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Zhao H, Zhang W, Liu Y, Peng W. Risk factors and prediction model for thrombocytopenia following coronary artery bypass graft surgery in elderly Chinese population. J Thorac Dis 2024; 16:273-284. [PMID: 38410552 PMCID: PMC10894372 DOI: 10.21037/jtd-23-1396] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Accepted: 12/01/2023] [Indexed: 02/28/2024]
Abstract
Background Thrombocytopenia, a common complication of coronary artery bypass graft (CABG) surgery, is particularly prevalent among elderly individuals. This study developed a risk prediction model utilizing preoperative and intraoperative variables to identify high-risk elderly patients prone to developing thrombocytopenia. Methods The patients were retrospectively recruited from Beijing Anzhen Hospital between February 2019 and December 2020. Postoperative thrombocytopenia was defined as a postoperative platelet (PLT) count <100×109/L as measured within 7 days after surgery. The entire population was randomly split into derivation and validation sets in a 7:3 ratio. The derivation set underwent variable screen by the least absolute shrinkage and selection operator (LASSO) regression method. To evaluate the predictive ability of the model for thrombocytopenia, decision curve analysis (DCA) and receiver operating characteristic (ROC) curves were generated in the derivation and validation sets. Results A total of 1,773 patients were recruited in this study, with random assignment to either the derivation set (1,242 cases) or the validation set (531 cases). LASSO regression was utilized the risk factors associated with thrombocytopenia, resulting in selection of preoperative baseline variables: body mass index (BMI), estimated glomerular filtration rate (eGFR), B-type natriuretic peptide (BNP), preoperative PLT, and use of beta-blocker, and intraoperative variables: red blood cell (RBC) transfusion, plasma transfusion, use of intra-aortic balloon pump (IABP) and cardiopulmonary bypass (CPB), reoperation for bleeding, washed RBC transfusion volume, and use of epinephrine. The logistic regression was employed to establish the risk prediction. The area under the ROC curve (AUC) for the derivation set was 0.900 [95% confidence interval (CI): 0.880-0.920], while for the validation cohort, it was 0.897 (95% CI: 0.866-0.928). Conclusions The model incorporating significant preoperative and intraoperative variables exhibited good predictive performance for thrombocytopenia in elderly patients undergoing CABG surgery.
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Affiliation(s)
- Honglei Zhao
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing, China
| | - Wei Zhang
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing, China
| | - Yongmin Liu
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing, China
| | - Wenxing Peng
- Department of Cardiac Surgery, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
- Beijing Institute of Heart, Lung and Blood Vessel Diseases, Beijing, China
- Department of Pharmacy, Beijing Anzhen Hospital, Capital Medical University, Beijing, China
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Roth N, Heidel C, Xu C, Hubauer U, Wallner S, Meindl C, Holzamer A, Hilker M, Creutzenberg M, Sossalla S, Maier L, Jungbauer C, Debl K. Restoration of von Willebrand factor after transcatheter aortic valve replacement-A possible cause for posttranscatheter aortic valve replacement thrombocytopenia? Catheter Cardiovasc Interv 2023; 102:1376-1385. [PMID: 37727885 DOI: 10.1002/ccd.30841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 07/18/2023] [Accepted: 09/02/2023] [Indexed: 09/21/2023]
Abstract
OBJECTIVES The aim of the current study was to analyze the clinical and procedural predictors of thrombocytopenia and the relationship between the decrease in platelet count (DPC) and change in vWF function (ΔvWF) after transcatheter aortic valve replacement (TAVR). BACKGROUND TAVR often causes temporary thrombocytopenia. At the same time, TAVR leads to a restoration of von Willebrand factor (vWF) function. METHODS One hundred and forty-one patients with severe aortic stenosis undergoing TAVR were included in the study. Platelet count and vWF function (vWF:Ac/Ag ratio) were assessed at baseline and 6 h after TAVR. Thrombocytopenia was defined as platelet count <150/nL. RESULTS Median platelet count at baseline was 214/nL (interquartile range [IQR]: 176-261) and decreased significantly to 184/nL (IQR: 145-222) 6 h after TAVR. The number of patients with thrombocytopenia increased from 12.8% at baseline to 29.1% after 6 h. DPC 6 h after TAVR showed a significant correlation with ΔvWF (r = - 0.254, p = 0.002). Patients with DPC > 20% had significantly higher ΔvWF (10.9% vs. 6.5%, p = 0.021). Obese patients showed a significantly lower DPC (11.8% vs. 19.9%, p = 0.001). In multivariate analysis, ΔvWF 6 h after TAVR was the only significant predictor for DPC > 20% (p = 0.017). CONCLUSIONS The restoration of vWF after TAVR is a significant predictor for DPC after TAVR. An increased platelet consumption due to vWF restoration could play a key role in the development of thrombocytopenia after TAVR.
