High-throughput screening process are used by today most of the drug discovery industries, this process helps pharmaceutical researches to make drug discovery process faster and also increase the quality and quantity of drugs production. This process in combination with robotics, data processing and control software, liquid handling devices and sensitive detectors allows a researcher to quickly conduct millions of chemical, genetic or pharmacological tests
Drug design is the inventive process of finding new medications based on the knowledge of the biological target.
In the most basic sense, drug design involves design of small molecules that are complementary in shape and charge to the bio-molecular target to which they interact and therefore will bind to it.
Drug design frequently but not necessarily relies on computer modeling techniques. This type of modeling is often referred to as computer-aided drug design.
Types;-
Random screening
Trial and error method
Ethnopharmacology approach
Serendipity method
Classical pharmacology
Chemical structure based drug discovery
Drug design is the inventive process of finding new medications based on the knowledge of the biological target.
In the most basic sense, drug design involves design of small molecules that are complementary in shape and charge to the bio-molecular target to which they interact and therefore will bind to it.
Drug design frequently but not necessarily relies on computer modeling techniques. This type of modeling is often referred to as computer-aided drug design.
Types;-
Random screening
Trial and error method
Ethnopharmacology approach
Serendipity method
Classical pharmacology
Chemical structure based drug discovery
Drug discovery take years to decade for discovering a new drug and very costly
Effort to cut down the research timeline and cost by reducing wet-lab experiment use computer modeling
Others have done the work. Some have used the work. I have spoken only on behalf of their behalf.
The high throughput screening is the first step of the docking or computational method of drug discovery. This slide will help you to understand the basic things in HTVS.
High throughput screening is a type of assay. By this assay we can identified the target or binding site of drugs. Its mainly performed during the drug discovery process.
molecular docking its types and de novo drug design and application and softw...GAUTAM KHUNE
This ppt deals with all the aspects related to molecular docking ,its types(rigid ,flexible and manual) and screening based on it and also deals with de novo drug design , various softwares available for docking methodologies and applications for molecular docking in new drug design
Role of Target Identification and Target Validation in Drug Discovery ProcessPallavi Duggal
Target identification and Validation tells about the how target is neccesary for new drug discovery and its development to reach into market for rare diseases.
Drug discovery take years to decade for discovering a new drug and very costly
Effort to cut down the research timeline and cost by reducing wet-lab experiment use computer modeling
Others have done the work. Some have used the work. I have spoken only on behalf of their behalf.
The high throughput screening is the first step of the docking or computational method of drug discovery. This slide will help you to understand the basic things in HTVS.
High throughput screening is a type of assay. By this assay we can identified the target or binding site of drugs. Its mainly performed during the drug discovery process.
molecular docking its types and de novo drug design and application and softw...GAUTAM KHUNE
This ppt deals with all the aspects related to molecular docking ,its types(rigid ,flexible and manual) and screening based on it and also deals with de novo drug design , various softwares available for docking methodologies and applications for molecular docking in new drug design
Role of Target Identification and Target Validation in Drug Discovery ProcessPallavi Duggal
Target identification and Validation tells about the how target is neccesary for new drug discovery and its development to reach into market for rare diseases.
HTS is a high-tech way to hasten the drug discovery process, allowing quick and efficient screening of large compound libraries at a rate of a few thousand compounds per day or per week.
This is the presentation on Role of advancement in instrumentation in pharmacodynamic evaluation of drugs
in clinical trials.
CONTENTS
Concept of medical instrument and instrumentation
Centrifuge
PCR
HPLC
Flow cytometry
Mass SPECTROMETRY
Minimally invasive technologies in PD
Conclusion
Corrosion Technology Forum – A two-day conclave discusses about corrosion prevention opportunities in the four major industries across geographies. Discusses various issues related to corrosion control, mitigation and methodologies to assess the damage due to corrosion.
Get 15% off on subscription now!! Chemical today magazine is a book for chemistry or chemical industry professionals which covers all influential topics, exotic concept &, fantastic appearance has attracted tons of readers over the globe.
