1
|
Peters MAE, King AA, Wale N. Red blood cell dynamics during malaria infection challenge the assumptions of mathematical models of infection dynamics. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.10.575051. [PMID: 38260611 PMCID: PMC10802624 DOI: 10.1101/2024.01.10.575051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
For decades, mathematical models have been used to understand the course and outcome of malaria infections (i.e., infection dynamics) and the evolutionary dynamics of the parasites that cause them. A key conclusion of these models is that red blood cell (RBC) availability is a fundamental driver of infection dynamics and parasite trait evolution. The extent to which this conclusion holds will in part depend on model assumptions about the host-mediated processes that regulate RBC availability i.e., removal of uninfected RBCs and supply of RBCs. Diverse mathematical functions have been used to describe host-mediated RBC supply and clearance, but it remains unclear whether they adequately capture the dynamics of RBC supply and clearance during infection. Here, we use a unique dataset, comprising time-series measurements of erythrocyte (i.e., mature RBC) and reticulocyte (i.e., newly supplied RBC) densities during Plasmodium chabaudi malaria infection, and a quantitative data-transformation scheme to elucidate whether RBC dynamics conform to common model assumptions. We found that RBC clearance and supply are not well described by mathematical functions commonly used to model these processes. Furthermore, the temporal dynamics of both processes vary with parasite growth rate in a manner again not captured by existing models. Together, these finding suggest that new model formulations are required if we are to explain and ultimately predict the within-host population dynamics and evolution of malaria parasites.
Collapse
|
2
|
Beuret L, Fortier-Beaulieu SP, Rondeau V, Roy S, Houde N, Balabanian K, Espéli M, Charron J. Mek1 and Mek2 Functional Redundancy in Erythropoiesis. Front Cell Dev Biol 2021; 9:639022. [PMID: 34386488 PMCID: PMC8353236 DOI: 10.3389/fcell.2021.639022] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 06/21/2021] [Indexed: 12/23/2022] Open
Abstract
Several studies have established the crucial role of the extracellular signal–regulated kinase (ERK)/mitogen-activated protein kinase pathway in hematopoietic cell proliferation and differentiation. MEK1 and MEK2 phosphorylate and activate ERK1 and ERK2. However, whether MEK1 and MEK2 differentially regulate these processes is unknown. To define the function of Mek genes in the activation of the ERK pathway during hematopoiesis, we generated a mutant mouse line carrying a hematopoietic-specific deletion of the Mek1 gene function in a Mek2 null background. Inactivation of both Mek1 and Mek2 genes resulted in death shortly after birth with a severe anemia revealing the essential role of the ERK pathway in erythropoiesis. Mek1 and Mek2 functional ablation also affected lymphopoiesis and myelopoiesis. In contrast, mice that retained one functional Mek1 (1Mek1) or Mek2 (1Mek2) allele in hematopoietic cells were viable and fertile. 1Mek1 and 1Mek2 mutants showed mild signs of anemia and splenomegaly, but the half-life of their red blood cells and the response to erythropoietic stress were not altered, suggesting a certain level of Mek redundancy for sustaining functional erythropoiesis. However, subtle differences in multipotent progenitor distribution in the bone marrow were observed in 1Mek1 mice, suggesting that the two Mek genes might differentially regulate early hematopoiesis.
