1) Combinatorial chemistry techniques allow for the parallel synthesis of multiple chemical compounds. This involves dividing chemical reactions into separate vessels to allow many reactions to occur simultaneously, saving time over sequential synthesis.
2) Some key developments in parallel synthesis techniques include Merrifield's solid phase peptide synthesis using resin beads, Stabchen's use of polyethylene rods for parallel peptide synthesis, and Lam's split-mix method which uses repetition of dividing, reacting, and recombining steps to efficiently generate compound libraries.
3) Combinatorial chemistry relies on solid supports like polystyrene or polyethylene glycol resin beads that are insoluble and compatible with reagents. Linkers attach initial building blocks like amino acids to these supports, and parallel
In this slide I covered the detailed about hansch analysis, Free-Wilson analysis, and Mixed approach. I also gave a detailed application for each points.
In this slide I covered the detailed about hansch analysis, Free-Wilson analysis, and Mixed approach. I also gave a detailed application for each points.
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
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Combinatorial chemistry is a collection of techniques which allow for the synthesis of multiple compounds at the same time.
Combinatorial chemistry is one of the important new methodologies developed by researchers in the pharmaceutical industry to reduce the time and costs associated with producing effective and competitive new drugs, By accelerating the process of chemical synthesis, this method is having a profound effect on all branches of chemistry, but especially on drug discovery.
SAR versus QSAR, History and development of QSAR, Types of physicochemical
parameters, experimental and theoretical approaches for the determination of
physicochemical parameters such as Partition coefficient, Hammet’s substituent
constant and Taft’s steric constant. Hansch analysis, Free Wilson analysis, 3D-QSAR
approaches like COMFA and COMSIA.
It is the presentation for Combinatorial Chemistry. this presentation should be helpful for B. Pharm students. It includes introduction, types, applications, advantages and disadvantages.
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
Combinatorial chemistry and high throughputscreeningSaikiranKulkarni
Combinatorial chemistry is a collection of techniques which allow for the synthesis of multiple compounds at the same time.
Combinatorial chemistry is one of the important new methodologies developed by researchers in the pharmaceutical industry to reduce the time and costs associated with producing effective and competitive new drugs, By accelerating the process of chemical synthesis, this method is having a profound effect on all branches of chemistry, but especially on drug discovery.
SAR versus QSAR, History and development of QSAR, Types of physicochemical
parameters, experimental and theoretical approaches for the determination of
physicochemical parameters such as Partition coefficient, Hammet’s substituent
constant and Taft’s steric constant. Hansch analysis, Free Wilson analysis, 3D-QSAR
approaches like COMFA and COMSIA.
It is the presentation for Combinatorial Chemistry. this presentation should be helpful for B. Pharm students. It includes introduction, types, applications, advantages and disadvantages.
Polymer - a long chain molecule made up of many small identical units of Monomer is known as Polymer.
Monomer - the smallest repeating unit is known as Monomer.
Polymer is a molecule is obtained by natural and synthetic origin having group of Smallest repeating unit is known as polymer.
Polymer is important for increasing the stability of drug molecule, it is important to influencing the solubility of drug molecule, it is important to maintain the Physicochemical properties, it is important to maintain the prolong stability of drug molecule in extended period of time, it is important for influencing the Bioavailability of drug.
Polymer is important for Pharmaceutical industries and research purpose.
Combinatorial chemistry by Sunil Yadav SD Bihani College sri gangangar sunilkamal1045
The Combinatorial Chemistry is a scientific method in which a very large number of chemical entities are synthesized by condensing a small number of chemical compounds together in all combinations defined by a small set of chemical reactions.
Professional air quality monitoring systems provide immediate, on-site data for analysis, compliance, and decision-making.
Monitor common gases, weather parameters, particulates.
