• It is a technique that predicts the interaction between a macromolecules and a chemical molecule.
• Most of the existing efforts to identify the binding sites in protein-protein interaction are based on analyzing the differences between interface residues and non-interface residues, often through the use of machine learning or statistical methods.
• Its major application is to Identify the protein ligand binding sites is an important process in drug discovery and structure based drug design.
• Earlier, detecting protein ligand binding site is expensive and time consuming by traditional experimental method. Hence, computational approches provide many effective strategies to deal with this issue.
The S1 nuclease was extracted from Aspergill suoryzae. The S1 nuclease is a specific
single-stranded endonuclease. It can degrade single-stranded DNA and
single-stranded RNA to produce 5'-single-stranded nucleotides or oligonucleotides.
High throughput next generation sequencing and robust transcriptome analysis help with gene expression profiling, gene annotation or discovery of non-coding RNA.
Gene silencing is the regulation of gene expression in a cell to prevent the expression of a certain gene. Gene silencing can occur during either transcription or translation and is often used in research.
control of gene expression by sigma factor and post transcriptional controlIndrajaDoradla
explanation of control of gene expression by sigma factor and decription of sigma factor and detailed explation of post transcriptional control by antisense technology and rna i
Arabinose operon and their regulation and arac VijiMahesh1
arabinose operon and their detalied explanation about the operon conceptt and their regulation both positive and negative and the detailed explanation of the promoter ,operator,inducer,structural gene,arac protein
The S1 nuclease was extracted from Aspergill suoryzae. The S1 nuclease is a specific
single-stranded endonuclease. It can degrade single-stranded DNA and
single-stranded RNA to produce 5'-single-stranded nucleotides or oligonucleotides.
High throughput next generation sequencing and robust transcriptome analysis help with gene expression profiling, gene annotation or discovery of non-coding RNA.
Gene silencing is the regulation of gene expression in a cell to prevent the expression of a certain gene. Gene silencing can occur during either transcription or translation and is often used in research.
control of gene expression by sigma factor and post transcriptional controlIndrajaDoradla
explanation of control of gene expression by sigma factor and decription of sigma factor and detailed explation of post transcriptional control by antisense technology and rna i
Arabinose operon and their regulation and arac VijiMahesh1
arabinose operon and their detalied explanation about the operon conceptt and their regulation both positive and negative and the detailed explanation of the promoter ,operator,inducer,structural gene,arac protein
To modifying the structure of a specific gene.
Gene targeting vector introduced into the cell.
Vector modifies the normal chromosomal gene through homologous recombination.
Useful in treating some human genetic disorders – Hemophilia, Duchenne Muscular Dystrophy.
Treating human diseases by genetic approaches – Gene Therapy.
Gene Therapy – Replacing the defective gene by normal copy of the gene.
Expressed sequence tag/EST is a short partial sequence, typically 200-400 bp long, of a complimentary DNA/Cdna.
EST is a short sub-sequence of a cDNA sequence.
Used to identify gene transcripts, and are instrumental in gene discovery and in gene-sequence determination.
Approximately 74.2 million ESTs are available in public databases.
EST results from one-short sequencing of a cloned cDNA.
Low-quality fragments.
Length is approximately 500 to 800 nucleotides.
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
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:
Describes various aspects of Ramachandran plot. Different torsion angles are described with clear figures. How protein folding is affected by torsion angles is also explained.
''Electrophoretic Mobility Shift Assay'' by KATE, Wisdom DeebekeWisdom Deebeke Kate
This assessed presentation was delivered by me, together with other three course mates. The aim of the presentation was to describe the basic principles, methods involved in EMSA, and some of its application in molecular biology to study the interactions between proteins and DNA. Delivered on 9th December, 2013 with Lolomari Songo, Nicholas Leach & Abhay Jethwani.
introduction to upgma software , its history and origination, basic mening of upgma, the upgma algorithm, steps to perform upgma, and its diagramatic representation of the process along with an example, its application, advantages along with the disadvantages, and its uses.
sequencing presentation. providing deep and insightful points about Sanger sequencing, Maxam-gilbert sequencing, Illumina sequencing, and single molecule sequencing.
The interface in a complex involves two structurally matched protein subunits, and the binding sites can be predicted by identifying structural matches at protein surfaces.
Identification of Protein–Ligand Binding Sites by Sequence & Identifying protein–ligand binding sites is an important process in drug discovery and structure-based drug design. Detecting protein–ligand binding sites is expensive and time-consuming by traditional experimental methods. Hence, computational approaches provide many effective strategies to deal with this issue. Recently, lots of computational methods are based on structure information on proteins. However, these methods are limited in the common scenario, where both the sequence of protein target is known and sufficient 3D structure information is available. Studies indicate that sequence-based computational approaches for predicting protein–ligand binding sites are more practical. Different methods were used to determine protein binding sites fir instance, chromatin immuno preciptitation assay ( ChIP),
Electrophoretic mobility shift assay (EMSA), Dnase footprinting assay etc.
To modifying the structure of a specific gene.
Gene targeting vector introduced into the cell.
Vector modifies the normal chromosomal gene through homologous recombination.
Useful in treating some human genetic disorders – Hemophilia, Duchenne Muscular Dystrophy.
Treating human diseases by genetic approaches – Gene Therapy.
Gene Therapy – Replacing the defective gene by normal copy of the gene.
Expressed sequence tag/EST is a short partial sequence, typically 200-400 bp long, of a complimentary DNA/Cdna.
