Person: Yang, Katherine
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Publication Bioorthogonal Small Molecule Imaging Agents Allow Single-Cell Imaging of MET
(Public Library of Science, 2013) Kim, Eunha; Yang, Katherine; Weissleder, RalphThe hepatocyte growth factor receptor (MET) is a receptor tyrosine kinase (RTK) that has emerged as an important cancer target. Consequently, a number of different inhibitors varying in specificity are currently in clinical development. However, to date, it has been difficult to visualize MET expression, intracellular drug distribution and small molecule MET inhibition. Using a bioorthogonal approach, we have developed two companion imaging drugs based on both mono- and polypharmacological MET inhibitors. We show exquisite drug and target co-localization that can be visualized at single-cell resolution. The developed agents may be useful chemical biology tools to investigate single-cell pharmacokinetics and pharmacodynamics of MET inhibitors.
Publication Computational imaging reveals mitochondrial morphology as a biomarker of cancer phenotype and drug response
(Nature Publishing Group, 2016) Giedt, Randy; Fumene Feruglio, Paolo; Pathania, Divya; Yang, Katherine; Kilcoyne, Aoife; Vinegoni, Claudio; Mitchison, Timothy; Weissleder, RalphMitochondria, which are essential organelles in resting and replicating cells, can vary in number, mass and shape. Past research has primarily focused on short-term molecular mechanisms underlying fission/fusion. Less is known about longer-term mitochondrial behavior such as the overall makeup of cell populations’ morphological patterns and whether these patterns can be used as biomarkers of drug response in human cells. We developed an image-based analytical technique to phenotype mitochondrial morphology in different cancers, including cancer cell lines and patient-derived cancer cells. We demonstrate that (i) cancer cells of different origins, including patient-derived xenografts, express highly diverse mitochondrial phenotypes; (ii) a given phenotype is characteristic of a cell population and fairly constant over time; (iii) mitochondrial patterns correlate with cell metabolic measurements and (iv) therapeutic interventions can alter mitochondrial phenotypes in drug-sensitive cancers as measured in pre- versus post-treatment fine needle aspirates in mice. These observations shed light on the role of mitochondrial dynamics in the biology and drug response of cancer cells. On the basis of these findings, we propose that image-based mitochondrial phenotyping can provide biomarkers for assessing cancer phenotype and drug response.
Publication Imaging Cellular Distribution of Bcl Inhibitors Using Small Molecule Drug Conjugates
(American Chemical Society, 2014) Giedt, Randy J.; Sprachman, Melissa M.; Yang, Katherine; Weissleder, RalphOverexpression of anti-apoptotic proteins such as Bcl-2 is a cellular mechanism to evade apoptosis; consequently, Bcl-2 inhibitors are being developed as anticancer agents. In this work, we have synthesized a fluorescent version of ABT-199 in an effort to visualize a drug surrogate by high resolution imaging. We show that this fluorescent conjugate has comparable Bcl-2 binding efficacy and cell line potency to the parent compound and can be used as an imaging agent in several cancer cell types. We anticipate that this agent will be a valuable tool for studying the single-cell distribution and pharmacokinetics of ABT-199 as well the broader group of BH3-mimetics.
Publication Tumor associated macrophages act as a slow-release reservoir of nano-therapeutic Pt(IV) pro-drug
(2015) Miller, Miles; Zheng, Yao-Rong; Gadde, Suresh; Pfirschke, Christina; Zope, Harshal; Engblom, Camilla; Kohler, Rainer; Iwamoto, Yoshiko; Yang, Katherine; Askevold, Bjorn; Kolishetti, Nagesh; Pittet, Mikael; Lippard, Stephen J.; Farokhzad, Omid; Weissleder, RalphTherapeutic nanoparticles (TNPs) aim to deliver drugs more safely and effectively to cancers, yet clinical results have been unpredictable owing to limited in vivo understanding. Here we use single-cell imaging of intratumoral TNP pharmacokinetics and pharmacodynamics to better comprehend their heterogeneous behavior. Model TNPs comprised of a fluorescent platinum(IV) pro-drug and a clinically-tested polymer platform (PLGA-b-PEG) promote long drug circulation and alter accumulation by directing cellular uptake toward tumor associated macrophages (TAMs). Simultaneous imaging of TNP vehicle, its drug payload, and single-cell DNA damage response reveals that TAMs serve as a local drug depot that accumulates significant vehicle from which DNA damaging Pt payload gradually releases to neighboring tumor cells. Correspondingly, TAM depletion reduces intratumoral TNP accumulation and efficacy. Thus, nanotherapeutics co-opt TAMs for drug delivery, which has implications for TNP design and for selecting patients into trials.
