Accounting for red blood cell accessibility reveals distinct invasion strategies in Plasmodium falciparum strains

The growth of the malaria parasite Plasmodium falciparum in human blood causes all clinical manifestations of malaria, a process that begins with the invasion of red blood cells. Parasites enter red blood cells using distinct pairs of parasite ligands and host receptors that define particular invasion pathways. Parasite strains have the capacity to switch between invasion pathways. This flexibility is thought to facilitate immune evasion against particular parasite ligands, but may also reflect the fact that red blood cell surfaces are dynamic and composed of heterogeneous invasion targets. Different host genetic backgrounds affecting red blood cell structure have long been recognized to impact parasite growth in vivo, but even within a host, red blood cells undergo dramatic changes in morphology and receptor density as they age. The consequences of these heterogeneities for parasite growth in vivo remain unclear. Here, we measured the ability of laboratory strains of P. falciparum relying on distinct invasion pathways to enter red blood cells of different ages. We estimated invasion efficiency while accounting for the fact that even if the red blood cells display the appropriate receptors, not all are physically accessible to invading parasites. This approach revealed a tradeoff made by parasites between the fraction of susceptible cells and their invasion rate into them. We were able to distinguish between “specialist” strains exhibiting high invasion rate in fewer cells versus “generalist” strains invading less efficiently into a larger fraction of cells. We developed a mathematical model to predict that infection with a generalist strain would lead to higher peak parasitemias in vivo when compared with a specialist strain with similar overall proliferation rate. Thus, the heterogeneous ecology of red blood cells may play a key role in determining the rate of parasite proliferation between different strains of P. falciparum.

[1]  M. Alpers,et al.  Ovalocytosis and cerebral malaria , 1995, Nature.

[2]  J. Hyman,et al.  An intuitive formulation for the reproductive number for the spread of diseases in heterogeneous populations. , 2000, Mathematical biosciences.

[3]  Alex J Crick,et al.  An automated live imaging platform for studying merozoite egress-invasion in malaria cultures. , 2013, Biophysical journal.

[4]  D. Conway,et al.  Erythrocyte Invasion Phenotypes of Plasmodiumfalciparum in The Gambia , 2003, Infection and Immunity.

[5]  P. Newton,et al.  Parasite multiplication potential and the severity of Falciparum malaria. , 2000, The Journal of infectious diseases.

[6]  R. Rosenberg,et al.  An estimation of the number of malaria sporozoites ejected by a feeding mosquito. , 1990, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[7]  M. Alpers,et al.  alpha+-Thalassemia protects children against disease caused by other infections as well as malaria. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[8]  A. Cowman,et al.  Variation in use of erythrocyte invasion pathways by Plasmodium falciparum mediates evasion of human inhibitory antibodies. , 2008, The Journal of clinical investigation.

[9]  D. Hanahan,et al.  Biochemical characterization of density-separated human erythrocytes. , 1976, Biochimica et biophysica acta.

[10]  P. Preiser,et al.  The role of the reticulocyte‐binding‐like protein homologues of Plasmodium in erythrocyte sensing and invasion , 2013, Cellular microbiology.

[11]  D. Conway,et al.  Variation in Plasmodium falciparum Erythrocyte Invasion Phenotypes and Merozoite Ligand Gene Expression across Different Populations in Areas of Malaria Endemicity , 2015, Infection and Immunity.

[12]  W. Trager,et al.  Human malaria parasites in continuous culture. , 1976, Science.

[13]  A. Cowman,et al.  Invasion of Red Blood Cells by Malaria Parasites , 2006, Cell.

[14]  T. Wellems,et al.  Evidence for a switching mechanism in the invasion of erythrocytes by Plasmodium falciparum. , 1990, The Journal of clinical investigation.

[15]  L. Aarons,et al.  Population dynamics of untreated Plasmodium falciparum malaria within the adult human host during the expansion phase of the infection , 2002, Parasitology.

[16]  S. Krudsood,et al.  Falciparum malaria parasitemia index for predicting severe malaria , 2012, International journal of laboratory hematology.

