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Li J, Carney RP, Liu R, Fan J, Zhao S, Chen Y, Lam KS, Pan T. Microfluidic Print-to-Synthesis Platform for Efficient Preparation and Screening of Combinatorial Peptide Microarrays. Anal Chem 2018; 90:5833-5840. [PMID: 29633611 PMCID: PMC11870389 DOI: 10.1021/acs.analchem.8b00371] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In this paper, we introduce a novel microfluidic combinatorial synthesis platform, referred to as Microfluidic Print-to-Synthesis (MPS), for custom high-throughput and automated synthesis of a large number of unique peptides in a microarray format. The MPS method utilizes standard Fmoc chemistry to link amino acids on a polyethylene glycol (PEG)-functionalized microdisc array. The resulting peptide microarrays permit rapid screening for interactions with molecular targets or live cells, with low nonspecific binding. Such combinatorial peptide microarrays can be reliably prepared at a spot size of 200 μm with 1 mm center-to-center distance, dimensions that require only minimal reagent consumption (less than 30 nL per spot per coupling reaction). The MPS platform has a scalable design for extended multiplexibility, allowing for 12 different building blocks and coupling reagents to be dispensed in one microfluidic cartridge in the current format, and could be further scaled up. As proof of concept for the MPS platform, we designed and constructed a focused tetrapeptide library featuring 2560 synthetic peptide sequences, capped at the N-terminus with 4-[( N'-2-methylphenyl)ureido]phenylacetic acid. We then used live human T lymphocyte Jurkat cells as a probe to screen the peptide microarrays for their interaction with α4β1 integrin overexpressed and activated on these cells. Unlike the one-bead-one-compound approach that requires subsequent decoding of positive beads, each spot in the MPS array is spatially addressable. Therefore, this platform is an ideal tool for rapid optimization of lead compounds found in nature or discovered from diverse combinatorial libraries, using either biochemical or cell-based assays.
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Affiliation(s)
- Jiannan Li
- Department of Biomedical Engineering, University of California, Davis, California 95765, United States
| | - Randy P. Carney
- Department of Biochemistry and Molecular Medicine, University of California, Davis, California 95765, United States
| | - Ruiwu Liu
- Department of Biochemistry and Molecular Medicine, University of California, Davis, California 95765, United States
| | - Jinzhen Fan
- Department of Biomedical Engineering, University of California, Davis, California 95765, United States
| | - Siwei Zhao
- Department of Biomedical Engineering, University of California, Davis, California 95765, United States
| | - Yan Chen
- Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, People’s Republic of China
| | - Kit S. Lam
- Department of Biochemistry and Molecular Medicine, University of California, Davis, California 95765, United States
| | - Tingrui Pan
- Department of Biomedical Engineering, University of California, Davis, California 95765, United States
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Vukmirovic M, Kaminski N. Impact of Transcriptomics on Our Understanding of Pulmonary Fibrosis. Front Med (Lausanne) 2018; 5:87. [PMID: 29670881 PMCID: PMC5894436 DOI: 10.3389/fmed.2018.00087] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2018] [Accepted: 03/20/2018] [Indexed: 12/22/2022] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a lethal fibrotic lung disease characterized by aberrant remodeling of the lung parenchyma with extensive changes to the phenotypes of all lung resident cells. The introduction of transcriptomics, genome scale profiling of thousands of RNA transcripts, caused a significant inversion in IPF research. Instead of generating hypotheses based on animal models of disease, or biological plausibility, with limited validation in humans, investigators were able to generate hypotheses based on unbiased molecular analysis of human samples and then use animal models of disease to test their hypotheses. In this review, we describe the insights made from transcriptomic analysis of human IPF samples. We describe how transcriptomic studies led to identification of novel genes and pathways involved in the human IPF lung such as: matrix metalloproteinases, WNT pathway, epithelial genes, role of microRNAs among others, as well as conceptual insights such as the involvement of developmental pathways and deep shifts in epithelial and fibroblast phenotypes. The impact of lung and transcriptomic studies on disease classification, endotype discovery, and reproducible biomarkers is also described in detail. Despite these impressive achievements, the impact of transcriptomic studies has been limited because they analyzed bulk tissue and did not address the cellular and spatial heterogeneity of the IPF lung. We discuss new emerging technologies and applications, such as single-cell RNAseq and microenvironment analysis that may address cellular and spatial heterogeneity. We end by making the point that most current tissue collections and resources are not amenable to analysis using the novel technologies. To take advantage of the new opportunities, we need new efforts of sample collections, this time focused on access to all the microenvironments and cells in the IPF lung.
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Affiliation(s)
- Milica Vukmirovic
- Section of Pulmonary, Critical Care and Sleep Medicine, Precision Pulmonary Medicine Center (P2MED), Yale University School of Medicine, New Haven, CT, United States
| | - Naftali Kaminski
- Section of Pulmonary, Critical Care and Sleep Medicine, Precision Pulmonary Medicine Center (P2MED), Yale University School of Medicine, New Haven, CT, United States
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Kontou PI, Pavlopoulou A, Bagos PG. Methods of Analysis and Meta-Analysis for Identifying Differentially Expressed Genes. Methods Mol Biol 2018; 1793:183-210. [PMID: 29876898 DOI: 10.1007/978-1-4939-7868-7_12] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Microarray approaches are widely used high-throughput techniques to assess simultaneously the expression of thousands of genes under certain conditions and study the effects of certain treatments, diseases, and developmental stages. The traditional way to perform such experiments is to design oligonucleotide hybridization probes that correspond to specific genes and then measure the expression of the genes in order to determine which of them are up- or down-regulated compared to a condition that is used as a control. Hitherto, individual experiments cannot capture the bigger picture of how a biological system works and, therefore, data integration from multiple experimental studies and external data repositories is necessary to understand the function of genes and their expression patterns under certain conditions. Therefore, the development of methods for handling, integrating, comparing, interpreting and visualizing microarray data is necessary. The selection of an appropriate method for analysing microarray datasets is not an easy task. In this chapter, we provide an overview of the various methods developed for microarray data analysis, as well as suggestions for choosing the appropriate method for microarray meta-analysis.
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Affiliation(s)
- Panagiota I Kontou
- Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece
| | - Athanasia Pavlopoulou
- Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece.,International Biomedicine and Genome Institute (iBG-Izmir), Dokuz Eylul University, Izmir, 35340, Turkey
| | - Pantelis G Bagos
- Department of Computer Science and Biomedical Informatics, University of Thessaly, Lamia, Greece.
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Drexler K, Smirnova J, Galetskaya M, Schweizer N, Gauglitz G, Steiner UE. Optical Detection of Photorelease Kinetics on Gold and Glass Surfaces using Streptavidin-Coupled Biotinylated Photolabile Protecting Groups for Nucleosides. Chemphyschem 2017; 18:2890-2898. [DOI: 10.1002/cphc.201700714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2017] [Indexed: 11/11/2022]
Affiliation(s)
- Katja Drexler
- Fachbereich Chemie; Universität Konstanz; Universitätsstraße 10 78457 Konstanz Germany), Fax: (+49) 7531-88-3014
| | - Julia Smirnova
- Fachbereich Chemie; Universität Konstanz; Universitätsstraße 10 78457 Konstanz Germany), Fax: (+49) 7531-88-3014
- N. D. Zelinsky Institute of Organic Chemistry of the; Russian Academy of Sciences; 49 Leninsky prosp. 119991 Moscow Russia
| | - Marina Galetskaya
- Fachbereich Chemie; Universität Konstanz; Universitätsstraße 10 78457 Konstanz Germany), Fax: (+49) 7531-88-3014
| | - Nina Schweizer
- Institut für Physikalische und Theoretische Chemie; Universität Tübingen; Auf der Morgenstelle 18 72076 Tübingen Germany
| | - Günter. Gauglitz
- Institut für Physikalische und Theoretische Chemie; Universität Tübingen; Auf der Morgenstelle 18 72076 Tübingen Germany
| | - Ulrich E. Steiner
- Fachbereich Chemie; Universität Konstanz; Universitätsstraße 10 78457 Konstanz Germany), Fax: (+49) 7531-88-3014
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Abstract
Naturally occurring DNA is encoded by the four nucleobases adenine, cytosine, guanine and thymine. Yet minor chemical modifications to these bases, such as methylation, can significantly alter DNA function, and more drastic changes, such as replacement with unnatural base pairs, could expand its function. In order to realize the full potential of DNA in therapeutic and synthetic biology applications, our ability to 'write' long modified DNA in a controlled manner must be improved. This review highlights methods currently used for the synthesis of moderately long chemically modified nucleic acids (up to 1000 bp), their limitations and areas for future expansion.
