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Friday, January 28, 2011

EXCEL

Linear regression is an approach to modeling the relationship between a scalar variable y and one or more variables denoted X. In linear regression, models of the unknown parameters are estimated from the data using linear functions. Such models are called linear models. Most commonly, linear regression refers to a model in which the conditional mean of y given the value of X is an affine function of X. Less commonly, linear regression could refer to a model in which the median, or some other quantile of the conditional distribution of y given X is expressed as a linear function of X. Like all forms of regression analysis, linear regression focuses on the conditional probability distribution of y given X, rather than on the joint probability distribution of y and X, which is the domain of multivariate analysis.
Quadratic regression models are often used in economics areas such as utility function , forecasting, cost-befit analysis, etc. This JavaScript provides parabola regression model. This site also presents useful information about the characteristics of the fitted quadratic function.
In order to solve problems involving quadratic regression, it is necessary to
These are the examples :

Beer's Law Scatter Plot and Linear Regression 



 Titration of 50ml of 0.1M HCL with 0.1 NaOH

 Line Best Fit

Quadratic Regression








Tuesday, January 11, 2011

SMILES....: )) IT MAKES YOUR SOUL WARM..

INTRODUCTION OF SMILE

Simplified molecular input line entry specification
 The simplified molecular input line entry specification or SMILES is a specification for unambiguously describing the structure of chemical molecules using short ASCII strings
SMILES strings can be imported by most molecule editors for conversion back into two-dimensional drawings or three-dimensional models of the molecules .

Simplified Molecular Input Line Entry System (SMILES)
lWidely used AND computationally efficient
lUses atomic symbols and a set of intuitive rules
lUses hydrogen-suppressed molecular graphs (HSMG)

Canonical SMILES and Isomeric SMILES

lThe term Canonical SMILES refers to the version of the SMILES specification that includes rules for ensuring that each distinct chemical molecule has a single unique SMILES representation
A common application of Canonical SMILES is for indexing and ensuring uniqueness of molecules in a database
lThe term Isomeric SMILES refers to the version of the SMILES specification that includes extensions to support the specification of isotopes, chirality, and configuration about double bonds
A notable feature of these rules is that they allow rigorous partial specification of chirality.

ORGANIC CHEMISTRY STRUCTURE-SMILE-






Tuesday, January 4, 2011

::PROTEIN DATA BANK::


WHAT IS PROTEIN DATA BANK ( PDB ) ??

lA repository for 3-D biological macromolecular structure

lAll data are available to the public
lIt includes proteins, nucleic acids and viruses
lObtained by X-Ray crystallography (80%) or NMR spectroscopy (16%)
lSubmitted by biologists and biochemists from around the world


lPDB is an important resource for research in the academic, pharmaceutical, and biotechnology sectors

lExamples
Will this molecule turns into a cancer cell?
Can this combination of molecules cure common cold?
How does radiation affect the RNA and DNA?

lFounded in 1971 by Brookhaven National Laboratory, New York
lFirst set of data were entered on punched cards.  Then with magnetic tapes
lTransferred to the Research Collaborators for Structural Bioinformatics (RCSB) in 1998
lCurrently it holds 29,000 released structures

1ST MOLECULE : SUBTILISIN

Synonyms: Subtilisin Carlsberg, Subtilopeptidase A, Bacterial Alkaline Protease

Subtilisin (serine endopeptidase) is a non-specific protease (a protein-digesting enzyme) initially obtained from Bacillus subtilis.
Subtilisins belong to subtilases, a group of serine proteases that initiate the nucleophilic attack on the peptide (amide) bond through a serine residue at the active site. They are physically and chemically well-characterized enzymes. Subtilisins typically have molecular weights of about 20,000 to 45,000 dalton. They can be obtained from soil bacteria, for example, Bacillus amyloliquefaciens. Subtilisins are secreted in large amounts from many Bacillus species.
Subtilisins are widely used in commercial products, for example, in laundry[2] and dishwashing detergents, cosmetics, food processing[3], skin care ointments[4], contact lens cleaners, and for research purposes in synthetic organic chemistry.
The structure of subtilisin has been determined by X-ray crystallography. It is a 275-residue globular protein with several alpha-helices, and a large beta-sheet. It is structurally unrelated to the chymotrypsin-clan of serine proteases, but uses the same type of catalytic triad in theactive site. This makes it the classic example of convergent evolution.
In molecular biology using B. subtilis as a model organism, the gene encoding subtilisin (aprE) is often the second gene of choice afteramyE for integrating reporter constructs into, due to its dispensability.
2ND MOLECULE : PROLYL AMINO

