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Wang H, Moghe GD, Kovaleski AP, Keller M, Martinson TE, Wright AH, Franklin JL, Hébert-Haché A, Provost C, Reinke M, Atucha A, North MG, Russo JP, Helwi P, Centinari M, Londo JP. NYUS.2: an automated machine learning prediction model for the large-scale real-time simulation of grapevine freezing tolerance in North America. Hortic Res 2024; 11:uhad286. [PMID: 38487294 PMCID: PMC10939402 DOI: 10.1093/hr/uhad286] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 12/17/2023] [Indexed: 03/17/2024]
Abstract
Accurate and real-time monitoring of grapevine freezing tolerance is crucial for the sustainability of the grape industry in cool climate viticultural regions. However, on-site data are limited due to the complexity of measurement. Current prediction models underperform under diverse climate conditions, which limits the large-scale deployment of these methods. We combined grapevine freezing tolerance data from multiple regions in North America and generated a predictive model based on hourly temperature-derived features and cultivar features using AutoGluon, an automated machine learning engine. Feature importance was quantified by AutoGluon and SHAP (SHapley Additive exPlanations) value. The final model was evaluated and compared with previous models for its performance under different climate conditions. The final model achieved an overall 1.36°C root-mean-square error during model testing and outperformed two previous models using three test cultivars at all testing regions. Two feature importance quantification methods identified five shared essential features. Detailed analysis of the features indicates that the model has adequately extracted some biological mechanisms during training. The final model, named NYUS.2, was deployed along with two previous models as an R shiny-based application in the 2022-23 dormancy season, enabling large-scale and real-time simulation of grapevine freezing tolerance in North America for the first time.
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Affiliation(s)
- Hongrui Wang
- School of Integrative Plant Science, Horticulture Section, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA
| | - Gaurav D Moghe
- School of Integrative Plant Science, Plant Biology Section, Cornell University, Ithaca, NY 14850, USA
| | - Al P Kovaleski
- Plant and Agroecosystem Sciences Department, University of Wisconsin–Madison, Madison, WI 53706, USA
| | - Markus Keller
- Department of Viticulture and Enology, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA 99350, USA
| | - Timothy E Martinson
- School of Integrative Plant Science, Horticulture Section, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA
| | - A Harrison Wright
- Kentville Research and Development Centre, Agriculture and Agri-Food Canada, Kentville, Nova Scotia, B4N 1J5, Canada
| | - Jeffrey L Franklin
- Kentville Research and Development Centre, Agriculture and Agri-Food Canada, Kentville, Nova Scotia, B4N 1J5, Canada
| | | | - Caroline Provost
- Centre de Recherche Agroalimentaire de Mirabel, Mirabel, Québec, J7N 2X8, Canada
| | - Michael Reinke
- Southwest Michigan Research and Extension Center, Michigan State University, Benton Harbor, MI 49022, USA
| | - Amaya Atucha
- Plant and Agroecosystem Sciences Department, University of Wisconsin–Madison, Madison, WI 53706, USA
| | - Michael G North
- Plant and Agroecosystem Sciences Department, University of Wisconsin–Madison, Madison, WI 53706, USA
| | - Jennifer P Russo
- School of Integrative Plant Science, Horticulture Section, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA
| | - Pierre Helwi
- Martell & Co., 7 place Edouard Martell, Cognac 16100, France
| | - Michela Centinari
- Department of Plant Science, The Pennsylvania State University, University Park, PA 16802, USA
| | - Jason P Londo
- School of Integrative Plant Science, Horticulture Section, Cornell AgriTech, Cornell University, Geneva, NY 14456, USA
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Qu S, Nelson H, Liu X, Semler E, Michell DL, Massick C, Franklin JL, Karijolich J, Weaver AM, Coffey RJ, Liu Q, Vickers KC, Patton JG. 5-Fluorouracil Treatment Represses Pseudouridine-Containing Small RNA Export into Extracellular Vesicles. bioRxiv 2024:2024.01.15.575751. [PMID: 38293013 PMCID: PMC10827090 DOI: 10.1101/2024.01.15.575751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
5-fluorouracil (5-FU) has been used for chemotherapy for colorectal and other cancers for over 50 years. The prevailing view of its mechanism of action is inhibition of thymidine synthase leading to defects in DNA replication and repair. However, 5-FU is also incorporated into RNA causing toxicity due to defects in RNA metabolism, inhibition of pseudouridine modification, and altered ribosome function. Here, we examine the impact of 5-FU on the expression and export of small RNAs (sRNAs) into small extracellular vesicles (sEVs). Moreover, we assess the role of 5-FU in regulation of post-transcriptional sRNA modifications (PTxM) using mass spectrometry approaches. EVs are secreted by all cells and contain a variety of proteins and RNAs that can function in cell-cell communication. PTxMs on cellular and extracellular sRNAs provide yet another layer of gene regulation. We found that treatment of the colorectal cancer (CRC) cell line DLD-1 with 5-FU led to surprising differential export of miRNA snRNA, and snoRNA transcripts. Strikingly, 5-FU treatment significantly decreased the levels of pseudouridine on both cellular and secreted EV sRNAs. In contrast, 5-FU exposure led to increased levels of cellular sRNAs containing a variety of methyl-modified bases. Our results suggest that 5-FU exposure leads to altered expression, base modifications, and mislocalization of EV base-modified sRNAs.
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3
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Maniya NH, Kumar S, Franklin JL, Higginbotham JN, Scott AM, Gan HK, Coffey RJ, Senapati S, Chang HC. Detection of EGFR and its Activity State in Plasma CD63-EVs from Glioblastoma Patients: Rapid Profiling using an Anion Exchange Membrane Sensor. bioRxiv 2023:2023.10.16.562628. [PMID: 37905113 PMCID: PMC10614888 DOI: 10.1101/2023.10.16.562628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
We present a novel quantitative immunoassay for CD63 EVs (extracellular vesicles) and a constituent surface cargo, EGFR and its activity state, that provides a sensitive, selective, fluorophore-free and rapid alternative to current EV-based diagnostic methods. Our sensing design utilizes a charge-gating strategy, with a hydrophilic anion exchange membrane and a charged silica nanoparticle reporter. With sensitivity and robustness enhancement by the ion-depletion action of the membrane, this hydrophilic design with charged reporters minimizes interference from dispersed proteins and fluorophore degradation, thus enabling direct plasma analysis. With a limit of detection of 30 EVs/μL and a high relative sensitivity of 0.01% for targeted proteomic subfractions, our assay enables accurate quantification of the EV marker, CD63, with colocalized EGFR by an operator/sample insensitive universal normalized calibration. Glioblastoma necessitates improved non-invasive diagnostic approaches for early detection and monitoring. Notably, we target both total and "active" EGFR on EVs; with a monoclonal antibody mAb806 that recognizes a normally hidden epitope on overexpressed or mutant variant III EGFR. This approach offers direct glioblastoma detection from untreated human patient samples. Analysis of glioblastoma clinical samples yielded an area-under-the-curve (AUC) value of 0.99 and low p-value of 0.000033, significantly surpassing the performance of existing assays and markers.
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4
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Hong I, Hong C, Tutanov OS, Massick C, Castleberry M, Zhang Q, Jeppesen DK, Higginbotham JN, Franklin JL, Vickers K, Coffey RJ, Ndukaife JC. Anapole-Assisted Low-Power Optical Trapping of Nanoscale Extracellular Vesicles and Particles. Nano Lett 2023; 23:7500-7507. [PMID: 37552655 PMCID: PMC10652798 DOI: 10.1021/acs.nanolett.3c02014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/10/2023]
Abstract
This study addresses the challenge of trapping nanoscale biological particles using optical tweezers without the photothermal heating effect and the limitation presented by the diffraction limit. Optical tweezers are effective for trapping microscopic biological objects but not for nanoscale specimens due to the diffraction limit. To overcome this, we present an approach that uses optical anapole states in all-dielectric nanoantenna systems on distributed Bragg reflector substrates to generate strong optical gradient force and potential on nanoscale biological objects with negligible temperature rise below 1 K. The anapole antenna condenses the accessible electromagnetic energy to scales as small as 30 nm. Using this approach, we successfully trapped nanosized extracellular vesicles and supermeres (approximately 25 nm in size) using low laser power of only 10.8 mW. This nanoscale optical trapping platform has great potential for single molecule analysis while precluding photothermal degradation.
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Affiliation(s)
- Ikjun Hong
- Vanderbilt Institute of Nanoscale Science and Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Chuchuan Hong
- Vanderbilt Institute of Nanoscale Science and Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Oleg S Tutanov
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Center for Extracellular Vesicles Research, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Clark Massick
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Center for Extracellular Vesicles Research, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Mark Castleberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Center for Extracellular Vesicles Research, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Center for Extracellular Vesicles Research, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Dennis K Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
| | - James N Higginbotham
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Center for Extracellular Vesicles Research, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
- Center for Extracellular Vesicles Research, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Kasey Vickers
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Center for Extracellular Vesicles Research, Vanderbilt University, Nashville, Tennessee 37235, United States
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee 37232, United States
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
| | - Justus C Ndukaife
- Vanderbilt Institute of Nanoscale Science and Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
- Department of Electrical and Computer Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
- Department of Mechanical Engineering, Vanderbilt University, Nashville, Tennessee 37235, United States
- Center for Extracellular Vesicles Research, Vanderbilt University, Nashville, Tennessee 37235, United States
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5
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Jeppesen DK, Zhang Q, Franklin JL, Coffey RJ. Extracellular vesicles and nanoparticles: emerging complexities. Trends Cell Biol 2023; 33:667-681. [PMID: 36737375 PMCID: PMC10363204 DOI: 10.1016/j.tcb.2023.01.002] [Citation(s) in RCA: 99] [Impact Index Per Article: 99.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Revised: 12/21/2022] [Accepted: 01/12/2023] [Indexed: 02/04/2023]
Abstract
The study of extracellular vesicles (EVs) and nanoparticles (NPs) is rapidly expanding because recent discoveries have revealed a much greater complexity and diversity than was appreciated only a few years ago. New types of EVs and NPs have recently been described. Proteins and nucleic acids previously thought to be packaged in exosomes appear to be more enriched in different types of EVs and in two recently identified amembranous NPs, exomeres and supermeres. Thus, our understanding of the cell biology and intercellular communication facilitated by the release of EVs and NPs is in a state of flux. In this review, we describe the different types of EVs and NPs, highlight recent advances, and present major outstanding questions.
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Affiliation(s)
- Dennis K Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
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6
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LaPlante EL, Stürchler A, Fullem R, Chen D, Starner AC, Esquivel E, Alsop E, Jackson AR, Ghiran I, Pereira G, Rozowsky J, Chang J, Gerstein MB, Alexander RP, Roth ME, Franklin JL, Coffey RJ, Raffai RL, Mansuy IM, Stavrakis S, deMello AJ, Laurent LC, Wang YT, Tsai CF, Liu T, Jones J, Van Keuren-Jensen K, Van Nostrand E, Mateescu B, Milosavljevic A. exRNA-eCLIP intersection analysis reveals a map of extracellular RNA binding proteins and associated RNAs across major human biofluids and carriers. Cell Genom 2023; 3:100303. [PMID: 37228754 PMCID: PMC10203258 DOI: 10.1016/j.xgen.2023.100303] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/13/2022] [Revised: 01/01/2023] [Accepted: 03/24/2023] [Indexed: 05/27/2023]
Abstract
Although the role of RNA binding proteins (RBPs) in extracellular RNA (exRNA) biology is well established, their exRNA cargo and distribution across biofluids are largely unknown. To address this gap, we extend the exRNA Atlas resource by mapping exRNAs carried by extracellular RBPs (exRBPs). This map was developed through an integrative analysis of ENCODE enhanced crosslinking and immunoprecipitation (eCLIP) data (150 RBPs) and human exRNA profiles (6,930 samples). Computational analysis and experimental validation identified exRBPs in plasma, serum, saliva, urine, cerebrospinal fluid, and cell-culture-conditioned medium. exRBPs carry exRNA transcripts from small non-coding RNA biotypes, including microRNA (miRNA), piRNA, tRNA, small nuclear RNA (snRNA), small nucleolar RNA (snoRNA), Y RNA, and lncRNA, as well as protein-coding mRNA fragments. Computational deconvolution of exRBP RNA cargo reveals associations of exRBPs with extracellular vesicles, lipoproteins, and ribonucleoproteins across human biofluids. Overall, we mapped the distribution of exRBPs across human biofluids, presenting a resource for the community.
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Affiliation(s)
- Emily L. LaPlante
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Alessandra Stürchler
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
- Brain Research Institute, University of Zürich, 8057 Zürich, Switzerland
| | - Robert Fullem
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
- Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, TX 77030, USA
| | - David Chen
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Anne C. Starner
- Verna & Marrs McLean Department of Biochemistry & Molecular Biology, Baylor College of Medicine, Houston, TX 76706, USA
| | - Emmanuel Esquivel
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
- Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, TX 77030, USA
| | - Eric Alsop
- Neurogenomics Division, TGen, Phoenix, AZ 85004, USA
| | - Andrew R. Jackson
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Ionita Ghiran
- Department of Anesthesia, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Getulio Pereira
- Department of Anesthesia, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Joel Rozowsky
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | - Justin Chang
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | - Mark B. Gerstein
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | | | - Matthew E. Roth
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | - Jeffrey L. Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37235, USA
| | - Robert J. Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37235, USA
| | - Robert L. Raffai
- Department of Veterans Affairs, Surgical Service (112G), San Francisco VA Medical Center, San Francisco, CA 94121, USA
- Division of Endovascular and Vascular Surgery, Department of Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
| | - Isabelle M. Mansuy
- Brain Research Institute, University of Zürich, 8057 Zürich, Switzerland
| | - Stavros Stavrakis
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | - Andrew J. deMello
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
| | - Louise C. Laurent
- Department of Obstetrics, Gynecology, and Reproductive Sciences and Sanford Consortium for Regenerative Medicine, University of California, San Diego, La Jolla, CA 92093, USA
| | - Yi-Ting Wang
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | - Chia-Feng Tsai
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | - Tao Liu
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | - Jennifer Jones
- Laboratory of Pathology Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | | | - Eric Van Nostrand
- Verna & Marrs McLean Department of Biochemistry & Molecular Biology, Baylor College of Medicine, Houston, TX 76706, USA
- Therapeutic Innovation Center, Baylor College of Medicine, Houston, TX 77030, USA
| | - Bogdan Mateescu
- Institute for Chemical and Bioengineering, ETH Zürich, 8093 Zürich, Switzerland
- Brain Research Institute, University of Zürich, 8057 Zürich, Switzerland
| | - Aleksandar Milosavljevic
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
- Program in Quantitative and Computational Biosciences, Baylor College of Medicine, Houston, TX 77030, USA
- Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA
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7
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Zhang Q, Jeppesen DK, Higginbotham JN, Franklin JL, Coffey RJ. Comprehensive isolation of extracellular vesicles and nanoparticles. Nat Protoc 2023; 18:1462-1487. [PMID: 36914899 PMCID: PMC10445291 DOI: 10.1038/s41596-023-00811-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 01/10/2023] [Indexed: 03/16/2023]
Abstract
There is an increasing appreciation for the heterogeneous nature of extracellular vesicles (EVs). In addition, two nonvesicular extracellular nanoparticles (NVEPs), exomeres and supermeres, have been discovered recently that are enriched in many cargo previously ascribed to EVs. The EV field has largely focused on EV isolation and characterization, while studies on NVEPs are limited. At this juncture, it is critically important to have robust and reliable methods to separate distinct populations of EVs and NVEPs to assign cargo to their correct carrier. Here, we provide a comprehensive step-by-step protocol for sequential isolation of large and small EVs, nonvesicular fractions, exomeres and supermeres from the same starting material. We describe in detail the use of differential ultracentrifugation, filtration, concentration and high-resolution density-gradient fractionation to obtain purified fractions of distinct populations of EVs and NVEPs. This protocol allows assignment and enrichment of a biomolecule of interest to its specific extracellular compartment. Compared to other isolation methods, our protocol has unique advantages, including high purity and reproducibility, with minimal expertise required. The protocol can be applied to purification of EVs and NVEPs from cell culture medium and human plasma and requires ~72 h to complete. Adoption of this protocol will help translational investigators identify potential circulating biomarkers and therapeutic targets for a host of human diseases and allow basic scientists to better understand EV and NVEP biogenesis and function. Overall, this protocol will allow those interested in isolating EVs and extracellular particles to advance scientific inquiry to answer outstanding questions in the field.
