Prediction of the three dimensional structure of a given protein sequence i.e. target protein from the amino acid sequence of a homologous (template) protein for which an X-ray or NMR structure is available based on an alignment to one or more known protein structures
protein structure prediction methods. homology modelling, fold recognition, threading, ab initio methods. in short and easy form slides. after one time read you can easily understand methods for protein structure prediction.
Prediction of the three dimensional structure of a given protein sequence i.e. target protein from the amino acid sequence of a homologous (template) protein for which an X-ray or NMR structure is available based on an alignment to one or more known protein structures
protein structure prediction methods. homology modelling, fold recognition, threading, ab initio methods. in short and easy form slides. after one time read you can easily understand methods for protein structure prediction.
Ab Initio Protein Structure Prediction is a method to determine the tertiary structure of protein in the absence of experimentally solved structure of a similar/homologous protein. This method builds protein structure guided by energy function.
I had prepared this presentation for an internal project during my masters degree course.
Secondary Structure Prediction of proteins Vijay Hemmadi
Secondary structure prediction has been around for almost a quarter of a century. The early methods suffered from a lack of data. Predictions were performed on single sequences rather than families of homologous sequences, and there were relatively few known 3D structures from which to derive parameters. Probably the most famous early methods are those of Chou & Fasman, Garnier, Osguthorbe & Robson (GOR) and Lim. Although the authors originally claimed quite high accuracies (70-80 %), under careful examination, the methods were shown to be only between 56 and 60% accurate (see Kabsch & Sander, 1984 given below). An early problem in secondary structure prediction had been the inclusion of structures used to derive parameters in the set of structures used to assess the accuracy of the method.
Some good references on the subject:
Scoring system is a set of values for qualifying the set of one residue being substituted by another in an alignment.
It is also known as substitution matrix.
Scoring matrix of nucleotide is relatively simple.
A positive value or a high score is given for a match & negative value or a low score is given for a mismatch.
Scoring matrices for amino acids are more complicated because scoring has to reflect the physicochemical properties of amino acid residues.
The Role of Bioinformatics in The Drug Discovery ProcessAdebowale Qazeem
The Role of Bioinformatics in The Drug Discovery Process, is an undergraduate seminar presentation in the department of Biochemistry, Faculty of life Sciences, University of Ilorin, Ilorin.
Yeast two-hybrid is based on the reconstitution of a functional transcription factor (TF) when two proteins or polypeptides of interest interact. Upon interaction between the bait and the prey, the DBD and AD are brought in close proximity and a functional TF is reconstituted upstream of the reporter gene.
The experimental methods used by biotechnologists to determine the structures of proteins demand sophisticated equipment and time.
A host of computational methods are developed to predict the location of secondary structure elements in proteins for complementing or creating insights into experimental results.
Chou-Fasman algorithm is an empirical algorithm developed for the prediction of protein secondary structure
Ab Initio Protein Structure Prediction is a method to determine the tertiary structure of protein in the absence of experimentally solved structure of a similar/homologous protein. This method builds protein structure guided by energy function.
I had prepared this presentation for an internal project during my masters degree course.
Secondary Structure Prediction of proteins Vijay Hemmadi
Secondary structure prediction has been around for almost a quarter of a century. The early methods suffered from a lack of data. Predictions were performed on single sequences rather than families of homologous sequences, and there were relatively few known 3D structures from which to derive parameters. Probably the most famous early methods are those of Chou & Fasman, Garnier, Osguthorbe & Robson (GOR) and Lim. Although the authors originally claimed quite high accuracies (70-80 %), under careful examination, the methods were shown to be only between 56 and 60% accurate (see Kabsch & Sander, 1984 given below). An early problem in secondary structure prediction had been the inclusion of structures used to derive parameters in the set of structures used to assess the accuracy of the method.
Some good references on the subject:
Scoring system is a set of values for qualifying the set of one residue being substituted by another in an alignment.
It is also known as substitution matrix.