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Morris JS, Baladandayuthapani V. Statistical Contributions to Bioinformatics: Design, Modeling, Structure Learning, and Integration. STAT MODEL 2017; 17:245-289. [PMID: 29129969 PMCID: PMC5679480 DOI: 10.1177/1471082x17698255] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
The advent of high-throughput multi-platform genomics technologies providing whole-genome molecular summaries of biological samples has revolutionalized biomedical research. These technologiees yield highly structured big data, whose analysis poses significant quantitative challenges. The field of Bioinformatics has emerged to deal with these challenges, and is comprised of many quantitative and biological scientists working together to effectively process these data and extract the treasure trove of information they contain. Statisticians, with their deep understanding of variability and uncertainty quantification, play a key role in these efforts. In this article, we attempt to summarize some of the key contributions of statisticians to bioinformatics, focusing on four areas: (1) experimental design and reproducibility, (2) preprocessing and feature extraction, (3) unified modeling, and (4) structure learning and integration. In each of these areas, we highlight some key contributions and try to elucidate the key statistical principles underlying these methods and approaches. Our goals are to demonstrate major ways in which statisticians have contributed to bioinformatics, encourage statisticians to get involved early in methods development as new technologies emerge, and to stimulate future methodological work based on the statistical principles elucidated in this article and utilizing all availble information to uncover new biological insights.
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Affiliation(s)
- Jeffrey S Morris
- Department of Biostatistics, The University of Texas M.D. Anderson Cancer Center, Houston, Texas, USA
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58
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Broadgate S, Yu J, Downes SM, Halford S. Unravelling the genetics of inherited retinal dystrophies: Past, present and future. Prog Retin Eye Res 2017; 59:53-96. [PMID: 28363849 DOI: 10.1016/j.preteyeres.2017.03.003] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2016] [Revised: 03/21/2017] [Accepted: 03/23/2017] [Indexed: 02/07/2023]
Abstract
The identification of the genes underlying monogenic diseases has been of interest to clinicians and scientists for many years. Using inherited retinal dystrophies as an example of monogenic disease we describe the history of molecular genetic techniques that have been pivotal in the discovery of disease causing genes. The methods that were developed in the 1970's and 80's are still in use today but have been refined and improved. These techniques enabled the concept of the Human Genome Project to be envisaged and ultimately realised. When the successful conclusion of the project was announced in 2003 many new tools and, as importantly, many collaborations had been developed that facilitated a rapid identification of disease genes. In the post-human genome project era advances in computing power and the clever use of the properties of DNA replication has allowed the development of next-generation sequencing technologies. These methods have revolutionised the identification of disease genes because for the first time there is no need to define the position of the gene in the genome. The use of next generation sequencing in a diagnostic setting has allowed many more patients with an inherited retinal dystrophy to obtain a molecular diagnosis for their disease. The identification of novel genes that have a role in the development or maintenance of retinal function is opening up avenues of research which will lead to the development of new pharmacological and gene therapy approaches. Neither of which can be used unless the defective gene and protein is known. The continued development of sequencing technologies also holds great promise for the advent of truly personalised medicine.
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Affiliation(s)
- Suzanne Broadgate
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Levels 5 and 6 West Wing, John Radcliffe Hospital, Headley Way, Oxford, OX3 9DU, UK
| | - Jing Yu
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Levels 5 and 6 West Wing, John Radcliffe Hospital, Headley Way, Oxford, OX3 9DU, UK
| | - Susan M Downes
- Oxford Eye Hospital, Oxford University Hospitals NHS Trust, Oxford, OX3 9DU, UK
| | - Stephanie Halford
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Levels 5 and 6 West Wing, John Radcliffe Hospital, Headley Way, Oxford, OX3 9DU, UK.
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Synthesis of the light/pH responsive polymer for immobilization of α-amylase. MATERIALS SCIENCE & ENGINEERING. C, MATERIALS FOR BIOLOGICAL APPLICATIONS 2017; 71:75-83. [DOI: 10.1016/j.msec.2016.09.072] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/24/2016] [Revised: 09/17/2016] [Accepted: 09/29/2016] [Indexed: 11/23/2022]
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Hughes RA, Ellington AD. Synthetic DNA Synthesis and Assembly: Putting the Synthetic in Synthetic Biology. Cold Spring Harb Perspect Biol 2017; 9:9/1/a023812. [PMID: 28049645 DOI: 10.1101/cshperspect.a023812] [Citation(s) in RCA: 233] [Impact Index Per Article: 29.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The chemical synthesis of DNA oligonucleotides and their assembly into synthons, genes, circuits, and even entire genomes by gene synthesis methods has become an enabling technology for modern molecular biology and enables the design, build, test, learn, and repeat cycle underpinning innovations in synthetic biology. In this perspective, we briefly review the techniques and technologies that enable the synthesis of DNA oligonucleotides and their assembly into larger DNA constructs with a focus on recent advancements that have sought to reduce synthesis cost and increase sequence fidelity. The development of lower-cost methods to produce high-quality synthetic DNA will allow for the exploration of larger biological hypotheses by lowering the cost of use and help to close the DNA read-write cost gap.
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Affiliation(s)
- Randall A Hughes
- Applied Research Laboratories, The University of Texas at Austin, Austin, Texas 78758
| | - Andrew D Ellington
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas 78712
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61
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Li Y, Argyropoulos C. Controlling collective spontaneous emission with plasmonic waveguides. OPTICS EXPRESS 2016; 24:26696-26708. [PMID: 27857400 DOI: 10.1364/oe.24.026696] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
We demonstrate a plasmonic route to control the collective spontaneous emission of two-level quantum emitters. Superradiance and subradiance effects are observed over distances comparable to the operating wavelength inside plasmonic nanochannels. These plasmonic waveguides can provide an effective epsilon-near-zero operation in their cut-off frequency and Fabry-Pérot resonances at higher frequencies. The related plasmonic resonant modes are found to efficiently enhance the constructive (superradiance) or destructive (subradiance) interference between different quantum emitters located inside the waveguides. By increasing the number of emitters located in the elongated plasmonic channel, the superradiance effect is enhanced at the epsilon-near-zero operation, leading to a strong coherent increase in the collective spontaneous emission rate. In addition, the separation distance between neighboring emitters and their emission wavelengths can be changed to dynamically control the collective emission properties of the plasmonic system. It is envisioned that the dynamic modification between quantum superradiant and subradiant modes will find applications in quantum entanglement of qubits, low-threshold nanolasers and efficient sensors.
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62
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Kuhn P, Wagner K, Heil K, Liss M, Netuschil N. Next generation gene synthesis: From microarrays to genomes. Eng Life Sci 2016; 17:6-13. [PMID: 32624724 DOI: 10.1002/elsc.201600121] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Revised: 06/29/2016] [Accepted: 07/25/2016] [Indexed: 11/11/2022] Open
Abstract
Similar to the incredible advances in DNA sequencing, the de novo synthesis of DNA is subject to innovations and fast progress in terms of synthesis speed and cost. We will discuss novel techniques that are expected to enable high-throughput synthesis of oligonucleotides on microarrays and the subsequent assembly into longer fragments, up to whole genomes. Especially, the inherent disadvantages of microarray-derived oligonucleotide pools for gene synthesis will be discussed in detail, and also the different approaches to still render these oligonucleotides useful for gene assembly. These so-called next-generation techniques will lead to a significant cost reduction of gene synthesis and to the possibility of much larger projects, such as whole genome synthesis.
