Keywords: DNA/RNA transformation, Codon, Symmetric group transformation, Broken Symmetry, Non-isometric transformation.

Size: px
Start display at page:

Download "Keywords: DNA/RNA transformation, Codon, Symmetric group transformation, Broken Symmetry, Non-isometric transformation."

Transcription

1 Symmetric Group Structures of Genetic Transformation Reza R. Ahangar 700 University BLVD., MS 7 Department of Mathematics, Texas A & M University-Kingsville, Kingsville, TX , e- mail: reza.ahangar@tamuk.edu ABSTRAT: Proteins are fascinating bio-molecular machines made by amino acids, generated by codon, and are connected in a linear chain. The energy created by proteins can perform operations from collecting sunlight, transporting materials, providing mechanical strength for fighting virus or bacteria. We will study symmetric transformation of codons as a function in a symmetric group transformation of a set RNA={U,,A,G} or DNA={T,,G,A}. Our goal is to translate the genetic codes into a mathematical language of composition of functions in a symmetric group of S ={,,,,}. A permutation symmetric group can be used to demonstrate natural phenomena in genetic algorithm, crossover, mutation, and natural selection. Better understanding of symmetric group transformation and an appreciation for the essential role it has played in codon formation will improve our understanding of nature s coding processes. Incorporation of algebraic structure of symmetry groups will facilitate that improvement. Keywords: DNA/RNA transformation, odon, Symmetric group transformation, Broken Symmetry, Non-isometric transformation. - Introduction and History: In 9, Schrodinger published a small book under the intriguing title What Is Life? He was describing DNA as a solid one-dimensional crystal. Now we know that DNA is not a steady state. It is a dynamic double helix library of information stored in several billion pieces linked together in 6 strings of a chromosome. For Schrodinger, writing the time evolution of DNA a building block and particle of life needs more elaboration to analyze. It may take another century to be able to analyze and understand the social structure of any living species and to write its evolution equation of motion. The discovery of bio-molecular structure of DNA by Watson and rick in 95 [() and ()] has helped to reveal the complex genetic information. This new model of double helix of DNA could explain how the information is stored in DNA in the form of sequence of nucleotides, but it could not help us to understand how it is coded, how it could be used in biological functions, or how to decipher the genetic information. Another new discovery by rick [()] et. al. in 96 was magnificent and revealed that genetic code is a triplet sequence of nucleic bases. The complete classification of the correspondence between codons and amino acids was assembled in a standard table in 966. In 957 the brilliant physicist, George Gamow [7] produced a model that he called compact triangle code for codons. Gamow proposed the transformation of an equilateral triangle in the plane and in the space to represents symmetric transformations for codons. Even the genetic table in biochemistry was compared to the periodic table of elements in hemistry at the beginning. But the table as such does not explain why there are 6 codons and only 0 amino acids. It has been discovered that this degeneracy and redundancy is associated with and is a consequence of symmetry. A mathematical structure of DNA and amino acids was presented using Geometric visualization. Mark White 007 [see ref. [8] ] testified We have merely created some linguistic and visualization tools based on fundamental codon symmetry in conjunction with the unique nature of DNA s natural two-bit set when placed within the elements of solid geometry. This exercise has generated a nifty data container with virtually no data in it, apart from the specific set of DNA nucleotides. A latest article on developing the Galois Field of five DNA base alphabet used a set {D,G,A,U,} with unspecified pairing D [Sanchez Robersy, , see [], [],[],[],[5]. Two mathematicians claimed in their article on March 99 that a genetic code, which is able to specify 0 amino acids, is derived from a simpler version which coded for only six. They came to their conclusion after examining the symmetry inherent in the redundancy of the genetic code [9]. The abstract idea of symmetric is from algebraic structures that can explain the degeneracy and redundancy of the genetic code. Symmetry can initiate discovery of an organizing principle for the way in which the genetic information is stored and regulates the process in protein synthesis. A codon is traditionally defined as an ordered set of three nucleotides selected from {U/T,, G, A}. We will try to use the mathematical approach to define codons and use them to analyze DNA or RNA transformation sequences. To do this we need the mathematical tools of permutation, symmetric mapping, and group structures. We will reproduce ayley s binary operation table for permutation group S. The symmetric group of dihedral which is denoted by D and alternating group A will be demonstrated. Out of 6 codons, there will be eight compositions of operations which will not be the product of rotations and reflections. We will present the non-isometric transformation that may produce a twist in DNA transformations. Intuitively, we may answer a persisting question what is breaking the symmetric transformation? Our conjecture will be the important rule of the evolution based on variations which we will observe under permutation group structure.. Partially ordered DNA/RNA Bases On the Bio-molecular level, we can assume that the sets of RNA or DNA are partially ordered sets. This hypothesis can be postulated either on the atomic numbers in

2 quantum approach or by simply counting the number of hydrogen or nitrogen bonds. Nitrogen bases for Biomolecules U (uracil: N H O ), (cytosine: N H 5O), A (adenine: 5N 5H 5), and G (guanine: 5N 5H 5O) are the building blocks of set RNA= {U,, A, G}. Dupliji et al 000/005 (see []) also used the number of hydrogen bonds to study the common characteristics in 6 codons of DNA bases and arranged four nucleotides in descending order, G, U, and A. Yang 00 (see[0] and []), proposed sp N-numbers to demonstrate the RNA basis as ordered elements. We use the notation U/T, because genetic code is read from mrna, and so we will not differentiate their partial strength and order. We use this idea to introduce the RNA/DNA = {U/T,, G, A} as a partially ordered set. According to this arrangement, U / T,, G, A, we will accept the relation U / T G A and symbol "" to represent the partially ordered set. Fig..: Four DNA base with their Nitrogen and Oxygen bonds. The doublet-matrix: The matrix of the 6 possible basedoublets can be constructed by the following revised Kronecker product with concatenation (Negadi, 00, see [7]). In the first step we use partially ordered amino acids to define a vector V v where i,,,. such that i v =U/T, v =, v =G, v =A. In the second step, we assume the product of two components is defined as a binary operation, for example, (.) vi v j for i, j,,, viv. j We can use the above mentioned assumptions to define a new DNA vector product. Vector Product Operation: Given two RNA/DNA vectors V and W. Define the product (.) V v v t, W V W v v. w w w w [ v w ] i, j,,, The following is the result of the product when we apply this definition to the DNA elements; i j (.) V, V V V t U U G A G UU U A GU AU U G A UG G GG AG UA A GA AA This is consistent with the canonical matrix of doublets. From 6 possible codons one can extract 6 families each defined by the first two nucleotides. One can continue to develop the matrix representing the 6 (triplet) codons of the genetic code based on the doublet matrix of (.) to (.). There have been many attempts to explain ubiquitous existence of 6 codons and 0 (canonical) amino acids with degenerate codons. Instead of this approach, we will continue to use symmetric transformation to explain this phenomenon (see table.). In the physical interpretation of the set of n- tuplet S n, each point represents a DNA base and is a set of n points in the space with equal weights. The midpoint of each segment in DNA- space is said to be the centroid of that segment. The center of mass of a tetrahedron with equal weight on each edge will be at a point equal distance from each vertex and it will be changed when the symmetry is broken. The genetic code is an important key in the understanding of the process in the body when the DNA copy - RNA, is translated into the functional molecules, the proteins. In regions of the genome that code for protein production, each codon, such as GTA, specifies a particular amino acid - in this case histidine. Three of the 6 possible codons do not code for an amino acid but instead signify termination of the transcription process. The genetic code is an important key in the understanding of the process in the body when the DNA copy - RNA is translated into the functional molecules, the proteins. In regions of the genome that code for protein production, each codon, such as GTA, specifies a particular amino acid - in this case histidine. Three of the 6 possible codons do not code for an amino acid but instead signify termination of the transcription process. The key point to remember is that the genetic code is degenerate - different triplets may code for the same amino acid. For instance the six codons AAT, AA, GAA, GAG, GAT and GA all code for leucine. There is no great regularity to this redundancy. For example, TA is the only codon that codes for methionine. However, a definite degree of symmetry - albeit imperfect - is clearly visible in the genetic code. Often, the first two bases in a codon are enough to determine which amino acid it codes for. Let us use X for unknown code, for example GAX always codes for leucine and GX always represents arginine. In short, the code is symmetric under changes of the third base. If this symmetry were perfect, the 6 codons would break up into 6 'quadruplets' such as GA, GAG, GAA,

