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Unraveling the Invisible: Topological Data Analysis as the New Frontier in Radiology's Diagnostic Arsenal.
Tomography
January 2025
Department of Radiology, University of Padova, 35127 Padova, Italy.
This commentary examines Topological Data Analysis (TDA) in radiology imaging, highlighting its revolutionary potential in medical image interpretation. TDA, which is grounded in mathematical topology, provides novel insights into complex, high-dimensional radiological data through persistent homology and topological features. We explore TDA's applications across medical imaging domains, including tumor characterization, cardiovascular imaging, and COVID-19 detection, where it demonstrates 15-20% improvements over traditional methods.
View Article and Find Full Text PDFObjectives: Calls to action within pharmacy education are frequently seen in the literature, with little information about their authors, audience, and focus, especially whether these calls led to any changes. This scoping review aims to (1) quantitatively and qualitatively characterize the calls to action in pharmacy education and (2) examine the traits of the published articles typically associated with effective advocacy.
Findings: A systematic literature search for scoping review was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses.
A new twist on superantigen-activated autoimmune disease.
J Clin Invest
January 2025
Division of Rheumatology, Center of Excellence for Intestinal and Immunology Research, University of Alberta, Edmonton, Alberta, Canada.
Superantigen-induced (Sag-induced) autoimmunity has been proposed as a mechanism for many human disorders, without a clear understanding of the potential triggers. In this issue of the JCI, McCarthy and colleagues used the SKG mouse model of rheumatoid arthritis to characterize the role of Sag activity in inflammatory arthritis by profiling arthritogenic naive CD4+ T cells. Within the diseased joints, they found a marked enrichment of T cell receptor-variable β (TCR-Vβ) subsets that were reactive to the endogenously encoded mouse mammary tumor virus (MMTV) Sag.
View Article and Find Full Text PDFSex, drugs and high fat diet: Characterizing HFpEF in female C57BL6/J mice.
J Mol Cell Cardiol Plus
March 2024
Department of Medicine, Division of Cardiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Antibodies against the multifaceted cathepsin D protein open new avenues for TNBC immunotherapy.
J Immunother Cancer
January 2025
IRCM, INSERM U1194, University of Montpellier, ICM, Montpellier, France
Triple-negative breast cancer (TNBC) is a heterogeneous breast cancer subtype characterized by aggressive clinical behavior and poor prognosis. The immune landscape associated with TNBC often reveals high immunogenicity. Therefore, immunotherapy, which has demonstrated its efficacy in different cancer types, could be a promising strategy for TNBC, given the limited therapeutic options currently available besides conventional chemotherapy.
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