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Affiliation(s)
- Phillip Kuhn
- Thermo Fisher Scientific/Geneart GmbH Regensburg Germany
| | - Katrin Wagner
- Thermo Fisher Scientific/Geneart GmbH Regensburg Germany
| | - Korbinian Heil
- Thermo Fisher Scientific/Geneart GmbH Regensburg Germany
| | - Michael Liss
- Thermo Fisher Scientific/Geneart GmbH Regensburg Germany
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63
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Affiliation(s)
- Shawn E. Levy
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806; ,
| | - Richard M. Myers
- HudsonAlpha Institute for Biotechnology, Huntsville, Alabama 35806; ,
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64
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Cancer Feature Selection and Classification Using a Binary Quantum-Behaved Particle Swarm Optimization and Support Vector Machine. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE 2016; 2016:3572705. [PMID: 27642363 PMCID: PMC5013239 DOI: 10.1155/2016/3572705] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Accepted: 07/27/2016] [Indexed: 11/18/2022]
Abstract
This paper focuses on the feature gene selection for cancer classification, which employs an optimization algorithm to select a subset of the genes. We propose a binary quantum-behaved particle swarm optimization (BQPSO) for cancer feature gene selection, coupling support vector machine (SVM) for cancer classification. First, the proposed BQPSO algorithm is described, which is a discretized version of original QPSO for binary 0-1 optimization problems. Then, we present the principle and procedure for cancer feature gene selection and cancer classification based on BQPSO and SVM with leave-one-out cross validation (LOOCV). Finally, the BQPSO coupling SVM (BQPSO/SVM), binary PSO coupling SVM (BPSO/SVM), and genetic algorithm coupling SVM (GA/SVM) are tested for feature gene selection and cancer classification on five microarray data sets, namely, Leukemia, Prostate, Colon, Lung, and Lymphoma. The experimental results show that BQPSO/SVM has significant advantages in accuracy, robustness, and the number of feature genes selected compared with the other two algorithms.
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65
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Extended Abstracts. Toxicol Pathol 2016. [DOI: 10.1177/019262339702500633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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66
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Rapid, highly sensitive and highly specific gene detection by combining enzymatic amplification and DNA chip detection simultaneously. SENSING AND BIO-SENSING RESEARCH 2016. [DOI: 10.1016/j.sbsr.2016.03.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
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67
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Vonhören B, Roling O, Buten C, Körsgen M, Arlinghaus HF, Ravoo BJ. Photochemical Microcontact Printing by Tetrazole Chemistry. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2016; 32:2277-2282. [PMID: 26886297 DOI: 10.1021/acs.langmuir.6b00059] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
We developed a simple method to pattern self-assembled monolayers of tetrazole triethoxylsilane with a variety of different molecules by photochemical microcontact printing. Under irradiation, tetrazoles form highly reactive nitrile imines, which react with alkenes, alkynes, and thiols. The covalent linkage to the surface could be unambiguously demonstrated by fluorescence microscopy, because the reaction product is fluorescent in contrast to tetrazole. The modified surfaces were further analyzed by X-ray photoelectron spectroscopy (XPS), time-of-flight secondary ion mass spectrometry (ToF-SIMS), atomic force microscopy (AFM), and contact angle goniometry. Protein-repellent micropatterns, a biotin-streptavidin array, and structured polymer brushes could be fabricated with this straightforward method for surface functionalization.
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Affiliation(s)
- Benjamin Vonhören
- Organisch-Chemisches Institut, Center for Soft Nanoscience and Graduate School of Chemistry, Westfälische Wilhelms-Universität Münster , Corrensstraße 40, 48149 Münster, Germany
| | - Oliver Roling
- Organisch-Chemisches Institut, Center for Soft Nanoscience and Graduate School of Chemistry, Westfälische Wilhelms-Universität Münster , Corrensstraße 40, 48149 Münster, Germany
| | - Christoph Buten
- Organisch-Chemisches Institut, Center for Soft Nanoscience and Graduate School of Chemistry, Westfälische Wilhelms-Universität Münster , Corrensstraße 40, 48149 Münster, Germany
| | - Martin Körsgen
- Physikalisches Institut, Westfälische Wilhelms-Universität Münster , Wilhelm-Klemm-Straße 10, 48149 Münster, Germany
| | - Heinrich F Arlinghaus
- Physikalisches Institut, Westfälische Wilhelms-Universität Münster , Wilhelm-Klemm-Straße 10, 48149 Münster, Germany
| | - Bart Jan Ravoo
- Organisch-Chemisches Institut, Center for Soft Nanoscience and Graduate School of Chemistry, Westfälische Wilhelms-Universität Münster , Corrensstraße 40, 48149 Münster, Germany
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de Godoy MR, Hervera M, Swanson KS, Fahey GC. Innovations in Canine and Feline Nutrition: Technologies for Food and Nutrition Assessment. Annu Rev Anim Biosci 2016; 4:311-33. [DOI: 10.1146/annurev-animal-021815-111414] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Pet owners have increasing concerns about the nutrition of their pets, and they desire foods and treats that are safe, traceable, and of high nutritive value. To meet these high expectations, detailed chemical composition characterization of ingredients well beyond that provided by proximate analysis will be required, as will information about host physiology and metabolism. Use of faster and more precise analytical methodology and novel technologies that have the potential to improve pet food safety and quality will be implemented. In vitro and in vivo assays will continue to be used as screening tools to evaluate nutrient quality and adequacy in novel ingredients prior to their use in animal diets. The use of molecular and high-throughput technologies allows implementation of noninvasive studies in dogs and cats to investigate the impact of dietary interventions by using systems biology approaches. These approaches may further improve the health and longevity of pets.
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Affiliation(s)
- Maria R.C. de Godoy
- Department of Animal Sciences, University of Illinois, Urbana, Illinois 61801;, ,
| | | | - Kelly S. Swanson
- Department of Animal Sciences, University of Illinois, Urbana, Illinois 61801;, ,
| | - George C. Fahey
- Department of Animal Sciences, University of Illinois, Urbana, Illinois 61801;, ,
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69
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Müller G. Personalized Diagnosis and Therapy. DRUG DISCOVERY AND EVALUATION: PHARMACOLOGICAL ASSAYS 2016:3167-3284. [DOI: 10.1007/978-3-319-05392-9_152] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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70
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LI Y. Establishment and Application of a Visual DNA Microarray for the Detection of Food-borne Pathogens. ANAL SCI 2016; 32:215-8. [DOI: 10.2116/analsci.32.215] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Yongjin LI
- Zhejiang Provincial Key Laboratory of Aquatic Resources Conservation and Development, Key Laboratory of Aquatic Animal Genetic Breeding and Nutrition, Chinese Academy of Fishery Sciences, Huzhou University
- College of Life Science, Yangtze University
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71
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Zhang X, Wu L, Zou J. Globally Asymptotic Stability Analysis for Genetic Regulatory Networks with Mixed Delays: An M-Matrix-Based Approach. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2016; 13:135-147. [PMID: 26886738 DOI: 10.1109/tcbb.2015.2424432] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
This paper deals with the problem of globally asymptotic stability for nonnegative equilibrium points of genetic regulatory networks (GRNs) with mixed delays (i.e., time-varying discrete delays and constant distributed delays). Up to now, all existing stability criteria for equilibrium points of the kind of considered GRNs are in the form of the linear matrix inequalities (LMIs). In this paper, the Brouwer's fixed point theorem is employed to obtain sufficient conditions such that the kind of GRNs under consideration here has at least one nonnegative equilibrium point. Then, by using the nonsingular M-matrix theory and the functional differential equation theory, M-matrix-based sufficient conditions are proposed to guarantee that the kind of GRNs under consideration here has a unique nonnegative equilibrium point which is globally asymptotically stable. The M-matrix-based sufficient conditions derived here are to check whether a constant matrix is a nonsingular M-matrix, which can be easily verified, as there are many equivalent statements on the nonsingular M-matrices. So, in terms of computational complexity, the M-matrix-based stability criteria established in this paper are superior to the LMI-based ones in literature. To illustrate the effectiveness of the approach proposed in this paper, several numerical examples and their simulations are given.