3 GAT with each coding mapping for a unique amino acid. However, there are more than 6 amino acids, so sometimes the third base matters. Indeed, sometimes the second base matters as well. Either way, the perfect 'quadruplet' symmetry is broken. In this study we will not consider bio-chemical reaction in breaking the symmetries. We only try to explain geometrically that without distortion of the tetrahedron of the four letter bases, the transformation will not be possible..- Symmetric Transformation Group: A set with a binary operation "" is said to be a group if and only if under this operation i) the set is closed, ii) the set is associative, iii) has identity, iv) every element is invertible. A mapping from a partially ordered set, RNA/DNA=<U/T,, G, A> into S ={,,,} is a group, which is called a permutation group. The properties of the permutation group have been studied extensively. The set of all symmetric operations with the composition of functions "" is a non- Abelian group where the "" represents the binary operation in the group of composition functions. To investigate the codons generated by < U/T,, G, A> we will assume the following cases. - bio-molecule transformations occur in the same plane with complete symmetry of geometric shape of n- gons (square in this case for dihedral group). - transformation of the molecules that are in space have complete geometrical symmetry of a regular tetrahedron. - we will check transformation in the permutation group S that do not keep symmetry. The variations of the permutation group S over a set RNA/DNA=<U/T,, G, A> in the space is sufficiently simple to help us understand and visualize all of the possible transformations. We would like to explain and differentiate those transformations that keep the DNA bases unchanged and recognize those that lead to a new and different base. Among these, some may change content, shape, and properties. Since Darwin s evolution is based on genetic variations and natural selections, we really need to investigate what causes the variations and how much these changes will affect the internal structures of genes. Mathematical tools will help lead us to a logical conclusion. There are some simple transformations like rotation, reflection, and translation of geometric points in the space which do not cause change in the object in the space but merely change its position in the space. Studying transformations that change one molecule into another is also important. However, study of the causes of the conversion of one molecule to another molecule is beyond the scope of this article and perhaps requires quantum mechanical or thermo dynamical approaches to investigate the energy required for these transformations. To achieve our goal we need to present the following definition of isometry..- Isometric Transformation: A transformation which preserves the distance between two points is called an isometry. Assume two points in Euclidean Space E. Let M and N be the new positions of two points M, N in the space E. The transformation is said to exhibit isometry if and only if, d(m, N)=d[M,N ]. In other words, isometry transformation preserves the distances. Analytically, it can be proved that rotations and reflections preserve the distances. There are many other transformations like similarity, inversion, or conformal mapping which are not isometric. We will study some examples of isometric transformation like dihedral D and alternating group A as a subgroup of the permutation group S. The geometric views of transformation will help us to distinguish all non- isometric mapping. Study of the non-isometric permutations will help us identify genetic errors in cell transcriptions. Operator Sequence Instead of DNA Sequence: The binary operation in permutation mapping will produce a sequence of products which will be recorded in a table called ayley s table (Arthur ayley, 85). To view and interpret geometric transformation we assume that i) every motion can be described by a geometrical transformation. ii) there are some independent intrinsic and basic transformations. iii) every motion can be described by the composition of the basic transformations. Some DNA transformations can be considered planar transformation. The vertices of a square can be labeled <T/U,, G, A> or S = {,,,}. For simplicity the center of all nucleotide bases stay in the same plane and all transformations like rotation, reflections, and translations will take place in the same plane..- Geometry of the Tetrahedron Mapping: A one to one mapping from a set to itself is called permutation. It is called symmetric when the set is a subset of the positive integers S n={,,,,n}. Initially, labeling the vertex of the tetrahedron by a set of RNA/DNA={A,T/U,,G} or S ={,,,} gives us the bound for the symmetries in the group, such that: U/T,, G, A.

4 When vertices of a tetrahedron change, their image in the second set will also change. Mathematically we define a one-to-one function from the domain of objects RNA/DNA elements to a set of four integers {,,,}. Let us demonstrate the mapping by U / T G A. This kind of mapping is called permutation. There are choices for the position of vertex. For the second position there are choices for vertex. Thus there are! = * **= symmetric permutations in S (see [],[6], and [0]). entire object, but may be expressed as a composition of other single transformation portions of the object. The following is an example which demonstrates one sample of non-isometric transformation U / T G A ( ) ( G) We wanted to show the geometric meaning of this change without considering other scientific restrictions. In this permutation two amino acid bases U/T and A will not be changed, but we will interchange and A. Geometrically we can reflect the segment A symmetrically without rotating or reflecting the object. Tetrahedron (b) demonstrates axes of revolution which are midpoint connectors of opposite edges: MN, PQ, and RS. There are four symmetric axes for rotations in regular tetrahedron (a) and three in (b). All symmetric axes pass through a fixed point center O. (a) (a) (b) (b) Fig..: Tetrahedron TGA in (b) ( or UGA) in (a) demonstrates symmetric axis of rotations passing through each vertex and the centroid of the opposite face. Non-Isometric Transformation in DNA/RNA Permutation: In the previous sections, two subgroups of transformation are discussed in both A and D. In both cases the new position of the entire object will be determined after a sequence of rotations or reflections. The following transformations are not a single rotation or reflection of the Fig..: an we transform tetrahedron (a) to (b) without geometrical distortion? This transformation is not possible without with a simple rotation and reflection of the object twisting part of the object..- Dihedral Group D : We denote D n (n>= ) dihedral group of symmetries for each regular n-sided polygon. In each case there are n- rotations (including the identity ) and n- flips so that the order of D n is n. This argument demonstrates that D and S have the same order of six. Thus D represents all rotations and reflections for equilateral triangles and D also is a group of all rotations and reflections in a square. Assume symmetry group of the square (Fig..) and that r represents a 90 degree rotation counterclockwise and s a reflection across a horizontal axis. We can observe that r =s =e where e=() is denoted for identity transformation.

