1
|
Toren P, Smolka M, Haase A, Palfinger U, Nees D, Ruttloff S, Kuna L, Schaude C, Jauk S, Rumpler M, Hierschlager B, Katzmayr I, Sonnleitner M, Thesen MW, Lohse M, Horn M, Weigel W, Strbac M, Bijelic G, Hemanth S, Okulova N, Kafka J, Kostler S, Stadlober B, Hesse J. High-throughput roll-to-roll production of polymer biochips for multiplexed DNA detection in point-of-care diagnostics. LAB ON A CHIP 2020; 20:4106-4117. [PMID: 33090158 DOI: 10.1039/d0lc00751j] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Roll-to-roll UV nanoimprint lithography has superior advantages for high-throughput manufacturing of micro- or nano-structures on flexible polymer foils with various geometries and configurations. Our pilot line provides large-scale structure imprinting for cost-effective polymer biochips (4500 biochips/hour), enabling rapid and multiplexed detections. A complete high-volume process chain of the technology for producing structures like μ-sized, triangular optical out-couplers or capillary channels (width: from 1 μm to 2 mm, height: from 200 nm up to 100 μm) to obtain biochips (width: 25 mm, length: 75 mm, height: 100 μm to 1.5 mm) was described. The imprinting process was performed with custom-developed resins on polymer foils with resin thicknesses ranging between 125-190 μm. The produced chips were tested in a commercial point-of-care diagnostic system for multiplexed DNA analysis of methicillin resistant Staphylococcus aureus (e.g., mecA, mecC gene detections). Specific target DNA capturing was based on hybridisation between surface bound DNA probes and biotinylated targets from the sample. The immobilised biotinylated targets subsequently bind streptavidin-horseradish peroxidase conjugates, which in turn generate light upon incubation with a chemiluminescent substrate. To enhance the light out-coupling thus to improve the system performance, optical structures were integrated into the design. The limits-of-detection of mecA (25 bp) for chips with and without structures were calculated as 0.06 and 0.07 μM, respectively. Further, foil-based chips with fluidic channels were DNA functionalised in our roll-to-roll micro-array spotter following the imprinting. This straightforward approach of sequential imprinting and multiplexed DNA functionalisation on a single foil was also realised for the first time. The corresponding foil-based chips were able to detect mecA gene DNA sequences down to a 0.25 μM concentration.
Collapse
Affiliation(s)
- Pelin Toren
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Martin Smolka
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Anja Haase
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Ursula Palfinger
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Dieter Nees
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Stephan Ruttloff
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Ladislav Kuna
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Cindy Schaude
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Sandra Jauk
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Markus Rumpler
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Health - Institute for Biomedicine and Health Sciences, 8010 Graz, Austria
| | | | | | | | | | - Mirko Lohse
- micro resist technology GmbH, 12555 Berlin, Germany
| | | | | | - Matija Strbac
- TECNALIA Research & Innovation, E-48160 Derio, Bizkaia, Spain
| | - Goran Bijelic
- TECNALIA Research & Innovation, E-48160 Derio, Bizkaia, Spain
| | | | | | - Jan Kafka
- INMOLD A/S, Savsvinget 4B, DK-2970 Horsholm, Denmark
| | - Stefan Kostler
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Barbara Stadlober
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| | - Jan Hesse
- JOANNEUM RESEARCH Forschungsgesellschaft mbH, Materials-Institute for Surface Technologies and Photonics, A-8160 Weiz, Austria.
| |
Collapse
|
2
|
Brittain WJ, Brandsetter T, Prucker O, Rühe J. The Surface Science of Microarray Generation-A Critical Inventory. ACS APPLIED MATERIALS & INTERFACES 2019; 11:39397-39409. [PMID: 31322854 DOI: 10.1021/acsami.9b06838] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Microarrays are powerful tools in biomedical research and have become indispensable for high-throughput multiplex analysis, especially for DNA and protein analysis. The basis for all microarray processing and fabrication is surface modification of a chip substrate and many different strategies to couple probe molecules to such substrates have been developed. We present here a critical assessment of typical biochip generation processes from a surface science point of view. While great progress has been made from a molecular biology point of view on the development of qualitative assays and impressive results have been obtained on the detection of rather low concentrations of DNA or proteins, quantitative chip-based assays are still comparably rare. We argue that lack of stable and reliable deposition chemistries has led in many cases to suboptimal quantitative reproducibility, impeded further progress in microarray development and prevented a more significant penetration of microarray technology into the diagnostic market. We suggest that surface-attached hydrogel networks might be a promising strategy to achieve highly sensitive and quantitatively reproducible microarrays.
Collapse
Affiliation(s)
- William J Brittain
- Department of Chemistry & Biochemistry , Texas State University , 601 University Drive , San Marcos , Texas 78666 , United States
- Department of Microsystems Engineering , University of Freiburg , Georges-Köhler-Allee 103 , Freiburg 79110 , Germany
| | - Thomas Brandsetter
- Department of Microsystems Engineering , University of Freiburg , Georges-Köhler-Allee 103 , Freiburg 79110 , Germany
| | - Oswald Prucker
- Department of Microsystems Engineering , University of Freiburg , Georges-Köhler-Allee 103 , Freiburg 79110 , Germany
| | - Jürgen Rühe
- Department of Microsystems Engineering , University of Freiburg , Georges-Köhler-Allee 103 , Freiburg 79110 , Germany
| |
Collapse
|
3
|
Ouyang W, Ko SH, Wu D, Wang AY, Barone PW, Hancock WS, Han J. Microfluidic Platform for Assessment of Therapeutic Proteins Using Molecular Charge Modulation Enhanced Electrokinetic Concentration Assays. Anal Chem 2016; 88:9669-9677. [PMID: 27624735 DOI: 10.1021/acs.analchem.6b02517] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Therapeutic proteins (TPs) are critical in modern medicine, yet shortage of TPs in disaster situations and remote areas remains a worldwide challenge. Manufacturing and real-time release of TPs on demand at the point-of-care is considered the key to this issue, which requires reliable and rapid analytics techniques for quality assurance. Herein we report a microfluidic platform that could be implemented in-line and at the point-of-care for real-time decision-making about the quality of a TP. The in vivo efficacy and duration of efficacy of TPs were assessed by the equilibrium and kinetics of TP and TP receptor (TPR) binding, using electrokinetic concentration (EC) and molecular charge modulation (MCM). EC can simultaneously concentrate and separate bound and unbound species in an assay based on electrical mobility, allowing for the quantification of binding. MCM enables the application of EC to arbitrary TPs by enhancing the mobility differences between TPs, TPRs, and TP-TPR complexes. This technology is homogeneous and overcomes many practical challenges of conventional heterogeneous assays. We developed various formats of assays for equilibrium and kinetic analysis and rapid determination of degradation of TPs, obtaining results comparable to state-of-the-art technologies with significantly less time (<1 h) and simpler setup. Finally, we demonstrated that the results of MCM-EC based assays correlated well with those from mass spectrometry and cell-based assay, which are the industrial standards for quality testing of TPs.
Collapse
Affiliation(s)
| | | | - Di Wu
- Barnett Institute and Department of Chemistry and Chemical Biology, Northeastern University , Boston, Massachusetts 02115, United States
| | - Annie Yu Wang
- Barnett Institute and Department of Chemistry and Chemical Biology, Northeastern University , Boston, Massachusetts 02115, United States
| | | | - William S Hancock
- Barnett Institute and Department of Chemistry and Chemical Biology, Northeastern University , Boston, Massachusetts 02115, United States
| | | |
Collapse
|
4
|
Demyanenko SV, Panchenko SN, Uzdensky AB. Expression of neuronal and signaling proteins in penumbra around a photothrombotic infarction core in rat cerebral cortex. BIOCHEMISTRY (MOSCOW) 2016; 80:790-9. [PMID: 26531025 DOI: 10.1134/s0006297915060152] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Photodynamic impact on animal cerebral cortex using water-soluble Bengal Rose as a photosensitizer, which does not cross the blood-brain barrier and remains in blood vessels, induces platelet aggregation, vessel occlusion, and brain tissue infarction. This reproduces ischemic stroke. Irreversible cell damage within the infarction core propagates to adjacent tissue and forms a transition zone - the penumbra. Tissue necrosis in the infarction core is too fast (minutes) to be prevented, but much slower penumbral injury (hours) can be limited. We studied the changes in morphology and protein expression profile in penumbra 1 h after local photothrombotic infarction induced by laser irradiation of the cerebral cortex after Bengal Rose administration. Morphological study using standard hematoxylin/eosin staining showed a 3-mm infarct core surrounded by 1.5-2.0 mm penumbra. Morphological changes in the penumbra were lesser and decreased towards its periphery. Antibody microarrays against 224 neuronal and signaling proteins were used for proteomic study. The observed upregulation of penumbra proteins involved in maintaining neurite integrity and guidance (NAV3, MAP1, CRMP2, PMP22); intercellular interactions (N-cadherin); synaptic transmission (glutamate decarboxylase, tryptophan hydroxylase, Munc-18-1, Munc-18-3, and synphilin-1); mitochondria quality control and mitophagy (PINK1 and Parkin); ubiquitin-mediated proteolysis and tissue clearance (UCHL1, PINK1, Parkin, synphilin-1); and signaling proteins (PKBα and ERK5) could be associated with tissue recovery. Downregulation of PKC, PKCβ1/2, and TDP-43 could also reduce tissue injury. These changes in expression of some neuronal proteins were directed mainly to protection and tissue recovery in the penumbra. Some upregulated proteins might serve as markers of protection processes in a penumbra.