Since the beginning of history recorded, human beings have sought to mask or augment their own body odor by applying perfume, which imitates nature’s pleasant smells. Many natural and man-made materials have been utilized or extracted to make perfumes. No perfume smells
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Tin is the 49th most rich element in the earth’s crust, having 2 parts per million compared with 75 parts per million for zinc, 50 parts per million for copper, and 14 parts per million for lead.
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A covalent bond is a chemical bond that involves sharing of pairs of electrons between atoms. These pairs of electrons are known as bonding pairs or shared pair
4 vital things about zinc that you should knowrita martin
Zinc designated with the chemical symbol of Zn and an atomic number of 30. The number of electrons per shell is 2, 8, 18 and 2. The two valence electrons of zinc are in charge of shaping bonds with different atoms, which is determined by its electron affinity, electro-negativity and ionization energies.
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Toluene aromatic hydrocarbon solvent is a solvent in paints, lacquers, thinners, glues, correction fluid, carbon nanotubes and nail polish remover used as an octane booster in gasoline fuels
AIDS stands for: Acquired Immunodeficiency Syndrome HIV stands for: Human immunodeficiency virus AIDS is a disease of the human immune system caused by the HIV
Why the statue of liberty is colored blue greenrita martin
Statue of Liberty is its own special colour because of its unique environmental conditions. It's not a simple single reaction between copper and oxygen to generate a green oxide, like you may think. The copper oxide continues to react to make copper carbonates, copper sulphide, and copper sulphate.
6 methods of preparation of caustic sodarita martin
Sodium hydroxide, also known as caustic soda or lye, is an inorganic compound with the chemical formula NaOH. It is a white solid, and is a highly caustic metallic base and alkali salt. It is available in pellets, flakes, granules, and as prepared solutions at a number of different concentrations.
A solvent can be any substance, that turns into a solution by dissolving a solid, liquid, or gaseous solute. The solvent is usually a liquid, but can also be a solid or gas.
Diethyl ether can be prepared both in laboratories and on an industrial scale by the process called acid ether synthesis.
Ethanol is mixed with a strong acid like sulfuric acid (H2SO4).This strong acid dissociates in the aqueous environment producing H3O+(hydronium ions).
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Ethyl acetate is synthesised via the Fischer esterification reaction from ethanol and acetic acid, typically in the presence of an acid catalyst such as concentrated sulfuric acid.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
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https://arxiv.org/abs/2306.08302
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https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
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This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
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Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
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Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
2. High-Throughput Screening (HTS) is an approach to drug discovery that
has gained widespread popularity over the past few years and expanded
its applications for the pharmaceutical and biotechnology companies,
university research laboratories et al.
The technology includes screening of large chemical libraries for activity
against biological targets via the use of automation, miniaturized assays
and large-scale data analysis.
Since its first advent in the early to mid 1990s, the field of HTS has seen
not only a continuous change in technology and processes, but has gone
through various adaptations to suit industry needs which have given an
edge to drug discovery.
HTS has now evolved into a mature discipline that is a crucial for the end
to end manufacturing of drugs, namely from the raw material that is the
chemical to the actual drug formation.
3. In recent years, the industry has witnessed a clear trend in drug
discovery toward rigorous hit validation by the use of orthogonal
readout technologies, label free and biophysical methodologies.
Today, many experts in the field see HTS at a crossroad with the
need to decide on either higher throughput/more experimentation
or a greater focus on assays of greater physiological relevance,
both of which may lead to higher productivity in pharmaceutical
research & development.
The aim of high-throughput screening is to accelerate drug
discovery by screening large libraries often composed of hundreds
of thousands of compounds (drug candidates) at a rate that may
exceed 20,000 compounds per week.The following article takes a
look at the evolving technology and applications of the HTS
process.
4. High-throughput screening is a method for scientific experimentation especially
used in drug discovery and is relevant to biology and chemistry.This process in
combination with robotics, data processing and control software, liquid handling
devices and sensitive detectors allows a researcher to quickly conduct millions of
chemical, genetic or pharmacological tests.