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72
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Deiss F, Yang Y, Matochko WL, Derda R. Heat-enhanced peptide synthesis on Teflon-patterned paper. Org Biomol Chem 2016; 14:5148-56. [DOI: 10.1039/c6ob00898d] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
In this report, we describe the methodology for 96 parallel organic syntheses of peptides on Teflon-patterned paper assisted by heating with an infra-red lamp.
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Affiliation(s)
- Frédérique Deiss
- Department of Chemistry and Alberta Glycomics Centre
- University of Alberta
- Edmonton
- Canada
| | - Yang Yang
- Department of Chemistry and Alberta Glycomics Centre
- University of Alberta
- Edmonton
- Canada
| | - Wadim L. Matochko
- Department of Chemistry and Alberta Glycomics Centre
- University of Alberta
- Edmonton
- Canada
| | - Ratmir Derda
- Department of Chemistry and Alberta Glycomics Centre
- University of Alberta
- Edmonton
- Canada
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73
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Mesak F, Tatarenkov A, Avise JC. Transcriptomics of diapause in an isogenic self-fertilizing vertebrate. BMC Genomics 2015; 16:989. [PMID: 26597228 PMCID: PMC4657215 DOI: 10.1186/s12864-015-2210-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2015] [Accepted: 11/12/2015] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Many vertebrate species have the ability to undergo weeks or even months of diapause (a temporary arrest of development during early ontogeny). Identification of diapause genes has been challenging due in part to the genetic heterogeneity of most vertebrate animals. RESULTS Here we take the advantage of the mangrove rivulus fish (Kryptolebias marmoratus or Kmar)-the only vertebrate that is extremely inbred due to consistent self-fertilization-to generate isogenic lineages for transcriptomic dissection. Because the Kmar genome is not publicly available, we built de novo genomic (642 Mb) and transcriptomic assemblies to serve as references for global genetic profiling of diapause in Kmar, via RNA-Seq. Transcripts unique to diapause in Kmar proved to constitute only a miniscule fraction (0.1 %) of the total pool of transcribed products. Most genes displayed lower expression in diapause than in post-diapause. However, some genes (notably dusp27, klhl38 and sqstm1) were significantly up-regulated during diapause, whereas others (col9a1, dspp and fmnl1) were substantially down-regulated, compared to both pre-diapause and post-diapause. CONCLUSION Kmar offers a strong model for understanding patterns of gene expression during diapause. Our study highlights the importance of using a combination of genome and transcriptome assemblies as references for NGS-based RNA-Seq analyses. As for all identified diapause genes, in future studies it will be critical to link various levels of RNA expression with the functional roles of the coded products.
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Affiliation(s)
- Felix Mesak
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA, 92697-2525, USA. .,Department of Ecology and Evolutionary Biology, Ayala School of Biological Sciences, University of California, Irvine, CA, 92697-2525, USA.
| | - Andrey Tatarenkov
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA, 92697-2525, USA.
| | - John C Avise
- Department of Ecology and Evolutionary Biology, University of California, Irvine, CA, 92697-2525, USA.
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Holden MT, Carter MCD, Wu CH, Wolfer J, Codner E, Sussman MR, Lynn DM, Smith LM. Photolithographic Synthesis of High-Density DNA and RNA Arrays on Flexible, Transparent, and Easily Subdivided Plastic Substrates. Anal Chem 2015; 87:11420-8. [PMID: 26494264 PMCID: PMC4945104 DOI: 10.1021/acs.analchem.5b02893] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
The photolithographic fabrication of high-density DNA and RNA arrays on flexible and transparent plastic substrates is reported. The substrates are thin sheets of poly(ethylene terephthalate) (PET) coated with cross-linked polymer multilayers that present hydroxyl groups suitable for conventional phosphoramidite-based nucleic acid synthesis. We demonstrate that by modifying array synthesis procedures to accommodate the physical and chemical properties of these materials, it is possible to synthesize plastic-backed oligonucleotide arrays with feature sizes as small as 14 μm × 14 μm and feature densities in excess of 125 000/cm(2), similar to specifications attainable using rigid substrates such as glass or glassy carbon. These plastic-backed arrays are tolerant to a wide range of hybridization temperatures, and improved synthetic procedures are described that enable the fabrication of arrays with sequences up to 50 nucleotides in length. These arrays hybridize with S/N ratios comparable to those fabricated on otherwise identical arrays prepared on glass or glassy carbon. This platform supports the enzymatic synthesis of RNA arrays and proof-of-concept experiments are presented showing that the arrays can be readily subdivided into smaller arrays (or "millichips") using common laboratory-scale laser cutting tools. These results expand the utility of oligonucleotide arrays fabricated on plastic substrates and open the door to new applications for these important bioanalytical tools.
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Affiliation(s)
- Matthew T. Holden
- Department of Chemistry, University of Wisconsin - Madison, WI, 53706, USA
| | | | - Cheng-Hsien Wu
- Department of Chemistry, University of Wisconsin - Madison, WI, 53706, USA
| | - Jamison Wolfer
- Biotechnology Center, University of Wisconsin - Madison, WI, 53706, USA
- Department of Biochemistry, University of Wisconsin - Madison, WI, 53706, USA
- Genome Center of Wisconsin, University of Wisconsin - Madison, WI, 53706, USA
| | - Eric Codner
- Department of Chemical and Biological Engineering, University of Wisconsin - Madison, WI, 53706, USA
| | - Michael R. Sussman
- Biotechnology Center, University of Wisconsin - Madison, WI, 53706, USA
- Department of Biochemistry, University of Wisconsin - Madison, WI, 53706, USA
- Genome Center of Wisconsin, University of Wisconsin - Madison, WI, 53706, USA
| | - David M. Lynn
- Department of Chemistry, University of Wisconsin - Madison, WI, 53706, USA
- Department of Chemical and Biological Engineering, University of Wisconsin - Madison, WI, 53706, USA
| | - Lloyd M. Smith
- Department of Chemistry, University of Wisconsin - Madison, WI, 53706, USA
- Biotechnology Center, University of Wisconsin - Madison, WI, 53706, USA
- Genome Center of Wisconsin, University of Wisconsin - Madison, WI, 53706, USA
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75
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Genomic-Wide Analysis with Microarrays in Human Oncology. MICROARRAYS 2015; 4:454-73. [PMID: 27600234 PMCID: PMC4996403 DOI: 10.3390/microarrays4040454] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Revised: 10/08/2015] [Accepted: 10/13/2015] [Indexed: 12/19/2022]
Abstract
DNA microarray technologies have advanced rapidly and had a profound impact on examining gene expression on a genomic scale in research. This review discusses the history and development of microarray and DNA chip devices, and specific microarrays are described along with their methods and applications. In particular, microarrays have detected many novel cancer-related genes by comparing cancer tissues and non-cancerous tissues in oncological research. Recently, new methods have been in development, such as the double-combination array and triple-combination array, which allow more effective analysis of gene expression and epigenetic changes. Analysis of gene expression alterations in precancerous regions compared with normal regions and array analysis in drug-resistance cancer tissues are also successfully performed. Compared with next-generation sequencing, a similar method of genome analysis, several important differences distinguish these techniques and their applications. Development of novel microarray technologies is expected to contribute to further cancer research.
