Military Institute of Medicine—National Research Institute, Szaserów 128, 04-141 Warsaw, Poland
| | - Jerzy Narloch
- Interventional Radiology Department, Military Institute of Medicine—National Research Institute, Szaserów 128, 04-141 Warsaw, Poland
| | - Marek Wierzbicki
- Interventional Radiology Department, Military Institute of Medicine—National Research Institute, Szaserów 128, 04-141 Warsaw, Poland
| | - Łukasz Makowski
- Faculty of Chemical and Process Engineering, Warsaw University of Technology, Waryńskiego 1, 00-645 Warsaw, Poland
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Feugray G, Dumesnil C, Grall M, Benhamou Y, Girot H, Fettig J, Brunel V, Billoir P. Lactate dehydrogenase and hemolysis index to predict vaso-occlusive crisis in sickle cell disease. Sci Rep 2023; 13:21198. [PMID: 38040880 PMCID: PMC10692321 DOI: 10.1038/s41598-023-48324-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 11/24/2023] [Indexed: 12/03/2023] Open
Abstract
Sickle cell disease (SCD) is an inherited hemoglobinopathy disorder associated with chronic hemolysis. A major complication is vaso-occlusive crisis (VOC), associating frequent hospitalization, morbidity and mortality. The aim of this study was to investigate whether hemolysis biomarkers were able to predict VOC risk in adult patients with SCD requiring hospitalization within 1 year. This single-center prospective study included adult patients with SCD at steady state or during VOC. A total of 182 patients with SCD were included, 151 at steady state and 31 during VOC. Among the 151 patients at steady state 41 experienced VOC within 1 year (median: 3.0 months [2.0-6.5]). We observed an increase of lactate dehydrogenase (LDH) (p = 0.01) and hemolysis index (HI) (p = 0.0043) during VOC compared to steady state. Regarding patients with VOC requiring hospitalization, LDH (p = 0.0073) and HI (p = 0.04) were increased. In unadjusted logistic regression, LDH > median (> 260 U/L) (RR = 3.6 [1.29-10.88], p = 0.0098) and HI > median (> 8 UA/L) (RR = 3.13 [1.91-5.33]; p < 0.001) were associated with VOC. The association of LDH > 260 U/L and HI > 12 UA/L presented a sensitivity of 90%, and a specificity of 72.9% to predict VOC. The association of LDH and HI cut-off was able to predict VOC risk in SCD.
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Affiliation(s)
- Guillaume Feugray
- Department of General Biochemistry, UNIROUEN, INSERM U1096, CHU Rouen, Normandie Univ, 76000, Rouen, France.
- Service de Biochimie Générale, Centre Hospitalier Universitaire Charles Nicolle, 1 Rue de Germont, 76031, Rouen, France.
| | - Cécile Dumesnil
- Department of Pediatric Onco-Hematology, CHU Rouen, 76000, Rouen, France
| | - Maximilien Grall
- Department of Internal Medicine, CHU Rouen, 76000, Rouen, France
| | - Ygal Benhamou
- Department of Internal Medicine, UNIROUEN, INSERM U1096, CHU Rouen, Normandie Univ, 76000, Rouen, France
| | - Helene Girot
- Department of General Biochemistry, CHU Rouen, 76000, Rouen, France
| | - Julie Fettig
- Department of General Biochemistry, CHU Rouen, 76000, Rouen, France
| | - Valery Brunel
- Department of General Biochemistry, CHU Rouen, 76000, Rouen, France
| | - Paul Billoir
- UNIROUEN, INSERM U1096, CHU Rouen, Vascular Hemostasis Unit, Normandie Univ, 76000, Rouen, France
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