Science method

High-Throughput Screening Assays - Science method

Rapid methods of measuring the effects of an agent in a biological or chemical assay. The assay usually involves some form of automation or a way to conduct multiple assays at the same time using sample arrays.
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Hello, I am intending to screen a library of compounds for an in vitro enzymatic assay. The target enzyme follows a Bi-Bi mechanism. The assay development phase is completed with kinetics parameters for both substrates are determined. I am looking into a rational approach to choose the concentration of both substrates and compounds to satisfy the following criteria:
-Inhibition Mechanism-blind design: the mode of inhibition and the substrate of which the inhibitor compete with is unknown.
-Minimize the concentration of the compounds to a reasonable concentration that still able to pick up any possible inhibitory mechanism.
Successful compounds will be used to identify Hits with dose response and IC50 later on.
Is there any recommendations/guideline followed in pharma to deal with this? is there any upper limit for a Hit to be accepted?
Thanks
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In my experience, the usual concentration of test compounds from a generic compound library used in high-throughput screening to search for enzyme inhibitors in an in vitro assay is 10 µM. For fragment libraries, a higher concentration, such as 100 µM may be used because the molecules are smaller and simpler, overall, than the molecules in generic screening libraries.
Going to higher compound concentrations may seem appealing, but the result is not necessarily better because you run into increasing problems with compound insolubility and interference with the assay readout as you increase the compound concentration.
As for the substrate concentrations, there is no "right" answer. There are trade-offs. Since you know the kinetic mechanism and the substrate kinetic parameters, you can calculate the ratio IC50/Ki using the appropriate Cheng-Prusoff relationship for inhibitors competitive with one substrate or the other as you vary the substrate concentrations. This ratio can be used as a measure of the sensitivity of the assay to find inhibitors. (For pure non-competitive inhibitors, the substrate concentrations don't affect the sensitivity.) I suggest you prepare a spreadsheet with columns for [A], [B] and IC50/Ki. Vary A and B and calculate IC50/Ki.
Typically, the lower you make one substrate concentration, the more sensitive the assay is for being inhibited by compounds competitive with that substrate (lower IC50/Ki), but the less sensitive it is for finding inhibitors competitive with the other. You can try to find a pair of substrate concentrations that achieve a balance.
To get around this issue, you could run two separate screens, if you can afford to, with one optimized for finding inhibitors competitive with A and the other optimized for finding inhibitors competitive with B.
You also have to consider the substrate concentrations needed to get a sufficient signal to run the screen successfully. Higher substrate concentrations allow a larger signal to be obtained while still under initial rate conditions, but higher substrate concentrations increase IC50/Ki. Cost and/or substrate availability may also have to be considered.
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Hi everybody,
We want to develop a screening test based on the measurement of GALC enzyme activity in patient fibroblasts (Krabbe disease) like the one described in this paper ( Ribbens, J. et al. A high-throughput screening assay using Krabbe disease patient cells. Anal. Biochem. 434, 15–25 (2013)) with the use of the substrate : 6-Hexadecanoylamino-4-methylumbelliferyl-b-D-galactopyranoside.
Unless I am mistaken, there is no mention of the standardization technique in this paper.
We know that the molecules we test can have an effect on cell growth and therefore on the final amount of enzyme during the enzymatic reaction.
What is the best way to standardize this type of cellular enzymatic test which is HTS compatible..?
Thanks
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We hope to produce a recombinant mycobacterial RNA polymerase through heterologous expression in E. coli to evaluate the activity of some drug candidates as RNAP inhibitors.
Unfortunately, up until now, we have only found references that propose methods for High Throughput Screening (HTS) and that is not our goal.
Does anyone know a method that could be applied in a smaller scale, preferably that does not include using radioactive reagents?
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If you are going to use purified RNA polymerase, then you can measure the production of pyrophosphate that results from RNA polymerization using a plasmid and 4 ribonucleotides as the substrate. A colorimetric method for doing this assay with E. coli RNA polymerase is given in this paper:
You should include a plasmid-free control because there could be some background nucleotide hydrolysis in the absence of the plasmid.
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As a part of my MSc by Research we will be utilising high throughput microplate assays following Jackson et al. (2013), a technique that utilises 4-methylumbelliferone (MUF) labled substrates.
In our lab we have some of the necessary model substrates ( 4-MUF-β-D-glucopyranoside and 4-MUF-N-acetyl-β-D-glucosaminide) but their condition is unknown.
Does anybody know if there is a way to determine if they are still fit for purpose as they are expensive to purchase and it seems like a waste of money to purchase more if they are still good to use.
Thanks in advance for the help.
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The answers above are great, and I agree that your compounds are likely still good for use.
Still: Buy new ones.