EST is a short sub-sequence of a cDNA sequence.
Used to identify gene transcripts, and are instrumental in gene discovery and in gene-sequence determination.
Approximately 74.2 million ESTs are available in public databases.
EST results from one-short sequencing of a cloned cDNA.
Low-quality fragments.
Length is approximately 500 to 800 nucleotides.
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
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:
Describes various aspects of Ramachandran plot. Different torsion angles are described with clear figures. How protein folding is affected by torsion angles is also explained.
''Electrophoretic Mobility Shift Assay'' by KATE, Wisdom DeebekeWisdom Deebeke Kate
This assessed presentation was delivered by me, together with other three course mates. The aim of the presentation was to describe the basic principles, methods involved in EMSA, and some of its application in molecular biology to study the interactions between proteins and DNA. Delivered on 9th December, 2013 with Lolomari Songo, Nicholas Leach & Abhay Jethwani.
introduction to upgma software , its history and origination, basic mening of upgma, the upgma algorithm, steps to perform upgma, and its diagramatic representation of the process along with an example, its application, advantages along with the disadvantages, and its uses.
sequencing presentation. providing deep and insightful points about Sanger sequencing, Maxam-gilbert sequencing, Illumina sequencing, and single molecule sequencing.
The interface in a complex involves two structurally matched protein subunits, and the binding sites can be predicted by identifying structural matches at protein surfaces.
Identification of Protein–Ligand Binding Sites by Sequence & Identifying protein–ligand binding sites is an important process in drug discovery and structure-based drug design. Detecting protein–ligand binding sites is expensive and time-consuming by traditional experimental methods. Hence, computational approaches provide many effective strategies to deal with this issue. Recently, lots of computational methods are based on structure information on proteins. However, these methods are limited in the common scenario, where both the sequence of protein target is known and sufficient 3D structure information is available. Studies indicate that sequence-based computational approaches for predicting protein–ligand binding sites are more practical. Different methods were used to determine protein binding sites fir instance, chromatin immuno preciptitation assay ( ChIP),
Electrophoretic mobility shift assay (EMSA), Dnase footprinting assay etc.
NEED OF GENETIC SEQUENCING
- Understanding the particular DNA sequence can shed light on a genetic condition and offer hope for the eventual development of treatment.
- An alteration in a DNA sequence can lead to an altered or non functional protein and hence to a harmful effect in a plant or animal.
- Simple point mutations can cause altered protein shape and function.
Concept: reannealing nucleic acids to identify sequence of interest.
Separates DNA/RNA in an agarose gel, then detects specific bands using probe and hybridization.
Hybridization takes advantage of the ability of a single stranded DNA or RNA molecule to find its complement, even in the presence of large amounts of unrelated DNA.
Allows detection of specific bands (DNA fragments or RNA molecules) that have complementary sequence to the probe.
Size bands and quantify abundance of molecule.
Blotting
A blot, in molecular biology and genetics, is a method of transferring proteins, DNA or RNA, onto a carrier.
The term "blotting" refers to the transfer of biological samples from a gel to a membrane and their subsequent detection on the surface of the membrane.
Types of blotting techniques
Southern Blotting
Northern Blotting
Western Blotting
A Southern blot is a method used
in molecular biology for detection of a specific DNA sequence in DNA samples.
Southern blotting combines transfer of electrophoresis -separated DNA fragments to a filter membrane and subsequent fragment detection by probe hybridization.
The method is named after its inventor, the British biologist Edwin Mellor Southern.
- Methods in Southern blotting
- Advantages and disadvantages
I'm delighted to share the PDFs of lab courses in Microbial Physiology and Microbial Genetics. These comprehensive resources cover essential topics in understanding the intricate workings of microbes at a physiological and genetic level. these PDFs provide a detailed roadmap for our laboratory explorations.
Microbial physiology is the study of the structure, growth factors, metabolic activities, nutritional requirements, and genetic composition of microorganismsThe microbial cells are extremely complex and in addition to oxygen and hydrogen they contain four other major elements such as carbon, nitrogen, phosphorus and sulphur. here are the notes on microbial physiology..Photosynthetic pigments are the molecules responsible for absorbing electromagnetic radiation, transferring the energy of the absorbed photons to the reaction center, and for photochemical conversion in the photosynthetic systems of organisms capable of photosynthesis.
Probability is the branch of mathematics concerning events and numerical descriptions of how likely they are to occur. The probability of an event is a number between 0 and 1; the larger the probability, the more likely an event is to occur.[note 1][1][2] The higher the probability of an event, the more likely it is that the event will occur. A simple example is the tossing of a fair (unbiased) coin. Since the coin is fair, the two outcomes ('heads' and 'tails') are both equally probable; the probability of 'heads' equals the probability of 'tails'; and since no other outcomes are possible, the probability of either 'heads' or 'tails' is 1/2 (which could also be written as 0.5 or 50%).
These concepts have been given an axiomatic mathematical formalization in probability theory, which is used widely in areas of study such as statistics, mathematics, science, finance, gambling, artificial intelligence, machine learning, computer science, game theory, and philosophy to, for example, draw inferences about the expected frequency of events. Probability theory is also used to describe the underlying mechanics and regularities of complex systems.
Plasmids are extrachromosomal DNA molecules. They are small, circular and have the ability to replicate autonomously. Replication of plasmid is not under the control of chromosomal DNA. They are mostly found in bacteria. Some of the eukaryotes like yeast and plants also contain plasmids.
