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Pabba MK, Meyer J, Celikay K, Schermelleh L, Rohr K, Cardoso MC. DNA choreography: correlating mobility and organization of DNA across different resolutions from loops to chromosomes. Histochem Cell Biol 2024:10.1007/s00418-024-02285-x. [PMID: 38758428 DOI: 10.1007/s00418-024-02285-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/27/2024] [Indexed: 05/18/2024]
Abstract
The dynamics of DNA in the cell nucleus plays a role in cellular processes and fates but the interplay of DNA mobility with the hierarchical levels of DNA organization is still underexplored. Here, we made use of DNA replication to directly label genomic DNA in an unbiased genome-wide manner. This was followed by live-cell time-lapse microscopy of the labeled DNA combining imaging at different resolutions levels simultaneously and allowing one to trace DNA motion across organization levels within the same cells. Quantification of the labeled DNA segments at different microscopic resolution levels revealed sizes comparable to the ones reported for DNA loops using 3D super-resolution microscopy, topologically associated domains (TAD) using 3D widefield microscopy, and also entire chromosomes. By employing advanced chromatin tracking and image registration, we discovered that DNA exhibited higher mobility at the individual loop level compared to the TAD level and even less at the chromosome level. Additionally, our findings indicate that chromatin movement, regardless of the resolution, slowed down during the S phase of the cell cycle compared to the G1/G2 phases. Furthermore, we found that a fraction of DNA loops and TADs exhibited directed movement with the majority depicting constrained movement. Our data also indicated spatial mobility differences with DNA loops and TADs at the nuclear periphery and the nuclear interior exhibiting lower velocity and radius of gyration than the intermediate locations. On the basis of these insights, we propose that there is a link between DNA mobility and its organizational structure including spatial distribution, which impacts cellular processes.
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Affiliation(s)
- Maruthi K Pabba
- Department of Biology, Technical University of Darmstadt, Darmstadt, Germany
| | - Janis Meyer
- Biomedical Computer Vision Group, BioQuant, IPMB, Heidelberg University, Heidelberg, Germany
| | - Kerem Celikay
- Biomedical Computer Vision Group, BioQuant, IPMB, Heidelberg University, Heidelberg, Germany
| | | | - Karl Rohr
- Biomedical Computer Vision Group, BioQuant, IPMB, Heidelberg University, Heidelberg, Germany.
| | - M Cristina Cardoso
- Department of Biology, Technical University of Darmstadt, Darmstadt, Germany.
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2
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Sun Q, Zhang H, Ding F, Gao X, Zhu Z, Yang C. Development of ionizable lipid nanoparticles and a lyophilized formulation for potent CRISPR-Cas9 delivery and genome editing. Int J Pharm 2024; 652:123845. [PMID: 38266942 DOI: 10.1016/j.ijpharm.2024.123845] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/30/2023] [Accepted: 01/21/2024] [Indexed: 01/26/2024]
Abstract
CRISPR-Cas genome editing technology holds great promise for wide-ranging biomedical applications. However, the development of efficient delivery system for CRISPR-Cas components remains challenging. Herein, we synthesized a series of ionizable lipids by conjugation of alkyl-acrylate to different amine molecules and further assembled ionizable lipid nanoparticles (iLNPs) for co-delivery of Cas9 mRNA and sgRNA. Among all the iLNP candidates, 1A14-iLNP with lipids containing spermine as amine head, demonstrated the highest cellular uptake, endosomal escape and mRNA expression in vitro. Co-delivery of Cas9 mRNA and sgRNA targeting EGFP by 1A14-iLNP achieved the highest EGFP knockout efficiency up to 70% in HeLa-EGFP cells. In addition, 1A14-iLNP displayed passive liver-targeting delivery of Cas9 mRNA in vivo with good biocompatibility. Moreover, we developed a simple method of lyophilization-mediated reverse transfection of CRISPR-Cas9 components for efficient genome editing. Therefore, the developed 1A14-iLNP and the lyophilization formulation, represent a potent solution for CRISPR-Cas9 delivery, which might broaden the future of biomedical applications of both mRNA and CRISPR-based therapies.
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Affiliation(s)
- Qian Sun
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, and School of Chemistry and Chemical Engineering, Shandong University, Jinan 25010, China
| | - Hongqian Zhang
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, and School of Chemistry and Chemical Engineering, Shandong University, Jinan 25010, China
| | - Feng Ding
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, and School of Chemistry and Chemical Engineering, Shandong University, Jinan 25010, China
| | - Xue Gao
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, and School of Chemistry and Chemical Engineering, Shandong University, Jinan 25010, China
| | - Zongwei Zhu
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, and School of Chemistry and Chemical Engineering, Shandong University, Jinan 25010, China
| | - Chuanxu Yang
- Key Laboratory of Colloid and Interface Chemistry of the Ministry of Education, and School of Chemistry and Chemical Engineering, Shandong University, Jinan 25010, China.
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3
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Pabba MK, Ritter C, Chagin VO, Meyer J, Celikay K, Stear JH, Loerke D, Kolobynina K, Prorok P, Schmid AK, Leonhardt H, Rohr K, Cardoso MC. Replisome loading reduces chromatin motion independent of DNA synthesis. eLife 2023; 12:RP87572. [PMID: 37906089 PMCID: PMC10617993 DOI: 10.7554/elife.87572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2023] Open
Abstract
Chromatin has been shown to undergo diffusional motion, which is affected during gene transcription by RNA polymerase activity. However, the relationship between chromatin mobility and other genomic processes remains unclear. Hence, we set out to label the DNA directly in a sequence unbiased manner and followed labeled chromatin dynamics in interphase human cells expressing GFP-tagged proliferating cell nuclear antigen (PCNA), a cell cycle marker and core component of the DNA replication machinery. We detected decreased chromatin mobility during the S-phase compared to G1 and G2 phases in tumor as well as normal diploid cells using automated particle tracking. To gain insight into the dynamical organization of the genome during DNA replication, we determined labeled chromatin domain sizes and analyzed their motion in replicating cells. By correlating chromatin mobility proximal to the active sites of DNA synthesis, we showed that chromatin motion was locally constrained at the sites of DNA replication. Furthermore, inhibiting DNA synthesis led to increased loading of DNA polymerases. This was accompanied by accumulation of the single-stranded DNA binding protein on the chromatin and activation of DNA helicases further restricting local chromatin motion. We, therefore, propose that it is the loading of replisomes but not their catalytic activity that reduces the dynamics of replicating chromatin segments in the S-phase as well as their accessibility and probability of interactions with other genomic regions.
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Affiliation(s)
| | - Christian Ritter
- Biomedical Computer Vision Group, BioQuant, IPMB, Heidelberg UniversityHeidelbergGermany
| | - Vadim O Chagin
- Department of Biology, Technical University of DarmstadtDarmstadtGermany
- Institute of Cytology RASSt. PetersburgRussian Federation
| | - Janis Meyer
- Biomedical Computer Vision Group, BioQuant, IPMB, Heidelberg UniversityHeidelbergGermany
| | - Kerem Celikay
- Biomedical Computer Vision Group, BioQuant, IPMB, Heidelberg UniversityHeidelbergGermany
| | - Jeffrey H Stear
- EMBL Australia Node in Single Molecule Science, University of New South WalesSydneyAustralia
| | - Dinah Loerke
- Department of Physics & Astronomy, University of DenverDenverUnited States
| | - Ksenia Kolobynina
- Department of Biology, Technical University of DarmstadtDarmstadtGermany
| | - Paulina Prorok
- Department of Biology, Technical University of DarmstadtDarmstadtGermany
| | - Alice Kristin Schmid
- Biomedical Computer Vision Group, BioQuant, IPMB, Heidelberg UniversityHeidelbergGermany
| | | | - Karl Rohr
- Biomedical Computer Vision Group, BioQuant, IPMB, Heidelberg UniversityHeidelbergGermany
| | - M Cristina Cardoso
- Department of Biology, Technical University of DarmstadtDarmstadtGermany
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4
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Fu W, Sun M, Zhang J, Xuanyuan T, Liu X, Zhou Y, Liu W. Combinatorial Drug Screening Based on Massive 3D Tumor Cultures Using Micropatterned Array Chips. Anal Chem 2023; 95:2504-2512. [PMID: 36651128 DOI: 10.1021/acs.analchem.2c04816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
The establishment and application of a generalizable three-dimensional (3D) tumor device for high-throughput screening plays an important role in drug discovery and cancer therapeutics. In this study, we introduce a facile microplatform for considerable 3D tumor generation and combinatorial drug screening evaluation. High fidelity of chip fabrication was achieved depending on the simple and well-improved microcontact printing. We demonstrated the high stability and repeatability of the established tumor-on-a-chip system for controllable and massive production of 3D tumors with high size uniformity. Importantly, we accomplished the screening-like chemotherapy investigation involving individual and combinatorial drugs and validated the high accessibility and applicability of the system in 3D tumor-based manipulation and analysis on a large scale. This achievement in tumor-on-a-chip has potential applications in plenty of biomedical fields such as tumor biology, pharmacology, and tissue microengineering. It offers an insight into the development of the popularized microplatform with easy-to-fabricate and easy-to-operate properties for cancer exploration and therapy.
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Affiliation(s)
- Wenzhu Fu
- Departments of Biomedical Engineering and Pathology, School of Basic Medical Science, Central South University, Changsha, Hunan 410013, China
| | - Meilin Sun
- Departments of Biomedical Engineering and Pathology, School of Basic Medical Science, Central South University, Changsha, Hunan 410013, China
| | - Jinwei Zhang
- Departments of Biomedical Engineering and Pathology, School of Basic Medical Science, Central South University, Changsha, Hunan 410013, China
| | - Tingting Xuanyuan
- Departments of Biomedical Engineering and Pathology, School of Basic Medical Science, Central South University, Changsha, Hunan 410013, China
| | - Xufang Liu
- Departments of Biomedical Engineering and Pathology, School of Basic Medical Science, Central South University, Changsha, Hunan 410013, China
| | - Yujie Zhou
- Departments of Biomedical Engineering and Pathology, School of Basic Medical Science, Central South University, Changsha, Hunan 410013, China
| | - Wenming Liu
- Departments of Biomedical Engineering and Pathology, School of Basic Medical Science, Central South University, Changsha, Hunan 410013, China
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5
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Quaresma MC, Botelho HM, Pankonien I, Rodrigues CS, Pinto MC, Costa PR, Duarte A, Amaral MD. Exploring YAP1-centered networks linking dysfunctional CFTR to epithelial-mesenchymal transition. Life Sci Alliance 2022; 5:5/9/e202101326. [PMID: 35500936 PMCID: PMC9060002 DOI: 10.26508/lsa.202101326] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 04/20/2022] [Accepted: 04/20/2022] [Indexed: 12/21/2022] Open
Abstract
In this work, a systems biology approach identifies potentially dysregulated EMT signaling in CF (including the Hippo, Wnt, TGF-β, p53, and MYC pathways), integrated by YAP1 and TEAD4. Mutations in the CFTR anion channel cause cystic fibrosis (CF) and have also been related to higher cancer incidence. Previously we proposed that this is linked to an emerging role of functional CFTR in protecting against epithelial–mesenchymal transition (EMT). However, the pathways bridging dysfunctional CFTR to EMT remain elusive. Here, we applied systems biology to address this question. Our data show that YAP1 is aberrantly active in the presence of mutant CFTR, interacting with F508del, but not with wt-CFTR, and that YAP1 knockdown rescues F508del-CFTR processing and function. Subsequent analysis of YAP1 interactors and roles in cells expressing either wt- or F508del-CFTR reveal that YAP1 is an important mediator of the fibrotic/EMT processes in CF. Alongside, five main pathways emerge here as key in linking mutant CFTR to EMT, namely, (1) the Hippo pathway; (2) the Wnt pathway; (3) the TGFβ pathway; (4) the p53 pathway; and (5) MYC signaling. Several potential hub proteins which mediate the crosstalk among these pathways were also identified, appearing as potential therapeutic targets for both CF and cancer.
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Affiliation(s)
- Margarida C Quaresma
- BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Lisboa, Portugal
| | - Hugo M Botelho
- BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Lisboa, Portugal
| | - Ines Pankonien
- BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Lisboa, Portugal
| | - Cláudia S Rodrigues
- BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Lisboa, Portugal
| | - Madalena C Pinto
- BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Lisboa, Portugal
| | - Pau R Costa
- BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Lisboa, Portugal
| | - Aires Duarte
- BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Lisboa, Portugal
| | - Margarida D Amaral
- BioISI-Biosystems and Integrative Sciences Institute, Faculty of Sciences, University of Lisboa, Lisboa, Portugal
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6
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The Chromatin Architectural Protein CTCF Is Critical for Cell Survival upon Irradiation-Induced DNA Damage. Int J Mol Sci 2022; 23:ijms23073896. [PMID: 35409255 PMCID: PMC8999573 DOI: 10.3390/ijms23073896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 03/26/2022] [Accepted: 03/29/2022] [Indexed: 02/05/2023] Open
Abstract
CTCF is a nuclear protein initially discovered for its role in enhancer-promoter insulation. It has been shown to play a role in genome architecture and in fact, its DNA binding sites are enriched at the borders of chromatin domains. Recently, we showed that depletion of CTCF impairs the DNA damage response to ionizing radiation. To investigate the relationship between chromatin domains and DNA damage repair, we present here clonogenic survival assays in different cell lines upon CTCF knockdown and ionizing irradiation. The application of a wide range of ionizing irradiation doses (0–10 Gy) allowed us to investigate the survival response through a biophysical model that accounts for the double-strand breaks’ probability distribution onto chromatin domains. We demonstrate that the radiosensitivity of different cell lines is increased upon lowering the amount of the architectural protein. Our model shows that the deficiency in the DNA repair ability is related to the changes in the size of chromatin domains that occur when different amounts of CTCF are present in the nucleus.
