4.4 Article

Cross-Reactive Immune Responses as Primary Drivers of Malaria Chronicity

Journal

INFECTION AND IMMUNITY
Volume 82, Issue 1, Pages 140-151

Publisher

AMER SOC MICROBIOLOGY
DOI: 10.1128/IAI.00958-13

Keywords

-

Funding

  1. Princeton University (Harold W. Dodds Fellowship)
  2. Models of Infectious Disease Agent Study (MIDAS) [5U54GM088491]
  3. National Institutes of General Medical Sciences
  4. National Institutes of Health [DP1OD003874]
  5. Research and Policy for Infectious Disease Dynamics (RAPIDD) program of the Science and Technology Directorate
  6. U.S. Department of Homeland Security
  7. Fogarty International Center
  8. Center for Quantitative Biology [P50 GM071508]

Ask authors/readers for more resources

The within-host dynamics of an infection with the malaria parasite Plasmodium falciparum are the result of a complex interplay between the host immune system and parasite. Continual variation of the P. falciparum erythrocyte membrane protein (PfEMP1) antigens displayed on the surface of infected red blood cells enables the parasite to evade the immune system and prolong infection. Despite the importance of antigenic variation in generating the dynamics of infection, our understanding of the mechanisms by which antigenic variation generates long-term chronic infections is still limited. We developed a model to examine the role of cross-reactivity in generating infection dynamics that are comparable to those of experimental infections. The hybrid computational model we developed is attuned to the biology of malaria by mixing discrete replication events, which mimics the synchrony of parasite replication and invasion, with continuous interaction with the immune system. Using simulations, we evaluated the dynamics of a single malaria infection over time. We then examined three major mechanisms by which the dynamics of a malaria infection can be structured: cross-reactivity of the immune response to PfEMP1, differences in parasite clearance rates, and heterogeneity in the rate at which antigens switch. The results of our simulations demonstrate that cross-reactive immune responses play a primary role in generating the dynamics observed in experimentally untreated infections and in lengthening the period of infection. Importantly, we also find that it is the primary response to the initially expressed PfEMP1, or small subset thereof, that structures the cascading cross-immune dynamics and allows for elongation of the infection.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.4
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Multidisciplinary Sciences

Non-equilibrium early-warning signals for critical transitions in ecological systems

Li Xu, Denis Patterson, Simon Asher Levin, Jin Wang

Summary: Complex systems often experience sudden regime shifts, known as critical transitions. Identifying warning signals for these transitions early enough to prevent them is challenging. In this study, we use landscape-flux theory to quantify the stability of ecological systems and provide early warning signals based on average flux, entropy production rate, non-equilibrium free energy, and time irreversibility. Our proposed method, demonstrated using a shallow lake model, can potentially predict critical transitions earlier than conventional methods, contributing to the resilience assessment of various ecological systems.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2023)

Article Public, Environmental & Occupational Health

Healthcare personnel interactive pathogen exposure response system

Leigh L. Smith, Susan A. Fallon, Zunaira Q. Virk, Alejandra B. Salinas, Melanie S. Curless, Sara E. Cosgrove, Lisa L. Maragakis, Clare Rock, Eili Y. Klein

Summary: We developed an algorithm using electronic health records (EHR) to identify interactions between healthcare personnel (HCP) and evaluated its accuracy compared to conventional exposure investigations. The algorithm accurately identified all known transmissions and ranked the contacts to create a manageable list.

INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY (2023)

Article Public, Environmental & Occupational Health

Risk-factor analysis for extended-spectrum beta-lactamase-producing Enterobacterales colonization or infection: Evaluation of a novel approach to assess local prevalence as a risk factor

Jerald E. Cherian, Sara Cosgrove, Fardad Y. Haghpanah, Eili Klein

Summary: The objective of this study was to explore an approach to identify the risk of ESBL-E colonization or infection and reassess known risk factors. It was found that risk factors for ESBL-E included a history of ESBL-E in the prior 6 months, exposure to skilled nursing or long-term care facility, exposure to certain antibiotics, and the prevalence of ESBL-E in the patient's community. Lower prevalence in the community was associated with lower risk for patients.

INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY (2023)

Article Public, Environmental & Occupational Health

Implementing and validating a home-infusion central-line-associated bloodstream infection surveillance definition

Sara C. Keller, Susan M. Hannum, Kimberly Weems, Opeyemi Oladapo-Shittu, Alejandra B. Salinas, Jill A. Marsteller, Ayse P. Gurses, Eili Y. Klein, Ilya Shpitser, Christopher J. Crnich, Nitin Bhanot, Clare Rock, Sara E. Cosgrove

Summary: We tested the validity of a home-infusion CLABSI surveillance definition and found it to be valid and feasible to implement.

INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY (2023)

Article Biology

Challenges in cybersecurity: Lessons from biological defense systems

Edward Schrom, Ann Kinzig, Stephanie Forrest, Andrea L. Graham, Simon A. Levin, Carl T. Bergstrom, Carlos Castillo -Chavez, James P. Collins, Rob J. de Boer, Adam Doupe, Roya Ensafi, Stuart Feldman, Bryan T. Grenfell, Alex Halderman, Silvie Huijben, Carlo Maley, Melanie Moses, Alan S. Perelson, Charles Perrings, Joshua Plotkin, Jennifer Rexford, Mohit Tiwari

Summary: Defending against various types of attacks and avoiding self-attacks are the common challenges faced by mammalian immune systems and computer systems. Despite extensive research, there has been limited exchange of information between the fields of biological immunity and cybersecurity. This paper proposes a conceptual framework to compare and evaluate different defensive strategies in both fields, aiming to identify general principles of optimal defense applicable to various defensive realms.

