Abstract
Patient-derived organoid models are proving to be a powerful platform for both basic and translational studies. Here we conduct a methodical analysis of pancreatic ductal adenocarcinoma (PDAC) tumor organoid drug response in paired PDX and PDX-derived organoid (PXO) models grown under WNT-free culture conditions. We report a specific relationship between Area Under the Curve value of organoid drug dose-response and in vivo tumor growth, irrespective of the drug treatment. In addition, we analyzed the glycome of PDX and PXO models and demonstrate that PXOs recapitulate the in vivo glycan landscape. In addition, we identify a core set of 57 N-glycans detected in all 10 models that represent 50-94% of the relative abundance of all N-glycans detected in each of the model. Lastly, we developed a secreted biomarker discovery pipeline using media supernatant of organoid cultures and identified potentially new extracellular vesicles (EV) protein markers. We validated our findings using plasma samples from patients with PDAC, benign gastrointestinal diseases, and chronic pancreatitis, and discover that four EV proteins are potential circulating biomarkers for PDAC. Thus, we demonstrate the utility of organoid cultures to not only model in vivo drug responses but also serve as a powerful platform for discovering clinically-actionable serologic biomarkers.
Authors
Ling Huang, Bruno Bockorny, Indranil Paul, Dipikaa Akshinthala, Pierre-Olivier Frappart, Omar Gandarilla, Arindam Bose, Veronica Sanchez-Gonzalez, Emily Rouse, Sylvain Lehoux, Nicole Pandell, Christine Lim, John G. Clohessy, Joseph E. Grossman, Raul S. Gonzalez, Sofia Perea, George Daaboul, Mandeep Sawhney, Steven D. Freedman, Alexander Kleger, Richard D. Cummings, Andrew Emili, Lakshmi Muthuswamy, Manuel Hidalgo, Senthil Muthuswamy
Abstract
Pre-existing humoral immunity to recombinant adeno-associated viral (AAV) vectors restricts the treatable patient population and efficacy of human gene therapies. Approaches to clear neutralizing antibodies (NAbs), such as plasmapheresis and immunosuppression are either ineffective or cause undesirable side effects. Here, we describe a clinically relevant strategy to rapidly and transiently degrade NAbs prior to AAV administration using an IgG degrading enzyme (IdeZ). We demonstrate that recombinant IdeZ efficiently cleaves IgG in dog, monkey and human antisera. Prophylactically administered IdeZ cleaves circulating, human IgG in mice and prevents AAV neutralization in vivo. In macaques, a single intravenous dose of IdeZ rescues AAV transduction by transiently reversing seropositivity. Importantly, IdeZ efficiently cleaves NAbs and rescues AAV transduction in mice passively immunized with individual human donor sera representing a diverse population. Our antibody clearance approach presents a new paradigm for expanding the prospective patient cohort and improving efficacy of AAV gene therapy.
Authors
Zachary C. Elmore, Daniel K. Oh, Katherine E. Simon, Marco M. Fanous, Aravind Asokan
Abstract
Identification of MHC class I bound peptides by immunopurification of MHC complexes and subsequent analysis by mass spectrometry is crucial for understanding T cell immunology and immunotherapy. Investigation of the steps for the MHC ligand isolation process revealed biases in widely used isolation techniques towards peptides of lower hydrophobicity. As MHC ligand hydrophobicity correlates positively with immunogenicity, identification of more hydrophobic MHC ligands could potentially lead to more effective isolation of immunogenic peptides as targets for immunotherapies. We solved this problem by use of higher concentrations of acetonitrile (ACN) for the separation of MHC ligands and their respective complexes. This increased overall MHC ligand identifications by 2-fold, detection of cancer germline antigen-derived peptides by 50%, and resulted in profound variations in isolation efficacy between different MHC alleles correlating with the hydrophobicity of their anchor residues. Overall, these insights enabled a more complete view on the immunopeptidome and overcame a systematic underrepresentation of these critical MHC ligands of high hydrophobicity.
Authors
Martin G. Klatt, Kyeara N. Mack, Yang Bai, Zita E.H. Aretz, Levy I. Nathan, Sung Soo Mun, Tao Dao, David A. Scheinberg
Abstract
In prior studies, we delineated the landscape of neoantigens arising from nonsynonymous point mutations in a murine pancreatic cancer model, Panc02. We developed a peptide vaccine by targeting neoantigens predicted using a pipeline that incorporates the MHC binding algorithm NetMHC. The vaccine, when combined with immune checkpoint modulators, elicited a robust neoepitope-specific antitumor immune response and led to tumor clearance. However, only a small fraction of the predicted neoepitopes induced T cell immunity, similarly to that reported for neoantigen vaccines tested in clinical studies. While these studies have used binding affinities to MHC I as surrogates for T cell immunity, this approach does not include spatial information on the mutated residue that is crucial for TCR activation. Here, we investigate conformational alterations in and around the MHC binding groove induced by selected minimal neoepitopes, and we examine the influence of a given mutated residue as a function of its spatial position. We found that structural parameters, including the solvent-accessible surface area (SASA) of the neoepitope and the position and spatial configuration of the mutated residue within the sequence, can be used to improve the prediction of immunogenic neoepitopes for inclusion in cancer vaccines.
