1
|
Akiki P, Dedeken L, Ferster A, Doyen V, Dupire G, Nagant C, Smet J, Ghorra N, Ruth I, Lauwers M, Daubie V, Corazza F, El Kenz H. Pilot study on the use of basophil activation tests and skin tests for the prevention of allergic transfusion reactions. Front Allergy 2024; 4:1328227. [PMID: 38260175 PMCID: PMC10801240 DOI: 10.3389/falgy.2023.1328227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Accepted: 12/22/2023] [Indexed: 01/24/2024] Open
Abstract
Background and objectives Management of severe allergic transfusion reactions (ATR) is challenging. In this study, we investigate the usefulness of skin tests and basophil activation tests (BAT) in chronically transfused patients for the prevention of future ATR. Materials and methods BAT and skin tests were carried with the supernatant of red blood cell (RBC) units for a sickle-cell disease patient under chronic exchange transfusion who has presented a severe ATR, in order to prevent potential future ATR. If the results for both BAT and skin tests were negative, the RBC units could be transfused to the patient. If either one of the results was positive, the tested RBC unit was discarded for the patient. Results 192 RBC units were tested with both tests. The level of results concordance between the two tests was 95%. Out of the 169 negative units with both tests, 118 units were transfused to the patient for which he presented no ATR. Conclusion In our study, combining both BAT and skin tests was associated with a good negative predictive value since we were able to safely transfuse our patient. Further studies are still necessary to confirm this result but this pilot study indicates that skin tests and BAT might help prevent ATR. When BAT is not available, skin tests may also be useful in preventing ATR.
Collapse
Affiliation(s)
- Philippe Akiki
- Blood Bank Department, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Laurence Dedeken
- Department of Pediatric Hematology Oncology, Hôpital Universitaire des Enfants Reine Fabiola, Université Libre de Bruxelles, Brussels, Belgium
| | - Alina Ferster
- Department of Pediatric Hematology Oncology, Hôpital Universitaire des Enfants Reine Fabiola, Université Libre de Bruxelles, Brussels, Belgium
| | - Virginie Doyen
- Department of Immuno-Allergology, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Gwendy Dupire
- Department of Immuno-Allergology, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Carole Nagant
- Laboratory of Immunology, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Julie Smet
- Laboratory of Immunology, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Nathalie Ghorra
- Laboratory of Immunology, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Isabelle Ruth
- Blood Bank Department, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Maïlis Lauwers
- Blood Bank Department, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Valery Daubie
- Blood Bank Department, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Francis Corazza
- Laboratory of Immunology, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| | - Hanane El Kenz
- Blood Bank Department, Brugmann University Hospital, Université Libre de Bruxelles, Brussels, Belgium
| |
Collapse
|
2
|
Usami Y, Yanagisawa R, Kanai R, Ide Y, Konno S, Iwama M, Futatsugi A, Takeshita T, Furui Y, Komori K, Kurata T, Saito S, Tanaka M, Nakazawa Y, Sakashita K, Tozuka M. Basophil activation test for allergic and febrile non-haemolytic transfusion reactions among paediatric patients with haematological or oncological disease. Vox Sang 2023; 118:41-48. [PMID: 36224113 DOI: 10.1111/vox.13365] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 09/09/2022] [Accepted: 09/18/2022] [Indexed: 01/17/2023]
Abstract
BACKGROUND AND OBJECTIVES Allergic transfusion reactions (ATRs) and febrile non-haemolytic transfusion reactions (FNHTRs) are common, although their mechanisms remain unclear. Immunoglobulin E (IgE)-mediated type I hypersensitivity may be involved in the pathogenesis of ATR. A basophil activation test (BAT) may help elucidate this process. MATERIALS AND METHODS The BAT was based on peripheral blood samples from paediatric patients with a haematological or oncological disease and on samples of residual blood products transfused in each case. Dasatinib was used to evaluate whether basophil activation was mediated by an IgE-dependent pathway. RESULTS Twenty-seven patients with and 19 patients without ATR/FNHTR were included in this study, respectively. The median BAT values associated with ATR- (n = 41) and FNHTR-causing (n = 5) blood products were 22.1% (range = 6.1%-77.0%) and 27.8% (range = 15.2%-47.8%), respectively, which were higher than the median value of 8.5% (range = 1.1%-40.9%) observed in blood products without a transfusion reaction. Dasatinib suppressed basophil activity. BAT values were comparable in patients with ATR regardless of severity. Meanwhile, BAT values analysed with blood products non-causal for ATR/FNHTR were higher in patients with ATR/FNHTR than in those without. CONCLUSION The IgE-mediated type I hypersensitivity may be involved in the pathogenesis of ATR and FNHTR. BAT analyses may help elucidate the underlying mechanisms and identify patients at risk.
