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Nolich M, Spoladore D, Carciotti S, Buqi R, Sacco M. Cabin as a Home: A Novel Comfort Optimization Framework for IoT Equipped Smart Environments and Applications on Cruise Ships. SENSORS (BASEL, SWITZERLAND) 2019; 19:E1060. [PMID: 30832313 PMCID: PMC6427330 DOI: 10.3390/s19051060] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/23/2019] [Revised: 02/18/2019] [Accepted: 02/21/2019] [Indexed: 11/25/2022]
Abstract
The international tourism competition poses new challenges to the cruise sector, such as the achievement of the tourists' satisfaction and the increase in on board comfort. Moreover, the growing sophistication of tourists' needs leads to a more user-centric touristic offer. Consequently, a personalized cabin environment, which fits the users' activities and their characteristics, could be a plus value during the cruise vacation. These topics, however, are strictly connected with the diffusion of digital technologies and dynamics, which represent the tools to achieve the goal of a customized on-cruise experience. This paper presents E-Cabin, a novel Internet of Things (IoT) framework architecture that has at its core a reasoning system tuned on data gathered from the environment and from each specific passenger and the activities he/she performs. The framework leverages on knowledge representation with ontologies and consists of a publisher⁻subscriber communication framework that allows all of the IoT applications to use the reasoner and the provided ontologies. The paper demonstrates the proposed system in a demo cruise cabin where, by using the E-Cabin application, it is possible to set various atmospheres based on the users and activities occurring in the cabin.
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Affiliation(s)
- Massimiliano Nolich
- Department of Engineering and Architecture, University of Trieste, Via Alfonso Valerio 6/3, 34127 Trieste, Italy.
| | - Daniele Spoladore
- Institute of Intelligent Industrial Technologies and Systems for Advanced Manufacturing, National Research Council, Via Previati 1/E, 23900 Lecco, Italy.
| | - Sara Carciotti
- Department of Engineering and Architecture, University of Trieste, Via Alfonso Valerio 6/3, 34127 Trieste, Italy.
| | - Raol Buqi
- Department of Engineering and Architecture, University of Trieste, Via Alfonso Valerio 6/3, 34127 Trieste, Italy.
| | - Marco Sacco
- Institute of Intelligent Industrial Technologies and Systems for Advanced Manufacturing, National Research Council, Via Previati 1/E, 23900 Lecco, Italy.
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Abstract
Nonspecific staining in ELISpot assay is a major obstacle in accurate quantification of experimental data. The appearance of nonspecific spots may be caused by different factors including cell- and immunoassay-related issues. In our study, we have shown that nonspecific spots can result from either cells or their debris sticking to the membranes in ELISpot plates, as well as by impurities in wash buffers and precipitation of aggregated detection antibodies. Although there is a growing interest in using Fluorospot assays allowing for simultaneous detection of multiple cell-secreted proteins, it appears that these fluorescence assays are more susceptible to developing nonspecific profiles resembling specific spots. In this chapter, we outline necessary ELISpot controls that need to be employed to tell the difference between bona fide spots vs. stained artifacts.