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Affiliation(s)
- Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Dennis K Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - James N Higginbotham
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA.
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8
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Zhang C, Huo X, Zhu Y, Higginbotham JN, Cao Z, Lu X, Franklin JL, Vickers KC, Coffey RJ, Senapati S, Wang C, Chang HC. Electrodeposited magnetic nanoporous membrane for high-yield and high-throughput immunocapture of extracellular vesicles and lipoproteins. Commun Biol 2022; 5:1358. [PMID: 36496485 PMCID: PMC9741596 DOI: 10.1038/s42003-022-04321-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 11/30/2022] [Indexed: 12/13/2022] Open
Abstract
Superparamagnetic nanobeads offer several advantages over microbeads for immunocapture of nanocarriers (extracellular vesicles, lipoproteins, and viruses) in a bioassay: high-yield capture, reduction in incubation time, and higher capture capacity. However, nanobeads are difficult to "pull-down" because their superparamagnetic feature requires high nanoscale magnetic field gradients. Here, an electrodeposited track-etched membrane is shown to produce a unique superparamagnetic nano-edge ring with multiple edges around nanopores. With a uniform external magnetic field, the induced monopole and dipole of this nano edge junction combine to produce a 10× higher nanobead trapping force. A dense nanobead suspension can be filtered through the magnetic nanoporous membrane (MNM) at high throughput with a 99% bead capture rate. The yield of specific nanocarriers in heterogeneous media by nanobeads/MNM exceeds 80%. Reproducibility, low loss, and concentration-independent capture rates are also demonstrated. This MNM material hence expands the application of nanobead immunocapture to physiological samples.
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Affiliation(s)
- Chenguang Zhang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA
| | - Xiaoye Huo
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA
| | - Yini Zhu
- Department of Biology, University of Notre Dame, Notre Dame, IN, 46556, USA
| | - James N Higginbotham
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Zheng Cao
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Xin Lu
- Department of Biology, University of Notre Dame, Notre Dame, IN, 46556, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, 37232, USA
| | - Kasey C Vickers
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, 37232, USA
| | - Satyajyoti Senapati
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA
| | - Ceming Wang
- Aopia Biosciences, 31351 Medallion Dr, Hayward, CA, 94544, USA.
| | - Hsueh-Chia Chang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN, 46556, USA.
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9
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Mateescu B, Jones JC, Alexander RP, Alsop E, An JY, Asghari M, Boomgarden A, Bouchareychas L, Cayota A, Chang HC, Charest A, Chiu DT, Coffey RJ, Das S, De Hoff P, deMello A, D’Souza-Schorey C, Elashoff D, Eliato KR, Franklin JL, Galas DJ, Gerstein MB, Ghiran IH, Go DB, Gould S, Grogan TR, Higginbotham JN, Hladik F, Huang TJ, Huo X, Hutchins E, Jeppesen DK, Jovanovic-Talisman T, Kim BY, Kim S, Kim KM, Kim Y, Kitchen RR, Knouse V, LaPlante EL, Lebrilla CB, Lee LJ, Lennon KM, Li G, Li F, Li T, Liu T, Liu Z, Maddox AL, McCarthy K, Meechoovet B, Maniya N, Meng Y, Milosavljevic A, Min BH, Morey A, Ng M, Nolan J, De Oliveira Junior GP, Paulaitis ME, Phu TA, Raffai RL, Reátegui E, Roth ME, Routenberg DA, Rozowsky J, Rufo J, Senapati S, Shachar S, Sharma H, Sood AK, Stavrakis S, Stürchler A, Tewari M, Tosar JP, Tucker-Schwartz AK, Turchinovich A, Valkov N, Van Keuren-Jensen K, Vickers KC, Vojtech L, Vreeland WN, Wang C, Wang K, Wang Z, Welsh JA, Witwer KW, Wong DT, Xia J, Xie YH, Yang K, Zaborowski MP, Zhang C, Zhang Q, Zivkovic AM, Laurent LC. Phase 2 of extracellular RNA communication consortium charts next-generation approaches for extracellular RNA research. iScience 2022; 25:104653. [PMID: 35958027 PMCID: PMC9358052 DOI: 10.1016/j.isci.2022.104653] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
The extracellular RNA communication consortium (ERCC) is an NIH-funded program aiming to promote the development of new technologies, resources, and knowledge about exRNAs and their carriers. After Phase 1 (2013-2018), Phase 2 of the program (ERCC2, 2019-2023) aims to fill critical gaps in knowledge and technology to enable rigorous and reproducible methods for separation and characterization of both bulk populations of exRNA carriers and single EVs. ERCC2 investigators are also developing new bioinformatic pipelines to promote data integration through the exRNA atlas database. ERCC2 has established several Working Groups (Resource Sharing, Reagent Development, Data Analysis and Coordination, Technology Development, nomenclature, and Scientific Outreach) to promote collaboration between ERCC2 members and the broader scientific community. We expect that ERCC2's current and future achievements will significantly improve our understanding of exRNA biology and the development of accurate and efficient exRNA-based diagnostic, prognostic, and theranostic biomarker assays.
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Affiliation(s)
- Bogdan Mateescu
- Brain Research Institute, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
- Institute for Chemical and Bioengineering, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Jennifer C. Jones
- Laboratory of Pathology Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | | | - Eric Alsop
- Neurogenomics Division, TGen, Phoenix, AZ 85004, USA
| | - Ji Yeong An
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Mohammad Asghari
- Institute for Chemical and Bioengineering, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Alex Boomgarden
- Department of Biological Sciences, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Laura Bouchareychas
- Department of Surgery, Division of Vascular and Endovascular Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
- Northern California Institute for Research and Education, San Francisco, CA 94121, USA
| | - Alfonso Cayota
- Functional Genomics Unit, Institut Pasteur de Montevideo, Montevideo 11400, Uruguay
- University Hospital, Universidad de la República, Montevideo 11600, Uruguay
| | - Hsueh-Chia Chang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
- Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Al Charest
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Daniel T. Chiu
- Department of Chemistry and Bioengineering, University of Washington, Seattle, WA 98195, USA
| | - Robert J. Coffey
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37235, USA
| | - Saumya Das
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Peter De Hoff
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, La Jolla, San Diego, CA 92093, USA
| | - Andrew deMello
- Institute for Chemical and Bioengineering, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | | | - David Elashoff
- Statistics Core, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| | - Kiarash R. Eliato
- Department of Molecular Medicine, Beckman Research Institute of the City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - Jeffrey L. Franklin
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37235, USA
| | - David J. Galas
- Pacific Northwest Research Institute, Seattle, WA 98122, USA
| | - Mark B. Gerstein
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
- Program in Computational Biology & Bioinformatics, Yale University, New Haven, CT 06520, USA
- Department of Computer Science, Yale University, New Haven, CT 06520, USA
| | - Ionita H. Ghiran
- Department of Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - David B. Go
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
- Department of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Stephen Gould
- Department of Biological Chemistry, The Johns Hopkins University School of Medicine, 725 North Wolfe Street, Baltimore, MD 21205, USA
| | - Tristan R. Grogan
- Department of Medicine Statistics Core, David Geffen School of Medicine at the University of California, Los Angeles, Los Angeles, CA, USA
| | - James N. Higginbotham
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Florian Hladik
- Departments of Obstetrics and Gynecology, and Medicine, University of Washington, Seattle, WA, USA
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Tony Jun Huang
- Department of Mechanical Engineering and Material Science, Duke University, Durham, NC 27708, USA
| | - Xiaoye Huo
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | | | - Dennis K. Jeppesen
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Tijana Jovanovic-Talisman
- Department of Molecular Medicine, Beckman Research Institute of the City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - Betty Y.S. Kim
- Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
| | - Sung Kim
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Kyoung-Mee Kim
- Department of Pathology & Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Yong Kim
- Department of Oral Biology and Medicine, UCLA School of Dentistry, Los Angeles, CA 90095, USA
| | - Robert R. Kitchen
- Corrigan Minehan Heart Center and Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Vaughan Knouse
- Laboratory of Pathology Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Emily L. LaPlante
- Bioinformatics Research Laboratory, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | | | - L. James Lee
- Department of Chemical and Biomolecular Engineering and Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
| | - Kathleen M. Lennon
- Department of Molecular Medicine, Beckman Research Institute of the City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - Guoping Li
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | - Feng Li
- Department of Oral Biology and Medicine, UCLA School of Dentistry, Los Angeles, CA 90095, USA
| | - Tieyi Li
- Department of Materials Science & Engineering, University of California Los Angeles, Los Angeles, CA 90095-1595, USA
| | - Tao Liu
- Biological Sciences Division, Pacific Northwest National Laboratory, Richland, WA 99354, USA
| | - Zirui Liu
- Department of Materials Science & Engineering, University of California Los Angeles, Los Angeles, CA 90095-1595, USA
| | - Adam L. Maddox
- Department of Molecular Medicine, Beckman Research Institute of the City of Hope Comprehensive Cancer Center, Duarte, CA 91010, USA
| | - Kyle McCarthy
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | | | - Nalin Maniya
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Yingchao Meng
- Institute for Chemical and Bioengineering, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Aleksandar Milosavljevic
- Bioinformatics Research Laboratory, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
- Program in Quantitative and Computational Biosciences Baylor College of Medicine, Houston, TX 77030, USA
| | - Byoung-Hoon Min
- Department of Medicine, Samsung Medical Center, Sungkyunkwan University, School of Medicine, Seoul, South Korea
| | - Amber Morey
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, La Jolla, San Diego, CA 92093, USA
| | - Martin Ng
- Northern California Institute for Research and Education, San Francisco, CA 94121, USA
| | - John Nolan
- Scintillon Institute, San Diego, CA, USA
| | | | - Michael E. Paulaitis
- Center for Nanomedicine at the Wilmer Eye Institute, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Tuan Anh Phu
- Northern California Institute for Research and Education, San Francisco, CA 94121, USA
| | - Robert L. Raffai
- Department of Surgery, Division of Vascular and Endovascular Surgery, University of California, San Francisco, San Francisco, CA 94143, USA
- Northern California Institute for Research and Education, San Francisco, CA 94121, USA
- Department of Veterans Affairs, Surgical Service (112G), San Francisco VA Medical Center, San Francisco, CA 94121, USA
| | - Eduardo Reátegui
- Department of Chemical and Biomolecular Engineering and Comprehensive Cancer Center, The Ohio State University, Columbus, OH 43210, USA
| | - Matthew E. Roth
- Bioinformatics Research Laboratory, Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
| | | | - Joel Rozowsky
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | - Joseph Rufo
- Department of Mechanical Engineering and Material Science, Duke University, Durham, NC 27708, USA
| | - Satyajyoti Senapati
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Sigal Shachar
- Meso Scale Diagnostics, LLC, Rockville, MD 20850, USA
| | - Himani Sharma
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Anil K. Sood
- Department of Gynecologic Oncology & Reproductive Medicine, University of Texas MD Aderson Cancer Center, Houston, TX 77030, USA
| | - Stavros Stavrakis
- Institute for Chemical and Bioengineering, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Alessandra Stürchler
- Brain Research Institute, University of Zürich, Winterthurerstrasse 190, CH-8057 Zürich, Switzerland
- Institute for Chemical and Bioengineering, ETH Zürich, Vladimir Prelog Weg 1, 8093 Zürich, Switzerland
| | - Muneesh Tewari
- Department of Internal Medicine, Hematology/Oncology Division, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI 48109, USA
- Center for Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA
- Rogel Comprehensive Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA
| | - Juan P. Tosar
- Functional Genomics Unit, Institut Pasteur de Montevideo, Montevideo 11400, Uruguay
- Analytical Biochemistry Unit, School of Science, Universidad de la República, Montevideo 11400, Uruguay
| | | | - Andrey Turchinovich
- Cancer Genome Research (B063), German Cancer Research Center DKFZ, Heidelberg 69120, Germany
- Heidelberg Biolabs GmbH, Heidelberg 69120, Germany
| | - Nedyalka Valkov
- Cardiovascular Research Center, Massachusetts General Hospital, Boston, MA, USA
| | | | - Kasey C. Vickers
- Department of Medicine, Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Lucia Vojtech
- Department of Obstetrics and Gynecology, University of Washington, Seattle, WA 98195, USA
| | - Wyatt N. Vreeland
- Bioprocess Measurement Group, National Institute of Standards and Technology, Gaithersburg, MD 20899, USA
| | - Ceming Wang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Kai Wang
- Institute for Systems Biology, Seattle, WA 98109, USA
| | - ZeYu Wang
- Department of Mechanical Engineering and Material Science, Duke University, Durham, NC 27708, USA
| | - Joshua A. Welsh
- Laboratory of Pathology Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Kenneth W. Witwer
- Department of Molecular and Comparative Pathobiology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Department of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - David T.W. Wong
- Department of Oral Biology and Medicine, UCLA School of Dentistry, Los Angeles, CA 90095, USA
| | - Jianping Xia
- Department of Mechanical Engineering and Material Science, Duke University, Durham, NC 27708, USA
| | - Ya-Hong Xie
- Department of Materials Science & Engineering, University of California Los Angeles, Los Angeles, CA 90095-1595, USA
| | - Kaichun Yang
- Department of Mechanical Engineering and Material Science, Duke University, Durham, NC 27708, USA
| | - Mikołaj P. Zaborowski
- Department of Gynecology, Obstetrics and Gynecologic Oncology, Division of Gynecologic Oncology, Poznan University of Medical Sciences, 60-535 Poznań, Poland
| | - Chenguang Zhang
- Department of Chemical and Biomolecular Engineering, University of Notre Dame, Notre Dame, IN 46556, USA
| | - Qin Zhang
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | | | - Louise C. Laurent
- Department of Obstetrics, Gynecology, and Reproductive Sciences, University of California, La Jolla, San Diego, CA 92093, USA
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Zhang Q, Jeppesen DK, Higginbotham JN, Glass SE, Franklin JL, Coffey RJ. Abstract 3850: Supermeres are functional extracellular nanoparticles replete with cancer biomarkers and therapeutic targets. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Cancer-derived extracellular vesicles, including exosomes, and exomere nanoparticles, are under intense investigation for cargo that may serve as clinical biomarkers and therapeutic targets. Here, we report the discovery of a new extracellular nanoparticle, termed supemeres. Supermeres are morphologically different from exomeres as determined by fluid-phase atomic force microscopy and display distinct uptake both in vitro and in vivo. In colorectal cancer (CRC) cell-derived supermeres, TGFBI is the most abundant protein and is linked to CRC progression and survival. Supermeres are enriched with cargo involved in multiple cancers including glycolytic enzymes, AGO2, shed MET and GPC1, and miR-1246. The majority of extracellular RNA is associated with supermeres rather than small extracellular vesicles and exomeres. Cancer-derived supermeres increase lactate secretion, transfer cetuximab-resistance, and decrease hepatic lipids and glycogen in vivo. This study identifies a distinct functional nanoparticle replete with potential cancer-related circulating biomarkers and therapeutic targets.
Citation Format: Qin Zhang, Dennis K. Jeppesen, James N. Higginbotham, Sarah E. Glass, Jeffrey L. Franklin, Robert J. Coffey. Supermeres are functional extracellular nanoparticles replete with cancer biomarkers and therapeutic targets [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3850.
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Affiliation(s)
- Qin Zhang
- 1Vanderbilt University Medical Center, Nashville, TN
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11
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Jeppesen DK, Zhang Q, Franklin JL, Coffey RJ. Are Supermeres a Distinct Nanoparticle? J Extracell Biol 2022; 1:e44. [PMID: 36311879 PMCID: PMC9615021 DOI: 10.1002/jex2.44] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Accepted: 05/09/2022] [Indexed: 11/08/2022]
Abstract
AbstractWe have recently reported the discovery of a new distinct nanoparticle by ultracentrifugation of the supernatant of exomeres at 376,000 x g for 16 hours. We termed the resulting pellet, supermeres (supernatant of exomeres). The Witwer team raised the legitimate question that these two membraneless nanoparticles may arise from a continuous population of extracellular particles. We have reviewed our data here and present additional analyses that reinforce supermeres as distinct nanoparticles.