High-throughput screening can rapidly identify active compounds, antibodies or
genes which modulate a particular bimolecular pathway. It can be considered - a
process in which batches of compounds are tested for binding activity or
biological activity against target molecules. High-throughput screening is a
process of screening more compounds against more targets per unit time, which
should generate more hits, which in turn will generate more leads, subsequently
generating more products.
Various technologies like high-throughput screening defined by the number of
compounds tested to be in the range of 10,000-100,000 per day, ultra high-
throughput screening is defined by screening more than 100,000 data point
generated per day.These two technologies play a vital role in drug discovery to
find new chemical compounds.
5. HTS was invented by Dr GyulaTakatsky in 1951, who machined 6 rows of 12 wells
in Lucite to make the first microtiter plate.
The microtiter plate has further grown to include standardized 96, 384, 1536 well
formats, with additional 3072 well nanoplate formats available for specialized or
quantitative reverse-transcription polymerase chain reaction assays.
“Twenty 384-well plates are currently run daily on the AccuriC6 HyperCyt
combination.We could run up to 40 plates in a standard 8 hour workday, over
12,000 compounds”
6. High-throughput screening in drug discovery
To screen
Novel biological active compounds
Natural products
Combinatorial libraries (Ex: peptides; chemicals)
Biological libraries
DNA chips
RNA chips
Protein chips
High-throughput screening’s main lab ware is the microtiter plate.
Modern microplates for high-throughput screening assays are
performed in automation-friendly microtiter plates with a 96, 384,
1536 or 3456 well format.These wells contain experimentally
useful matter, often an aqueous solution of dimethyl sulfoxide
(DMSO) and some other chemical compound, the latter of which
is different for each well across the plate.
7. For most drug discovery labs, the library collection has grown from
400,000 to 1 million or more compounds.The standard paradigms used
to screen these libraries have evolved to automated 384 wells or higher
density single compound test formats.
Primary screen is designed to rapidly identify hits from compound
libraries.The goals are to minimize the number of false positives and
maximize the number of confirmed hits.
Depending on the assay, hit rates typically range between 0.1 – 5 per
cent.This number also depends on the cutoff parameters set by the
researchers, as well as the dynamic range of a given assay.
Primary screens are run in multiplets of single compound concentrations.
Results are expressed as percent activity in comparison to a positive (100
per cent) and a negative (0 per cent) control. Hits are then retested,
usually independently from the first assay.
8. If a compound exhibits the same activity, it is coined as confirmed hit, which proceeds to
secondary screens or lead optimization. The results from lead optimization are used to
decide which substances will make it on to clinical trials.
In combination with bioinformatics, it allows potential drugs to be quickly and efficiently
screened to find candidates that should be explored in more detail. Initial screening of
these compounds for their binding ability is the job for high-throughput screening.
The key to high-throughput screening is to develop a test, or assay, in which binding
between a compound and a protein causes some visible change that can be automatically
read by a sensor.Typically the change is emission of light by a fluorophore in the reaction
mixture.
One way to make this occur is to attach the fluorophore to the target protein in such a way
that its ability to fluoresce is diminished (quenched) when the protein binds to another
molecule. A different system measures the difference in a particular property of light
(polarization) emitted by bound versus unbound fluorophores. Bound fluorophores are
more highly polarized and this can be detected by sensors.
9. Detection technologies used in high throughput screening include
time-resolved fluorescence (TR-FRET), fluorescence resonance
energy transfer (FRET), fluorescence polarization, luminescence
and absorbance and require sensitive and versatile multi-mode
microplate readers.
ProcedureThe sets of compounds produced by combinatorial
chemistry are generally referred to as libraries, which depending
on how the solid-phase is handled, may be either mixtures or
individual compounds.There are a range of options for testing the
libraries in a biological assay.
Test mixture in solution
Test individual compounds in solution
Test compounds on the beads
10. All the compounds are cleaved from the beads
and tested in solution. If activity in a
pharmacological screen is observed, it is difficult
to find out which compounds are active.To
identify the most active component, it is
necessary to resynthesize the compounds
individually and thereby find the most potent.
This iterative process of resynthesis and
screening is one of the most simple and
successful methods for identifying active
compounds from libraries.