5 All other transformations in this group can be interpreted by these two elements r and s. Thus, D is a group that is generated by a pair of transformations on a mapping such that, r=()=(uga) U / T G A Fig..: The Square UGA is a regular polygon with symmetric axes: PQ, NM, A, and GU. In the following matrix, the first row represents the RNA/DNA bases with their original order in the second row. The third row demonstrates the position after transformation. We call it identity transformation if it comes back to the same order. Identity Transformation U / T () G A e In a regular tetrahedron, U the center of triangle GA is the image of the point U. We will present another example to explain the rotation of 0 about UU (or equivalently TT in DNA) will produce the following transformation. U / T G A () ( GA) Symbolically, a simple transformation will be (GA). In this permutation model, U/T will map to itself, to G, G to A, and A will map to. All of the elements in D, A, and S can be described by graphical and vector approaches..- : Non-isometric Transformation: ayley s Binary Multiplication Table for Alternating Symmetric Group A :The order of the alternating group A, according to the formula A n =n!/ will be. For simplicity, we will call each element a letter that represents the associated transformation. In the ayley s table (), the set of binary operations can be observed A ={e, a, b, c, g, h, i, j, r, s, t, u}. It can be verified that {e, a, b, c} is a subgroup of the alternating group. In addition, all of the elements in A can be generated by the elements of this subgroup. That is: e=(), a=()(), b=()(), ab=()(), g=(), ag=(), bg=(), abg=(), g =(), bg =(), abg =(). Space of Symmetric Transformation in DNA/RNA: Let us call the midpoint connectors of all opposite edges in tetrahedron by MN, PQ, and RS. Due to the symmetry properties of a regular tetrahedron all of them are concurrent at a point O. This is the centroid of the tetrahedron ATG. Each face from the set {AT, AG, AGT, GT} represents a triplet codon with a centroid {A,G,,T }. Thus, in addition to MN, PQ, and RS, segments AA,, GG, and TT are symmetric axes of rotations or reflections of the tetrahedron in D space. We are planning that the geometric approach used in this article can explain the puzzle of degenerate codons. Further research will be required to explain the link of this approach of using the geometric interpretation for symmetric transformation in DNA with other advanced level genetic errors during transcription, apoptosis, and mutation. There will be significant differences between our approach and the traditional approach. Our approach is based on the geometry of permutation group structure which has been a trend of research during the past few decades. - We will look at the sequence of the operation functions rather than DNA sequence. - We can observe all operation functions listed in Table (). - There are isometric transformations in the Alternating Symmetric group A and 8 isometric transformations in dihedral group D with four elements in common. - The total number of permutations of four letter alphabets in RNA/DNA={U/T,,G,A} is equal to!= and the total number of isometric transformations is 6. - There will be a difference of (-6=8) eight nonisometric transformations. These non-isometric transformations will cause the shape of the codons deformation of DNA. - ayley s table (Table ()) demonstrates only functional operators as a result of operations in the symmetric group. - The puzzle that that are degenerate and redundant partially explained. Actually, 0 of them are explained very well to reduce 6 positions in ayley s table to 0 amino acids..- oncluding Discussion: - We have studied the dynamic functional operations instead of static positions of single DNA bases. - The understanding of searching a DNA sequence should be changed into the effect of dynamic functional operators to analyze a genetic code. - Nature may dictate these operators in their physical, chemical, or biological operations.

6 Further studies are needed to find the outcomes in generating or producing the natural process. Future Research: The importance of this work is not that it solves the question of evolution, life, birth, death, mutation, and structure of the genetic code, but that it opens up a new line of direction to the genetic transformation. However Further investigation needed to determine the nature of eight non-isometric symmetric group structures. We still need to demonstrate the cause of four more degeneracies in the 6 codons of ayley s table. References:. Akinori Sarai and Yoshinori Takeda, Lamda Repressor recognizes the approximately -fold symmetric half operator sequences asymmetrically, proc. Natl. Acad. Sci. USA, Vol. 86, pp , September 989, Biochemistry.. rick F.H.., Barnett L., Brenner S., Watston in R.J., Nature 9, 7 (96).. Dean, R. A., lassical Abstract Algebra, Harper and Row, Publishers, New York, (990).. Duplij Diana and Duplij Steven, DNA sequence representation by trainders and determinative degree of nucleotides, Journal of Zhejiang University Science (JZUS), 005 6B(8): Beland, P., T. F. Allen, The Origin and Evolution of the Genetic ode, Journal of Theoretical Biology, (99). 6. Gilbert, J., Gilbert, L., Elements of Modern Algebra, Thompson Brooks/ole, (005). 7. Gamow, G., Possible relation between deoxyribonucleic acid and Protein Structure., Nature, vol. 7, pp.8, (95). 8. Luscombe N.M., Austin S.E., Berman H. M., Thorton J.M. An overview of the Structures of protein-dna complexes*, Published: 9 June 000, Genome Biology 000, (): reviews The electronic version of this article is the complete one and can be found online at GenomeBiology.com (Print ISSN ; Online ISSN 65-69). 9. Ian Stewrt, Science Magazine, Broken symmetry in the genetic code? 05 March 99 by IAN STEWART. Hornos and Hornos, Physical Review Letters, vol 7, p Moore, J. T., Elements of Abstract Algebra, The Macmillan ompany, New York, (96).. Sanchez Robersy, and Grau Ricardo, Vector Space of Extended Base-triplets over the Galois Field of Five DNA Bases Alphabet, International Journal of Biological and Medical Sciences : 008, Bioinformatic Group, Santo Domingo, Vila lara, uba, p Sanchez Robersy, Morgado Eberto, and Grau Ricardo, A Genetic ode Boolean Structure: I. The Meaning of the Boolean Dections. Math Biol doi: 0.06/j. bulm.00.05(00).. Sanchez, R. E. Morgado, R. Grau, Abelian Finite Group of DNA Genomic Sequences, Quantitative Biology, (005).. Sanchez R., Morgado E., and Grau R., Gene Algebra from a Genetic ode Algebraic Structure, Journal of Mathematical Biology, (005), Vila lara, uba.. 5. Sanchez Robersy, Morgado Eberto, and Grau Ricardo, The Genetic ode Boolean Lattice: Match ommun. Math omput. hem. 5, 9-6 (00). 6. Shcherbak, V. I. A new manifestation of the decimal system in the genetic code, In: Proceedings of the th 7. International onference Origin of Life, Book of Abstracts, San-Diego, July 6, USA Negadi Tidjani: Symmetric Groups for the Rumer- Konopel chenko-shcherbak Bisections of the Genetic ode and Applications, Internet Electronic Journal, Molecular Design. 00,,7-70, 9. Watson J.D. and rick F.H.., Nature 7, 7 (95) and Nature 7, 96 (95). 0. White, M. The G-Ball, a New Icon for odon Symmetry and the Genetic ode, Qualitative Biology, (007).. White M., The G-Ball, a New Icon for odon Symmetry and the Genetic ode, by Mark White, MD, opyright Rafiki, Inc Yang hi Ming, 00, The Naturally Designed Spherical Symmetry in the Genetic ode, arxiv.org/ftp/q- bio/papers/0090 Sept. Yang, D. J., Ying, Z. J., Detection of Permutation Symmetry in Pattern Sets, Discrete Dynamics in Nature and Society, (006). U A G U Phe Ser Tyr ys U Phe Ser Tyr ys Leu Ser STOP STOP A Leu Ser STOP Trp G Leu Pro His Arg U Leu Pro His Arg Leu Pro Gln Arg A Leu Pro Gln Arg G A Ile Thr Asn Ser U Ile Thr Asn Ser Ile Thr Lys Arg A Met Thr Lys Arg G G Val Ala Asp Gly U Val Ala Asp Gly Val Ala Glu Gly A Val Ala Glu Gly G Table (): The codon triplet table- nobelprize.org/ educational/ medicine/ gene-code/ how.html