Download Complete Chapter Notes of Biotechnology: Principles and Processes
Their ability to replicate independently makes plasmid a cloning vector in the recombinant DNA technology for transferring and manipulating genes.
Many antibiotic-resistant genes in bacteria are present in plasmids.
The size of plasmid varies from a few base pairs to thousands of bp.
Plasmids also get transferred from one bacterial cell to another by the process of conjugation.
Plasmids carrying a specific gene are introduced into bacterial cells, which multiply rapidly and the required DNA fragment is produced in larger quantities.
Plasmids are used to prepare recombinant DNA with the desired gene to transfer genes from one organism to another. This is known as genetic engineering.
Joshua Lederberg coined the term plasmid.
mutagen is a physical or chemical agent that permanently changes genetic material, usually DNA, in an organism and thus increases the frequency of mutations above the natural background level. As many mutations can cause cancer in animals, such mutagens can therefore be carcinogens, although not all necessarily are. All mutagens have characteristic mutational signatures with some chemicals becoming mutagenic through cellular processes.
The process of DNA becoming modified is called mutagenesis. Not all mutations are caused by mutagens: so-called "spontaneous mutations" occur due to spontaneous hydrolysis, errors in DNA replication, repair and recombination.
Discovery
The first mutagens to be identified were carcinogens, substances that were shown to be linked to cancer. Tumors were described more than 2,000 years before the discovery of chromosomes and DNA; in 500 B.C., the Greek physician Hippocrates named tumors resembling a crab karkinos (from which the word "cancer" is derived via Latin), meaning crab.[1] In 1567, Swiss physician Paracelsus suggested that an unidentified substance in mined ore (identified as radon gas in modern times) caused a wasting disease in miners,[2] and in England, in 1761, John Hill made the first direct link of cancer to chemical substances by noting that excessive use of snuff may cause nasal cancer.[3] In 1775, Sir Percivall Pott wrote a paper on the high incidence of scrotal cancer in chimney sweeps, and suggested chimney soot as the cause of scrotal cancer.[4] In 1915, Yamagawa and Ichikawa showed that repeated application of coal tar to rabbit's ears produced malignant cancer.[5] Subsequently, in the 1930s the carcinogen component in coal tar was identified as a polyaromatic hydrocarbon (PAH), benzo[a]pyrene.
Polyaromatic hydrocarbons are also present in soot, which was suggested to be a causative agent of cancer over 150 years earlier.
A genetically modified organism (GMO) is any organism whose genetic material has been altered using genetic engineering techniques. The exact definition of a genetically modified organism and what constitutes genetic engineering varies, with the most common being an organism altered in a way that "does not occur naturally by mating and/or natural recombination".[1] A wide variety of organisms have been genetically modified (GM), including animals, plants, and microorganisms.
Genetic modification can include the introduction of new genes or enhancing, altering, or knocking out endogenous genes. In some genetic modifications, genes are transferred within the same species, across species (creating transgenic organisms), and even across kingdoms.
Creating a genetically modified organism is a multi-step process. Genetic engineers must isolate the gene they wish to insert into the host organism and combine it with other genetic elements, including a promoter and terminator region and often a selectable marker. A number of techniques are available for inserting the isolated gene into the host genome. Recent advancements using genome editing techniques, notably CRISPR, have made the production of GMOs much simpler. Herbert Boyer and Stanley Cohen made the first genetically modified organism in 1973, a bacterium resistant to the antibiotic kanamycin. The first genetically modified animal, a mouse, was created in 1974 by Rudolf Jaenisch, and the first plant was produced in 1983. In 1994, the Flavr Savr tomato was released, the first commercialized genetically modified food. The first genetically modified animal to be commercialized was the GloFish (2003) and the first genetically modified animal to be approved for food use was the AquAdvantage salmon in 2015.
Nitrogen-fixing bacteria, microorganisms capable of transforming atmospheric nitrogen into fixed nitrogen (inorganic compounds usable by plants). More than 90 percent of all nitrogen fixation is effected by these organisms, which thus play an important role in the nitrogen cycle.
Two kinds of nitrogen-fixing bacteria are recognized. The first kind, the free-living (nonsymbiotic) bacteria, includes the cyanobacteria (or blue-green algae) Anabaena and Nostoc and genera such as Azotobacter, Beijerinckia, and Clostridium. The second kind comprises the mutualistic (symbiotic) bacteria; examples include Rhizobium, associated with leguminous plants (e.g., various members of the pea family); Frankia, associated with certain dicotyledonous species (actinorhizal plants); and certain Azospirillum species, associated with cereal grasses.
The symbiotic nitrogen-fixing bacteria invade the root hairs of host plants, where they multiply and stimulate formation of root nodules, enlargements of plant cells and bacteria in intimate association. Within the nodules the bacteria convert free nitrogen to ammonia, which the host plant utilizes for its development. To ensure sufficient nodule formation and optimum growth of legumes (e.g., alfalfa, beans, clovers, peas, soybeans), seeds are usually inoculated with commercial cultures of appropriate Rhizobium species, especially in soils poor or lacking in the required bacterium.
Ecosystems can be as large as a desert or as small as a puddle.
They contain biotic
or living parts, as well as abiotic factors
, or nonliving parts. Biotic factors include plants, animals, and other organisms.
Nonliving materials include water, rocks, soil, and sand.
Ecosystems are a chain of interactions between organisms and their environment.
Each organism has a "job" to do in the ecosystem. For example, plants have chloroplasts that enable them to harvest light energy. Then, they take carbon dioxide and water from their environment to convert them into sugar.
