Optimisation and standardisation of a multiplex immunoassay of diverse Plasmodium falciparum antigens to assess changes in malaria transmission using sero-epidemiology

Background: Antibody responses have been used to characterise transmission and exposure history in malaria-endemic settings for over a decade. Such studies have typically been conducted on well-standardised enzyme-linked immunosorbent assays (ELISAs). However, recently developed quantitative suspension array technologies (qSAT) are now capable of high-throughput and multiplexed screening of up to hundreds of analytes at a time. This study presents a customised protocol for the Luminex MAGPIX © qSAT using a diverse set of malaria antigens. The aim is to develop a standardised assay for routine serological surveillance that is implementable across laboratories and epidemiological settings. Methods: A panel of eight Plasmodium falciparum recombinant antigens, associated with long- and short-lived antibody responses, was designed for the Luminex MAGPIX © platform. The assay was optimised for key steps in the protocol: antigen-bead coupling concentration, buffer composition, serum sample dilution, and bead storage conditions. Quality control procedures and data normalisation methods were developed to address high-throughput assay processing. Antigen-specific limits of quantification (LOQs) were also estimated using both in-house and WHO reference serum as positive controls. Results: Antigen-specific bead coupling was optimised across five serum dilutions and two positive controls, resulting in concentrations operational within stable analytical ranges. Coupled beads were stable after storage at room temperature (22⁰C) for up to eight weeks. High sensitivity and specificity for distinguishing positive and negative controls at serum sample dilutions of 1:500 (AUC 0.94 95%CI 0.91-0.96) and 1:1000 (AUC 0.96 95%CI 0.94-0.98) were observed. LOQs were also successfully estimated for all analytes but varied by antigen and positive control. Conclusions: This study demonstrates that developing a standardised malaria-specific qSAT protocol for a diverse set of antigens is achievable, though further optimisations may be required. Quality control and data standardisation methods may also be useful for future analysis of large sero-epidemiological surveys.

[1]  N. Anstey,et al.  Identification and validation of a novel panel of Plasmodium knowlesi biomarkers of serological exposure , 2018, PLoS neglected tropical diseases.

[2]  Virander S. Chauhan,et al.  Optimization of incubation conditions of Plasmodium falciparum antibody multiplex assays to measure IgG, IgG1–4, IgM and IgE using standard and customized reference pools for sero-epidemiological and vaccine studies , 2018, Malaria Journal.

[3]  J. Campo,et al.  Development of a high-throughput flexible quantitative suspension array assay for IgG against multiple Plasmodium falciparum antigens , 2018, Malaria Journal.

[4]  C. Menéndez,et al.  IgM and IgG against Plasmodium falciparum lysate as surrogates of malaria exposure and protection during pregnancy , 2018, Malaria Journal.

[5]  J. Harezlak,et al.  drLumi: An open-source package to manage data, calibrate, and conduct quality control of multiplex bead-based immunoassays data analysis , 2017, PloS one.

[6]  J. Rayner,et al.  Identification of highly-protective combinations of Plasmodium vivax recombinant proteins for vaccine development , 2017, eLife.

[7]  C. Menéndez,et al.  Multiplexing detection of IgG against Plasmodium falciparum pregnancy-specific antigens , 2017, PloS one.

[8]  M. Diakité,et al.  Immunoscreening of Plasmodium falciparum proteins expressed in a wheat germ cell-free system reveals a novel malaria vaccine candidate , 2017, Scientific Reports.

[9]  Mark J van der Laan,et al.  Measuring changes in transmission of neglected tropical diseases, malaria, and enteric pathogens from quantitative antibody levels , 2017, bioRxiv.

[10]  Siv Sovannaroth,et al.  Serological markers to measure recent changes in malaria at population level in Cambodia , 2016, Malaria Journal.

[11]  G. Chang,et al.  Measuring Haitian children's exposure to chikungunya, dengue and malaria , 2016, Bulletin of the World Health Organization.

[12]  Edmond J. Breen,et al.  The Statistical Value of Raw Fluorescence Signal in Luminex xMAP Based Multiplex Immunoassays , 2016, Scientific Reports.

[13]  J. Rayner,et al.  An Antibody Screen of a Plasmodium vivax Antigen Library Identifies Novel Merozoite Proteins Associated with Clinical Protection , 2016, PLoS neglected tropical diseases.