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Affiliation(s)
- Nastasia Roth
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
| | - Carolin Heidel
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
| | - Congde Xu
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
| | - Ute Hubauer
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
| | - Stefan Wallner
- Department of Clinical Chemistry and Laboratory Medicine, University Medical Center, Regensburg, Germany
| | - Christine Meindl
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
| | - Andreas Holzamer
- Department of Cardiothoracic Surgery, University Medical Center, Regensburg, Germany
| | - Michael Hilker
- Department of Cardiothoracic Surgery, University Medical Center, Regensburg, Germany
| | - Marcus Creutzenberg
- Department of Anesthesiology, University Medical Center, Regensburg, Germany
| | - Samuel Sossalla
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
| | - Lars Maier
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
| | - Carsten Jungbauer
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
| | - Kurt Debl
- Department of Internal Medicine II, University Medical Center, Regensburg, Germany
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Corcione N, Romano S, Morello A, Ferraro P, Cimmino M, Albanese M, Tufano M, Capasso D, Buonpane S, Giordano S, Pepe M, Biondi-Zoccai G, Romano MF, Giordano A. Thrombocytopenia Complicating Transcatheter Aortic Valve Implantation: Differences Between Two New-Generation Devices. J Cardiovasc Transl Res 2021; 14:1104-1113. [PMID: 33721196 PMCID: PMC8651580 DOI: 10.1007/s12265-021-10117-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Accepted: 02/25/2021] [Indexed: 02/08/2023]
Abstract
Thrombocytopenia after TAVI is common and clinically detrimental. Retrospectively, we observed Portico recipients had a more profound platelet drop than Evolut recipients. We thus investigated periprocedural platelet damage and/orpro-inflammatory state in 64 TAVI recipients at baseline and after implantation. Platelet damage was assessed by annexin V staining and monocyte-phagocytic phenotype was assessed according to CD14/CD36 expression. Serum cytokines were measured in 20 patients. The formaldehyde-based storage solution altered platelets. When, before being loaded onto the delivery system, Portico underwent one additional flushing to those recommended, the receiving patients showed thrombocytopenia, platelet damage, and CD36-monocyte count were mitigated. A general increase in IL-6 was recorded in overall TAVI recipients, but a high serum level of IL-8, a potent thrombocytopenia inducer, was measured in Portico recipients only, including those with extra-rinsed valve. Our study suggests a platelet-injury effect by storage-solution and generates the hypothesis of a role for the biomaterial in stimulating innate-immunity. Larger prospective studies are needed. Graphical Abstract ![]()
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Affiliation(s)
- Nicola Corcione
- Unità Operativa di Interventistica Cardiovascolare, Pineta Grande Hospital, Castel Volturno, Italy
| | - Simona Romano
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università di Napoli Federico II, Pansini, 5, 80131, Napoli, Italy
| | - Alberto Morello
- Unità Operativa di Interventistica Cardiovascolare, Pineta Grande Hospital, Castel Volturno, Italy
| | - Paolo Ferraro
- Unità Operativa di Emodinamica, Santa Lucia Hospital, San Giuseppe Vesuviano, Italy
| | - Michele Cimmino
- Unità Operativa di Emodinamica, Santa Lucia Hospital, San Giuseppe Vesuviano, Italy
| | - Michele Albanese
- Unità Operativa di Emodinamica, Santa Lucia Hospital, San Giuseppe Vesuviano, Italy
| | - Martina Tufano
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università di Napoli Federico II, Pansini, 5, 80131, Napoli, Italy
| | - Daniela Capasso