Many ecosystems become degraded through human impacts, such as soil loss, air and water pollution, habitat fragmentation
, water diversion, fire suppression, and introduced species
and invasive species
.
An ecosystem includes all the living things (plants, animals and organisms) in a given area, interacting with each other, and with their non-living environments (weather, earth, sun, soil, climate, atmosphere). In an ecosystem, each organism has its own niche or role to play.
L-Lysine is an essential amino acid that's produced by fermentation. The fermentation process uses selected strains of microorganisms that grow in a solution of glucose or molasses, ammonium compounds, inorganic salts, and other substances.
Industrial lysine fermentation is usually performed using large-scale tank fermenters. In production plants, lysine accumulates to a final titer of 170 g/L after 45 hours.
Lysine and other amino acids are commonly produced by fermentation using strains of heterotrophic bacteria, such as Escherichia coli and Corynebacterium glutamicum. C. glutamicum has been engineered to produce lysine with a yield of 0.31 g lysine/g sugar.
Lysine is involved in the production of hormones and energy. It's also important for calcium and immune function.
Amino acids are small molecules that are the building blocks of proteins. Proteins serve as structural support inside the cell and they perform many vital chemical reactions. Each protein is a molecule made up of different combinations of 20 types of smaller, simpler amino acids.The pathways of amino acid synthesis comprise a significant fraction of a bacterium's metabolic activity during its growth in a minimal medium. Two amino acids, glutamine and glutamate, are the immediate products of ammonia assimilation and essential nitrogen donors for the synthesis of other intermediates.
Nutrition is substances used in biosynthesis and energy production and therefore are required for all living things.
Bacteria, like all living cells, require energy and nutrients to build proteins and structural membranes and drive biochemical processes.
Bacteria require sources of carbon, nitrogen, phosphorous, iron and a large number of other molecules.
Carbon, nitrogen, and water are used in the highest quantities.
The nutritional requirements for bacteria can be grouped according to the carbon source and the energy source.
Some types of bacteria must consume pre-formed organic molecules to obtain energy, while other bacteria can generate their own energy from inorganic sources.
Ascomycota is a phylum of the kingdom Fungi that, together with the Basidiomycota, forms the subkingdom Dikarya. Its members are commonly known as the sac fungi or ascomycetes. It is the largest phylum of Fungi, with over 64,000 species.The defining feature of this fungal group is the "ascus" (from Ancient Greek ἀσκός (askós) 'sac, wineskin'), a microscopic sexual structure in which nonmotile spores, called ascospores, are formed. However, some species of the Ascomycota are asexual, meaning that they do not have a sexual cycle and thus do not form asci or ascospores. Familiar examples of sac fungi include morels, truffles, brewers' and bakers' yeast, dead man's fingers, and cup fungi. The fungal symbionts in the majority of lichens (loosely termed "ascolichens") such as Cladonia belong to the Ascomycota.
Ascomycota is a monophyletic group (it contains all descendants of one common ancestor). Previously placed in the Deuteromycota along with asexual species from other fungal taxa, asexual (or anamorphic) ascomycetes are now identified and classified based on morphological or physiological similarities to ascus-bearing taxa, and by phylogenetic analyses of DNA sequences.
A fungus or funguses is any member of the group of eukaryotic organisms that includes microorganisms such as yeasts and molds, as well as the more familiar mushrooms. These organisms are classified as a kingdom, separately from the other eukaryotic kingdoms, which, by one traditional classification, includes Plantae, Animalia, Protozoa, and Chromista.
A characteristic that places fungi in a different kingdom from plants, bacteria, and some protists is chitin in their cell walls. Fungi, like animals, are heterotrophs; they acquire their food by absorbing dissolved molecules, typically by secreting digestive enzymes into their environment. Fungi do not photosynthesize. Growth is their means of mobility, except for spores (a few of which are flagellated), which may travel through the air or water. Fungi are the principal decomposers in ecological systems. These and other differences place fungi in a single group of related organisms, named the Eumycota (true fungi or Eumycetes), that share a common ancestor (i.e. they form a monophyletic group), an interpretation that is also strongly supported by molecular phylogenetics. This fungal group is distinct from the structurally similar myxomycetes (slime molds) and oomycetes (water molds). The discipline of biology devoted to the study of fungi is known as mycology (from the Greek μύκης mykes, mushroom). In the past mycology was regarded as a branch of botany, although it is now known that fungi are genetically more closely related to animals than to plants.
Abundant worldwide, most fungi are inconspicuous because of the small size of their structures, and their cryptic lifestyles in soil or on dead matter. Fungi include symbionts of plants, animals, or other fungi and also parasites. They may become noticeable when fruiting, either as mushrooms or as molds. Fungi perform an essential role in the decomposition of organic matter and have fundamental roles in nutrient cycling and exchange in the environment. They have long been used as a direct source of human food, in the form of mushrooms and truffles; as a leavening agent for bread; and in the fermentation of various food products, such as wine, beer, and soy sauce. Since the 1940s, fungi have been used for the production of antibiotics, and, more recently, various enzymes produced by fungi are used industrially and in detergents. Fungi are also used as biological pesticides to control weeds, plant diseases, and insect pests. Many species produce bioactive compounds called mycotoxins, such as alkaloids and polyketides, that are toxic to animals, including humans. The fruiting structures of a few species contain psychotropic compounds and are consumed recreationally or in traditional spiritual ceremonies. Fungi can break down manufactured materials and buildings, and become significant pathogens of humans and other animals. Losses of crops due to fungal diseases (e.g., rice blast disease) or food spoilage can have a large impact on
Basidiomycetes
Also known as club fungi.