Collapse
Affiliation(s)
- S V Demyanenko
- Academy of Biology and Biotechnology, Southern Federal University, Rostov-on-Don, 344090, Russia.
| | | | | |
Collapse
|
5
|
Uzdensky A, Demyanenko S, Fedorenko G, Lapteva T, Fedorenko A. Protein Profile and Morphological Alterations in Penumbra after Focal Photothrombotic Infarction in the Rat Cerebral Cortex. Mol Neurobiol 2016; 54:4172-4188. [PMID: 27324898 DOI: 10.1007/s12035-016-9964-5] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2016] [Accepted: 06/08/2016] [Indexed: 11/28/2022]
Abstract
After ischemic stroke, cell damage propagates from infarct core to surrounding tissues (penumbra). To reveal proteins involved in neurodegeneration and neuroprotection in penumbra, we studied protein expression changes in 2-mm ring around the core of photothrombotic infarct induced in the rat brain cortex by local laser irradiation after administration of Bengal Rose. The ultrastructural study showed edema and degeneration of neurons, glia, and capillaries. Morphological changes gradually decreased across the penumbra. Using the antibody microarrays, we studied changes in expression of >200 neuronal proteins in penumbra 4 or 24 h after focal photothrombotic infarct. Diverse cellular subsystems were involved in the penumbra tissue response: signal transduction pathways such as protein kinase Bα/GSK-3, protein kinase C and its β1 and β2 isoforms, Wnt/β-catenin (axin1, GSK-3, FRAT1), Notch/NUMB, DYRK1A, TDP43; mitochondria quality control (Pink1, parkin, HtrA2); ubiquitin-mediated proteolysis (ubiquilin-1, UCHL1); axon outgrowth and guidance (NAV-3, CRMP2, PKCβ2); vesicular trafficking (syntaxin-8, TMP21, Munc-18-3, synip, ALS2, VILIP1, syntaxin, synaptophysin, synaptotagmin); biosynthesis of neuromediators (tryptophan hydroxylase, monoamine oxidase B, glutamate decarboxylase, tyrosine hydroxylase, DOPA decarboxylase, dopamine transporter); intercellular interactions (N-cadherin, PMP22); cytoskeleton (neurofilament 68, neurofilament-M, doublecortin); and other proteins (LRP1, prion protein, β-amyloid). These proteins are involved in neurodegeneration or neuroprotection. Such changes were most expressed 4 h after photothrombotic impact. Immunohistochemical and Western blot studies of expression of monoamine oxidase B, UCHL1, DYRK1A, and Munc-18-3 confirmed the proteomic data. These data provide the integral view on the penumbra response to photothrombotic infarct. Some of these proteins can be potential targets for ischemic stroke therapy.
Collapse
Affiliation(s)
- Anatoly Uzdensky
- Laboratory of Molecular Neurobiology, Academy of Biology and Biotechnology, Southern Federal University, 194/1 Stachky pr., Rostov-on-Don, 344090, Russia.
| | - Svetlana Demyanenko
- Laboratory of Molecular Neurobiology, Academy of Biology and Biotechnology, Southern Federal University, 194/1 Stachky pr., Rostov-on-Don, 344090, Russia
| | - Grigory Fedorenko
- Laboratory of Molecular Neurobiology, Academy of Biology and Biotechnology, Southern Federal University, 194/1 Stachky pr., Rostov-on-Don, 344090, Russia.,Institute of Arid Zones, Southern Scientific Center of Russian Academy of Sciences, 41 Chekhov prosp., Rostov-on-Don, 344006, Russia
| | - Tayana Lapteva
- Regional Consulting and Diagnostic Center, 127 Pushkinskaya st., Rostov-on-Don, 344010, Russia
| | - Alexej Fedorenko
- Laboratory of Molecular Neurobiology, Academy of Biology and Biotechnology, Southern Federal University, 194/1 Stachky pr., Rostov-on-Don, 344090, Russia
| |
Collapse
|
6
|
Rody WJ, Wijegunasinghe M, Holliday LS, McHugh KP, Wallet SM. Immunoassay analysis of proteins in gingival crevicular fluid samples from resorbing teeth. Angle Orthod 2015; 86:187-92. [DOI: 10.2319/032415-195.1] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
ABSTRACT
Objective:
To carry out an immunoassay analysis of biomarkers expressed in gingival crevicular fluid (GCF) with the main goal of finding a useful diagnostic pattern to distinguish between resorbing deciduous teeth and nonresorbing controls.
Materials and Methods:
A split-mouth design was used in this study with a total of 22 GCF samples collected from 11 patients in the mixed dentition. For each child, one deciduous molar with radiographic evidence of root resorption was used as the test tooth whereas the contralateral first permanent molar with formed roots was used as the control tooth. Samples were processed with immunoassays using a panel of selected biomarkers including interleukin-1 beta (IL-1b), interleukin-1 receptor antagonist (IL-1RA), nuclear factor kappa B ligand (RANKL), osteoprotegerin (OPG), matrix metalloproteinase-9 (MMP-9), and dentin sialoprotein (DSP).
Results:
There were no statistically significant differences in levels of IL-1b, OPG, and MMP-9 between test and control sites (P > .05). IL-1RA was the only biomarker to show a significant down-regulation (P = .04) in GCF samples collected from resorbing teeth. RANKL data showed a heavily skewed distribution and was deemed unreliable. Only one deciduous GCF sample had detectable levels of DSP; therefore, no further statistical calculation was applicable because of the limited amount of data for this biomarker.
Conclusions:
This study indicated that IL1-RA is down-regulated in GCF from resorbing primary molars, thus suggesting this cytokine as a potential analyte to be included in a panel that can discriminate between resorbing and nonresorbing teeth.
Collapse
Affiliation(s)
- Wellington J. Rody
- Assistant Professor, Department of Orthodontics, College of Dentistry, University of Florida, Gainesville, Fla
| | - Manjula Wijegunasinghe
- Laboratory Assistant, Department of Chemistry, University of Manitoba, Winnipeg MB, Canada
| | - L. Shannon Holliday
- Associate Professor, Department of Orthodontics, College of Dentistry, University of Florida, Gainesville, Fla
| | - Kevin P. McHugh
- Associate Professor, Department of Periodontology, College of Dentistry, University of Florida, Gainesville, Fla
| | - Shannon M. Wallet
- Associate Professor, Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, Fla
| |
Collapse
|
7
|
Abstract
All of life is regulated by complex and organized chemical reactions that help dictate when to grow, to move, to reproduce, and to die. When these processes go awry, or are interrupted by pathological agents, diseases such as cancer, autoimmunity, or infections can result. Cytokines, chemokines, growth factors, adipokines, and other chemical moieties make up a vast subset of these chemical reactions that are altered in disease states, and monitoring changes in these molecules could provide for the identification of disease biomarkers. From the first identification of carcinoembryonic antigen, to the discovery of prostate-specific antigen, to numerous others described within, biomarkers of disease are detectable in a plethora of sample types. The growing number of biomarkers for infection, autoimmunity, and cancer allow for increasingly early detection, to identification of novel drug targets, to prognostic indicators of disease outcome. However, more and more studies are finding that a single cytokine or growth factor is insufficient as a true disease biomarker and that a more global perspective is needed to understand true disease biology. Such a broad view requires a multiplexed platform for chemical detection, and antibody arrays meet and exceed this need by performing this detection in a high-throughput fashion. Herein, we will discuss how antibody arrays have evolved, and how they have helped direct new drug target design, helped identify therapeutic disease markers, and helped in earlier disease detection. From asthma to renal disease, and neurological dysfunction to immunologic disorders, antibody arrays afford a bright future for new biomarkers discovery.