7 ayley's table for DNA Transformation in S Binary omposition " " RNA Group e a b c g h i j r=g s=i t=j u=h N O P R S T U V W X Y Z e=() (UGA) e r=g s=i t=j u=j a b c g h i j N O P R S T U V W X Y Z a=()()=s (U)(GA) a s=i r=g u=j t=h e c b h g j i O N R P U V S T Z Y X W b=()()=r (UG)(A) b t=h u=h r=g s=i c e a i j g h R P O N T S V U Y Z W X c=()()=r s (UG)(G) c u=j t=j s=i r=g b a e j i h g P R N O V U T S X W Z Y g=() (UG) r=g t=j u=j s=i e g i j h b c a W X Y Z N O P R S T U V h=() (UGA) s=i u=j t=h r=g a h j i g c b e X W Z Y P R N O V U T S i=() (AG) t=h r=g s=i u=h b i g h j e a c Z Y X W O N R P U V S T j=() (UA) u=j s=i r=g t=j c j h g i a e b Y Z W X R P O N T S V U g =()=r (UG) r=g u=j s=i t=j g e c a b j h i S T U V W X Y Z N O P R i =()=s (GA) s=i t=h r=g u=j a b e c h i g j T S V U Y Y W X R P O N h =()=t (UAG) t=h s=i u=h r=g b a c e i h j g V U T S X W Z Y P R N O j =()=u (UA) u=j r=g t=j s=i c e b a j g i h U V S T Z Y X W O N R P e r=g t=j u=j s=i N=() (U)(GA) N O P R S T U V W X Y Z a b c g i j h a t=h r=g s=i u=h O=() (GA) O N R P U V S T Z Y X W e c b i g h j c s=i u=j t=h r=g 5 P=() (UGA) P R N O V U T S X W Z Y b a e h j i g b u=j s=i r=g t=j 6 R() (UAG) R P O N T S V U Y Z W X c e a j h g i r=g u=j s=i t=j e g 7 S=() (G) S T U V W X Y Z N O P R a b c j h i s=i t=h r=g u=j b 8 T=() (UAG) T S V U Y Y W X R P O N c e a h i g j u=j r=g t=j s=i a 9 U=() (UAG) U V S T Z Y X W O N R P e c b j g i h t=h s=i u=h r=g c 0 V=() (UA) V U T S X W Z Y P R N O b a e i h j g r=g u=j s=i t=j e W=()=rs (UG) W X Y Z N O P R S T U V g i j h a b c t=h s=i u=h r=g c X=()=r (UGA) X W Z Y P R N O V U T S h j i g b a e Y=()=r s=i t=h r=g u=j b s (A) Y Y W X R P O N T S V U j h g i c e a Z=()=r u=j r=g t=j s=i a (UAG) Z Y X W O N R P U V S T i g h j e c b Table (): ayley s Table for all periodic permutation in S demonstrates codons transformation group and subgroups.

SEQUENCE ALIGNMENT BACKGROUND: BIOINFORMATICS. Prokaryotes and Eukaryotes. DNA and RNA

SEQUENCE ALIGNMENT BACKGROUND: BIOINFORMATICS. Prokaryotes and Eukaryotes. DNA and RNA SEQUENCE ALIGNMENT BACKGROUND: BIOINFORMATICS 1 Prokaryotes and Eukaryotes 2 DNA and RNA 3 4 Double helix structure Codons Codons are triplets of bases from the RNA sequence. Each triplet defines an amino-acid.

More information

C CH 3 N C COOH. Write the structural formulas of all of the dipeptides that they could form with each other.

C CH 3 N C COOH. Write the structural formulas of all of the dipeptides that they could form with each other. hapter 25 Biochemistry oncept heck 25.1 Two common amino acids are 3 2 N alanine 3 2 N threonine Write the structural formulas of all of the dipeptides that they could form with each other. The carboxyl

More information

RNA & PROTEIN SYNTHESIS. Making Proteins Using Directions From DNA

RNA & PROTEIN SYNTHESIS. Making Proteins Using Directions From DNA RNA & PROTEIN SYNTHESIS Making Proteins Using Directions From DNA RNA & Protein Synthesis v Nitrogenous bases in DNA contain information that directs protein synthesis v DNA remains in nucleus v in order

More information

Advanced Topics in RNA and DNA. DNA Microarrays Aptamers

Advanced Topics in RNA and DNA. DNA Microarrays Aptamers Quiz 1 Advanced Topics in RNA and DNA DNA Microarrays Aptamers 2 Quantifying mrna levels to asses protein expression 3 The DNA Microarray Experiment 4 Application of DNA Microarrays 5 Some applications

More information

(Lys), resulting in translation of a polypeptide without the Lys amino acid. resulting in translation of a polypeptide without the Lys amino acid.