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76
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Preparing long probes by an asymmetric polymerase chain reaction-based approach for multiplex ligation-dependent probe amplification. Anal Biochem 2015; 487:8-16. [PMID: 25957123 DOI: 10.1016/j.ab.2015.03.031] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2014] [Revised: 03/10/2015] [Accepted: 03/11/2015] [Indexed: 11/21/2022]
Abstract
To clearly discriminate the results of simultaneous screening and quantification of up to 40 different targets-DNA sequences, long probes from 100 to 500 nt, rather than smaller or similar-sized synthetic ones, were adopted for multiplex ligation-dependent probe amplification (MLPA). To prepare the long probes, asymmetric polymerase chain reaction (PCR) was employed to introduce non-complementary stuffers in between the two parts of the MLPA probe with specially designed primers, then restriction enzymes were selected to digest the double-stranded DNAs, and finally polyacrylamide gel electrophoresis was used to purify the single-stranded DNAs (i.e., the long probes). By using this approach, 12 long probes were prepared and used to identify genetically modified (GM) maize. Our experimental results show that the prepared long probes were in full accordance with the designed ones and could be assembled in 4-, 7-, and 10-plex MLPA analysis without losing result specificity and accuracy, showing they were as effective and reliable in MLPA analysis as those prepared with M13-derived vectors. This novel asymmetric PCR-based approach does not need expensive equipment, special reagents, or complicated operations when compared with previous methods. Therefore, our new approach could make MLPA analysis more independent, efficient, and economical.
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77
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Sloane HS, Kelly KA, Landers JP. Rapid KRAS Mutation Detection via Hybridization-Induced Aggregation of Microbeads. Anal Chem 2015; 87:10275-82. [DOI: 10.1021/acs.analchem.5b01876] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Affiliation(s)
- Hillary S. Sloane
- Department
of Chemistry, University of Virginia, Charlottesville, Virginia 22904, United States
| | - Kimberly A. Kelly
- Department
of Biomedical Engineering, University of Virginia, Charlottesville, Virginia 22908, United States
- Robert
M. Berne Cardiovascular Research Center, University of Virginia School of Medicine, Charlottesville, Virginia 22908, United States
| | - James P. Landers
- Department
of Chemistry, University of Virginia, Charlottesville, Virginia 22904, United States
- Department
of Pathology, University of Virginia, Charlottesville, Virginia 22908, United States
- Department
of Mechanical Engineering, University of Virginia, Charlottesville, Virginia 22904, United States
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78
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Next-Generation Sequencing Approaches in Cancer: Where Have They Brought Us and Where Will They Take Us? Cancers (Basel) 2015; 7:1925-58. [PMID: 26404381 PMCID: PMC4586802 DOI: 10.3390/cancers7030869] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Accepted: 09/15/2015] [Indexed: 12/20/2022] Open
Abstract
Next-generation sequencing (NGS) technologies and data have revolutionized cancer research and are increasingly being deployed to guide clinicians in treatment decision-making. NGS technologies have allowed us to take an “omics” approach to cancer in order to reveal genomic, transcriptomic, and epigenomic landscapes of individual malignancies. Integrative multi-platform analyses are increasingly used in large-scale projects that aim to fully characterize individual tumours as well as general cancer types and subtypes. In this review, we examine how NGS technologies in particular have contributed to “omics” approaches in cancer research, allowing for large-scale integrative analyses that consider hundreds of tumour samples. These types of studies have provided us with an unprecedented wealth of information, providing the background knowledge needed to make small-scale (including “N of 1”) studies informative and relevant. We also take a look at emerging opportunities provided by NGS and state-of-the-art third-generation sequencing technologies, particularly in the context of translational research. Cancer research and care are currently poised to experience significant progress catalyzed by accessible sequencing technologies that will benefit both clinical- and research-based efforts.
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79
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Microarray experiments and factors which affect their reliability. Biol Direct 2015; 10:46. [PMID: 26335588 PMCID: PMC4559324 DOI: 10.1186/s13062-015-0077-2] [Citation(s) in RCA: 72] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2015] [Accepted: 08/24/2015] [Indexed: 12/12/2022] Open
Abstract
Oligonucleotide microarrays belong to the basic tools of molecular biology and allow for simultaneous assessment of the expression level of thousands of genes. Analysis of microarray data is however very complex, requiring sophisticated methods to control for various factors that are inherent to the procedures used. In this article we describe the individual steps of a microarray experiment, highlighting important elements and factors that may affect the processes involved and that influence the interpretation of the results. Additionally, we describe methods that can be used to estimate the influence of these factors, and to control the way in which they affect the expression estimates. A comprehensive understanding of the experimental protocol used in a microarray experiment aids the interpretation of the obtained results. By describing known factors which affect expression estimates this article provides guidelines for appropriate quality control and pre-processing of the data, additionally applicable to other transcriptome analysis methods that utilize similar sample handling protocols.
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80
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Yazdi SMHT, Kiah HM, Garcia-Ruiz E, Ma J, Zhao H, Milenkovic O. DNA-Based Storage: Trends and Methods. ACTA ACUST UNITED AC 2015. [DOI: 10.1109/tmbmc.2016.2537305] [Citation(s) in RCA: 117] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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81
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Devadoss A, Sudhagar P, Terashima C, Nakata K, Fujishima A. Photoelectrochemical biosensors: New insights into promising photoelectrodes and signal amplification strategies. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY C-PHOTOCHEMISTRY REVIEWS 2015. [DOI: 10.1016/j.jphotochemrev.2015.06.002] [Citation(s) in RCA: 140] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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82
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Sun YS. Use of Microarrays as a High-Throughput Platform for Label-Free Biosensing. ACTA ACUST UNITED AC 2015; 20:334-53. [DOI: 10.1177/2211068215577570] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Indexed: 12/28/2022]
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83
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Chen R, Shen LP, Wang DH, Wang FG, Zeng HY, Chen ZS, Peng YB, Lin YN, Tang X, Deng MH, Yao N, Luo JC, Xu ZH, Bai SN. A Gene Expression Profiling of Early Rice Stamen Development that Reveals Inhibition of Photosynthetic Genes by OsMADS58. MOLECULAR PLANT 2015; 8:1069-89. [PMID: 25684654 DOI: 10.1016/j.molp.2015.02.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/06/2014] [Revised: 01/28/2015] [Accepted: 02/03/2015] [Indexed: 05/19/2023]
Abstract
Stamen is a unique plant organ wherein germ cells or microsporocytes that commit to meiosis are initiated from somatic cells during its early developmental process. While genes determining stamen identity are known according to the ABC model of floral development, little information is available on how these genes affect germ cell initiation. By using the Affymetrix GeneChip Rice Genome Array to assess 51 279 transcripts, we established a dynamic gene expression profile (GEP) of the early developmental process of rice (Oryza sativa) stamen. Systematic analysis of the GEP data revealed novel expression patterns of some developmentally important genes including meiosis-, tapetum-, and phytohormone-related genes. Following the finding that a substantial amount of nuclear genes encoding photosynthetic proteins are expressed at the low levels in early rice stamen, through the ChIP-seq analysis we found that a C-class MADS box protein, OsMADS58, binds many nuclear-encoded genes participated in photosystem and light reactions and the expression levels of most of them are increased when expression of OsMADS58 is downregulated in the osmads58 mutant. Furthermore, more pro-chloroplasts are observed and increased signals of reactive oxygen species are detected in the osmads58 mutant anthers. These findings implicate a novel link between stamen identity determination and hypoxia status establishment.
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Affiliation(s)
- Rui Chen
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China
| | - Li-Ping Shen
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China
| | - Dong-Hui Wang
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China
| | - Fu-Gui Wang
- Center for Quantitative Biology, Peking University, Beijing 100871, China; School of Mathematical Sciences, Peking University, Beijing 100871, China
| | - Hong-Yun Zeng
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Zhi-Shan Chen
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China
| | - Yi-Ben Peng
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China
| | - Ya-Nan Lin
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China
| | - Xing Tang
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China; Center for Bioinformatics, Peking University, Beijing 100871, China
| | - Ming-Hua Deng
- Center for Quantitative Biology, Peking University, Beijing 100871, China; School of Mathematical Sciences, Peking University, Beijing 100871, China
| | - Nan Yao
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Jing-Chu Luo
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China; Center for Bioinformatics, Peking University, Beijing 100871, China
| | - Zhi-Hong Xu
- State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, Beijing 100871, China
| | - Shu-Nong Bai
- Center for Quantitative Biology, Peking University, Beijing 100871, China; The National Center of Plant Gene Research, Beijing 100871, China; State Key Laboratory of Protein and Plant Gene Research, College of Life Sciences, Peking University, 624 Jin-Guang Life Science Building, 5 Yiheyuan Road, Beijing 100871, China.