[14]  Philip L Felgner,et al.  Large screen approaches to identify novel malaria vaccine candidates. , 2015, Vaccine.

[15]  I. Vigan-Womas,et al.  Analysis of antibody profiles in symptomatic malaria in three sentinel sites of Ivory Coast by using multiplex, fluorescent, magnetic, bead-based serological assay (MAGPIX™) , 2015, Malaria Journal.

[16]  J. Barnwell,et al.  Multiple comparisons analysis of serological data from an area of low Plasmodium falciparum transmission , 2015, Malaria Journal.

[17]  S. Sovannaroth,et al.  Implementation and application of a multiplex assay to detect malaria-specific antibodies: a promising tool for assessing malaria transmission in Southeast Asian pre-elimination areas , 2015, Malaria Journal.

[18]  U. d’Alessandro,et al.  On-going malaria transmission in The Gambia despite high coverage of control interventions: a nationwide cross-sectional survey , 2015, Malaria Journal.

[19]  Peter D. Crompton,et al.  Novel serologic biomarkers provide accurate estimates of recent Plasmodium falciparum exposure for individuals and communities , 2015, Proceedings of the National Academy of Sciences.

[20]  C. Sokhna,et al.  Comparative analysis of IgG responses to Plasmodium falciparum MSP1p19 and PF13-DBL1α1 using ELISA and a magnetic bead-based duplex assay (MAGPIX®-Luminex) in a Senegalese meso-endemic community , 2014, Malaria Journal.

[21]  J. Hodges,et al.  Estimation of recent and long-term malaria transmission in a population by antibody testing to multiple Plasmodium falciparum antigens. , 2014, The Journal of infectious diseases.

[22]  D. Conway,et al.  Dynamics of the antibody response to Plasmodium falciparum infection in African children. , 2014, The Journal of infectious diseases.

[23]  R. Lanciotti,et al.  Multiplex Microsphere Immunoassays for the Detection of IgM and IgG to Arboviral Diseases , 2013, PloS one.

[24]  D. Conway,et al.  Analysis of Antibodies to Newly Described Plasmodium falciparum Merozoite Antigens Supports MSPDBL2 as a Predicted Target of Naturally Acquired Immunity , 2013, Infection and Immunity.

[25]  C. John,et al.  Standardization and validation of a cytometric bead assay to assess antibodies to multiple Plasmodium falciparum recombinant antigens , 2012, Malaria Journal.

[26]  L. Schouls,et al.  Development of a Bead-Based Multiplex Immunoassay for Simultaneous Quantitative Detection of IgG Serum Antibodies against Measles, Mumps, Rubella, and Varicella-Zoster Virus , 2012, Clinical and Vaccine Immunology.

[27]  T. Theander,et al.  A semi-automated multiplex high-throughput assay for measuring IgG antibodies against Plasmodium falciparum erythrocyte membrane protein 1 (PfEMP1) domains in small volumes of plasma , 2008, Malaria Journal.

[28]  A. Thomas,et al.  Fine Mapping of an Epitope Recognized by an Invasion-inhibitory Monoclonal Antibody on the Malaria Vaccine Candidate Apical Membrane Antigen 1* , 2007, Journal of Biological Chemistry.

[29]  P. Gottschalk,et al.  The five-parameter logistic: a characterization and comparison with the four-parameter logistic. , 2005, Analytical biochemistry.

[30]  Terry Speed,et al.  Normalization of cDNA microarray data. , 2003, Methods.

[31]  T. Spielmann,et al.  etramps, a new Plasmodium falciparum gene family coding for developmentally regulated and highly charged membrane proteins located at the parasite-host cell interface. , 2003, Molecular biology of the cell.

[32]  D. Conway,et al.  Repeat Sequences in Block 2 of Plasmodium falciparum Merozoite Surface Protein 1 Are Targets of Antibodies Associated with Protection from Malaria , 2003, Infection and Immunity.

[33]  J. Vuust,et al.  Antigenicity and immunogenicity of recombinant glutamate-rich protein of Plasmodium falciparum expressed in Escherichia coli , 1995, Clinical and diagnostic laboratory immunology.

[34]  A. Holder,et al.  Expression of the 19-kilodalton carboxy-terminal fragment of the Plasmodium falciparum merozoite surface protein-1 in Escherichia coli as a correctly folded protein. , 1994, Molecular and biochemical parasitology.