Objectives: To propose an effective integration method for CT and carbohydrate antigen (CA) 19-9 responses applicable to patients with all stages of pancreatic ductal adenocarcinoma (PDAC) treated with first-line FOLFIRINOX.
Methods: We retrospectively identified patients with PDAC who underwent first-line FOLFIRINOX treatment at a single tertiary hospital between 2017 and 2020. Those with baseline and 8-week follow-up CT scans were included in the CT response dataset. Patients with both CT and CA 19-9 information comprised the CT/CA 19-9 response dataset. CT reports and CA 19-9 levels at baseline and 8-week follow-up were collected. CT response was based on Response Evaluation Criteria in Solid Tumors. CA 19-9 changes were determined as CA 19-9 levels normalized (<37 U/mL), decreased (>37 U/mL), or increased. Overall survival (OS) was compared.
Results: In the CT response dataset (n = 392), patients with progressive disease (PD; n = 44) exhibited shorter OS than stable disease (SD; n = 228; P = .01) or partial response (PR; n = 120; P = .001). OS did not significantly differ between PR and SD (P = .40). In the CT/CA 19-9 response dataset (n = 242), integrated CT and CA 19-9 responses revealed the shortest OS in patients with either PD or increased CA 19-9 (n = 74; median OS, 14.3 months), followed by PR/SD with decreased CA 19-9 (n = 113; median OS, 19.8 months; P = .003), and PR/SD with normalized CA 19-9 (n = 55; median OS, 23.6 months; P = .04).
Conclusion: Our combined evaluation of CT and CA 19-9 responses successfully stratified the survival of patients with PDAC treated with FOLFIRINOX, irrespective of disease stage.
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http://dx.doi.org/10.1016/j.pan.2025.02.007 | DOI Listing |
Bioinformatics
March 2025
Department of Computer Science, University of Turin, Torino, 10123, Italy.
Motivation: Computational models are crucial for addressing critical questions about systems evolution and deciphering system connections. The pivotal feature of making this concept recognisable from the biological and clinical community is the possibility of quickly inspecting the whole system, bearing in mind the different granularity levels of its components. This holistic view of system behaviour expands the evolution study by identifying the heterogeneous behaviours applicable, for example, to the cancer evolution study.
View Article and Find Full Text PDFIntegr Org Biol
February 2025
Department of Biology, Tufts University, 200 College Ave, Medford, MA 02155, USA.
There is currently no consensus on the most biologically meaningful way to calculate discrete-individual repeatability of stress response curves. In the current study, we compared three metrics of discrete-individual repeatability that incorporate the whole stress response curve: profile repeatability, Kullback-Leibler (KL) divergence, and hypothalamic-pituitary-adrenal (HPA) flexibility. As part of this work, we present a new R package for computing profile repeatability, "profrep.
View Article and Find Full Text PDFFront Physiol
February 2025
College of Biomedical Engineering and Instrument Science, Zhejiang University, Hangzhou, China.
Objective: This study aims to employ physiological model simulation to systematically analyze the frequency-domain components of PPG signals and extract their key features. The efficacy of these frequency-domain features in effectively distinguishing emotional states will also be investigated.
Methods: A dual windkessel model was employed to analyze PPG signal frequency components and extract distinctive features.
Data Brief
April 2025
Department of Design, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
Autonomous vehicles are being increasingly tested for transportation applications, yet investigations of user experience remain relatively rare. This paper presents a dataset of questionnaire responses (N = 146) investigating user experience of passengers on board an autonomous ferry in Norway. The ferry was the "milliAmpere2," an autonomous urban ferry owned and operated by the Norwegian University of Science and Technology (NTNU).
View Article and Find Full Text PDFData Brief
April 2025
Psychology Department, Middle Tennessee State University, Murfreesboro, TN, USA.
This data article presents electroencephalography (EEG) data and behavioral responses from a study examining the efficacy of a consumer-grade EEG headset (InteraXon Muse 2) in measuring the N400 component, a neural marker of semantic processing. These data are linked to the article "Exploring the Utility of the Muse Headset for Capturing the N400: Dependability and Single-Trial Analysis". Data were collected from 37 adult native speakers of English while they completed a semantic relatedness judgment task.
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