(Lys), resulting in translation of a polypeptide without the Lys amino acid. resulting in translation of a polypeptide without the Lys amino acid. 1. A change that makes a polypeptide defective has been discovered in its amino acid sequence. The normal and defective amino acid sequences are shown below. Researchers are attempting to reproduce the

More information

Translation. Genetic code

Translation. Genetic code Translation Genetic code If genes are segments of DNA and if DNA is just a string of nucleotide pairs, then how does the sequence of nucleotide pairs dictate the sequence of amino acids in proteins? Simple

More information

Computational Biology: Basics & Interesting Problems

Computational Biology: Basics & Interesting Problems Computational Biology: Basics & Interesting Problems Summary Sources of information Biological concepts: structure & terminology Sequencing Gene finding Protein structure prediction Sources of information

More information

The translation machinery of the cell works with triples of types of RNA bases. Any triple of RNA bases is known as a codon. The set of codons is

The translation machinery of the cell works with triples of types of RNA bases. Any triple of RNA bases is known as a codon. The set of codons is Relations Supplement to Chapter 2 of Steinhart, E. (2009) More Precisely: The Math You Need to Do Philosophy. Broadview Press. Copyright (C) 2009 Eric Steinhart. Non-commercial educational use encouraged!

More information

Videos. Bozeman, transcription and translation: https://youtu.be/h3b9arupxzg Crashcourse: Transcription and Translation - https://youtu.

Videos. Bozeman, transcription and translation: https://youtu.be/h3b9arupxzg Crashcourse: Transcription and Translation - https://youtu. Translation Translation Videos Bozeman, transcription and translation: https://youtu.be/h3b9arupxzg Crashcourse: Transcription and Translation - https://youtu.be/itsb2sqr-r0 Translation Translation The

More information

From Gene to Protein

From Gene to Protein From Gene to Protein Gene Expression Process by which DNA directs the synthesis of a protein 2 stages transcription translation All organisms One gene one protein 1. Transcription of DNA Gene Composed

More information

Lecture 15: Realities of Genome Assembly Protein Sequencing

Lecture 15: Realities of Genome Assembly Protein Sequencing Lecture 15: Realities of Genome Assembly Protein Sequencing Study Chapter 8.10-8.15 1 Euler s Theorems A graph is balanced if for every vertex the number of incoming edges equals to the number of outgoing

More information

Using Higher Calculus to Study Biologically Important Molecules Julie C. Mitchell

Using Higher Calculus to Study Biologically Important Molecules Julie C. Mitchell Using Higher Calculus to Study Biologically Important Molecules Julie C. Mitchell Mathematics and Biochemistry University of Wisconsin - Madison 0 There Are Many Kinds Of Proteins The word protein comes

More information

UNIT TWELVE. a, I _,o "' I I I. I I.P. l'o. H-c-c. I ~o I ~ I / H HI oh H...- I II I II 'oh. HO\HO~ I "-oh

UNIT TWELVE. a, I _,o ' I I I. I I.P. l'o. H-c-c. I ~o I ~ I / H HI oh H...- I II I II 'oh. HO\HO~ I -oh UNT TWELVE PROTENS : PEPTDE BONDNG AND POLYPEPTDES 12 CONCEPTS Many proteins are important in biological structure-for example, the keratin of hair, collagen of skin and leather, and fibroin of silk. Other

More information

Proteins: Characteristics and Properties of Amino Acids

Proteins: Characteristics and Properties of Amino Acids SBI4U:Biochemistry Macromolecules Eachaminoacidhasatleastoneamineandoneacidfunctionalgroupasthe nameimplies.thedifferentpropertiesresultfromvariationsinthestructuresof differentrgroups.thergroupisoftenreferredtoastheaminoacidsidechain.

More information

Ranjit P. Bahadur Assistant Professor Department of Biotechnology Indian Institute of Technology Kharagpur, India. 1 st November, 2013

Ranjit P. Bahadur Assistant Professor Department of Biotechnology Indian Institute of Technology Kharagpur, India. 1 st November, 2013 Hydration of protein-rna recognition sites Ranjit P. Bahadur Assistant Professor Department of Biotechnology Indian Institute of Technology Kharagpur, India 1 st November, 2013 Central Dogma of life DNA

More information

Organic Chemistry Option II: Chemical Biology

Organic Chemistry Option II: Chemical Biology Organic Chemistry Option II: Chemical Biology Recommended books: Dr Stuart Conway Department of Chemistry, Chemistry Research Laboratory, University of Oxford email: stuart.conway@chem.ox.ac.uk Teaching

More information

Properties of amino acids in proteins

Properties of amino acids in proteins Properties of amino acids in proteins one of the primary roles of DNA (but not the only one!) is to code for proteins A typical bacterium builds thousands types of proteins, all from ~20 amino acids repeated

More information

1. Contains the sugar ribose instead of deoxyribose. 2. Single-stranded instead of double stranded. 3. Contains uracil in place of thymine.

1. Contains the sugar ribose instead of deoxyribose. 2. Single-stranded instead of double stranded. 3. Contains uracil in place of thymine. Protein Synthesis & Mutations RNA 1. Contains the sugar ribose instead of deoxyribose. 2. Single-stranded instead of double stranded. 3. Contains uracil in place of thymine. RNA Contains: 1. Adenine 2.

More information

Viewing and Analyzing Proteins, Ligands and their Complexes 2

Viewing and Analyzing Proteins, Ligands and their Complexes 2 2 Viewing and Analyzing Proteins, Ligands and their Complexes 2 Overview Viewing the accessible surface Analyzing the properties of proteins containing thousands of atoms is best accomplished by representing

More information

Lesson Overview The Structure of DNA

Lesson Overview The Structure of DNA 12.2 THINK ABOUT IT The DNA molecule must somehow specify how to assemble proteins, which are needed to regulate the various functions of each cell. What kind of structure could serve this purpose without

More information

Massachusetts Institute of Technology Computational Evolutionary Biology, Fall, 2005 Notes for November 7: Molecular evolution

Massachusetts Institute of Technology Computational Evolutionary Biology, Fall, 2005 Notes for November 7: Molecular evolution Massachusetts Institute of Technology 6.877 Computational Evolutionary Biology, Fall, 2005 Notes for November 7: Molecular evolution 1. Rates of amino acid replacement The initial motivation for the neutral