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7
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Zhang J, Starkuviene V, Erfle H, Wang Z, Gunkel M, Zeng Z, Sticht C, Kan K, Rahbari N, Keese M. High-content analysis of microRNAs involved in the phenotype regulation of vascular smooth muscle cells. Sci Rep 2022; 12:3498. [PMID: 35241704 PMCID: PMC8894385 DOI: 10.1038/s41598-022-07280-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 02/02/2022] [Indexed: 11/11/2022] Open
Abstract
In response to vascular injury vascular smooth muscle cells (VSMCs) alternate between a differentiated (contractile) and a dedifferentiated (synthetic) state or phenotype. Although parts of the signaling cascade regulating the phenotypic switch have been described, the role of miRNAs is still incompletely understood. To systematically address this issue, we have established a microscopy-based quantitative assay and identified 23 miRNAs that induced contractile phenotypes when over-expressed. These were then correlated to miRNAs identified from RNA-sequencing when comparing cells in the contractile and synthetic states. Using both approaches, six miRNAs (miR-132-3p, miR-138-5p, miR-141-3p, miR-145-5p, miR-150-5p, and miR-22-3p) were filtered as candidates that induce the phenotypic switch from synthetic to contractile. To identify potentially common regulatory mechanisms of these six miRNAs, their predicted targets were compared with five miRNAs sharing ZBTB20, ZNF704, and EIF4EBP2 as common potential targets and four miRNAs sharing 16 common potential targets. The interaction network consisting of these 19 targets and additional 18 hub targets were created to facilitate validation of miRNA-mRNA interactions by suggesting the most plausible pairs. Furthermore, the information on drug candidates was integrated into the network to predict novel combinatorial therapies that encompass the complexity of miRNAs-mediated regulation. This is the first study that combines a phenotypic screening approach with RNA sequencing and bioinformatics to systematically identify miRNA-mediated pathways and to detect potential drug candidates to positively influence the phenotypic switch of VSMCs.
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Affiliation(s)
- Jian Zhang
- Chirurgische Klinik and European Center of Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,BioQuant, Heidelberg University, Heidelberg, Germany
| | - Vytaute Starkuviene
- BioQuant, Heidelberg University, Heidelberg, Germany. .,Institute of Biosciences, Vilnius University Life Sciences Center, Vilnius, Lithuania.
| | - Holger Erfle
- BioQuant, Heidelberg University, Heidelberg, Germany
| | - Zhaohui Wang
- Chirurgische Klinik and European Center of Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,BioQuant, Heidelberg University, Heidelberg, Germany
| | - Manuel Gunkel
- BioQuant, Heidelberg University, Heidelberg, Germany
| | - Ziwei Zeng
- Chirurgische Klinik and European Center of Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.,BioQuant, Heidelberg University, Heidelberg, Germany
| | - Carsten Sticht
- Medical Research Center, Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Kejia Kan
- Chirurgische Klinik and European Center of Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Nuh Rahbari
- Chirurgische Klinik and European Center of Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Michael Keese
- Chirurgische Klinik and European Center of Angioscience (ECAS), Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany.
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8
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Fote GM, Geller NR, Efstathiou NE, Hendricks N, Vavvas DG, Reidling JC, Thompson LM, Steffan JS. Isoform-dependent lysosomal degradation and internalization of apolipoprotein E requires autophagy proteins. J Cell Sci 2022; 135:jcs258687. [PMID: 34982109 PMCID: PMC8917355 DOI: 10.1242/jcs.258687] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 12/17/2021] [Indexed: 12/09/2022] Open
Abstract
The human apolipoprotein E4 isoform (APOE4) is the strongest genetic risk factor for late-onset Alzheimer's disease (AD), and lysosomal dysfunction has been implicated in AD pathogenesis. We found, by examining cells stably expressing each APOE isoform, that APOE4 increases lysosomal trafficking, accumulates in enlarged lysosomes and late endosomes, alters autophagic flux and the abundance of autophagy proteins and lipid droplets, and alters the proteomic contents of lysosomes following internalization. We investigated APOE-related lysosomal trafficking further in cell culture, and found that APOE from the post-Golgi compartment is degraded through autophagy. We found that this autophagic process requires the lysosomal membrane protein LAMP2 in immortalized neuron-like and hepatic cells, and in mouse brain tissue. Several macroautophagy-associated proteins were also required for autophagic degradation and internalization of APOE in hepatic cells. The dysregulated autophagic flux and lysosomal trafficking of APOE4 that we observed suggest a possible novel mechanism that might contribute to AD pathogenesis. This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- Gianna M. Fote
- UC Irvine Department of Biological Chemistry, 825 Health Sciences Road, Medical Sciences I, Room D240, UC Irvine School of Medicine, Irvine, CA 92697-1700, USA
| | - Nicolette R. Geller
- UC Irvine Department of Psychiatry and Human Behavior, Neuropsychiatric Center, UC Irvine Medical Center, 101 The City Drive South, Building 3, Route 88, Orange, CA 92868, USA
| | - Nikolaos E. Efstathiou
- Harvard Medical School Department of Ophthalmology, 243 Charles Street, Boston, MA 02114, USA
| | - Nathan Hendricks
- Institute for Integrative Genome Biology, UC Riverside, Eucalyptus Drive, Riverside, CA 92521, USA
| | - Demetrios G. Vavvas
- Harvard Medical School Department of Ophthalmology, 243 Charles Street, Boston, MA 02114, USA
| | - Jack C. Reidling
- UC Irvine MIND Institute, 2642 Biological Sciences III, Irvine, CA 92697-4545, USA
| | - Leslie M. Thompson
- UC Irvine Department of Biological Chemistry, 825 Health Sciences Road, Medical Sciences I, Room D240, UC Irvine School of Medicine, Irvine, CA 92697-1700, USA
- UC Irvine Department of Psychiatry and Human Behavior, Neuropsychiatric Center, UC Irvine Medical Center, 101 The City Drive South, Building 3, Route 88, Orange, CA 92868, USA
- UC Irvine MIND Institute, 2642 Biological Sciences III, Irvine, CA 92697-4545, USA
- UC Irvine Department of Neurobiology and Behavior, 2205 McGaugh Hall, Irvine, CA 92697, USA
| | - Joan S. Steffan
- UC Irvine Department of Psychiatry and Human Behavior, Neuropsychiatric Center, UC Irvine Medical Center, 101 The City Drive South, Building 3, Route 88, Orange, CA 92868, USA
- UC Irvine MIND Institute, 2642 Biological Sciences III, Irvine, CA 92697-4545, USA
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9
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Hoerth K, Eiermann N, Beneke J, Erfle H, Stoecklin G. Image-Based Screening for Stress Granule Regulators. Methods Mol Biol 2022; 2428:361-379. [PMID: 35171491 DOI: 10.1007/978-1-0716-1975-9_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Stress granule (SG)-based RNA interference (RNAi) screening is a powerful method to discover factors that control protein synthesis and aggregation, as well as regulators of SG assembly and disassembly. Here, we describe how to set up and optimize a large-scale siRNA screen, and give a detailed outline for the automated quantification of SGs as a visual readout. Hit evaluation via calculated Z scores provides a list of candidates for further in-depth studies.
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Affiliation(s)
- Katharina Hoerth
- Division of Biochemistry, Medical Faculty Mannheim, Mannheim Institute for Innate Immunoscience (MI3), Heidelberg University, Mannheim, Germany
- Center for Molecular Biology of Heidelberg University (ZMBH), German Cancer Research Center (DKFZ)-ZMBH Alliance, Heidelberg, Germany
| | - Nina Eiermann
- Division of Biochemistry, Medical Faculty Mannheim, Mannheim Institute for Innate Immunoscience (MI3), Heidelberg University, Mannheim, Germany
- Center for Molecular Biology of Heidelberg University (ZMBH), German Cancer Research Center (DKFZ)-ZMBH Alliance, Heidelberg, Germany
| | - Jürgen Beneke
- Advanced Biological Screening Facility, BioQuant, Heidelberg University, Heidelberg, Germany
- CellNetworks Cluster of Excellence, Heidelberg University, Heidelberg, Germany
| | - Holger Erfle
- Advanced Biological Screening Facility, BioQuant, Heidelberg University, Heidelberg, Germany
- CellNetworks Cluster of Excellence, Heidelberg University, Heidelberg, Germany
| | - Georg Stoecklin
- Division of Biochemistry, Medical Faculty Mannheim, Mannheim Institute for Innate Immunoscience (MI3), Heidelberg University, Mannheim, Germany.
- Center for Molecular Biology of Heidelberg University (ZMBH), German Cancer Research Center (DKFZ)-ZMBH Alliance, Heidelberg, Germany.
- CellNetworks Cluster of Excellence, Heidelberg University, Heidelberg, Germany.
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10
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Rare Trafficking CFTR Mutations Involve Distinct Cellular Retention Machineries and Require Different Rescuing Strategies. Int J Mol Sci 2021; 23:ijms23010024. [PMID: 35008443 PMCID: PMC8744605 DOI: 10.3390/ijms23010024] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 12/17/2021] [Accepted: 12/18/2021] [Indexed: 12/12/2022] Open
Abstract
Most of the ~2100 CFTR variants so far reported are very rare and still uncharacterized regarding their cystic fibrosis (CF) disease liability. Since some may respond to currently approved modulators, characterizing their defect and response to these drugs is essential. Here we aimed characterizing the defect associated with four rare missense (likely Class II) CFTR variants and assess their rescue by corrector drugs. We produced CFBE cell lines stably expressing CFTR with W57G, R560S, H1079P and Q1100P, assessed their effect upon CFTR expression and maturation and their rescue by VX-661/VX-445 correctors. Results were validated by forskolin-induced swelling assay (FIS) using intestinal organoids from individuals bearing these variants. Finally, knock-down (KD) of genes previously shown to rescue F508del-CFTR was assessed on these mutants. Results show that all the variants preclude the production of mature CFTR, confirming them as Class II mutations. None of the variants responded to VX-661 but the combination rescued H1079P- and Q1100P-CFTR. The KD of factors that correct F508del-CFTR retention only marginally rescued R560S- and H1079P-CFTR. Overall, data evidence that Class II mutations induce distinct molecular defects that are neither rescued by the same corrector compounds nor recognized by the same cellular machinery, thus requiring personalized drug discovery initiatives.
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11
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Liu K, Pan Y, Wang X, Ma T, Li B, Chu J. A low-cost self-dispersing method of droplet array generation enabled by a simple reusable mask for bioanalysis and bioassays. Anal Bioanal Chem 2021; 414:1141-1149. [PMID: 34779901 DOI: 10.1007/s00216-021-03739-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 10/09/2021] [Accepted: 10/15/2021] [Indexed: 11/27/2022]
Abstract
Discontinuous dewetting is an attractive technique that can produce droplet array of specific volume, geometry and at predefined location on a substrate. Droplet array has great potential in bioanalysis such as high-throughput live cell screening, digital PCR, and drug candidates. Here, we propose a self-dispersing droplet array generation method, which has advantages of low cost, simple operation, and easy large-area production ability. Droplet array of specific volumes was generated on a polymethyl methacrylate (PMMA) substrate using a simple reusable polyimide (PI) adhesive mask. Experiment shows that the generated droplet array can be used to successfully capture single particles which obeys Poisson distribution in a high-throughput manner. Furthermore, a droplet-array sandwiching chip was created based on the self-dispersion method for rapid detection of human serum albumin (HSA) at wide range of 183-11,712 μg/mL with low reagent consumption of 2.2 μL, demonstrating its potential applications in convenient high-throughput bioanalysis and bioassays.
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Affiliation(s)
- Kai Liu
- Department of Precision Machinery & Precision Instrumentation, University of Science & Technology of China, Hefei, 230027, Anhui, China
- Key Laboratory of Precision Scientific Instrumentation of Anhui Higher Education Institutes, University of Science and Technology of China, Hefei, 230027, Anhui, China
| | - Yang Pan
- Department of Precision Machinery & Precision Instrumentation, University of Science & Technology of China, Hefei, 230027, Anhui, China
- Key Laboratory of Precision Scientific Instrumentation of Anhui Higher Education Institutes, University of Science and Technology of China, Hefei, 230027, Anhui, China
| | - Xiaojie Wang
- Department of Precision Machinery & Precision Instrumentation, University of Science & Technology of China, Hefei, 230027, Anhui, China
- Key Laboratory of Precision Scientific Instrumentation of Anhui Higher Education Institutes, University of Science and Technology of China, Hefei, 230027, Anhui, China
| | - Tuo Ma
- Department of Precision Machinery & Precision Instrumentation, University of Science & Technology of China, Hefei, 230027, Anhui, China
- Key Laboratory of Precision Scientific Instrumentation of Anhui Higher Education Institutes, University of Science and Technology of China, Hefei, 230027, Anhui, China
| | - Baoqing Li
- Department of Precision Machinery & Precision Instrumentation, University of Science & Technology of China, Hefei, 230027, Anhui, China.
- Key Laboratory of Precision Scientific Instrumentation of Anhui Higher Education Institutes, University of Science and Technology of China, Hefei, 230027, Anhui, China.
| | - Jiaru Chu
- Department of Precision Machinery & Precision Instrumentation, University of Science & Technology of China, Hefei, 230027, Anhui, China
- Key Laboratory of Precision Scientific Instrumentation of Anhui Higher Education Institutes, University of Science and Technology of China, Hefei, 230027, Anhui, China
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12
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Zimoń M, Huang Y, Trasta A, Halavatyi A, Liu JZ, Chen CY, Blattmann P, Klaus B, Whelan CD, Sexton D, John S, Huber W, Tsai EA, Pepperkok R, Runz H. Pairwise effects between lipid GWAS genes modulate lipid plasma levels and cellular uptake. Nat Commun 2021; 12:6411. [PMID: 34741066 PMCID: PMC8571362 DOI: 10.1038/s41467-021-26761-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 10/09/2021] [Indexed: 12/27/2022] Open
Abstract
Complex traits are characterized by multiple genes and variants acting simultaneously on a phenotype. However, studying the contribution of individual pairs of genes to complex traits has been challenging since human genetics necessitates very large population sizes, while findings from model systems do not always translate to humans. Here, we combine genetics with combinatorial RNAi (coRNAi) to systematically test for pairwise additive effects (AEs) and genetic interactions (GIs) between 30 lipid genome-wide association studies (GWAS) genes. Gene-based burden tests from 240,970 exomes show that in carriers with truncating mutations in both, APOB and either PCSK9 or LPL ("human double knock-outs") plasma lipid levels change additively. Genetics and coRNAi identify overlapping AEs for 12 additional gene pairs. Overlapping GIs are observed for TOMM40/APOE with SORT1 and NCAN. Our study identifies distinct gene pairs that modulate plasma and cellular lipid levels primarily via AEs and nominates putative drug target pairs for improved lipid-lowering combination therapies.