  

Purification and Characterization of a Prolyl Aminopeptidase from Debaryomyces hansenii
ABSTRACT
A prolyl aminopeptidase (PAP) (EC 3.4.11.5) was isolated from the cell extract ofDebaryomyces hansenii CECT12487. The enzyme was purified by selective fractionation with protamine and ammonium sulfate, followed by two chromatography steps, which included gel filtration and anion-exchange chromatography. The PAP was purified 248-fold, with a recovery yield of 1.4%. The enzyme was active in a broad pH range (from 5 to 9.5), with pH and temperature optima at 7.5 and 45°C. The molecular mass was estimated to be around 370 kDa. The presence of inhibitors of serine and aspartic proteases, bestatin, puromycin, reducing agents, chelating agents, and different cations did not have any effect on the enzyme activity. Only iodoacetate, p-chloromercuribenzoic acid, and Hg2+, which are inhibitors of cysteine proteases, markedly reduced the enzyme activity. The Km for proline-7-amido-4-methylcoumarin was 40 μM. The enzyme exclusively hydrolyzed N-terminal-proline-containing substrates. This is the first report on the identification and purification of this type of aminopeptidase in yeast, which may contribute to the scarce knowledge about D. hansenii proteases and their possible roles in meat fermentation.
3RD MOLECULE : REPRESSOR LEX A

Repressor LexA or LexA is a repressor enzyme (EC 3.4.21.88) that represses SOS response genes coding for DNA polymerases required for repairing DNA damage. LexA is intimately linked to RecA in the biochemical cycle of DNA damage and repair. RecA binds to DNA-bound LexA causing LexA to cleave itself in a process called autoproteolysis.
DNA damage can be inflicted by the action of antibiotics. Bacteria require topoisomerases such as DNA gyrase or topoisomerase IV for DNA replication. Antibiotics such as ciprofloxacinare able to prevent the action of these molecules by attaching themselves to the gyrase - DNA complex. This is counteracted by the polymerase repair molecules from the SOS response. Unfortunately the action is partly counterproductive because ciprofloxacin is also involved in the synthetic pathway to RecA type molecules which means that the bacteria responds to an antibiotic by starting to produce more repair proteins. These repair proteins can lead to eventual benevolent mutations which can render the bacteria resistant to ciprofloxacin.
Mutations are traditionally thought of as happening as a random process and as a liability to the organism. Many strategies exist in a cell to curb the rate of mutations. Mutations on the other hand can also be part of a survival strategy. For the bacteria under attack from an antibiotic, mutations help to develop the right biochemistry needed for defense. Certain polymerases in the SOS pathway are error-prone in their copying of DNA which leads to mutations. While these mutations are often lethal to the cell, they can also lead to mutations which improve the bacteria's survival. In the specific case of topoisomerases, some bacteria have mutated one of their amino acids so that the ciproflaxin can only create a weak bond to the topoisomerase. This is one of the methods that bacteria use to become resistant to antibiotics.
Impaired LexA proteolysis has been shown to interfere with ciprofloxacin resistance.[1] This offers potential for combination therapy that combine quinolones with strategies aimed at interfering with the action of LexA either directly, or via RecA.




























::what for next the post??..CHEMSKETCH!!!

DISTILLATION APPARATUS




DNA STRAND



ORBITALS


ENERGY DIAGRAM
LIPIDS
All of these graphical objects can be easily drawn by using a special software, ACDLabs.
It is a freeware which is available for personal, home, and educational use and can be downloaded for free..