Abs are central to malaria immunity, which is only acquired after years of exposure to Plasmodium falciparum (Pf). Despite the enormous worldwide burden of malaria, the targets of protective Abs and the basis of their inefficient acquisition are unknown. Addressing these knowledge gaps could accelerate malaria vaccine development. To this end, we developed a protein microarray containing ∼23% of the Pf 5,400-protein proteome and used this array to probe plasma from 220 individuals between the ages of 2-10 years and 18-25 years in Mali before and after the 6-month malaria season. Episodes of malaria were detected by passive surveillance over the 8-month study period. Ab reactivity to Pf proteins rose dramatically in children during the malaria season; however, most of this response appeared to be short-lived based on cross-sectional analysis before the malaria season, which revealed only modest incremental increases in Ab reactivity with age. Ab reactivities to 49 Pf proteins measured before the malaria season were significantly higher in 8-10-year-old children who were infected with Pf during the malaria season but did not experience malaria (n = 12) vs. those who experienced malaria (n = 29). This analysis also provided insight into patterns of Ab reactivity against Pf proteins based on the life cycle stage at which proteins are expressed, subcellular location, and other proteomic features. This approach, if validated in larger studies and in other epidemiological settings, could prove to be a useful strategy for better understanding fundamental properties of the human immune response to Pf and for identifying previously undescribed vaccine targets.antigen discovery | naturally acquired immunity | Plasmodium falciparum malaria | prospective cohort study | Mali

A complete description of the serological response following exposure of humans to complex pathogens is lacking and approaches suitable for accomplishing this are limited. Here we report, using malaria as a model, a method which elucidates the profile of antibodies that develop after natural or experimental infection or after vaccination with attenuated organisms, and which identifies immunoreactive antigens of interest for vaccine development or other applications. Expression vectors encoding 250 Plasmodium falciparum (Pf) proteins were generated by PCR/ recombination cloning; the proteins were individually expressed with >90% efficiency in E. coli cell-free in vitro transcription and translation reactions, and printed directly without purification onto microarray slides. The protein microarrays were probed with human sera from one of four groups which differed in immune status: sterile immunity or no immunity against experimental challenge following vaccination with radiation-attenuated Pf sporozoites, partial immunity acquired by natural exposure, and no previous exposure to Pf. Overall, 72 highly reactive Pf antigens were identified. Proteomic features associated with immunoreactivity were identified. AUTHOR CONTRIBUTIONSDLD and PLF conceived and designed the study, assisted in data analysis and interpretation, and wrote the manuscript. PLF and DHD contributed to the supervision and execution of the research. YM, BU, CV executed the research and assisted in data analysis and preparation of the manuscript figures. DM and XL provided the protein microarrays. SS, SH, AR and PB were responsible for the bioinformatic and statistical analysis. PLB and JCA assisted in the initial selected of open reading frames for analysis. DAF was responsible for the studies with irradiated sporozoite immunized volunteers that provided key specimens for analysis. JAO was responsible for the field studies with Kenyan volunteers that provided key specimens for analysis. COMPETING INTERESTSThe authors declare that no competing interests exist. NIH Public Access Author ManuscriptProteomics. Author manuscript; available in PMC 2011 January 16. Importantly, antibody profiles were distinct for each donor group. Information obtained from such analyses will facilitate identifying antigens for vaccine development, dissecting the molecular basis of immunity, monitoring the outcome of whole-organism vaccine trials, and identifying immune correlates of protection.

Considerable effort has been directed toward controlling tuberculosis, which kills almost two million people yearly. High on the research agenda is the discovery of biomarkers of active tuberculosis (TB) for diagnosis and for monitoring treatment outcome. Rational biomarker discovery requires understanding host-pathogen interactions leading to biomarker expression. Here we report a systems immunology approach integrating clinical data and bacterial metabolic and regulatory information with high-throughput detection in human serum of antibodies to the entire Mycobacterium tuberculosis proteome. Sera from worldwide TB suspects recognized approximately 10% of the bacterial proteome. This result defines the M. tuberculosis immunoproteome, which is rich in membraneassociated and extracellular proteins. Additional analyses revealed that during active tuberculosis (i) antibody responses focused on an approximately 0.5% of the proteome enriched for extracellular proteins, (ii) relative target preference varied among patients, and (iii) responses correlated with bacillary burden. These results indicate that the B cell response tracks the evolution of infection and the pathogen burden and replicative state and suggest functions associated with B cell-rich foci seen in tuberculous lung granulomas. Our integrated proteome-scale approach is applicable to other chronic infections characterized by diverse antibody target recognition.biomarkers | humoral immunity | protein microarray | granuloma

Understanding the way in which the immune system responds to infection is central to the development of vaccines and many diagnostics. To provide insight into this area, we fabricated a protein microarray containing 1,205 Burkholderia pseudomallei proteins, probed it with 88 melioidosis patient sera, and identified 170 reactive antigens. This subset of antigens was printed on a smaller array and probed with a collection of 747 individual sera derived from 10 patient groups including melioidosis patients from Northeast Thailand and Singapore, patients with different infections, healthy individuals from the USA, and from endemic and nonendemic regions of Thailand. We identified 49 antigens that are significantly more reactive in melioidosis patients than healthy people and patients with other types of bacterial infections. We also identified 59 cross-reactive antigens that are equally reactive among all groups, including healthy controls from the USA. Using these results we were able to devise a test that can classify melioidosis positive and negative individuals with sensitivity and specificity of 95% and 83%, respectively, a significant improvement over currently available diagnostic assays. Half of the reactive antigens contained a predicted signal peptide sequence and were classified as outer membrane, surface structures or secreted molecules, and an additional 20% were associated with pathogenicity, adaptation or chaperones. These results show that microarrays allow a more comprehensive analysis of the immune response on an antigen-specific, patient-specific, and population-specific basis, can identify serodiagnostic antigens, and contribute to a more detailed understanding of immunogenicity to this pathogen.antigen discovery ͉ melioidosis ͉ diagnostic ͉ antigen prediction

The eradication of smallpox by vaccination with vaccinia virus was probably one of the greatest achievements of vaccinology. However, the immunological basis of this protection is not fully understood. To this end, we have used protein microarrays of the vaccinia (Western Reserve, WR) proteome to profile antibody reactivities after primary infection or boosting with the licensed smallpox vaccine, Dryvax ® , and with archival convalescent smallpox sera. Some 25 antigens were consistently recognized by Dryvax ® sera, of which half were envelope proteins (notably, H3, A13, B5, and D8). The remainder consisted mainly of core proteins (e.g. A10, L4, and I1), proteins involved in intracellular morphogenesis (A11, D13), and the A-type inclusion protein, WR148. Convalescent smallpox sera also detected vaccinia antigens on the array, consistent with the notion that there is serological cross-reactivity between these two orthopox species that underlies protection. Moreover, the profiles of immunodominant antigens recognized by variola-infected individuals and Dryvax ® vaccinees were indistinguishable. This is the first description of antibody-specificity profiles induced after smallpox infection. The array data indicate that a significant component of the antibody response is not involved in virus neutralization, although these antigens should be considered alongside the envelope proteins as potential candidates for diagnostic and vaccine applications.