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84
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Lockett MR, Smith LM. Carbon Substrates: A Stable Foundation for Biomolecular Arrays. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2015; 8:263-285. [PMID: 26048550 PMCID: PMC6287745 DOI: 10.1146/annurev-anchem-071114-040146] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Since their advent in the early 1990s, microarray technologies have developed into a powerful and ubiquitous platform for biomolecular analysis. Microarrays consist of three major elements: the substrate upon which they are constructed, the chemistry employed to attach biomolecules, and the biomolecules themselves. Although glass substrates and silane-based attachment chemistries are used for the vast majority of current microarray platforms, these materials suffer from severe limitations in stability, due to hydrolysis of both the substrate material itself and of the silyl ether linkages employed for attachment. These limitations in stability compromise assay performance and render impossible many potential microarray applications. We describe here a suite of alternative carbon-based substrates and associated attachment chemistries for microarray fabrication. The substrates themselves, as well as the carbon-carbon bond-based attachment chemistries, offer greatly increased chemical stability, enabling a myriad of novel applications.
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Affiliation(s)
- Matthew R Lockett
- Department of Chemistry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599;
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85
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Miller S, Karaoz U, Brodie E, Dunbar S. Solid and Suspension Microarrays for Microbial Diagnostics. METHODS IN MICROBIOLOGY 2015; 42:395-431. [PMID: 38620236 PMCID: PMC7172482 DOI: 10.1016/bs.mim.2015.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
Advancements in molecular technologies have provided new platforms that are being increasingly adopted for use in the clinical microbiology laboratory. Among these, microarray methods are particularly well suited for diagnostics as they allow multiplexing, or the ability to test for multiple targets simultaneously from the same specimen. Microarray technologies commonly used for the detection and identification of microbial targets include solid-state microarrays, electronic microarrays and bead suspension microarrays. Microarray methods have been applied to microbial detection, genotyping and antimicrobial resistance gene detection. Microarrays can offer a panel approach to diagnose specific patient presentations, such as respiratory or gastrointestinal infections, and can discriminate isolates by genotype for tracking epidemiology and outbreak investigations. And, as more information has become available on specific genes and pathways involved in antimicrobial resistance, we are beginning to be able to predict susceptibility patterns based on sequence detection for particular organisms. With further advances in automated microarray processing methods and genotype-phenotype prediction algorithms, these tests will become even more useful as an adjunct or replacement for conventional antimicrobial susceptibility testing, allowing for more rapid selection of targeted therapy for infectious diseases.
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Affiliation(s)
- Steve Miller
- Clinical Microbiology Laboratory, University of California, San Francisco, California, USA
| | - Ulas Karaoz
- Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
| | - Eoin Brodie
- Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
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86
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Kobayashi R, Biyani M, Ueno S, Kumal SR, Kuramochi H, Ichiki T. Temperature-controlled microintaglio printing for high-resolution micropatterning of RNA molecules. Biosens Bioelectron 2015; 67:115-20. [DOI: 10.1016/j.bios.2014.07.050] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Revised: 07/19/2014] [Accepted: 07/22/2014] [Indexed: 11/30/2022]
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87
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Bao C, Zhu L, Lin Q, Tian H. Building biomedical materials using photochemical bond cleavage. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2015; 27:1647-62. [PMID: 25655424 DOI: 10.1002/adma.201403783] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2014] [Revised: 12/02/2014] [Indexed: 05/06/2023]
Abstract
Light can be used as an external trigger to precisely determine where and when a process is initiated as well as how much of the process is being consumed. Phototriggers are a type of photoresponsive functional group that undergo an irreversible photolysis reaction by selectively breaking a chemical bond, enabling three fundamental functions: the photoactivation of fluorescent and bioactive molecules; the photocleavable degradation of macromolecular materials; and the photorelease of drugs, active groups, or surface charges from carriers and interfaces. With the expanded applications of light-controlled technology, particularly in living systems, new challenges and improvements of phototriggers are required to fulfill the demands for better sensitivity, faster kinetics, and more-demanding biomedical applications. Here, improvements to several conventional phototriggers are highlighted, and their notable, representative biomedical applications and their challenges are discussed.
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Affiliation(s)
- Chunyan Bao
- Key Laboratory for Advanced Materials, Institute of Fine Chemicals, East China University of Science and Technology, 130# Meilong Road, Shanghai, 200237, China
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88
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Study of DNA adsorption on mica surfaces using a surface force apparatus. Sci Rep 2015; 5:8442. [PMID: 25676333 PMCID: PMC4326959 DOI: 10.1038/srep08442] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2014] [Accepted: 01/19/2015] [Indexed: 11/22/2022] Open
Abstract
We report our studies on the adsorption properties of double-stranded DNA molecules on mica surfaces in a confined environment using a surface force apparatus. Specifically, we studied the influence of cation species and concentrations on DNA adsorption properties. Our results indicated that divalent cations (Mg2+ and Co2+) preferred to form uniform and moderately dense DNA layers on a mica substrate. By measuring the interactions between DNA-coated mica and bare mica in an aqueous solution, obvious adhesion was observed in a cobalt chloride solution, possibly due to the ion-correlation attraction between negatively charged DNA and the mica surface. Furthermore, the interaction differences that were observed with MgCl2 and CoCl2 solutions reveal that the specific adsorption behaviors of DNA molecules on a mica substrate were mediated by these two salts. Our results are helpful to elucidate the dynamics of DNA binding on a solid substrate.
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89
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Rahman MM, Li XB, Lopa NS, Ahn SJ, Lee JJ. Electrochemical DNA hybridization sensors based on conducting polymers. SENSORS (BASEL, SWITZERLAND) 2015; 15:3801-29. [PMID: 25664436 PMCID: PMC4367386 DOI: 10.3390/s150203801] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Accepted: 01/27/2015] [Indexed: 02/07/2023]
Abstract
Conducting polymers (CPs) are a group of polymeric materials that have attracted considerable attention because of their unique electronic, chemical, and biochemical properties. This is reflected in their use in a wide range of potential applications, including light-emitting diodes, anti-static coating, electrochromic materials, solar cells, chemical sensors, biosensors, and drug-release systems. Electrochemical DNA sensors based on CPs can be used in numerous areas related to human health. This review summarizes the recent progress made in the development and use of CP-based electrochemical DNA hybridization sensors. We discuss the distinct properties of CPs with respect to their use in the immobilization of probe DNA on electrode surfaces, and we describe the immobilization techniques used for developing DNA hybridization sensors together with the various transduction methods employed. In the concluding part of this review, we present some of the challenges faced in the use of CP-based DNA hybridization sensors, as well as a future perspective.
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Affiliation(s)
- Md Mahbubur Rahman
- Nanotechnology Research Center and Department of Applied Life Science, College of Biomedical and Health Science, Konkuk University, Chungju 380-701, Korea.
| | - Xiao-Bo Li
- Nanotechnology Research Center and Department of Applied Life Science, College of Biomedical and Health Science, Konkuk University, Chungju 380-701, Korea.
| | - Nasrin Siraj Lopa
- Nanotechnology Research Center and Department of Applied Life Science, College of Biomedical and Health Science, Konkuk University, Chungju 380-701, Korea.
| | - Sang Jung Ahn
- Center for Advanced Instrumentation, Korea Research Institute of Standards and Science (KRISS), Daejeon 305-340, Korea.
| | - Jae-Joon Lee
- Nanotechnology Research Center and Department of Applied Life Science, College of Biomedical and Health Science, Konkuk University, Chungju 380-701, Korea.