Scoring matrix of nucleotide is relatively simple.
A positive value or a high score is given for a match & negative value or a low score is given for a mismatch.
Scoring matrices for amino acids are more complicated because scoring has to reflect the physicochemical properties of amino acid residues.
The Role of Bioinformatics in The Drug Discovery ProcessAdebowale Qazeem
The Role of Bioinformatics in The Drug Discovery Process, is an undergraduate seminar presentation in the department of Biochemistry, Faculty of life Sciences, University of Ilorin, Ilorin.
Yeast two-hybrid is based on the reconstitution of a functional transcription factor (TF) when two proteins or polypeptides of interest interact. Upon interaction between the bait and the prey, the DBD and AD are brought in close proximity and a functional TF is reconstituted upstream of the reporter gene.
The experimental methods used by biotechnologists to determine the structures of proteins demand sophisticated equipment and time.
A host of computational methods are developed to predict the location of secondary structure elements in proteins for complementing or creating insights into experimental results.
Chou-Fasman algorithm is an empirical algorithm developed for the prediction of protein secondary structure
Western blot is a commonly used method for protein analysis. It can be used for qualitative and semi-quantitative protein analysis. For the accomplishment of the western blot, there are three elements, separation of proteins by size, transferring proteins to a solid support, and marking proteins by primary and secondary antibodies for visualization.
Introduction and Description to Western Blotting, Steps involved in Western Blotting- Sample Preparation, Protein Gel Electrophoresis, SDS-PAGE, Protein Transfer, Electrophoretic Protein Transfer, Transfer Sandwich Diagram, Blocking, Antibody Probing and Detection, Applications of Western Blotting.
Immobilization of proteins on the solid support of nitrocellulose membrane or polyvinylidinefluoride membrane. Then antibodies bind speciffcally that can be analyzed through Autoradiography
RECOMBINATION MOLECULAR BIOLOGY PPT UPDATED new.pptxSabahat Ali
This ppt is about recombination and where it occurs. Types of recombination and models of recombination along with many factors in prokaryotic and eukaryotic recombination
Folding depends upon sequence of Amino Acids not the Composition. Folding starts with the secondary structure and ends at quaternary structure.
Denaturation occur at secondary, tertiary & quaternary level but not at primary level.
Tertiary Structure basically of Hydrophobic interactions, (interactions in side chains), hydrogen bonding, salt bridges, Vander Waals interactions.
e.g. Globular proteins & Fibrous Proteins
Multi-source connectivity as the driver of solar wind variability in the heli...Sérgio Sacani
The ambient solar wind that flls the heliosphere originates from multiple
sources in the solar corona and is highly structured. It is often described
as high-speed, relatively homogeneous, plasma streams from coronal
holes and slow-speed, highly variable, streams whose source regions are
under debate. A key goal of ESA/NASA’s Solar Orbiter mission is to identify
solar wind sources and understand what drives the complexity seen in the
heliosphere. By combining magnetic feld modelling and spectroscopic
techniques with high-resolution observations and measurements, we show
that the solar wind variability detected in situ by Solar Orbiter in March
2022 is driven by spatio-temporal changes in the magnetic connectivity to
multiple sources in the solar atmosphere. The magnetic feld footpoints
connected to the spacecraft moved from the boundaries of a coronal hole
to one active region (12961) and then across to another region (12957). This
is refected in the in situ measurements, which show the transition from fast
to highly Alfvénic then to slow solar wind that is disrupted by the arrival of
a coronal mass ejection. Our results describe solar wind variability at 0.5 au
but are applicable to near-Earth observatories.
This pdf is about the Schizophrenia.
For more details visit on YouTube; @SELF-EXPLANATORY;
https://www.youtube.com/channel/UCAiarMZDNhe1A3Rnpr_WkzA/videos
Thanks...!
Professional air quality monitoring systems provide immediate, on-site data for analysis, compliance, and decision-making.
Monitor common gases, weather parameters, particulates.