The time you/your student work on establishing that they're still good will cost more that re-ordering the labelled substrates, and it's one less issue that could come up during review when you get your results published.
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I'm planning to start designing an in vivo assay to be used for a HTS. Does anyone have any advice/know of literature on the subject on how to choose an appropriate cells line? I will have to establish a stably transfected cells line with at least two constructs. The readout will be measuring changes in GFP expression.
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The attached article could be of help ... but maybe too late ...
Best regards
Robert
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Potassium acetate is a good buffer used in high throughput screening for cellulose-degrading enzymes, can we replace it with sodium acetate or other buffer? 
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Dear Farah,
Yes, you can. For more details, please see attached publication (Figure 2):
Kračun et al. Biotechnology for Biofuels (2015) 8:70
DOI 10.1186/s13068-015-0250-y
A new generation of versatile chromogenic
substrates for high-throughput analysis of
biomass-degrading enzymes
Stjepan Krešimir Kračun1†
, Julia Schückel1†
, Bjørge Westereng1,2,3, Lisbeth Garbrecht Thygesen3
,
Rune Nygaard Monrad4
, Vincent G H Eijsink2 and William George Tycho Willats1*
Abstract
Background: Enzymes that degrade or modify polysaccharides are widespread in pro- and eukaryotes and have multiple biological roles and biotechnological applications. Recent advances in genome and secretome sequencing, together with associated bioinformatic tools, have enabled large numbers of carbohydrate-acting enzymes to be putatively identified. However, there is a paucity of methods for rapidly screening the biochemical activities of these enzymes, and this is a serious bottleneck in the development of enzyme-reliant bio-refining processes.
Results: We have developed a new generation of multi-coloured chromogenic polysaccharide and protein substrates that can be used in cheap, convenient and high-throughput multiplexed assays. In addition, we have produced substrates
of biomass materials in which the complexity of plant cell walls is partially maintained.
Conclusions: We show that these substrates can be used to screen the activities of glycosyl hydrolases, lytic polysaccharide monooxygenases and proteases and provide insight into substrate availability within biomass. We envisage that the assays we have developed will be used primarily for first-level screening of large numbers of putative carbohydrate-acting enzymes, and the assays have the potential to be incorporated into fully or semi-automated robotic
enzyme screening systems.
Keywords: Chromogenic substrates, Carbohydrate-active enzymes, High-throughput screening, Biomass degradation, Plant cell walls, Lytic polysaccharide monooxygenases
Hoping this will be helpful,
Rafik
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So I am doing a HTS screening to select top drugs for investigating the nucleo-cytoplasmic shuttling of my target protein. The HTS assay involved drug treatment of the cells expressing GFP-tagged fusion proteins and from the screen, I chose the top targets which had the highest nuclear: cytoplasm ratio. Then I validated them in vitro through cellular fractionation and Western blotting. But its turns out that all of them are negative - none of the drugs showed an increased nuclear presence of my target proteins? How can I critically argue this? I will be glad if any one can suggest any improvements?
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There are many levels of validation for HTS hits. Since HTS normally produces n=1 results for hits, the first phases of validation are replication, then dose response curves, using the original HTS assay conditions. Did your hits pass these tests? Have you proved that your secondary validation assay actually works reliably with positive controls? For any HTS project your downstream methodologies for validation need to be worked out flawlessly in advance, or you are wasting your time and money doing screening. 
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Need a contract lab for high through output assays.
Please share leads and intros [email removed by admin]
US based preferred.
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Hello Douglas,
Our lab, the Integrated Microscopy Core at Baylor Houston, does high throughput screening and assay development. We have available a BioMek Span8 robot for plate processing and Vala IC-200 high throughput microscope. We are a Core facility and can accept samples from anyone, anywhere. Can you tell me more about your research? Please visit our web site for more information.                  
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I am trying to choose a good human cell line for my screening assay.The cells will undergo virus transfection and sort the positive cells and then transfection with plasmids after that sort again.So I need to know which cell line has high efficiency and easy to culture.
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PA319 or NIH3T3 would be good.  Check your cell culture protocol.  293 works well.  If you have problem with it, then obtain 293 from company instead of from other lab.
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We are using Nunc™ 96-Well UV Microplates for measuring BSA protein concentration. It is a little surprise that the standard curve is quite different comparing to the one measured by the spectrometer at 280nm. The slope of the standard curve obtained by the plate is way off the value of extinction coefficient for BSA .
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You have to consider the path length through the solution, since the absorbance is directly proportional to the path length (see Beer's Law). For a spectrophotometer cuvette, the path length is usually 1 cm. In a microplate, the path length is proportional to the sample volume.