Collapse
Affiliation(s)
- Yoko Usami
- Department of Laboratory Medicine, Shinshu University Hospital, Matsumoto, Japan.,Life Science Research Centre, Nagano Children's Hospital, Azumino, Japan
| | - Ryu Yanagisawa
- Life Science Research Centre, Nagano Children's Hospital, Azumino, Japan.,Division of Blood Transfusion, Shinshu University Hospital, Matsumoto, Japan.,Centre for Advanced Cell Therapy, Shinshu University Hospital, Matsumoto, Japan
| | - Ryo Kanai
- Division of Blood Transfusion, Shinshu University Hospital, Matsumoto, Japan
| | - Yuichiro Ide
- Department of Laboratory Medicine, Shinshu University Hospital, Matsumoto, Japan.,Life Science Research Centre, Nagano Children's Hospital, Azumino, Japan
| | - Saori Konno
- Department of Laboratory Medicine, Shinshu University Hospital, Matsumoto, Japan.,Life Science Research Centre, Nagano Children's Hospital, Azumino, Japan
| | - Maria Iwama
- Department of Laboratory Medicine, Nagano Children's Hospital, Azumino, Japan
| | - Akiko Futatsugi
- Department of Laboratory Medicine, Nagano Children's Hospital, Azumino, Japan
| | - Tomoko Takeshita
- Department of Laboratory Medicine, Nagano Children's Hospital, Azumino, Japan
| | - Yu Furui
- Department of Haematology and Oncology, Nagano Children's Hospital, Azumino, Japan
| | - Kazutoshi Komori
- Department of Haematology and Oncology, Nagano Children's Hospital, Azumino, Japan
| | - Takashi Kurata
- Department of Haematology and Oncology, Nagano Children's Hospital, Azumino, Japan
| | - Shoji Saito
- Department of Paediatrics, Shinshu University School of Medicine, Matsumoto, Japan
| | - Miyuki Tanaka
- Department of Paediatrics, Shinshu University School of Medicine, Matsumoto, Japan
| | - Yozo Nakazawa
- Department of Paediatrics, Shinshu University School of Medicine, Matsumoto, Japan
| | - Kazuo Sakashita
- Life Science Research Centre, Nagano Children's Hospital, Azumino, Japan.,Department of Haematology and Oncology, Nagano Children's Hospital, Azumino, Japan
| | - Minoru Tozuka
- Life Science Research Centre, Nagano Children's Hospital, Azumino, Japan.,Department of Laboratory Medicine, Nagano Children's Hospital, Azumino, Japan
| |
Collapse
|
3
|
Whitaker B, Pizarro J, Deady M, Williams A, Ezzeldin H, Belov A, Kanderian S, Billings D, Cook K, Hettinger AZ, Anderson S. Detection of allergic transfusion-related adverse events from electronic medical records. Transfusion 2022; 62:2029-2038. [PMID: 36004803 DOI: 10.1111/trf.17069] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 07/18/2022] [Accepted: 07/19/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND Transfusion-related adverse events can be unrecognized and unreported. As part of the US Food and Drug Administration's Center for Biologics Evaluation and Research Biologics Effectiveness and Safety initiative, we explored whether machine learning methods, such as natural language processing (NLP), can identify and report transfusion allergic reactions (ARs) from electronic health records (EHRs). STUDY DESIGN AND METHODS In a 4-year period, all 146 reported transfusion ARs were pulled from a database of 86,764 transfusions in an academic health system, along with a random sample of 605 transfusions without reported ARs. Structured and unstructured EHR data were retrieved, including demographics, new symptoms, medications, and lab results. In unstructured data, evidence from clinicians' notes, test results, and prescriptions fields identified transfusion ARs, which were used to extract NLP features. Clinician reviews of selected validation cases assessed and confirmed model performance. RESULTS Clinician reviews of selected validation cases yielded a sensitivity of 67.9% and a specificity of 97.5% at a threshold of 0.9, with a positive predictive value (PPV) of 84%, estimated to 4.5% when extrapolated to match transfusion AR incidence in the full transfusion dataset. A higher threshold achieved sensitivity of 43% with specificity/PPV of 100% in our validation set. Essential features predicting ARs were recognized transfusion reactions, administration of antihistamines or glucocorticoids, and skin symptoms (e.g., hives and itching). Removal of NLP features decreased model performance. DISCUSSION NLP algorithms can identify transfusion reactions from the EHR with a reasonable level of precision for subsequent clinician review and confirmation.