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Affiliation(s)
- Magdalena Zimoń
- grid.4709.a0000 0004 0495 846XMolecular Medicine Partnership Unit (MMPU), University of Heidelberg/EMBL, Heidelberg, Germany ,Cell Biology and Biophysics Unit, European Molecular Biological Laboratory, Heidelberg, Germany
| | - Yunfeng Huang
- grid.417832.b0000 0004 0384 8146Translational Biology, Biogen Inc, Cambridge, MA USA
| | - Anthi Trasta
- grid.4709.a0000 0004 0495 846XMolecular Medicine Partnership Unit (MMPU), University of Heidelberg/EMBL, Heidelberg, Germany ,Cell Biology and Biophysics Unit, European Molecular Biological Laboratory, Heidelberg, Germany
| | - Aliaksandr Halavatyi
- Advanced Light Microscopy Facility (ALMF), European Molecular Biological Laboratory, Heidelberg, Germany
| | - Jimmy Z. Liu
- grid.417832.b0000 0004 0384 8146Translational Biology, Biogen Inc, Cambridge, MA USA
| | - Chia-Yen Chen
- grid.417832.b0000 0004 0384 8146Translational Biology, Biogen Inc, Cambridge, MA USA ,grid.32224.350000 0004 0386 9924Psychiatric and Neurodevelopmental Genetics Unit, Mass General Hospital, Boston, MA USA
| | - Peter Blattmann
- grid.4709.a0000 0004 0495 846XMolecular Medicine Partnership Unit (MMPU), University of Heidelberg/EMBL, Heidelberg, Germany ,Cell Biology and Biophysics Unit, European Molecular Biological Laboratory, Heidelberg, Germany ,grid.508389.f0000 0004 6414 2411Idorsia Pharmaceuticals Ltd, Basel, Switzerland
| | - Bernd Klaus
- Genome Biology Unit, European Molecular Biological Laboratory, Heidelberg, Germany
| | - Christopher D. Whelan
- grid.417832.b0000 0004 0384 8146Translational Biology, Biogen Inc, Cambridge, MA USA
| | - David Sexton
- grid.417832.b0000 0004 0384 8146Translational Biology, Biogen Inc, Cambridge, MA USA
| | - Sally John
- grid.417832.b0000 0004 0384 8146Translational Biology, Biogen Inc, Cambridge, MA USA
| | - Wolfgang Huber
- Genome Biology Unit, European Molecular Biological Laboratory, Heidelberg, Germany
| | - Ellen A. Tsai
- grid.417832.b0000 0004 0384 8146Translational Biology, Biogen Inc, Cambridge, MA USA
| | - Rainer Pepperkok
- grid.4709.a0000 0004 0495 846XMolecular Medicine Partnership Unit (MMPU), University of Heidelberg/EMBL, Heidelberg, Germany ,Cell Biology and Biophysics Unit, European Molecular Biological Laboratory, Heidelberg, Germany ,Advanced Light Microscopy Facility (ALMF), European Molecular Biological Laboratory, Heidelberg, Germany
| | - Heiko Runz
- grid.4709.a0000 0004 0495 846XMolecular Medicine Partnership Unit (MMPU), University of Heidelberg/EMBL, Heidelberg, Germany ,grid.417832.b0000 0004 0384 8146Translational Biology, Biogen Inc, Cambridge, MA USA
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13
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Tang M, Hattori Y. Effect of using amino acids in the freeze-drying of siRNA lipoplexes on gene knockdown in cells after reverse transfection. Biomed Rep 2021; 15:72. [PMID: 34405044 DOI: 10.3892/br.2021.1448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 06/25/2021] [Indexed: 11/06/2022] Open
Abstract
Recently, small interfering RNA (siRNA)/cationic liposome complexes (siRNA lipoplexes) have become a crucial research tool for studying gene function. Easy and reliable siRNA transfection with a large set of siRNAs is required for the successful screening of gene function. Reverse (Rev)-transfection with freeze-dried siRNA lipoplexes is validated for siRNA transfection with a large set of siRNAs in a multi-well plate. In our previous study, it was shown that Rev-transfection with siRNA lipoplexes freeze-dried in disaccharides or trisaccharides resulted in long-term stability with a high level of gene-knockdown activity. In the present study, the effects of amino acids used as cryoprotectants in the freeze-drying of siRNA lipoplexes on gene knockdown via Rev-transfection were assessed. A total of 15 types of amino acids were used to prepare freeze-dried siRNA lipoplexes, and it was found that the freeze-drying of siRNA lipoplexes with amino acid concentrations >100 mM strongly suppressed targeted gene expression regardless of the amino acid type; however, some amino acids strongly upregulated or downregulated gene expression in the cells transfected with negative control siRNA. Amongst the amino acids tested, the presence of asparagine showed specific gene-knockdown activity, forming large cakes after freeze-drying and retaining a favorable siRNA lipoplex size after rehydration. These findings provide valuable information regarding amino acids as cryoprotectants for Rev-transfection using freeze-dried siRNA lipoplexes for the efficient delivery of siRNA into cells.
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Affiliation(s)
- Min Tang
- Department of Molecular Pharmaceutics, Hoshi University, Tokyo 142-8501, Japan
| | - Yoshiyuki Hattori
- Department of Molecular Pharmaceutics, Hoshi University, Tokyo 142-8501, Japan
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14
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Kaipa JM, Starkuviene V, Erfle H, Eils R, Gladilin E. Transcriptome profiling reveals Silibinin dose-dependent response network in non-small lung cancer cells. PeerJ 2020; 8:e10373. [PMID: 33362957 PMCID: PMC7749657 DOI: 10.7717/peerj.10373] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 10/26/2020] [Indexed: 12/20/2022] Open
Abstract
Silibinin (SIL), a natural flavonolignan from the milk thistle (Silybum marianum), is known to exhibit remarkable hepatoprotective, antineoplastic and EMT inhibiting effects in different cancer cells by targeting multiple molecular targets and pathways. However, the predominant majority of previous studies investigated effects of this phytocompound in a one particular cell line. Here, we carry out a systematic analysis of dose-dependent viability response to SIL in five non-small cell lung cancer (NSCLC) lines that gradually differ with respect to their intrinsic EMT stage. By correlating gene expression profiles of NSCLC cell lines with the pattern of their SIL IC50 response, a group of cell cycle, survival and stress responsive genes, including some prominent targets of STAT3 (BIRC5, FOXM1, BRCA1), was identified. The relevancy of these computationally selected genes to SIL viability response of NSCLC cells was confirmed by the transient knockdown test. In contrast to other EMT-inhibiting compounds, no correlation between the SIL IC50 and the intrinsic EMT stage of NSCLC cells was observed. Our experimental results show that SIL viability response of differently constituted NSCLC cells is linked to a subnetwork of tightly interconnected genes whose transcriptomic pattern can be used as a benchmark for assessment of individual SIL sensitivity instead of the conventional EMT signature. Insights gained in this study pave the way for optimization of customized adjuvant therapy of malignancies using Silibinin.
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Affiliation(s)
- Jagan Mohan Kaipa
- Helmholtz Center for Infection Research, Braunschweig, Germany.,BioQuant, University Heidelberg, Heidelberg, Germany.,Theoretical Bioinformatics, German Cancer Research Center, Heidelberg, Germany
| | - Vytaute Starkuviene
- BioQuant, University Heidelberg, Heidelberg, Germany.,Institute of Biosciences, Vilnius University Life Science Center, Vilnius, Lithuania
| | - Holger Erfle
- BioQuant, University Heidelberg, Heidelberg, Germany
| | - Roland Eils
- Center for Digital Health, Berlin Institute of Health and Charité Universitätsmedizin Berlin, Berlin, Germany.,Health Data Science Unit, Heidelberg University Hospital, Heidelberg, Germany
| | - Evgeny Gladilin
- BioQuant, University Heidelberg, Heidelberg, Germany.,Leibniz Institute of Plant Genetics and Crop Plant Research, Seeland, Germany.,Applied Bioinformatics, German Cancer Research Center, Heidelberg, Germany
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15
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Tang M, Hu S, Hattori Y. Effect of pre‑freezing and saccharide types in freeze‑drying of siRNA lipoplexes on gene‑silencing effects in the cells by reverse transfection. Mol Med Rep 2020; 22:3233-3244. [PMID: 32945442 PMCID: PMC7453497 DOI: 10.3892/mmr.2020.11419] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2020] [Accepted: 07/02/2020] [Indexed: 11/15/2022] Open
Abstract
Our previous study reported that reverse (Rev)-transfection with small interfering RNA (siRNA)/cationic liposome complexes (siRNA lipoplexes) freeze-dried in trehalose or sucrose solution resulted in high gene-silencing activity in cells. The current study investigated whether pre-freezing or saccharide types present during the freeze-drying of siRNA lipoplexes affected gene-silencing in cells after Rev-transfection. Three types of cationic cholesterol derivatives and three types of dialkyl or trialkyl cationic lipids were used for the preparation of cationic liposomes. Additionally, six types of siRNA lipoplexes were vacuum-dried in trehalose or sucrose solution without a pre-freezing process in multi-well plates. A strong gene-silencing activity after Rev-transfection was observed regardless of the cationic lipid types in the cationic liposomes. It was also investigated whether saccharide types in the freeze-drying of siRNA lipoplexes affected gene-silencing after Rev-transfection. siRNA lipoplexes freeze-dried in monosaccharides (glucose, fructose, galactose or mannose), disaccharides (maltose, lactose, lactulose or cellobiose) and trisaccharide solution (raffinose or melezitose) demonstrated high gene-silencing activity. However, following Rev-transfection with siRNA lipoplexes freeze-dried in monosaccharides or trisaccharides, certain saccharides induced cytotoxicity and/or off-target effects. The results of the current study indicated that disaccharides may be suitable for the preparation of vacuum-dried or freeze-dried siRNA lipoplexes for Rev-transfection.
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Affiliation(s)
- Min Tang
- Department of Molecular Pharmaceutics, Hoshi University, Shinagawa, Tokyo 142‑8501, Japan
| | - Subin Hu
- Department of Molecular Pharmaceutics, Hoshi University, Shinagawa, Tokyo 142‑8501, Japan
| | - Yoshiyuki Hattori
- Department of Molecular Pharmaceutics, Hoshi University, Shinagawa, Tokyo 142‑8501, Japan
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16
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Mendrek B, Fus-Kujawa A, Teper P, Botor M, Kubacki J, Sieroń AL, Kowalczuk A. Star polymer-based nanolayers with immobilized complexes of polycationic stars and DNA for deposition gene delivery and recovery of intact transfected cells. Int J Pharm 2020; 589:119823. [PMID: 32861771 DOI: 10.1016/j.ijpharm.2020.119823] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 07/31/2020] [Accepted: 08/24/2020] [Indexed: 12/31/2022]
Abstract
We designed a novel thermoresponsive system of nanolayers composed of star poly[oligo(ethylene glycol) methacrylate]s (S-POEGMA) covalently bonded to a solid support and covered with polyplexes of cationic star polymers and plasmid DNA (pDNA). S-POEGMA stars were attached to the solid support via a UV-mediated "grafting to" method. To the best of our knowledge, for the first time, the conformational changes of obtained star nanolayers, occurring with changes in temperature, were studied using a quartz crystal microbalance technique. Next, the polyplexes of star poly[N,N'-dimethylaminoethyl methacrylate-ran-di(ethylene glycol) methacrylate] (S-P(DMAEMA-DEGMA)) with pDNA, exhibiting a phase transition temperature (TCP) in culture medium DMEM, were deposited on S-POEGMA layers when the temperature increased above the TCP of polyplex. The thermoresponsivity of the system was then the main mechanism for controlling the adhesion, proliferation, transfection and detachment of HT-1080 cells. The nanolayers promoted the effective cell culture and delivered nucleic acids into cells, with a transfection efficiency several times higher than that of the control. The detachment of the transfected cells was regulated only by the change of temperature. The studies demonstrated that we obtained a novel and effective system, based on a star polymer architecture, useful for gene delivery and tissue engineering applications.
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Affiliation(s)
- Barbara Mendrek
- Centre of Polymer and Carbon Materials, Polish Academy of Sciences, M. Curie-Sklodowskiej 34, 41-819 Zabrze, Poland
| | - Agnieszka Fus-Kujawa
- Department of Molecular Biology and Genetics, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Medykow 18 Street, 40-752 Katowice, Poland
| | - Paulina Teper
- Centre of Polymer and Carbon Materials, Polish Academy of Sciences, M. Curie-Sklodowskiej 34, 41-819 Zabrze, Poland
| | - Malwina Botor
- Department of Molecular Biology and Genetics, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Medykow 18 Street, 40-752 Katowice, Poland
| | - Jerzy Kubacki
- A. Chelkowski Institute of Physics, University of Silesia, Uniwersytecka 4, 40-007 Katowice, Poland; Silesian Center for Education and Interdisciplinary Research, 75 Pulku Piechoty 1A, 41-500 Chorzów, Poland
| | - Aleksander L Sieroń
- Department of Molecular Biology and Genetics, Faculty of Medical Sciences in Katowice, Medical University of Silesia, Katowice, Medykow 18 Street, 40-752 Katowice, Poland
| | - Agnieszka Kowalczuk
- Centre of Polymer and Carbon Materials, Polish Academy of Sciences, M. Curie-Sklodowskiej 34, 41-819 Zabrze, Poland.