11. A second method is to separate the beads
manually into individual wells and cleave the
compounds from the solid-phase.These
compounds can now be tested as individual
entities
12. A third method for screening is testing on the
beads, using a colorimetric or fluorescent
assay technique. If there are active
compounds, the appropriate beads can be
selected by color or fluorescence, picked out
by micromanipulation and the product
structure, if a peptide, determined by
sequencing on the bead. Non-peptide
structures would need to be identified by one
of the tagging methods.
13. High-throughput technology can also be put
to use in other areas besides drug
development.
GenomicsApplications
DNA Sequencing
Protein Analysis
14. Maxim Pharmaceuticals’ HTS laboratory operates a working whole-cell based
screening platform.Their purpose is to screen for inhibitors and inducers of
apoptosis or programmed cell death.The medical justification for inhibitors is
their possible use in preventing unwanted cell death often seen in heart attacks,
strokes and degenerative diseases such as Alzheimer’s and Parkinson’s Disease.
The justification for inducers is primarily to kill cancer cells or cells that do not
have the normal cell death machinery.
Maxim Pharmaceuticals uses a proprietary substrate that is specific for activated
caspase.The screens are performed in 384 well formats and are whole cell based.
Activated caspase indicates cell death through apoptosis specifically, not just cell
death by necrosis.They screen compound libraries against numerous cancer cell
lines.
The research flow at Maxim is typical of cell based screening elsewhere. It starts
with compound inventory and solubilization, compound transfer and plate
replication, cell addition, incubation, plate reading, and finally data analysis.
15. At Maxim the laboratory layout is a combination of track and robotic arm systems. Plates usually
get reagent added with a small volume 96 channel pipettor, compound is added with a 384
pintool head, cells are added with a large volume 96 channel pipettor (all these steps are linked to
stackers, hence this portion is considered a linear setup).
The plates are manually loaded into an automated incubator. Once the incubation period is
finished, the plates are moved with a robotic arm from the incubator to a large volume 96
channel pipettor, substrate is added, and the plates are moved to a fluorescent plate reader,
stopping by a barcode reader on the way to keep track of what data corresponds to what
compound.The barcodes are then read and the plates are moved back (by the robotic arm) to the
incubator for further incubation.
Once done incubating a second time, the plates are moved by the arm from the incubator to the
scanner, then to the plate reader for a final read. Once they are done with the final read, they are
essentially trash. A plate sealer has been integrated with the arm so these plates are sealed for
splash-free disposal into a hazardous waste barrel. Once the assay run is complete the robotic
arm uses the pager function to call one of the employees to let them know the assay run has
finished without problems.
Data analysis is done for the primary screens using a software package to handle the massive
quantities of data generated.The HTS laboratory at Maxim also handles all of the secondary
screens such as Dose Response and Growth Inhibition.The dilutions for these assays are done off-
line using 8 channel pipettors and then the integrated automation is used for the actual assay.
Data from these smaller assays is analyzed using templates in Excel.
16. HTS has revolutionized compound screening. However, it
has also introduced new challenges to the drug discovery
and development process.
Just a small fraction of primary hits generated by HTS can
easily overwhelm traditional follow-up testing, therefore
creating new bottlenecks in the drug discovery process.
Thus, it is now time to explore the application of the high
throughout technologies to those new bottlenecks in the
areas of medicinal chemistry, structural biology,
pharmacology, ADME (Absorption, Distribution,
Metabolism and Excretion) studies and toxicology.
17. HTS is became an effective technique and competitive with the latest,
upcoming related technologies in the market.The growing importance
of this process is cost effectiveness of drug-discovery and development,
operating processes for development of homogeneous, fluorescence-
based assays in reduced formats.
The usage of 384, 1536 and 3456 wells density plates and robotics made
the HTS process through which compounds can be screened more than
100,000 data points per day.
The number of higher density plates used in the drug-discovery process
is inversely proportional to the samples required for the process; thereby
it reducing the initial setup costs.
The combination with robotics, data processing and control software,
liquid handling devices,TR-FRET, FRET, Fluorescence polarization
techniques has added a significant valued to each data point generated
by high throughput screens.