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90
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Campanero-Rhodes MA, Llobet E, Bengoechea JA, Solís D. Bacteria microarrays as sensitive tools for exploring pathogen surface epitopes and recognition by host receptors. RSC Adv 2015. [DOI: 10.1039/c4ra14570d] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
We have developed a readily adaptable microarray technology for high-throughput screening of pathogen-binding biomolecules and inhibitors of pathogen–counter-receptor interactions, based on the generation of bacteria microarrays.
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Affiliation(s)
- María Asunción Campanero-Rhodes
- Instituto de Química Física Rocasolano
- CSIC
- Madrid
- Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES)
| | - Enrique Llobet
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES)
- Madrid
- Spain
- Programa Infección e Inmunidad
- Fundación de Investigación Sanitaria de las Illes Balears Ramón Llull (FISIB)
| | - José Antonio Bengoechea
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES)
- Madrid
- Spain
- Centre for Infection and Immunity
- Queen's University
| | - Dolores Solís
- Instituto de Química Física Rocasolano
- CSIC
- Madrid
- Spain
- Centro de Investigación Biomédica en Red de Enfermedades Respiratorias (CIBERES)
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91
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El Muslemany KM, Twite AA, ElSohly AM, Obermeyer AC, Mathies RA, Francis MB. Photoactivated bioconjugation between ortho-azidophenols and anilines: a facile approach to biomolecular photopatterning. J Am Chem Soc 2014; 136:12600-6. [PMID: 25171554 DOI: 10.1021/ja503056x] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Methods for the surface patterning of small molecules and biomolecules can yield useful platforms for drug screening, synthetic biology applications, diagnostics, and the immobilization of live cells. However, new techniques are needed to achieve the ease, feature sizes, reliability, and patterning speed necessary for widespread adoption. Herein, we report an easily accessible and operationally simple photoinitiated reaction that can achieve patterned bioconjugation in a highly chemoselective manner. The reaction involves the photolysis of 2-azidophenols to generate iminoquinone intermediates that couple rapidly to aniline groups. We demonstrate the broad functional group compatibility of this reaction for the modification of proteins, polymers, oligonucleotides, peptides, and small molecules. As a specific application, the reaction was adapted for the photolithographic patterning of azidophenol DNA on aniline glass substrates. The presence of the DNA was confirmed by the ability of the surface to capture living cells bearing the sequence complement on their cell walls or cytoplasmic membranes. Compared to other light-based DNA patterning methods, this reaction offers higher speed and does not require the use of a photoresist or other blocking material.
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Affiliation(s)
- Kareem M El Muslemany
- Department of Chemistry, University of California , Berkeley, California 94720-1460, United States
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92
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Abstract
The immobilization of DNA molecules onto a solid support is a crucial step in biochip research and related applications. In this work, we report a DNA photolithography method based on photocleavage of 2-nitrobenzyl linker-modified DNA strands. These strands were subjected to ultraviolet light irradiation to generate multiple short DNA strands in a programmable manner. Coupling the toehold-mediated DNA strand-displacement reaction with DNA photolithography enabled the fabrication of a DNA chip surface with multifunctional DNA patterns having complex geometrical structures at the microscale level. The erasable DNA photolithography strategy was developed to allow different paintings on the same chip. Furthermore, the asymmetrical modification of colloidal particles was carried out by using this photolithography strategy. This strategy has broad applications in biosensors, nanodevices, and DNA-nanostructure fabrication.
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Affiliation(s)
- Fujian Huang
- CAS Key Laboratory of Soft Matter Chemistry, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Polymer Science and Engineering, University of Science and Technology of China, Hefei, Anhui 230026, People’s Republic of China
| | - Huaguo Xu
- CAS Key Laboratory of Soft Matter Chemistry, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Polymer Science and Engineering, University of Science and Technology of China, Hefei, Anhui 230026, People’s Republic of China
| | - Weihong Tan
- Department of Chemistry and Department of Physiology and Functional Genomics, Shands Cancer Center and Center for Research at the Interface of Bio/Nano, UF Genetics Institute and McKnight Brain Institute, University of Florida, Gainesville, Florida 32611-7200, United States
- Molecular Science and Biomedicine Laboratory, State Key Laboratory for Chemo/Bio-Sensing and Chemometrics, College of Biology, College of Chemistry and Chemical Engineering, and Collaborative Research Center of Molecular Engineering for Theranostics, Hunan University, Changsha, Hunan 410082, China
- Address correspondence to ,
| | - Haojun Liang
- CAS Key Laboratory of Soft Matter Chemistry, Collaborative Innovation Center of Chemistry for Energy Materials, Department of Polymer Science and Engineering, University of Science and Technology of China, Hefei, Anhui 230026, People’s Republic of China
- Hefei National Laboratory for Physical Sciences at Microscale, University of Science and Technology of China, Hefei, Anhui 230026, People’s Republic of China
- Address correspondence to ,
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93
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Kosuri S, Church GM. Large-scale de novo DNA synthesis: technologies and applications. Nat Methods 2014; 11:499-507. [PMID: 24781323 PMCID: PMC7098426 DOI: 10.1038/nmeth.2918] [Citation(s) in RCA: 506] [Impact Index Per Article: 46.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Accepted: 03/10/2014] [Indexed: 12/23/2022]
Abstract
For over 60 years, the synthetic production of new DNA sequences has helped researchers understand and engineer biology. Here we summarize methods and caveats for the de novo synthesis of DNA, with particular emphasis on recent technologies that allow for large-scale and low-cost production. In addition, we discuss emerging applications enabled by large-scale de novo DNA constructs, as well as the challenges and opportunities that lie ahead.
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Affiliation(s)
- Sriram Kosuri
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California, USA
| | - George M Church
- 1] Wyss Institute for Biologically Inspired Engineering, Boston, Massachusetts, USA. [2] Department of Genetics, Harvard Medical School, Boston, Massachusetts, USA
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94
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Bridenbaugh EA, Wang W, Srimushnam M, Cromer WE, Zawieja SD, Schmidt SE, Jupiter DC, Huang HC, Van Buren V, Zawieja DC. An immunological fingerprint differentiates muscular lymphatics from arteries and veins. Lymphat Res Biol 2014; 11:155-71. [PMID: 24044756 DOI: 10.1089/lrb.2013.0023] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
The principal function of the lymphatic system is to transport lymph from the interstitium to the nodes and then from the nodes to the blood. In doing so lymphatics play important roles in fluid homeostasis, macromolecular/antigen transport and immune cell trafficking. To better understand the genes that contribute to their unique physiology, we compared the transcriptional profile of muscular lymphatics (prenodal mesenteric microlymphatics and large, postnodal thoracic duct) to axillary and mesenteric arteries and veins isolated from rats. Clustering of the differentially expressed genes demonstrated that the lymph versus blood vessel differences were more profound than between blood vessels, particularly the microvessels. Gene ontology functional category analysis indicated that microlymphatics were enriched in antigen processing/presentation, IgE receptor signaling, catabolic processes, translation and ribosome; while they were diminished in oxygen transport, regulation of cell proliferation, glycolysis and inhibition of adenylate cyclase activity by G-proteins. We evaluated the differentially expressed microarray genes/products by qPCR and/or immunofluorescence. Immunofluorescence documented that multiple MHC class II antigen presentation proteins were highly expressed by an antigen-presenting cell (APC) type found resident within the lymphatic wall. These APCs also expressed CD86, a co-stimulatory protein necessary for T-cell activation. We evaluated the distribution and phenotype of APCs within the pre and postnodal lymphatic network. This study documents a novel population of APCs resident within the walls of muscular, prenodal lymphatics that indicates novel roles in antigen sampling and immune responses. In conclusion, these prenodal lymphatics exhibit a unique profile that distinguishes them from blood vessels and highlights the role of the lymphatic system as an immunovascular system linking the parenchymal interstitium, lymph nodes and the blood.