[17]  F. McKenzie,et al.  Age-structured red blood cell susceptibility and the dynamics of malaria infections , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[18]  A. Allison,et al.  Protection Afforded by Sickle-cell Trait Against Subtertian Malarial Infection , 1954, British medical journal.

[19]  Y. G. Prall,et al.  Acetylcholinesterase: an enzymatic marker of human red blood cell aging. , 1998, Life sciences.

[20]  D. Aminoff The role of sialoglycoconjugates in the aging and sequestration of red cells from circulation. , 1988, Blood cells.

[21]  D. Conway,et al.  Invasion Pathways and Malaria Severity in Kenyan Plasmodium falciparum Clinical Isolates , 2007, Infection and Immunity.

[22]  K. Zhao,et al.  Epigenetic control of the variable expression of a Plasmodium falciparum receptor protein for erythrocyte invasion , 2010, Proceedings of the National Academy of Sciences.

[23]  B. M. Greenwood,et al.  Natural selection of hemi- and heterozygotes for G6PD deficiency in Africa by resistance to severe malaria , 1995, Nature.

[24]  R. Wilson,et al.  The Increased Susceptibility of Young Red Cells to Invasion by the Malarial Parasite Plasmodium falciparum , 1980, British journal of haematology.

[25]  M. Ferdig,et al.  Quantitative dissection of clone-specific growth rates in cultured malaria parasites. , 2007, International journal for parasitology.

[26]  S. Ralph,et al.  Reticulocyte-binding protein homologue 5 - an essential adhesin involved in invasion of human erythrocytes by Plasmodium falciparum. , 2009, International journal for parasitology.

[27]  Dave Richard,et al.  Complement receptor 1 is the host erythrocyte receptor for Plasmodium falciparum PfRh4 invasion ligand , 2010, Proceedings of the National Academy of Sciences.

[28]  A. Maddy,et al.  Human erythrocyte fraction in "Percoll" density gradients. , 1979, Clinica chimica acta; international journal of clinical chemistry.

[29]  A L Lloyd,et al.  Destabilization of epidemic models with the inclusion of realistic distributions of infectious periods , 2001, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[30]  Danny W. Wilson,et al.  Erythrocyte-Binding Antigens of Plasmodium falciparum Are Targets of Human Inhibitory Antibodies and Function To Evade Naturally Acquired Immunity , 2013, The Journal of Immunology.

[31]  K. Silamut,et al.  Red cell selectivity in malaria: a study of multiple-infected erythrocytes. , 1999, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[32]  X. Su,et al.  Polymorphism in the Plasmodium falciparum erythrocyte-binding ligand JESEBL/EBA-181 alters its receptor specificity. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[33]  Raffaella Casadei,et al.  An estimation of the number of cells in the human body , 2013, Annals of human biology.

[34]  T. Triglia,et al.  Reticulocyte‐binding protein homologue 1 is required for sialic acid‐dependent invasion into human erythrocytes by Plasmodium falciparum , 2004, Molecular microbiology.

[35]  X. Su,et al.  Malaria biology and disease pathogenesis: insights for new treatments , 2013, Nature Medicine.

[36]  J. Beier,et al.  Ingestion of Plasmodium falciparum sporozoites during transmission by anopheline mosquitoes. , 1992, The American journal of tropical medicine and hygiene.

[37]  M. Bockarie,et al.  A human complement receptor 1 polymorphism that reduces Plasmodium falciparum rosetting confers protection against severe malaria , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[38]  C. Chitnis,et al.  Molecular interactions and signaling mechanisms during erythrocyte invasion by malaria parasites. , 2011, Current opinion in microbiology.

[39]  L. Rénia,et al.  Invasion of host cells by malaria parasites: a tale of two protein families , 2007, Molecular microbiology.

[40]  P. Romero,et al.  Ionic calcium content of light dense human red cells separated by Percoll density gradients. , 1997, Biochimica et biophysica acta.

[41]  T. Triglia,et al.  Erythrocyte-binding antigen 175 mediates invasion in Plasmodium falciparum utilizing sialic acid-dependent and -independent pathways , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[42]  A. Cowman,et al.  Erythrocyte and reticulocyte binding-like proteins of Plasmodium falciparum. , 2012, Trends in parasitology.