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I have developed a cell-based assay in 96-well plates. After stimulation of mouse neuroblastoma N2a cells with a growth factor I fix them with methanol and measure phosphorylation of Erk1/2 (staining with phospho-antibody against Erk1/2 + fluorescent secondary Ab). The intensity of fluorescent signal is measured in a plate reader. Because I need to use these cells for an automated high throughput screening, I had to switch to the 384-well plate format. Unfortunately, cells detach from the bottom of the plates during washing steps (automatic washer is already set for low speed dispense and aspiration). It has never happened in 96-well plates - the cells stayed attached during all the procedures. My guess is that in smaller wells (384-well plates), the force of meniscus works against cell attachment so they are not as firmly attached as in bigger wells (96-well plates). I only tried Greiner's tissue culture (TC)- and Advanced TC-treated plates. Perhaps I should try other vendors/plastic surface treatments that would warrant the firmest attachment of my cells. Anyone else has the same problem? I would appreciate your suggestions. Thanks!
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I was quite unhappy with Greiner plates. You could try BD or sarsted
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My purpose to screen some compounds interacting with membrane receptors. 
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It all depends on your screen. As mentioned above, luciferase tends to be more sensitive and have lower background and the time needed to scan each plate on a plate reader is very short. However, it is time sensitive and you need to add the substrate to each assay plate. If you have access to a plate reader that will automatically add the substrate for you this is not a problem. If you have to add substrate by hand, it takes time and will limit the number of plates you can assay at a time. It also can be expensive if you are doing a large screen. The costs and time of fluorescence depend on your setup. If you have a fluorescent reporter protein that can be read out on a plate reader (all you need to read is intensity) it can be quick and cost effective. Sensitivity tends to be a bit lower than for luciferase but if you have a good reporter and a sensitive fluorescent plate reader it may be a good choice for a primary screen. Than you can follow up with a more quantitative secondary screen using luciferase. If you need to do immunostaining and than image your cells it will be more expensive and slower. You will also factor in time and know-how needed for image analysis. But you will get way more information.
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I want to check the proliferative effects of some anticancer drugs (more than 50). I observe through CCK-8 or MTT assay. What is the best assay to check their proliferative properties other than MTT. 
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The best way is to assay both cytotoxicity and viability. For cytotoxicity, measure of LDH release is a straightforward fluorescent assay, amenable to medium throughput: it measures the amount of dead cells after a chronic or acute insult. There several kits available in the market that make your life easier, but it is also simple to make the assay reagents in house. For viability, I would choose ATP production. There are also several kits in the market easy to optimize, such as ATPlite.
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Does anyone have any experience with Luminex screening assays? How reliable are the assays (precision and selectivity) when compared to running individual ELISA assays?
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Hi all, I plan to use this luminex screening assay as well however I was wondering if the kit can be use to detect cytokine in body fluid? My sample is bronchoalveolar lavage fluid. Anyone can help?
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I am having trouble distinguishing an unhatched/dead C. elegans embryo from a remaining egg-shell of a hatched embryo in a bright-field image in a high-throughput fitness assay.
I was wondering if one could discriminate between an unhatched/dead embryo and the remaining chitin shell by adding some dye to it. DNA dyes (Hoechst 33342, 33258, Sytox green) are not penetrating the embryo. Chitin dyes (Calcofluor white, congo red) are just staining the chitin shell of a hatched and an unhatched embryo in a similar fashion.
I would be happy if someone would provide an idea.
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I think vital stains (so called because it does not harm the embryonic cells) like Nile blue and neutral red  can do the job effectively. They can be absorbed in bits of agar and applied on various positions of surface of the embryo. The dye gets inside the cells and marks them throughout development. The German embryologist Vogt was the first to use this method (1925) to show that each stained patch gave rise a certain part of the embryo.
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I have a library of tagged proteins overexpressing cells and I have total cellular extracts for all of them but in small amount (around 500 ng of total proteins for each) and I would like to avoid defreezing the cells library to regrow them and reharvest largest protein samples. I would like to set up high throughput interaction assay of all these guys with a single protein. I thought about Gst-pulldowns, ELISA or Alpha screen technology. Also the protein samples are conserved in -20C, can the freezing alter their capacity to interact? I am looking for the fastest reliable technique. 
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You could give it a try with MST (MircoScale Thermophoresis). To do so, you would need to label your interacting protein. Then you fill each of your cell extracts into a reaction tube (or in a plate) and add the labeled protein. The reaction setups are filled into glass capillaries, and the measurement can be started.
During the measurement, a temperature gradient is induced which makes the molecules move (Thermophoresis). Their movement depends on different parameters that typically change when your molecule of interest (in this case your labeled protein) binds to an interaction partner (in your case this would be the overexpressed protein in the cell extract). You also need to perform negative controls with control cell extract (no protein overexpression) and in the best case scenario you also have a positive control.