Collapse
Affiliation(s)
- Laurent Beuret
- Centre de Recherche sur le Cancer de l'Université Laval, Centre de Recherche du CHU de Québec-Université Laval (Oncology), Québec, QC, Canada
| | - Simon-Pierre Fortier-Beaulieu
- Centre de Recherche sur le Cancer de l'Université Laval, Centre de Recherche du CHU de Québec-Université Laval (Oncology), Québec, QC, Canada
| | - Vincent Rondeau
- Université de Paris, Institut de Recherche Saint Louis, EMiLy, Inserm U1160, Paris, France.,OPALE Carnot Institute, The Organization for Partnerships in Leukemia, Hôpital Saint-Louis, Paris, France
| | - Sophie Roy
- Centre de Recherche sur le Cancer de l'Université Laval, Centre de Recherche du CHU de Québec-Université Laval (Oncology), Québec, QC, Canada
| | - Nicolas Houde
- Centre de Recherche sur le Cancer de l'Université Laval, Centre de Recherche du CHU de Québec-Université Laval (Oncology), Québec, QC, Canada
| | - Karl Balabanian
- Université de Paris, Institut de Recherche Saint Louis, EMiLy, Inserm U1160, Paris, France.,OPALE Carnot Institute, The Organization for Partnerships in Leukemia, Hôpital Saint-Louis, Paris, France
| | - Marion Espéli
- Université de Paris, Institut de Recherche Saint Louis, EMiLy, Inserm U1160, Paris, France.,OPALE Carnot Institute, The Organization for Partnerships in Leukemia, Hôpital Saint-Louis, Paris, France
| | - Jean Charron
- Centre de Recherche sur le Cancer de l'Université Laval, Centre de Recherche du CHU de Québec-Université Laval (Oncology), Québec, QC, Canada.,Department of Molecular Biology, Medical Biochemistry and Pathology, Université Laval, Québec, QC, Canada
| |
Collapse
|
3
|
Tang F, Feng L, Li R, Wang W, Liu H, Yang Q, Ge RL. Inhibition of Suicidal Erythrocyte Death by Chronic Hypoxia. High Alt Med Biol 2018; 20:112-119. [PMID: 30192653 DOI: 10.1089/ham.2017.0159] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
Background/Aims: High-altitude polycythemia is defined by the increase of hematocrit and hemoglobin at high altitudes caused by production of excessive erythrocytes. Eryptosis is a process by which mature erythrocytes undergo self-destruction sharing several features with apoptosis. However, the eryptosis in high-altitude hypobaric hypoxia is unknown. Thus, the main purpose of this study was to investigate whether chronic hypoxia affected eryptosis and, if so, by what mechanisms. Methods: Biotin labeling technology was utilized to study the survival of red blood cells in chronic hypoxia. Flow cytometry was used to determine the volume of mature erythrocytes from forward scatter, phosphatidylserine scrambling from annexin-V-binding, intracellular Ca2+ from Fluo-3-AM, reactive oxygen species (ROS) abundance from ROS-probe, and ceramide and CD47 abundance utilizing specific antibodies. Results: The volume of mature erythrocytes was significantly changed, and the percentage of annexin-V-binding cells was significantly decreased under chronic hypobaric hypoxia. Erythrocyte survival was improved under chronic hypoxia, and chronic hypoxia resulted in a decrease in intracellular Ca2+ in vivo and influenced eryptosis which was induced by the Ca2+-ionophore ionomycin (1 μM, 60 minutes) in vitro. Chronic hypoxia also resulted in an increase in CD47 and ceramide abundance, but it had no effect on ROS formation. Conclusions: Chronic hypobaric hypoxia can inhibit eryptosis by decreasing intracellular Ca2+ and increasing integrin-associated protein CD47.
Collapse
Affiliation(s)
- Feng Tang
- 1 Research Center for High Altitude Medicine, Qinghai University, Xining, People's Republic of China.,2 Qinghai-Utah Joint Research Key Lab for High Altitude Medicine, Qinghai University Medical College, Qinghai, Xining, People's Republic of China
| | - Lin Feng
- 1 Research Center for High Altitude Medicine, Qinghai University, Xining, People's Republic of China
| | - Runle Li
- 1 Research Center for High Altitude Medicine, Qinghai University, Xining, People's Republic of China.,2 Qinghai-Utah Joint Research Key Lab for High Altitude Medicine, Qinghai University Medical College, Qinghai, Xining, People's Republic of China
| | - Wei Wang
- 1 Research Center for High Altitude Medicine, Qinghai University, Xining, People's Republic of China
| | - Huihui Liu
- 1 Research Center for High Altitude Medicine, Qinghai University, Xining, People's Republic of China
| | - Quanyu Yang
- 1 Research Center for High Altitude Medicine, Qinghai University, Xining, People's Republic of China.,2 Qinghai-Utah Joint Research Key Lab for High Altitude Medicine, Qinghai University Medical College, Qinghai, Xining, People's Republic of China
| | - Ri-Li Ge
- 1 Research Center for High Altitude Medicine, Qinghai University, Xining, People's Republic of China.,2 Qinghai-Utah Joint Research Key Lab for High Altitude Medicine, Qinghai University Medical College, Qinghai, Xining, People's Republic of China
| |
Collapse
|
4
|