The reproductive structure is basidium.
Spores that are produced are called basidiospores.
The vegetative structure is made up of primary or secondary mycelium.
Vegetative reproduction is done by fragmentation.
Sexual reproduction is done by the two vegetative or somatic cells creating a basidium.
Basidiospores are produced in the basidium by the development of fruiting bodies called basidiocarps.
Examples – Agaricus (found in mushrooms), Puccinia.
Basidiomycetes include these groups: mushrooms, puffballs, jelly fungi, boletes, chanterelles, earth stars, smuts, rusts, mirror yeasts, and Cryptococcus, the human pathogenic yeast.
Lipid metabolism is the synthesis and degradation of lipids in cells, involving the breakdown and storage of fats for energy and the synthesis of structural and functional lipids, such as those involved in the construction of cell membranes. In animals, these fats are obtained from food and are synthesized by the liver. Lipogenesis is the process of synthesizing these fats. The majority of lipids found in the human body from ingesting food are triglycerides and cholesterol.[4] Other types of lipids found in the body are fatty acids and membrane lipids. Lipid metabolism is often considered as the digestion and absorption process of dietary fat; however, there are two sources of fats that organisms can use to obtain energy: from consumed dietary fats and from stored fat.[5] Vertebrates (including humans) use both sources of fat to produce energy for organs such as the heart to function. Since lipids are hydrophobic molecules, they need to be solubilized before their metabolism can begin. Lipid metabolism often begins with hydrolysis, which occurs with the help of various enzymes in the digestive system.Lipid metabolism also occurs in plants, though the processes differ in some ways when compared to animals.[8] The second step after the hydrolysis is the absorption of the fatty acids into the epithelial cells of the intestinal wall.[6] In the epithelial cells, fatty acids are packaged and transported to the rest of the body.[9]
Metabolic processes include lipid digestion, lipid absorption, lipid transportation, lipid storage, lipid catabolism, and lipid biosynthesis. Lipid catabolism is accomplished by a process known as beta oxidation which takes place in the mitochondria and peroxisome cell organelles.
A DNA polymerase is a member of a family of enzymes that catalyze the synthesis of DNA molecules from nucleoside triphosphates, the molecular precursors of DNA. These enzymes are essential for DNA replication and usually work in groups to create two identical DNA duplexes from a single original DNA duplex. During this process, DNA polymerase "reads" the existing DNA strands to create two new strands that match the existing ones.[1][2][3][4][5][6] These enzymes catalyze the chemical reaction
deoxynucleoside triphosphate + DNAn ⇌ pyrophosphate + DNAn+1.
DNA polymerase adds nucleotides to the three prime (3')-end of a DNA strand, one nucleotide at a time. Every time a cell divides, DNA polymerases are required to duplicate the cell's DNA, so that a copy of the original DNA molecule can be passed to each daughter cell. In this way, genetic information is passed down from generation to generation.
Before replication can take place, an enzyme called helicase unwinds the DNA molecule from its tightly woven form, in the process breaking the hydrogen bonds between the nucleotide bases. This opens up or "unzips" the double-stranded DNA to give two single strands of DNA that can be used as templates for replication in the above reaction.
Nuclear magnetic resonance spectroscopy, most commonly known as NMR spectroscopy or magnetic resonance spectroscopy (MRS), is a spectroscopic technique to observe local magnetic fields around atomic nuclei. This spectroscopy is based on the measurement of absorption of electromagnetic radiations in the radio frequency region from roughly 4 to 900 MHz. Absorption of radio waves in the presence of magnetic field is accompanied by a special type of nuclear transition, and for this reason, such type of spectroscopy is known as Nuclear Magnetic Resonance Spectroscopy.[1] The sample is placed in a magnetic field and the NMR signal is produced by excitation of the nuclei sample with radio waves into nuclear magnetic resonance, which is detected with sensitive radio receivers. The intramolecular magnetic field around an atom in a molecule changes the resonance frequency, thus giving access to details of the electronic structure of a molecule and its individual functional groups. As the fields are unique or highly characteristic to individual compounds, in modern organic chemistry practice, NMR spectroscopy is the definitive method to identify monomolecular organic compounds.
The principle of NMR usually involves three sequential steps:
The alignment (polarization) of the magnetic nuclear spins in an applied, constant magnetic field B0.
The perturbation of this alignment of the nuclear spins by a weak oscillating magnetic field, usually referred to as a radio-frequency (RF) pulse.
Detection and analysis of the electromagnetic waves emitted by the nuclei of the sample as a result of this perturbation.
Similarly, biochemists use NMR to identify proteins and other complex molecules. Besides identification, NMR spectroscopy provides detailed information about the structure, dynamics, reaction state, and chemical environment of molecules. The most common types of NMR are proton and carbon-13 NMR spectroscopy, but it is applicable to any kind of sample that contains nuclei possessing spin.
NMR spectra are unique, well-resolved, analytically tractable and often highly predictable for small molecules. Different functional groups are obviously distinguishable, and identical functional groups with differing neighboring substituents still give distinguishable signals. NMR has largely replaced traditional wet chemistry tests such as color reagents or typical chromatography for identification. A disadvantage is that a relatively large amount, 2–50 mg, of a purified substance is required, although it may be recovered through a workup. Preferably, the sample should be dissolved in a solvent, because NMR analysis of solids requires a dedicated magic angle spinning machine and may not give equally well-resolved spectra. The timescale of NMR is relatively long, and thus it is not suitable for observing fast phenomena, producing only an averaged spectrum. Although large amounts of impurities do show on an NMR spectrum, better methods exist for detecting impurities.