Collapse
|
8
|
Richens JL, Lunt EA, O'Shea P. Optimisation of protein microarray techniques for analysis of the plasma proteome: Minimisation of non-specific binding interactions. Int Immunopharmacol 2015; 24:166-168. [DOI: 10.1016/j.intimp.2014.12.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2011] [Revised: 10/10/2014] [Accepted: 12/03/2014] [Indexed: 01/10/2023]
|
9
|
Phenylboronic acid polymer brush-enabled oriented and high density antibody immobilization for sensitive microarray immunoassay. Colloids Surf B Biointerfaces 2014; 121:21-6. [DOI: 10.1016/j.colsurfb.2014.05.031] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 05/18/2014] [Accepted: 05/20/2014] [Indexed: 12/30/2022]
|
10
|
Kapil MA, Herr AE. Binding Kinetic Rates Measured via Electrophoretic Band Crossing in a Pseudohomogeneous Format. Anal Chem 2014; 86:2601-9. [DOI: 10.1021/ac403829z] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Affiliation(s)
- Monica A. Kapil
- Department
of Bioengineering, University of California, Berkeley, California, 94706, United States
| | - Amy E. Herr
- Department
of Bioengineering, University of California, Berkeley, California, 94706, United States
| |
Collapse
|
11
|
Jeong GM, Seong H, Kim YS, Im SG, Jeong KJ. Site-specific immobilization of proteins on non-conventional substrates via solvent-free initiated chemical vapour deposition (iCVD) process. Polym Chem 2014. [DOI: 10.1039/c4py00167b] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
|
12
|
Miller I, Serchi T, Murk AJ, Gutleb AC. The added value of proteomics for toxicological studies. JOURNAL OF TOXICOLOGY AND ENVIRONMENTAL HEALTH. PART B, CRITICAL REVIEWS 2014; 17:225-246. [PMID: 24828453 DOI: 10.1080/10937404.2014.904730] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Proteomics has the potential to elucidate complex patterns of toxic action attributed to its unique holistic a posteriori approach. In the case of toxic compounds for which the mechanism of action is not completely understood, a proteomic approach may provide valuable mechanistic insight. This review provides an overview of currently available proteomic techniques, including examples of their application in toxicological in vivo and in vitro studies. Future perspectives for a wider application of state-of-the-art proteomic techniques in the field of toxicology are discussed. The examples concern experiments with dioxins, polychlorinated biphenyls, and polybrominated diphenyl ethers as model compounds, as they exhibit a plethora of sublethal effects, of which some mechanisms were revealed via successful proteomic studies. Generally, this review shows the added value of including proteomics in a modern tool box for toxicological studies.
Collapse
Affiliation(s)
- I Miller
- a Institute for Medical Biochemistry, Department for Biomedical Sciences , University of Veterinary Medicine Vienna , Vienna , Austria
| | | | | | | |
Collapse
|
13
|
Gevaert O, De Moor B. Prediction of cancer outcome using DNA microarray technology: past, present and future. ACTA ACUST UNITED AC 2013; 3:157-65. [PMID: 23485162 DOI: 10.1517/17530050802680172] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
BACKGROUND The use of DNA microarray technology to predict cancer outcome already has a history of almost a decade. Although many breakthroughs have been made, the promise of individualized therapy is still not fulfilled. In addition, new technologies are emerging that also show promise in outcome prediction of cancer patients. OBJECTIVE The impact of DNA microarray and other 'omics' technologies on the outcome prediction of cancer patients was investigated. Whether integration of omics data results in better predictions was also examined. METHODS DNA microarray technology was focused on as a starting point because this technology is considered to be the most mature technology from all omics technologies. Next, emerging technologies that may accomplish the same goals but have been less extensively studied are described. CONCLUSION Besides DNA microarray technology, other omics technologies have shown promise in predicting the cancer outcome or have potential to replace microarray technology in the near future. Moreover, it is shown that integration of multiple omics data can result in better predictions of cancer outcome; but, owing to the lack of comprehensive studies, validation studies are required to verify which omics has the most information and whether a combination of multiple omics data improves predictive performance.
Collapse
Affiliation(s)
- Olivier Gevaert
- Katholieke Universiteit Leuven, Department of Electrical Engineering ESAT-SCD-Sista, Kasteelpark Arenberg 10, 3001 Leuven, Belgium +32 16 328646 ; +32 16 32 ;
| | | |
Collapse
|
14
|
Han KN, Li CA, Seong GH. Microfluidic chips for immunoassays. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2013; 6:119-41. [PMID: 23495732 DOI: 10.1146/annurev-anchem-062012-092616] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
The use of microfluidic chips for immunoassays has been extensively explored in recent years. The combination of immunoassays and microfluidics affords a promising platform for multiple, sensitive, and automatic point-of-care (POC) diagnostics. In this review, we focus on the description of recent achievements in microfluidic chips for immunoassays categorized by their detection method. Following a brief introduction to the basic principles of each detection method, we examine current microfluidic immunosensor detection systems in detail. We also highlight interesting strategies for sensitive immunosensing configurations, multiplexed analysis, and POC diagnostics in microfluidic immunosensors.
Collapse
Affiliation(s)
- Kwi Nam Han
- Department of Bionanoengineering, Hanyang University, Ansan 426-791, South Korea.
| | | | | |
Collapse
|
15
|
Cell-based arrays for the identification of interacting polypeptide domains or epitopes. Methods Mol Biol 2013; 1061:211-29. [PMID: 23963940 DOI: 10.1007/978-1-62703-589-7_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
The specific regions on proteins which are responsible for protein-protein interaction are called interacting domains, or epitopes in case of antigen-antibody binding. These domains are one feature to characterize proteins and are important in clinical diagnostics and research. For the mapping of such domains the use of protein/peptide arrays has become popular. Regardless of which kind of array, the major requirements are a high number of candidates arranged in the array, high quality, ease of use, and cost-effectiveness. Here, the authors describe a general protocol for mapping the interacting domains of proteins demonstrated by a high affinity protein interaction, the interaction of an antibody to an antigen. The chapter describes a stepwise protocol from library production to the verification of the domain by the use of an automated cell-based polypeptide array, which comprises the named requirements of a good array.
Collapse
|
16
|
Determination of calprotectin in gingival crevicular fluid by immunoassay on a microchip. Clin Biochem 2012; 45:1239-44. [DOI: 10.1016/j.clinbiochem.2012.05.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2012] [Revised: 05/04/2012] [Accepted: 05/06/2012] [Indexed: 11/19/2022]
|
17
|
Zhang XQ, Xu X, Bertrand N, Pridgen E, Swami A, Farokhzad OC. Interactions of nanomaterials and biological systems: Implications to personalized nanomedicine. Adv Drug Deliv Rev 2012; 64:1363-84. [PMID: 22917779 DOI: 10.1016/j.addr.2012.08.005] [Citation(s) in RCA: 247] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2012] [Revised: 07/25/2012] [Accepted: 08/09/2012] [Indexed: 12/16/2022]
Abstract
The application of nanotechnology to personalized medicine provides an unprecedented opportunity to improve the treatment of many diseases. Nanomaterials offer several advantages as therapeutic and diagnostic tools due to design flexibility, small sizes, large surface-to-volume ratio, and ease of surface modification with multivalent ligands to increase avidity for target molecules. Nanomaterials can be engineered to interact with specific biological components, allowing them to benefit from the insights provided by personalized medicine techniques. To tailor these interactions, a comprehensive knowledge of how nanomaterials interact with biological systems is critical. Herein, we discuss how the interactions of nanomaterials with biological systems can guide their design for diagnostic, imaging and drug delivery purposes. A general overview of nanomaterials under investigation is provided with an emphasis on systems that have reached clinical trials. Finally, considerations for the development of personalized nanomedicines are summarized such as the potential toxicity, scientific and technical challenges in fabricating them, and regulatory and ethical issues raised by the utilization of nanomaterials.