In case you are not only interested if the two proteins are binding to each other, but you would also like to determine the affinity, you need to quantify the overexpressed protein. Then you need to prepare dilution series of the cell extracts. The change in thermophoresis is plotted against the ligand concentration; fitting the data points you will obtain the binding affinity.
Sure, freezing can change protein properties, depending on the freezing conditions (volume, speed of freezing, storage temperature, addition of glycerol etc.). We have best experience flash-freezing small aliquots (10µl) of pure protein in liquid nitrogen. For cell extracts, I guess this could be a different story.
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I need a screening method to screen apoptosis in cell cultures. I have an idea that could be interesting but I need some preliminary data to decide whether it make sense to ask my PI to invest on my idea or not. My lab is specialized in biochemistry, molecular biology and proteomics so I have all I need to perform Western Blot, ELISA or Real Time PCR. I also do have a spectrofluorimeter but it's not a 96 well plate reader. For the microscope... well, let's assume I don't have one, because the one I have it is barely enough for cell counts :D
If my idea proves right I can ask to use other's laboratory equipments but I first need some preliminary data!
I tried an ssDNA ELISA kit but it was really terrible (the kit itself, not the data).
Any other suggestions?
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If your cells follow the canonical pathway and display membrane Annexin, there are colorimetric based ELISAs that you can purchase or make.  
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Hi, I usually work with 384 well microplate (square well with flat bottom) for absorbance measurements. In some cases, particularly with bradford reagent for protein determination, the O.D replicates measurements are sometimes bad. I've realized that the shape of the meniscus is not formed correctly, probably due to the composition of reagent and its interaction forces with the square plastic well. Agitation of the plate can decrease the replicate variability but it doesn't give entire satisfaction.
I think that a good way to solve this problem should be the use of 384 well microplate with round wells (with flat bottom). If anyone knows a reference supplier it would be great.  
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Thank's Graeme !
I'm looking for clear microplates and the Corning are white or black only. I've searched on their website but still nothing...
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Why would someone choose to perform siRNA HTP over small molecule inhibitors HTP or vice versa? If you perform an siRNA screen and end up finding a target and then develop a small molecule inhibitor for that target, then why not from the beginning screens for a small molecule inhibitors? Are there any major advantages or disadvantages of performing one over another?
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First to be sure to get the 100% inhibition both siRNA and HTA is used. Secondly si RNA inhibit by binding directly to gene thus stoping transcription of gene of choice subsequently translation, while most the HTA or other chemicals bind mostly to protein that subsequently inhibit either transcription or translation. I think this could be possible answer of your query.
Thanks.
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I would like to screen through hundreds of colonies for cell growth. Is there an easy way to grow hundreds of different cultures of e.coli in a shaker incubator with limited space?
Ideally there will be at least a half a ml per sample, and I will be able to measure OD simply and quickly.
Any ideas?
Price isn't much of an issue.
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For that volume of cells, this can be done in deep-well 96-well plates with shaking. It would require transferring cultures via multichannel pipette into 96-well microplate for OD readings on a plate reader. Alternatively, if you only need OD values and have access to plate readers with incubator/heating and shaking functions (fairly standard on many readers), you can take realtime growth measurements. This allows you to automate the process and take as many OD readings as you would like. Hope that helps.
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We recently published an article, “Dispensing Processes Impact Apparent Biological Activity as Determined by Computational and Statistical Analyses,” Ekins, Olechno, Williams, PLoS ONE 05/2013; 8(5):62325. In it we show strong evidence that the manner of transferring fluids and the methods used in managing dilutions can dramatically affect the results of your assays. The article was published in PLOS ONE, an open access journal. We want to know whether other researchers have experienced similar results. We would like to hear questions and comments about the paper.
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Liquid handling settings most definitely affect assay quality as measured by z’ factor or %CV. This includes accuracy and preciseness of liquid transfer, which affects the biological response to given controls and test compounds. Furthermore, if the assay utilizes attached cell lines, then the dispense height, dispense speed, and mixing speed and depth affect attachment of the cell monolayer. If the dispense height is too close to the monolayer or the dispense speed is too fast, the cells can become detached which will negatively affect assay results. All of these parameters are part of assay development, and have to be fully optimized. Additionally, different cell lines have different attachment strengths so these parameters have to be optimized to each cell line that is utilized.
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I would like help with reproducibility in biofilm quantity and less time consuming (Enterococcus faecium, Staphylococcus aureus, Klebsiella pneumoniae, Acinetobacter baumannii, Pseudomonas aeruginosa, and Enterobacter species).
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Dear Karthikeyan the most reproducible antibiofilm assay is the MBEC Assay System produced by innovatech. With best regards