Lyophilization or freeze drying is a process in which water is removed from a product after it is frozen and placed under a vacuum, allowing the ice to change directly from solid to vapor without passing through a liquid phase. The process consists of three separate, unique, and interdependent processes; freezing, primary drying (sublimation), and secondary drying (desorption).
The advantages of lyophilization include:
Ease of processing a liquid, which simplifies aseptic handling
Enhanced stability of a dry powder
Removal of water without excessive heating of the product
Enhanced product stability in a dry state
Rapid and easy dissolution of reconstituted product
Disadvantages of lyophilization include:
Increased handling and processing time
Need for sterile diluent upon reconstitution
Cost and complexity of equipment
The lyophilization process generally includes the following steps:
Dissolving the drug and excipients in a suitable solvent, generally water for injection (WFI).
Sterilizing the bulk solution by passing it through a 0.22 micron bacteria-retentive filter.
Filling into individual sterile containers and partially stoppering the containers under aseptic conditions.
Transporting the partially stoppered containers to the lyophilizer and loading into the chamber under aseptic conditions.
Freezing the solution by placing the partially stoppered containers on cooled shelves in a freeze-drying chamber or pre-freezing in another chamber.
Applying a vacuum to the chamber and heating the shelves in order to evaporate the water from the frozen state.
Complete stoppering of the vials usually by hydraulic or screw rod stoppering mechanisms installed in the lyophilizers.
There are many new parenteral products, including anti-infectives, biotechnology derived products, and in-vitro diagnostics which are manufactured as lyophilized products. Additionally, inspections have disclosed potency, sterility and stability problems associated with the manufacture and control of lyophilized products. In order to provide guidance and information to investigators, some industry procedures and deficiencies associated with lyophilized products are identified in this Inspection Guide.
It is recognized that there is complex technology associated with the manufacture and control of a lyophilized pharmaceutical dosage form. Some of the important aspects of these operations include: the formulation of solutions; filling of vials and validation of the filling operation; sterilization and engineering aspects of the lyophilizer; scale-up and validation of the lyophilization cycle; and testing of the end product. This discussion will address some of the problems associated with the manufacture and control of a lyophilized dosage form.
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
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1. 1
GOVERNMENT NAGARJUNA P.G. COLLEGE
OF SCIENCE RAIPUR (C.G.)
M.Sc. MICROBIOLOGY
SEMESTER - 2
2022-23
WRITE UP ON
IDENTIFICATION OF PROTEIN BINDING SITE ON
DNA
SUBMITTED BY :- SUBMITTED TO:-
SNEHA AGRAWAL DEPT.OF MICROBIOLOGY
2. 2
INDEX
ABOUT DNA
HISTORY
TYPES OF DNA
PROTEIN BINDING SITES
IDENTIFICATION OF PROTEIN BINDING SITE
REFERENCE
3. 3
ABOUT DNA
DNA stands for Deoxyribonucleic Acid , which is a molecule that
contains the instructions an organism needs to develop, live and
reproduce. It is a nucleic acid and is one of the four major types of
macromolecules that are known to be essential for all forms of life.
FEATURES OF DNA
DNA is a double-stranded helix. That is each DNA molecule is
comprised of two biopolymer strands coiling around each other to
form a double helix structure. These two DNA strands are called
polynucleotides, as they are made of simpler monomer units called
nucleotides.
Each strand has a 5′end (with a phosphate group) and a 3′end
(with a hydroxyl group).
The strands are antiparallel, meaning that one strand runs in a
5′to 3′direction, while the other strand runs in a 3′ to 5′ direction.
The two strands are held together by hydrogen bonds and are
complimentary to each other.
The deoxyribonucleotides are linked together by 3′ –
5′phosphodiester bonds.
The nitrogenous bases that compose the deoxyribonucleotides
include adenine, cytosine, thymine, and guanine.
The complimentary of the strands are due to the nature of the
nitrogenous bases. The base adenine always interacts with a
thymine (A-T) on the opposite strand via two hydrogen bonds and
4. 4
cytosine always interacts with guanine (C-G) via three hydrogen
bonds on the opposite strand.
HISTORY
The discovery of DNA’s double-helix structure is credited to the
researchers JAMES WATSON & FRANCIS CRICK . They
presented a model for the DNA’s named as double-helix structure.
Types of DNA
1. B-DNA
Most common, originally deduced from X-ray diffraction of sodium
salt of DNA fibres at 92% relative humidity. This is the most
common DNA conformation and is a right-handed helix. Majority
of DNA has a B type conformation under normal physiological
conditions.
2. A-DNA
Originally identified by X-ray diffraction of analysis of DNA fibres
at 75% relative humidity. It is a right-handed double helix similar to
the B-DNA form. Dehydrated DNA takes an A form that protects
the DNA during extreme condition such as desiccation. Protein
binding also removes the solvent from DNA and the DNA takes an
A form.
3. Z-DNA
Left handed double helical structure winds to the left in a zig- zag
pattern. Z-DNA is a left-handed DNA where the double helix winds
to the left in a zig-zag pattern. It was discovered by Andres Wang
and Alexander Rich. It is found ahead of the start site of a gene and
hence, is believed to play some role in gene regulation.