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Affiliation(s)
- Dennis K. Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jeffrey L. Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Robert J. Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
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12
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Liu H, Li D, Sun L, Qin H, Fan A, Meng L, Graves-Deal R, Glass SE, Franklin JL, Liu Q, Wang J, Yeatman TJ, Guo H, Zong H, Jin S, Chen Z, Deng T, Fang Y, Li C, Karijolich J, Patton JG, Wang X, Nie Y, Fan D, Coffey RJ, Zhao X, Lu Y. Interaction of lncRNA MIR100HG with hnRNPA2B1 facilitates m 6A-dependent stabilization of TCF7L2 mRNA and colorectal cancer progression. Mol Cancer 2022; 21:74. [PMID: 35279145 PMCID: PMC8917698 DOI: 10.1186/s12943-022-01555-3] [Citation(s) in RCA: 50] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 03/02/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Epithelial-to-mesenchymal transition (EMT) is a process linked to metastasis and drug resistance with non-coding RNAs (ncRNAs) playing pivotal roles. We previously showed that miR-100 and miR-125b, embedded within the third intron of the ncRNA host gene MIR100HG, confer resistance to cetuximab, an anti-epidermal growth factor receptor (EGFR) monoclonal antibody, in colorectal cancer (CRC). However, whether the MIR100HG transcript itself has a role in cetuximab resistance or EMT is unknown. METHODS The correlation between MIR100HG and EMT was analyzed by curating public CRC data repositories. The biological roles of MIR100HG in EMT, metastasis and cetuximab resistance in CRC were determined both in vitro and in vivo. The expression patterns of MIR100HG, hnRNPA2B1 and TCF7L2 in CRC specimens from patients who progressed on cetuximab and patients with metastatic disease were analyzed by RNAscope and immunohistochemical staining. RESULTS The expression of MIR100HG was strongly correlated with EMT markers and acted as a positive regulator of EMT. MIR100HG sustained cetuximab resistance and facilitated invasion and metastasis in CRC cells both in vitro and in vivo. hnRNPA2B1 was identified as a binding partner of MIR100HG. Mechanistically, MIR100HG maintained mRNA stability of TCF7L2, a major transcriptional coactivator of the Wnt/β-catenin signaling, by interacting with hnRNPA2B1. hnRNPA2B1 recognized the N6-methyladenosine (m6A) site of TCF7L2 mRNA in the presence of MIR100HG. TCF7L2, in turn, activated MIR100HG transcription, forming a feed forward regulatory loop. The MIR100HG/hnRNPA2B1/TCF7L2 axis was augmented in specimens from CRC patients who either developed local or distant metastasis or had disease progression that was associated with cetuximab resistance. CONCLUSIONS MIR100HG and hnRNPA2B1 interact to control the transcriptional activity of Wnt signaling in CRC via regulation of TCF7L2 mRNA stability. Our findings identified MIR100HG as a potent EMT inducer in CRC that may contribute to cetuximab resistance and metastasis by activation of a MIR100HG/hnRNPA2B1/TCF7L2 feedback loop.
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Affiliation(s)
- Hao Liu
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 127 West Changle Rd, Xi'an, 710032, Shaanxi, China
| | - Danxiu Li
- Department of Gastroenterology, Tangdu Hospital, Fourth Military Medical University, Xi'an, 710038, Shaanxi, China
| | - Lina Sun
- The Affiliated Children's Hospital of Xi'an Jiaotong University, Xi'an, 710003, China
| | - Hongqiang Qin
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, 116023, Liaoning, China
| | - Ahui Fan
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 127 West Changle Rd, Xi'an, 710032, Shaanxi, China
| | - Lingnan Meng
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 127 West Changle Rd, Xi'an, 710032, Shaanxi, China
| | - Ramona Graves-Deal
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, 2213 Garland Ave, Nashville, TN, 37232, USA
| | - Sarah E Glass
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, 2213 Garland Ave, Nashville, TN, 37232, USA
| | - Jeffrey L Franklin
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, 2213 Garland Ave, Nashville, TN, 37232, USA
| | - Qi Liu
- Department of Biomedical Informatics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Jing Wang
- Department of Biomedical Informatics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - Timothy J Yeatman
- Departments of Surgery and Molecular Medicine, TGH Cancer Institute and University of South Florida, Tampa, FL, 33620, USA
| | - Hao Guo
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd., Nanjing, 210042, Jiangsu, China
| | - Hong Zong
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Shuilin Jin
- The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, Henan, China
| | - Zhiyu Chen
- Department of Medical Oncology, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
| | - Ting Deng
- Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, China
| | - Ying Fang
- The Affiliated Children's Hospital of Xi'an Jiaotong University, Xi'an, 710003, China
| | - Cunxi Li
- Jiaen Genetics Laboratory, Beijing Jiaen Hospital, Beijing, 100191, China
| | - John Karijolich
- Department of Biochemistry, Vanderbilt University Medical Center, Nashville, TN, 37232, USA
| | - James G Patton
- Department of Biological Sciences, Vanderbilt University School of Medicine, Nashville, TN, 37232, USA
| | - Xin Wang
- Department of Gastroenterology, Tangdu Hospital, Fourth Military Medical University, Xi'an, 710038, Shaanxi, China
| | - Yongzhan Nie
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 127 West Changle Rd, Xi'an, 710032, Shaanxi, China
| | - Daiming Fan
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 127 West Changle Rd, Xi'an, 710032, Shaanxi, China.
| | - Robert J Coffey
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, 2213 Garland Ave, Nashville, TN, 37232, USA.
| | - Xiaodi Zhao
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 127 West Changle Rd, Xi'an, 710032, Shaanxi, China.
| | - Yuanyuan Lu
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, 127 West Changle Rd, Xi'an, 710032, Shaanxi, China.
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Abner JJ, Franklin JL, Clement MA, Hinger SA, Allen RM, Liu X, Kellner S, Wu J, Karijolich J, Liu Q, Vickers KC, Dedon P, Weaver AM, Coffey RJ, Patton JG. Depletion of METTL3 alters cellular and extracellular levels of miRNAs containing m 6A consensus sequences. Heliyon 2021; 7:e08519. [PMID: 34934837 PMCID: PMC8654799 DOI: 10.1016/j.heliyon.2021.e08519] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 11/02/2021] [Accepted: 11/29/2021] [Indexed: 12/21/2022] Open
Abstract
Extracellular vesicles (EVs) are capable of transferring cargo from donor to recipient cells, but precisely how cargo content is regulated for export is mostly unknown. For miRNA cargo, we previously showed that when compared to isogenic colorectal cancer (CRC) cells expressing wild-type KRAS, a distinct subset of miRNAs are differentially enriched in EVs from KRAS mutant active CRC cells, with miR-100 being one of the most enriched. The mechanisms that could explain how miR-100 and other miRNAs are differentially exported into EVs have not been fully elucidated. Here, we tested the effect of N6-methyladenosine (m6A) modification on miRNA export into EVs by depletion of METTL3 and ALKBH5, a writer and eraser of m6A modification, respectively. While the effects of ALKBH5 knockdown were quite modest, decreased levels of METTL3 led to reduced cellular and extracellular levels of a subset of miRNAs that contain consensus sequences for m6A modification. Functional testing of EVs prepared from cells expressing shRNAs against METTL3 showed that they were less capable of conferring colony growth in 3D to wild-type KRAS cells and were also largely incapable of conferring the spread of cetuximab resistance. Our data support a role for METTL3 modification on cellular miRNA levels and export of specific miRNAs.
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Affiliation(s)
- Jessica J. Abner
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA
| | - Jeffrey L. Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Margaret A. Clement
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA
| | - Scott A. Hinger
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA
| | - Ryan M. Allen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Xiao Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Stefanie Kellner
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - Junzhou Wu
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - John Karijolich
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Qi Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Kasey C. Vickers
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Peter Dedon
- Singapore-MIT Alliance for Research and Technology, Singapore
| | - Alissa M. Weaver
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Robert J. Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - James G. Patton
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, 37235, USA
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14
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Niitsu H, Lu Y, Huh WJ, Love AM, Franklin JL, Coffey RJ. Cell-Autonomous Role of EGFR in Spontaneous Duodenal Tumors in LRIG1 Null Mice. Cell Mol Gastroenterol Hepatol 2021; 12:1159-1162.e4. [PMID: 33989815 PMCID: PMC8413138 DOI: 10.1016/j.jcmgh.2021.05.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 05/04/2021] [Accepted: 05/04/2021] [Indexed: 12/10/2022]
Affiliation(s)
- H Niitsu
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Y Lu
- Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - W J Huh
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - A M Love
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - J L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee
| | - R J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee.
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15
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Zhang Q, Jeppesen DK, Higginbotham JN, Franklin JL, Crowe JE, Coffey RJ. Angiotensin-converting Enzyme 2-containing Small Extracellular Vesicles and Exomeres Bind the Severe Acute Respiratory Syndrome Coronavirus 2 Spike Protein. Gastroenterology 2021; 160:958-961.e3. [PMID: 33022277 PMCID: PMC7832655 DOI: 10.1053/j.gastro.2020.09.042] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 09/28/2020] [Accepted: 09/30/2020] [Indexed: 01/19/2023]
Key Words
- ace2, angiotensin-converting enzyme 2
- cov, coronavirus
- covid-19, coronavirus disease 2019
- dpp4, dipeptidyl peptidase 4
- mers, middle east respiratory syndrome
- rbd, receptor-binding domain
- sars, severe acute respiratory syndrome
- sev, small extracellular vesicle
- tace, tnf-α converting enzyme
- tmprss, transmembrane serine protease
- tnf-α, tumor necrosis factor-α
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Affiliation(s)
- Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Dennis K Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - James N Higginbotham
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - James E Crowe
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee; Vanderbilt Vaccine Center, Vanderbilt University Medical Center, Nashville, Tennessee; Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
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16
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Kondo J, Huh WJ, Franklin JL, Heinrich MC, Rubin BP, Coffey RJ. A smooth muscle-derived, Braf-driven mouse model of gastrointestinal stromal tumor (GIST): evidence for an alternative GIST cell-of-origin. J Pathol 2020; 252:441-450. [PMID: 32944951 PMCID: PMC7802691 DOI: 10.1002/path.5552] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 08/27/2020] [Accepted: 09/14/2020] [Indexed: 12/21/2022]
Abstract
Gastrointestinal stromal tumors (GISTs) are the most common mesenchymal tumor of the gut. GISTs are thought to arise solely from interstitial cells of Cajal (ICC), a KIT-positive population that controls gut motility. Activating gain-of-function mutations in KIT and PDGFRA are the most frequent driver events, and most of these tumors are responsive to the tyrosine kinase inhibitor imatinib. Less common drivers include mutant BRAFV600E and these tumors are resistant to imatinib. A mouse model of GIST was recently reported using Etv1, the master transcriptional regulator of ICC-intramuscular (IM) and ICC-myenteric (MY), to induce mutant Braf expression. ICC hyperplasia was observed in Etv1CreERT2 ;BrafLSL-V600E/+ mice but loss of Trp53 was required for development of GIST. We identified previously expression of the pan-ErbB negative regulator, LRIG1, in two distinct subclasses of ICC [ICC-deep muscular plexus (DMP) in small intestine and ICC-submucosal plexus (SMP) in colon] and that LRIG1 regulated their development from smooth muscle cell progenitors. Using Lrig1CreERT2 to induce BrafV600E , we observed ICC hyperplasia beyond the confines of ICC-DMP and ICC-SMP expression, suggesting smooth muscle cells as the cell-of-origin. To examine this possibility, we selectively activated BrafV600E in smooth muscle cells. Myh11CreERT2 ;BrafLSL-V600E/+ mice developed not only ICC hyperplasia but also GIST and in the absence of Trp53 disruption. In addition to providing a simpler model for mutant Braf GIST, these results provide conclusive evidence for smooth muscle cells as an alternative cell-of-origin for GIST. © 2020 The Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
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Affiliation(s)
- Jumpei Kondo
- Department of Medicine, Vanderbilt University Medical Center, TN, USA
- Epithelial Biology Center, Vanderbilt University Medical Center, TN, USA
- Department of Clinical Bio-resource Research and Development, Graduate School of Medicine Kyoto University, Kyoto, Japan
| | - Won Jae Huh
- Epithelial Biology Center, Vanderbilt University Medical Center, TN, USA
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, TN, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, TN, USA
- Epithelial Biology Center, Vanderbilt University Medical Center, TN, USA
| | - Michael C Heinrich
- Hematology/Medical Oncology, Portland VA Health Care System and OHSU Knight Cancer Institute, OR, USA
| | - Brian P Rubin
- Robert J Tomsich Pathology and Laboratory Medicine Institute, Cleveland Clinic Foundation, OH, USA
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, TN, USA
- Epithelial Biology Center, Vanderbilt University Medical Center, TN, USA
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17
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Hinger SA, Abner JJ, Franklin JL, Jeppesen DK, Coffey RJ, Patton JG. Rab13 regulates sEV secretion in mutant KRAS colorectal cancer cells. Sci Rep 2020; 10:15804. [PMID: 32978434 PMCID: PMC7519665 DOI: 10.1038/s41598-020-72503-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 08/26/2020] [Indexed: 12/17/2022] Open
Abstract
Small extracellular vesicles (sEVs), 50–150 nm in diameter, have been proposed to mediate cell–cell communication with important implications in tumor microenvironment interactions, tumor growth, and metastasis. We previously showed that mutant KRAS colorectal cancer (CRC) cells release sEVs containing Rab13 protein and mRNA. Previous work had shown that disruption of intracellular Rab13 trafficking inhibits epithelial cell proliferation and invasiveness. Here, we show that Rab13 additionally regulates the secretion of sEVs corresponding to both traditional exosomes and a novel subset of vesicles containing both β1-integrin and Rab13. We find that exposure of recipient cells to sEVs from KRAS mutant donor cells increases proliferation and tumorigenesis and that knockdown of Rab13 blocks these effects. Thus, Rab13 serves as both a cargo protein and as a regulator of sEV secretion. Our data support a model whereby Rab13 can mediate its effects on cell proliferation and invasiveness via autocrine and paracrine signaling.
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Affiliation(s)
- Scott A Hinger
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37235, USA.,Department of Physiology and Cell Biology, College of Medicine, The Ohio State University, Columbus, OH, 43210, USA
| | - Jessica J Abner
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Jeffrey L Franklin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Dennis K Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37235, USA
| | - Robert J Coffey
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, 37235, USA.,Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, 37235, USA.,Veterans Affairs Medical Center, Nashville, TN, 37235, USA.,Vanderbilt University, Nashville, TN, 37235, USA
| | - James G Patton
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, TN, 37235, USA.
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18
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Coffey RJ, Niitsu H, Lu Y, Huh WJ, Franklin JL. Abstract 1624: Lrig1 is an Egfr-dependent tumor suppressor in mouse duodenal and colonic neoplasia. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Leucine-rich repeats and immunoglobulin-like domain 1 (Lrig1) is a pan-ErbB negative regulator. Lrig1 null mice develop spontaneous duodenal adenomas by 3-4 months of age but they exhibit no overt colonic pathology (AE Powell Cell 149:146-158, 2012). To examine a possible tumor suppressor role for Lrig1 in colonic neoplasia, we utilized Lrig1CreERT2 and Lrig1Apple mice in which a tamoxifen-inducible Cre recombinase or an Apple fluorescent reporter were inserted into the translational start site of endogenous Lrig1, thus creating Lrig1 null mice. Colonic tumors were generated by administration of AOM/DSS to Lrig1CreERT2/CreERT2 mice and by administration of tamoxifen (TAM) to Lrig1CreERT2/Apple;Apcflox/+ mice to induce loss of one Apc allele. Compared to littermate control mice, there was a significant increase in colonic tumor number in both Lrig1 null cohorts (p=0.016 and p=0.007, respectively).
We previously reported Egfr was the most upregulated ErbB family member in Lrig1 null duodenal tumors (Y Wang Am J Path 185:1123-1134, 2015). To directly implicate Egfr in both Lrig1 null duodenal and colonic tumors, we administered TAM at 6 weeks of age to Lrig1CreERT2/CreERT2;Egfrflox/flox mice. At 6 months of age, all oil-injected mice developed tumors, whereas tumors were not detected in 8/21 (38.1%) of TAM-injected mice; the tumor volume in TAM-injected mice was reduced to 7.78 mm3 (73.5%) compared to (10.58 mm3) in the oil-injected group as measured by MRI scanning (p<0.05). In the AOM/DSS colonic tumor model, administration of TAM at 6 weeks of age to Lrig1CreERT2/CreERT2;Egfrflox/flox mice resulted in a significant decrease in tumor number (p=0.021) but not size compared to oil-injected mice. These results indicate that Lrig1 is an Egfr-dependent tumor suppressor in both mouse duodenal and colonic neoplasia.