Huang Z, Liu Y, Mao Y, Chen W, Xiao Z, Yu Y. Relationship between glycated haemoglobin concentration and erythrocyte survival in type 2 diabetes mellitus determined by a modified carbon monoxide breath test. J Breath Res 2018; 12:026004. [DOI: 10.1088/1752-7163/aa9081] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
|
5
|
Understanding quasi-apoptosis of the most numerous enucleated components of blood needs detailed molecular autopsy. Ageing Res Rev 2017; 35:46-62. [PMID: 28109836 DOI: 10.1016/j.arr.2017.01.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 11/22/2016] [Accepted: 01/13/2017] [Indexed: 12/12/2022]
Abstract
Erythrocytes are the most numerous cells in human body and their function of oxygen transport is pivotal to human physiology. However, being enucleated, they are often referred to as a sac of molecules and their cellularity is challenged. Interestingly, their programmed death stands a testimony to their cell-hood. They are capable of self-execution after a defined life span by both cell-specific mechanism and that resembling the cytoplasmic events in apoptosis of nucleated cells. Since the execution process lacks the nuclear and mitochondrial events in apoptosis, it has been referred to as quasi-apoptosis or eryptosis. Several studies on molecular mechanisms underlying death of erythrocytes have been reported. The data has generated a non-cohesive sketch of the process. The lacunae in the present knowledge need to be filled to gain deeper insight into the mechanism of physiological ageing and death of erythrocytes, as well as the effect of age of organism on RBCs survival. This would entail how the most numerous cells in the human body die and enable a better understanding of signaling mechanisms of their senescence and premature eryptosis observed in individuals of advanced age.
Collapse
|
6
|
Effect of the polydispersity of RBCs on the recovery rate of RBCs during the removal of CPAs. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2015; 2014:792302. [PMID: 25580156 PMCID: PMC4279270 DOI: 10.1155/2014/792302] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2014] [Revised: 11/10/2014] [Accepted: 11/16/2014] [Indexed: 11/18/2022]
Abstract
In the process of removing cryoprotectants from cryopreserved blood, the theoretically optimal operating condition, which is based on the assumption that the distribution of red blood cells is uniform, is often used to reduce or even avoid the hypotonic damage to cells. However, due to the polydispersity of cells, the optimal condition is actually not reliable. In this study, based on the discrete concept developed in our previous work, the effect of the polydispersity on the recovery rate of cells in the dilution-filtration system was statistically investigated by assigning three random parameters, isotonic cell volume, cell surface area, and osmotically inactive cell volume, to cells in small units of blood. The results show that, due to the polydispersity, the real recovery rate deviates from the ideal value that is based on uniform distribution. The deviation significantly increases with the standard errors of cell parameters, and it can be also magnified by high cryoprotectant concentrations. Under the effect of polydispersity, the uniform distribution-based optimized blood or diluent flow rate is not perfect. In practice, one should adopt a more conservative blood or diluent flow rate so that the hypotonic damage to cells can be further reduced.
Collapse
|
7
|
Measurement of posttransfusion red cell survival with the biotin label. Transfus Med Rev 2014; 28:114-25. [PMID: 24969019 DOI: 10.1016/j.tmrv.2014.03.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Revised: 03/21/2014] [Accepted: 03/27/2014] [Indexed: 12/22/2022]
Abstract
The goal of this review is to summarize and critically assess information concerning the biotin method to label red blood cells (RBC) for use in studies of RBC and transfusion biology-information that will prove useful to a broad audience of clinicians and scientists. A review of RBC biology, with emphasis on RBC senescence and in vivo survival, is included, followed by an analysis of the advantages and disadvantages of biotin-labeled RBC (BioRBC) for measuring circulating RBC volume, posttransfusion RBC recovery, RBC life span, and RBC age-dependent properties. The advantages of BioRBC over (51)Cr RBC labeling, the current reference method, are discussed. Because the biotin method is straightforward and robust, including the ability to follow the entire life spans of multiple RBC populations concurrently in the same subject, BioRBC offers distinct advantages for studying RBC biology and physiology, particularly RBC survival. The method for biotin labeling, validation of the method, and application of BioRBCs to studies of sickle cell disease, diabetes, and anemia of prematurity are reviewed. Studies documenting the safe use of BioRBC are reviewed; unanswered questions requiring future studies, remaining concerns, and regulatory barriers to broader application of BioRBC including adoption as a new reference method are also presented.