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Brine shrimp (Artemia spp.) are used in marine aquaculture worldwide. Annually, more than 2,000 metric tons of dry cysts are used for cultivation of fish, crustacean, and shellfish larva. Brine shrimp are important to aquaculture because newly hatched brine shrimp nauplii (larvae) provide a food source for many fish fry (Mozanzadeh et al., 2021). Culture and harvesting of brine shrimp eggs represents another aspect of the aquaculture industry. Nauplii and metanauplii of Artemia, commonly known as brine shrimp, play a crucial role in aquaculture due to their nutritional value and suitability as live feed for many aquatic species, particularly in larval stages (Sorgeloos & Roubach, 2021).
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Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Ana Luísa Pinho
Functional Magnetic Resonance Imaging (fMRI) provides means to characterize brain activations in response to behavior. However, cognitive neuroscience has been limited to group-level effects referring to the performance of specific tasks. To obtain the functional profile of elementary cognitive mechanisms, the combination of brain responses to many tasks is required. Yet, to date, both structural atlases and parcellation-based activations do not fully account for cognitive function and still present several limitations. Further, they do not adapt overall to individual characteristics. In this talk, I will give an account of deep-behavioral phenotyping strategies, namely data-driven methods in large task-fMRI datasets, to optimize functional brain-data collection and improve inference of effects-of-interest related to mental processes. Key to this approach is the employment of fast multi-functional paradigms rich on features that can be well parametrized and, consequently, facilitate the creation of psycho-physiological constructs to be modelled with imaging data. Particular emphasis will be given to music stimuli when studying high-order cognitive mechanisms, due to their ecological nature and quality to enable complex behavior compounded by discrete entities. I will also discuss how deep-behavioral phenotyping and individualized models applied to neuroimaging data can better account for the subject-specific organization of domain-general cognitive systems in the human brain. Finally, the accumulation of functional brain signatures brings the possibility to clarify relationships among tasks and create a univocal link between brain systems and mental functions through: (1) the development of ontologies proposing an organization of cognitive processes; and (2) brain-network taxonomies describing functional specialization. To this end, tools to improve commensurability in cognitive science are necessary, such as public repositories, ontology-based platforms and automated meta-analysis tools. I will thus discuss some brain-atlasing resources currently under development, and their applicability in cognitive as well as clinical neuroscience.
Comparing Evolved Extractive Text Summary Scores of Bidirectional Encoder Rep...University of Maribor
Slides from:
11th International Conference on Electrical, Electronics and Computer Engineering (IcETRAN), Niš, 3-6 June 2024
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https://www.etran.rs/2024/en/home-english/
Phenomics assisted breeding in crop improvementIshaGoswami9
As the population is increasing and will reach about 9 billion upto 2050. Also due to climate change, it is difficult to meet the food requirement of such a large population. Facing the challenges presented by resource shortages, climate
change, and increasing global population, crop yield and quality need to be improved in a sustainable way over the coming decades. Genetic improvement by breeding is the best way to increase crop productivity. With the rapid progression of functional
genomics, an increasing number of crop genomes have been sequenced and dozens of genes influencing key agronomic traits have been identified. However, current genome sequence information has not been adequately exploited for understanding
the complex characteristics of multiple gene, owing to a lack of crop phenotypic data. Efficient, automatic, and accurate technologies and platforms that can capture phenotypic data that can
be linked to genomics information for crop improvement at all growth stages have become as important as genotyping. Thus,
high-throughput phenotyping has become the major bottleneck restricting crop breeding. Plant phenomics has been defined as the high-throughput, accurate acquisition and analysis of multi-dimensional phenotypes
during crop growing stages at the organism level, including the cell, tissue, organ, individual plant, plot, and field levels. With the rapid development of novel sensors, imaging technology,
and analysis methods, numerous infrastructure platforms have been developed for phenotyping.