Authors
Neeha Zaidi, Mariya Soban, Fangluo Chen, Heather Kinkead, Jocelyn Mathew, Mark Yarchoan, Todd D. Armstrong, Shozeb Haider, Elizabeth M. Jaffee
Abstract
Recently, we demonstrated that hematopoietic stem/progenitor cell (HSPC) mobilization followed by intravenous injection of integrating, helper-dependent adenovirus HDAd5/35++ vectors resulted in efficient transduction of long-term repopulating cells and disease amelioration in mouse models after in vivo selection of transduced HSPCs. Acute innate toxicity associated with HDAd5/35++ injection was controlled by appropriate prophylaxis, making this approach feasible for clinical translation. Our ultimate goal is to use this technically simple in vivo HSPC transduction approach for gene therapy of thalassemia major or sickle cell disease. A cure of these diseases requires high expression levels of the therapeutic protein (γ- or β-globin), which is difficult to achieve with lentivirus vectors because of their genome size limitation not allowing larger regulatory elements to be accommodated. Here, we capitalized on the 35 kb insert capacity of HDAd5/35++ vectors to demonstrate that transcriptional regulatory regions of the β-globin locus with a total length of 29 kb can efficiently be transferred into HSPCs. The in vivo HSPC transduction resulted in stable γ-globin levels in erythroid cells that conferred a complete cure of murine thalassemia intermedia. Notably, this was achieved with a minimal in vivo HSPC selection regimen.
Authors
Hongjie Wang, Aphrodite Georgakopoulou, Chang Li, Zhinan Liu, Sucheol Gil, Ashvin Bashyam, Evangelia Yannaki, Achilles Anagnostopoulos, Amit Pande, Zsuzsanna Izsvák, Thalia Papayannopoulou, André Lieber
Abstract
Detecting, characterizing, and monitoring rare populations of cells can increase testing sensitivity, give insight into disease mechanism, and inform clinical decision making. One area that can benefit from increased resolution is management of cancers in clinical remission but with measurable residual disease (MRD) by multicolor FACS. Detecting and monitoring genomic clonal resistance to treatment in the setting of MRD is technically difficult and resource intensive due to the limited amounts of disease cells. Here, we describe limited-cell FACS sequencing (LC-FACSeq), a reproducible, highly sensitive method of characterizing clonal evolution in rare cells relevant to different types of acute and chronic leukemias. We demonstrate the utility of LC-FACSeq for broad multigene gene panels and its application for monitoring sequential acquisition of mutations conferring therapy resistance and clonal evolution in long-term ibrutinib treatment of patients with chronic lymphocytic leukemia. This technique is generalizable for monitoring of other blood and marrow infiltrating cancers.
Authors
Eileen Y. Hu, James S. Blachly, Caner Saygin, Hatice G. Ozer, Stephanie E. Workman, Arletta Lozanski, Tzyy-Jye Doong, Chi-Ling Chiang, Seema Bhat, Kerry A. Rogers, Jennifer A. Woyach, Kevin R. Coombes, Daniel Jones, Natarajan Muthusamy, Gerard Lozanski, John C. Byrd
Abstract
Depletion of CD4+ T cells during HIV-1 infection is mostly mediated by inflammatory cells via indirect but not clearly defined mechanisms. In this report we employed the single-cell RNA sequencing (scRNA-seq) technology to study HIV-induced transcriptomic change in innate immune cells in lymphoid organs. We performed scRNA-seq on hCD45+hCD3-hCD19- human leukocytes isolated from spleens of humanized NOD/Rag2-/-/γc-/- (NRG) mice transplanted with human CD34+ hematopoietic stem-progenitor cells (NRG-hu HSC mice). We identified major populations of innate immune cells including plasmacytoid dendritic cells (pDC), myeloid dendritic cells (mDC), macrophage, nature killer (NK) cells and innate lymphoid cells (ILC). HIV-1 infection significantly upregulated genes involved in type-I interferon inflammatory pathways in each of the innate immune subsets. Interestingly, we found that the TNF-related apoptosis-inducing ligand (TRAIL) was upregulated in the innate immune populations including pDC, mDC, macrophage, NK and ILC. We further demonstrated that blockade of TRAIL signaling pathway in NRG-hu HSC mice prevented HIV-1 induced CD4+ T cell depletion in vivo. In summary, we characterized HIV-induced transcriptomic changes of innate immune cells in the spleen at single-cell levels, identified the TRAIL+ innate immune cells and defined an important role of TRAIL signaling pathway in HIV-1 induced CD4+ T cell depletion in vivo.