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Bagal-Kestwal D, Kestwal RM, Chiang BH. Invertase-nanogold clusters decorated plant membranes for fluorescence-based sucrose sensor. J Nanobiotechnology 2015; 13:30. [PMID: 25886379 PMCID: PMC4415262 DOI: 10.1186/s12951-015-0089-1] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Accepted: 03/20/2015] [Indexed: 12/20/2022] Open
Abstract
In the present study, invertase-mediated nanogold clusters were synthesized on onion membranes, and their application for sucrose biosensor fabrication was investigated. Transmission electron microscopy revealed free nanoparticles of various sizes (diameter ~5 to 50 nm) along with clusters of nanogold (~95 to 200 nm) on the surface of inner epidermal membranes of onions (Allium cepa L.). Most of the polydispersed nanoparticles were spherical, although some were square shaped, triangular, hexagonal or rod-shaped. Ultraviolet-visible spectrophotometric observations showed the characteristic peak for nanoparticles decorated invertase-onion membrane at approximately 301 nm. When excited at 320 nm in the presence of sucrose, the membranes exhibited a photoemission peak at 348 nm. The fluorescence lifetime of this nanogold modified onion membrane was 6.20 ns, compared to 2.47 ns for invertase-onion membrane without nanogold. Therefore, a sucrose detection scheme comprised of an invertase/nanogold decorated onion membrane was successfully developed. This fluorescent nanogold-embedded onion membrane drop-test sensor exhibited wide acidic to neutral working pH range (4.0-7.0) with a response time 30 seconds (<1 min). The fabricated quenching-based probe had a low detection limit (2x10(-9) M) with a linear dynamic range of 2.25x10(-9) to 4.25x10(-8) M for sensing sucrose. A microplate designed with an enzyme-nanomaterial-based sensor platform exhibited a high compliance, with acceptable percentage error for the detection of sucrose in green tea samples in comparison to a traditional method. With some further, modifications, this fabricated enzyme-nanogold onion membrane sensor probe could be used to estimate glucose concentrations for a variety of analytical samples. Graphical abstract Synthesis and characterization of invertase assisted nanogold clusters on onion membranes and their application for fluorescence-based sucrose sensor.
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Affiliation(s)
- Dipali Bagal-Kestwal
- Institute of Food Science and Technology, National Taiwan University, No.1, Roosevelt Road, section 4, Taipei, Taiwan.
| | - Rakesh Mohan Kestwal
- Institute of Food Science and Technology, National Taiwan University, No.1, Roosevelt Road, section 4, Taipei, Taiwan.
| | - Been-Huang Chiang
- Institute of Food Science and Technology, National Taiwan University, No.1, Roosevelt Road, section 4, Taipei, Taiwan.
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Hagen J, Zimmerman R, Goetz C, Bonnevier J, Houchins JP, Reagan K, Kalyuzhny AE. Comparative Multi-Donor Study of IFNγ Secretion and Expression by Human PBMCs Using ELISPOT Side-by-Side with ELISA and Flow Cytometry Assays. Cells 2015; 4:84-95. [PMID: 25679284 PMCID: PMC4381211 DOI: 10.3390/cells4010084] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 01/30/2015] [Indexed: 12/19/2022] Open
Abstract
ELISPOT, ELISA and flow cytometry techniques are often used to study the function of immune system cells. It is tempting to speculate that these assays can be used interchangeably, providing similar information about the cytokine secreting activity of cells: the higher the number of cytokine-positive cells measured by flow cytometry, the higher the number of cytokine-secreting cells expected to be detected by ELISPOT and the larger the amount of secreted cytokine expected to be measured by ELISA. We have analyzed the expression level and secretion capacity of IFNγ from peripheral blood mononuclear cells isolated from five healthy donors and stimulated by calcium ionomycin mixed with phorbol 12-myristate 13-acetate in a non-specific manner in side-by-side testing using ELISPOT, ELISA and flow cytometry assays. In our study, we observed a general correlation in donors' ranking between ELISPOT and flow cytometry; ELISA values did not correlate with either ELISPOT or flow cytometry. However, a detailed donor-to-donor comparison between ELISPOT and flow cytometry revealed significant discrepancies: donors who have similar numbers of IFNγ-positive cells measured by flow cytometry show 2-3-fold differences in the number of spot-forming cells (SFCs) measured by ELISPOT; and donors who have the same number of SFCs measured by ELISPOT show 30% differences in the number of IFNγ-positive cells measured by flow cytometry. Significant discrepancies between donors were also found when comparing ELISA and ELISPOT techniques: donors who secreted the same amount of IFNγ measured by ELISA show six-fold differences in the number of SFCs measured by ELISPOT; and donors who have 5-7-times less secreted IFNγ measured by ELISA show a two-fold increase in the number of SFCs measured by ELISPOT compared to donors who show a more profound secretion of IFNγ measured by ELISA. The results of our study suggest that there can be a lack of correlation between IFNγ values measured by ELISPOT, ELISA and flow cytometry. The higher number of cytokine-positive cells determined by flow cytometry is not necessarily indicative of a higher number of cytokine-secreting cells when they are analyzed by either ELISPOT or ELISA. Our ELISPOT vs. ELISA comparison demonstrates that the higher number of SFCs observed in ELISPOT does not guarantee that these cells secrete larger amounts of cytokines compared to donors with lower SFC numbers. In addition, our data indicate that ELISPOT, ELISA and flow cytometry should be performed as complementary, rather than stand-alone assays: running these assays in parallel on samples from the same donors may help to better understand the mechanisms underlying the physiology of cytokine-secreting cells.