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17
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Werley CA, Boccardo S, Rigamonti A, Hansson EM, Cohen AE. Multiplexed Optical Sensors in Arrayed Islands of Cells for multimodal recordings of cellular physiology. Nat Commun 2020; 11:3881. [PMID: 32753572 PMCID: PMC7403318 DOI: 10.1038/s41467-020-17607-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Accepted: 07/07/2020] [Indexed: 11/29/2022] Open
Abstract
Cells typically respond to chemical or physical perturbations via complex signaling cascades which can simultaneously affect multiple physiological parameters, such as membrane voltage, calcium, pH, and redox potential. Protein-based fluorescent sensors can report many of these parameters, but spectral overlap prevents more than ~4 modalities from being recorded in parallel. Here we introduce the technique, MOSAIC, Multiplexed Optical Sensors in Arrayed Islands of Cells, where patterning of fluorescent sensor-encoding lentiviral vectors with a microarray printer enables parallel recording of multiple modalities. We demonstrate simultaneous recordings from 20 sensors in parallel in human embryonic kidney (HEK293) cells and in human induced pluripotent stem cell-derived cardiomyocytes (hiPSC-CMs), and we describe responses to metabolic and pharmacological perturbations. Together, these results show that MOSAIC can provide rich multi-modal data on complex physiological responses in multiple cell types.
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Affiliation(s)
- Christopher A Werley
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, 02138, USA
- Q-State Biosciences, Cambridge, MA, 02139, USA
| | - Stefano Boccardo
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, 02138, USA
- Nobel Biocare AG, Kloten, Switzerland
| | - Alessandra Rigamonti
- Integrated Cardio Metabolic Centre, Department of Medicine Huddinge, Karolinska Institute, Huddinge, Sweden
| | - Emil M Hansson
- Integrated Cardio Metabolic Centre, Department of Medicine Huddinge, Karolinska Institute, Huddinge, Sweden
- Department of Stem Cell and Regenerative Biology, Harvard University, Cambridge, MA, 02138, USA
| | - Adam E Cohen
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, 02138, USA.
- Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA.
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18
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Cortese M, Kumar A, Matula P, Kaderali L, Scaturro P, Erfle H, Acosta EG, Buehler S, Ruggieri A, Chatel-Chaix L, Rohr K, Bartenschlager R. Reciprocal Effects of Fibroblast Growth Factor Receptor Signaling on Dengue Virus Replication and Virion Production. Cell Rep 2020; 27:2579-2592.e6. [PMID: 31141684 DOI: 10.1016/j.celrep.2019.04.105] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Revised: 03/27/2019] [Accepted: 04/23/2019] [Indexed: 12/11/2022] Open
Abstract
Dengue virus (DENV) is a human arboviral pathogen accounting for 390 million infections every year. The available vaccine has limited efficacy, and DENV-specific drugs have not been generated. To better understand DENV-host cell interaction, we employed RNA interference-based screening of the human kinome and identified fibroblast growth factor receptor 4 (FGFR4) to control the DENV replication cycle. Pharmacological inhibition of FGFR exerts a reciprocal effect by reducing DENV RNA replication and promoting the production of infectious virus particles. Addressing the latter effect, we found that the FGFR signaling pathway modulates intracellular distribution of DENV particles in a PI3K-dependent manner. Upon FGFR inhibition, virions accumulate in the trans-Golgi network compartment, where they undergo enhanced maturation cleavage of the envelope protein precursor membrane (prM), rendering virus particles more infectious. This study reveals an unexpected reciprocal role of a cellular receptor tyrosine kinase regulating DENV RNA replication and the production of infectious virions.
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Affiliation(s)
- Mirko Cortese
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Im Neuenheimer Feld 344, Heidelberg 69120, Germany
| | - Anil Kumar
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Im Neuenheimer Feld 344, Heidelberg 69120, Germany
| | - Petr Matula
- Biomedical Computer Vision Group, Heidelberg University, BioQuant, IPMB, and German Cancer Research Center, Im Neuenheimer Feld 267, Heidelberg 69120, Germany
| | - Lars Kaderali
- ViroQuant Research Group Modeling, BioQuant, Heidelberg University, Heidelberg, Germany
| | - Pietro Scaturro
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Im Neuenheimer Feld 344, Heidelberg 69120, Germany
| | - Holger Erfle
- Advanced Biological Screening Facility, BioQuant, Heidelberg University, Heidelberg 69120, Germany
| | - Eliana Gisela Acosta
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Im Neuenheimer Feld 344, Heidelberg 69120, Germany
| | - Sandra Buehler
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Im Neuenheimer Feld 344, Heidelberg 69120, Germany
| | - Alessia Ruggieri
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Im Neuenheimer Feld 344, Heidelberg 69120, Germany
| | - Laurent Chatel-Chaix
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Im Neuenheimer Feld 344, Heidelberg 69120, Germany; Institut National de la Recherche Scientifique, Institut Armand-Frappier, 531, Boulevard des Prairies Laval, Québec, QC H7V 1B7, Canada
| | - Karl Rohr
- Biomedical Computer Vision Group, Heidelberg University, BioQuant, IPMB, and German Cancer Research Center, Im Neuenheimer Feld 267, Heidelberg 69120, Germany
| | - Ralf Bartenschlager
- Department of Infectious Diseases, Molecular Virology, Heidelberg University, Im Neuenheimer Feld 344, Heidelberg 69120, Germany; German Center for Infection Research, Heidelberg Partner Site, Im Neuenheimer Feld 344, Heidelberg 69120, Germany.
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19
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Nguyen DHK, Bazaka O, Bazaka K, Crawford RJ, Ivanova EP. Three-Dimensional Hierarchical Wrinkles on Polymer Films: From Chaotic to Ordered Antimicrobial Topographies. Trends Biotechnol 2020; 38:558-571. [PMID: 32302580 DOI: 10.1016/j.tibtech.2019.12.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Revised: 11/22/2019] [Accepted: 12/06/2019] [Indexed: 12/11/2022]
Abstract
Microbial contamination of polymer surfaces has become a significant challenge in domestic, industrial, and biomedical applications. Recent progress in our understanding of how topographical features of different length scales can be used to effectively and selectively control the attachment and proliferation of different cell types has provided an alternative strategy for imparting antibacterial activity to these surfaces. Among the well-recognized engineered models of antibacterial surface topographies, self-organized wrinkles have shown particular promise with respect to their antimicrobial characteristics. Here, we critically review the mechanisms by which wrinkles form on the surface of different types of polymer material and how they interact with various biomolecules and cell types. We also discuss the feasibility of using this antimicrobial strategy in real-life biomedical applications.
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Affiliation(s)
- Duy H K Nguyen
- School of Science, College of Science, Engineering and Health, RMIT University, Melbourne 3000, VIC, Australia
| | - Olha Bazaka
- School of Science, College of Science, Engineering and Health, RMIT University, Melbourne 3000, VIC, Australia
| | - Kateryna Bazaka
- Research School of Electrical Energy and Materials Engineering, College of Engineering and Computer Science, The Australian National University, Canberra ACT 2600, Australia
| | - Russell J Crawford
- School of Science, College of Science, Engineering and Health, RMIT University, Melbourne 3000, VIC, Australia
| | - Elena P Ivanova
- School of Science, College of Science, Engineering and Health, RMIT University, Melbourne 3000, VIC, Australia.
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20
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Roa Linares VC, Gallego Gómez JC. La pérdida de función de la quinasa dependiente de ciclina 5 (CDK5) altera el citoesqueleto y reduce la infección in vitro por el virus del dengue 2. ACTA BIOLÓGICA COLOMBIANA 2019. [DOI: 10.15446/abc.v24n3.79347] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
La quinasa dependiente de ciclina 5 (CDK5) regula diversas funciones en neuronas, células endoteliales y epiteliales, entre ellas la dinámica del citoesqueleto. Así mismo, se ha reportado que componentes del citoesqueleto, tales como, filamentos de actina y microtúbulos juegan un rol importante durante la infección por el virus dengue (DENV). El objetivo del presente trabajo fue evaluar por dos métodos, inhibición química y silenciamiento génico, la participación de CDK5 durante la infección por DENV-2. La actividad antiviral de roscovitina fue evaluada usando ensayos de Unidades Formadoras de Placa (PFU). La eficiencia de transfección y el silenciamiento de CDK5, empleando miARNs artificiales, se determinó por citometría de flujo. El efecto sobre la proteína de envoltura viral y elementos del citoesqueleto se evidenció mediante microscopia avanzada de fluorescencia y análisis de imágenes. Roscovitina mostró actividad antiviral en etapas pre y post-infectivas en una forma dependiente de la dosis. El tratamiento con roscovitina y miRCDK5 mostró ser efectivo reduciendo la cantidad de CDK5 en células no infectadas. En células infectadas y transfectadas con miRCDK5, así como tratadas con el inhibidor, se observó una reducción significativa de la proteína de envoltura viral; sin embargo, no se encontró reducción significativa de CDK5. Además, el tratamiento con roscovitina indujo cambios celulares morfológicos evidentes en células infectadas. Los resultados indican la potencial participación de CDK5 durante la infección por DENV-2, posiblemente mediando la traducción proteica o la replicación del genoma viral a través de la regulación de la dinámica del citoesqueleto. Se requieren datos adicionales para esclarecer la mecanística del fenómeno usando métodos alternativos.
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21
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Hattori Y, Hu S, Onishi H. Effects of cationic lipids in cationic liposomes and disaccharides in the freeze-drying of siRNA lipoplexes on gene silencing in cells by reverse transfection. J Liposome Res 2019; 30:235-245. [DOI: 10.1080/08982104.2019.1630643] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Affiliation(s)
- Yoshiyuki Hattori
- Department of Drug Delivery Research, Hoshi University, Tokyo, Japan
| | - Subin Hu
- Department of Drug Delivery Research, Hoshi University, Tokyo, Japan
| | - Hiraku Onishi
- Department of Drug Delivery Research, Hoshi University, Tokyo, Japan
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22
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Zhang J, Hu Y, Wang X, Liu P, Chen X. High-Throughput Platform for Efficient Chemical Transfection, Virus Packaging, and Transduction. MICROMACHINES 2019; 10:mi10060387. [PMID: 31185602 PMCID: PMC6631631 DOI: 10.3390/mi10060387] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2019] [Revised: 05/28/2019] [Accepted: 05/31/2019] [Indexed: 01/22/2023]
Abstract
Intracellular gene delivery is normally required to study gene functions. A versatile platform able to perform both chemical transfection and viral transduction to achieve efficient gene modification in most cell types is needed. Here we demonstrated that high throughput chemical transfection, virus packaging, and transduction can be conducted efficiently on our previously developed superhydrophobic microwell array chip (SMAR-chip). A total of 169 chemical transfections were successfully performed on the chip in physically separated microwells through a few simple steps, contributing to the convenience of DNA delivery and media change on the SMAR-chip. Efficiencies comparable to the traditional transfection in multi-well plates (~65%) were achieved while the manual operations were largely reduced. Two transfection procedures, the dry method amenable for the long term storage of the transfection material and the wet method for higher efficiencies were developed. Multiple transfections in a scheduled manner were performed to further increase the transfection efficiencies or deliver multiple genes at different time points. In addition, high throughput virus packaging integrated with target cell transduction were also proved which resulted in a transgene expression efficiency of >70% in NIH 3T3 cells. In summary, the SMAR-chip based high throughput gene delivery is efficient and versatile, which can be used for large scale genetic modifications in a variety of cell types.
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Affiliation(s)
- Jianxiong Zhang
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China.
| | - Yawei Hu
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China.
| | - Xiaoqing Wang
- Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, School of Biological Science and Medical Engineering, Beihang University, Beijing 100083, China.
| | - Peng Liu
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Beijing 100084, China.
| | - Xiaofang Chen
- Key Laboratory for Biomechanics and Mechanobiology of Ministry of Education, School of Biological Science and Medical Engineering, Beihang University, Beijing 100083, China.
- Beijing Advanced Innovation Centre for Biomedical Engineering, Beihang University, Beijing 100083, China.
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23
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Wang J, Ren KF, Gao YF, Zhang H, Huang WP, Qian HL, Xu ZK, Ji J. Photothermal Spongy Film for Enhanced Surface-Mediated Transfection to Primary Cells. ACS APPLIED BIO MATERIALS 2019; 2:2676-2684. [DOI: 10.1021/acsabm.9b00358] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Jing Wang
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
| | - Ke-Feng Ren
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
| | - Yi-Fan Gao
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
| | - He Zhang
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
| | - Wei-Pin Huang
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
| | - Hong-Lin Qian
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
| | - Zhi-Kang Xu
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
| | - Jian Ji
- MOE Key Laboratory of Macromolecule Synthesis and Functionalization, Department of Polymer Science and Engineering, Zhejiang University, Hangzhou 310027, P. R. China
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24
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Gao L, Hu Y, Tian Y, Fan Z, Wang K, Li H, Zhou Q, Zeng G, Hu X, Yu L, Zhou S, Tong X, Huang H, Chen H, Liu Q, Liu W, Zhang G, Zeng M, Zhou G, He Q, Ji H, Chen L. Lung cancer deficient in the tumor suppressor GATA4 is sensitive to TGFBR1 inhibition. Nat Commun 2019; 10:1665. [PMID: 30971692 PMCID: PMC6458308 DOI: 10.1038/s41467-019-09295-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2017] [Accepted: 02/05/2019] [Indexed: 12/20/2022] Open
Abstract
Lung cancer is the leading cause of cancer-related deaths worldwide. Tumor suppressor genes remain to be systemically identified for lung cancer. Through the genome-wide screening of tumor-suppressive transcription factors, we demonstrate here that GATA4 functions as an essential tumor suppressor in lung cancer in vitro and in vivo. Ectopic GATA4 expression results in lung cancer cell senescence. Mechanistically, GATA4 upregulates multiple miRNAs targeting TGFB2 mRNA and causes ensuing WNT7B downregulation and eventually triggers cell senescence. Decreased GATA4 level in clinical specimens negatively correlates with WNT7B or TGF-β2 level and is significantly associated with poor prognosis. TGFBR1 inhibitors show synergy with existing therapeutics in treating GATA4-deficient lung cancers in genetically engineered mouse model as well as patient-derived xenograft (PDX) mouse models. Collectively, our work demonstrates that GATA4 functions as a tumor suppressor in lung cancer and targeting the TGF-β signaling provides a potential way for the treatment of GATA4-deficient lung cancer. The tumor suppressor GATA4 is frequently epigenetically silenced in lung cancer. In this study, Gao et al. demonstrate that GATA4 regulates the expression of TGFBR2 and that TGFRB1 inhibitors can synergise with chemotherapeutics to inhibit the growth of GATA4-deficient tumors in mice.