Collapse
|
8
|
Franco RS, Puchulu-Campanella ME, Barber LA, Palascak MB, Joiner CH, Low PS, Cohen RM. Changes in the properties of normal human red blood cells during in vivo aging. Am J Hematol 2013; 88:44-51. [PMID: 23115087 PMCID: PMC4067949 DOI: 10.1002/ajh.23344] [Citation(s) in RCA: 73] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2012] [Revised: 09/12/2012] [Accepted: 09/17/2012] [Indexed: 11/10/2022]
Abstract
The changes in red blood cells (RBC) as they age and the mechanisms for their eventual removal have been of interest for many years. Proposed age-related changes include dehydration with increased density and decreased size, increased membrane IgG, loss of membrane phospholipid asymmetry, and decreased activity of KCl cotransport. The biotin RBC label allows unambiguous identification of older cells and exploration of their properties as they age. Autologous normal human RBC were labeled ex vivo and, after reinfusion, compared with unlabeled RBC throughout their lifespan. RBC density increased with age, with most of the change in the first weeks. Near the end of their lifespan, RBC had increased surface IgG. However, there was no evidence for elevated external phosphatidylserine (PS) even though older RBC had significantly lower activity of aminophospholipid translocase (APLT). KCl cotransport activity persisted well past the reticulocyte stage, but eventually decreased as the RBC became older. These studies place limitations on the use of density fractionation for the study of older human RBC, and do not support loss of phospholipid asymmetry as a mechanism for human RBC senescence. However, increased levels of IgG were associated with older RBC, and may contribute to their removal from the circulation.
Collapse
Affiliation(s)
- Robert S Franco
- Internal Medicine Hem/Onc, Purdue University, West Lafayette, Indiana, USA.
| | | | | | | | | | | | | |
Collapse
|
9
|
Franco RS. Measurement of red cell lifespan and aging. Transfus Med Hemother 2012; 39:302-7. [PMID: 23801920 PMCID: PMC3678251 DOI: 10.1159/000342232] [Citation(s) in RCA: 144] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2012] [Accepted: 07/27/2012] [Indexed: 11/19/2022] Open
Abstract
SUMMARY The measurement of red blood cell (RBC) survival has a long history, and a wide variety of methods have been utilized for this purpose. Current methods are of 2 types. First, those that label a representative sample of RBCs of all ages from the blood and then measure their rate of disappearance upon reinfusion. This category includes the (51)Cr and biotin labels. Second, those that use a metabolic precursor or product to determine the turnover of hemoglobin. Examples of these are carbon monoxide production and incorporation of labeled glycine. Recent studies with the covalent, nonradioactive biotin label show its unique suitability for both the accurate measurement of red cell survival and the determination of changes in red cell properties as they age in vivo.
Collapse
Affiliation(s)
- Robert S. Franco
- Division of Hematology/Oncology, Department of Internal Medicine, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| |
Collapse
|
10
|
Digoxigenin modification of adenovirus to spatially control gene delivery from chitosan surfaces. J Control Release 2009; 135:250-8. [PMID: 19331850 DOI: 10.1016/j.jconrel.2009.01.020] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2008] [Revised: 12/12/2008] [Accepted: 01/21/2009] [Indexed: 11/20/2022]
Abstract
To spatially control the delivery of multiple viral vectors from biomaterial scaffolds, digoxigenin (DIG) was conjugated to adenoviral capsid proteins as an antigenic determinant for antibody immobilization. The infectivity, toxicity, specificity and immobilization stability of DIG-modified adenovirus were examined to investigate the feasibility and effectiveness of this viral surface modification. Anti-DIG antibody conjugated on chitosan surfaces was able to immobilize DIG-modified adenovirus and could be stably bound on the material for at least two weeks, yet the modification was mild enough that viral infectivity was maintained. To immobilize two different adenoviruses, wax masking was applied to conjugate anti-DIG and anti-adenovirus antibodies in two discrete regions of a chitosan film. The distribution of these two viral vectors expressing different reporter genes was examined after cell culture. Fluorescent protein expression from transduced cells illustrated that the infection distribution could be controlled: one gene was delivered to the entire region of the biomaterial, and another was only delivered to defined regions. Compared to three other cardiac glycosides, ATPase inhibition was undetectable when DIG was conjugated on the adenovirus, suggesting that the method may be safe for in vivo application. This dual viral vector delivery system should be capable of generating distinct interfaces between cell signaling viruses to control tissue regeneration from a range of different biomaterials.
Collapse
|
11
|
Abstract
The measurement of red blood cell survival in the circulation has progressed from the original differential agglutination technique of Ashby to current isotopic and flow cytometric methods. While occasionally useful in the clinic, these methods find widespread use in a number of important research areas, including the evaluation of new red cell storage media in transfusion medicine and studies of the pathophysiology of sickle cell disease and diabetes. In this review, measurement techniques are placed in historical perspective and examined for relative merits and suitable application.
