SAR analysis of Antagonists of the GPR35 Receptor using an Image-Based Assay - Set 2
Addictive behavior stems from abnormal signaling activities in the brain. Thus identification of compounds blocking this modified signaling activity may lead to treatments for addictive behavior. GPR35, a to-date uncharacterized orphan G-Protein Coupled Receptor, is thought to play a role in addiction and has homology to other known receptors of abuse. ..more
BioActive Compounds: 36
Data Source: Sanford-Burnham Center for Chemical Genomics
Source Affiliation: Sanford-Burnham Medical Research Institute
Network: NIH Molecular Libraries Production Centers Network (MLPCN)
Grant Number: 1X01MH085708-01
Assay Provider: Dr. Lawrence Barak, Duke University
Addictive behavior stems from abnormal signaling activities in the brain. Thus identification of compounds blocking this modified signaling activity may lead to treatments for addictive behavior. GPR35, a to-date uncharacterized orphan G-Protein Coupled Receptor, is thought to play a role in addiction and has homology to other known receptors of abuse.
This high-content imaging assay is developed and performed to confirm activity of hits originally identified in a high-content screen for antagonists of the GPR35 receptor, "Image-Based HTS for Selective Antagonists of GPR35" (AID 2058) and to study the structure-activity relationship on analogs of the confirmed hits. Compounds are either acquired from commercial sources or synthesized internally.
The assay will identify small molecule antagonists of the GPR35 receptor. This imaging assay utilizes a cell line permanently expressing a beta-arrestin GFP biosensor and the GPR35 receptor. Upon agonist-mediated GPCR activation, the arrestin-GFP redistributes from the cytosolic compartment to the plasma membrane and further into coated pits, which can be quantified as increased local aggregation of the GFP-arrestins.
1) 384-well plates, black with clear bottom (Greiner# 781091)
2) U2OS (Human Osteosarcoma) cell line stably expressing the Beta-arrestin GFP and GPR35 receptor
3) Culture Media: MEM with L-glutamine, Pen-Strep, 10% Fetal Bovine Serum, 10 mM Hepes, and selection antibiotics - 200 ug/ml G418 and 50 ug/ml Zeocin
4) DMSO Working Solution: 100% DMSO
5) Agonist Working Solution: Zaprinast (Alexis #ALX-430-020-M010,10 mg) 5mM stock in DMSO diluted to 100 uM in PBS.
6) Test compounds from dry powder working solution: 10 mM in 100% DMSO
7) Fixative Working Solution: 6% Paraformaldehyde (PFA) diluted in PBS.
8) Nuclear Stain Working Solution: DAPI (Invitrogen, D1306) diluted to 150ng/ml in DAPI buffer (10 mM TRIS, 10 mM EDTA, 100 mM NaCl, pH 7.4).
1) 45 ul of cell suspension (200,000 cells/ml in culture medium) was dispensed in each well of the assay plates using a Wellmate bulk dispenser.
2) Plates are incubated overnight or approximately 20 hours at 37 degree C and 5% CO2.
3) Serum is removed by media aspiration and replacing with 45ul serum-free MEM prior to addition of compounds.
4) Compound addition was done on the ECHO550 Liquid Handler. The "dose response protocol" was used to dispense corresponding volumes of each 10 mM compound on the assay plate.
a. Compounds were added to columns 3 to 22. Final concentration ranged from 62 nM to 32 uM (ten doses), in duplicate.
b. Agonist working solution (Zaprinast) was added to the entire plate except columns 1 and 24 (DMSO only as positive non-inhibition control). Zaprinast final concentration was 10 uM.
c. DMSO was added to column 1, 2 and 23, 24. Final DMSO concentration was 0.31%
d. DMSO was back-filled to each well to achieve a 0.31% final concentration.
5) Plates were incubated for 45 minutes at 37 degrees C and 5% CO2.
6) Media was aspirated leaving 20 ul liquid in each well using a Titertek plate washer.
7) 40 ul of fixative working solution was added to each well using a Wellmate bulk dispenser (Matrix) for a final concentration of 4% PFA.
