A precision oncology-focused deep learning framework for personalized selection of cancer therapy.

Precision oncology matches tumors to targeted therapies based on the presence of actionable molecular alterations. However, most tumors lack actionable alterations, restricting treatment options to cytotoxic chemotherapies for which few data-driven prioritization strategies currently exist. Here, we report an integrated computational/experimental treatment selection approach applicable for both chemotherapies and targeted agents irrespective of actionable alterations.

How to use the Artisse intrasaccular device.

Intrasaccular flow disruption has become established for the treatment of wide necked and bifurcation aneurysms. The most successful current devices are the WEB (Microvention) and Contour (Stryker). The Artisse (Medtronic) is a novel intrasaccular device designed to treat a variety of aneurysm morphologies.

Risk of venous thromboembolic complications in pregnant trauma patients: A matched cohort study.

Background: Trauma and pregnancy are both risk factors for venous thromboembolism (VTE). We hypothesized that pregnant blunt trauma patients would have a higher incidence of VTE complications compared with matched nonpregnant females.

Methods: We conducted a retrospective cohort study using National Trauma Data Bank data from 2017 to 2022.

Eruptive Insect Outbreaks from Endemic Populations Under Climate Change.

Insects, especially forest pests, are frequently characterized by eruptive dynamics. These types of species can stay at low, endemic population densities for extended periods of time before erupting in large-scale outbreaks. We here present a mechanistic model of these dynamics for mountain pine beetle.

Patient-Derived Xenografts of Triple-Negative Breast Cancer Enable Deconvolution and Prediction of Chemotherapy Responses.

Combination chemotherapy remains essential for clinical management of triple-negative breast cancer (TNBC). Consequently, responses to individual agents cannot be easily delineated at the single patient level, even though some patients might not require all drugs in the combination. Herein, we conduct multi-omic analyses of orthotopic TNBC patient-derived xenografts (PDXs) treated with single agent carboplatin, docetaxel, or the combination.