Thursday, January 27, 2011

Excel

LINEAR REGRESSION

In statistics, 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
  • know how to enter data into your graphing calculator for completing modeling problems
  • know how to solve quadratic equations
  • know how to calculate a quadratic equation that best fits a set of given data
  • write and solve an equation for the problem


here are some examples of linear regression and quadratic regression by using Microsoft Excel  :

Beer's Law  Scatter Plot and Linear Regression




Tiltratiion of 50ml of 0.1 M HCl with 0.1 M NaOH




Linear Best Fit








Quadratic Regression


Tuesday, January 11, 2011

SMILES !!!

What is SMILES???

  • SMILES stands for Simplified Molecular Input Line Entry System. 
  •  a line notation (a typographical method using printable characters) for entering and representing molecules and reactions.
  • contains the same information as might be found in an extended connection table. The primary reason SMILES is useful than a connection table is that is a linguistic contruct, rather than a computer data structure. 
  • SMILES is a true language, albeit with a simple vocabulary (atom and bond symbols) and only a few grammar rules.
  • SMILES representations of structure can in turn be used as "words" in vocabulary of other language designed for storage of chemical information (information about chemicals) and chemical intelligence (information about chemistry).

These properties open many doors to the chemical information programmer. Examples of uses for SMILES are:
  • Keys for database access
  • Mechanism for researchers to exchange chemical information
  • Entry system for chemical data
  • Part of languages for artificial intelligence or expert systems in chemistry 
HISTORY OF SMILES.

The original SMILES specification was developed by Arthur Weininger and David Weininger in the late 1980s. It has since been modified and extended by others, most notably by Daylight Chemical Information Systems Inc. In 2007, an open standard called "OpenSMILES" was developed by the Blue Obelisk open-source chemistry community. Other 'linear' notations include the Wiswesser Line Notation (WLN), ROSDAL and SLN (Tripos Inc).
In July 2006, the IUPAC introduced the InChI as a standard for formula representation. SMILES is generally considered to have the advantage of being slightly more human-readable than InChI; it also has a wide base of software support with extensive theoretical (e.g., graph theory) backing.




 SMILES STRUCTURE
C=C\C=C\O

CCN(CC)CC.C=C\C=C\O

O/C=C/C=C.CC(C)C(=O)O.CCN(CC)CC

O/C=C/C=C.CC(C)C(=O)O.CC(C)C(CCCC)C(C=C)CCC.CCN(CC)CC

C1CCCCC1

O[n+}1ccccc1


CC1=CC(Br)CCC1.C1CN(CCC1)C2CCCCO2C1CCCC1

c1ccco1

Oc1ccncn1

c1ccccn1

O[n+]1ccccc1

Oc1ccccc1

Cn1cccc1

c1cccn1

Cn1cccc1.Oc1ccccc1.c1cncc1

Cn1cccc1C[C@H]=C\C=C\F.C\C=C\C=C\F.Oc1ccccc1.c1cncc1

Cn1ccccc1.C\C=C\C=C\F.C[C@H]=C\C=C\F.Oc1ccccc1.c1cncc1

O[n+]1ccccc1

Tuesday, January 4, 2011

Protein Data Bank

                   The Protein Data Bank (PDB) archive contains information about experimentally-determined structures of proteins, nucleic acids, and complex assemblies. The RCSB PDB also provides a variety of tools and resources. Users can perform simple and advanced searches based on annotations relating to sequence, structure and function. These molecules are visualized, downloaded, and analyzed by users who range from students to specialized scientists. The data, typically obtained by X-ray crystallography or NMR spectroscopy and submitted by biologists and biochemists from around the world, are freely accessible on the Internet via the websites of its member organisations (PDBe, PDBj, and RCSB). The PDB is overseen by an organization called the Worldwide Protein Data Bank, wwPDB.

             The PDB is a key resource in areas of structural biology, such as structural genomics. Most major scientific journals, and some funding agencies, such as the NIH in the USA, now require scientists to submit their structure data to the PDB. If the contents of the PDB are thought of as primary data, then there are hundreds of derived (i.e., secondary) databases that categorize the data differently. For example, both SCOP and CATH categorize structures according to type of structure and assumed evolutionary relations.






