Janna Hastings

Assistant Professor of Medical Knowledge and Decision Support

University of St. Gallen
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Switzerland

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About

Janna Hastings is an Assistant Professor of Medical Knowledge and Decision Support at the University of St. Gallen, Switzerland. Her research primarily focuses on the development and evaluation of ontologies in the behavioral and social sciences, as well as mental health. Recent contributions include works on interoperability of ontology classes, the application of Bayesian networks in healthcare, and structuring evidence for behavior change interventions. Dr. Hastings is actively engaged in advancing methodologies that improve decision support systems in medical contexts.

Articles (29)

Proteomic profiling for biomarker discovery in heparin-induced thrombocytopenia

New analytical techniques can assess hundreds of proteins simultaneously with high sensitivity, facilitating the observation of their complex interplay and role in disease mechanisms. We hypothesized that proteomic profiling targeting proteins involved in thrombus formation, inflammation, and the immune response would identify potentially new biomarkers for heparin-induced thrombocytopenia (HIT). Four existing panels of the Olink proximity extension assay covering 356 proteins involved in thrombus formation, inflammation, and immune response were applied to randomly selected patients with suspected HIT (confirmed HIT, n=32; HIT ruled-out, n=38; positive heparin/PF4 [H/PF4] antibodies, n=28). The relative difference in protein concentration was analyzed using a linear regression model adjusted for sex and age. To confirm the test results, soluble P-selectin was determined using ELISA in above mentioned patients and an additional second dataset (n=49). HIT was defined as a positive heparin-induced platelet aggregation test (HIPA; washed platelet assay). Among 98 patients of the primary dataset, the median 4Ts score was 5 in patients with HIT, 4 in patients with positive heparin/PF4 antibodies, and 3 in patients without HIT. The median OD of a polyspecific heparin/PF4 ELISA was 3.0, 0.9, and 0.3, respectively. Soluble P-selectin remained statistically significant after multiple test adjustments. The area under the receiver-operating-characteristics-curve was 0.81 for Olink and 0.8 for ELISA. Future studies shall assess the diagnostic and prognostic value of soluble P-selectin in the management of HIT.

Year:

2024

Collaborators (15)

Ricardo Chavarriaga

Head Swiss office, CLAIRE initiative on Human-Centred Artificial Intelligence

Zürcher Hochschule für Angewandte Wissenschaften

SWITZERLAND

Elizabeth Corker

Lecturer in Clinical Psychology

University of Sheffield

UNITED KINGDOM

Alison Wright

King’s College London

UNITED KINGDOM

Michael Nagler

-

SWITZERLAND

Marta M. Marques

Assistant Professor

Universidade Nova de Lisboa

PORTUGAL

James Thomas

Professor of Social Research and Policy

University College London

UNITED KINGDOM

Robert West

University College London

UNITED KINGDOM

Susan Michie

-

UNITED KINGDOM

Paulina Schenk

University College London

UNITED KINGDOM

Philipp Kellmeyer

-

GERMANY

Caitlin Notley

University of East Anglia

UNITED KINGDOM

Jacques Fellay

Associate Professor

University of Lausanne

SWITZERLAND

Georg Starke

Technical University of Munich

GERMANY

Marie Johnston

University of Aberdeen

UNITED KINGDOM

Felix Gille

University of Zurich

SWITZERLAND
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