hematic appreciation test is a psychological assessment tool used to measure an individual's appreciation and understanding of specific themes or topics. This test helps to evaluate an individual's ability to connect different ideas and concepts within a given theme, as well as their overall comprehension and interpretation skills. The results of the test can provide valuable insights into an individual's cognitive abilities, creativity, and critical thinking skills
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
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Exposé invité Journées Nationales du GDR GPL 2024
3. Solid-Phase Synthesis
Who get it started
Merrifield 1963 – solid-phase
– Revolution in synthesis
– Reducing of temporial and technical effort
– Nobel prize in 1985
– Base of automation and Combinatorial Chemistry
3
4. Multiple solid-phase synthesis
Stäbchen
Development of parallel synthesis
• Polyethylene skewer with a amino function carrier
• 40 mm lenght; 4 mm diameter
• 96 Skewers in 8 rows fits in a microtiterplate
• Coupling of aminoacids in the plate
• Chemistry analog merrifield
• Peptides stay on the skewers
• Method for investigation of antibodies
4
5. Split-Mix-Synthesis
Lam, 1991
Method to eliminate the problems with the coupling
tendency of aminoacids
The polymere are little beads, diameter 100-200 μm
5
7. Arrays
Fodor, 1991
• Solid phase synthesis + Photo Lithography and Photocemistry
• Synthesis on a functionalised glass plates
• Photolabile α-amino protecting group
• Masks + light with a specific wavelenght
• Control of the sequence
• Screening with antibodies
7
8. Introduction
1) Solid Supports
Insoluble in solvents
Not to react with the reagents
Form of small resin beads, polymer or glass beads, rods, sheets
etc ( that may or may not swell in the solvents)
Composed of two parts
1. The core
2. The linker
CORE Linkers Start compound
8
9. The core
1) Crosslinked polystyrene
2) Polyethylene glycol (PEG) grafted supports
3) Inorganic supports
4) Non-bead form supports
9
10. 1) Crosslinked polystyrene
• Most commonly used supports
• Synthesized from styrene and divinylbenzene
• By suspension polymerization in the form of small beads
• The ratio of divinylbenzene to styrene determines the density
of cross links.
Higher crosslink density
Increases the mechanical stability of the beads
Lowering the crosslink density
• Increases swelling
• Increases the accessibility of the functional groups
Ratio: 1-2% divinylbenzene
10
11. Specification of bead
Functional groups can be introduced into the resin
• Post functionalization of the aromatic rings of polystyrene
• functionalized styrene in polymerization
The reactions are faster when small beads are used
• Diameter of the Beads or by the inversely proportional mesh
size
• 200-400 mesh (35-75micron)
• 100-200 mesh (75-150 micron)
• Narrow bead size distribution is advantageous
• Capacity of the Polystyrene beads is around 0.5 mmol/g.
11
12. 2) Polyethylene glycol (PEG) grafted supports
Structure:
Tentagel
Where X is Br, OH, SH or NH2 for attachment of the substrate
• Aromatic rings & polyethylene glycol chains are covalently
attached
• Ratio: 1-2% crosslinked polystyrene
Advantage
• flexible
• chain is more accessible to reagents
• behaves like being in a solution-like environment
• gives a hydrophilic character to the resin
• swells well in water and methanol 12
13. 3) Inorganic supports
Glass beads
functionalized
controlled pore size
Commercially available
mechanical stability
do not swell in solvents
Functionalized ceramics can also be used as supports
13
14. 4) Non-bead form supports
Microscopic beads
Surface of macroscopic objects can be functionalized with
groups
Can serve as anchors to hold the substrate
Styrene or polyolefin chains can be grafted by radiation into
the Surface of the objects
The chains can be functionalized
SynPhase lanterns are commercially available in different sizes
at Mimotopes
14
15. Linkers
Covalently attached to the solid support
Bifunctional molecule
One functional group for irreversible attachment to the core
resin
Second functional group for forming a reversible covalent
bond with the initial building block of the product
Also called anchor
+ =Resin Linker Resin Linker
15
16. 1) Merrifield resin
Used to attach carboxylic acids to the resin
cleaved from the resin in carboxylic acid form using HF
2) Trityl chloride resin
much more reactive than the Merrifield resin
used for attachment of a vide variety of compounds like
carboxylic acids, alcohols, phenols, amines & thiols.