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Affiliation(s)
- Lei Gao
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China.,College of Life Sciences, Beijing Normal University, 100875, Beijing, China
| | - Yong Hu
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China
| | - Yahui Tian
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China
| | - Zhenzhen Fan
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China.,College of Biological Sciences, China Agricultural University, 100094, Beijing, China
| | - Kun Wang
- Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, 100190, Beijing, China
| | - Hongdan Li
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China
| | - Qian Zhou
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China
| | - Guandi Zeng
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China
| | - Xin Hu
- The University of Texas Health Science Center at Houston (UTHealth), 2450 Holcombe Blvd., Suite 1, Houston, TX, 77021, USA
| | - Lei Yu
- Beijing Tongren Hospital, Capital Medical University, 100730, Beijing, China
| | - Shiyu Zhou
- State Key Laboratory of Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China.,CAS Center for Excellence in Molecular Cell Science, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China.,Innovation Center for Cell Signaling Network, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China
| | - Xinyuan Tong
- State Key Laboratory of Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China.,CAS Center for Excellence in Molecular Cell Science, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China.,Innovation Center for Cell Signaling Network, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Hsinyi Huang
- State Key Laboratory of Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China.,CAS Center for Excellence in Molecular Cell Science, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China.,Innovation Center for Cell Signaling Network, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China
| | - Haiquan Chen
- Department of Thoracic Surgery, Fudan University Shanghai Cancer Center, 200032, Shanghai, China
| | - Qingsong Liu
- High Magnetic Field Laboratory, Chinese Academy of Sciences, 230031, Hefei, Anhui, China
| | - Wanting Liu
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China
| | - Gong Zhang
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China
| | - Musheng Zeng
- Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, China
| | - Guangbiao Zhou
- State Key Laboratory of Molecular Oncology, National Cancer Center/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, 100021, Beijing, China
| | - Qingyu He
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China.
| | - Hongbin Ji
- State Key Laboratory of Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China. .,CAS Center for Excellence in Molecular Cell Science, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China. .,Innovation Center for Cell Signaling Network, Institute of Biochemistry and Cell Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, 200031, Shanghai, China. .,School of Life Science and Technology, Shanghai Tech University, 200120, Shanghai, China.
| | - Liang Chen
- Key Laboratory of Functional Protein Research of Guangdong Higher Education, Institute of Life and Health Engineering, College of Life Science and Technology, Jinan University, 510632, Guangzhou, China.
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25
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Pervasive Protein Thermal Stability Variation during the Cell Cycle. Cell 2018; 173:1495-1507.e18. [PMID: 29706546 PMCID: PMC5998384 DOI: 10.1016/j.cell.2018.03.053] [Citation(s) in RCA: 125] [Impact Index Per Article: 20.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2017] [Revised: 01/18/2018] [Accepted: 03/21/2018] [Indexed: 11/21/2022]
Abstract
Quantitative mass spectrometry has established proteome-wide regulation of protein abundance and post-translational modifications in various biological processes. Here, we used quantitative mass spectrometry to systematically analyze the thermal stability and solubility of proteins on a proteome-wide scale during the eukaryotic cell cycle. We demonstrate pervasive variation of these biophysical parameters with most changes occurring in mitosis and G1. Various cellular pathways and components vary in thermal stability, such as cell-cycle factors, polymerases, and chromatin remodelers. We demonstrate that protein thermal stability serves as a proxy for enzyme activity, DNA binding, and complex formation in situ. Strikingly, a large cohort of intrinsically disordered and mitotically phosphorylated proteins is stabilized and solubilized in mitosis, suggesting a fundamental remodeling of the biophysical environment of the mitotic cell. Our data represent a rich resource for cell, structural, and systems biologists interested in proteome regulation during biological transitions.
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26
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Wang JTH. Course-based undergraduate research experiences in molecular biosciences-patterns, trends, and faculty support. FEMS Microbiol Lett 2018; 364:4033031. [PMID: 28859321 DOI: 10.1093/femsle/fnx157] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2017] [Accepted: 07/21/2017] [Indexed: 12/20/2022] Open
Abstract
Inquiry-driven learning, research internships and course-based undergraduate research experiences all represent mechanisms through which educators can engage undergraduate students in scientific research. In life sciences education, the benefits of undergraduate research have been thoroughly evaluated, but limitations in infrastructure and training can prevent widespread uptake of these practices. It is not clear how faculty members can integrate complex laboratory techniques and equipment into their unique context, while finding the time and resources to implement undergraduate research according to best practice guidelines. This review will go through the trends and patterns in inquiry-based undergraduate life science projects with particular emphasis on molecular biosciences-the research-aligned disciplines of biochemistry, molecular cell biology, microbiology, and genomics and bioinformatics. This will provide instructors with an overview of the model organisms, laboratory techniques and research questions that are adaptable for semester-long projects, and serve as starting guidelines for course-based undergraduate research.
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Affiliation(s)
- Jack T H Wang
- School of Chemistry and Molecular Biosciences, The University of Queensland, Brisbane, QLD 4072, Australia
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27
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Harada N, Yoda Y, Yotsumoto Y, Masuda T, Takahashi Y, Katsuki T, Kai K, Shiraki N, Inui H, Yamaji R. Androgen signaling expands β-cell mass in male rats and β-cell androgen receptor is degraded under high-glucose conditions. Am J Physiol Endocrinol Metab 2018; 314:E274-E286. [PMID: 29138225 DOI: 10.1152/ajpendo.00211.2017] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
A deficient pancreatic β-cell mass increases the risk of type 2 diabetes mellitus. Here, we investigated the effects of testosterone on the development of pancreatic β-cell mass in male rats. The β-cell mass of male rats castrated at 6 wk of age was reduced to ~30% of that of control rats at 16 wk of age, and castration caused glucose intolerance. Loss of β-cell mass occurred because of decreases in islet density per pancreas and β-cell cluster size. Castration was negatively associated with the number of Ki-67-positive β-cells and positively associated with the number of TUNEL-positive β-cells. These β-cell changes could be prevented by testosterone treatment. In contrast, castration did not affect β-cell mass in male mice. Androgen receptor (AR) localized differently in mouse and rat β-cells. Testosterone enhanced the viability of INS-1 and INS-1 #6, which expresses high levels of AR, in rat β-cell lines. siRNA-mediated AR knockdown or AR antagonism with hydroxyflutamide attenuated this enhancement. Moreover, testosterone did not stimulate INS-1 β-cell viability under high d-glucose conditions. In INS-1 β-cells, d-glucose dose dependently (5.5-22.2 mM) downregulated AR protein levels both in the presence and absence of testosterone. The intracellular calcium chelator (BAPTA-AM) could prevent this decrease in AR expression. AR levels were also reduced by a calcium ionophore (A23187), but not by insulin, in the absence of the proteasome inhibitor MG132. Our results indicate that testosterone regulates β-cell mass, at least in part, by AR activation in the β-cells of male rats and that the β-cell AR is degraded under hyperglycemic conditions.
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Affiliation(s)
- Naoki Harada
- Division of Applied Life Sciences, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka , Japan
| | - Yasuhiro Yoda
- Division of Applied Life Sciences, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka , Japan
| | - Yusuke Yotsumoto
- Division of Applied Life Sciences, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka , Japan
| | - Tatsuya Masuda
- Division of Applied Life Sciences, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka , Japan
| | - Yuji Takahashi
- Division of Applied Life Sciences, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka , Japan
| | - Takahiro Katsuki
- Division of Applied Life Sciences, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka , Japan
| | - Kenji Kai
- Division of Applied Life Sciences, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka , Japan
| | - Nobuaki Shiraki
- Department of Life Science and Technology, School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, Kanagawa , Japan
| | - Hiroshi Inui
- Division of Clinical Nutrition, Graduate School of Comprehensive Rehabilitation, Osaka Prefecture University, Habikino, Osaka , Japan
| | - Ryoichi Yamaji
- Division of Applied Life Sciences, Graduate School of Life and Environmental Sciences, Osaka Prefecture University, Sakai, Osaka , Japan
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28
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Abstract
Applying the right acquisition method in a fluorescence imaging-based screening context is of great importance to obtain an appropriate readout and to select the right scale of the screen. In order to save imaging time and data, we have developed routines for multiscale targeted imaging, providing both a broad overview of a sample and additional in-depth information for targets of interest identified within the screen. These objects can be identified and acquired on-the-fly by an interconnection of image acquisition and image analysis.
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29
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Koos B, Christmann J, Plettenberg S, Käding D, Becker J, Keteku M, Klein C, Imtiaz S, Janning P, Bastiaens PIH, Wehner F. Hypertonicity-induced cation channels in HepG2 cells: architecture and role in proliferation vs. apoptosis. J Physiol 2018; 596:1227-1241. [PMID: 29369356 DOI: 10.1113/jp275827] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2018] [Accepted: 01/18/2018] [Indexed: 12/25/2022] Open
Abstract
KEY POINTS Na+ conducting hypertonicity-induced cation channels (HICCs) are key players in the volume restoration of osmotically shrunken cells and, under isotonic conditions, considered as mediators of proliferation - thereby opposing apoptosis. In an siRNA screen of ion channels and transporters in HepG2 cells, with the regulatory volume increase (RVI) as read-out, δENaC, TRPM2 and TRPM5 were identified as HICCs. Subsequently, all permutations of these channels were tested in RVI and patch-clamp recordings and, at first sight, HICCs were found to operate in an independent mode. However, there was synergy in the siRNA perturbations of HICC currents. Accordingly, proximity ligation assays showed that δENaC was located in proximity to TRPM2 and TRPM5 suggesting a physical interaction. Furthermore, δENaC, TRPM2 and TRPM5 were identified as mediators of HepG2 proliferation - their silencing enhanced apoptosis. Our study defines the architecture of HICCs in human hepatocytes as well as their molecular functions. ABSTRACT Hypertonicity-induced cation channels (HICCs) are a substantial element in the regulatory volume increase (RVI) of osmotically shrunken cells. Under isotonic conditions, they are key effectors in the volume gain preceding proliferation; HICC repression, in turn, significantly increases apoptosis rates. Despite these fundamental roles of HICCs in cell physiology, very little is known concerning the actual molecular architecture of these channels. Here, an siRNA screening of putative ion channels and transporters was performed, in HepG2 cells, with the velocity of RVI as the read-out; in this first run, δENaC, TRPM2 and TRPM5 could be identified as HICCs. In the second run, all permutations of these channels were tested in RVI and patch-clamp recordings, with special emphasis on the non-additivity and additivity of siRNAs - which would indicate molecular interactions or independent ways of channel functioning. At first sight, the HICCs in HepG2 cells appeared to operate rather independently. However, a proximity ligation assay revealed that δENaC was located in proximity to both TRPM2 and TRPM5. Furthermore, a clear synergy of HICC current knock-downs (KDs) was observed. δENaC, TRPM2 and TRPM5 were defined as mediators of HepG2 cell proliferation and their silencing increased the rates of apoptosis. This study provides a molecular characterization of the HICCs in human hepatocytes and of their role in RVI, cell proliferation and apoptosis.
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Affiliation(s)
- Björn Koos
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Jens Christmann
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Sandra Plettenberg
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Domenic Käding
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Julia Becker
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Melody Keteku
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Christian Klein
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Sarah Imtiaz
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Petra Janning
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Philippe I H Bastiaens
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
| | - Frank Wehner
- Max Planck Institute of Molecular Physiology, Department of Systemic Cell Biology, Otto-Hahn-Strasse 11, 44227, Dortmund, Germany
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30
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Lérias JR, Pinto MC, Botelho HM, Awatade NT, Quaresma MC, Silva IAL, Wanitchakool P, Schreiber R, Pepperkok R, Kunzelmann K, Amaral MD. A novel microscopy-based assay identifies extended synaptotagmin-1 (ESYT1) as a positive regulator of anoctamin 1 traffic. BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH 2017; 1865:421-431. [PMID: 29154949 DOI: 10.1016/j.bbamcr.2017.11.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Revised: 11/02/2017] [Accepted: 11/14/2017] [Indexed: 01/14/2023]
Abstract
An attractive possibility to treat Cystic Fibrosis (CF), a severe condition caused by dysfunctional CFTR, an epithelial anion channel, is through the activation of alternative (non-CFTR) anion channels. Anoctamin 1 (ANO1) was demonstrated to be a Ca2+-activated chloride channel (CaCC) and thus of high potential to replace CFTR. Despite that ANO1 is expressed in human lung CF tissue, it is present at the cell surface at very low levels. In addition, little is known about regulation of ANO1 traffic, namely which factors promote its plasma membrane (PM) localization. Here, we generated a novel cellular model, expressing an inducible 3HA-ANO1-eGFP construct, and validated its usage as a microscopy tool to monitor for ANO1 traffic. We demonstrate the robustness and specificity of this cell-based assay, by the identification of siRNAs acting both as ANO1 traffic enhancer and inhibitor, targeting respectively COPB1 and ESYT1 (extended synaptotagmin-1), the latter involved in coupling of the endoplasmic reticulum to the PM at specific microdomains. We further show that knockdown of ESYT1 (and family members ESYT2 and ESYT3) significantly decreased ANO1 current density. This ANO1 cell-based assay constitutes an important tool to be further used in high-throughput screens and drug discovery of high relevance for CF and cancer.