5. 5
DNA BINDING DOMAINS
The transcription factor that interacts with an upstream or response
element. It has two basic domains a dna-binding domain specifically
recognizes the target sequenc -an activation domain contacts a basal
transcription factor.
DNA-Binding proteins serve two principal functions :-
1. To organize and compact the chromosomal DNA.
2. To regulate and effect the processes of transcription, DNA
replication, and DNA recombination.
DNA-binding proteins have the specific or general affinity for single
or double stranded dna by help of DNA-binding domain(DBD).
A DBD can recognize a specific dna sequence or have a general
affinity to DNA. Sequence specific DNA binding proteins generally
interact with major groove of B-DNA because it exposes more
functional groups that identify a base pair.
The transcription factors which modulate process of transcription,
various polymerases, nucleases which cleave DNA molecules
involving in chromosome packaging. DNA binding proteins are :-
1. Non-Histone
2. Histone
There are several motifs present which are involved in DNA binding
that facilitate binding to nucleic acid such as :-
1. Helix turn helix
2. Zinc fingers
3. Leucine zippers
4. Helix loop helix
6. 6
IDENTIFICATION OF PROTEIN BINDING SITE
• It is a technique that predicts the interaction between a
macromolecules and a chemical molecule.
• Most of the existing efforts to identify the binding sites in
protein-protein interaction are based on analyzing the
differences between interface residues and non-interface
residues, often through the use of machine learning or
statistical methods.
• Its major application is to Identify the protein ligand binding
sites is an important process in drug discovery and structure
based drug design.
• Earlier, detecting protein ligand binding site is expensive and
time consuming by traditional experimental method. Hence,
computational approches provide many effective strategies to
deal with this issue.
ADVANTAGES OF IDENTIFICATION OF PROTEING
BINDING SITE
1. It quantifies the interaction by calculating binding energies.
2. It provides 3-D information such as orientation of binding.
There are many vitro and vivo techniques which are useful in
detecting DNA protein interactions such as :-
7. 7
A. ELECTROPHORECTIC MOBILITY SHIFT ASSAY
B. CHROMATIN IMMUNOPRECIPITATION
C. DNase FOOTPRINTING ASSAY
A. ELECTROPHORECTIC MOBILITY SHIFT ASSAY
An Electrophoretic mobility shift assay (EMSA) or mobility shift
electrophoresis, also referred as a gel shift assay, gel mobility shift
assay, band shift assay, or gel retardation assay, is a
common affinity electrophoresis technique used to study protein
DNA or protein RNA interactions. It is based on the electrophoretic
mobility of a protein- nucleic acid complex.
Mobility-shift assays are often used for qualitative purposes. Under
appropriate conditions they can provide quantitative data for the
determination of binding stoichiometries. affinities and kinetics.
A gel electrophoresis method for quantifying the binding of proteins
to specific DNA regions: application to components of the
Escherichia coli lactose operon regulatory system.
HISTORY
It is discovered by GARNER AND REVZIN AND FRIED AND
CROTHERS.
8. 8
PRINCIPLE
It is based on the observations that the electrophoretic mobility of
a protein-nucleic acid complex is typically less than that of the
free nucleic acid.
Smaller molecule of DNA – migrates faster
Larger molecule of DNA – migrates slower
STEPS
1. PREPARATION OF CELL PROTEIN EXTRACT :- purified
proteins, nuclear or cell extract preparations.
2. PREPARE RADIOACTIVELY LABELLED DNA :- Protein is
mixed with radiolabeled DNA Containing a Binding site for
protein.
3. BINDING REACTION :- DNA not mixed with protein runs as
a single band corresponding to the size of DNA fragment. In
the mixture with the protein, a proposition of a DNA molecule
binds the protein. A free DNA band as well as band for DNA-
Protein complex.
4. NON DENATURING GEL ELECTROPHORESIS
5. DETECTION OF OUTCOME :- The mixture is resolved by
PAGE and visualized using autoradiography.
9. 9
ADVANTAGES DISADVANTAGES
The mobility shift assay has a
number of strengths
It doesn’t provide a straight
forward measure of the weights
and actual sequences of the
proteins.
The most significant benefit of
EMSA is its ability to resolve
complexes of different
stoichiometry or conformation.
Dissociation is one of the
drawbacks of EMSA. It is not a
appropriate method for kinetic
studies.
Permitting even labile complexes
to be resolved and analyzed by
this method.
Samples are not at chemical
equilibrium during
electrophoresis.
It is a simple,rapid & sensitive
method to perform.
Low cost
It is Quick and versatile method.
B. CHROMATIN IMMUNOPRECIPITATION
Chromatin immunoprecipitation (ChIP) is a type of
immunoprecipitation experimental technique used to investigate the
interaction between the proteins and DNA.
It aims to determine whether specific proteins are associated with
specific genomic regions, such as transcription
factors on promoters or other DNA binding sites, and possibly
define cistromes. ChIP also aims to determine the specific location
in the genome that various histone modifications are associated
with, indicating the target of the histone modifiers. ChIP is crucial
10. 10
for the advancements in the field of epigenomics and learning more
about epigenetic phenomena.
HISTORY
It is discovered by JOHN T. LIS & DAVID GILMOUR IN 1984.
PRINCIPLE
The principle behind ChIP is relatively straightforward and relies
on the use of an antibody to isolate, or precipitate, a certain protein,
histone, transcription factor, or cofactor and its bound chromatin
from a protein mixture that was extracted from cells or tissues.
Hence, the name of the technique: Chromatin Immunoprecipitation.