Citation Format: Robert J. Coffey, Hiro Niitsu, Yuanyuan Lu, Won Jae Huh, Jeffrey L. Franklin. Lrig1 is an Egfr-dependent tumor suppressor in mouse duodenal and colonic neoplasia [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1624.
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Affiliation(s)
| | - Hiro Niitsu
- 1Vanderbilt University Medical Center, Nashville, TN
| | - Yuanyuan Lu
- 2Fourth Military Medical University, Xi'an, China
| | - Won Jae Huh
- 1Vanderbilt University Medical Center, Nashville, TN
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19
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Du F, Cao T, Xie H, Li T, Sun L, Liu H, Guo H, Wang X, Liu Q, Kim T, Franklin JL, Graves-Deal R, Han W, Tian Z, Ge M, Nie Y, Fan D, Coffey RJ, Lu Y, Zhao X. KRAS Mutation-Responsive miR-139-5p inhibits Colorectal Cancer Progression and is repressed by Wnt Signaling. Theranostics 2020; 10:7335-7350. [PMID: 32641995 PMCID: PMC7330859 DOI: 10.7150/thno.45971] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Accepted: 05/16/2020] [Indexed: 12/31/2022] Open
Abstract
Introduction: Colorectal cancer (CRC) frequently harbors KRAS mutations that result in chemoresistance and metastasis. MicroRNAs (miRNAs) are usually dysregulated and play important regulatory roles in tumor progression. However, the KRAS mutation-responsive miRNA profile in CRC remains uninvestigated. Methods: miR-139-5p was identified and evaluated by small RNA sequencing, qRT-PCR and in situ hybridization. The roles of miR-139-5p in CRC cells with and without KRAS mutation were determined by Cell Counting Kit-8 (CCK-8), colony formation, flow cytometry and transwell assays in vitro and by tumorigenesis and metastasis assays in vivo. Microarrays followed by bioinformatic analyses, luciferase reporter assays and Western blotting were applied for mechanistic studies. Results: miR-139-5p was significantly downregulated in KRAS-mutated CRC cells and tissues compared with their wild-type counterparts. Low miR-139-5p expression was associated with aggressive phenotypes and poor prognosis in CRC patients. miR-139-5p overexpression inhibited CRC cell proliferation, migration and invasion in vitro, sensitized tumors to chemotherapy, and impaired tumor growth and metastasis in vivo. Transcriptomic profiling identified multiple modulators in the Ras (JUN and FOS) and Wnt (CTNNB1 and DVL1) signaling pathways and the epithelial-to-mesenchymal transition (EMT) process (ZEB1) as direct targets of miR-139-5p, and inverse correlations were confirmed in CRC clinical tissues. Aberrantly activated Wnt signaling in KRAS-mutant cells was demonstrated to transcriptionally repress miR-139-5p through TCF4, forming a miR-139-5p/Wnt signaling double-negative feedback loop. Conclusions: We identified miR-139-5p as a KRAS-responsive miRNA and demonstrated its involvement in CRC progression. KRAS mutation disrupted the miR-139-5p/Wnt signaling reciprocal negative feedback mechanism, which might cause miR-139-5p downregulation and derepression of oncogenic signaling pathways and EMT. These results reveal a transcriptional regulatory mode of KRAS-driven malignant transformation and highlight miR-139-5p as a novel regulator of crosstalk between the Ras and Wnt signaling pathways in CRC.
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Affiliation(s)
- Feng Du
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
- Department of Internal Medicine, The Hospital of the People's Liberation Army 63650 Corps, Malan, Xinjiang Uygur Autonomous Region 841700, China
| | - Tianyu Cao
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Huahong Xie
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Ting Li
- Department of Cardiovascular Medicine, First Affiliated Hospital of Medical School, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, China
| | - Lina Sun
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Hao Liu
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Hao Guo
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Xin Wang
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Qi Liu
- Department of Biomedical Informatics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA
| | - Taewan Kim
- International Cancer Center, Shenzhen University Health Science Center, Shenzhen, Guangdong 518060, China
- Comprehensive Cancer Center, The Ohio State University, Columbus, Ohio 43210, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA
| | - Ramona Graves-Deal
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA
| | - Weili Han
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Zuhong Tian
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Minghui Ge
- State Key Laboratory of Translational Medicine and Innovative Drug Development, Jiangsu Simcere Diagnostics Co., Ltd., Nanjing, Jiangsu 210042, China
| | - Yongzhan Nie
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Daiming Fan
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, USA
| | - Yuanyuan Lu
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
| | - Xiaodi Zhao
- State Key Laboratory of Cancer Biology and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, Shaanxi 710032, China
- National Institute of Biological Sciences, Beijing 102206, China
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20
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Abstract
Abstract
The heterogeneity of small extracellular vesicles and the presence of non-vesicular extracellular matter is a major obstacle to the study of exosomes. Here we employ two complementary methods, high-resolution density gradient fractionation and direct immunoaffinity capture, to demonstrate separation of small extracellular vesicles from non-vesicular material, and exosomes from other types of small extracellular vesicles. Cells secrete Argonaute 1-4 independently of exosomes. Extracellular RNA and RNA-binding proteins are differentially expressed between exosome and non-vesicle compartments. Exosomes do not possess a cytoskeleton and exclude glycolytic enzymes. Annexin A1 is a novel and specific membrane-associated protein marker of microvesicles shed directly from the cell plasma membrane, distinct from exosomes in vitro and in vivo. Small extracellular vesicles are not vehicles of active DNA release. Instead we propose a new model for active secretion of extracellular DNA through an autophagy- and multivesicular endosome-dependent but exosome-independent mechanism. A reassessment of exosome composition is necessary.
Citation Format: Dennis K. Jeppesen, Jeffrey L. Franklin, James N. Higginbotham, Qin Zhang, Robert J. Coffey. Reassessment of exosome composition [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1985.
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Affiliation(s)
| | | | | | - Qin Zhang
- Vanderbilt University Medical Center, Nashville, TN
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21
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Cao Z, Singh B, Li C, Markham NO, Carrington LJ, Franklin JL, Graves‐Deal R, Kennedy EJ, Goldenring JR, Coffey RJ. Protein kinase A-mediated phosphorylation of naked cuticle homolog 2 stimulates cell-surface delivery of transforming growth factor-α for epidermal growth factor receptor transactivation. Traffic 2019; 20:357-368. [PMID: 30941853 PMCID: PMC6618044 DOI: 10.1111/tra.12642] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 03/22/2019] [Accepted: 03/25/2019] [Indexed: 12/20/2022]
Abstract
The classic mode of G protein-coupled receptor (GPCR)-mediated transactivation of the receptor tyrosine kinase epidermal growth factor receptor (EGFR) transactivation occurs via matrix metalloprotease (MMP)-mediated cleavage of plasma membrane-anchored EGFR ligands. Herein, we show that the Gαs-activating GPCR ligands vasoactive intestinal peptide (VIP) and prostaglandin E2 (PGE2 ) transactivate EGFR through increased cell-surface delivery of the EGFR ligand transforming growth factor-α (TGFα) in polarizing madin-darby canine kidney (MDCK) and Caco-2 cells. This is achieved by PKA-mediated phosphorylation of naked cuticle homolog 2 (NKD2), previously shown to bind TGFα and direct delivery of TGFα-containing vesicles to the basolateral surface of polarized epithelial cells. VIP and PGE2 rapidly activate protein kinase A (PKA) that then phosphorylates NKD2 at Ser-223, a process that is facilitated by the molecular scaffold A-kinase anchoring protein 12 (AKAP12). This phosphorylation stabilized NKD2, ensuring efficient cell-surface delivery of TGFα and increased EGFR activation. Thus, GPCR-triggered, PKA/AKAP12/NKD2-regulated targeting of TGFα to the cell surface represents a new mode of EGFR transactivation that occurs proximal to ligand cleavage by MMPs.
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Affiliation(s)
- Zheng Cao
- Department of MedicineVanderbilt University Medical CenterNashvilleTennessee
- Epithelial Biology CenterVanderbilt University School of MedicineNashvilleTennessee
| | - Bhuminder Singh
- Department of MedicineVanderbilt University Medical CenterNashvilleTennessee
- Epithelial Biology CenterVanderbilt University School of MedicineNashvilleTennessee
- Department of Cell and Developmental BiologyVanderbilt UniversityNashvilleTennessee
| | - Cunxi Li
- Jiaen Genetics LaboratoryBeijing Jiaen HospitalBeijingChina
- Genetics CenterShenzhen IVF Gynecology HospitalShenzhenChina
| | - Nicholas O. Markham
- Department of MedicineVanderbilt University Medical CenterNashvilleTennessee
- Epithelial Biology CenterVanderbilt University School of MedicineNashvilleTennessee
| | | | - Jeffrey L. Franklin
- Department of MedicineVanderbilt University Medical CenterNashvilleTennessee
- Epithelial Biology CenterVanderbilt University School of MedicineNashvilleTennessee
- Department of Cell and Developmental BiologyVanderbilt UniversityNashvilleTennessee
- Department of MedicineVeterans Affairs Medical CenterNashvilleTennessee
| | - Ramona Graves‐Deal
- Department of MedicineVanderbilt University Medical CenterNashvilleTennessee
- Epithelial Biology CenterVanderbilt University School of MedicineNashvilleTennessee
| | - Eileen J. Kennedy
- Department of Pharmaceutical and Biomedical Sciences, College of PharmacyUniversity of GeorgiaAthensGeorgia
| | - James R. Goldenring
- Epithelial Biology CenterVanderbilt University School of MedicineNashvilleTennessee
- Department of Cell and Developmental BiologyVanderbilt UniversityNashvilleTennessee
- Department of MedicineVeterans Affairs Medical CenterNashvilleTennessee
- Department of SurgeryVanderbilt University School of MedicineNashvilleTennessee
| | - Robert J. Coffey
- Department of MedicineVanderbilt University Medical CenterNashvilleTennessee
- Epithelial Biology CenterVanderbilt University School of MedicineNashvilleTennessee
- Department of Cell and Developmental BiologyVanderbilt UniversityNashvilleTennessee
- Department of MedicineVeterans Affairs Medical CenterNashvilleTennessee
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22
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Zhang Q, Higginbotham JN, Jeppesen DK, Yang YP, Li W, McKinley ET, Graves-Deal R, Ping J, Britain CM, Dorsett KA, Hartman CL, Ford DA, Allen RM, Vickers KC, Liu Q, Franklin JL, Bellis SL, Coffey RJ. Transfer of Functional Cargo in Exomeres. Cell Rep 2019; 27:940-954.e6. [PMID: 30956133 PMCID: PMC6559347 DOI: 10.1016/j.celrep.2019.01.009] [Citation(s) in RCA: 225] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 11/02/2018] [Accepted: 01/02/2019] [Indexed: 01/01/2023] Open
Abstract
Exomeres are a recently discovered type of extracellular nanoparticle with no known biological function. Herein, we describe a simple ultracentrifugation-based method for separation of exomeres from exosomes. Exomeres are enriched in Argonaute 1-3 and amyloid precursor protein. We identify distinct functions of exomeres mediated by two of their cargo, the β-galactoside α2,6-sialyltransferase 1 (ST6Gal-I) that α2,6- sialylates N-glycans, and the EGFR ligand, amphiregulin (AREG). Functional ST6Gal-I in exomeres can be transferred to cells, resulting in hypersialylation of recipient cell-surface proteins including β1-integrin. AREG-containing exomeres elicit prolonged EGFR and downstream signaling in recipient cells, modulate EGFR trafficking in normal intestinal organoids, and dramatically enhance the growth of colonic tumor organoids. This study provides a simplified method of exomere isolation and demonstrates that exomeres contain and can transfer functional cargo. These findings underscore the heterogeneity of nanoparticles and should accelerate advances in determining the composition and biological functions of exomeres.
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Affiliation(s)
- Qin Zhang
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - James N Higginbotham
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Dennis K Jeppesen
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Yu-Ping Yang
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Wei Li
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Eliot T McKinley
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Ramona Graves-Deal
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jie Ping
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Colleen M Britain
- Cell, Developmental and Integrative Biology (CDIB), School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233, USA
| | - Kaitlyn A Dorsett
- Cell, Developmental and Integrative Biology (CDIB), School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233, USA
| | - Celine L Hartman
- Edward A. Doisy Department of Biochemistry and Molecular Biology and Center for Cardiovascular Research, Saint Louis University School of Medicine, St. Louis, MO 63104, USA
| | - David A Ford
- Edward A. Doisy Department of Biochemistry and Molecular Biology and Center for Cardiovascular Research, Saint Louis University School of Medicine, St. Louis, MO 63104, USA
| | - Ryan M Allen
- Department of Cardiology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Kasey C Vickers
- Department of Cardiology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Qi Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeffrey L Franklin
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37235, USA; Department of Veterans Affairs Medical Center, Nashville, Vanderbilt University, TN 37212, USA
| | - Susan L Bellis
- Cell, Developmental and Integrative Biology (CDIB), School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35233, USA.
| | - Robert J Coffey
- Department of Medicine/Gastroenterology and Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37235, USA; Department of Veterans Affairs Medical Center, Nashville, Vanderbilt University, TN 37212, USA.
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23
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Jeppesen DK, Fenix AM, Franklin JL, Higginbotham JN, Zhang Q, Zimmerman LJ, Liebler DC, Ping J, Liu Q, Evans R, Fissell WH, Patton JG, Rome LH, Burnette DT, Coffey RJ. Reassessment of Exosome Composition. Cell 2019; 177:428-445.e18. [PMID: 30951670 PMCID: PMC6664447 DOI: 10.1016/j.cell.2019.02.029] [Citation(s) in RCA: 1561] [Impact Index Per Article: 312.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Revised: 10/08/2018] [Accepted: 02/15/2019] [Indexed: 12/13/2022]
Abstract
The heterogeneity of small extracellular vesicles and presence of non-vesicular extracellular matter have led to debate about contents and functional properties of exosomes. Here, we employ high-resolution density gradient fractionation and direct immunoaffinity capture to precisely characterize the RNA, DNA, and protein constituents of exosomes and other non-vesicle material. Extracellular RNA, RNA-binding proteins, and other cellular proteins are differentially expressed in exosomes and non-vesicle compartments. Argonaute 1-4, glycolytic enzymes, and cytoskeletal proteins were not detected in exosomes. We identify annexin A1 as a specific marker for microvesicles that are shed directly from the plasma membrane. We further show that small extracellular vesicles are not vehicles of active DNA release. Instead, we propose a new model for active secretion of extracellular DNA through an autophagy- and multivesicular-endosome-dependent but exosome-independent mechanism. This study demonstrates the need for a reassessment of exosome composition and offers a framework for a clearer understanding of extracellular vesicle heterogeneity.
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Affiliation(s)
- Dennis K Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Aidan M Fenix
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Veterans Affairs Medical Center, Nashville, TN 37232, USA
| | - James N Higginbotham
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Lisa J Zimmerman
- Jim Ayers Institute for Precancer Detection and Diagnosis, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Daniel C Liebler
- Jim Ayers Institute for Precancer Detection and Diagnosis, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jie Ping
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Qi Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Rachel Evans
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - William H Fissell
- Division of Nephrology and Hypertension, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - James G Patton
- Department of Biological Sciences, Vanderbilt University, Nashville, TN 37235, USA
| | - Leonard H Rome
- Department of Biological Chemistry, David Geffen School of Medicine and the California NanoSystems Institute, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Dylan T Burnette
- Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Veterans Affairs Medical Center, Nashville, TN 37232, USA.
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24
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Jimenez L, Yu H, McKenzie AJ, Franklin JL, Patton JG, Liu Q, Weaver AM. Quantitative Proteomic Analysis of Small and Large Extracellular Vesicles (EVs) Reveals Enrichment of Adhesion Proteins in Small EVs. J Proteome Res 2019; 18:947-959. [PMID: 30608700 DOI: 10.1021/acs.jproteome.8b00647] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Extracellular vesicles (EVs) are important mediators of cell-cell communication due to their cargo content of proteins, lipids, and RNAs. We previously reported that small EVs (SEVs) called exosomes promote directed and random cell motility, invasion, and serum-independent growth. In contrast, larger EVs (LEVs) were not active in those assays, but might have unique functional properties. In order to identify protein cargos that may contribute to different functions of SEVs and LEVs, we used isobaric tags for relative and absolute quantitation (iTRAQ)-liquid chromatography (LC) tandem mass spectrometry (MS) on EVs isolated from a colon cancer cell line. Bioinformatics analyses revealed that SEVs are enriched in proteins associated with cell-cell junctions, cell-matrix adhesion, exosome biogenesis machinery, and various signaling pathways. In contrast, LEVs are enriched in proteins associated with ribosome and RNA biogenesis, processing, and metabolism. Western blot analysis of EVs purified from two different cancer cell types confirmed the enrichment of cell-matrix and cell-cell adhesion proteins in SEVs. Consistent with those data, we found that cells exhibit enhanced adhesion to surfaces coated with SEVs compared to an equal protein concentration of LEVs. These data suggest that a major function of SEVs is to promote cellular adhesion.