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Affiliation(s)
- Joana R Lérias
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, Campo Grande, C8, 1749-016 Lisboa, Portugal; Department of Physiology, University of Regensburg, Universitätsstrasse 31, 93053 Regensburg, Germany
| | - Madalena C Pinto
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, Campo Grande, C8, 1749-016 Lisboa, Portugal; Department of Physiology, University of Regensburg, Universitätsstrasse 31, 93053 Regensburg, Germany; Cell Biology and Biophysics Unit and Advanced Light Microscopy Facility, European Molecular Biology Laboratory (EMBL), Meyerhofstraße 1, 69117 Heidelberg, Germany
| | - Hugo M Botelho
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, Campo Grande, C8, 1749-016 Lisboa, Portugal
| | - Nikhil T Awatade
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, Campo Grande, C8, 1749-016 Lisboa, Portugal
| | - Margarida C Quaresma
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, Campo Grande, C8, 1749-016 Lisboa, Portugal
| | - Iris A L Silva
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, Campo Grande, C8, 1749-016 Lisboa, Portugal
| | - Podchanart Wanitchakool
- Department of Physiology, University of Regensburg, Universitätsstrasse 31, 93053 Regensburg, Germany
| | - Rainer Schreiber
- Department of Physiology, University of Regensburg, Universitätsstrasse 31, 93053 Regensburg, Germany
| | - Rainer Pepperkok
- Cell Biology and Biophysics Unit and Advanced Light Microscopy Facility, European Molecular Biology Laboratory (EMBL), Meyerhofstraße 1, 69117 Heidelberg, Germany
| | - Karl Kunzelmann
- Department of Physiology, University of Regensburg, Universitätsstrasse 31, 93053 Regensburg, Germany
| | - Margarida D Amaral
- University of Lisboa, Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, Campo Grande, C8, 1749-016 Lisboa, Portugal; Cell Biology and Biophysics Unit and Advanced Light Microscopy Facility, European Molecular Biology Laboratory (EMBL), Meyerhofstraße 1, 69117 Heidelberg, Germany.
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31
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Larribère L, Galach M, Novak D, Arévalo K, Volz HC, Stark HJ, Boukamp P, Boutros M, Utikal J. An RNAi Screen Reveals an Essential Role for HIPK4 in Human Skin Epithelial Differentiation from iPSCs. Stem Cell Reports 2017; 9:1234-1245. [PMID: 28966120 PMCID: PMC5639458 DOI: 10.1016/j.stemcr.2017.08.023] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2017] [Revised: 08/28/2017] [Accepted: 08/29/2017] [Indexed: 12/31/2022] Open
Abstract
Molecular mechanisms responsible for the development of human skin epithelial cells are incompletely understood. As a consequence, the efficiency to establish a pure skin epithelial cell population from human induced pluripotent stem cells (hiPSCs) remains poor. Using an approach including RNAi and high-throughput imaging of early epithelial cells, we identified candidate kinases involved in their differentiation from hiPSCs. Among these, we found HIPK4 to be an important inhibitor of this process. Indeed, its silencing increased the amount of generated skin epithelial precursors at an early time point, increased the amount of generated keratinocytes at a later time point, and improved growth and differentiation of organotypic cultures, allowing for the formation of a denser basal layer and stratification with the expression of several keratins. Our data bring substantial input regarding regulation of human skin epithelial differentiation and for improving differentiation protocols from pluripotent stem cells. High-throughput RNAi screen setup during human skin epithelial differentiation Identification of HIPK4 as a crucial blocker of human skin epithelial differentiation Improvement of human organotypic epithelial cultures after HIPK4 silencing
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Affiliation(s)
- Lionel Larribère
- Skin Cancer Unit (G300), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69121 Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany.
| | - Marta Galach
- Skin Cancer Unit (G300), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69121 Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Daniel Novak
- Skin Cancer Unit (G300), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69121 Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Karla Arévalo
- Skin Cancer Unit (G300), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69121 Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany
| | - Hans Christian Volz
- Division of Signaling and Functional Genomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Department of Cell and Molecular Biology, Heidelberg University, 69120 Heidelberg, Germany; Department of Cardiology, Heidelberg University, 69120 Heidelberg, Germany
| | - Hans-Jürgen Stark
- Genetics of Skin Carcinogenesis, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany
| | - Petra Boukamp
- Genetics of Skin Carcinogenesis, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; IUF-Leibniz Research Institute for Environmental Medicine, 40021 Düsseldorf, Germany
| | - Michael Boutros
- Division of Signaling and Functional Genomics, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Department of Cell and Molecular Biology, Heidelberg University, 69120 Heidelberg, Germany
| | - Jochen Utikal
- Skin Cancer Unit (G300), German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69121 Heidelberg, Germany; Department of Dermatology, Venereology and Allergology, University Medical Center Mannheim, Heidelberg University, 68167 Mannheim, Germany.
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32
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Bulkescher R, Starkuviene V, Erfle H. Solid-phase reverse transfection for intracellular delivery of functionally active proteins. Genome Res 2017; 27:1752-1758. [PMID: 28874398 PMCID: PMC5630038 DOI: 10.1101/gr.215103.116] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Accepted: 08/01/2017] [Indexed: 11/24/2022]
Abstract
Delivery of large and functionally active biomolecules across cell membranes presents a challenge in cell biological experimentation. For this purpose, we developed a novel solid-phase reverse transfection method that is suitable for the intracellular delivery of proteins into mammalian cells with preservation of their function. We show results for diverse application areas of the method, ranging from antibody-mediated inhibition of protein function to CRISPR/Cas9-based gene editing in living cells. Our method enables prefabrication of "ready to transfect" substrates carrying diverse proteins. This allows their easy distribution and standardization of biological assays across different laboratories.
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Affiliation(s)
- Ruben Bulkescher
- BioQuant, Ruprecht-Karls-University Heidelberg, 69120 Heidelberg, Germany
| | - Vytaute Starkuviene
- BioQuant, Ruprecht-Karls-University Heidelberg, 69120 Heidelberg, Germany.,Life Sciences Center, Vilnius University, Vilnius 10223, Lithuania
| | - Holger Erfle
- BioQuant, Ruprecht-Karls-University Heidelberg, 69120 Heidelberg, Germany
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33
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Kim HC, Heo JY, Lee TK, Cho SG, Kwon YJ. Optimization of Cell-Based cDNA Microarray Conditions for Gene Functional Studies in HEK293 Cells. SLAS DISCOVERY 2017; 22:1053-1059. [PMID: 28324659 DOI: 10.1177/2472555217699823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Since the cell-based cDNA microarray (CBCM) technique has been a useful tool for gain-of-function studies, many investigators have used CBCMs to identify interesting genes. However, this method requires better-established conditions to ensure high reverse transfection efficiency without cross-contamination. Therefore, we optimized CBCM techniques through various means. We determined that Lipofectamine 2000 was the most appropriate transfection reagent by evaluating eight commercialized reagents, and we determined that the most effective concentrations for printing solution constituents were 0.2 M sucrose (to yield a final concentration of 32 mM) and 0.2% gelatin (to yield a final concentration 0.075%). After examining various combinations, we also determined that the best concentrations of cDNA and transfection reagent for optimal reverse transfection efficiency were 1.5 µg/5 µL of cDNA and 5.5 µL of Lipofectamine 2000. Finally, via a time course, we determined that 72 h was the most effective reaction duration for reverse transfection, and we confirmed the stability of cDNA spot activity of CBCMs for various storage periods. In summary, the CBCM conditions that we have identified can provide more effective outcomes for cDNA reverse transfection on microarrays.
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Affiliation(s)
- Hi Chul Kim
- 1 Institut Pasteur Korea, Gyeonggi-do, Republic of Korea.,2 Department of Animal Biotechnology and Incurable Disease Animal Model & Stem Cell Institute (IDASI), Konkuk University, Seoul, Republic of Korea
| | - Jin Yeong Heo
- 1 Institut Pasteur Korea, Gyeonggi-do, Republic of Korea
| | - Tae-Kyu Lee
- 1 Institut Pasteur Korea, Gyeonggi-do, Republic of Korea
| | - Ssang-Goo Cho
- 2 Department of Animal Biotechnology and Incurable Disease Animal Model & Stem Cell Institute (IDASI), Konkuk University, Seoul, Republic of Korea
| | - Yong-Jun Kwon
- 1 Institut Pasteur Korea, Gyeonggi-do, Republic of Korea.,3 Ksilink, Strasbourg, France
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Phosphorylation-Dependent Feedback Inhibition of RIG-I by DAPK1 Identified by Kinome-wide siRNA Screening. Mol Cell 2017; 65:403-415.e8. [PMID: 28132841 DOI: 10.1016/j.molcel.2016.12.021] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2016] [Revised: 09/28/2016] [Accepted: 12/20/2016] [Indexed: 12/17/2022]
Abstract
Cell-autonomous induction of type I interferon must be stringently regulated. Rapid induction is key to control virus infection, whereas proper limitation of signaling is essential to prevent immunopathology and autoimmune disease. Using unbiased kinome-wide RNAi screening followed by thorough validation, we identified 22 factors that regulate RIG-I/IRF3 signaling activity. We describe a negative-feedback mechanism targeting RIG-I activity, which is mediated by death associated protein kinase 1 (DAPK1). RIG-I signaling triggers DAPK1 kinase activation, and active DAPK1 potently inhibits RIG-I stimulated IRF3 activity and interferon-beta production. DAPK1 phosphorylates RIG-I in vitro at previously reported as well as other sites that limit 5'ppp-dsRNA sensing and virtually abrogate RIG-I activation.
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35
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Kuchenov D, Laketa V, Stein F, Salopiata F, Klingmüller U, Schultz C. High-Content Imaging Platform for Profiling Intracellular Signaling Network Activity in Living Cells. Cell Chem Biol 2016; 23:1550-1559. [PMID: 27939899 PMCID: PMC5193178 DOI: 10.1016/j.chembiol.2016.11.008] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 09/19/2016] [Accepted: 11/14/2016] [Indexed: 01/06/2023]
Abstract
Essential characteristics of cellular signaling networks include a complex interconnected architecture and temporal dynamics of protein activity. The latter can be monitored by Förster resonance energy transfer (FRET) biosensors at a single-live-cell level with high temporal resolution. However, these experiments are typically limited to the use of a couple of FRET biosensors. Here, we describe a FRET-based multi-parameter imaging platform (FMIP) that allows simultaneous high-throughput monitoring of multiple signaling pathways. We apply FMIP to monitor the crosstalk between epidermal growth factor receptor (EGFR) and insulin-like growth factor-1 receptor signaling, signaling perturbations caused by pathophysiologically relevant EGFR mutations, and the effects of a clinically important MEK inhibitor (selumetinib) on the EGFR network. We expect that in the future the platform will be applied to develop comprehensive models of signaling networks and will help to investigate the mechanism of action as well as side effects of therapeutic treatments.
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Affiliation(s)
- Dmitry Kuchenov
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany
| | - Vibor Laketa
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany
| | - Frank Stein
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany
| | - Florian Salopiata
- Division of Systems Biology of Signal Transduction, Systems Biology of Signal Transduction, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Translational Lung Research Center (TLRC), Member of the German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Ursula Klingmüller
- Division of Systems Biology of Signal Transduction, Systems Biology of Signal Transduction, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany; Translational Lung Research Center (TLRC), Member of the German Center for Lung Research (DZL), 69120 Heidelberg, Germany
| | - Carsten Schultz
- Cell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), 69117 Heidelberg, Germany; Translational Lung Research Center (TLRC), Member of the German Center for Lung Research (DZL), 69120 Heidelberg, Germany; Department of Physiology and Pharmacology, Oregon Health and Science University, Portland, OR 97201, USA.
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36
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Nierode G, Kwon PS, Dordick JS, Kwon SJ. Cell-Based Assay Design for High-Content Screening of Drug Candidates. J Microbiol Biotechnol 2016; 26:213-25. [PMID: 26428732 DOI: 10.4014/jmb.1508.08007] [Citation(s) in RCA: 58] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
To reduce attrition in drug development, it is crucial to consider the development and implementation of translational phenotypic assays as well as decipher diverse molecular mechanisms of action for new molecular entities. High-throughput fluorescence and confocal microscopes with advanced analysis software have simplified the simultaneous identification and quantification of various cellular processes through what is now referred to as highcontent screening (HCS). HCS permits automated identification of modifiers of accessible and biologically relevant targets and can thus be used to detect gene interactions or identify toxic pathways of drug candidates to improve drug discovery and development processes. In this review, we summarize several HCS-compatible, biochemical, and molecular biology-driven assays, including immunohistochemistry, RNAi, reporter gene assay, CRISPR-Cas9 system, and protein-protein interactions to assess a variety of cellular processes, including proliferation, morphological changes, protein expression, localization, post-translational modifications, and protein-protein interactions. These cell-based assay methods can be applied to not only 2D cell culture but also 3D cell culture systems in a high-throughput manner.