MATHEMATICAL BIOSCIENCES (2023)

Article Biology

Economic factors underlying biodiversity loss

Partha Dasgupta, Simon Levin

Summary: Contemporary economic thinking neglects the fact that the human economy is interconnected with Nature and treats humans as mere consumers of natural resources. This paper suggests an alternative economic reasoning approach that focuses on the demand for Nature's services and its sustainable supply. It advocates for the measurement of inclusive wealth and its distribution by national statistical offices instead of relying solely on GDP. Policy instruments for managing global public goods, such as the open seas and tropical rainforests, are discussed based on the concept of inclusive wealth.

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

Article Multidisciplinary Sciences

Individual costs and societal benefits of interventions during the COVID-19 pandemic

Arne Traulsen, Simon A. Levin, Chadi M. Saad-Roy

Summary: Individual and societal reactions to a pandemic can create social dilemmas. The extent of regulations to reduce transmission is small in most countries, resulting in interventions driven by individual decision-making. We propose a framework to quantify this situation based on protection, infection risk, and intervention costs, and discuss the tension between individual and societal benefits.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2023)

Article Multidisciplinary Sciences

Evolutionary dynamics within and among competing groups

Daniel B. Cooney, Simon A. Levin, Yoichiro Mori, Joshua B. Plotkin

Summary: Biological and social systems are structured at multiple scales, and individuals in a group may have different incentives from the group as a whole. Mechanisms to resolve this tension are important for evolutionary transitions in history. This article synthesizes a growing literature on multilevel evolutionary dynamics and analyzes how different mechanisms influence evolutionary outcomes within and among groups.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2023)

Article Multidisciplinary Sciences

Spreading processes with mutations over multilayer networks

Mansi Sood, Anirudh Sridhar, Rashad Eletreby, Chai Wah Wu, Simon A. Levin, Osman Yagan, H. Vincent Poor

Summary: A key scientific challenge during the outbreak of novel infectious diseases is predicting changes in the epidemic under countermeasures that limit population interaction. Pathogens have the capacity to mutate and new strains can emerge, posing a threat to public health. Different transmission risks in different settings and the emergence of new strains should be considered when evaluating the impact of mitigation measures.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2023)

Article Biochemical Research Methods

Host heterogeneity and epistasis explain punctuated evolution of SARS-CoV-2

Bjarke Frost Nielsen, Chadi M. Saad-Roy, Yimei Li, Kim Sneppen, Lone Simonsen, Cecile Viboud, Simon A. Levin, Bryan T. Grenfell

Summary: Identifying drivers of viral diversity is crucial for understanding the dynamics of the COVID-19 pandemic. A mechanistic model of saltational evolution with epistasis explains the observed temporal dynamics of viral diversity. This supports the hypothesis that SARS-CoV-2 may exhibit saltational evolution, allowing the virus to evolve highly transmissible variants.

PLOS COMPUTATIONAL BIOLOGY (2023)

Article Immunology

Early Discontinuation of Antibiotics in Patients Admitted With Clinically Suspected Serious Infection but Negative Cultures: Retrospective Cohort Study of Practice Patterns and Outcomes at 111 US Hospitals

Sameer S. Kadri, Sarah Warner, Chanu Rhee, Michael Klompas, Dean Follmann, Bruce J. Swihart, Ramanan Laxminarayan, Eili Klein

Summary: In patients with suspected serious infection and negative blood culture results, treating with 3 or 4 days of antibiotics does not have significant harm compared to treating with ≥5 days of antibiotics.

OPEN FORUM INFECTIOUS DISEASES (2023)

Article Biology

Epidemiological impacts of post-infection mortality

Chadi M. M. Saad-Roy, Simon A. A. Levin, Bryan T. T. Grenfell, Mike Boots

Summary: Infectious diseases can cause long-term damage to the host, leading to increased mortality even after recovery. The mortality due to 'long COVID' is an example of this potential, but the impact of such post-infection mortality (PIM) on epidemic dynamics is not known. Using an epidemiological model, researchers found that PIM can induce epidemic cycling, especially when there is weak PIM and no robust immunity. This overlooked phenomenon highlights the importance of characterizing heterogeneity in susceptibility for accurate epidemiological predictions.

PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2023)

Article Psychology, Multidisciplinary

Polarization and the Psychology of Collectives

Simon A. A. Levin, Elke U. U. Weber

Summary: Achieving global sustainability in the face of climate change, pandemics, and other global systemic threats requires collective intelligence and action beyond current experiences. Increasing polarization and populist trends make the problem even harder. Recognizing the common threats and implementing polycentric governance may be a pathway to address these global challenges.

PERSPECTIVES ON PSYCHOLOGICAL SCIENCE (2023)

Article Immunology

Modeling the potential health impacts of delayed strain selection on influenza hospitalization and mortality with mRNA vaccines

Fardad Haghpanah, Alisa Hamilton, Eili Klein, CDC MInD Healthcare Network

Summary: This study assessed the potential impact of mRNA technology on influenza hospitalizations and mortality. It found that improving vaccine effectiveness could reduce hospitalizations and deaths in all age groups, especially for adults 65 years and older. Therefore, targeting higher efficacy and coverage for this age group in the short term is the most efficacious approach.

VACCINE: X (2023)

Article Medicine, Research & Experimental

Modeling of malaria vaccine effectiveness on disease burden and drug resistance in 42 African countries

Alisa Hamilton, Fardad Haghpanah, Mateusz Hasso-Agopsowicz, Isabel Frost, Gary Lin, Emily Schueller, Eili Klein, Ramanan Laxminarayan

Summary: Widespread use of a malaria vaccine could substantially reduce health burden in Africa, and a vaccine that maintains efficacy over time may be more impactful than one with a high initial efficacy that decreases rapidly.

COMMUNICATIONS MEDICINE (2023)

No Data Available