Molecular signatures can predict the efficacy of malaria vaccines
Molecular signatures before and after immunization can predict vaccine-induced protection, according to a study by ISGlobal. The study analysed the gene expression in peripheral blood cells from individuals immunized with the first malaria vaccine (Mosquirix or RTS,S) and another experimental malaria vaccine. The results, published in Science Translational Medicine, suggest that boosting the immune system before vaccination could potentially improve vaccine efficacy.
Malaria remains a major public health problem, causing almost 200 million cases and over 400,000 deaths in 2018. The main obstacles for the development of an effective vaccine against such a complex parasite are the lack of immune markers of protection and the poor understanding of the mechanisms underlying such protection.
In this study, the research team used genomics technologies combined with data science and artificial intelligence to identify molecular signatures that predict vaccine efficacy (or immunogenicity). They compared two vaccines: (i) the Mosquirix vaccine that is being tested in large-scale pilot implementation studies in Africa and that provides partial protection, and (ii) the CPS vaccine, based on the inoculation of attenuated sporozoites of the Plasmodium falciparum parasite, which has a high efficacy in adult volunteers and is similar to one of the most promising candidate vaccines.
The researchers used white blood cells obtained from 24 adult volunteers before and after CPS immunization, and from 225 infants or children from three African countries that participated in the Mosquirix phase 3 clinical trial. A comprehensive analysis of genes expressed by the white blood cells after immunization revealed a molecular profile associated with protection for both vaccines. More surprisingly, the study also identified a baseline signature, (i.e. prior to immunization) that correlated with protection.
"This suggests that we could identify individuals who lack such a baseline signature and give them a higher CPS vaccine dose, or simply boost their immune system before vaccine administration to improve its efficacy," explains ISGlobal researcher and first author of the study, Gemma Moncunill.
"These results, obtained with two different vaccines and groups of individuals, suggest there are common protective responses against malaria," says Carlota Dobaño, study coordinator and head of the Malaria Immunology Group at ISGlobal. "The results also confirm the potential of this type of approach to better understand the immune response to vaccines and molecular signatures associated with protection against complex diseases," they add.
The authors conclude that the signatures of protection could be useful as in vitro surrogates to determine the efficacy of these and other malaria vaccine candidates in clinical trials and accelerate their testing.