More information

Lesson Overview. Ribosomes and Protein Synthesis 13.2

Lesson Overview. Ribosomes and Protein Synthesis 13.2 13.2 The Genetic Code The first step in decoding genetic messages is to transcribe a nucleotide base sequence from DNA to mrna. This transcribed information contains a code for making proteins. The Genetic

More information

Translation Part 2 of Protein Synthesis

Translation Part 2 of Protein Synthesis Translation Part 2 of Protein Synthesis IN: How is transcription like making a jello mold? (be specific) What process does this diagram represent? A. Mutation B. Replication C.Transcription D.Translation

More information

Student Handout 2. Human Sepiapterin Reductase mrna Gene Map A 3DMD BioInformatics Activity. Genome Sequencing. Sepiapterin Reductase

Student Handout 2. Human Sepiapterin Reductase mrna Gene Map A 3DMD BioInformatics Activity. Genome Sequencing. Sepiapterin Reductase Project-Based Learning ctivity Human Sepiapterin Reductase mrn ene Map 3DMD BioInformatics ctivity 498 ---+---------+--------- ---------+---------+---------+---------+---------+---------+---------+---------+---------+---------

More information

Translation. A ribosome, mrna, and trna.

Translation. A ribosome, mrna, and trna. Translation The basic processes of translation are conserved among prokaryotes and eukaryotes. Prokaryotic Translation A ribosome, mrna, and trna. In the initiation of translation in prokaryotes, the Shine-Dalgarno

More information

Chemistry Chapter 22

Chemistry Chapter 22 hemistry 2100 hapter 22 Proteins Proteins serve many functions, including the following. 1. Structure: ollagen and keratin are the chief constituents of skin, bone, hair, and nails. 2. atalysts: Virtually

More information

Energy Minimization of Protein Tertiary Structure by Parallel Simulated Annealing using Genetic Crossover

Energy Minimization of Protein Tertiary Structure by Parallel Simulated Annealing using Genetic Crossover Minimization of Protein Tertiary Structure by Parallel Simulated Annealing using Genetic Crossover Tomoyuki Hiroyasu, Mitsunori Miki, Shinya Ogura, Keiko Aoi, Takeshi Yoshida, Yuko Okamoto Jack Dongarra

More information

DNA THE CODE OF LIFE 05 JULY 2014

DNA THE CODE OF LIFE 05 JULY 2014 LIFE SIENES N THE OE OF LIFE 05 JULY 2014 Lesson escription In this lesson we nswer questions on: o N, RN and Protein synthesis o The processes of mitosis and meiosis o omparison of the processes of meiosis

More information

Objective 3.01 (DNA, RNA and Protein Synthesis)

Objective 3.01 (DNA, RNA and Protein Synthesis) Objective 3.01 (DNA, RNA and Protein Synthesis) DNA Structure o Discovered by Watson and Crick o Double-stranded o Shape is a double helix (twisted ladder) o Made of chains of nucleotides: o Has four types

More information

Protein structure. Protein structure. Amino acid residue. Cell communication channel. Bioinformatics Methods

Protein structure. Protein structure. Amino acid residue. Cell communication channel. Bioinformatics Methods Cell communication channel Bioinformatics Methods Iosif Vaisman Email: ivaisman@gmu.edu SEQUENCE STRUCTURE DNA Sequence Protein Sequence Protein Structure Protein structure ATGAAATTTGGAAACTTCCTTCTCACTTATCAGCCACCT...

More information

Molecular Biology - Translation of RNA to make Protein *

Molecular Biology - Translation of RNA to make Protein * OpenStax-CNX module: m49485 1 Molecular Biology - Translation of RNA to make Protein * Jerey Mahr Based on Translation by OpenStax This work is produced by OpenStax-CNX and licensed under the Creative

More information

Full wwpdb X-ray Structure Validation Report i

Full wwpdb X-ray Structure Validation Report i Full wwpdb X-ray Structure Validation Report i Mar 14, 2018 02:00 pm GMT PDB ID : 3RRQ Title : Crystal structure of the extracellular domain of human PD-1 Authors : Lazar-Molnar, E.; Ramagopal, U.A.; Nathenson,

More information

Biology I Fall Semester Exam Review 2014

Biology I Fall Semester Exam Review 2014 Biology I Fall Semester Exam Review 2014 Biomolecules and Enzymes (Chapter 2) 8 questions Macromolecules, Biomolecules, Organic Compunds Elements *From the Periodic Table of Elements Subunits Monomers,

More information

Gene regulation II Biochemistry 302. February 27, 2006

Gene regulation II Biochemistry 302. February 27, 2006 Gene regulation II Biochemistry 302 February 27, 2006 Molecular basis of inhibition of RNAP by Lac repressor 35 promoter site 10 promoter site CRP/DNA complex 60 Lewis, M. et al. (1996) Science 271:1247

More information

Number of questions TEK (Learning Target) Biomolecules & Enzymes

Number of questions TEK (Learning Target) Biomolecules & Enzymes Unit Biomolecules & Enzymes Number of questions TEK (Learning Target) on Exam 8 questions 9A I can compare and contrast the structure and function of biomolecules. 9C I know the role of enzymes and how

More information

Physiochemical Properties of Residues

Physiochemical Properties of Residues Physiochemical Properties of Residues Various Sources C N Cα R Slide 1 Conformational Propensities Conformational Propensity is the frequency in which a residue adopts a given conformation (in a polypeptide)

More information

Protein Synthesis. Unit 6 Goal: Students will be able to describe the processes of transcription and translation.

Protein Synthesis. Unit 6 Goal: Students will be able to describe the processes of transcription and translation. Protein Synthesis Unit 6 Goal: Students will be able to describe the processes of transcription and translation. Types of RNA Messenger RNA (mrna) makes a copy of DNA, carries instructions for making proteins,

More information

Read more about Pauling and more scientists at: Profiles in Science, The National Library of Medicine, profiles.nlm.nih.gov

Read more about Pauling and more scientists at: Profiles in Science, The National Library of Medicine, profiles.nlm.nih.gov 2018 Biochemistry 110 California Institute of Technology Lecture 2: Principles of Protein Structure Linus Pauling (1901-1994) began his studies at Caltech in 1922 and was directed by Arthur Amos oyes to

More information

Amino Acids and Proteins at ZnO-water Interfaces in Molecular Dynamics Simulations: Electronic Supplementary Information

Amino Acids and Proteins at ZnO-water Interfaces in Molecular Dynamics Simulations: Electronic Supplementary Information Amino Acids and Proteins at ZnO-water Interfaces in Molecular Dynamics Simulations: Electronic Supplementary Information Grzegorz Nawrocki and Marek Cieplak Institute of Physics, Polish Academy of Sciences,

More information

Energy and Cellular Metabolism

Energy and Cellular Metabolism 1 Chapter 4 About This Chapter Energy and Cellular Metabolism 2 Energy in biological systems Chemical reactions Enzymes Metabolism Figure 4.1 Energy transfer in the environment Table 4.1 Properties of

More information

Exam III. Please read through each question carefully, and make sure you provide all of the requested information.