Publication Single cell resolution in vivo imaging of DNA damage following PARP inhibition
(Nature Publishing Group, 2015) Yang, Katherine; Kohler, Rainer; Landon, Matthieu; Giedt, Randy; Weissleder, RalphTargeting DNA repair pathways is a powerful strategy to treat cancers. To gauge efficacy in vivo, typical response markers include late stage effects such as tumor shrinkage, progression free survival, or invasive repeat biopsies. These approaches are often difficult to answer critical questions such as how a given drug affects single cell populations as a function of dose and time, distance from microvessels or how drug concentration (pharmacokinetics) correlates with DNA damage (pharmacodynamics). Here, we established a single-cell in vivo pharmacodynamic imaging read-out based on a truncated 53BP1 double-strand break reporter to determine whether or not poly(ADP-ribose) polymerase (PARP) inhibitor treatment leads to accumulation of DNA damage. Using this reporter, we show that not all PARP inhibitor treated tumors incur an increase in DNA damage. The method provides a framework for single cell analysis of cancer therapeutics in vivo.
Publication Immune evasion mediated by PD-L1 on glioblastoma-derived extracellular vesicles
(American Association for the Advancement of Science, 2018) Ricklefs, Franz L.; Alayo, Quazim; Krenzlin, Harald; Mahmoud, Ahmad; Speranza, Maria C.; Nakashima, Hiroshi; Hayes, Josie L.; Lee, Kyungheon; Balaj, Leonora; Passaro, Carmela; Rooj, Arun; Krasemann, Susanne; Carter, Bob; Chen, Clark C.; Steed, Tyler; Treiber, Jeffrey; Rodig, Scott; Yang, Katherine; Nakano, Ichiro; Lee, Hakho; Weissleder, Ralph; Breakefield, Xandra; Godlewski, Jakub; Westphal, Manfred; Lamszus, Katrin; Freeman, Gordon; Bronisz, Agnieszka; Lawler, Sean; Chiocca, E.Binding of programmed death ligand-1 (PD-L1) to programmed cell death protein-1 (PD1) leads to cancer immune evasion via inhibition of T cell function. One of the defining characteristics of glioblastoma, a universally fatal brain cancer, is its profound local and systemic immunosuppression. Glioblastoma has also been shown to generate extracellular vesicles (EVs), which may play an important role in tumor progression. We thus hypothesized that glioblastoma EVs may be important mediators of immunosuppression and that PD-L1 could play a role. We show that glioblastoma EVs block T cell activation and proliferation in response to T cell receptor stimulation. PD-L1 was expressed on the surface of some, but not of all, glioblastoma-derived EVs, with the potential to directly bind to PD1. An anti-PD1 receptor blocking antibody significantly reversed the EV-mediated blockade of T cell activation but only when PD-L1 was present on EVs. When glioblastoma PD-L1 was up-regulated by IFN-γ, EVs also showed some PD-L1–dependent inhibition of T cell activation. PD-L1 expression correlated with the mesenchymal transcriptome profile and was anatomically localized in the perinecrotic and pseudopalisading niche of human glioblastoma specimens. PD-L1 DNA was present in circulating EVs from glioblastoma patients where it correlated with tumor volumes of up to 60 cm3. These results suggest that PD-L1 on EVs may be another mechanism for glioblastoma to suppress antitumor immunity and support the potential of EVs as biomarkers in tumor patients.