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Affiliation(s)
- Gregory Nierode
- Department of Chemical and Biological Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | - Paul S Kwon
- Department of Chemical and Biological Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | - Jonathan S Dordick
- Department of Chemical and Biological Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
| | - Seok-Joon Kwon
- Department of Chemical and Biological Engineering and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY 12180, USA
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Berthuy OI, Muldur SK, Rossi F, Colpo P, Blum LJ, Marquette CA. Multiplex cell microarrays for high-throughput screening. LAB ON A CHIP 2016; 16:4248-4262. [PMID: 27731880 DOI: 10.1039/c6lc00831c] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Microarray technology was developed in the early 1990s to measure the transcription levels of thousands of genes in parallel. The basic premise of high-density arraying has since been expanded to create cell microarrays. Cells on chip are powerful experimental tools for high-throughput and multiplex screening of samples or cellular functions. Miniaturization increases assay throughput while reducing both reagent consumption and cell population heterogeneity effect, making these systems attractive for a wide range of assays, from drug discovery to toxicology, stem cell research and therapy. It is usual to functionalize the surface of a substrate to design cell microarrays. One form of cell microarrays, the transfected cell microarray, wherein plasmid DNA or siRNA spotted on the surface of a substrate is reverse-transfected locally into adherent cells, has become a standard tool for parallel cell-based analysis. With the advent of technology, cells can also be directly spotted onto functionalized surfaces using robotic fluid-dispensing devices or printed directly on bio-ink material. We are providing herein an overview of the latest developments in optical cell microarrays allowing high-throughput and high-content analysis.
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Affiliation(s)
- Ophélie I Berthuy
- Univ Lyon, Université Lyon1, CNRS, INSA, CPE-Lyon, ICBMS, UMR 5246, 43, Bd du 11 novembre 1918, 69622 Villeurbanne cedex, France.
| | - Sinan K Muldur
- Européen Commission, Joint Research Centre, Institute for Heath and Consumer Protection, Ispra, VA, Italy
| | - François Rossi
- Européen Commission, Joint Research Centre, Institute for Heath and Consumer Protection, Ispra, VA, Italy
| | - Pascal Colpo
- Européen Commission, Joint Research Centre, Institute for Heath and Consumer Protection, Ispra, VA, Italy
| | - Loïc J Blum
- Univ Lyon, Université Lyon1, CNRS, INSA, CPE-Lyon, ICBMS, UMR 5246, 43, Bd du 11 novembre 1918, 69622 Villeurbanne cedex, France.
| | - Christophe A Marquette
- Univ Lyon, Université Lyon1, CNRS, INSA, CPE-Lyon, ICBMS, UMR 5246, 43, Bd du 11 novembre 1918, 69622 Villeurbanne cedex, France.
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Holle AW, McIntyre AJ, Kehe J, Wijesekara P, Young JL, Vincent LG, Engler AJ. High content image analysis of focal adhesion-dependent mechanosensitive stem cell differentiation. Integr Biol (Camb) 2016; 8:1049-1058. [PMID: 27723854 PMCID: PMC5079280 DOI: 10.1039/c6ib00076b] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Human mesenchymal stem cells (hMSCs) receive differentiation cues from a number of stimuli, including extracellular matrix (ECM) stiffness. The pathways used to sense stiffness and other physical cues are just now being understood and include proteins within focal adhesions. To rapidly advance the pace of discovery for novel mechanosensitive proteins, we employed a combination of in silico and high throughput in vitro methods to analyze 47 different focal adhesion proteins for cryptic kinase binding sites. High content imaging of hMSCs treated with small interfering RNAs for the top 6 candidate proteins showed novel effects on both osteogenic and myogenic differentiation; Vinculin and SORBS1 were necessary for stiffness-mediated myogenic and osteogenic differentiation, respectively. Both of these proteins bound to MAPK1 (also known as ERK2), suggesting that it plays a context-specific role in mechanosensing for each lineage; validation for these sites was performed. This high throughput system, while specifically built to analyze stiffness-mediated stem cell differentiation, can be expanded to other physical cues to more broadly assess mechanical signaling and increase the pace of sensor discovery.
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Affiliation(s)
- Andrew W Holle
- Department of Bioengineering, University of California, 9500 Gilman Drive, MC 0695, La Jolla, San Diego, CA, USA.
| | - Alistair J McIntyre
- Department of Bioengineering, University of California, 9500 Gilman Drive, MC 0695, La Jolla, San Diego, CA, USA.
| | - Jared Kehe
- Department of Bioengineering, University of California, 9500 Gilman Drive, MC 0695, La Jolla, San Diego, CA, USA.
| | - Piyumi Wijesekara
- Department of Bioengineering, University of California, 9500 Gilman Drive, MC 0695, La Jolla, San Diego, CA, USA.
| | - Jennifer L Young
- Department of Bioengineering, University of California, 9500 Gilman Drive, MC 0695, La Jolla, San Diego, CA, USA.
| | - Ludovic G Vincent
- Department of Bioengineering, University of California, 9500 Gilman Drive, MC 0695, La Jolla, San Diego, CA, USA.
| | - Adam J Engler
- Department of Bioengineering, University of California, 9500 Gilman Drive, MC 0695, La Jolla, San Diego, CA, USA. and Sanford Consortium for Regenerative Medicine, La Jolla, CA 92093, USA
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Ueda E, Feng W, Levkin PA. Superhydrophilic-Superhydrophobic Patterned Surfaces as High-Density Cell Microarrays: Optimization of Reverse Transfection. Adv Healthc Mater 2016; 5:2646-2654. [PMID: 27568500 DOI: 10.1002/adhm.201600518] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Revised: 06/30/2016] [Indexed: 01/07/2023]
Abstract
High-density microarrays can screen thousands of genetic and chemical probes at once in a miniaturized and parallelized manner, and thus are a cost-effective alternative to microwell plates. Here, high-density cell microarrays are fabricated by creating superhydrophilic-superhydrophobic micropatterns in thin, nanoporous polymer substrates such that the superhydrophobic barriers confine both aqueous solutions and adherent cells within each superhydrophilic microspot. The superhydrophobic barriers confine and prevent the mixing of larger droplet volumes, and also control the spreading of droplets independent of the volume, minimizing the variability that arises due to different liquid and surface properties. Using a novel liposomal transfection reagent, ScreenFect A, the method of reverse cell transfection is optimized on the patterned substrates and several factors that affect transfection efficiency and cytotoxicity are identified. Higher levels of transfection are achieved on HOOC- versus NH2 -functionalized superhydrophilic spots, as well as when gelatin and fibronectin are added to the transfection mixture, while minimizing the amount of transfection reagent improves cell viability. Almost no diffusion of the printed transfection mixtures to the neighboring microspots is detected. Thus, superhydrophilic-superhydrophobic patterned surfaces can be used as cell microarrays and for optimizing reverse cell transfection conditions before performing further cell screenings.
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Affiliation(s)
- Erica Ueda
- Institute of Toxicology and Genetics; Karlsruhe Institute of Technology; 76021 Karlsruhe Germany
| | - Wenqian Feng
- Institute of Toxicology and Genetics; Karlsruhe Institute of Technology; 76021 Karlsruhe Germany
| | - Pavel A. Levkin
- Institute of Toxicology and Genetics; Karlsruhe Institute of Technology; 76021 Karlsruhe Germany
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40
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Zhang P, Zhang J, Bian S, Chen Z, Hu Y, Hu R, Li J, Cheng Y, Zhang X, Zhou Y, Chen X, Liu P. High-throughput superhydrophobic microwell arrays for investigating multifactorial stem cell niches. LAB ON A CHIP 2016; 16:2996-3006. [PMID: 27137909 DOI: 10.1039/c6lc00331a] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Understanding the complex regulatory network that determines stem cell fates requires a high-throughput platform that can generate a large number of precisely controlled microenvironments representing multiple factors for stem cell culture and analysis. Here, we developed a superhydrophobic microwell array chip on which the culture conditions in each microwell can be spontaneously isolated by a grafted layer of superhydrophobic polymers. Simple steps for medium exchange were developed to facilitate the on-chip culture of both adherent and non-adherent cells for up to six days without compromising cell viability and functionality. The culture conditions in each microwell were facilely manipulated using a robotic spotter. Stem cell niches combining soluble factors, extracellular matrices and microtopographic cues were generated on a single 512-well SMARchip and their combinatorial effects on the fate of mouse Oct4-EGFP iPSCs were systematically probed. We observed significant differences in iPSC pluripotency and proliferation between adherent flat and suspended spherical cultures on our platform, which might provide insights into improvement of stem cell technologies.
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Affiliation(s)
- Pengfei Zhang
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Haidian District, Beijing, 100084, China.
| | - Jianxiong Zhang
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Haidian District, Beijing, 100084, China.
| | - Shengtai Bian
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Haidian District, Beijing, 100084, China.
| | - Zhongyao Chen
- School of Biological Science and Medical Engineering, Beihang University, Haidian District, Beijing, 100191, China.
| | - Yawei Hu
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Haidian District, Beijing, 100084, China.
| | - Ruowen Hu
- School of Biological Science and Medical Engineering, Beihang University, Haidian District, Beijing, 100191, China.
| | - Jiaqi Li
- School of Biological Science and Medical Engineering, Beihang University, Haidian District, Beijing, 100191, China.
| | - Yichun Cheng
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Haidian District, Beijing, 100084, China.
| | - Xiaochen Zhang
- National Engineering Research Center for Beijing Biochip Technology, Beijing, 102206, China
| | - Yiming Zhou
- National Engineering Research Center for Beijing Biochip Technology, Beijing, 102206, China
| | - Xiaofang Chen
- School of Biological Science and Medical Engineering, Beihang University, Haidian District, Beijing, 100191, China.
| | - Peng Liu
- Department of Biomedical Engineering, School of Medicine, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Tsinghua University, Haidian District, Beijing, 100084, China.
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41
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Joo H, Shin J, Cho SW, Kim P. Wrinkled-Surface Mediated Reverse Transfection Platform for Highly Efficient, Addressable Gene Delivery. Adv Healthc Mater 2016; 5:2025-30. [PMID: 27336858 DOI: 10.1002/adhm.201600354] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Indexed: 01/25/2023]
Abstract
A novel reverse transfection platform, which embraces a wrinkled-surface, is developed for highly efficient long-term gene delivery. Since reverse transfection utilizes the contact between cell and substrate, the increase in the contact area between substrate and cells significantly increases the gene delivery rate. Furthermore, by adopting microwell structures, multiplex, addressable delivery of exogenous materials is successfully demonstrated.
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Affiliation(s)
- Hyunwoo Joo
- Department of Bio and Brain Engineering; Korea Advanced Institute of Science and Technology (KAIST); 291 Daehak-ro Yuseong-gu Daejeon 305-338 Republic of Korea
| | - Jisoo Shin
- Department of Biotechnology; Yonsei University; 50 Yonsei-ro Seodaemun-gu Seoul 120-749 Republic of Korea
| | - Seung-Woo Cho
- Department of Biotechnology; Yonsei University; 50 Yonsei-ro Seodaemun-gu Seoul 120-749 Republic of Korea
| | - Pilnam Kim
- Department of Bio and Brain Engineering; Korea Advanced Institute of Science and Technology (KAIST); 291 Daehak-ro Yuseong-gu Daejeon 305-338 Republic of Korea
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42
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Jonczyk R, Kurth T, Lavrentieva A, Walter JG, Scheper T, Stahl F. Living Cell Microarrays: An Overview of Concepts. MICROARRAYS (BASEL, SWITZERLAND) 2016; 5:E11. [PMID: 27600077 PMCID: PMC5003487 DOI: 10.3390/microarrays5020011] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 05/09/2016] [Accepted: 05/11/2016] [Indexed: 02/06/2023]
Abstract
Living cell microarrays are a highly efficient cellular screening system. Due to the low number of cells required per spot, cell microarrays enable the use of primary and stem cells and provide resolution close to the single-cell level. Apart from a variety of conventional static designs, microfluidic microarray systems have also been established. An alternative format is a microarray consisting of three-dimensional cell constructs ranging from cell spheroids to cells encapsulated in hydrogel. These systems provide an in vivo-like microenvironment and are preferably used for the investigation of cellular physiology, cytotoxicity, and drug screening. Thus, many different high-tech microarray platforms are currently available. Disadvantages of many systems include their high cost, the requirement of specialized equipment for their manufacture, and the poor comparability of results between different platforms. In this article, we provide an overview of static, microfluidic, and 3D cell microarrays. In addition, we describe a simple method for the printing of living cell microarrays on modified microscope glass slides using standard DNA microarray equipment available in most laboratories. Applications in research and diagnostics are discussed, e.g., the selective and sensitive detection of biomarkers. Finally, we highlight current limitations and the future prospects of living cell microarrays.
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Affiliation(s)
- Rebecca Jonczyk
- Institute of Technical Chemistry, Leibniz University of Hannover, Callinstr. 5, Hannover 30167, Germany.
| | - Tracy Kurth
- Institute of Technical Chemistry, Leibniz University of Hannover, Callinstr. 5, Hannover 30167, Germany.
| | - Antonina Lavrentieva
- Institute of Technical Chemistry, Leibniz University of Hannover, Callinstr. 5, Hannover 30167, Germany.
| | - Johanna-Gabriela Walter
- Institute of Technical Chemistry, Leibniz University of Hannover, Callinstr. 5, Hannover 30167, Germany.
| | - Thomas Scheper
- Institute of Technical Chemistry, Leibniz University of Hannover, Callinstr. 5, Hannover 30167, Germany.
| | - Frank Stahl
- Institute of Technical Chemistry, Leibniz University of Hannover, Callinstr. 5, Hannover 30167, Germany.
