# Mathematical modeling of immune response to malaria > **NIH NIH R01** · UNIVERSITY OF TENNESSEE KNOXVILLE · 2021 · $303,690 ## Abstract Research Summary Malaria, a disease caused by parasites of Plasmodium species, remains one of the most relevant infectious dis- eases; in 2013 over 200 millions of individuals had clinical malaria and over 500,000 individuals, mainly children, died from it. The infection starts when a Plasmodium-infected mosquito injects into the skin a small dose of sporo- zoites, a specific form of the parasite, which travel via the blood to the liver, infect hepatocytes, and form liver stages. Several vaccine candidates, including the most recent RTS,S vaccine, are aimed at eliminating sporo- zoites from the skin, blood, or hepatocytes. However, the low efficacy of such vaccines highlights the problem with lack of basic understanding of how Plasmodium sporozoites are eliminated by host immunity. CD8 T cells, a subset of lymphocytes, have been shown to play an important role in preventing clinical malaria by eliminating Plasmodium liver stages, specifically in radiation attenuated sporozoites (RAS)-based vaccines. Using intravital imaging, we have recently discovered that activated CD8 T cells form clusters around Plasmodium-infected hep- atocytes in mice and that these clusters are important in parasite elimination. Mechanisms driving the formation of such clusters remain poorly defined and how activated CD8 T cells eliminate liver stages from the whole liver is not well understood. Another layer of complexity arises as the level of immunity needed for protection depends on a specific host-parasite combination. By combining mathematical modeling and experiments we will provide quantitative insights into potential mechanisms that explain contribution of CD8 T cells to elimination of Plasmod- ium liver stages in mice. We will provide such insights via three complementary specific aims. In specific Aim 1, we will discriminate between alternative mechanisms of formation of CD8 T cell clusters around sporozoite- infected hepatocytes (T-cell intrinsic vs. T-cell extrinsic), define the role of T cells, specific to irrelevant antigens, in the formation of clusters, and quantify the impact of T cell cluster size on the efficiency at which liver stages are eliminated. In specific Aim 2, we will determine the impact of structure of liver sinusoids on the efficiency of CD8 T search for rare sporozoite-infected hepatocytes and determine the speed at which moving CD8 T cells can localize the site of infection. Finally, in specific Aim 3 we will discriminate between alternative mechanisms for a larger number of memory CD8 T cells required for sterilizing protection against exposure to Plasmodium yoelii sporozoites as compared to Plasmodium berghei sporozoites. Completion of these aims will lead to a better understanding how CD8 T cells localize and eliminate Plasmodium liver stages from one of the major peripheral tissues, the liver. This understanding may help in designing more efficient immunization protocols of RAS-based malaria vaccines. In addition, deeper understanding of the mechan... ## Key facts - **NIH application ID:** 10110016 - **Project number:** 5R01GM118553-05 - **Recipient organization:** UNIVERSITY OF TENNESSEE KNOXVILLE - **Principal Investigator:** Vitaly V. Ganusov - **Activity code:** R01 (R01, R21, SBIR, etc.) - **Funding institute:** NIH - **Fiscal year:** 2021 - **Award amount:** $303,690 - **Award type:** 5 - **Project period:** 2017-03-01 → 2023-02-28 ## Primary source NIH RePORTER: https://reporter.nih.gov/project-details/10110016 ## Citation > US National Institutes of Health, RePORTER application 10110016, Mathematical modeling of immune response to malaria (5R01GM118553-05). Retrieved via AI Analytics 2026-05-23 from https://api.ai-analytics.org/grant/nih/10110016. Licensed CC0. --- *[NIH grants dataset](/datasets/nih-grants) · CC0 1.0*