Collapse
Affiliation(s)
- Robert S Franco
- Division of Hematology-Oncology, University of Cincinnati College of Medicine, Cincinnati, Ohio 45267-0508, USA.
| |
Collapse
|
12
|
Yoshida T, AuBuchon JP, Dumont LJ, Gorham JD, Gifford SC, Foster KY, Bitensky MW. The effects of additive solution pH and metabolic rejuvenation on anaerobic storage of red cells. Transfusion 2008; 48:2096-105. [PMID: 18631166 DOI: 10.1111/j.1537-2995.2008.01812.x] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
BACKGROUND Red cell (RBC) storage can be extended to 9 weeks under anaerobic or alkaline conditions. Simultaneous use of these approaches has not provided additive benefit. Our objective was to determine whether anaerobic storage with acidified additive solution (AS) coupled with metabolic rejuvenation might further improve the benefits of anaerobic storage. STUDY DESIGN AND METHODS RBC storage in AS with a pH value of 6.5, 7.4, or 8.3 in aerobic or anaerobic conditions was examined using a panel of in vitro biochemical and RBC markers. RBC rejuvenation during cold storage was also evaluated. A randomized crossover radiolabeled recovery study (eight subjects) evaluated anaerobic RBC storage using AS65 with cold rejuvenation for up to 16 weeks of storage. RESULTS Adenosine triphosphate (ATP) and diphosphoglycerate acid (DPG) were better maintained in anaerobic storage than in aerobic storage. Acidic or neutral AS preserved ATP concentration better, while a neutral or basic pH AS favored maintenance of DPG levels at higher levels for a longer period. AS pH had less of an effect on exposure of phosphatidylserine (PS), vesicle protein release, and hemolysis. Rejuvenation of RBCs during cold, anaerobic storage resulted in increases in ATP and DPG levels and a reversal of PS exposure. Anaerobic storage of RBCs in pH 6.5 AS rejuvenated at 7 weeks of storage yielded RBC 24-hour recoveries of 77.3 +/- 12.5 percent after 10 weeks' storage time. After a second rejuvenation at Week 11, six subjects' units demonstrated a recovery of 75.9 +/- 7.3 percent at 12 weeks of storage. CONCLUSION Extended RBC storage may be achieved using anaerobic conditions combined with low-pH AS and rejuvenation during storage.
Collapse
Affiliation(s)
- Tatsuro Yoshida
- Biomedical Engineering Department, Boston University College of Engineering, Boston, Massachusetts 02215, USA.
| | | | | | | | | | | | | |
Collapse
|
13
|
Winkler DFH, McGeer PL. Protein labeling and biotinylation of peptides during spot synthesis using biotinp-nitrophenyl ester (biotin-ONp). Proteomics 2008; 8:961-7. [DOI: 10.1002/pmic.200700909] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
14
|
Pierigè F, Serafini S, Rossi L, Magnani M. Cell-based drug delivery. Adv Drug Deliv Rev 2008; 60:286-95. [PMID: 17997501 DOI: 10.1016/j.addr.2007.08.029] [Citation(s) in RCA: 189] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2007] [Accepted: 08/14/2007] [Indexed: 12/24/2022]
Abstract
Drug delivery has been greatly improved over the years by means of chemical and physical agents that increase bioavailability, improve pharmacokinetic and reduce toxicities. At the same time, cell based delivery systems have also been developed. These possesses a number of advantages including prolonged delivery times, targeting of drugs to specialized cell compartments and biocompatibility. Here we'll focus on erythrocyte-based drug delivery. These systems are especially efficient in releasing drugs in circulations for weeks, have a large capacity, can be easily processed and could accommodate traditional and biologic drugs. These carriers have also been used for delivering antigens and/or contrasting agents. Carrier erythrocytes have been evaluated in thousands of drug administration in humans proving safety and efficacy of the treatments. Erythrocyte-based delivery of new and conventional drugs is thus experiencing increasing interests in drug delivery and in managing complex pathologies especially when side effects could become serious issues.
Collapse
Affiliation(s)
- F Pierigè
- Institute of Biological Chemistry Giorgio Fornaini, University of Urbino Carlo Bo, Urbino, Italy
| | | | | | | |
Collapse
|