Collapse
Affiliation(s)
- Barbee Whitaker
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Jeno Pizarro
- International Business Machines (IBM) Corporation, Bethesda, Maryland, USA
| | - Matthew Deady
- International Business Machines (IBM) Corporation, Bethesda, Maryland, USA
| | - Alan Williams
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Hussein Ezzeldin
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Artur Belov
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| | - Sami Kanderian
- International Business Machines (IBM) Corporation, Bethesda, Maryland, USA
| | - Douglas Billings
- International Business Machines (IBM) Corporation, Bethesda, Maryland, USA
| | - Kerry Cook
- International Business Machines (IBM) Corporation, Bethesda, Maryland, USA
| | - Aaron Z Hettinger
- Center for Biostatistics, Informatics and Data Science, MedStar Health Research Institute, Hyattsville, Maryland, USA
| | - Steven Anderson
- Office of Biostatistics and Pharmacovigilance, Center for Biologics Evaluation and Research, US Food and Drug Administration, Silver Spring, Maryland, USA
| |
Collapse
|
4
|
Hayashi T, Hayashi A, Fujimura Y, Masaki M, Kishikawa T, Sakaguchi H, Tanaka M, Kimura T, Tani Y, Takihara Y, Hirayama F. Dual preparation of plasma and platelet concentrates in platelet additive solution from platelet concentrates in plasma using a novel filtration system. Vox Sang 2021; 117:49-57. [PMID: 34082471 DOI: 10.1111/vox.13155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 05/06/2021] [Accepted: 05/14/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND OBJECTIVES Platelet concentrates suspended in a platelet additive solution (PAS-PC) are associated with a reduction in allergic response and are suitable for preparing pathogen-inactivated PC. We aimed to develop an efficient platform for the dual preparation of PAS-PC and platelet-poor plasma. MATERIALS AND METHODS PAS-PC was prepared in six steps by using a hollow-fibre system based on cross-flow filtration: priming, loading PC, loading PAS, collection of filtered liquid (flow-through) and collection of platelets by washing with PAS followed by washing with air. In this study, the efficacy of platelet and plasma protein recovery and characteristics of recovered PAS-PC and flow-through plasma were analysed in detail. RESULTS Recoveries of platelet in PAS-PC and plasma protein in the flow-through were 95.4% ± 3.7% and 61.6% ± 5.0%, respectively. The residual plasma protein in PAS-PC was 34.1% ± 2.8%. Although the expression level of CD62P, a platelet activation marker, in recovered platelets was approximately 1.2-fold of that in original platelets, swirling patterns were well retained, and aggregation in PAS-PC was not visible. Agonist-induced aggregabilities, platelet morphology and hypotonic shock recovery were conserved. The patterns of plasma protein and lipoprotein in the flow-through were comparable with those in the original PCs. The multimeric pattern analysis of VWF remained unaltered. CONCLUSION We propose a highly efficient preparation system that enables the simultaneous production of PAS-PC and platelet-poor plasma. It also achieves a high recovery of functionally well-retained platelets with very low activation.