A brief information about the SCOP protein database used in bioinformatics.
The Structural Classification of Proteins (SCOP) database is a comprehensive and authoritative resource for the structural and evolutionary relationships of proteins. It provides a detailed and curated classification of protein structures, grouping them into families, superfamilies, and folds based on their structural and sequence similarities.
Richard's aventures in two entangled wonderlandsRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
Richard's entangled aventures in wonderlandRichard Gill
Since the loophole-free Bell experiments of 2020 and the Nobel prizes in physics of 2022, critics of Bell's work have retreated to the fortress of super-determinism. Now, super-determinism is a derogatory word - it just means "determinism". Palmer, Hance and Hossenfelder argue that quantum mechanics and determinism are not incompatible, using a sophisticated mathematical construction based on a subtle thinning of allowed states and measurements in quantum mechanics, such that what is left appears to make Bell's argument fail, without altering the empirical predictions of quantum mechanics. I think however that it is a smoke screen, and the slogan "lost in math" comes to my mind. I will discuss some other recent disproofs of Bell's theorem using the language of causality based on causal graphs. Causal thinking is also central to law and justice. I will mention surprising connections to my work on serial killer nurse cases, in particular the Dutch case of Lucia de Berk and the current UK case of Lucy Letby.
3. Introduction
Proteins, also known as polypeptides,
are organic compounds made up of
amino acids.
They are arranged in a linear chain and
folded into a globular form.
Proteins are essential parts of organisms
and they participate in virtually every
process within cells.
Many proteins are enzymes that
catalyze biochemical reactions and are
vital to metabolism.
4. The Structure of Proteins
Most proteins fold into unique
three-dimensional structures. The
shape that a protein folds into
naturally is known as its native
conformation. There are four distinct
aspects of a protein’s structure:
5. Continued..
Primary structure: the amino acid sequence
Secondary structure: regularly repeating local
structures stabilized by hydrogen bonds
Tertiary structure: the overall shape of a single
protein molecule; the spatial relationship of the
secondary structures to one another
Quaternary structure: the structure formed by
several protein molecules which function as a
single protein
6. Protein Analysis Techniques
1)Edman Degradation
Introduction
The strategy of Sanger for the sequencing of
insulin was to characterize series of small
overlapping peptides produced by cleavage
of the parent molecule.
Determination of the overall amino acid
content and the identity of the amino- (N-
)terminal residue for each peptide allowed
deduction of the sequence of the whole
molecule.
7. Contd..
An alternative approach was that
described by Edman (1950). This allowed
determination of extended sequences of
peptides or whole protein.
8. Continued:
The method employs chemical reactions to
remove and identify the amino acid residue
that is at the N- terminus of the polypeptide
chain, i.e. the residue with a Free a amino
group.
Repeate this process,we can get the
sequence of the polypeptide.
9. The Basis of the
Method
Peptide
sequencing by
Edman chemistry
may be divided
into steps as given
10. Coupling: •Phenyl isothiocyanate
(PITC) reacts with an a-
amino group (or in the
case of prolyl residue
with an imino group) at
the N-terminal end of
the polypeptide chain,
to form a
phenylthiocarbamyl
derivative of the terminal
residue.
11. Contd..
Basic conditions are required for this reaction.
Edman originally used pyridine to generate a pH of
8.6.
Clearly, a free a-amino group is required for this
reaction to occur.
If the amino group has become modified and will
no longer react with PITC, the polypeptide is said to
be ‘blocked’
12. Cleavage:
In the presence of strong acid, cleavage
occurs at the first peptide bond, giving the
peptide (minus the first residue) and the
liberated first residue as the
anilinothiazolinone (ATZ) form.
13. Cleavage conti…
Once other reactants and products
have been washed away, the shortened
polypeptide can be taken through
another round of coupling and
cleavage to release the second residue,
and so on in a cyclical fashion
14. 3-Conversion:
The ATZ residue is separated from the peptide
by extraction in organic solvent (ethyl acetate
or chlorobu- tane), and is then converted to a
more stable form to allow better analysis.