Collapse
|
18
|
Huang CJ, Li Y, Jiang S. Zwitterionic Polymer-Based Platform with Two-Layer Architecture for Ultra Low Fouling and High Protein Loading. Anal Chem 2012; 84:3440-5. [DOI: 10.1021/ac3003769] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Chun-Jen Huang
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195-1750, United
States
| | - Yuting Li
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195-1750, United
States
| | - Shaoyi Jiang
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195-1750, United
States
| |
Collapse
|
19
|
Tomizaki KY, Obi M, Mihara H. Noncompetitive On-Chip Immunoassays for Detection of Nonlabeled Antibodies Based on the Excluded Volume Effect of the Target Itself. BULLETIN OF THE CHEMICAL SOCIETY OF JAPAN 2012. [DOI: 10.1246/bcsj.20110239] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Kin-ya Tomizaki
- Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology
- Innovative Materials and Processing Research Center, Ryukoku University
- Department of Materials Chemistry, Ryukoku University
| | - Masaki Obi
- Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology
| | - Hisakazu Mihara
- Graduate School of Bioscience and Biotechnology, Tokyo Institute of Technology
| |
Collapse
|
20
|
Spisák S, Kalmár A, Galamb O, Wichmann B, Sipos F, Péterfia B, Csabai I, Kovalszky I, Semsey S, Tulassay Z, Molnár B. Genome-wide screening of genes regulated by DNA methylation in colon cancer development. PLoS One 2012; 7:e46215. [PMID: 23049694 PMCID: PMC3462205 DOI: 10.1371/journal.pone.0046215] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2012] [Accepted: 08/28/2012] [Indexed: 02/05/2023] Open
Abstract
Tumorigenesis is accompanied by changes in the DNA methylation pattern. Our aim was to test a novel approach for identification of transcripts at whole transcript level which are regulated by DNA methylation. Our approach is based on comparison of data obtained from transcriptome profiling of primary human samples and in vitro cell culture models. Epithelial cells were collected by LCM from normal, adenoma, and tumorous colonic samples. Using gene expression analysis, we identified downregulated genes in the tumors compared to normal tissues. In parallel 3000 upregulated genes were determined in HT-29 colon adenocarcinoma cell culture model after DNA demethylation treatment. Of the 2533 transcripts showing reduced expression in the tumorous samples, 154 had increased expression as a result of DNA demethylation treatment. Approximately 2/3 of these genes had decreased expression already in the adenoma samples. Expression of five genes (GCG, NMES-1, LRMP, FAM161B and PTGDR), was validated using RT-PCR. PTGDR showed ambiguous results, therefore it was further studied to verify the extent of DNA methylation and its effect on the protein level. Results confirmed that our approach is suitable for genome-wide screening of genes which are regulated or inactivated by DNA methylation. Activity of these genes possibly interferes with tumor progression, therefore genes identified can be key factors in the formation and in the progression of the disease.
Collapse
Affiliation(s)
- Sándor Spisák
- Molecular Medicine Research Unit, Hungarian Academy of Sciences, Budapest, Hungary.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
21
|
Werner M, Merenda F, Piguet J, Salathé RP, Vogel H. Microfluidic array cytometer based on refractive optical tweezers for parallel trapping, imaging and sorting of individual cells. LAB ON A CHIP 2011; 11:2432-9. [PMID: 21655617 DOI: 10.1039/c1lc20181f] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
Analysis of genetic and functional variability in populations of living cells requires experimental techniques capable of monitoring cellular processes such as cell signaling of many single cells in parallel while offering the possibility to sort interesting cell phenotypes for further investigations. Although flow cytometry is able to sequentially probe and sort thousands of cells per second, dynamic processes cannot be experimentally accessed on single cells due to the sub-second sampling time. Cellular dynamics can be measured by image cytometry of surface-immobilized cells, however, cell sorting is complicated under these conditions due to cell attachment. We here developed a cytometric tool based on refractive multiple optical tweezers combined with microfluidics and optical microscopy. We demonstrate contact-free immobilization of more than 200 yeast cells into a high-density array of optical traps in a microfluidic chip. The cell array could be moved to specific locations of the chip enabling us to expose in a controlled manner the cells to reagents and to analyze the responses of individual cells in a highly parallel format using fluorescence microscopy. We further established a method to sort single cells within the microfluidic device using an additional steerable optical trap. Ratiometric fluorescence imaging of intracellular pH of trapped yeast cells allowed us on the one hand to measure the effect of the trapping laser on the cells' viability and on the other hand to probe the dynamic response of the cells upon glucose sensing.
Collapse
Affiliation(s)
- Michael Werner
- Laboratory of Physical Chemistry of Polymers and Membranes, Ecole Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | | | | | | | | |
Collapse
|
22
|
Li S, Liu X, Wei L, Wang H, Zhang J, Wei H, Qian X, Jiang Y, He F. Plasma biomarker screening for liver fibrosis with the N-terminal isotope tagging strategy. SCIENCE CHINA-LIFE SCIENCES 2011; 54:393-402. [PMID: 21574042 PMCID: PMC7088802 DOI: 10.1007/s11427-011-4165-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/02/2010] [Accepted: 02/22/2011] [Indexed: 02/08/2023]
Abstract
A non-invasive diagnostic approach is crucial for the evaluation of severity of liver disease, treatment decisions, and assessing drug efficacy. This study evaluated plasma proteomic profiling via an N-terminal isotope tagging strategy coupled with liquid chromatography/Fourier transform ion cyclotron resonance mass spectrometry measurement to detect liver fibrosis staging. Pooled plasma from different liver fibrosis stages, which were assessed in advance by the current gold-standard of liver biopsy, was quantitatively analyzed. A total of 72 plasma proteins were found to be dysregulated during the fibrogenesis process, and this finding constituted a valuable candidate plasma biomarker bank for follow-up analysis. Validation results of fibronectin by Western blotting reconfirmed the mass-based data. Ingenuity Pathways Analysis showed four types of metabolic networks for the functional effect of liver fibrosis disease in chronic hepatitis B patients. Consequently, quantitative proteomics via the N-terminal acetyl isotope labeling technique provides an effective and useful tool for screening plasma candidate biomarkers for liver fibrosis. We quantitatively monitored the fibrogenesis process in CHB patients. We discovered many new valuable candidate biomarkers for the diagnosis of liver fibrosis and also partly identified the mechanism involved in liver fibrosis disease. These results provide a clearer understanding of liver fibrosis pathophysiology and will also hopefully lead to improvement of clinical diagnosis and treatment.
Collapse
Affiliation(s)
- ShuLong Li
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, Beijing Institute of Radiation Medicine, Beijing, 102206, China
| | | | | | | | | | | | | | | | | |
Collapse
|
23
|
Urban PL, Amantonico A, Zenobi R. Lab-on-a-plate: extending the functionality of MALDI-MS and LDI-MS targets. MASS SPECTROMETRY REVIEWS 2011; 30:435-478. [PMID: 21254192 DOI: 10.1002/mas.20288] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
We review the literature that describes how (matrix-assisted) laser desorption/ionization (MA)LDI target plates can be used not only as sample supports, but beyond that: as functional parts of analytical protocols that incorporate detection by MALDI-MS or matrix-free LDI-MS. Numerous steps of analytical procedures can be performed directly on the (MA)LDI target plates prior to the ionization of analytes in the ion source of a mass spectrometer. These include homogenization, preconcentration, amplification, purification, extraction, digestion, derivatization, synthesis, separation, detection with complementary techniques, data storage, or other steps. Therefore, we consider it helpful to define the "lab-on-a-plate" as a format for carrying out extensive sample treatment as well as bioassays directly on (MA)LDI target plates. This review introduces the lab-on-plate approach and illustrates it with the aid of relevant examples from the scientific and patent literature.
Collapse
Affiliation(s)
- Pawel L Urban
- Department of Chemistry and Applied Biosciences, ETH Zurich, CH-8093 Zurich, Switzerland
| | | | | |
Collapse
|
24
|
Giricz O, Lauer JL, Fields GB. Comparison of metalloproteinase protein and activity profiling. Anal Biochem 2011; 409:37-45. [PMID: 20920458 PMCID: PMC3298814 DOI: 10.1016/j.ab.2010.09.040] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2010] [Revised: 09/02/2010] [Accepted: 09/25/2010] [Indexed: 12/23/2022]
Abstract
Proteolytic enzymes play fundamental roles in many biological processes. Members of the matrix metalloproteinase (MMP) family have been shown to take part in processes crucial in disease progression. The current study used the ExcelArray Human MMP/TIMP Array to quantify MMP and tissue inhibitor of metalloproteinase (TIMP) production in the lysates and media of 14 cancer cell lines and 1 normal cell line. The overall patterns were very similar in terms of which MMPs and TIMPs were secreted in the media versus associated with the cells in the individual samples. However, more MMP was found in the media (in both amount and variety). TIMP-1 was produced in all cell lines. MMP activity assays with three different fluorescence resonance energy transfer (FRET) substrates were then used to determine whether protein production correlated with function for the WM-266-4 and BJ cell lines. Metalloproteinase activity was observed for both cell lines with a general MMP substrate (Knight SSP), consistent with protein production data. However, although both cell lines promoted the hydrolysis of a more selective MMP substrate (NFF-3), metalloproteinase activity was confirmed only in the BJ cell line. The use of inhibitors to confirm metalloproteinase activities pointed to the strengths and weaknesses of in situ FRET substrate assays.