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Affiliation(s)
- Jodi Hagen
- R&D Systems, Inc., 614 McKinely Place, Minneapolis, MN 55413, USA.
| | - Ryan Zimmerman
- R&D Systems, Inc., 614 McKinely Place, Minneapolis, MN 55413, USA.
| | - Christine Goetz
- R&D Systems, Inc., 614 McKinely Place, Minneapolis, MN 55413, USA.
| | - Jody Bonnevier
- R&D Systems, Inc., 614 McKinely Place, Minneapolis, MN 55413, USA.
| | | | - Kevin Reagan
- R&D Systems, Inc., 614 McKinely Place, Minneapolis, MN 55413, USA.
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Hagen J, Hartnett C, Houchins JP, Giguère S, Kalyuzhny AE. Equine ELISPOT assay to study secretion of IFNγ and IL-4 from peripheral blood mononuclear cells. Methods Mol Biol 2012; 792:39-45. [PMID: 21956499 DOI: 10.1007/978-1-61779-325-7_3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Human and mouse immune system cells are the most frequently used specimens in ELISPOT assays. In an effect to expand the application of ELISPOT assay to other species, we developed matched antibody pairs for ready-to-use kits designed for studying the frequency of equine IFNγ- and IL-4-secreting peripheral blood mononuclear cells (PBMCs). Equine PBMCs were stimulated with either concanavalin A (Con A) or calcium ionomycin mixed with phorbol 12-myristate 13-acetate (CaI + PMA). We found that Con A, in general, had a more profound stimulating effect than CaI + PMA on IL-4 secretion, whereas both stimulatory and inhibitory effects were observed on IFNγ secretion. Our data demonstrate a large dynamic range in IFNγ and IL-4 secretion among different donors, which may reflect animal health and serve as a valuable diagnostic marker.
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Hagen J, Houchins JP, Kalyuzhny AE. Combining ELISPOT and ELISA to measure amounts of cytokines secreted by a single cell. Methods Mol Biol 2012; 792:115-122. [PMID: 21956506 DOI: 10.1007/978-1-61779-325-7_10] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
Enzyme-linked immunospot (ELISPOT) assay allows for the determination of the frequency of -cytokine-secreting cells, but does not answer the question of how much cytokine is secreted per cell. In our study, we combined ELISPOT and ELISA assays and developed a protocol to calculate the amount of IFN gamma secreted by each cell. A suspension of human peripheral blood mononuclear cells was split into two pools and cells from one pool were cultured in a regular ELISPOT plate, whereas cells from the other pool were cultured in an uncoated, "blank," ELISPOT plate. After finishing the incubations, the amount of IFN gamma was measured by ELISA in culture media collected from both plates. The "blank" plate served to measure a total amount of secreted IFN gamma, whereas the ELISPOT plate served to measure the amount of unbound (UB) IFN gamma. Subtracting the amount of unbound IFN gamma from its total amount and dividing it by the number of spots in the ELISPOT plate allows for the calculation of the average amount of IFN gamma in a spot formed by a single cell.
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