- Dipartimento Cuore U.O.C. Cardiologia-UTIC, Pineta Grande Hospital, Castel Volturno, Italy
| | - Salvatore Buonpane
- Unità di Medicina di Laboratorio, Pineta Grande Hospital, Castel Volturno, Italy
| | - Salvatore Giordano
- Unità Operativa di Interventistica Cardiovascolare, Pineta Grande Hospital, Castel Volturno, Italy
| | - Martino Pepe
- Division of Cardiology, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Giuseppe Biondi-Zoccai
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Latina, Italy.,Mediterranea Cardiocentro, Napoli, Italy
| | - Maria Fiammetta Romano
- Dipartimento di Medicina Molecolare e Biotecnologie Mediche, Università di Napoli Federico II, Pansini, 5, 80131, Napoli, Italy.
| | - Arturo Giordano
- Unità Operativa di Interventistica Cardiovascolare, Pineta Grande Hospital, Castel Volturno, Italy
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Grossman K, Williams MR, Ibrahim H. Between a Rock and a Hard Place: How to Use Antithrombotics in Patients Undergoing Transcatheter Aortic Valve Replacement. US CARDIOLOGY REVIEW 2020. [DOI: 10.15420/usc.2019.01] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Transcatheter aortic valve replacement (TAVR) has become the preferred method for management of severe aortic stenosis in patients who are at high and intermediate surgical risk, and has recently gained approval from the Food and Drug Administration in the US for use in patients at low risk for surgery. Thrombocytopenia and thromboembolic events in patients undergoing TAVR is associated with increased morbidity and mortality, and yet there is insufficient evidence supporting the current guideline-mediated therapy for antithrombotics post-TAVR. In this article, the authors review current guidelines for antithrombotic therapy in patients undergoing TAVR, studies evaluating antiplatelet regimens, and studies evaluating the use of platelet function testing after TAVR. They also offer a potential link between thrombocytopenia and antiplatelet treatments in patients undergoing TAVR.
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Affiliation(s)
| | - Mathew R Williams
- Departments of Surgery and Medicine, NYU Langone Health, New York, NY
| | - Homam Ibrahim
- Departments of Surgery and Medicine, NYU Langone Health, New York, NY
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Ashley KE, Hillegass WB. Clopidogrel pretreatment may reduce early acquired thrombocytopenia after transcatheter aortic valve replacement (TAVR). Catheter Cardiovasc Interv 2019; 94:818-819. [PMID: 31737991 DOI: 10.1002/ccd.28569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2019] [Accepted: 10/24/2019] [Indexed: 11/11/2022]
Abstract
Transcatheter aortic valve replacement (TAVR) causes early acquired thrombocytopenia on postoperative Days 1 and 2 in 30-50% of patients. While usually transient and rarely severe, early acquired thrombocytopenia is strongly associated with 30-day and 1-year post-TAVR outcomes, including mortality. Observation from a prospective registry suggests pretreatment with the P2Y12 receptor inhibitor clopidogrel before TAVR reduces the frequency and magnitude of early acquired thrombocytopenia. If a protective effect of clopidogrel pretreatment on early thrombocytopenia can be confirmed, then further study to determine if this translates into improved TAVR outcomes is warranted.
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Affiliation(s)
- Kellan E Ashley
- Department of Interventional Cardiovascular Disease, University of Mississippi Medical Center, Jackson, Mississippi.,Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi
| | - William B Hillegass
- Department of Medicine, University of Mississippi Medical Center, Jackson, Mississippi.,Department of Data Science, University of Mississippi Medical Center, Jackson, Mississippi
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