cleaved under mild conditions using a solution of
trifluoroacetic acid (TFA) in varying concentrations (2-50%)
16
17. 3) Hydroxymethyl resin
Applied for attachment of activated carboxylic acids
Cleavage conditions resemble that of the Merrifield resin (HF)
4) Wang resin
Used to bind carboxylic acids
Ester linkage formed has a good stability
Cleavage by 95% TFA is applied
Frequently used in peptide synthesis
17
18. 5) Aminomethyl resin
Carboxylic acids in their activated form can be attached to the
resin
Formed amide bond is resistant to cleavage
Resin is used when the synthesized products are not cleaved
from the support
6) Rink amide resin
Designed to bind carboxylic acids
Cleave the product in carboxamide form under mild conditions
Amino group in the resin is usually present in protected form
18
19. 7) Photolabile anchors
• Photolabile anchors have been developed that allow cleavage
of the product from the support by irradiation without using
any chemical reagents
• 2-nitrobenzhydrylamine
• Usually contain nitro group that absorbs UV light
8) Traceless anchors
• Block of a multi-step solid phase synthesis
• It may happen that In the end product this group is
unnecessary and needs to be removed
19
20. Parallel synthesis
• Synthesis of compound arrays based on saving reaction time
• food cooking processes
• She is doing different activities in parallel in order to be more
effective
Standard microtiter plate: 8 rows and 12 columns 20
21. Principle of Parallel Synthesis
• Chemical reactions takes time
• During that time not only one but a series of reactions can be
realized
• Each synthetic reaction is started in a different reaction vessel
• All the necessary operations are executed in parallel
Ex. Tripeptides in parallel 21
22. • Number of reaction vessels is the same as the number of
compounds
• Number of operations is practically the same
• Solvents and reagents have to be serially transported into each
reaction vessel
• The real advantage is that the reaction time for the in
synthesizing the 5 compounds is about the same as preparing a
single one
22
23. Advantages
Each compound is substantially pure in this location
Define location provides the structure of certain compound
Easier biological evaluation
No Deconvolution is required
No risk of synergistic effect
Disadvantages
Applicable only for medium libraries
23
24. Types of Parallel Synthesis
1. The multipin metod of Geysen
2. The Spot technique of Frank
24
25. The multipin metod of Geysen
• The first example of parallel synthesis was published by
Geysen and his colleagues
• Synthesized series of peptide
• Used the microtiter plate
• Cover plate with mounted polyethylene rods
• End of polyethylene rods (pins) were coated with derivatized
polyacrilic acid
25
26. The Spot technique of Frank
• The synthesis is carried out on cellulose paper membranes
• Small droplets of solutions of protected amino acids dissolved
in low volatility solvents
• Coupling reagents are pipetted onto predefined positions of the
membrane
• The spots thus formed can be considered as reaction vessels
where the conversion reactions of the solid phase synthesis
take place
• Many as 2000 peptides can be made on an 8x12 cm paper
sheet
26
27. The temperature of the reaction mixtures could be controlled by
heating or cooling the reaction block
27
28. The split-mix synthesis
• Based on Merrifield's solid phase procedure
• Using only three different protected amino acids as building blocks
• by red, yellow and blue circles
• The synthesis is executed by repetition of the following three simple
operations that form a cycle
1. Dividing the solid support into equal portions;
2. Coupling each portion individually with only one of the different amino
acids
3. Mixing and homogenizing the portions.
28
30. In the first round
The amino acids are coupled to equal portions of the resin
The final product - after recombining and mixing the portions -
is the mixture of the three amino acids bound to resin.
In the second cycle
This mixture is again divided into three equal portions
The amino acids are individually coupled to these mixtures
In each coupling step three different resin bound dipeptides are
formed, so the end product is a mixture of 9 dipeptides
30