[HTML][HTML] Vaccination in the elderly: the challenge of immune changes with aging

A Ciabattini, C Nardini, F Santoro, P Garagnani… - Seminars in …, 2018 - Elsevier
The unprecedented increase of life expectancy challenges society to protect the elderly from
morbidity and mortality making vaccination a crucial mean to safeguard this population …

The science and medicine of human immunology

B Pulendran, MM Davis - Science, 2020 - science.org
BACKGROUND The mammalian immune system is a remarkable sensory system for the
detection and neutralization of pathogens. History is replete with the devastating effects of …

Bioinformatics challenges for genome-wide association studies

JH Moore, FW Asselbergs, SM Williams - Bioinformatics, 2010 - academic.oup.com
Motivation: The sequencing of the human genome has made it possible to identify an
informative set of> 1 million single nucleotide polymorphisms (SNPs) across the genome …

A computationally fast variable importance test for random forests for high-dimensional data

S Janitza, E Celik, AL Boulesteix - Advances in Data Analysis and …, 2018 - Springer
Random forests are a commonly used tool for classification and for ranking candidate
predictors based on the so-called variable importance measures. These measures attribute …

[HTML][HTML] A prospective study of the incidence of myocarditis/pericarditis and new onset cardiac symptoms following smallpox and influenza vaccination

RJM Engler, MR Nelson, LC Collins Jr, C Spooner… - PloS one, 2015 - journals.plos.org
Background Although myocarditis/pericarditis (MP) has been identified as an adverse event
following smallpox vaccine (SPX), the prospective incidence of this reaction and new onset …

[HTML][HTML] Central pathways causing fatigue in neuro-inflammatory and autoimmune illnesses

G Morris, M Berk, K Walder, M Maes - BMC medicine, 2015 - Springer
Background The genesis of severe fatigue and disability in people following acute pathogen
invasion involves the activation of Toll-like receptors followed by the upregulation of …

[HTML][HTML] Application of machine learning in translational medicine: current status and future opportunities

N Terranova, K Venkatakrishnan, LJ Benincosa - The AAPS Journal, 2021 - Springer
The exponential increase in our ability to harness multi-dimensional biological and clinical
data from experimental to real-world settings has transformed pharmaceutical research and …

Early recovery from cow's milk allergy is associated with decreasing IgE and increasing IgG4 binding to cow's milk epitopes

EM Savilahti, V Rantanen, JS Lin, S Karinen… - Journal of allergy and …, 2010 - Elsevier
BACKGROUND: The dynamics and balance of allergen-specific IgE, IgG4, and IgA binding
might contribute to the development of tolerance in patients with cow's milk allergy (CMA) …

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 …

[HTML][HTML] Shelter from the cytokine storm: pitfalls and prospects in the development of SARS-CoV-2 vaccines for an elderly population

A Ciabattini, P Garagnani, F Santoro… - Seminars in …, 2020 - Springer
The SARS-CoV-2 pandemic urgently calls for the development of effective preventive tools.
COVID-19 hits greatly the elder and more fragile fraction of the population boosting the …