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Affiliation(s)
- Lizandra Jimenez
- Department of Cell and Developmental Biology , Vanderbilt University School of Medicine , Nashville , Tennessee 37232 , United States
| | - Hui Yu
- Department of Internal Medicine , University of New Mexico , Albuquerque , New Mexico 87131 , United States
| | - Andrew J McKenzie
- Sarah Cannon Research Institute , Nashville , Tennessee 37203 , United States
| | - Jeffrey L Franklin
- Department of Cell and Developmental Biology , Vanderbilt University School of Medicine , Nashville , Tennessee 37232 , United States.,Department of Medicine , Vanderbilt University Medical Center , Nashville , Tennessee 37212 , United States
| | - James G Patton
- Department of Biological Sciences , Vanderbilt University School of Medicine , Nashville , Tennessee 37212 , United States
| | - Qi Liu
- Department of Biostatistics , Vanderbilt University Medical Center , Nashville , Tennessee 37232 , United States
| | - Alissa M Weaver
- Department of Cell and Developmental Biology , Vanderbilt University School of Medicine , Nashville , Tennessee 37232 , United States.,Department of Pathology, Microbiology and Immunology , Vanderbilt University Medical Center , Nashville , Tennessee 37212 , United States
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25
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Hinger SA, Cha DJ, Franklin JL, Higginbotham JN, Dou Y, Ping J, Shu L, Prasad N, Levy S, Zhang B, Liu Q, Weaver AM, Coffey RJ, Patton JG. Diverse Long RNAs Are Differentially Sorted into Extracellular Vesicles Secreted by Colorectal Cancer Cells. Cell Rep 2018; 25:715-725.e4. [PMID: 30332650 PMCID: PMC6248336 DOI: 10.1016/j.celrep.2018.09.054] [Citation(s) in RCA: 93] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Revised: 05/04/2018] [Accepted: 09/14/2018] [Indexed: 01/29/2023] Open
Abstract
The regulation and functional roles of secreted coding and long noncoding RNAs (lncRNAs; >200 nt) are largely unknown. We previously showed that mutant KRAS colorectal cancer (CRC) cells release extracellular vesicles (EVs) containing distinct proteomes, microRNAs (miRNAs), and circular RNAs. Here, we comprehensively identify diverse classes of CRC extracellular long RNAs secreted in EVs and demonstrate differential export of specific RNAs. Distinct noncoding RNAs, including antisense transcripts and transcripts derived from pseudogenes, are enriched in EVs compared to cellular profiles. We detected strong enrichment of Rab13 in mutant KRAS EVs and demonstrate functional delivery of Rab13 mRNA to recipient cells. To assay functional transfer of lncRNAs, we implemented a CRISPR/Cas9-based RNA-tracking system to monitor delivery to recipient cells. We show that gRNAs containing export signals from secreted RNAs can be transferred from donor to recipient cells. Our data support the existence of cellular mechanisms to selectively export diverse classes of RNA.
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Affiliation(s)
- Scott A Hinger
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Diana J Cha
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Jeffrey L Franklin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37235, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37235, USA; Veterans Affairs Medical Center, Nashville, TN 37235, USA
| | - James N Higginbotham
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37235, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37235, USA; Veterans Affairs Medical Center, Nashville, TN 37235, USA
| | - Yongchao Dou
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Jie Ping
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Lihua Shu
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | | | | | - Bing Zhang
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Qi Liu
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Alissa M Weaver
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Robert J Coffey
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37235, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37235, USA; Veterans Affairs Medical Center, Nashville, TN 37235, USA
| | - James G Patton
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA.
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26
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Yang YP, Ma H, Starchenko A, Huh WJ, Li W, Hickman FE, Zhang Q, Franklin JL, Mortlock DP, Fuhrmann S, Carter BD, Ihrie RA, Coffey RJ. A Chimeric Egfr Protein Reporter Mouse Reveals Egfr Localization and Trafficking In Vivo. Cell Rep 2018; 19:1257-1267. [PMID: 28494873 DOI: 10.1016/j.celrep.2017.04.048] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 03/31/2017] [Accepted: 04/17/2017] [Indexed: 01/06/2023] Open
Abstract
EGF receptor (EGFR) is a critical signaling node throughout life. However, it has not been possible to directly visualize endogenous Egfr in mice. Using CRISPR/Cas9 genome editing, we appended a fluorescent reporter to the C terminus of the Egfr. Homozygous reporter mice appear normal and EGFR signaling is intact in vitro and in vivo. We detect distinct patterns of Egfr expression in progenitor and differentiated compartments in embryonic and adult mice. Systemic delivery of EGF or amphiregulin results in markedly different patterns of Egfr internalization and trafficking in hepatocytes. In the normal intestine, Egfr localizes to the crypt rather than villus compartment, expression is higher in adjacent epithelium than in intestinal tumors, and following colonic injury expression appears in distinct cell populations in the stroma. This reporter, under control of its endogenous regulatory elements, enables in vivo monitoring of the dynamics of Egfr localization and trafficking in normal and disease states.
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Affiliation(s)
- Yu-Ping Yang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Haiting Ma
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Alina Starchenko
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232, USA
| | - Won Jae Huh
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Wei Li
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - F Edward Hickman
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
| | - Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232, USA; Department of Veterans Affairs Medical Center, Nashville, TN 37232, USA
| | - Douglas P Mortlock
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN 37232, USA
| | - Sabine Fuhrmann
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232, USA; Department of Ophthalmology and Visual Sciences, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Bruce D Carter
- Department of Biochemistry, Vanderbilt University, Nashville, TN 37232, USA
| | - Rebecca A Ihrie
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232, USA; Department of Cancer Biology, Vanderbilt University, Nashville, TN 37232, USA; Department of Neurological Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232, USA; Department of Veterans Affairs Medical Center, Nashville, TN 37232, USA.
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27
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Zhang Q, Jeppesen DK, Higginbotham JN, Demory Beckler M, Poulin EJ, Walsh AJ, Skala MC, McKinley ET, Manning HC, Hight MR, Schulte ML, Watt KR, Ayers GD, Wolf MM, Andrejeva G, Rathmell JC, Franklin JL, Coffey RJ. Mutant KRAS Exosomes Alter the Metabolic State of Recipient Colonic Epithelial Cells. Cell Mol Gastroenterol Hepatol 2018; 5:627-629.e6. [PMID: 29930982 PMCID: PMC6009797 DOI: 10.1016/j.jcmgh.2018.01.013] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 01/12/2018] [Indexed: 01/18/2023]
Key Words
- 18F-FSPG, (S)-4-(3-[18F]-fluoropropyl)-L-glutamic acid
- Apc, adenomatous polyposis coli
- CRC, colorectal cancer
- DLD-1, Daniel L. Dexter derived 1
- FAD, flavin adenine dinucleotide
- GLUT-1, glucose transporter 1
- KO, knockout
- KRAS, Kirsten rat sarcoma viral oncogene homolog
- NADH, Nicotinamide adenine dinucleotide reduced
- WT, wild-type
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Affiliation(s)
- Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Dennis K. Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | | | - Michelle Demory Beckler
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee,Department of Radiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Emily J. Poulin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Alex J. Walsh
- Department of Biomedical Engineering, Vanderbilt University Medical Center, Nashville, Tennessee,Morgridge Institute for Research, University of Wisconsin, Madison, Wisconsin
| | - Melissa C. Skala
- Department of Biomedical Engineering, Vanderbilt University Medical Center, Nashville, Tennessee,Morgridge Institute for Research, University of Wisconsin, Madison, Wisconsin
| | - Eliot T. McKinley
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - H. Charles Manning
- Department of Radiology, Vanderbilt University Medical Center, Nashville, Tennessee,Department of Biomedical Engineering, Vanderbilt University Medical Center, Nashville, Tennessee,Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Matthew R. Hight
- Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, Tennessee,Department of Physics and Astronomy, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Michael L. Schulte
- Department of Radiology, Vanderbilt University Medical Center, Nashville, Tennessee,Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Kimberly R. Watt
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee,Digestive Disease Research Center, Vanderbilt University Medical Center, Nashville, Tennessee
| | - G. Daniel Ayers
- Biostatistics Center, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Melissa M. Wolf
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee,Vanderbilt Center for Immunobiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Gabriela Andrejeva
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee,Vanderbilt Center for Immunobiology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Jeffrey C. Rathmell
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee,Vanderbilt Center for Immunobiology, Vanderbilt University Medical Center, Nashville, Tennessee,Department of Cancer Biology, Vanderbilt University, Nashville, Tennessee
| | - Jeffrey L. Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee,Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, Tennessee,Digestive Disease Research Center, Vanderbilt University Medical Center, Nashville, Tennessee,Department of Veterans Affairs Medical Center, Nashville, Tennessee
| | - Robert J. Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee,Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, Tennessee,Department of Veterans Affairs Medical Center, Nashville, Tennessee,Corresponding author:
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28
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Herring CA, Banerjee A, McKinley ET, Simmons AJ, Ping J, Roland JT, Franklin JL, Liu Q, Gerdes MJ, Coffey RJ, Lau KS. Unsupervised Trajectory Analysis of Single-Cell RNA-Seq and Imaging Data Reveals Alternative Tuft Cell Origins in the Gut. Cell Syst 2017; 6:37-51.e9. [PMID: 29153838 DOI: 10.1016/j.cels.2017.10.012] [Citation(s) in RCA: 119] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 08/17/2017] [Accepted: 10/13/2017] [Indexed: 12/19/2022]
Abstract
Modern single-cell technologies allow multiplexed sampling of cellular states within a tissue. However, computational tools that can infer developmental cell-state transitions reproducibly from such single-cell data are lacking. Here, we introduce p-Creode, an unsupervised algorithm that produces multi-branching graphs from single-cell data, compares graphs with differing topologies, and infers a statistically robust hierarchy of cell-state transitions that define developmental trajectories. We have applied p-Creode to mass cytometry, multiplex immunofluorescence, and single-cell RNA-seq data. As a test case, we validate cell-state-transition trajectories predicted by p-Creode for intestinal tuft cells, a rare, chemosensory cell type. We clarify that tuft cells are specified outside of the Atoh1-dependent secretory lineage in the small intestine. However, p-Creode also predicts, and we confirm, that tuft cells arise from an alternative, Atoh1-driven developmental program in the colon. These studies introduce p-Creode as a reliable method for analyzing large datasets that depict branching transition trajectories.
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Affiliation(s)
- Charles A Herring
- Epithelial Biology Center, Vanderbilt University Medical Center, 2213 Garland Avenue, 10475 MRB IV, Nashville, TN 37232, USA; Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Amrita Banerjee
- Epithelial Biology Center, Vanderbilt University Medical Center, 2213 Garland Avenue, 10475 MRB IV, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Eliot T McKinley
- Epithelial Biology Center, Vanderbilt University Medical Center, 2213 Garland Avenue, 10475 MRB IV, Nashville, TN 37232, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Alan J Simmons
- Epithelial Biology Center, Vanderbilt University Medical Center, 2213 Garland Avenue, 10475 MRB IV, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Jie Ping
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Joseph T Roland
- Epithelial Biology Center, Vanderbilt University Medical Center, 2213 Garland Avenue, 10475 MRB IV, Nashville, TN 37232, USA
| | - Jeffrey L Franklin
- Epithelial Biology Center, Vanderbilt University Medical Center, 2213 Garland Avenue, 10475 MRB IV, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Qi Liu
- Department of Biomedical Informatics, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Michael J Gerdes
- Life Sciences Division, GE Global Research, Niskayuna, NY 12309, USA
| | - Robert J Coffey
- Epithelial Biology Center, Vanderbilt University Medical Center, 2213 Garland Avenue, 10475 MRB IV, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN 37232, USA
| | - Ken S Lau
- Epithelial Biology Center, Vanderbilt University Medical Center, 2213 Garland Avenue, 10475 MRB IV, Nashville, TN 37232, USA; Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Center for Quantitative Sciences, Vanderbilt University School of Medicine, Nashville, TN 37232, USA.
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29
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Lu Y, Zhao X, Liu Q, Li C, Graves-Deal R, Cao Z, Singh B, Franklin JL, Wang J, Hu H, Wei T, Yang M, Yeatman TJ, Lee E, Saito-Diaz K, Hinger S, Patton JG, Chung CH, Emmrich S, Klusmann JH, Fan D, Coffey RJ. lncRNA MIR100HG-derived miR-100 and miR-125b mediate cetuximab resistance via Wnt/β-catenin signaling. Nat Med 2017; 23:1331-1341. [PMID: 29035371 PMCID: PMC5961502 DOI: 10.1038/nm.4424] [Citation(s) in RCA: 297] [Impact Index Per Article: 42.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Accepted: 09/08/2017] [Indexed: 12/11/2022]
Abstract
De novo and acquired resistance, which are largely attributed to genetic alterations, are barriers to effective anti-epidermal-growth-factor-receptor (EGFR) therapy. To generate cetuximab-resistant cells, we exposed cetuximab-sensitive colorectal cancer cells to cetuximab in three-dimensional culture. Using whole-exome sequencing and transcriptional profiling, we found that the long non-coding RNA MIR100HG and two embedded microRNAs, miR-100 and miR-125b, were overexpressed in the absence of known genetic events linked to cetuximab resistance. MIR100HG, miR-100 and miR-125b overexpression was also observed in cetuximab-resistant colorectal cancer and head and neck squamous cell cancer cell lines and in tumors from colorectal cancer patients that progressed on cetuximab. miR-100 and miR-125b coordinately repressed five Wnt/β-catenin negative regulators, resulting in increased Wnt signaling, and Wnt inhibition in cetuximab-resistant cells restored cetuximab responsiveness. Our results describe a double-negative feedback loop between MIR100HG and the transcription factor GATA6, whereby GATA6 represses MIR100HG, but this repression is relieved by miR-125b targeting of GATA6. These findings identify a clinically actionable, epigenetic cause of cetuximab resistance.
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Affiliation(s)
- Yuanyuan Lu
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Xiaodi Zhao
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Qi Liu
- Department of Biomedical Informatics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Cunxi Li
- Jiaen Genetics Laboratory, Beijing Jiaen Hospital, Beijing, China, and Molecular Pathology, Cancer Research Center, Medical College of Xiamen University, Xiamen, China
| | - Ramona Graves-Deal
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Zheng Cao
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Bhuminder Singh
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jing Wang
- Department of Biomedical Informatics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Huaying Hu
- Jiaen Genetics Laboratory, Beijing Jiaen Hospital, Beijing, China, and Molecular Pathology, Cancer Research Center, Medical College of Xiamen University, Xiamen, China
| | - Tianying Wei
- Jiaen Genetics Laboratory, Beijing Jiaen Hospital, Beijing, China, and Molecular Pathology, Cancer Research Center, Medical College of Xiamen University, Xiamen, China
| | - Mingli Yang
- Gibbs Cancer Center & Research Institute, Spartanburg, South Carolina, USA
| | - Timothy J Yeatman
- Gibbs Cancer Center & Research Institute, Spartanburg, South Carolina, USA
| | - Ethan Lee
- Department of Cell and Developmental Biology and Vanderbilt Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Kenyi Saito-Diaz
- Department of Cell and Developmental Biology and Vanderbilt Ingram Cancer Center, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Scott Hinger
- Department of Biological Sciences, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - James G Patton
- Department of Biological Sciences, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | | | - Stephan Emmrich
- Pediatric Hematology and Oncology, Hannover Medical School, Hannover, Germany
| | | | - Daiming Fan
- State Key Laboratory of Cancer Biology, National Clinical Research Center for Digestive Diseases and Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Veterans Affairs Medical Center, Nashville, Tennessee, USA
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30
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McKinley ET, Sui Y, Al-Kofahi Y, Millis BA, Tyska MJ, Roland JT, Santamaria-Pang A, Ohland CL, Jobin C, Franklin JL, Lau KS, Gerdes MJ, Coffey RJ. Optimized multiplex immunofluorescence single-cell analysis reveals tuft cell heterogeneity. JCI Insight 2017; 2:93487. [PMID: 28570279 DOI: 10.1172/jci.insight.93487] [Citation(s) in RCA: 90] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 04/27/2017] [Indexed: 12/17/2022] Open
Abstract
Intestinal tuft cells are a rare, poorly understood cell type recently shown to be a critical mediator of type 2 immune response to helminth infection. Here, we present advances in segmentation algorithms and analytical tools for multiplex immunofluorescence (MxIF), a platform that enables iterative staining of over 60 antibodies on a single tissue section. These refinements have enabled a comprehensive analysis of tuft cell number, distribution, and protein expression profiles as a function of anatomical location and physiological perturbations. Based solely on DCLK1 immunoreactivity, tuft cell numbers were similar throughout the mouse small intestine and colon. However, multiple subsets of tuft cells were uncovered when protein coexpression signatures were examined, including two new intestinal tuft cell markers, Hopx and EGFR phosphotyrosine 1068. Furthermore, we identified dynamic changes in tuft cell number, composition, and protein expression associated with fasting and refeeding and after introduction of microbiota to germ-free mice. These studies provide a foundational framework for future studies of intestinal tuft cell regulation and demonstrate the utility of our improved MxIF computational methods and workflow for understanding cellular heterogeneity in complex tissues in normal and disease states.