Collapse
Affiliation(s)
- Orsi Giricz
- Department of Chemistry & Biochemistry, Florida Atlantic University, 777 Glades Road, Boca Raton, FL 33431-0991
- Department of Developmental and Molecular Biology, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461
| | - Janelle L. Lauer
- Department of Biochemistry, University of Texas Health Science Center, 7703 Floyd Curl Drive, San Antonio, TX 78229
- Department of Molecular Therapeutics, Scripps Florida, 130 Scripps Way, 2A2, Jupiter, FL 33458
| | - Gregg B. Fields
- Department of Biochemistry, University of Texas Health Science Center, 7703 Floyd Curl Drive, San Antonio, TX 78229
| |
Collapse
|
25
|
LEE J, RYOO SR, KIM SK, AHN JH, MIN DH, YEO WS. Quantitation of Surface-bound Proteins on Biochips Using MALDI-TOF MS. ANAL SCI 2011; 27:1127-31. [DOI: 10.2116/analsci.27.1127] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Juhee LEE
- Department of Bioscience and Biotechnology, Konkuk University
| | | | - Sang Kyung KIM
- Nano-Bio Research Center, Korea Institute of Science and Technology
| | - Joong-Hoon AHN
- Department of Bioscience and Biotechnology, Konkuk University
| | | | - Woon-Seok YEO
- Department of Bioscience and Biotechnology, Konkuk University
| |
Collapse
|
26
|
Abstract
Profiling of protein biomarkers is powerful for the analysis of complex proteomes altered during the progression of diseases. Lab-on-a-chip technologies can potentially provide the throughput and efficiency required for point-of-care and clinical applications. While initial studies utilized 1D microchip separation techniques, researchers have recently developed novel 2D microchip separation platforms with the ability to profile thousands of proteins more effectively. Despite advancements in lab-on-a-chip technologies, very few reports have demonstrated a point-of-care microchip-based profiling of proteins. In this review, recent progress in 1D and 2D microchip profiling of protein mixtures of a biological sample with potential point-of-care applications are discussed. A selection of recent microchip immunoassay-based techniques is also highlighted.
Collapse
|
27
|
Tomizaki KY, Usui K, Mihara H. Protein-protein interactions and selection: array-based techniques for screening disease-associated biomarkers in predictive/early diagnosis. FEBS J 2010; 277:1996-2005. [PMID: 20412053 DOI: 10.1111/j.1742-4658.2010.07626.x] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
There has been considerable interest in recent years in the development of miniaturized and parallelized array technology for protein-protein interaction analysis and protein profiling, namely 'protein-detecting microarrays'. Protein-detecting microarrays utilize a wide variety of capture agents (antibodies, fusion proteins, DNA/RNA aptamers, synthetic peptides, carbohydrates, and small molecules) immobilized at high spatial density on a solid surface. Each capture agent binds selectively to its target protein in a complex mixture, such as serum or cell lysate samples. Captured proteins are subsequently detected and quantified in a high-throughput fashion, with minimal sample consumption. Protein-detecting microarrays were first described by MacBeath and Schreiber in 2000, and the number of publications involving this technology is rapidly increasing. Furthermore, the first multiplex immunoassay systems have been cleared by the US Food and Drug Administration, signaling recognition of the usefulness of miniaturized and parallelized array technology for protein detection in predictive/early diagnosis. Although genetic tests still predominate, with further development protein-based diagnosis will become common in clinical use within a few years.
Collapse
Affiliation(s)
- Kin-ya Tomizaki
- Innovative Materials and Processing Research Center and Department of Materials Chemistry, Ryukoku University, Otsu, Japan
| | | | | |
Collapse
|
28
|
Maier RH, Maier CJ, Rid R, Hintner H, Bauer JW, Onder K. Epitope mapping of antibodies using a cell array-based polypeptide library. ACTA ACUST UNITED AC 2010; 15:418-26. [PMID: 20233905 DOI: 10.1177/1087057110363821] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The authors describe a technique for mapping the epitopes of protein antigens recognized by mono- or polyclonal antibodies. This method is based on a recombinant polypeptide library, expressed in a bacterial expression system, arrayed at high density, and tested on a membrane with automated procedures. The authors analyzed the epitope of a commercially available monoclonal antibody to vitamin D receptor (VDR). About 2300 overlapping VDR peptides were screened on a test array, and a contiguous stretch of 37 amino acids was identified as the epitope. Its authenticity was confirmed by Western blotting and an immunofluorescence competition assay on human skin tissue samples. The authors define the proposed method as a cell-based protein or peptide array that is adaptable to many applications, including epitope mapping of antibodies and autoantibodies, autoantigen detection from patient sera, whole-proteome approaches such as protein-peptide interactions, or selection of monoclonal antibodies from polyclonal sera. The advantages of this method are (a) its ease of protein array production based on well-established bacterial protein/peptide expression procedures; (b) the large number of printable colonies (as many as approximately 25,000) that can be arrayed per membrane; (c) there is no need for protein purification of recombinantly expressed proteins; (d) DNA, rather than protein, is the starting material to generate the arrays; and (e) its high-throughput and automatable format.
Collapse
Affiliation(s)
- Richard H Maier
- Department of Cell Biology, University of Salzburg, Salzburg, Austria.
| | | | | | | | | | | |
Collapse
|
29
|
Urban PL, Amantonico A, Fagerer SR, Gehrig P, Zenobi R. Mass spectrometric method incorporating enzymatic amplification for attomole-level analysis of target metabolites in biological samples. Chem Commun (Camb) 2010; 46:2212-4. [PMID: 20234909 DOI: 10.1039/b925433a] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
We report a sensitive method for selective detection of target metabolites from the central metabolic pathway by matrix-assisted laser desorption/ionization (MALDI) mass spectrometry (MS), in which the MS signal is enhanced by up to three orders of magnitude in the course of in situ enzymatic amplification.
Collapse
Affiliation(s)
- P L Urban
- Department of Chemistry and Applied Biosciences, ETH Zurich, CH-8093 Zurich, Switzerland
| | | | | | | | | |
Collapse
|
30
|
Tran NT, Ayed I, Pallandre A, Taverna M. Recent innovations in protein separation on microchips by electrophoretic methods: An update. Electrophoresis 2010; 31:147-73. [DOI: 10.1002/elps.200900465] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
|
31
|
Lin PC, Weinrich D, Waldmann H. Protein Biochips: Oriented Surface Immobilization of Proteins. MACROMOL CHEM PHYS 2009. [DOI: 10.1002/macp.200900539] [Citation(s) in RCA: 75] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
|
32
|
Ciborowski P. Biomarkers of HIV-1-associated neurocognitive disorders: challenges of proteomic approaches. Biomark Med 2009; 3:771-85. [PMID: 20477714 PMCID: PMC3544489 DOI: 10.2217/bmm.09.63] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
HIV-1 enters the brain shortly after infection, which may lead to neurological complications and in the most severe cases to encephalitis, dementia and death. The introduction of antiretroviral therapy reduced the incidence of the most severe conditions, nevertheless, approximately half of those infected with this virus will suffer to various degrees from HIV-1-associated neurocognitive disorders. Despite many years of research, there are no biomarkers that can objectively measure and, more importantly, predict the onset and the tempo of HIV-1-associated neurocognitive disorders. Here we review biomarker candidates of neurocognitive impairment due to HIV infection of the brain that have been proposed during the last two decades, and discuss perspectives and limitations of proteomic approaches in the search for new, more sensitive and specific biomarkers.
