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Harmony image analysis software

Manufactured by PerkinElmer
Sourced in United States

Harmony is an image analysis software developed by PerkinElmer. It provides tools for analyzing and processing images acquired from various imaging systems. The core function of Harmony is to facilitate the quantitative assessment of cellular and subcellular features in high-content screening and high-content imaging applications.

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7 protocols using harmony image analysis software

1

Quantitative Analysis of Endothelial Tube Formation

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Adult human aortic smooth muscle cells (Thermo Fisher Scientific Inc.) were seeded at a density of 20,000 cells per well. The next day, HUVECs were plated at density of 5000 cells per well on the confluent smooth muscle monolayer in a 96-well plate as previously described [51 (link)]. GSK429486 (5 μM) or DMSO as a control was added one day after the plating of HUVECs. The co-cultures were sustained under full growth media (EGM-2) for seven days. Endothelial tubes were visualized via immunofluorescence using a mouse anti-human CD31 monoclonal antibody (R&D systems) at 1:400 dilution and goat Alexa 488-conjugated anti-mouse IgG secondary antibody (Thermo Fisher Scientific Inc.) at 1:500 dilution. Actin fibers were stained with Alexa 568-conjugated Phalloidin (Thermo Fisher Scientific Inc.). Nuclei were visualized via DAPI staining. The endothelial tubes were imaged automatically at 10× magnification using the high-content imaging system (Operetta). Nine identically positioned fields were acquired from each well in each experiment. The following quantification of endothelial network features, total tube length, branching points and mesh number, was performed automatically using an NIH Image J-based tool (angiogenesis analyzer) [94 (link)]. Meanwhile, the tube thickness feature was quantified automatically using Harmony image analysis software (Perkin Elmer).
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2

Quantifying Nitric Oxide in HUVECs

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HUVECs were pre-incubated with GSK429286 (10 μM) in a 96-well plate overnight. Next, cell permeable fluorescent Nitric Oxide (NO) indicator, 4-amino-5-methylamino-2′, 7′-difluorescein diacetate “DAF-FM-DA” (Thermo Fisher Scientific Inc.) was added at a final concentration of 2 µM for 30 minutes, as previously reported [99 (link),100 (link)]. Next, cells were washed, and NO production was visualized at excitation 460/490 and emission 500/550 using a high content fluorescence imaging system (Operetta). Intracellular fluorescence intensity was quantified in nine fields of each well using Harmony image analysis software (Perkin Elmer). Mean intracellular fluorescence was calculated by subtracting the integrated fluorescence density value obtained for the cell and the mean fluorescence of background readings.
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3

High-Throughput Multiplex Cytotoxicity Assay

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Cells were transferred into CellCarrier 384-well plates (PerkinElmer, Waltham, MA, USA) at a density of 1250 cells/well, using Multidrop dispenser (ThermoFisher Scientific, Waltham, MA, USA). After overnight incubation at 37°C experimental, compounds were added with an ATS Acoustic Transfer System (EDC Biosystems, Fremont, CA, USA). For Ep156T cells the protocol was done in reverse with compounds dispensed before seeding of cells. Fluorescent markers were dispensed in culture medium using ATS system after 72-h compound exposure. Nuclei were stained with cell-permeable Hoechst 33342 (Molecular Probes, Eugene, OR, USA), dead cells with ethidium homodimer-2 (Invitrogen, Carlsbad, CA, USA) and apoptotic cells with NucView caspase-3 detection reagent (Essen Bioscience, Ann Arbor, MI, USA). Cells were imaged with Operetta high-content imager (PerkinElmer, Waltham, MA, USA). Proliferation was measured from the number of nuclei (cells), cell death and apoptosis from positive cells/total cells ratio using Harmony image analysis software (PerkinElmer, Waltham, MA, USA). EC50 values were also assessed with the Harmony software.
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4

Multiparametric Imaging of Cell Cycle

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Images of 9 fields in each well of the 96 well plate were captured by High content confocal imaging at x20 magnification (4 channels: DAPI (461nm), geminin (488nm), Cdt1 (594nm) and K10 (650nm). % geminin positive cells, number of cells and % K10 positive cells were quantified with Harmony image analysis software (Perkinelmer). Same thresholds were applied to all plates. Size of each field = 3.78 mm2.
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5

Cholesterol Colocalization with Mitochondria

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Cholesterol was stained by filipin III in cells fixed with paraformaldehyde. For the observation on colocalization of cholesterol and mitochondria, cells were incubated with mitotracker deep red (25 nM) for 30 min before fixation. Fixed cells were incubated with 50 μg/ml filipin III (SAE0088, Sigma, MO, USA) at room temperature for 1 h. The emission/excitation of filipin III were 340–380/385‐470 nm. Cells were screened with Perkin‐Elmer high‐content automatic imaging system (40× air or 63× water objective) in confocal mode, and the results were analyzed by Perkin‐Elmer Harmony image analysis software.
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6

Lysosomal Function Assay using DQ Red BSA

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Lysosome function was assessed using DQ™ Red BSA reagent (ThermoFisher Scientific/Invitrogen, D12051). After removal of media for the toxicity measurement, each well was supplemented with 1.25 µL of NucBlue™ Live ReadyProbes™ (ThermoFisher Scientific/Invitrogen, R37605) in solution with DQ Red BSA to a final concentration of 35 µg/mL. Cells were incubated at 37°C for 2 h without media change (compounds still present). Prior to imaging, cells were washed with Dulbecco’s Modified Phosphate Buffer (DPBS; ThermoFisher Scientific/Gibco, 14,040,117) and fresh media replaced. Cells were imaged using the OperaPhenix (PerkinElmer, Waltham, MA, USA) using the blue channel (375-nm laser and 435- to 480-nm filter) for NucBlue and orange/red channel (561-nm laser and 570- to 630-nm filter) for DQ Red BSA. The Harmony image analysis software (Perkin Elmer) was used to identify nuclei and DQ Red BSA Red positive spots. Nuclei count was taken as a measure of cellular growth and toxicity. The number and intensity of DQ Red BSA spots was considered as a measure of active lysosome function (see Figure S4 for analysis protocol).
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7

High-Content Imaging of DNA Damage Response

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Cells were plated in 96-well plates (20 000 cells/well U2-OS, 50 000 cells/well HAP-1) 16 h prior to treatment. For U2-OS RNH1-GFP cells, 12 000 cells/well were plated and induced 16 h later with 1 ng/ml doxycycline for 24 h prior to treatment. Cells were incubated with compounds, EdU (10 μM) or EU (1 mM) as indicated, and fixed in 4% PFA for 15 min at room temperature (RT). For γH2AX and RPA32 staining, cells were pre-extracted in ice-cold 0.2% Triton-PBS for 10 min on ice prior to fixation. Cells were permeabilised in 0.5% Triton-PBS for 15 min and blocked in 5% BSA in 0.1% PBS–tween (PBST). As required, the click reactions were performed as previously reported (42 (link)) before antibody staining. For antibody staining, primary antibodies were incubated at 4°C O/N using the antibodies listed in Supplementary Methods Table S2. Cells were washed 3× in PBST before incubation with Alexa Fluor secondary antibodies for 1 h at RT in the dark, followed by DAPI staining (1 μg/ml) for 20 min at RT. Plates were imaged using an Opera Phenix spinning disc confocal microscope (PerkinElmer) at 40× magnification. All data were imported into Harmony image analysis software (PerkinElmer) for subsequent analyses.
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