Authors
Liang Cheng, Haisheng Yu, John A. Wrobel, Guangming Li, Peng Liu, Zhiyuan Hu, Xiao-Ning Xu, Lishan Su
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the cause of human coronavirus disease 2019 (COVID-19), emerged in Wuhan, China in December 2019. The virus rapidly spread globally, resulting in a public-health crisis including more than 3.1 million cases and 224,000 deaths as of May 1, 2020. Here, we describe the identification and evaluation of commercially available reagents and assays for the molecular detection of SARS-CoV-2 in infected formalin fixed paraffin embedded (FFPE) cell pellets. We identified a suitable rabbit polyclonal anti-SARS-CoV spike protein antibody and a mouse monoclonal anti-SARS-CoV nucleocapsid protein (NP) antibody for cross detection of the respective SARS-CoV-2 proteins by immunohistochemistry (IHC) and immunofluorescence assay (IFA). Next, we established RNAscope in situ hybridization (ISH) to detect SARS-CoV-2 RNA. Furthermore, we established a multiplex fluorescence ISH (mFISH) to detect positive-sense SARS-CoV-2 RNA and negative-sense SARS-CoV-2 RNA (a replicative intermediate indicating viral replication). Finally, we developed a dual staining assay using IHC and ISH to detect SARS-CoV-2 antigen and RNA in the same FFPE section. These reagents and assays will accelerate COVID-19 pathogenesis studies in humans and in COVID-19 animal models.
Authors
Jun Liu, April M. Babka, Brian J. Kearney, Sheli R. Radoshitzky, Jens H. Kuhn, Xiankun Zeng
Abstract
Pancreatic islets secrete insulin from β cells and glucagon from α cells and dysregulated secretion of these hormones is a central component of diabetes. Thus, an improved understanding of the pathways governing coordinated β and α cell hormone secretion will provide insight into islet dysfunction in diabetes. However, the three-dimensional multicellular islet architecture, essential for coordinated islet function, presents experimental challenges for mechanistic studies of intracellular signaling pathways in primary islet cells. Here, we developed an integrated approach to study the function of primary human islet cells using genetically modified pseudoislets that resemble native islets across multiple parameters. Further, we developed a microperifusion system that allowed synchronous acquisition of GCaMP6f biosensor signal and hormone secretory profiles. We demonstrate the utility of this experimental approach by studying the effects of Gi and Gq GPCR pathways on insulin and glucagon secretion by expressing the designer receptors exclusively activated by designer drugs (DREADDs) hM4Di or hM3Dq. Activation of Gi signaling reduced insulin and glucagon secretion, while activation of Gq signaling stimulated glucagon secretion but had both stimulatory and inhibitory effects on insulin secretion which occur through changes in intracellular Ca2+. The experimental approach of combining pseudoislets with a microfluidic system, allowed the co-registration of intracellular signaling dynamics and hormone secretion and demonstrated differences in GPCR signaling pathways between human β and α cells.
Authors
John T. Walker, Rachana Haliyur, Heather A. Nelson, Matthew Ishahak, Gregory Poffenberger, Radhika Aramandla, Conrad Reihsmann, Joseph R. Luchsinger, Diane C. Saunders, Peng Wang, Adolfo Garcia-Ocana, Rita Bottino, Ashutosh Agarwal, Alvin C. Powers, Marcela Brissova
Abstract
In type 1 diabetes (T1D), autoimmune destruction of pancreatic β cells leads to insulin deficiency and loss of glycemic control. However, knowledge about human pancreas pathophysiology in T1D remains incomplete. To address this limitation, we established a pancreas tissue slice platform of donor organs with and without diabetes, facilitating the first live cell studies of human pancreas in T1D pathogenesis to our knowledge. We show that pancreas tissue slices from organ donors allow thorough assessment of processes critical for disease development, including insulin secretion, β cell physiology, endocrine cell morphology, and immune infiltration within the same donor organ. Using this approach, we compared detailed pathophysiological profiles for 4 pancreata from donors with T1D with 19 nondiabetic control donors. We demonstrate that β cell loss, β cell dysfunction, alterations of β cell physiology, and islet infiltration contributed differently to individual cases of T1D, allowing insight into pathophysiology and heterogeneity of T1D pathogenesis. Thus, our study demonstrates that organ donor pancreas tissue slices represent a promising and potentially novel approach in the search for successful prevention and reversal strategies of T1D.
Authors
Julia K. Panzer, Helmut Hiller, Christian M. Cohrs, Joana Almaça, Stephen J. Enos, Maria Beery, Sirlene Cechin, Denise M. Drotar, John R. Weitz, Jorge Santini, Mollie K. Huber, Mirza Muhammad Fahd Qadir, Ricardo L. Pastori, Juan Domínguez-Bendala, Edward A. Phelps, Mark A. Atkinson, Alberto Pugliese, Alejandro Caicedo, Irina Kusmartseva, Stephan Speier
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