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Affiliation(s)
- Eliot T McKinley
- Epithelial Biology Center and.,Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Yunxia Sui
- General Electric Global Research Center, Niskayuna, New York, USA
| | - Yousef Al-Kofahi
- General Electric Global Research Center, Niskayuna, New York, USA
| | - Bryan A Millis
- Department of Cell and Developmental Biology.,Cell Imaging Shared Resource, and
| | - Matthew J Tyska
- Epithelial Biology Center and.,Department of Cell and Developmental Biology
| | - Joseph T Roland
- Epithelial Biology Center and.,Department of Surgery, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | | | | | - Christian Jobin
- Department of Medicine.,Department of Infectious Diseases and Pathology, and.,Department of Anatomy and Cell Physiology, University of Florida, Gainesville, Florida, USA
| | - Jeffrey L Franklin
- Epithelial Biology Center and.,Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Cell and Developmental Biology.,Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, Tennessee, USA
| | - Ken S Lau
- Epithelial Biology Center and.,Department of Cell and Developmental Biology
| | - Michael J Gerdes
- General Electric Global Research Center, Niskayuna, New York, USA
| | - Robert J Coffey
- Epithelial Biology Center and.,Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.,Department of Cell and Developmental Biology.,Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, Tennessee, USA
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31
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Gray DG, Franklin JL, Nicholls MK, Eaton KA, Barrett AW. Compliance of referral and hospital documentation with National Institute of Health and Care Excellence guidelines for the extraction of third molars: a comparative analysis of two NHS Trusts. Br J Oral Maxillofac Surg 2017; 55:575-579. [PMID: 28372881 DOI: 10.1016/j.bjoms.2017.02.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2016] [Accepted: 02/28/2017] [Indexed: 10/19/2022]
Abstract
To find out whether documentation for the extraction of wisdom teeth complies with National Institute of Health and Care Excellence (NICE) guidelines, we reviewed the referral letters and hospital notes of patients treated at the maxillofacial unit of two NHS Trusts (A: 314 records and B: 280) over 12 months (1 September 2012 to 31 August 2013). Compliance was assessed as unsatisfactory ("indication for extraction not mentioned", "incorrect indication", "indication unclear") or satisfactory ("correct indication implied", "correct indication explicit"). The grade of the clinician who examined the patient was also recorded. A total of 194/314 (62%) referral letters in Trust A and 126/280 (45%) in Trust B were unsatisfactory (p<0.001). Hospital notes were unsatisfactory in 168/323 (52%) and 87/297 (29%) of cases, respectively (p<0.001). In Trust A, middle grades saw 23% (75/323) of the patients, as compared with 53% (157/297) in Trust B. In both, junior staff produced the highest percentage of satisfactory documentation, but in Trust A they were also responsible for most of the unsatisfactory examples. However, senior house officers saw 60% (195/323) of the patients in Trust A, and only 28% (83/297) in Trust B. Consultants were responsible for significantly more unsatisfactory documentation (p<0.001). One referral letter (0.2%) and seven hospital records (1%) explicitly and accurately complied with the guidelines. We conclude that compliance of documentation with the current NICE guidelines is poor and inconsistent.
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Affiliation(s)
- D G Gray
- Department of Oral & Maxillofacial Surgery, Royal Sussex County Hospital, Eastern Road, Brighton, BN2 5BE; Health Education England, Kent, Surrey, Sussex Deanery, and University of Kent, Centre for Professional Practice, Compass Centre South, Chatham Maritime, Kent ME4 4YG
| | - J L Franklin
- Maxillofacial Unit, Queen Victoria Hospital, Holtye Road, East Grinstead, RH19 3DZ; Health Education England, Kent, Surrey, Sussex Deanery, and University of Kent, Centre for Professional Practice, Compass Centre South, Chatham Maritime, Kent ME4 4YG
| | - M K Nicholls
- Health Education England, Kent, Surrey, Sussex Deanery, and University of Kent, Centre for Professional Practice, Compass Centre South, Chatham Maritime, Kent ME4 4YG
| | - K A Eaton
- Health Education England, Kent, Surrey, Sussex Deanery, and University of Kent, Centre for Professional Practice, Compass Centre South, Chatham Maritime, Kent ME4 4YG
| | - A W Barrett
- Department of Histopathology, Queen Victoria Hospital, Holtye Road, East Grinstead, RH19 3DZ.
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32
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Simmons AJ, Banerjee A, McKinley ET, Scurrah CR, Herring CA, Gewin LS, Masuzaki R, Karp SJ, Franklin JL, Gerdes MJ, Irish JM, Coffey RJ, Lau KS. Cytometry-based single-cell analysis of intact epithelial signaling reveals MAPK activation divergent from TNF-α-induced apoptosis in vivo. Mol Syst Biol 2016; 12:881. [PMID: 27574014 PMCID: PMC5119492 DOI: 10.15252/msb.20167270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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33
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Higginbotham JN, Zhang Q, Jeppesen DK, Scott AM, Manning HC, Ochieng J, Franklin JL, Coffey RJ. Identification and characterization of EGF receptor in individual exosomes by fluorescence-activated vesicle sorting. J Extracell Vesicles 2016; 5:29254. [PMID: 27345057 PMCID: PMC4921784 DOI: 10.3402/jev.v5.29254] [Citation(s) in RCA: 88] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Revised: 04/22/2016] [Accepted: 04/27/2016] [Indexed: 01/05/2023] Open
Abstract
Exosomes are small, 40–130 nm secreted extracellular vesicles that recently have become the subject of intense focus as agents of intercellular communication, disease biomarkers and potential vehicles for drug delivery. It is currently unknown whether a cell produces different populations of exosomes with distinct cargo and separable functions. To address this question, high-resolution methods are needed. Using a commercial flow cytometer and directly labelled fluorescent antibodies, we show the feasibility of using fluorescence-activated vesicle sorting (FAVS) to analyse and sort individual exosomes isolated by sequential ultracentrifugation from the conditioned medium of DiFi cells, a human colorectal cancer cell line. EGFR and the exosomal marker, CD9, were detected on individual DiFi exosomes by FAVS; moreover, both markers were identified by high-resolution stochastic optical reconstruction microscopy on individual, approximately 100 nm vesicles from flow-sorted EGFR/CD9 double-positive exosomes. We present evidence that the activation state of EGFR can be assessed in DiFi-derived exosomes using a monoclonal antibody (mAb) that recognizes “conformationally active” EGFR (mAb 806). Using human antigen-specific antibodies, FAVS was able to detect human EGFR and CD9 on exosomes isolated from the plasma of athymic nude mice bearing DiFi tumour xenografts. Multicolour FAVS was used to simultaneously identify CD9, EGFR and an EGFR ligand, amphiregulin (AREG), on human plasma-derived exosomes from 3 normal individuals. These studies demonstrate the feasibility of FAVS to both analyse and sort individual exosomes based on specific cell-surface markers. We propose that FAVS may be a useful tool to monitor EGFR and AREG in circulating exosomes from individuals with colorectal cancer and possibly other solid tumours.
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Affiliation(s)
- James N Higginbotham
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Qin Zhang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Dennis K Jeppesen
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Andrew M Scott
- Tumour Targeting Laboratory, Olivia Newton-John Cancer Research Institute, Heidelberg, VIC, Australia.,Department of Molecular Imaging and Therapy, Austin Health, Heidelberg, VIC, Australia.,School of Cancer Medicine, La Trobe University, Melbourne, VIC, Australia
| | - H Charles Manning
- Center for Molecular Probes, Vanderbilt University Institute of Imaging Science, Nashville, TN, USA.,Department of Radiology and Radiological Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Josiah Ochieng
- Departments of Biochemistry and Cancer Biology, Meharry Medical College, Nashville, TN, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Cell and Developmental Biology, Nashville, TN, USA.,Department of Veterans Affairs Medical Center, Nashville, TN, USA
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.,Department of Cell and Developmental Biology, Nashville, TN, USA.,Department of Veterans Affairs Medical Center, Nashville, TN, USA;
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McKenzie AJ, Hoshino D, Hong NH, Cha DJ, Franklin JL, Coffey RJ, Patton JG, Weaver AM. KRAS-MEK Signaling Controls Ago2 Sorting into Exosomes. Cell Rep 2016; 15:978-987. [PMID: 27117408 PMCID: PMC4857875 DOI: 10.1016/j.celrep.2016.03.085] [Citation(s) in RCA: 292] [Impact Index Per Article: 36.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2015] [Revised: 02/06/2016] [Accepted: 03/24/2016] [Indexed: 01/19/2023] Open
Abstract
Secretion of RNAs in extracellular vesicles is a newly recognized form of intercellular communication. A potential regulatory protein for microRNA (miRNA) secretion is the critical RNA-induced silencing complex (RISC) component Argonaute 2 (Ago2). Here, we use isogenic colon cancer cell lines to show that overactivity of KRAS due to mutation inhibits localization of Ago2 to multivesicular endosomes (MVEs) and decreases Ago2 secretion in exosomes. Mechanistically, inhibition of mitogen-activated protein kinase kinases (MEKs) I and II, but not Akt, reverses the effect of the activating KRAS mutation and leads to increased Ago2-MVE association and increased exosomal secretion of Ago2. Analysis of cells expressing mutant Ago2 constructs revealed that phosphorylation of Ago2 on serine 387 prevents Ago2-MVE interactions and reduces Ago2 secretion into exosomes. Furthermore, regulation of Ago2 exosomal sorting controls the levels of three candidate miRNAs in exosomes. These data identify a key regulatory signaling event that controls Ago2 secretion in exosomes.
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Affiliation(s)
- Andrew J McKenzie
- Department of Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Daisuke Hoshino
- Division of Cancer Cell Research, Kanagawa Cancer Center, Yokohama 241-8515, Japan
| | - Nan Hyung Hong
- Department of Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Diana J Cha
- Department of Biological Sciences, Vanderbilt University, Nashville, TN 37232, USA
| | - Jeffrey L Franklin
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Veterans Affairs Medical Center, Nashville, TN 37232, USA
| | - Robert J Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Veterans Affairs Medical Center, Nashville, TN 37232, USA
| | - James G Patton
- Department of Biological Sciences, Vanderbilt University, Nashville, TN 37232, USA
| | - Alissa M Weaver
- Department of Cancer Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
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35
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Simmons AJ, Banerjee A, McKinley ET, Scurrah CR, Herring CA, Gewin LS, Masuzaki R, Karp SJ, Franklin JL, Gerdes MJ, Irish JM, Coffey RJ, Lau KS. Cytometry-based single-cell analysis of intact epithelial signaling reveals MAPK activation divergent from TNF-α-induced apoptosis in vivo. Mol Syst Biol 2015; 11:835. [PMID: 26519361 PMCID: PMC4631206 DOI: 10.15252/msb.20156282] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
Understanding heterogeneous cellular behaviors in a complex tissue requires the evaluation of signaling networks at single-cell resolution. However, probing signaling in epithelial tissues using cytometry-based single-cell analysis has been confounded by the necessity of single-cell dissociation, where disrupting cell-to-cell connections inherently perturbs native cell signaling states. Here, we demonstrate a novel strategy (Disaggregation for Intracellular Signaling in Single Epithelial Cells from Tissue-DISSECT) that preserves native signaling for Cytometry Time-of-Flight (CyTOF) and fluorescent flow cytometry applications. A 21-plex CyTOF analysis encompassing core signaling and cell-identity markers was performed on the small intestinal epithelium after systemic tumor necrosis factor-alpha (TNF-α) stimulation. Unsupervised and supervised analyses robustly selected signaling features that identify a unique subset of epithelial cells that are sensitized to TNF-α-induced apoptosis in the seemingly homogeneous enterocyte population. Specifically, p-ERK and apoptosis are divergently regulated in neighboring enterocytes within the epithelium, suggesting a mechanism of contact-dependent survival. Our novel single-cell approach can broadly be applied, using both CyTOF and multi-parameter flow cytometry, for investigating normal and diseased cell states in a wide range of epithelial tissues.
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Affiliation(s)
- Alan J Simmons
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Amrita Banerjee
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Eliot T McKinley
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Cherie' R Scurrah
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Charles A Herring
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Chemical and Physical Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Leslie S Gewin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN, USA
| | - Ryota Masuzaki
- The Transplant Center and Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Seth J Karp
- The Transplant Center and Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jeffrey L Franklin
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Jonathan M Irish
- Departments of Cancer Biology, and Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Robert J Coffey
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA Veterans Affairs Medical Center, Tennessee Valley Healthcare System, Nashville, TN, USA
| | - Ken S Lau
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN, USA Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA Department of Chemical and Physical Biology, Vanderbilt University Medical Center, Nashville, TN, USA
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36
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Patton JG, Franklin JL, Weaver AM, Vickers K, Zhang B, Coffey RJ, Ansel KM, Blelloch R, Goga A, Huang B, L'Etoille N, Raffai RL, Lai CP, Krichevsky AM, Mateescu B, Greiner VJ, Hunter C, Voinnet O, McManus MT. Biogenesis, delivery, and function of extracellular RNA. J Extracell Vesicles 2015; 4:27494. [PMID: 26320939 PMCID: PMC4553266 DOI: 10.3402/jev.v4.27494] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Revised: 04/08/2015] [Accepted: 05/03/2015] [Indexed: 01/08/2023] Open
Abstract
The Extracellular RNA (exRNA) Communication Consortium was launched by the National Institutes of Health to focus on the extent to which RNA might function in a non-cell-autonomous manner. With the availability of increasingly sensitive tools, small amounts of RNA can be detected in serum, plasma, and other bodily fluids. The exact mechanism(s) by which RNA can be secreted from cells and the mechanisms for the delivery and uptake by recipient cells remain to be determined. This review will summarize current knowledge about the biogenesis and delivery of exRNA and outline projects seeking to understand the functional impact of exRNA.