SUBTILISIN

Enoyl-[acyl-carrier-protein] reductase

Molecule : [NADPH]
Polymer : 1
Type : polypeptide(L)
Length : 258
Chains : A,D
Scientific name : BAcillus subtilis 
Expression System :  Escherichnia coli

                     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. 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 the active 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 after amyE for integrating reporter constructs into, due to its dispensability.


































































 PROLYL AMINOPEPTIDASE

Classification: Hydrolase
Structure Weight : 29320.31
Molecule : SUBTILISIN CARLSBERGH
Polymer : 1
Type : polypeptide (L)
Length : 274
Chains : A
Fragment : RESIDUES 106-379
Scientific Name : Bacillus licheniformis


Journal: (2010) J.Am.Chem.Soc. 132: 2293-2300

PubMed: 20099851  
DOI: 10.1021/ja908703c 


When enzymes are in low dielectric nonaqueous media, it would be expected that their charged groups would be more closely associated with counterions. There is evidence that these counterions may then affect enzymatic activity.  In this paper, the placement of several Cs(+) and Cl(-) ions in crystals of the serine protease subtilisin Carlsberg is presented. Ions are more readily identified crystallographically through their anomalous diffraction using softer X-rays. The protein conformation is very similar to that of the enzyme without CsCl in acetonitrile, both for the previously reported ( 1SCB ) and our own newly determined model. No fewer than 11 defined sites for Cs(+) cations and 8 Cl(-) anions are identified around the protein molecule, although most of these have partial occupancy and may represent nonspecific binding sites.The active site appears only minimally sterically perturbed by the ion presence around it, so alternative activation mechanisms can be suggested: an electrostatic redistribution and/or a larger hydration sphere that enhances the protein domain.

























 LEX A REPRESSOR

Classification : Lipid Transport
Structure Weight : 60191.69
Molecule : Thioesterase, adipose associated, isoform BFIT2
Polymer : 1
Type : polypeptide(L)
length : 258
Chains : A,B
Fragment : STARTdomain, UNP residues 339-594
Scientific Name : Homo Sapiens
Common name : Human expression
System : Escherichia coli


            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 ciprofloxacin are 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.





















 










 

Saturday, January 1, 2011

CHEMSKETCH

              ACD/ChemSketch Freeware is a drawing package that allows you to draw chemical structures including organics, organometallics, polymers, and Markush structures. It also includes features such as calculation of molecular properties (e.g., molecular weight, density, molar refractivity etc.), 2D and 3D structure cleaning and viewing, functionality for naming structures (fewer than 50 atoms and 3 rings), and prediction of logP


              ChemSketch is a free download for educational use.It can be used to produce structures of organic
molecules, names of organic molecules as well as Lewis structures, 3D structures, space filling models or
ball and stick models, among other things.



              ACD/ChemSketch has been integrated into ChemSpider to allow desktop access to searching the database via structure and substructure as well as generation of predicted properties. This development exposes initial efforts to integrate popular drawing packages to the ChemSpider services.


want to download it?? 







Type Graphical object
Energy diagram

Orbitals

Distillation

DNA strand

lipids

Tuesday, December 21, 2010

HTML

What is HTML?? actually HTML is Hyper Text Markup Language which is the predominant markup language for web pages.



H-T-M-L are initials that stand for HyperText Markup Language (computer people love initials and acronyms -- you'll be talking acronyms ASAP). Let me break it down for you:


  • Hyper is the opposite of linear. It used to be that computer programs had to move in a linear fashion. This before this, this before this, and so on. HTML does not hold to that pattern and allows the person viewing the World Wide Web page to go anywhere, any time they want.





  • Text is what you will use. Real, honest to goodness English letters.





  • Mark up is what you will do. You will write in plain English and then mark up what you wrote. More to come on that in the next Primer.





  • Language because they needed something that started with "L" to finish HTML and Hypertext Markup Louie didn't flow correctly. Because it's a language, really -- but the language is plain English.







  • here some links that maybe help you to understand more about what is HTML:
    http://en.wikipedia.org/wiki/HTML
    http://www.web-source.net/html_codes_chart.htm
    http://www.quackit.com/html/codes/



    Here, some example of pictures of HTML. HTML is written in the form of HTML element consisting of "tags" surrounded by angles bracket  (like <html>) within the web page content. HTML tags normally come in pairs like <b> and </b>. The first tag in a pair is the start tag, the second tag is the end tag (they are also called opening tags and closing tags).

     click for the bigger size..







    There is also HTML for table and here,some code of HTML:



    TAG DESCRIPTION
    <table>  define as table
    <TT>
    teletype

    <B>bold
    <SUB>subscript
    <SUP> superscript
    <label> label for an input element


    Links below make help you about HTML including tables, images, styles,lists,forms and more.
    http://www.w3schools.com