Collapse
Affiliation(s)
- Tomoya Hayashi
- Japanese Red Cross Kinki Block Blood Centre, Ibaraki, Japan
| | - Akihiro Hayashi
- Advanced Materials Research Laboratories, Toray Industries, Inc., Otsu, Japan
| | | | - Mikako Masaki
- Japanese Red Cross Kinki Block Blood Centre, Ibaraki, Japan
| | - Tatsuya Kishikawa
- Advanced Materials Research Laboratories, Toray Industries, Inc., Otsu, Japan
| | - Hirokazu Sakaguchi
- Advanced Materials Research Laboratories, Toray Industries, Inc., Otsu, Japan
| | | | | | - Yoshihiko Tani
- Central Blood Institute, Japanese Red Cross, Tokyo, Japan
| | | | | |
Collapse
|
5
|
Okamura I, Matsuyama N, Yasui K, Hirayama F, Ikeda T. Clinical utility of the basophil activation test for analysis of allergic transfusion reactions: a pilot study. Vox Sang 2017; 112:114-121. [PMID: 28070919 DOI: 10.1111/vox.12471] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2016] [Revised: 10/11/2016] [Accepted: 10/12/2016] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND OBJECTIVES In previous studies, we demonstrated that the basophil-activating effects of supernatants found in residual-transfused platelet concentrates (PC-SNs) on whole blood basophils in cases of allergic transfusion reactions (ATRs) could be assessed by the basophil activation test (BAT) in terms of allergen/IgE dependency. However, in these studies, the basophils were derived from third-party healthy volunteers. In this study, we performed BAT using patients' own blood basophils to analyse ATRs. MATERIALS AND METHODS The BAT was performed in two cases of severe ATRs using residual PC-SNs and the patients' own basophils in the presence and absence of dasatinib, an inhibitor of IgE-mediated basophil activation. RESULTS In both cases, PC-SNs exhibited basophil-activating activity against the patients' basophils, but not against basophils from third-party healthy volunteers. In addition, basophil activation was inhibited in the presence of dasatinib, indicating that the basophils were activated in an allergen/IgE-dependent manner. Of note, the basophils in Case 2, but not in Case 1, were activated by PC-SNs from some unrelated non-haemolytic transfusion reaction cases. CONCLUSION This pilot study indicates that the BAT may be useful in clarifying the causal relationship between ATRs and transfused blood as well as in elucidating the mechanisms behind ATRs considering the allergen/IgE-dependent pathway.
Collapse
Affiliation(s)
- I Okamura
- Division of Hematology and Stem Cell Transplantation, Shizuoka Cancer Center, Shizuoka, Japan
| | - N Matsuyama
- Japanese Red Cross Kinki Block Blood Center, Ibaraki, Osaka, Japan
| | - K Yasui
- Japanese Red Cross Kinki Block Blood Center, Ibaraki, Osaka, Japan
| | - F Hirayama
- Japanese Red Cross Kinki Block Blood Center, Ibaraki, Osaka, Japan
| | - T Ikeda
- Division of Hematology and Stem Cell Transplantation, Shizuoka Cancer Center, Shizuoka, Japan
| |
Collapse
|
6
|
Abstract
Background: Although red cell transfusions are lifesavers for patients with thalassemia, they are responsible for a series of complications and expose the patients to a variety of risks. Material and Methods: This cross-sectional study included 464 Egyptian beta(β) thalassemia major patients whose age ranged between 10 months and 31 years (mean 10.2 ± 6.6 years). All patients were subjected to thorough history taking with special emphasis on blood transfusions regarding rate of blood transfusion, type of received blood, and history of previous transfusion reactions in addition to type of chelation and compliance to iron chelation therapy and history of diabetes. Serum ferritin and pretransfusion hemoglobin assessment were done for all patients. Results: The mean pretransfusion hemoglobin level was 5.7 ± 1.16 g/dl. Allergic reactions were observed in 3.9% of the patients during the period of the study, while the history of previous allergic reaction was given by 72% of the patients. Deferiprone showed better compliance (58.6%) than deferoxamine (26.3%). The prevalence of diabetes was 10.1% among the studied group. On comparing diabetics to nondiabetics, serum ferritin, transfusion intervals, and age were statistically higher among diabetics (P<0.001). Conclusion: Lower pretransfusion hemoglobin and high rate of prevalence of diabetes, in addition to better compliance to deferiprone than deferoxamine, were detected among the patients.
Collapse
Affiliation(s)
- Lamis A Ragab
- Department of Pediatrics, Cairo University, Cairo, Egypt
| | | | | | | |
Collapse
|