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Full-Text Articles in Medicine and Health Sciences
Machine Learning Analyses Of Highly-Multiplexed Immunofluorescence Identifies Distinct Tumor And Stromal Cell Populations In Primary Pancreatic Tumors, Krysten Vance, Alphan Alitinok, Seth Winfree, Heather Jensen Smith, Benjamin Swanson Md, Phd, Paul M. Grandgenett, Kelsey Klute, Daniel J Crichton, Michael A. Hollingsworth
Machine Learning Analyses Of Highly-Multiplexed Immunofluorescence Identifies Distinct Tumor And Stromal Cell Populations In Primary Pancreatic Tumors, Krysten Vance, Alphan Alitinok, Seth Winfree, Heather Jensen Smith, Benjamin Swanson Md, Phd, Paul M. Grandgenett, Kelsey Klute, Daniel J Crichton, Michael A. Hollingsworth
Journal Articles: Eppley Institute
BACKGROUND: Pancreatic ductal adenocarcinoma (PDAC) is a formidable challenge for patients and clinicians.
OBJECTIVE: To analyze the distribution of 31 different markers in tumor and stromal portions of the tumor microenvironment (TME) and identify immune cell populations to better understand how neoplastic, non-malignant structural, and immune cells, diversify the TME and influence PDAC progression.
METHODS: Whole slide imaging (WSI) and cyclic multiplexed-immunofluorescence (MxIF) was used to collect 31 different markers over the course of nine distinctive imaging series of human PDAC samples. Image registration and machine learning algorithms were developed to largely automate an imaging analysis pipeline identifying distinct cell …
Modified Chitosan For Effective Renal Delivery Of Sirna To Treat Acute Kidney Injury., Weimin Tang, Chinmay M. Jogdeo, Sudipta Panja, Siyuan Tang, Ling Ding, Ao Yu, Kirk W. Foster, Del L. Dsouza, Yashpal S. Chhonker, Heather Jensen Smith, Hee-Seong Jang, Erika I. Boesen, Daryl J. Murry, Babu Padanilam, David Oupicky
Modified Chitosan For Effective Renal Delivery Of Sirna To Treat Acute Kidney Injury., Weimin Tang, Chinmay M. Jogdeo, Sudipta Panja, Siyuan Tang, Ling Ding, Ao Yu, Kirk W. Foster, Del L. Dsouza, Yashpal S. Chhonker, Heather Jensen Smith, Hee-Seong Jang, Erika I. Boesen, Daryl J. Murry, Babu Padanilam, David Oupicky
Journal Articles: Eppley Institute
Acute kidney injury (AKI) is characterized by a sudden decrease in renal function and impacts growing number of people worldwide. RNA interference (RNAi) showed potential to treat diseases with no or limited conventional therapies, including AKI. Suitable carriers are needed to protect and selectively deliver RNAi to target cells to fully explore this therapeutic modality. Here, we report on the synthesis of chitosan modified with α-cyclam-p-toluic acid (C-CS) as a novel siRNA carrier for targeted delivery to injured kidneys. We demonstrate that conjugation of the α-cyclam-p-toluic acid to chitosan imparts the C-CS polymer with targeting and antagonistic properties to cells …