Exam III. Please read through each question carefully, and make sure you provide all of the requested information. 09-107 onors Chemistry ame Exam III Please read through each question carefully, and make sure you provide all of the requested information. 1. A series of octahedral metal compounds are made from 1 mol

More information

GENETICS - CLUTCH CH.11 TRANSLATION.

GENETICS - CLUTCH CH.11 TRANSLATION. !! www.clutchprep.com CONCEPT: GENETIC CODE Nucleotides and amino acids are translated in a 1 to 1 method The triplet code states that three nucleotides codes for one amino acid - A codon is a term for

More information

Introduction to the Ribosome Overview of protein synthesis on the ribosome Prof. Anders Liljas

Introduction to the Ribosome Overview of protein synthesis on the ribosome Prof. Anders Liljas Introduction to the Ribosome Molecular Biophysics Lund University 1 A B C D E F G H I J Genome Protein aa1 aa2 aa3 aa4 aa5 aa6 aa7 aa10 aa9 aa8 aa11 aa12 aa13 a a 14 How is a polypeptide synthesized? 2

More information

Clustering and Model Integration under the Wasserstein Metric. Jia Li Department of Statistics Penn State University

Clustering and Model Integration under the Wasserstein Metric. Jia Li Department of Statistics Penn State University Clustering and Model Integration under the Wasserstein Metric Jia Li Department of Statistics Penn State University Clustering Data represented by vectors or pairwise distances. Methods Top- down approaches

More information

Major Types of Association of Proteins with Cell Membranes. From Alberts et al

Major Types of Association of Proteins with Cell Membranes. From Alberts et al Major Types of Association of Proteins with Cell Membranes From Alberts et al Proteins Are Polymers of Amino Acids Peptide Bond Formation Amino Acid central carbon atom to which are attached amino group

More information

-1- HO H O H. β-d-galactopyranose (A) OMe CH 3 I. MeO. Ag 2 O. O Me HNO 3. OAc (CH 3 CO) 2 O. AcO. pyridine. O Ac. NaBH 4 H 2 O. MeOH. dry HCl.

-1- HO H O H. β-d-galactopyranose (A) OMe CH 3 I. MeO. Ag 2 O. O Me HNO 3. OAc (CH 3 CO) 2 O. AcO. pyridine. O Ac. NaBH 4 H 2 O. MeOH. dry HCl. -1-1. Draw structures for the products you would expect to obtain from reaction of β-dgalactopyranose () with each of the reagents below. Be sure to include all relevant stereochemistry. (40 pts). β-d-galactopyranose

More information

On the optimality of the standard genetic code: the role of stop codons

On the optimality of the standard genetic code: the role of stop codons On the optimality of the standard genetic code: the role of stop codons Sergey Naumenko 1*, Andrew Podlazov 1, Mikhail Burtsev 1,2, George Malinetsky 1 1 Department of Non-linear Dynamics, Keldysh Institute

More information

2. What was the Avery-MacLeod-McCarty experiment and why was it significant? 3. What was the Hershey-Chase experiment and why was it significant?

2. What was the Avery-MacLeod-McCarty experiment and why was it significant? 3. What was the Hershey-Chase experiment and why was it significant? Name Date Period AP Exam Review Part 6: Molecular Genetics I. DNA and RNA Basics A. History of finding out what DNA really is 1. What was Griffith s experiment and why was it significant? 1 2. What was

More information

Protein Synthesis. Unit 6 Goal: Students will be able to describe the processes of transcription and translation.

Protein Synthesis. Unit 6 Goal: Students will be able to describe the processes of transcription and translation. Protein Synthesis Unit 6 Goal: Students will be able to describe the processes of transcription and translation. Protein Synthesis: Protein synthesis uses the information in genes to make proteins. 2 Steps

More information

Supplementary Figure 3 a. Structural comparison between the two determined structures for the IL 23:MA12 complex. The overall RMSD between the two

Supplementary Figure 3 a. Structural comparison between the two determined structures for the IL 23:MA12 complex. The overall RMSD between the two Supplementary Figure 1. Biopanningg and clone enrichment of Alphabody binders against human IL 23. Positive clones in i phage ELISA with optical density (OD) 3 times higher than background are shown for

More information

Secondary Structure. Bioch/BIMS 503 Lecture 2. Structure and Function of Proteins. Further Reading. Φ, Ψ angles alone determine protein structure

Secondary Structure. Bioch/BIMS 503 Lecture 2. Structure and Function of Proteins. Further Reading. Φ, Ψ angles alone determine protein structure Bioch/BIMS 503 Lecture 2 Structure and Function of Proteins August 28, 2008 Robert Nakamoto rkn3c@virginia.edu 2-0279 Secondary Structure Φ Ψ angles determine protein structure Φ Ψ angles are restricted

More information

Lecture 5. How DNA governs protein synthesis. Primary goal: How does sequence of A,G,T, and C specify the sequence of amino acids in a protein?

Lecture 5. How DNA governs protein synthesis. Primary goal: How does sequence of A,G,T, and C specify the sequence of amino acids in a protein? Lecture 5 (FW) February 4, 2009 Translation, trna adaptors, and the code Reading.Chapters 8 and 9 Lecture 5. How DNA governs protein synthesis. Primary goal: How does sequence of A,G,T, and C specify the

More information

F. Piazza Center for Molecular Biophysics and University of Orléans, France. Selected topic in Physical Biology. Lecture 1

F. Piazza Center for Molecular Biophysics and University of Orléans, France. Selected topic in Physical Biology. Lecture 1 Zhou Pei-Yuan Centre for Applied Mathematics, Tsinghua University November 2013 F. Piazza Center for Molecular Biophysics and University of Orléans, France Selected topic in Physical Biology Lecture 1

More information

Chapter 17. From Gene to Protein. Biology Kevin Dees

Chapter 17. From Gene to Protein. Biology Kevin Dees Chapter 17 From Gene to Protein DNA The information molecule Sequences of bases is a code DNA organized in to chromosomes Chromosomes are organized into genes What do the genes actually say??? Reflecting

More information

Newly made RNA is called primary transcript and is modified in three ways before leaving the nucleus:

Newly made RNA is called primary transcript and is modified in three ways before leaving the nucleus: m Eukaryotic mrna processing Newly made RNA is called primary transcript and is modified in three ways before leaving the nucleus: Cap structure a modified guanine base is added to the 5 end. Poly-A tail

More information

Packing of Secondary Structures

Packing of Secondary Structures 7.88 Lecture Notes - 4 7.24/7.88J/5.48J The Protein Folding and Human Disease Professor Gossard Retrieving, Viewing Protein Structures from the Protein Data Base Helix helix packing Packing of Secondary

More information

Model Mélange. Physical Models of Peptides and Proteins

Model Mélange. Physical Models of Peptides and Proteins Model Mélange Physical Models of Peptides and Proteins In the Model Mélange activity, you will visit four different stations each featuring a variety of different physical models of peptides or proteins.

