Howard Hughes Medical Institute

Case Western Reserve University

Hersh Bhargava

Eric R Schreiter

Luke D Lavis

Ahmed Abdelfattah

Claire Deo

Anant Madabhushi

Patrick Leo

Priti Lal

A chemigenetic calcium indicator and a method of measuring calcium are provided. The chemigenetic calcium indicator includes a calcium-binding protein domain attached to a ligand binding protein domain. The method of measuring calcium includes administering a chemigenetic calcium indicator to a subject and determining changes in fluorescence, the chemigenetic calcium indicator including a ligand binding protein domain having a calcium-binding protein domain and a dye-ligand conjugate attached thereto.

Chemigenetic calcium indicators

Embodiments discussed herein facilitate determination of one of a probability of prostate cancer recurrence-free survival or a risk factor associated with prostate cancer based on intra-tumor stromal morphology. Example embodiments can perform operations comprising: accessing a digitized histological image of a prostate of a patient, wherein the histological image comprises a region of interest associated with prostate cancer; identifying nuclei of intra-tumoral stromal cells within the region of interest; extracting, for the region of interest of the digitized histological image, one or more features describing the structure of the intra-tumoral stromal cells; and generating, via a model based at least on the one or more features, one of a probability of prostate cancer recurrence-free survival or a risk score associated with prostate cancer for the patient based at least on the extracted one or more features.

Population-specific prediction of prostate cancer recurrence based on stromal morphology features

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San Francisco, CA, United States of America

Hersh Bhargava