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A protocol for the systematic and quantitative measurement of protein-lipid interactions using the liposome-microarray-based assay. Nat Protoc 2016; 11:1021-38. [PMID: 27149326 DOI: 10.1038/nprot.2016.059] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Lipids organize the activity of the cell's proteome through a complex network of interactions. The assembly of comprehensive atlases embracing all protein-lipid interactions is an important challenge that requires innovative methods. We recently developed a liposome-microarray-based assay (LiMA) that integrates liposomes, microfluidics and fluorescence microscopy and which is capable of measuring protein recruitment to membranes in a quantitative and high-throughput manner. Compared with previous assays that are labor-intensive and difficult to scale up, LiMA improves the protein-lipid interaction assay throughput by at least three orders of magnitude. Here we provide a step-by-step LiMA protocol that includes the following: (i) the serial and generic production of the liposome microarray; (ii) its integration into a microfluidic format; (iii) the measurement of fluorescently labeled protein (either purified proteins or from cell lysate) recruitment to liposomal membranes using high-throughput microscopy; (iv) automated image analysis pipelines to quantify protein-lipid interactions; and (v) data quality analysis. In addition, we discuss the experimental design, including the relevant quality controls. Overall, the protocol-including device preparation, assay and data analysis-takes 6-8 d. This protocol paves the way for protein-lipid interaction screens to be performed on the proteome and lipidome scales.
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44
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Zhang L, Erfle H, Harder N, Beneke J, Beil N, Bulkescher R, Rohr K, Keese M. High-Throughput RNAi Screening Identifies a Role for the Osteopontin Pathway in Proliferation and Migration of Human Aortic Smooth Muscle Cells. Cardiovasc Drugs Ther 2016; 30:281-95. [PMID: 27095116 DOI: 10.1007/s10557-016-6663-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
PURPOSE Understanding of the mechanisms of vascular smooth muscle cells (VSMCs) phenotypic regulation is critically important to identify novel candidates for future therapeutic intervention. While HTS approaches have recently been used to identify novel regulators in many cell lines, such as cancer cells and hematopoietic stem cells, no studies have so far systematically investigated the effect of gene inactivation on VSMCs with respect to cell survival and growth response. METHODS AND RESULTS 257 out of 2000 genes tested resulted in an inhibition of cell proliferation in HaoSMCs. After pathway analysis, 38 significant genes were selected for further study. 23 genes were confirmed to inhibit proliferation, and 13 genes found to induce apoptosis in the synthetic phenotype. 11 genes led to an aberrant nuclear phenotype indicating a central role in cell mitosis. 4 genes affected the cell migration in synthetic HaoSMCs. Using computational biological network analysis, 11 genes were identified to have an indirect or direct interaction with the Osteopontin pathway. For 10 of those genes, levels of proteins downstream of the Osteopontin pathway were found to be down-regulated, using RNAi methodology. CONCLUSIONS A phenotypic high-throughput siRNA screen could be applied to identify genes relevant for the cell biology of HaoSMCs. Novel genes were identified which play a role in proliferation, apoptosis, mitosis and migration of HaoSMCs. These may represent potential drug candidates in the future.
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Affiliation(s)
- Lei Zhang
- BioQuant, Heidelberg University, INF 267, 69120, Heidelberg, Germany.,Clinic for Vascular and Endovascular Surgery, University Hospital, Frankfurt, Germany
| | - Holger Erfle
- BioQuant, Heidelberg University, INF 267, 69120, Heidelberg, Germany
| | - Nathalie Harder
- BioQuant and IPMB, University of Heidelberg and DKFZ, Biomedical Computer Vision Group, Heidelberg, Germany
| | - Jürgen Beneke
- BioQuant, Heidelberg University, INF 267, 69120, Heidelberg, Germany
| | - Nina Beil
- BioQuant, Heidelberg University, INF 267, 69120, Heidelberg, Germany
| | - Ruben Bulkescher
- BioQuant, Heidelberg University, INF 267, 69120, Heidelberg, Germany
| | - Karl Rohr
- BioQuant and IPMB, University of Heidelberg and DKFZ, Biomedical Computer Vision Group, Heidelberg, Germany
| | - Michael Keese
- Clinic for Vascular and Endovascular Surgery, University Hospital, Frankfurt, Germany. .,Clinic for Vascular and Endovascular Surgery, Johann Wolfgang Goethe University Hospital, Theodor Stern Kai 7, 60590, Frankfurt am Main, Germany.
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4D Visualization of replication foci in mammalian cells corresponding to individual replicons. Nat Commun 2016; 7:11231. [PMID: 27052570 PMCID: PMC4829660 DOI: 10.1038/ncomms11231] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2015] [Accepted: 03/03/2016] [Indexed: 01/05/2023] Open
Abstract
Since the pioneering proposal of the replicon model of DNA replication 50 years ago, the predicted replicons have not been identified and quantified at the cellular level. Here, we combine conventional and super-resolution microscopy of replication sites in live and fixed cells with computational image analysis. We complement these data with genome size measurements, comprehensive analysis of S-phase dynamics and quantification of replication fork speed and replicon size in human and mouse cells. These multidimensional analyses demonstrate that replication foci (RFi) in three-dimensional (3D) preserved somatic mammalian cells can be optically resolved down to single replicons throughout S-phase. This challenges the conventional interpretation of nuclear RFi as replication factories, that is, the complex entities that process multiple clustered replicons. Accordingly, 3D genome organization and duplication can be now followed within the chromatin context at the level of individual replicons.
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46
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Yin S, Fan Y, Zhang H, Zhao Z, Hao Y, Li J, Sun C, Yang J, Yang Z, Yang X, Lu J, Xi JJ. Differential TGFβ pathway targeting by miR-122 in humans and mice affects liver cancer metastasis. Nat Commun 2016; 7:11012. [PMID: 26987776 PMCID: PMC4802055 DOI: 10.1038/ncomms11012] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Accepted: 02/10/2016] [Indexed: 02/06/2023] Open
Abstract
Downregulation of a predominantly hepatocyte-specific miR-122 is associated with human liver cancer metastasis, whereas miR-122-deficient mice display normal liver function. Here we show a functional conservation of miR-122 in the TGFβ pathway: miR-122 target site is present in the mouse but not human TGFβR1, whereas a noncanonical target site is present in the TGFβ1 5′UTR in humans and other primates. Experimental switch of the miR-122 target between the receptor TGFβR1 and the ligand TGFβ1 changes the metastatic properties of mouse and human liver cancer cells. High expression of TGFβ1 in human primary liver tumours is associated with poor survival. We identify over 50 other miRNAs orthogonally targeting ligand/receptor pairs in humans and mice, suggesting that these are evolutionarily common events. These results reveal an evolutionary mechanism for miRNA-mediated gene regulation underlying species-specific physiological or pathological phenotype and provide a potentially valuable strategy for treating liver-associated diseases. MiR-122 levels correlate with metastasis in human liver cancer but not in mouse models. Here the authors show that miR-122 targets TGFßR1 in mice but TGFß1 in humans, that swapping this specificity affects metastasis, and that many other receptor-ligand pairs are differentially targeted by miRNAs across species.
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Affiliation(s)
- Shenyi Yin
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Yu Fan
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Hanshuo Zhang
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Zhihua Zhao
- State Key Laboratory of Biomembrane and Membrane Biotechnology, Institute of Molecular Medicine, Peking University, Beijing 100871, China
| | - Yang Hao
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Juan Li
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Changhong Sun
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Junyu Yang
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China
| | - Zhenjun Yang
- School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Xiao Yang
- State Key Laboratory of Proteomics, Genetic Laboratory of Development and Diseases, Institute of Biotechnology, Beijing 100071, China
| | - Jian Lu
- College of Life Science, Peking University, Beijing 100871, China
| | - Jianzhong Jeff Xi
- State Key Laboratory of Natural and Biomimetic Drugs, Department of Biomedical Engineering, College of Engineering, Peking University, Beijing 100871, China.,State Key Laboratory of Biomembrane and Membrane Biotechnology, Institute of Molecular Medicine, Peking University, Beijing 100871, China
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47
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Xu K, Wang X, Ford RM, Landers JP. Self-Partitioned Droplet Array on Laser-Patterned Superhydrophilic Glass Surface for Wall-less Cell Arrays. Anal Chem 2016; 88:2652-8. [DOI: 10.1021/acs.analchem.5b03764] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- Kerui Xu
- Departments
of †Chemistry, ‡Chemical Engineering, §Mechanical and Aerospace
Engineering, and ∥Pathology, University of Virginia, Charlottesville, Virginia 22904, United States
| | - Xiaopu Wang
- Departments
of †Chemistry, ‡Chemical Engineering, §Mechanical and Aerospace
Engineering, and ∥Pathology, University of Virginia, Charlottesville, Virginia 22904, United States
| | - Roseanne M. Ford
- Departments
of †Chemistry, ‡Chemical Engineering, §Mechanical and Aerospace
Engineering, and ∥Pathology, University of Virginia, Charlottesville, Virginia 22904, United States
| | - James P. Landers
- Departments
of †Chemistry, ‡Chemical Engineering, §Mechanical and Aerospace
Engineering, and ∥Pathology, University of Virginia, Charlottesville, Virginia 22904, United States
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48
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Kim HC, Kim GH, Cho SG, Lee EJ, Kwon YJ. Development of a cell-defined siRNA microarray for analysis of gene function in human bone marrow stromal cells. Stem Cell Res 2016; 16:365-76. [PMID: 26896857 DOI: 10.1016/j.scr.2016.02.019] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Revised: 12/24/2015] [Accepted: 02/06/2016] [Indexed: 10/22/2022] Open
Abstract
Small interfering RNA (siRNA) screening approaches have provided useful tools for the validation of genetic functions; however, image-based siRNA screening using multiwell plates requires large numbers of cells and time, which could be the barrier in application for gene mechanisms study using human adult cells. Therefore, we developed the advanced method with the cell-defined siRNA microarray (CDSM), for functional analysis of genes in small scale within slide glass using human bone marrow stromal cells (hBMSCs). We designed cell spot system with biomaterials (sucrose, gelatin, poly-L-lysine and matrigel) to control the attachment of hBMSCs inside spot area on three-dimensional (3D) hydrogel-coated slides. The p65 expression was used as a validation standard which described our previous report. For the optimization of siRNA mixture, first, we detected five kinds of commercialized reagent (Lipofectamine 2000, RNAi-Max, Metafectine, Metafectine Pro, TurboFectin 8.0) via validation. Then, according to quantification of p65 expression, we selected 2 μl of RNAi-Max as the most effective reagent condition on our system. Using same validation standard, we optimized sucrose and gelatin concentration (80 mM and 0.13%), respectively. Next, we performed titration of siRNA quantity (2.66-5.55 μM) by reverse transfection time (24 h, 48 h, 72 h) and confirmed 3.75 μM siRNA concentration and 48 h as the best condition. To sum up the process for optimized CDSM, 3 μl of 20 μM siRNA (3.75 μM) was transferred to the 384-well V-bottom plate containing 2 μl of dH2O and 2 μl of 0.6M sucrose (80 mM). Then, 2 μl of RNAi-Max was added and incubated for 20 min at room temperature after mixing gently and centrifugation shortly. Five microliters of gelatin (0.26%) and 2 μl of growth factor reduced phenol red-free matrigel (12.5%) were added and mixed by pipetting gently. Finally, optimized siRNA mixture was printed on 3D hydrogel-coated slides and cell-defined attachment and siRNA reverse transfection were induced. The efficiency of this CDSM was verified using three siRNAs (targeting p65, Slug, and N-cadherin), with persistent gene silencing for 5 days. We obtained the significant and reliable data with effective knock-down in our condition, and suggested our method as the qualitatively improved siRNA microarray screening method for hBMSCs.
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Affiliation(s)
- Hi Chul Kim
- Institut Pasteur Korea, IP-Korea, 696 Sampyeong-dong, Bundang-gu, Seongnam-si, Gyeonggi-do, 463-400, Republic of Korea; Department of Animal Biotechnology (BK21), Animal Resources Research Center, Konkuk University, Seoul 143-702, Republic of Korea
| | - Gi-Hwan Kim
- Biomedical Research Institute and IRICT, Seoul National University Hospital, Seoul, Republic of Korea
| | - Ssang-Goo Cho
- Department of Animal Biotechnology (BK21), Animal Resources Research Center, Konkuk University, Seoul 143-702, Republic of Korea
| | - Eun Ju Lee
- Biomedical Research Institute and IRICT, Seoul National University Hospital, Seoul, Republic of Korea.
| | - Yong-Jun Kwon
- Institut Pasteur Korea, IP-Korea, 696 Sampyeong-dong, Bundang-gu, Seongnam-si, Gyeonggi-do, 463-400, Republic of Korea.
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49
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Cells on chip for multiplex screening. Biosens Bioelectron 2016; 76:29-37. [DOI: 10.1016/j.bios.2015.04.024] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Revised: 04/08/2015] [Accepted: 04/10/2015] [Indexed: 01/18/2023]
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50
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Amaral MD, Farinha CM, Matos P, Botelho HM. Investigating Alternative Transport of Integral Plasma Membrane Proteins from the ER to the Golgi: Lessons from the Cystic Fibrosis Transmembrane Conductance Regulator (CFTR). Methods Mol Biol 2016; 1459:105-126. [PMID: 27665554 DOI: 10.1007/978-1-4939-3804-9_7] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
Secretory traffic became a topical field because many important cell regulators are plasma membrane proteins (transporters, channels, receptors), being thus key targets in biomedicine and drug discovery. Cystic fibrosis (CF), caused by defects in a single gene encoding the CF transmembrane conductance regulator (CFTR), constitutes the most common of rare diseases and certainly a paradigmatic one.Here we focus on five different approaches that allow biochemical and cellular characterization of CFTR from its co-translational insertion into the ER membrane to its delivery to the plasma membrane.
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Affiliation(s)
- Margarida D Amaral
- Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal.
| | - Carlos M Farinha
- Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal
| | - Paulo Matos
- Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal
- Department of Human Genetics, National Health Institute 'Dr. Ricardo Jorge', Av. Padre Cruz, 1649-016, Lisbon, Portugal
| | - Hugo M Botelho
- Faculty of Sciences, BioISI - Biosystems & Integrative Sciences Institute, University of Lisboa, Campo Grande, 1749-016, Lisbon, Portugal
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