Collapse
Affiliation(s)
- Pawel Ciborowski
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198-5800, USA.
| |
Collapse
|
33
|
Cretich M, di Carlo G, Longhi R, Gotti C, Spinella N, Coffa S, Galati C, Renna L, Chiari M. High sensitivity protein assays on microarray silicon slides. Anal Chem 2009; 81:5197-203. [PMID: 19485342 DOI: 10.1021/ac900658c] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
In this work, we report on the improvement of microarray sensitivity provided by a crystalline silicon substrate coated with thermal silicon oxide functionalized by a polymeric coating. The improvement is intended for experimental procedures and instrumentations typically involved in microarray technology, such as fluorescence labeling and a confocal laser scanning apparatus. The optimized layer of thermally grown silicon oxide (SiO(2)) of a highly reproducible thickness, low roughness, and fluorescence background provides fluorescence intensification due to the constructive interference between the incident and reflected waves of the fluorescence radiation. The oxide surface is coated by a copolymer of N,N-dimethylacrylamide, N-acryloyloxysuccinimide, and 3-(trimethoxysilyl)propyl methacrylate, copoly(DMA-NAS-MAPS), which forms, by a simple and robust procedure, a functional nanometric film. The polymeric coating with a thickness that does not appreciably alter the optical properties of the silicon oxide confers to the slides optimal binding specificity leading to a high signal-to-noise ratio. The present work aims to demonstrate the great potential that exists by combining an optimized reflective substrate with a high performance surface chemistry. Moreover, the techniques chosen for both the substrate and surface chemistry are simple, inexpensive, and amenable to mass production. The present application highlights their potential use for diagnostic applications of real clinical relevance. The coated silicon slides, tested in protein and peptide microarrays for detection of specific antibodies, lead to a 5-10-fold enhancement of the fluorescence signals in comparison to glass slides.
Collapse
Affiliation(s)
- Marina Cretich
- Istituto di Chimica del Riconoscimento Molecolare, CNR, 20131 Milano, Italy
| | | | | | | | | | | | | | | | | |
Collapse
|
34
|
Spisák S, Galamb B, Wichmann B, Sipos F, Galamb O, Solymosi N, Nemes B, Tulassay Z, Molnár B. [Tissue microarray (TMA) validated progression markers in colorectal cancer using antibody microarrays]. Orv Hetil 2009; 150:1607-13. [PMID: 19648079 DOI: 10.1556/oh.2009.28697] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
BACKGROUND The exact molecular biological background of colorectal cancer development and progression are not hitherto known. Using microarray systems, hundreds or thousands of parameters could be examined simultaneously for answering the mentioned questions. AIM To identify possible protein markers of colorectal cancer development and progression using antibody array, and the validation of these markers on tissue microarrays done with colorectal cancer samples. Furthermore, to determine colorectal cancer diagnostic marker combination in protein level. MATERIALS AND METHODS Surgically resected samples from ten Dukes B and six Dukes D stage patients containing both diseased and un-involved parts of the colon were freshly frozen. The samples were homogenized and the extracted proteins were used for Clontech AB500 arrays. Twelve selected genes were validated on tissue microarrays. RESULTS The expression of 67 proteins was altered (p < 0.05) between the normal colon and cancerous samples. These genes are related to apoptosis (n = 5), cell cycle regulation (n = 7), transcription (n = 4), DNA replication (n = 6) and other cell functions, such as transport and cell adhesion (n = 45). Twelve potential markers were immunohistochemically validated on morphological level by using tissue microarrays (CYCA1, HSP60, TOP1, APC, CBP, ERK, EGFR, C-myc, Cald, DARPP32, MRE11A, AR, EPS8). CONCLUSION Based on these results, validated colorectal cancer development related protein markers are involved in a wide spectrum of cell functions such as apoptosis, cell cycle regulation, and signal transduction. A set of six proteins has been determined, which helps to differentiate between normal specimen, early and late stage colorectal cancer with high sensitivity and specificity.
Collapse
Affiliation(s)
- Sándor Spisák
- Semmelweis Egyetem, Altalános Orvostudományi Kar, II. Belgyógyászati Klinika, Budapest.
| | | | | | | | | | | | | | | | | |
Collapse
|
35
|
Gourin CG, Zhi W, Adam BL. Proteomic identification of serum biomarkers for head and neck cancer surveillance. Laryngoscope 2009; 119:1291-302. [PMID: 19444892 DOI: 10.1002/lary.20279] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES/HYPOTHESIS Serum protein profiling by SELDI-TOF-MS distinguishes pretreatment and post-treatment samples from patients with head and neck squamous cell cancer (HNSCC) by disease status (disease-free or recurrence) with a high degree of sensitivity and specificity. We sought to identify biomarkers for recurrence with potential utility for surveillance and incorporated 2-D DIGE and MALDI-TOF-MS techniques to overcome the limitations of SELDI-TOF-MS in determining biomarker identity. METHODS Serum samples were collected prospectively from 143 HNSCC patients and analyzed based on disease status following treatment. RESULTS Recurrent HNSCC occurred in 46 patients. MALDI-TOF-MS following immunodepletion of major plasma proteins followed by 2-D DIGE identified 181 proteins with differential expression between pretreatment and post-treatment samples collected 6 months or more following treatment. Classification by disease status revealed significant differential expression of 16 proteins, with recurrent HNSCC associated with underexpression of kininogen and serine protease inhibitors C-1 inhibitor, kininogen, angiotensinogen, serine/cysteine proteinase inhibitor clade G member 1, and overexpression of thiol-specific antioxidant proteins (TSA), apolipoprotein A1 and proapolipoprotein, and epidermal cytokeratin 2. CONCLUSIONS Serum protein profiling using 2D DIGE/MALDI-TOF-MS identifies proteins with significant differential expression in HNSCC based on disease status. Recurrent HNSCC was associated with underexpression of several protease inhibitors and kininogen, which has antiangiogenic properties, and overexpression of TSA, which is a free radical scavenger, as well as several forms of apolipoprotein A1 that may serve as a carrier molecule but may also indirectly promote tumor survival through kinase activation. This profile is consistent with a more aggressive disease variant and warrants further investigation.
Collapse
Affiliation(s)
- Christine G Gourin
- Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University, Baltimore, Maryland 21287, USA.
| | | | | |
Collapse
|
36
|
Gutiérrez-Gallego R, Bosch J, Such-Sanmartín G, Segura J. Surface plasmon resonance immuno assays - A perspective. Growth Horm IGF Res 2009; 19:388-398. [PMID: 19473863 DOI: 10.1016/j.ghir.2009.04.022] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/03/2009] [Indexed: 11/21/2022]
Abstract
Human growth hormone (GH) represents an extremely challenging task from an anti-doping viewpoint. GH is an endogenously produced substance, present at very low levels in circulation (for the most abundant 22kDa isoform approximately 50pM in plasma and 100fM in urine) either as monomer or homo- and heterodimers, comprises a family of distinct isoforms, and obeys a pulsatile secretion routine that is affected by many different internal and external factors. Upon administration of the recombinant, single-isoform pharmaceutical, the feedback mechanism reduces the endogenous heterogeneity resulting in altered ratios between the different GH isoforms. Thus, measuring the isoform ratios through immuno assays appears the approach of choice. Conventional assays do not provide information on isoform-specific association and dissociation events of the individual primary antibody-isoform or isoform-secondary antibody interactions. This particular information can be obtained using the technology of surface plasmon resonance (SPR) which enables monitoring of biomolecular interactions in a dynamic and label-free setting. In this paper the different aspects of SPR are described, how the technology may be beneficial for understanding today's anti-GH immunoassays, and whether the approach could be employed for measuring GH in the near future.
Collapse
Affiliation(s)
- R Gutiérrez-Gallego
- Bioanalysis and Analytical Services Research Group, Neuropsychopharmacology Program, Municipal Institute of Medical Research (IMIM-Hospital del Mar), PRBB, Barcelona, Spain
| | | | | | | |
Collapse
|
37
|
Faure K, Albert M, Dugas V, Crétier G, Ferrigno R, Morin P, Rocca JL. Development of an acrylate monolith in a cyclo-olefin copolymer microfluidic device for chip electrochromatography separation. Electrophoresis 2009; 29:4948-55. [PMID: 19130574 DOI: 10.1002/elps.200800235] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
An acrylate monolith has been synthesized into a cyclic olefin copolymer microdevice for reversed-phase electrochromatography purposes. Microchannels, designed by hot embossing, were filled up with an acrylate monolith to serve as a hydrophobic stationary phase. A lauryl acrylate monolith was formulated to suit the hydrophobic material, by implementing 100% organic porogenic solvent. This new composition was tested in capillary prior to its transfer into the microfluidic device. Surface functionalization of the cyclic olefin copolymer surface was applied using UV-grafting technique to improve the covalent attachment of this monolith to the plastic walls of the microfluidic chip. The on-chip performances of this monolith were evaluated in detail for the reversed-phase electrochromatographic separation of polycyclic aromatic hydrocarbons, with plate heights reaching down to 10 microm when working at optimal velocity.