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Affiliation(s)
- James G Patton
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA;
| | - Jeffrey L Franklin
- VA Medical Center, Nashville, TN, USA.,Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA.,Department of Medicine, Vanderbilt University, Nashville, TN, USA
| | - Alissa M Weaver
- VA Medical Center, Nashville, TN, USA.,Department of Cancer Biology, Vanderbilt University, Nashville, TN, USA
| | - Kasey Vickers
- Department of Cardiology, Vanderbilt University, Nashville, TN, USA
| | - Bing Zhang
- Department of Biomedical Informatics, Vanderbilt University, Nashville, TN, USA
| | - Robert J Coffey
- VA Medical Center, Nashville, TN, USA.,Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN, USA.,Department of Medicine, Vanderbilt University, Nashville, TN, USA
| | - K Mark Ansel
- Department of Microbiology & Immunology, University of California San Francisco, San Francisco, CA, USA.,Sandler Asthma Basic Research Center, University of California San Francisco, San Francisco, CA, USA
| | - Robert Blelloch
- Department of Urology, University of California San Francisco, San Francisco, CA, USA.,Eli and Edythe Broad Center for Regeneration Medicine and Stem Cell Research, University of California San Francisco, San Francisco, CA, USA
| | - Andrei Goga
- Department of Cell & Tissue Biology, University of California San Francisco, San Francisco, CA, USA.,Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Bo Huang
- Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, CA, USA.,Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, CA, USA
| | - Noelle L'Etoille
- Department of Cell & Tissue Biology, University of California San Francisco, San Francisco, CA, USA
| | - Robert L Raffai
- Department of Surgery, University of California San Francisco, San Francisco, CA, USA.,VA Medical Center, San Francisco, CA, USA
| | - Charles P Lai
- Department of Neurology, Massachusetts General Hospital, Charlestown, MA, USA
| | - Anna M Krichevsky
- Department of Neurology, Ann Romney Center for Neurologic Diseases, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Bogdan Mateescu
- Swiss Federal Institute of Technology Zürich (ETH Zürich), Zürich, Switzerland
| | - Vanille J Greiner
- Department of Microbiology & Immunology, University of California San Francisco, San Francisco, CA, USA.,Diabetes Center, University of California San Francisco, San Francisco, CA, USA
| | | | - Olivier Voinnet
- Swiss Federal Institute of Technology Zürich (ETH Zürich), Zürich, Switzerland
| | - Michael T McManus
- Department of Microbiology & Immunology, University of California San Francisco, San Francisco, CA, USA.,Diabetes Center, University of California San Francisco, San Francisco, CA, USA
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37
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Kondo J, Powell AE, Wang Y, Musser MA, Southard-Smith EM, Franklin JL, Coffey RJ. LRIG1 Regulates Ontogeny of Smooth Muscle-Derived Subsets of Interstitial Cells of Cajal in Mice. Gastroenterology 2015; 149:407-19.e8. [PMID: 25921371 PMCID: PMC4527342 DOI: 10.1053/j.gastro.2015.04.018] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2014] [Revised: 04/06/2015] [Accepted: 04/22/2015] [Indexed: 12/17/2022]
Abstract
BACKGROUND & AIMS Interstitial cells of Cajal (ICC) control intestinal smooth muscle contraction to regulate gut motility. ICC within the plane of the myenteric plexus (ICC-MY) arise from KIT-positive progenitor cells during mouse embryogenesis. However, little is known about the ontogeny of ICC associated with the deep muscular plexus (ICC-DMP) in the small intestine and ICC associated with the submucosal plexus (ICC-SMP) in the colon. Leucine-rich repeats and immunoglobulin-like domains protein 1 (LRIG1) marks intestinal epithelial stem cells, but the role of LRIG1 in nonepithelial intestinal cells has not been identified. We sought to determine the ontogeny of ICC-DMP and ICC-SMP, and whether LRIG1 has a role in their development. METHODS Lrig1-null mice (homozygous Lrig1-CreERT2) and wild-type mice were analyzed by immunofluorescence and transit assays. Transit was evaluated by passage of orally administered rhodamine B-conjugated dextran. Lrig1-CreERT2 mice or mice with CreERT2 under control of an inducible smooth muscle promoter (Myh11-CreERT2) were crossed with Rosa26-LSL-YFP mice for lineage tracing analysis. RESULTS In immunofluorescence assays, ICC-DMP and ICC-SMP were found to express LRIG1. Based on lineage tracing, ICC-DMP and ICC-SMP each arose from LRIG1-positive smooth muscle progenitors. In Lrig1-null mice, there was loss of staining for KIT in DMP and SMP regions, as well as for 2 additional ICC markers (anoctamin-1 and neurokinin 1 receptor). Lrig1-null mice had significant delays in small intestinal transit compared with control mice. CONCLUSIONS LRIG1 regulates the postnatal development of ICC-DMP and ICC-SMP from smooth muscle progenitors in mice. Slowed small intestinal transit observed in Lrig1-null mice may be due, at least in part, to loss of the ICC-DMP population.
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Affiliation(s)
- Jumpei Kondo
- Departments of Medicine and Cell and Developmental Biology,
Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Anne E. Powell
- Departments of Medicine and Cell and Developmental Biology,
Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Yang Wang
- Departments of Medicine and Cell and Developmental Biology,
Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Melissa A. Musser
- Departments of Medicine and Cell and Developmental Biology,
Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - E. Michelle Southard-Smith
- Departments of Medicine and Cell and Developmental Biology,
Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeffrey L. Franklin
- Departments of Medicine and Cell and Developmental Biology,
Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Robert J. Coffey
- Departments of Medicine and Cell and Developmental Biology,
Vanderbilt University Medical Center, Nashville, TN 37232, USA,Department of Veterans Affairs Medical Center, Nashville,
TN 37232, USA,Correspondence: Robert J. Coffey, MD
Epithelial Biology Center 10415 MRB IV Vanderbilt University Medical Center
Nashville, TN 37232-0441 Phone: 615-343-6228; Fax: 615-343-1591
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38
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Cha DJ, Franklin JL, Dou Y, Liu Q, Higginbotham JN, Demory Beckler M, Weaver AM, Vickers K, Prasad N, Levy S, Zhang B, Coffey RJ, Patton JG. KRAS-dependent sorting of miRNA to exosomes. eLife 2015; 4:e07197. [PMID: 26132860 PMCID: PMC4510696 DOI: 10.7554/elife.07197] [Citation(s) in RCA: 263] [Impact Index Per Article: 29.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2015] [Accepted: 06/29/2015] [Indexed: 12/13/2022] Open
Abstract
Mutant KRAS colorectal cancer (CRC) cells release protein-laden exosomes that can alter the tumor microenvironment. To test whether exosomal RNAs also contribute to changes in gene expression in recipient cells, and whether mutant KRAS might regulate the composition of secreted microRNAs (miRNAs), we compared small RNAs of cells and matched exosomes from isogenic CRC cell lines differing only in KRAS status. We show that exosomal profiles are distinct from cellular profiles, and mutant exosomes cluster separately from wild-type KRAS exosomes. miR-10b was selectively increased in wild-type exosomes, while miR-100 was increased in mutant exosomes. Neutral sphingomyelinase inhibition caused accumulation of miR-100 only in mutant cells, suggesting KRAS-dependent miRNA export. In Transwell co-culture experiments, mutant donor cells conferred miR-100-mediated target repression in wild-type-recipient cells. These findings suggest that extracellular miRNAs can function in target cells and uncover a potential new mode of action for mutant KRAS in CRC.
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Affiliation(s)
- Diana J Cha
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, United States
- Vanderbilt University, Nashville, United States
| | - Jeffrey L Franklin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, United States
- Department of Medicine, Vanderbilt University Medical Center, Nashville, United States
- Affairs Medical Center, Nashville, United States
| | - Yongchao Dou
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, United States
| | - Qi Liu
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, United States
| | - James N Higginbotham
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, United States
- Department of Medicine, Vanderbilt University Medical Center, Nashville, United States
| | | | - Alissa M Weaver
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, United States
- Department of Cancer Biology, Vanderbilt University Medical Center, Nashville, United States
- Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, United States
| | - Kasey Vickers
- Department of Cardiology, Vanderbilt University Medical Center, Nashville, United States
| | - Nirpesh Prasad
- HudsonAlpha Institute for Biotechnology, Huntsville, United States
| | - Shawn Levy
- HudsonAlpha Institute for Biotechnology, Huntsville, United States
| | - Bing Zhang
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, United States
| | - Robert J Coffey
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, United States
- Department of Medicine, Vanderbilt University Medical Center, Nashville, United States
- Affairs Medical Center, Nashville, United States
| | - James G Patton
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, United States
- Vanderbilt University, Nashville, United States
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39
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Cha DJ, Franklin JL, Dou Y, Liu Q, Higginbotham JN, Demory Beckler M, Weaver AM, Vickers K, Prasad N, Levy S, Zhang B, Coffey RJ, Patton JG. KRAS-dependent sorting of miRNA to exosomes. eLife 2015. [PMID: 26132860 DOI: 10.7554/elife07197] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Mutant KRAS colorectal cancer (CRC) cells release protein-laden exosomes that can alter the tumor microenvironment. To test whether exosomal RNAs also contribute to changes in gene expression in recipient cells, and whether mutant KRAS might regulate the composition of secreted microRNAs (miRNAs), we compared small RNAs of cells and matched exosomes from isogenic CRC cell lines differing only in KRAS status. We show that exosomal profiles are distinct from cellular profiles, and mutant exosomes cluster separately from wild-type KRAS exosomes. miR-10b was selectively increased in wild-type exosomes, while miR-100 was increased in mutant exosomes. Neutral sphingomyelinase inhibition caused accumulation of miR-100 only in mutant cells, suggesting KRAS-dependent miRNA export. In Transwell co-culture experiments, mutant donor cells conferred miR-100-mediated target repression in wild-type-recipient cells. These findings suggest that extracellular miRNAs can function in target cells and uncover a potential new mode of action for mutant KRAS in CRC.
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Affiliation(s)
- Diana J Cha
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, United States
| | - Jeffrey L Franklin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, United States
| | - Yongchao Dou
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, United States
| | - Qi Liu
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, United States
| | - James N Higginbotham
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, United States
| | | | - Alissa M Weaver
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, United States
| | - Kasey Vickers
- Department of Cardiology, Vanderbilt University Medical Center, Nashville, United States
| | - Nirpesh Prasad
- HudsonAlpha Institute for Biotechnology, Huntsville, United States
| | - Shawn Levy
- HudsonAlpha Institute for Biotechnology, Huntsville, United States
| | - Bing Zhang
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, United States
| | - Robert J Coffey
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, United States
| | - James G Patton
- Department of Biological Sciences, Vanderbilt University Medical Center, Nashville, United States
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40
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Poulin EJ, Powell AE, Wang Y, Li Y, Franklin JL, Coffey RJ. Using a new Lrig1 reporter mouse to assess differences between two Lrig1 antibodies in the intestine. Stem Cell Res 2014; 13:422-30. [PMID: 25460603 DOI: 10.1016/j.scr.2014.09.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2014] [Revised: 08/08/2014] [Accepted: 09/11/2014] [Indexed: 01/01/2023] Open
Abstract
Lrig1 is an intestinal stem cell marker important for epithelial homeostasis. However, the position of the Lrig1(+) population in the intestinal crypt has been debated, largely due to discrepant staining patterns using two Lrig1 antibodies. Here, we set out to decipher the differences between these Lrig1 antibodies to clarify their use for Lrig1-related studies. We confirmed that the commercially available Lrig1-R&D antibody stained the bottom third of the colonic crypt, whereas an independently generated Lrig1-VU antibody recognized a subset of anti-Lrig1-R&D(+) cells. Biochemically, we found that anti-Lrig1-VU recognized a non-glycosylated form of Lrig1; in contrast, anti-Lrig1-R&D recognized both glycosylated and non-glycosylated forms of Lrig1. In addition, we generated a reporter mouse (Lrig1-Apple) as an independent readout of Lrig1 transcriptional activity. Flow cytometry of isolated colonic epithelial cells from Lrig1-Apple mice demonstrated anti-Lrig1-R&D recognized mostly RFP-hi cells, while anti-Lrig1-VU recognized cells that were largely RFP-mid. Of note, by qRT-PCR, Lgr5 was expressed in the RFP-hi population, but not in the RFP-mid population. We conclude that anti-Lrig1-R&D appears to recognize all Lrig1(+) cells, while anti-Lrig1-VU recognizes a subpopulation of Lrig1(+) cells.
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Affiliation(s)
- Emily J Poulin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Anne E Powell
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Yang Wang
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Yina Li
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeffrey L Franklin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Robert J Coffey
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Veterans Affairs Medical Center, Nashville, TN 37232, USA.
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Franklin JL, Rankin CR, Levy S, Snoddy JR, Zhang B, Washington MK, Thomson JM, Whitehead RH, Coffey RJ. Malignant transformation of colonic epithelial cells by a colon-derived long noncoding RNA. Biochem Biophys Res Commun 2013; 440:99-104. [PMID: 24045012 DOI: 10.1016/j.bbrc.2013.09.040] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2013] [Accepted: 09/06/2013] [Indexed: 12/31/2022]
Abstract
Recent progress has been made in the identification of protein-coding genes and miRNAs that are expressed in and alter the behavior of colonic epithelia. However, the role of long non-coding RNAs (lncRNAs) in colonic homeostasis is just beginning to be explored. By gene expression profiling of post-mitotic, differentiated tops and proliferative, progenitor-compartment bottoms of microdissected adult mouse colonic crypts, we identified several lncRNAs more highly expressed in crypt bottoms. One identified lncRNA, designated non-coding Nras functional RNA (ncNRFR), resides within the Nras locus but appears to be independent of the Nras coding transcript. Stable overexpression of ncNRFR in non-transformed, conditionally immortalized mouse colonocytes results in malignant transformation, as determined by growth in soft agar and formation of highly invasive tumors in nude mice. Moreover, ncNRFR appears to inhibit the function of the tumor suppressor let-7. These results suggest precise regulation of ncNRFR is necessary for proper cell growth in the colonic crypt, and its misregulation results in neoplastic transformation.
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Affiliation(s)
- Jeffrey L Franklin
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232, United States; Department of Medicine, Vanderbilt University, Nashville, TN 37232, United States; Department of Veterans Affairs Medical Center, Nashville, TN 37232, United States.
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Hardman JM, van der Werf W, Blatt SE, Franklin JL, Karsten R, Teismann H. Simulating effects of environmental factors on biological control of Tetranychus urticae by Typhlodromus pyri in apple orchards. Exp Appl Acarol 2013; 60:181-203. [PMID: 23299914 DOI: 10.1007/s10493-012-9640-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2012] [Accepted: 11/20/2012] [Indexed: 06/01/2023]
Abstract
Successful biological control of mites is possible under various conditions, and identifying what are the requirements for robust control poses a challenge because interacting factors are involved. Process-based modeling can help to explore these interactions and identify under which conditions biological control is likely, and when not. Here, we present a process-based model for population interactions between the phytophagous mite, Tetranychus urticae, and its predator, Typhlodromus pyri, on apple trees. Temperature and leaf nitrogen concentration influence T. urticae rates of development and reproduction, while temperature and rate of ingestion of prey and pollen influence T. pyri rates of survival and reproduction. Predator and prey population dynamics are linked through a stage structured functional response model that accounts for spatial heterogeneity in population density throughout the trees. T. urticae biomass-days (BMD's), which account for sizes of larvae, nymphs and adults, indicate level of mite-induced leaf damage. When BMD's exceed 290 per leaf, there are economic losses. When BMD's exceed 350 per leaf, T. urticae population growth is curbed and eventually the population decreases. Simulations were run to determine which conditions would lead to current year economic loss and increased risk of loss in the following year, i.e. where more T. urticae than T. pyri are present at the end of September. Risk was high with one or more of the following initial conditions: a high prey: predator ratio (10:1 or more); a low to intermediate (0.04-0.2 T. urticae per leaf) initial density; T. urticae with a higher initial proportion of adult females than T. pyri; and a delayed first detection of mites, whether in late July, or sometimes in late June, but not in early June. Warm summer weather, higher leaf nitrogen and T. urticae immigration into trees were also risk factors. Causes for these patterns based on biological characteristics of T. urticae and T. pyri are discussed, as are counter measures which can be taken to reduce risk.
