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Neri S, Brandsma ET, Mul FPJ, Kuijpers TW, Matlung HL, van Bruggen R. An AI-based imaging flow cytometry approach to study erythrophagocytosis. Cytometry A 2024; 105:763-771. [PMID: 39248056 DOI: 10.1002/cyto.a.24894] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 07/03/2024] [Accepted: 07/26/2024] [Indexed: 09/10/2024]
Abstract
Erythrophagocytosis is a process consisting of recognition, engulfment and digestion by phagocytes of antibody-coated or damaged erythrocytes. Understanding the dynamics that are behind erythrophagocytosis is fundamental to comprehend this cellular process under specific circumstances. Several techniques have been used to study phagocytosis. Among these, an interesting approach is the use of Imaging Flow Cytometry (IFC) to distinguish internalization and binding of cells or particles. However, this method requires laborious analysis. Here, we introduce a novel approach to analyze the phagocytosis process by combining Artificial Intelligence (AI) with IFC. Our study demonstrates that this approach is highly suitable to study erythrophagocytosis, categorizing internalized, bound and non-bound erythrocytes. Validation experiments showed that our pipeline performs with high accuracy and reproducibility.
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Affiliation(s)
- S Neri
- Sanquin Research and Landsteiner Laboratory, Academic Medical Centre, Amsterdam, The Netherlands
| | - E T Brandsma
- Saxion, Academy Life Science Engineering and Design, University of Applied Science, Enschede, The Netherlands
| | - F P J Mul
- Department Central Cell Analysis Facility, Sanquin Research and Landsteiner Laboratory, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - T W Kuijpers
- Sanquin Research and Landsteiner Laboratory, Academic Medical Centre, Amsterdam, The Netherlands
| | - H L Matlung
- Sanquin Research and Landsteiner Laboratory, Academic Medical Centre, Amsterdam, The Netherlands
| | - R van Bruggen
- Sanquin Research and Landsteiner Laboratory, Academic Medical Centre, Amsterdam, The Netherlands
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Senthilkumaran S, Arathisenthil SV, Williams J, Almeida JR, Williams HF, Rajan E, Thirumalaikolundusubramanian P, Patel K, Vaiyapuri S. Neutrophil-mediated erythrophagocytosis following Russell's viper (Daboia russelii) bite. Toxicon 2023; 228:107111. [PMID: 37060927 DOI: 10.1016/j.toxicon.2023.107111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/27/2023] [Accepted: 04/04/2023] [Indexed: 04/17/2023]
Abstract
Snakebite envenomation is regarded as a high-priority neglected tropical disease by the World Health Organisation, as it results in significant loss of lives and permanent disabilities. Russell's viper is one of the snakes that causes morbidities, mortalities and disabilities in India. The clinical presentation of Russell's viper envenomation is characterised by local envenoming effects, tissue damage, venom-induced coagulopathy, neurotoxicity, and kidney injury. However, venom composition and its mechanisms of toxicity are highly variable even within snakes of the same species including Russell's viper. This variation in venom composition results in a broad range of clinical complications. Here we present a previously undocumented case of neutrophil-mediated erythrophagocytosis in a healthy 28-year-old female following Russell's viper bite. Systemic envenomation effects and bleeding abnormalities in this patient were corrected by the administration of polyvalent antivenom. Two days later, the patient developed progressive swelling and ecchymosis in the bitten limb. Observed abnormal limits within blood testing were followed up by a peripheral blood smear where it was found that 30% of neutrophils had phagocytosed erythrocytes as they were found within the cytoplasm. The patient underwent a fasciotomy for compartmental syndrome and received packed red cells and a course of corticosteroids. Following this treatment, the patient made a full recovery. This case report outlines a previously undocumented pathological event induced by Russell's viper envenomation, guiding diagnosis and treatment. Clinicians' knowledge of the mechanisms of toxicity of Russell's viper envenomation and its clinical manifestations are essential for improving the treatment of snakebites to achieve positive outcomes.
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Affiliation(s)
| | | | - Jarred Williams
- School of Pharmacy, University of Reading, Reading, RG6 6UB, UK
| | - José R Almeida
- School of Pharmacy, University of Reading, Reading, RG6 6UB, UK
| | - Harry F Williams
- Toxiven Biotech Private Limited, Coimbatore, 641042, Tamil Nadu, India
| | | | | | - Ketan Patel
- School of Biological Sciences, University of Reading, RG6 6UB, UK
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Amelirad A, Modaresi P, Soltani H. Neutrophilic erythrophagocytosis in myelodysplastic syndrome and cold agglutinin disease co-occurrence. Clin Case Rep 2023; 11:e6828. [PMID: 36654697 PMCID: PMC9834606 DOI: 10.1002/ccr3.6828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/01/2022] [Accepted: 12/14/2022] [Indexed: 01/13/2023] Open
Abstract
In this article, we report the rare phenomenon of erythrophagocytosis by neutrophils in peripheral blood smear of a 56-year-old male patient with concurrent myelodysplastic syndrome and cold agglutinin disease.
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Affiliation(s)
- Asra Amelirad
- Kowsar Medical Laboratory, Kowsar HospitalKurdistan University of Medical SciencesSanandajIran
| | - Parisa Modaresi
- Department of Pathology, Kowsar HospitalKurdistan University of Medical SciencesSanandajIran
| | - Hassan Soltani
- Public Health Laboratory GroupKurdistan University of Medical SciencesSanandajIran
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Gupta P, Biswas S, Singh MS, Gupta R. Neutrophilic Erythrophagocytosis and Reticulocytopenia: A Rare Manifestation of Cold Autoimmune Hemolytic Anemia. Turk J Haematol 2022; 39:211-212. [PMID: 35297241 PMCID: PMC9421340 DOI: 10.4274/tjh.galenos.2022.2022.0008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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Handra-Luca A, Challal S. Synovial fluid erythrophagocytosis: Inflammation or drug-induced change? Cytopathology 2019; 31:83-84. [PMID: 31411760 DOI: 10.1111/cyt.12768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2019] [Revised: 08/02/2019] [Accepted: 08/05/2019] [Indexed: 11/30/2022]
Affiliation(s)
- Adriana Handra-Luca
- APHP GHU Avicenne, Bobigny , France.,University Paris Nord, UFR SMBH, Bobigny, France
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Shobhanaa PS, Kakkar N. Neutrophilic Erythrophagocytosis in MDS-MLD. Indian J Hematol Blood Transfus 2019; 35:184-185. [PMID: 30828172 DOI: 10.1007/s12288-018-1019-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 09/25/2018] [Indexed: 11/30/2022] Open
Affiliation(s)
- P S Shobhanaa
- Department of Pathology, Christian Medical College and Hospital, Brown Road, Ludhiana, Punjab 141 008 India
| | - Naveen Kakkar
- Department of Pathology, Christian Medical College and Hospital, Brown Road, Ludhiana, Punjab 141 008 India
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Affiliation(s)
- Jaewoo Song
- Department of Laboratory Medicine, Yonsei University College of Medicine, Seoul, Korea
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