Collapse
Affiliation(s)
- Karine Faure
- Laboratoire des Sciences Analytiques, Université de Lyon, Villeurbanne, France.
| | | | | | | | | | | | | |
Collapse
|
38
|
Katz-Jaffe MG, McReynolds S, Gardner DK, Schoolcraft WB. The role of proteomics in defining the human embryonic secretome. Mol Hum Reprod 2009; 15:271-7. [PMID: 19223337 PMCID: PMC2666223 DOI: 10.1093/molehr/gap012] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Non-invasive gamete and embryo assessment is considered an important focus in assisted reproductive technologies (ART). Currently, the selection of embryos for transfer is based on morphological indices. Though successful, the field of ART would benefit from a non-invasive quantitative method of viability determination. Omics technologies, including transcriptomics, proteomics and metabolomics, have already begun providing evidence that viable gametes and embryos possess unique molecular profiles with potential biomarkers that can be utilized for developmental and/or viability selection. Unlike the human genome that is relatively fixed and steady throughout the human body, the human proteome, estimated at over a million proteins, is more complex, diverse and dynamic. It is the proteins themselves that contribute to the physiological homeostasis in any cell or tissue. Of particular interest in ART is the secretome, those proteins that are produced within the embryo and secreted into the surrounding environment. Defining the human embryonic secretome has the potential to expand our knowledge of embryonic cellular processes, including the complex dialogue between the developing embryo and its maternal environment, and may also assist in identifying those embryos with the highest implantation potential. Advances in proteomic technologies have allowed the non-invasive profiling of the human embryonic secretome with ongoing research focused on correlation with outcome. From a clinical perspective, embryo selection based on morphological assessment and non-invasive analysis of the human embryonic secretome may improve IVF success and lead to routine single embryo transfers.
Collapse
Affiliation(s)
- M G Katz-Jaffe
- Colorado Center for Reproductive Medicine, Lone Tree, CO 80124, USA.
| | | | | | | |
Collapse
|
39
|
Metzger J, Luppa PB, Good DM, Mischak H. Adapting mass spectrometry-based platforms for clinical proteomics applications: The capillary electrophoresis coupled mass spectrometry paradigm. Crit Rev Clin Lab Sci 2009; 46:129-52. [PMID: 19404829 PMCID: PMC5769463 DOI: 10.1080/10408360902805261] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Single biomarker detection is common in clinical laboratories due to the currently available method spectrum. For various diseases, however, no specific single biomarker could be identified. A strategy to overcome this diagnostic void is to shift from single analyte detection to multiplexed biomarker profiling. Mass spectrometric methods were employed for biomarker discovery in body fluids. The enormous complexity of biofluidic proteome compartments implies upstream fractionation. For this reason, mass spectrometry (MS) was coupled to two-dimensional gel electrophoresis, liquid chromatography, surface-enhanced laser desorption/ionization, or capillary electrophoresis (CE). Differences in performance and operating characteristics make them differentially suited for routine laboratory applications. Progress in the field of clinical proteomics relies not only on the use of an adequate technological platform, but also on a fast and efficient proteomic workflow including standardized sample preparation, proteomic data processing, statistical validation of biomarker selection, and sample classification. Based on CE-MS analysis, we describe how proteomic technology can be implemented in a clinical laboratory environment. In the last part of this review, we give an overview of CE-MS-based clinical studies and present information on identity and biological significance of the identified peptide biomarkers providing evidence of disease-induced changes in proteolytic processing and posttranslational modification.
Collapse
Affiliation(s)
- Jochen Metzger
- Mosaiques Diagnostics and Terapeutics AG, Mellendorfer Str. 7-9, Hannover 30625, Germany.
| | | | | | | |
Collapse
|
40
|
Wester HJ, Schoultz BW, Hultsch C, Henriksen G. Fast and repetitive in-capillary production of [18F]FDG. Eur J Nucl Med Mol Imaging 2008; 36:653-8. [PMID: 19037638 DOI: 10.1007/s00259-008-0985-9] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2008] [Accepted: 10/03/2008] [Indexed: 10/21/2022]
Abstract
PURPOSE The increasing demand for radiopharmaceuticals to be provided reproducibly and flexibly with high frequency for clinical application and animal imaging would be better met by improved or even new strategies for automated tracer production. Radiosynthesis in microfluidic systems, i.e. narrow tubing with a diameter of approximately 50-500 microm, holds promise for providing the means for repetitive multidose and multitracer production. In this study, the performance of a conceptually simple microfluidic device integrated into a fully automated synthesis procedure for in-capillary radiosynthesis (ICR) of clinical grade [(18)F]FDG was evaluated. MATERIALS AND METHODS The instrumental set-up consisted of pumps for reagent and solvent delivery into small mixing chambers, micro-fluidic capillaries, in-process radioactivity monitoring, solid-phase extraction and on-column deprotection of the (18)F-labelled intermediate followed by on-line formulation of [(18)F]FDG. RESULTS In-capillary(18)F-fluorination of 2.1 micromol 1,3,4,6-tetra-O-acetyl-2-O-trifluoromethanesulphonyl-beta-D-mannopyranose (TATM; precursor for [(18)F]FDG) in acetonitrile (MeCN) at a flow rate of 0.3 ml/min within 40 s and subsequent on-line hydrolysis of the intermediate by treatment with 0.3 M NaOH for 1 min at 40 degrees C resulted in a radiochemical yield of 88 +/- 4% within <7 min. Reproducibility, robustness and suitability as a fast and efficient radiopharmaceutical research tool for (18)F-fluorination was demonstrated by eight independent, sequentially performed ICRs which provided identical tracer quality (radiochemical purity >97%, MeCN <5 microg/ml) and similar absolute yields (approximately 1.4 GBq). CONCLUSION The described ICR process is a simple and efficient alternative to classic radiotracer production systems and provides a comparatively cheap instrumental methodology for the repetitive production of [(18)F]FDG with remarkably high efficiency and high yield under fully automated conditions. Although the results concerning the levels of activity need to be confirmed after installation of the equipment in a suitable GMP hot-cell environment, we expect the instrumental design to allow up-scaling without major difficulties or fundamental restrictions. Furthermore, we are convinced that similar or nearly identical procedures, and thus instrumentation, will allow ICR of other (18)F-labelled radiopharmaceuticals.
Collapse
Affiliation(s)
- Hans-Jürgen Wester
- Department of Nuclear Medicine, Klinikum rechts der Isar, Technische Universität München, Munich, Germany.
