Janna Hastings
Assistant Professor of Medical Knowledge and Decision Support
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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
Elizabeth Corker
Lecturer in Clinical Psychology
University of Sheffield
Alison Wright
King’s College London
Michael Nagler
-
Marta M. Marques
Assistant Professor
Universidade Nova de Lisboa
James Thomas
Professor of Social Research and Policy
University College London
Robert West
University College London
Susan Michie
-
Paulina Schenk
University College London
Philipp Kellmeyer
-
Caitlin Notley
University of East Anglia
Jacques Fellay
Associate Professor
University of Lausanne
Georg Starke
Technical University of Munich
Marie Johnston
University of Aberdeen
Felix Gille
University of Zurich

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