8) Plates were incubated for 40 minutes at room temperature.
9) Fixative was aspirated and plates were washed twice with 50ul PBS leaving 20 ul liquid in each well using a Titertek plate washer.
10) 40 ul of DAPI working solution was added using a Wellmate bulk dispenser for a final DAPI concentration of 100 ng/ml. Aluminum plate sealers were applied to each plate.
Image Acquisition and Analysis:
1) Image acquisition was performed on an Opera QEHS (Perkin Elmer) with 45 plate capacity loader/stacker and the following settings:
- 40x 0.6 NA air objective
- Acquisition camera set to 2-by-2 binning for an image size of 688 by 512 pixels
- 2 channels acquired sequentially: Exp1Cam1 = Beta-arrestin GFP using 488 nm laser excitation and 540/70 nm mission filters, Exp2Cam2 = DAPI (nuclei) using 365 nm Xenon lamp excitation and 450/50 nm emission filters
- 4 fields per well for Hit Confirmation
2) Image analysis was performed using the Acapella Spot Detection Algorithm with the following analysis settings:
- Threshold Adjustment: 4
- Nuclear Splitting Adjustment: 10
- Minimum Nuclear Area: 200
- Minimum Nuclear Contrast: 0
- Cytoplasm Threshold Adjustment: 0
- Cytoplasm Individual Threshold Adjustment: 0.05
- Spot Minimum Distance 3
- Spot Peak Radius 0
- Spot Reference Radius 3
- Spot Minimum Contrast 0.26
- Spot Minimum to Cell Intensity 0.5
3) Metrics calculated from
NUCLEI IMAGES: Cell Count ("NumberofCellsAnalyzed"), Nuclei Area ("AreaoftheNucleus"), Integrated Intensity of the Nuclei ("TotalIntegratedIntensityoftheNucleus"), Average Intensity of the Nuclei ("AverageIntensityoftheNucleus")
GFP IMAGES: Integrated Intensity of the Cytoplasm ("TotalCytoplasmIntensity"), Integrated Intensity of the Detected Spots ("TotalSpotIntensity"), Ratio of the Integrated Spot to Integrated Cytoplasm Intensities ("RatioofSpotIntensitytoCytoplasmintensity"), Number of Spots per Cell ("AverageSpotsPerCell"), Percentage of Cells Positive for Spot Formation ("PercentagePositiveCells")
4) The "RatioofSpotIntensitytoCytoplasmintensity" metric was used to calculate the dose response curves and parameters.
IC50 values were calculated using CBIS software (ChemInnovations) employing a sigmoidal dose-response equation through non-linear regression.
Compounds with an IC50 < 10 uM are defined as actives in the dose response confirmation.
To simplify the distinction between the inactives of the primary screen and of the confirmatory screening stage, the Tiered Activity Scoring System was developed and implemented. Its utilization for the assay is described below.
Activity scoring rules were devised to take into consideration compound efficacy, its potential interference with the assay and the screening stage that the data was obtained. Details of the Scoring System will be published elsewhere. Briefly, the outline of the scoring system utilized for the assay is as follows:
1) First tier (0-40 range) is reserved for primary screening data and is not applicable to this assay
2) Second tier (41-80 range) is reserved for dose-response confirmation data and is not applicable to this assay
3) Third tier (81-100 range) is reserved for resynthesized true positives and their analogues.
a. Inactive compounds of the confirmatory stage are assigned a score value equal 81.
b. For the remaining compounds the score is linearly correlated with a compound's inhibitory potency and, in addition, provides a measure of the likelihood that the compound is not an artifact based on the available information.
c. Summary equation that takes into account the items discussed above is
Score = 82 + 3*(pIC50 - 3),
where pIC50 is a negative log(10) of the IC50 value expressed in mole/L concentration units. This equation results in the Score values above 85 for compounds that demonstrate high potency and predictable behavior. Compounds that are inactive in the assay or whose concentration-dependent behavior are likely to be an artifact of that assay will generally have lower Score values.
* Activity Concentration. ** Test Concentration.
Data Table (Concise)