| | | | | | | |
Collapse
|
41
|
Vaisocherová H, Yang W, Zhang Z, Cao Z, Cheng G, Piliarik M, Homola J, Jiang S. Ultralow Fouling and Functionalizable Surface Chemistry Based on a Zwitterionic Polymer Enabling Sensitive and Specific Protein Detection in Undiluted Blood Plasma. Anal Chem 2008; 80:7894-901. [DOI: 10.1021/ac8015888] [Citation(s) in RCA: 335] [Impact Index Per Article: 20.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Hana Vaisocherová
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195, and Institute of Photonics and Electronics of the Academy of Sciences of the Czech Republic, 182 51 Prague, Czech Republic
| | - Wei Yang
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195, and Institute of Photonics and Electronics of the Academy of Sciences of the Czech Republic, 182 51 Prague, Czech Republic
| | - Zheng Zhang
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195, and Institute of Photonics and Electronics of the Academy of Sciences of the Czech Republic, 182 51 Prague, Czech Republic
| | - Zhiqiang Cao
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195, and Institute of Photonics and Electronics of the Academy of Sciences of the Czech Republic, 182 51 Prague, Czech Republic
| | - Gang Cheng
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195, and Institute of Photonics and Electronics of the Academy of Sciences of the Czech Republic, 182 51 Prague, Czech Republic
| | - Marek Piliarik
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195, and Institute of Photonics and Electronics of the Academy of Sciences of the Czech Republic, 182 51 Prague, Czech Republic
| | - Jiří Homola
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195, and Institute of Photonics and Electronics of the Academy of Sciences of the Czech Republic, 182 51 Prague, Czech Republic
| | - Shaoyi Jiang
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98195, and Institute of Photonics and Electronics of the Academy of Sciences of the Czech Republic, 182 51 Prague, Czech Republic
| |
Collapse
|
42
|
Abstract
Serological biomarkers in inflammatory bowel disease (IBD) are a rapidly expanding list of non-invasive tests for objective assessments of disease activity, early diagnosis, prognosis evaluation and surveillance. This review summarizes both old and new biomarkers in IBD, but focuses on the development and characterization of new serological biomarkers (identified since 2007). These include five new anti-glycan antibodies, anti-chitobioside IgA (ACCA), anti-laminaribioside IgG (ALCA), anti-manobioside IgG (AMCA), and antibodies against chemically synthesized (Σ) two major oligomannose epitopes, Man α-1,3 Man α-1,2 Man (ΣMan3) and Man α-1,3 Man α-1,2 Man α-1,2 Man (ΣMan4). These new biomarkers serve as valuable complementary tools to existing biomarkers not only in differentiating Crohn’s disease (CD), ulcerative colitis (UC), normal and other non-IBD gut diseases, but also in predicting disease involvement (ileum vs colon), IBD risk (as subclinical biomarkers), and disease course (risk of complication and surgery). Interestingly, the prevalence of the antiglycan antibodies, including anti-Saccharomyces cerevisiae antibodies (ASCA), ALCA and AMCA, was found to be associated with single nucleotide polymorphisms (SNPs) of IBD susceptible genes such as NOD2/CARD15, NOD1/CARD4, toll-like receptors (TLR) 2 and 4, and β-defensin-1. Furthermore, a gene dosage effect was observed: anti-glycan positivity became more frequent as the number of NOD2/CARD15 SNPS increased. Other new serum/plasma IBD biomarkers reviewed include ubiquitination factor E4A (UBE4A), CXCL16 (a chemokine), resistin, and apolipoprotein A-IV. This review also discusses the most recent studies in IBD biomarker discovery by the application of new technologies such as proteomics, fourier transform near-infrared spectroscopy, and multiplex enzyme-linked immunosorbent assay (ELISA)’s (with an emphasis on cytokine/chemokine profiling). Finally, the prospects of developing more clinically useful novel diagnostic algorithms by incorporating new technologies in serological biomarker profiling and integrating multiple biomarkers with bioinformatics analysis/modeling are also discussed.
Collapse
|
43
|
Lv LL, Liu BC. Clinical application of antibody microarray in chronic kidney disease: How far to go? Proteomics Clin Appl 2008; 2:989-96. [PMID: 21136899 DOI: 10.1002/prca.200780134] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2007] [Indexed: 11/10/2022]
Abstract
Chronic kidney disease (CKD) that affects about 10% of the adult population has been shown as a worldwide public health problem in recent years. Both basic and clinical investigations have identified complex disease-associated protein networks involved in the pathophysiologic processes of CKD. The traditional single-assay approach and proteomic analysis of those related proteins have given birth to a steadily increasing panel of molecules that may have the potential to serve as biomarkers for CKD. However, both approaches suffered from some shortcomings from a technological point of view. Antibody microarray (AbM) is characterized by high sensitivity, specificity, and quantitative ability for a particular set of known proteins. However, its application in CKD has been very limited so far. The objective of this review, therefore, is to address the potential applications of AbM in studying of CKD. We will briefly discuss the proteins involved in the development of CKD, future directions in which AbM approaches would probably display its potential and also some key issues that need to be considered in application of this novel technique.
Collapse
Affiliation(s)
- Lin-Li Lv
- Institute of Nephrology, Zhong Da Hospital, Southeast University, Nanjing, China
| | | |
Collapse
|
44
|
Zhou Z, Yang H, Zhong B. From genome to proteome: great progress in the domesticated silkworm (Bombyx mori L.). Acta Biochim Biophys Sin (Shanghai) 2008; 40:601-11. [PMID: 18604451 DOI: 10.1111/j.1745-7270.2008.00432.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
As the only truly domesticated insect, the silkworm not only has great economic value, but it also has value as a model for genetics and molecular biology research. Genomics and proteomics have recently shown vast potential to be essential tools in domesticated silkworm research, especially after the completion of the Bombyx mori genome sequence. This paper reviews the progress of the domesticated silkworm genome, particularly focusing on its genetic map, physical map and functional genome. This review also presents proteomics, the proteomic technique and its application in silkworm research.
Collapse
Affiliation(s)
- Zhonghua Zhou
- College of Animal Sciences, Zhejiang University, Hangzhou 310029, China
| | | | | |
Collapse
|
45
|
Van Hoof D, Heck AJR, Krijgsveld J, Mummery CL. Proteomics and human embryonic stem cells. Stem Cell Res 2008; 1:169-82. [PMID: 19383398 DOI: 10.1016/j.scr.2008.05.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2008] [Revised: 05/07/2008] [Accepted: 05/12/2008] [Indexed: 01/08/2023] Open
Abstract
The derivation of human embryonic stem cells (hESCs) brought cell therapy-based regenerative medicine significantly closer to clinical application. However, expansion of undifferentiated cells and their directed differentiation in vitro have proven difficult to control. This is mainly because of a lack of knowledge of the intracellular signaling events that direct these complex processes. Additionally, extracellular factors, either secreted by feeder cells that support self-renewal and maintain pluripotency or present in serum supplementing proprietary culture media, that influence hESC behavior are largely unknown. Xeno-free media that effectively support long-term hESC self-renewal and differentiation to specific types of specialized cells are only slowly becoming available. Microarray-based transcriptome analyses have produced valuable gene expression profiles of hESCs and indicated changes in transcription that occur during differentiation. However, proteins are the actual effectors of these events and changes in their levels do not always match changes in their corresponding mRNA. Furthermore, information on posttranslational modifications that influence the activity of pivotal proteins is still largely missing. Over the years, mass spectrometry has experienced major breakthroughs in high-throughput identification of proteins and posttranslational modifications in cells under different conditions. Mass spectrometry-based proteomic techniques are being applied with increasing frequency to analyze hESCs, as well as media conditioned by feeder cells, and have generated proteome profiles that not only support, but also complement, existing microarray data. In this review, the various proteomic studies on hESCs and feeder cells are discussed. In a meta-analysis, comparison of published data sets distinguished 32 intracellular proteins and 16 plasma membrane proteins that are present in multiple hESC lines but not in differentiated cells, which were therefore likely to include proteins important for hESCs. In addition, 13 and 24 proteins, respectively, were commonly found in different feeder cell lines of mouse and human origin, some of which may be extracellular signaling molecules that play a key role in the undifferentiated propagation of hESCs. These findings underscore the power of mass spectrometry-based techniques to identify novel proteins associated with hESCs by studying these cells in an unbiased, discovery-oriented manner on a proteome-wide scale.
Collapse
Affiliation(s)
- Dennis Van Hoof
- Developmental Biology and Stem Cell Research, Hubrecht Institute, Utrecht, The Netherlands
| | | | | | | |
Collapse
|
46
|
Patwa TH, Wang Y, Simeone DM, Lubman DM. Enhanced detection of autoantibodies on protein microarrays using a modified protein digestion technique. J Proteome Res 2008; 7:2553-61. [PMID: 18452326 DOI: 10.1021/pr800023g] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
High-throughput studies to determine differential immune (humoral) response to diseases are becoming of increasing interest because the information they provide can help in early diagnosis as well as monitoring of therapeutics. Protein microarrays are a high-throughput and convenient technology that can be applied to the study of the humoral response. Proteins can be arrayed on slides and then probed with serum from different classes of patients to observe differences that may exist among autoantibodies that reflect differences in disease states. However, such studies may be difficult to interpret due to the weak overall signal response of such protein microarrays. We propose that this weak signal response is due to the physical positioning of the disease proteins that renders them sterically hindered from binding partners in the serum. In this study, we hypothesize that reducing the complexity and size of the disease proteins by chemical digestion using cyanogen bromide (CNBr) may enhance the overall signal from the humoral response and facilitate visualization of disease-specific responses in various classes of serum. A modified protein microarray methodology using CNBr digestion is presented here. The new workflow was applied to a set of 10 serum samples from healthy subjects, 10 from patients with chronic pancreatitis and 10 from patients diagnosed with pancreatic cancer and the results were compared to results obtained in the absence of CNBr digestion. CNBr digestion allowed the identification of 10 additional autoantibodies that responded to serum, 5 of which were unique to pancreatitis and cancer sera. This new methodology may increase the sensitivity of microarray studies measuring autoantibodies in serum.
Collapse
Affiliation(s)
- Tasneem H Patwa
- Department of Surgery, University of Michigan Medical Center, Ann Arbor, Michigan 48109-0656, USA
| | | | | | | |
Collapse
|