Utilizing population variation, vaccination, and systems biology to study human immunology

JS Tsang - Trends in immunology, 2015 - cell.com
The move toward precision medicine has highlighted the importance of understanding
biological variability within and across individuals in the human population. In particular …

Global analyses of human immune variation reveal baseline predictors of postvaccination responses

JS Tsang, PL Schwartzberg, Y Kotliarov, A Biancotto… - Cell, 2014 - cell.com
A major goal of systems biology is the development of models that accurately predict
responses to perturbation. Constructing such models requires the collection of dense …

Variability in the immune system: of vaccine responses and immune states

SS Shen-Orr, D Furman - Current opinion in immunology, 2013 - Elsevier
Highlights•System-wide approaches are now applied to study vaccine response in healthy
adults.•Vaccine response involves multiple arms of immunity and can be predicted.•Robust …

Systems vaccinology: probing humanity's diverse immune systems with vaccines

B Pulendran - Proceedings of the National Academy of …, 2014 - National Acad Sciences
Homo sapiens are genetically diverse, but dramatic demographic and socioeconomic
changes during the past century have created further diversification with respect to age …

Making human immune systems more interpretable through systems immunology

R Forlin, A James, P Brodin - Trends in immunology, 2023 - cell.com
The human immune system is a distributed system of specialized cell populations with
unique functions that collectively give rise to immune responses to infections and during …

Will systems biology deliver its promise and contribute to the development of new or improved vaccines? From data to understanding through systems biology

T Hagan, B Pulendran - Cold Spring Harbor perspectives …, 2018 - cshperspectives.cshlp.org
The advent of high-throughput “omics” technologies, combined with the computational and
statistical methods necessary to analyze such data, have revolutionized biology, enabling a …

Systems biology applied to vaccine and immunotherapy development

L Buonaguro, E Wang, ML Tornesello… - BMC systems …, 2011 - Springer
Immunotherapies, including vaccines, represent a potent tool to prevent or contain disease
with high morbidity or mortality such as infections and cancer. However, despite their …

Systems vaccinology: enabling rational vaccine design with systems biological approaches

T Hagan, HI Nakaya, S Subramaniam, B Pulendran - Vaccine, 2015 - Elsevier
Vaccines have drastically reduced the mortality and morbidity of many diseases. However,
vaccines have historically been developed empirically, and recent development of vaccines …

A perspective on the role of computational models in immunology

AK Chakraborty - Annual review of immunology, 2017 - annualreviews.org
This is an exciting time for immunology because the future promises to be replete with
exciting new discoveries that can be translated to improve health and treat disease in novel …

Systems biological approaches to measure and understand vaccine immunity in humans

S Li, HI Nakaya, DA Kazmin, JZ Oh… - Seminars in immunology, 2013 - Elsevier
Recent studies have demonstrated the utility of using systems approaches to identify
molecular signatures that can be used to predict vaccine immunity in humans. Such …