In ChIP-PCR or ChIP-seq, immune-enriched DNA fragments are
then able to be identified and quantified using widely available PCR
or qPCR reagents and Next Generation Sequencing (NGS)
technologies.
STEPS
1. CROSSLINKING :- DNA and associated proteins
on chromatin in living cells or tissues are crosslinked .
2. CELL LYSIS :- The DNA-protein complexes (chromatin-
protein) are then sheared into ~500 bp DNA fragments
by sonication or nuclease digestion.
3. CHROMATIN PREPARATION :- Cross-linked DNA
fragments associated with the protein(s) of interest are
11. 11
selectively immunoprecipitated from the cell debris using an
appropriate protein-specific antibody.
4. IMMUNOPRECIPITATATION
5. REVERSAL OF CROSSLINKING AND DNA CLEAN UP
AND DNA QUANTITATION :- The associated DNA
fragments are purified and their sequence is determined.
Enrichment of specific DNA sequences represents regions on
the genome that the protein of interest is associated with in
vivo.
ADVANTAGES DIS ADVANTAGES
Efficient precipitation of DNA
and protein.
• Good for non-histone
proteins binding weakly or
indirectly to DNA. May be
inefficient antibody binding
due to epitope disruption
High resolution (175
bp/monosomes).
Nucleosomes may rearrange
during digestion.
Good for non-histone proteins
binding weakly or indirectly to
DNA. May be inefficient
antibody binding due to epitope
disruption
May be inefficient antibody
binding due to epitope
disruption.
Suitable for transcriptional
factors, or any other weakly
binding chromatin associated
proteins.
Applicable to any organisms
where native protein is hard to
prepare
May cause false positive result
due to fixation of transient
proteins to chromatin
Wide range of chromatin
shearing size due to random cut
by sonication.
12. 12
C. DNase FOOTPRINTING ASSAY
A DNase footprinting assay is a DNA footprinting technique
from molecular biology/biochemistry that detects DNA-
protein interaction using the fact that a protein bound to DNA will
often protect that DNA from enzymatic cleavage. This makes it
possible to locate a protein binding site on a particular DNA
molecule. The method uses an enzyme, deoxyribonuclease (DNase,
for short), to cut the radioactively end-labeled DNA, followed by gel
electrophoresis to detect the resulting cleavage pattern.
DNase I footprint of a protein binding to a radiolabelled DNA
fragment. Lanes "GA" and "TC" are Maxam-Gilbert chemical
sequencing lanes, see DNA Sequencing. The lane labelled
"control" is for quality control purposes and contains the DNA
fragment but not treated with DNaseI.
For example, the DNA fragment of interest may be PCR amplified
using a 32
P 5' labeled primer, with the result being many DNA
molecules with a radioactive label on one end of one strand of each
double stranded molecule. Cleavage by DNase will produce
fragments. The fragments which are smaller with respect to the 32
P-
labelled end will appear further on the gel than the longer
fragments. The gel is then used to expose a special photographic
film.
The cleavage pattern of the DNA in the absence of a DNA binding
protein, typically referred to as free DNA, is compared to the
cleavage pattern of DNA in the presence of a DNA binding protein.
If the protein binds DNA, the binding site is protected from
enzymatic cleavage. This protection will result in a clear area on the
gel which is referred to as the "footprint".
HISTORY
13. 13
This technique was developed by David Galas and Albert Schmitz at
Geneva in 1977.
PRINCIPLE
In this technique, nucleases like DNAse I is used which will
degrade DNA molecule. Nucleases cannot degrade DNA if it is
bounded by a protein. Thus that region is protected from
degradation by nucleases. This protected DNA region is called the
foot print.
STEPS
1. PREPARE END LABELELD DNA :- Radioactive 5' end
labeling of the DNA suspected to contain one or more protein
binding sites. The DNA is treated with a nuclease such as DNAse
I, that digests only unprotected DNA.
2. BIND PROTEIN
3. MILD DIGESTION WITH DNAASE 1 :- DNAse I is used
under specific digestion condition to obtain one cut or hit per
molecule, resulting in a complete base ladder (one base
difference) when electrophoresed in 6-8% polyacrylamide gel.
4. SEPARATES DNA FRAGMENTS ON GEL :- The resulting
products are separated on a Polyacrylamide gel
electrophoresis (PAGE) In DNA sample with protein, protein
binding regions are protected from degradation by DNAse 5.X-
ray film exposure and autoradiography. Comparison of both
samples reveals foot prints or protein binding sites.
14. 14
ADVANTAGES DISADVANTAGES
Powerful enough to differentiate
many fragments.
The enzyme does not cut DNA
randomly
It can exactly locate the binding
site of the particular ligand.
Its activity is affected by local
DNA structure and sequence and
therefore results in an uneven
ladder.
Large foot print can suggest that
two or more proteins bind
adjacent elements on the probe.
Sometimes causes cell
disruption.
It is generally used for scanning
a large DNA fragments or
protein DNA interaction.
REFERENCE
https://www.creativebiomart.net/resource/principle-protocol-
protein-interaction-4-yeast-one-hybrid-assay-374.htm
https://www.creativebiomart.net/resource/principle-protocol-
dnase-i-footprinting-
377.htm#:~:text=DNase%20I%20footprinting%20assay%20is,
the%20target%20protein%20is%20bound
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2757439/
https://youtu.be/kWeg-5FRqlk
https://en.m.wikipedia.org/wiki/Chromatin_immunoprecipitati
on