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Affiliation(s)
- Eric A Bridenbaugh
- Department of Medical Physiology, Division of Lymphatic Biology, Texas A&M Health Science Center College of Medicine , Temple, Texas
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95
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Li Z, Guo Z, Ruan W, Song W, Wang X, Wang H, Zhao B. Surface-enhanced fluorescent immunoassay on 2D silver nanotriangles array. SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY 2014; 124:655-662. [PMID: 24513713 DOI: 10.1016/j.saa.2014.01.060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2013] [Revised: 01/04/2014] [Accepted: 01/07/2014] [Indexed: 06/03/2023]
Abstract
Long range ordered silver nanotriangles array was fabricated for surface-enhanced fluorescent immunoassay in this paper. By polystyrene (PS) microspheres based LB template method, the silver nanotriangle array with about 100 nm in height was constructed on the surface of glass slide. On the surface of Ag nanotriangles array, the immune reaction of antigens and labeled antibodies was carried out. Based on the interaction of fluorophores from antibodies with the plasmon resonance from Ag nanotriangles and the enrichment effect of this patterned array, 3.11 times enhancement of the fluorescent intensity of the target antibodies was obtained. According to the fitting curve of fluorescent intensities and logarithmic concentrations of labeled antibodies from 100 pg/mL to 10 μg/mL, it concludes that the limit of detection by this Ag nanotriangles array for immune complex is 100 pg/mL. Due to the advantages of high sensitivity, good reproducibility, and convenient fabrication, the 2D silver nanotriangles array could be an exciting platform for bioassays in proteomics, drug discovery and diagnostics.
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Affiliation(s)
- Zhishi Li
- State Key Laboratory of Supramolecular Structure and Materials, Jilin University, Changchun 130012, China; State Key Lab of Marine Coatings, 4 Jinhu Road, Qingdao 266071, China; Marine Chemical Research Institute, 4 Jinhu Road, Qingdao 266071, China
| | - Zhinan Guo
- State Key Laboratory of Supramolecular Structure and Materials, Jilin University, Changchun 130012, China
| | - Weidong Ruan
- State Key Laboratory of Supramolecular Structure and Materials, Jilin University, Changchun 130012, China
| | - Wei Song
- State Key Laboratory of Supramolecular Structure and Materials, Jilin University, Changchun 130012, China
| | - Xu Wang
- State Key Laboratory of Supramolecular Structure and Materials, Jilin University, Changchun 130012, China
| | - Huajin Wang
- State Key Lab of Marine Coatings, 4 Jinhu Road, Qingdao 266071, China; Marine Chemical Research Institute, 4 Jinhu Road, Qingdao 266071, China
| | - Bing Zhao
- State Key Laboratory of Supramolecular Structure and Materials, Jilin University, Changchun 130012, China.
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96
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Richter C, Konstantinidis K, Asen I, Kneusel R, Hubbuch J. Cell-free expression of recombinant antigens ofBorrelia burgdorferiand microarray-based multiplex detection using different patient sera. Eng Life Sci 2014. [DOI: 10.1002/elsc.201300109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Affiliation(s)
- Carolin Richter
- DIARECT AG; Freiburg Germany
- Karlsruhe Institute of Technology; Institute of Process Engineering in Life Sciences; Section IV: Biomolecular Separation Engineering; Karlsruhe Germany
| | | | | | - Richard Kneusel
- DIARECT AG; Freiburg Germany
- BadenBioTec GmbH; Freiburg Germany
| | - Jürgen Hubbuch
- Karlsruhe Institute of Technology; Institute of Process Engineering in Life Sciences; Section IV: Biomolecular Separation Engineering; Karlsruhe Germany
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97
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Pirrung MC, Southern EM. The genesis of microarrays. BIOCHEMISTRY AND MOLECULAR BIOLOGY EDUCATION : A BIMONTHLY PUBLICATION OF THE INTERNATIONAL UNION OF BIOCHEMISTRY AND MOLECULAR BIOLOGY 2014; 42:106-113. [PMID: 24344052 DOI: 10.1002/bmb.20756] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Revised: 09/23/2013] [Accepted: 10/23/2013] [Indexed: 06/03/2023]
Abstract
This review provides a perspective on the initial development of microarray technologies by two independent groups in the late 1980s.
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Affiliation(s)
- Michael C Pirrung
- Department of Chemistry, University of California, Riverside, California, 92521
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98
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Gibriel A. Effect of Target Length on Specificity and Sensitivity of Oligonucleotide Microarrays: A Comparison between Dendrimer and Modified PCR based Labelling Methods. Open Biochem J 2014; 8:11-20. [PMID: 24551024 PMCID: PMC3927376 DOI: 10.2174/1874091x01408010011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2013] [Revised: 11/07/2013] [Accepted: 11/08/2013] [Indexed: 12/28/2022] Open
Abstract
DNA microarrays are widely used as end point detectors for gene expression analysis. Several methods have
been developed for target labelling to enable quantification but without taking target length into consideration. Here we
highlight the importance of choosing the optimum target length that would ensure specificity without compromising sensitivity
of the assay. For this, eight plasmids that are identical to each other except for a closely related 23 bp unique reporter
(UR) sequence were used to examine the hybridization efficiency for these URs. Targets of various lengths were
generated and labelled as follows: full length and 330 bases transcripts using a dendrimer labelling method, 120 bp amplicons
by the modified PCR end labelling method and synthetic labelled targets of 33 bases. This report also shows the advantages
of using the modified PCR method over other labelling methods in generating labelled amplicons of the desired
lengths to maximize hybridization efficiency.
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Affiliation(s)
- Abdullah Gibriel
- Biochemistry and Molecular Biology Department, Faculty of Pharmacy, Ahram Canadian University (ACU) ; Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, United Kingdom
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99
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Abstract
Over the last few years, several initiatives have described efforts to combine previously invented techniques in molecular biology with parallel detection principles to sequence or genotype DNA signatures. The Infinium system from Illumina and the Affymetrix GeneChips are two systems suitable for whole-genome scoring of variable positions. However, directed candidate-gene approaches are more cost effective and several academic groups and the private sector provide techniques with moderate typing throughput combined with large sample capacity suiting these needs. Recently, whole-genome sequencing platforms based on the sequencing-by-synthesis principle were presented by 454 Life Sciences and Solexa, showing great potential as alternatives to conventional genotyping approaches. In addition to these sequencing initiatives, many efforts are pursuing novel ideas to facilitate fast and cost-effective whole genome sequencing, such as ligation-based sequencing. Reliable methods for routine re-sequencing of human genomes as a tool for personalized medicine, however, remain to be developed.
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Affiliation(s)
- Max Käller
- AlbaNova University Center, School of Biotechnology, Department of Gene Technology, Royal Institute of Technology, Roslagstullsbacken 21, SE-106 91 Stockholm, Sweden.
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100
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Hadd AG, Brown JT, Andruss BF, Ye F, WalkerPeach CR. Adoption of array technologies into the clinical laboratory. Expert Rev Mol Diagn 2014; 5:409-20. [PMID: 15934817 DOI: 10.1586/14737159.5.3.409] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Array-based methods are making substantial contributions to the discovery of disease biomarkers and are fueling the growth of multianalyte testing for disease diagnosis and treatment. The distillation of high-density array results into sets of signature markers promises to improve disease staging, risk stratification and treatment decisions. To accommodate the growing requirement for multiplex testing, clinical laboratories are converting several single-analyte tests into array-based formats. However, adoption of array technologies provides several challenges to the laboratory, which must evaluate these new formats, train laboratory personnel, market the new services and obtain reimbursement for new analytes. Liquid-bead arrays are an attractive format for routine clinical diagnostics due to a combination of appropriate analyte density, simultaneous array decoding and detection, and flexibility for rapid customization. In this review, the suitability of several array platforms to diagnostic testing and applications of liquid-bead arrays for cystic fibrosis testing, multidisease carrier status assays and leukemia subtyping are discussed. As our understanding of the clinical utility of new or established biomarkers and recommendations for testing change, flexibility and adaptability of array platforms will be imperative. Future development of novel assay formats and improved quantitation will expand the number of diseases tested and lead to further integration into the diagnostic laboratory.
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Affiliation(s)
- Andrew G Hadd
- Ambion Diagnostics, 2130 Woodward Street, Austin, TX 78744, USA.
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