[43]  H. Lutz,et al.  Total sialic acid content of glycophorins during senescence of human red blood cells. , 1979, The Journal of biological chemistry.

[44]  A. Cowman,et al.  Plasmodium falciparum erythrocyte invasion through glycophorin C and selection for Gerbich negativity in human populations , 2003, Nature Medicine.

[45]  O. Doumbo,et al.  Low multiplication rates of African Plasmodium falciparum isolates and lack of association of multiplication rate and red blood cell selectivity with malaria virulence. , 2006, The American journal of tropical medicine and hygiene.

[46]  Silvia Parapini,et al.  Accelerated senescence of human erythrocytes cultured with Plasmodium falciparum. , 2003, Blood.

[47]  O. Doumbo,et al.  Hemoglobin C associated with protection from severe malaria in the Dogon of Mali, a West African population with a low prevalence of hemoglobin S. , 2000, Blood.

[48]  U. Frevert,et al.  Sneaking in through the back entrance: the biology of malaria liver stages. , 2004, Trends in parasitology.

[49]  Tiffany M. DeSimone,et al.  Expansion of host cellular niche can drive adaptation of a zoonotic malaria parasite to humans , 2013, Nature Communications.

[50]  J. Beier,et al.  Quantitation of Plasmodium falciparum sporozoites transmitted in vitro by experimentally infected Anopheles gambiae and Anopheles stephensi. , 1991, The American journal of tropical medicine and hygiene.

[51]  T. Waldmann,et al.  Life span of red blood cell. , 1959, Physiological reviews.

[52]  A. Ivens,et al.  Epigenetic Silencing of Plasmodium falciparum Genes Linked to Erythrocyte Invasion , 2007, PLoS pathogens.

[53]  P. Bassett,et al.  Risk factors for severe disease in adults with falciparum malaria. , 2009, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.

[54]  A. Cowman,et al.  Targeted disruption of an erythrocyte binding antigen in Plasmodium falciparum is associated with a switch toward a sialic acid-independent pathway of invasion. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[55]  S. Kappe,et al.  Release of Hepatic Plasmodium yoelii Merozoites into the Pulmonary Microvasculature , 2007, PLoS pathogens.

[56]  T. Shinozuka,et al.  Changes in human red blood cells during aging in vivo. , 1994, The Keio journal of medicine.

[57]  Alexander G. Maier,et al.  Molecular Mechanism for Switching of P. falciparum Invasion Pathways into Human Erythrocytes , 2005, Science.

[58]  Danny W. Wilson,et al.  Isolation of viable Plasmodium falciparum merozoites to define erythrocyte invasion events and advance vaccine and drug development , 2010, Proceedings of the National Academy of Sciences.

[59]  L. Miller,et al.  Parasite ligand-host receptor interactions during invasion of erythrocytes by Plasmodium merozoites. , 2004, International journal for parasitology.

[60]  J. Estaquier,et al.  Cellular and molecular mechanisms of senescent erythrocyte phagocytosis by macrophages. A review. , 1998, Biochimie.

[61]  M. Gatton,et al.  Preferential Invasion by Plasmodium Merozoites and the Self-Regulation of Parasite Burden , 2013, PloS one.

[62]  G. Brittenham,et al.  Influence of hemoglobin E trait on the severity of Falciparum malaria. , 1999, The Journal of infectious diseases.

[63]  A. Maddy,et al.  Human erythrocyte fractionation in “percoll” density gradients , 1979 .

[64]  Dominic P. Kwiatkowski,et al.  BASIGIN is a receptor essential for erythrocyte invasion by Plasmodium falciparum , 2011, Nature.

[65]  F. McKenzie,et al.  PLASMODIUM VIVAX BLOOD-STAGE DYNAMICS , 2002, The Journal of parasitology.

[66]  J. Rayner,et al.  Phenotypic variation of Plasmodium falciparum merozoite proteins directs receptor targeting for invasion of human erythrocytes , 2003, The EMBO journal.