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Affiliation(s)
- John Michael Hardman
- Atlantic Food and Horticulture Research Centre, Agriculture and Agri-Food Canada, 32 Main Street, Kentville, NS, B4N 1J5, Canada
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Chumbler NM, Farrow MA, Lapierre LA, Franklin JL, Haslam D, Goldenring JR, Lacy DB. Clostridium difficile Toxin B causes epithelial cell necrosis through an autoprocessing-independent mechanism. PLoS Pathog 2012; 8:e1003072. [PMID: 23236283 PMCID: PMC3516567 DOI: 10.1371/journal.ppat.1003072] [Citation(s) in RCA: 91] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2012] [Accepted: 10/22/2012] [Indexed: 01/21/2023] Open
Abstract
Clostridium difficile is the most common cause of antibiotic-associated nosocomial infection in the United States. C. difficile secretes two homologous toxins, TcdA and TcdB, which are responsible for the symptoms of C. difficile associated disease. The mechanism of toxin action includes an autoprocessing event where a cysteine protease domain (CPD) releases a glucosyltransferase domain (GTD) into the cytosol. The GTD acts to modify and inactivate Rho-family GTPases. The presumed importance of autoprocessing in toxicity, and the apparent specificity of the CPD active site make it, potentially, an attractive target for small molecule drug discovery. In the course of exploring this potential, we have discovered that both wild-type TcdB and TcdB mutants with impaired autoprocessing or glucosyltransferase activities are able to induce rapid, necrotic cell death in HeLa and Caco-2 epithelial cell lines. The concentrations required to induce this phenotype correlate with pathology in a porcine colonic explant model of epithelial damage. We conclude that autoprocessing and GTD release is not required for epithelial cell necrosis and that targeting the autoprocessing activity of TcdB for the development of novel therapeutics will not prevent the colonic tissue damage that occurs in C. difficile – associated disease. Clostridium difficile is an anaerobic spore-forming bacterium that infects the human colon and causes diarrhea, pseudomembranous colitis, and toxic megacolon. Most people that develop disease symptoms have undergone antibiotic treatment, which alters the normal gut flora and allows C. difficile to flourish. C. difficile secretes two toxins, TcdA and TcdB, that are responsible for the fluid secretion, inflammation, and colonic tissue damage associated with disease. The emergence of hypervirulent strains of C. difficile that are linked to increased morbidity and mortality highlights the need for new therapeutic strategies. One strategy is to inhibit the function of the toxins, thereby decreasing damage to the colon while the patient clears the infection with antibiotics. Toxin function is thought to depend on an autoprocessing event that releases a catalytic ‘effector’ portion of the toxin into the host cell. In the course of trying to identify small molecules that would inhibit such a function, we found that TcdB induces a rapid necrosis in epithelial cells that is not dependent on autoprocessing. The physiological relevance of this observation is confirmed in colonic explants and suggests that inhibiting TcdB autoprocessing will not prevent the colonic tissue damage observed in C. difficile associated diseases.
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Affiliation(s)
- Nicole M. Chumbler
- Chemical and Physical Biology Program, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Melissa A. Farrow
- Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Lynne A. Lapierre
- Department of Surgery, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - Jeffrey L. Franklin
- Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
- Department of Cell and Developmental Biology and the Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - David Haslam
- Department of Pediatrics, Washington University School of Medicine, St. Louis, Missouri, United States of America
| | - James R. Goldenring
- Department of Surgery, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
- Department of Cell and Developmental Biology and the Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
| | - D. Borden Lacy
- Department of Pathology, Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, Tennessee, United States of America
- * E-mail:
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Demory Beckler M, Higginbotham JN, Franklin JL, Ham AJ, Halvey PJ, Imasuen IE, Whitwell C, Li M, Liebler DC, Coffey RJ. Proteomic analysis of exosomes from mutant KRAS colon cancer cells identifies intercellular transfer of mutant KRAS. Mol Cell Proteomics 2012; 12:343-55. [PMID: 23161513 DOI: 10.1074/mcp.m112.022806] [Citation(s) in RCA: 388] [Impact Index Per Article: 32.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
Activating mutations in KRAS occur in 30% to 40% of colorectal cancers. How mutant KRAS alters cancer cell behavior has been studied intensively, but non-cell autonomous effects of mutant KRAS are less understood. We recently reported that exosomes isolated from mutant KRAS-expressing colon cancer cells enhanced the invasiveness of recipient cells relative to exosomes purified from wild-type KRAS-expressing cells, leading us to hypothesize mutant KRAS might affect neighboring and distant cells by regulating exosome composition and behavior. Herein, we show the results of a comprehensive proteomic analysis of exosomes from parental DLD-1 cells that contain both wild-type and G13D mutant KRAS alleles and isogenically matched derivative cell lines, DKO-1 (mutant KRAS allele only) and DKs-8 (wild-type KRAS allele only). Mutant KRAS status dramatically affects the composition of the exosome proteome. Exosomes from mutant KRAS cells contain many tumor-promoting proteins, including KRAS, EGFR, SRC family kinases, and integrins. DKs-8 cells internalize DKO-1 exosomes, and, notably, DKO-1 exosomes transfer mutant KRAS to DKs-8 cells, leading to enhanced three-dimensional growth of these wild-type KRAS-expressing non-transformed cells. These results have important implications for non-cell autonomous effects of mutant KRAS, such as field effect and tumor progression.
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Kim TI, Poulin EJ, Blask E, Bukhalid R, Whitehead RH, Franklin JL, Coffey RJ. Myofibroblast keratinocyte growth factor reduces tight junctional integrity and increases claudin-2 levels in polarized Caco-2 cells. Growth Factors 2012; 30:320-32. [PMID: 22946653 PMCID: PMC3594790 DOI: 10.3109/08977194.2012.717076] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
The colonic epithelium is composed of a polarized monolayer sheathed by a layer of pericryptal myofibroblasts (PCMFs). We mimicked these cellular compartments in vitro to assess the effects of paracrine-acting PCMF-derived factors on tight junction (TJ) integrity, as measured by transepithelial electrical resistance (TER). Coculture with 18Co PCMFs, or basolateral administration of 18Co conditioned medium, significantly reduced TER of polarized Caco-2 cells. Among candidate paracrine factors, only keratinocyte growth factor (KGF) reduced Caco-2 TER; basolateral KGF treatment led to time- and concentration-dependent increases in claudin-2 levels. We also demonstrate that amphiregulin (AREG), produced largely by Caco-2 cells, increased claudin-2 levels, leading to epidermal growth factor receptor-mediated TER reduction. We propose that colonic epithelial TJ integrity can be modulated by paracrine KGF and autocrine AREG through increased claudin-2 levels. KGF-regulated claudin-2 induction may have implications for inflammatory bowel disease, where both KGF and claudin-2 are upregulated.
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Affiliation(s)
- Tae Il Kim
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Emily J. Poulin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | | | | | - Robert H. Whitehead
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Jeffrey L. Franklin
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Robert J. Coffey
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Veterans Affairs Medical Center, Nashville, TN 37232-2279, USA
- Corresponding Author: Robert J. Coffey, M.D., Epithelial Biology Center, 2213 Garland Avenue, 10415 MRB IV -0441, Vanderbilt University, Nashville, TN 37232, Tel: 615-343-6228, Fax: 615-343-1591,
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Powell AE, Wang Y, Li Y, Poulin EJ, Means AL, Washington MK, Higginbotham JN, Juchheim A, Prasad N, Levy SE, Guo Y, Shyr Y, Aronow BJ, Haigis KM, Franklin JL, Coffey RJ. The pan-ErbB negative regulator Lrig1 is an intestinal stem cell marker that functions as a tumor suppressor. Cell 2012; 149:146-58. [PMID: 22464327 PMCID: PMC3563328 DOI: 10.1016/j.cell.2012.02.042] [Citation(s) in RCA: 516] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2011] [Revised: 01/12/2012] [Accepted: 02/01/2012] [Indexed: 12/20/2022]
Abstract
Lineage mapping has identified both proliferative and quiescent intestinal stem cells, but the molecular circuitry controlling stem cell quiescence is incompletely understood. By lineage mapping, we show Lrig1, a pan-ErbB inhibitor, marks predominately noncycling, long-lived stem cells that are located at the crypt base and that, upon injury, proliferate and divide to replenish damaged crypts. Transcriptome profiling of Lrig1(+) colonic stem cells differs markedly from the profiling of highly proliferative, Lgr5(+) colonic stem cells; genes upregulated in the Lrig1(+) population include those involved in cell cycle repression and response to oxidative damage. Loss of Apc in Lrig1(+) cells leads to intestinal adenomas, and genetic ablation of Lrig1 results in heightened ErbB1-3 expression and duodenal adenomas. These results shed light on the relationship between proliferative and quiescent intestinal stem cells and support a model in which intestinal stem cell quiescence is maintained by calibrated ErbB signaling with loss of a negative regulator predisposing to neoplasia.
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Affiliation(s)
- Anne E. Powell
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Yang Wang
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Yina Li
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Emily J. Poulin
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Anna L. Means
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Mary K. Washington
- Department of Pathology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - James N. Higginbotham
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Alwin Juchheim
- Molecular Pathology Unit, Massachusetts General Hospital and Department of Pathology, Harvard Medical School, Charlestown, MA 02129, USA
| | - Nripesh Prasad
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806
| | - Shawn E. Levy
- HudsonAlpha Institute for Biotechnology, Huntsville, AL, 35806
| | - Yan Guo
- Department of Biostatistics, Vanderbilt University, Nashville, TN, 37232
| | - Yu Shyr
- Department of Biostatistics, Vanderbilt University, Nashville, TN, 37232
| | - Bruce J. Aronow
- Departments of Biomedical Informatics and Developmental Biology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45229, USA
| | - Kevin M. Haigis
- Molecular Pathology Unit, Massachusetts General Hospital and Department of Pathology, Harvard Medical School, Charlestown, MA 02129, USA
| | - Jeffrey L. Franklin
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Robert J. Coffey
- Departments of Medicine and Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Department of Veterans Affairs Medical Center, Nashville, TN 37232, USA
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
- Correspondence:
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Gephart JD, Singh B, Higginbotham JN, Franklin JL, Gonzalez A, Fölsch H, Coffey RJ. Identification of a novel mono-leucine basolateral sorting motif within the cytoplasmic domain of amphiregulin. Traffic 2011; 12:1793-804. [PMID: 21917092 DOI: 10.1111/j.1600-0854.2011.01282.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Epithelial cells establish apical and basolateral (BL) membranes with distinct protein and lipid compositions. To achieve this spatial asymmetry, the cell utilizes a variety of mechanisms for differential sorting, delivery and retention of cell surface proteins. The EGF receptor (EGFR) and its ligand, amphiregulin (AREG), are transmembrane proteins delivered to the BL membrane in polarized epithelial cells. Herein, we show that the cytoplasmic domain of AREG (ACD) contains dominant BL sorting information; replacement of the cytoplasmic domain of apically targeted nerve growth factor receptor with the ACD redirects the chimera to the BL surface. Using sequential truncations and site-directed mutagenesis of the ACD, we identify a novel BL sorting motif consisting of a single leucine C-terminal to an acidic cluster (EEXXXL). In adaptor protein (AP)-1B-deficient cells, newly synthesized AREG is initially delivered to the BL surface as in AP-1B-expressing cells. However, in these AP-1B-deficient cells, recycling of AREG back to the BL surface is compromised, leading to its appearance at the apical surface. These results show that recycling, but not delivery, of AREG to the BL surface is AP-1B dependent.
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Affiliation(s)
- Jonathan D Gephart
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, TN 37232, USA
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Hardman JM, Franklin JL, Bostanian NJ, Thistlewood HMA. Effect of the width of the herbicide strip on mite dynamics in apple orchards. Exp Appl Acarol 2011; 53:215-234. [PMID: 20838882 DOI: 10.1007/s10493-010-9397-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2010] [Accepted: 08/21/2010] [Indexed: 05/29/2023]
Abstract
Herbicide strips are used in apple orchards to promote tree growth and survival, to increase yield and to reduce the risk of rodent damage to tree bark. However, herbicide strips, particularly wider ones, may cause problems including soil erosion, reduced organic matter, leaching of nitrates into ground water and increased incidence of plant diseases and pests, including two-spotted spider mites, Tetranychus urticae Koch. In this 2 year study we monitored mite dynamics in apple trees and used sticky bands on tree trunks to determine rates of T. urticae immigration into Nova Spy apple trees in plots with wide (2 m) or narrow (0.5 m) herbicide strips. Use of wider herbicide strips promoted two risk factors that could trigger outbreaks of tetranychid mites. First, concentrations of leaf N in apple trees were higher and those of P and K were lower with the wide strips. Such changes in nutritional quality of leaves would increase the potential for more rapid population growth of T. urticae, and to a lesser extent, the European red mite, Panonychus ulmi (Koch). Second, there were higher rates of T. urticae immigration from the ground cover vegetation into the trees. In 2006, and for most of 2007, densities of T. urticae were higher with wide herbicide strips, whereas densities of P. ulmi were not enhanced. However, by late August to early September in 2007, densities of both tetranychids were lower with wide herbicide strips. This is because both risk factors were counterbalanced, and eventually negated, by the enhanced action of phytoseiid predators, mostly Typhlodromus pyri Scheuten. From July through September 2006, ratios of phytoseiids to tetranychids were always several-fold lower with wide herbicide strips but in 2007, from mid-July onwards, predator-prey ratios were usually several-fold higher with wide strips. However, this numerical response of phytoseiids to prey density can only occur where the pesticide program in orchards is not too harsh on phytoseiids. Hence the impact of width of herbicide strip is contingent on the composition and size of the phytoseiid complex and the impact of pesticides on predation.
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Affiliation(s)
- J M Hardman
- Atlantic Food and Horticulture Research Centre, Agriculture and Agri-Food Canada, 32 Main Street, Kentville, NS B4N 1J5, Canada.
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Ho PA, Alonzo TA, Kopecky KJ, Miller KL, Kuhn J, Zeng R, Gerbing RB, Raimondi SC, Hirsch BA, Oehler V, Hurwitz CA, Franklin JL, Gamis AS, Petersdorf SH, Anderson JE, Reaman GH, Baker LH, Willman CL, Bernstein ID, Radich JP, Appelbaum FR, Stirewalt DL, Meshinchi S. Molecular alterations of the IDH1 gene in AML: a Children's Oncology Group and Southwest Oncology Group study. Leukemia 2010; 24:909-13. [PMID: 20376086 PMCID: PMC2945692 DOI: 10.1038/leu.2010.56] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Recent whole-genome sequencing efforts led to the identification of IDH1R132 mutations in AML patients. We studied the prevalence and clinical implications of IDH1 genomic alterations in pediatric and adult AML. Diagnostic DNA from 531 AML patients treated on Children’s Oncology Group trial COG-AAML03P1 (N=257), and Southwest Oncology Group trials SWOG-9031, SWOG-9333, and SWOG-9500 (N=274), were tested for IDH1 mutations. Codon R132 mutations were absent in the pediatric cohort, but were found in 12/274 adult patients (4.4%, 95% CI 2.3-7.5%). IDH1R132 mutations occurred most commonly in patients with normal karyotype, and those with FLT3/ITD and NPMc mutations. Patients with IDH1R132 mutations trended towards higher median diagnostic WBC counts (59.2 × 109/L vs. 29.1 × 109/L, P=0.19) than those without mutations, but the two groups did not differ significantly in age, bone marrow blast percentage, overall survival, or relapse-free survival. Eleven patients (2.1%) harbored a novel V71I sequence alteration, which was found to be a germline polymorphism. IDH1 mutations were not detected in pediatric AML, and are uncommon in adult AML.
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Affiliation(s)
- P A Ho
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
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Wright AH, DeLong JM, Franklin JL, Lada RR, Prange RK. A new minimum fluorescence parameter, as generated using pulse frequency modulation, compared with pulse amplitude modulation: Falpha versus Fo. Photosynth Res 2008; 97:205-214. [PMID: 18668341 DOI: 10.1007/s11120-008-9313-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2007] [Accepted: 05/20/2008] [Indexed: 05/26/2023]
Abstract
The minimum fluorescence parameter (Falpha), generated using the new pulse frequency modulation (PFM) technology, was compared with the minimum fluorescence parameter (Fo), generated by pulse amplitude modulation (PAM), in response to a reversible low-oxygen stress in 'Honeycrisp'trade mark (HC) apples (Malus domestica) and an irreversible osmotic stress induced by water loss in two grape (Vitis spp.) cultivars ('L'Acadie' (LAc) and 'Thompson Seedless' (TS)). The minimum fluorescence values produced by both fluorometer types in response to a reversible low-oxygen stress in apples were indistinguishable: both Fo and Falpha increased when O2 levels were lowered below the anaerobic compensation point (ACP); when gas levels returned to normoxia both parameters dipped below, then returned to, the original fluorescence baseline. The two parameters also responded similarly to the irreversible osmotic stress in grapes: in both cultivars, Falpha and Fo first decreased before reaching an inflection point at approximately 20% mass loss and then increased towards a second inflection point. However, the two parameters were not analogous under the irreversible osmotic stress; most notably, the relative Falpha values appeared to be lower than Fo during the later stages of dehydration. This was likely due to the influence of the Fm parameter and an overestimation of Falpha when measuring the fluorescence from healthy and responsive chloroplasts as found in grapes experiencing minimal water loss, but not in grapes undergoing moderate to severe dehydration. An examination of the data during a typical PFM scan reveals this fluorometer system may yield new fluorescence information with interesting biological applications.
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Affiliation(s)
- A Harrison Wright
- Atlantic Food and Horticulture Research Centre, Agriculture and Agri-Food Canada, Kentville, NS, Canada, B4N 1J5.
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