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Salikhova TY, Pushin DM, Nesterenko IV, Biryukova LS, Guria GT. Patient specific approach to analysis of shear-induced platelet activation in haemodialysis arteriovenous fistula. PLoS One 2022; 17:e0272342. [PMID: 36191008 PMCID: PMC9529124 DOI: 10.1371/journal.pone.0272342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2021] [Accepted: 07/19/2022] [Indexed: 11/29/2022] Open
Abstract
Shear-induced platelet activation (SIPAct) is an important mechanism of thrombosis initiation under high blood flow. This mechanism relies on the interaction of platelets with the von Willebrand factor (VWF) capable of unfolding under high shear stress. High shear stress occurs in the arteriovenous fistula (AVF) commonly used for haemodialysis. A novel patient-specific approach for the modelling of SIPAct in the AVF was proposed. This enabled us to estimate the SIPAct level via computational fluid dynamics. The suggested approach was applied for the SIPAct analysis in AVF geometries reconstructed from medical images. The approach facilitates the determination of the SIPAct level dependence on both biomechanical (AVF flow rate) and biochemical factors (VWF multimer size). It was found that the dependence of the SIPAct level on the AVF flow rate can be approximated by a power law. The critical flow rate was a decreasing function of the VWF multimer size. Moreover, the critical AVF flow rate highly depended on patient-specific factors, e.g., the vessel geometry. This indicates that the approach may be adopted to elucidate patient-specific thrombosis risk factors in haemodialysis patients.
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Affiliation(s)
- Tatiana Yu Salikhova
- National Medical Research Center for Hematology, Moscow, Russia
- Moscow Institute of Physics and Technology, Dolgoprudny, Russia
| | - Denis M. Pushin
- National Medical Research Center for Hematology, Moscow, Russia
| | | | | | - Georgy Th Guria
- National Medical Research Center for Hematology, Moscow, Russia
- Moscow Institute of Physics and Technology, Dolgoprudny, Russia
- * E-mail:
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Calderon JM, Martinez F, Fernandez A, Sauri I, Diaz J, Uso R, Trillo JL, Redon J, Forner MJ. Real world data of anticoagulant treatment in non-valvular atrial fibrillation across renal function status. Sci Rep 2022; 12:6123. [PMID: 35414001 PMCID: PMC9005546 DOI: 10.1038/s41598-022-10164-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 03/22/2022] [Indexed: 11/09/2022] Open
Abstract
The objective is to assess the impact of anticoagulant treatment in non-valvular atrial fibrillation (AF) and different categories of renal dysfunction in real world. Electronic Health recordings of patients with diagnosis of AF and renal function collected throughout 5 years and classified according to KDIGO categories. Stroke, transitory ischemic attack (TIA), intracranial hemorrhage and all-cause mortality were identified. Anticoagulant treatments during the study period were classified in untreated (never received therapy), VKA, NOAC and Aspirin. The risk of events was calculated by Cox-proportional hazard models adjusted by confounders. A total of 65,734 patients with AF, mean age 73.3 ± 10.49 years old and 47% females and follow-up of 3.2 years were included. KDIGO classification were: G1 33,903 (51.6%), G2 17,456 (26.6%), G3 8024 (12.2%) and G4 6351 (9.7%). There were 8592 cases of stroke and TIA, 437 intracranial hemorrhage, and 9603 all-cause deaths (incidence 36, 2 and 38 per 103 person/year, respectively). 4.1% of patients with CHA2DS2-VASc Score 2 or higher did not receive anticoagulant therapy. Risk of stroke, TIA, and all-cause mortality increased from G1 to G4 groups. Anticoagulant treatments reduced the risk of events in the four categories, but NOAC seemed to offer significantly better protection. Renal dysfunction increases the risk of events in AF and anticoagulant treatments reduced the risk of stroke and all-cause mortality, although NOAC were better than VKA. Efforts should be done to reduce the variability in the use of anticoagulants even in this high risk group.
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Affiliation(s)
- Jose Miguel Calderon
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain
| | - Fernando Martinez
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain
- Internal Medicine Hospital Clínico de Valencia, Valencia, Spain
| | - Antonio Fernandez
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain
| | - Inmaculada Sauri
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain
| | - Javier Diaz
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain
| | - Ruth Uso
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain
| | - Jose Luis Trillo
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain
| | - Josep Redon
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain.
- Internal Medicine Hospital Clínico de Valencia, Valencia, Spain.
- CIBERObn Carlos III Institute, Madrid, Spain.
| | - Maria Jose Forner
- Cardiovascular and Renal Research Group, INCLIVA Research Institute, University of Valencia, Avda Blasco Ibañez, 17, 46010, Valencia, Spain
- Internal Medicine Hospital Clínico de Valencia, Valencia, Spain
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