Conversion to the more stable phenylthio-
hydantoin (PTH) form is done in aqueous acid
(25% TFA, v/v in water).
.
15. Analysis of PTH residues:
The PTH residue generated by each
cycle of Edman chemistry is typically
identified by chromatography, originally
thin-layer chromatography and latterly
re- versed-phase high-performance
liquid chromatography
16.
17.
18.
19.
20.
21.
22.
23. 3)Western blotting
Blotting is a technique used to transfer DNA , RNA, Protein into a carrier so they can be
separated, often follows the use of gel electrophoresis.
Three blotting techniques are used:
Southern Blot
Northern Blot
Western Blot
24. Western blotting
So we can define western blotting as
“An analytical method that involves the protein
immobilization on membranes before detection using monoclonal
or polyclonal antibodies”
25. Principle
• Immunoblotting technique which rely on the
specificity of binding between a molecule of
interest and a probe to allow detection of
molecule of interest In a mixture of molecule.
26.
27. Principle…
• The molecule of interest is a
protein and the probe is an
antibody raised against that
particular protein.
• The SDS PAGE is prerequisite for
western blotting.
28. Procedure
Tissue preparation (Sample can be taken from
whole tissue or cell culture Detergents, salt and
buffers are employed to encourage lysis of cell)
Gel electrophoresis( Protein of sample separated
by using gel electrophoresis on the basis of
molecular weight, electric charge )
29. Procedure…
Transfer( Proteins are moved from the gel onto
membrane made of nitrocellulose .Electro
blotting can also be used.)
Blocking (Blocking is achieved by placing the
membrane in a dilute solution of protein with a
minute amount of detergent)
30. Procedure….
Detection(A modified antibody is used which is
linked to reporter enzyme , when exposed to
substrate it produces color)
Analysis (Size approximation are taken)
31. Advantages
It is specific test for detection of HIV as compare to
other tests.
It tells us how much protein has accumulated inside
the cell.
It gives the information about the size of protein.
It can detect one protein in a mixture of proteins.
32. Disadvantages
If a protein degraded , western blotting
detect it well.
This test takes longer than other existing
tests.
It might also be more costly.
33. Applications
It can identify the nature of the
protein
it can be applicated as a tool of
quantitative analysis of the micro
molecule antigen in cooperation with
Immunoprecipitation.
34. Applications…
The western blot is extensively used in biochemistry
for the qualitative detection of single proteins
protein-modifications (such as post-translational
modifications) are also determined.
35. Medical diagnostic applications
• The virus is enveloped with different proteins
• The detection of presence of these proteins
is useful in the detection of presence of virus.
• Some forms of Lyme disease testing employ
western blotting.
36.
37. SDS-PAGE
SDS (also called lauryl sulfate) is an anionic
detergent, meaning that when dissolved its
molecules have a net negative charge within a
wide pH range.
38. SDS-PAGE
A polypeptide chain binds amounts of SDS in
proportion to its relative molecular mass.
The negative charges on SDS destroy most of the
complex structure of proteins, and are strongly
attracted toward an anode (positively-charged
electrode) in an electric field.
39. 2D Gel Electrophoresis
2D gel electrophoresis (2DE) is a key
technique for purifying individual proteins
from complex samples based on their
Isoelectric points and molecular weights.
40. Isoelectric Focusing
Isoelectric focusing (IEF), also known as
electrofocusing, is a technique for separating
different molecules by differences in their Isoelectric
point (pI.
41. Isoelectric Focusing
Type of zone electrophoresis
Electrophoresis is the separation of charged molecules,
particles and ions in a liquid medium under the influence of
an electric field.
Is ideal for separation of amphoteric compounds.
Separation is achieved by applying a potential difference
across the gel that contains a pH gradient.
42. Required for Isoelectric focusing
Sample
Ampholytes
Buffer
Voltage
Supporting media
Gel