More information

Chapter 3. Introducing Groups

Chapter 3. Introducing Groups Chapter 3 Introducing Groups We need a super-mathematics in which the operations are as unknown as the quantities they operate on, and a super-mathematician who does not know what he is doing when he performs

More information

B O C 4 H 2 O O. NOTE: The reaction proceeds with a carbonium ion stabilized on the C 1 of sugar A.

B O C 4 H 2 O O. NOTE: The reaction proceeds with a carbonium ion stabilized on the C 1 of sugar A. hbcse 33 rd International Page 101 hemistry lympiad Preparatory 05/02/01 Problems d. In the hydrolysis of the glycosidic bond, the glycosidic bridge oxygen goes with 4 of the sugar B. n cleavage, 18 from

More information

Could Genetic Code Be Understood Number Theoretically?

Could Genetic Code Be Understood Number Theoretically? Could Genetic Code Be Understood Number Theoretically? M. Pitkänen 1, April 20, 2008 1 Department of Physical Sciences, High Energy Physics Division, PL 64, FIN-00014, University of Helsinki, Finland.

More information

Structure and evolution of the spliceosomal peptidyl-prolyl cistrans isomerase Cwc27

Structure and evolution of the spliceosomal peptidyl-prolyl cistrans isomerase Cwc27 Acta Cryst. (2014). D70, doi:10.1107/s1399004714021695 Supporting information Volume 70 (2014) Supporting information for article: Structure and evolution of the spliceosomal peptidyl-prolyl cistrans isomerase

More information

Genetic Code, Attributive Mappings and Stochastic Matrices

Genetic Code, Attributive Mappings and Stochastic Matrices Genetic Code, Attributive Mappings and Stochastic Matrices Matthew He Division of Math, Science and Technology Nova Southeastern University Ft. Lauderdale, FL 33314, USA Email: hem@nova.edu Abstract: In

More information

Introduction to Molecular and Cell Biology

Introduction to Molecular and Cell Biology Introduction to Molecular and Cell Biology Molecular biology seeks to understand the physical and chemical basis of life. and helps us answer the following? What is the molecular basis of disease? What

More information

From gene to protein. Premedical biology

From gene to protein. Premedical biology From gene to protein Premedical biology Central dogma of Biology, Molecular Biology, Genetics transcription replication reverse transcription translation DNA RNA Protein RNA chemically similar to DNA,

More information

Could Genetic Code Be Understood Number Theoretically?

Could Genetic Code Be Understood Number Theoretically? CONTENTS 1 Could Genetic Code Be Understood Number Theoretically? M. Pitkänen, November 30, 2016 Email: matpitka@luukku.com. http://tgdtheory.com/public_html/. Recent postal address: Karkinkatu 3 I 3,

More information

2012 Univ Aguilera Lecture. Introduction to Molecular and Cell Biology

2012 Univ Aguilera Lecture. Introduction to Molecular and Cell Biology 2012 Univ. 1301 Aguilera Lecture Introduction to Molecular and Cell Biology Molecular biology seeks to understand the physical and chemical basis of life. and helps us answer the following? What is the

More information

Midterm Review Guide. Unit 1 : Biochemistry: 1. Give the ph values for an acid and a base. 2. What do buffers do? 3. Define monomer and polymer.

Midterm Review Guide. Unit 1 : Biochemistry: 1. Give the ph values for an acid and a base. 2. What do buffers do? 3. Define monomer and polymer. Midterm Review Guide Name: Unit 1 : Biochemistry: 1. Give the ph values for an acid and a base. 2. What do buffers do? 3. Define monomer and polymer. 4. Fill in the Organic Compounds chart : Elements Monomer

More information

Berg Tymoczko Stryer Biochemistry Sixth Edition Chapter 1:

Berg Tymoczko Stryer Biochemistry Sixth Edition Chapter 1: Berg Tymoczko Stryer Biochemistry Sixth Edition Chapter 1: Biochemistry: An Evolving Science Tips on note taking... Remember copies of my lectures are available on my webpage If you forget to print them

More information

BME 5742 Biosystems Modeling and Control

BME 5742 Biosystems Modeling and Control BME 5742 Biosystems Modeling and Control Lecture 24 Unregulated Gene Expression Model Dr. Zvi Roth (FAU) 1 The genetic material inside a cell, encoded in its DNA, governs the response of a cell to various

More information

X-ray crystallography NMR Cryoelectron microscopy

X-ray crystallography NMR Cryoelectron microscopy Molecular Graphics with PyMOL Overview of: Protein Data Bank Coordinates Jean-Yves Sgro PyMOL interface Hands-on! Experimental Methods 3 Main: X-ray crystallography NMR Cryoelectron microscopy X-ray source

More information

Sequential resonance assignments in (small) proteins: homonuclear method 2º structure determination

Sequential resonance assignments in (small) proteins: homonuclear method 2º structure determination Lecture 9 M230 Feigon Sequential resonance assignments in (small) proteins: homonuclear method 2º structure determination Reading resources v Roberts NMR of Macromolecules, Chap 4 by Christina Redfield

More information

Rotamers in the CHARMM19 Force Field

Rotamers in the CHARMM19 Force Field Appendix A Rotamers in the CHARMM19 Force Field The people may be made to follow a path of action, but they may not be made to understand it. Confucius (551 BC - 479 BC) ( ) V r 1 (j),r 2 (j),r 3 (j),...,r

More information

Notes Chapter 4 Cell Reproduction. That cell divided and becomes two, two become four, four become eight, and so on.

Notes Chapter 4 Cell Reproduction. That cell divided and becomes two, two become four, four become eight, and so on. 4.1 Cell Division and Mitosis Many organisms start as one cell. Notes Chapter 4 Cell Reproduction That cell divided and becomes two, two become four, four become eight, and so on. Many-celled organisms,

More information

Sequence analysis and comparison

Sequence analysis and comparison The aim with sequence identification: Sequence analysis and comparison Marjolein Thunnissen Lund September 2012 Is there any known protein sequence that is homologous to mine? Are there any other species

More information

Using an Artificial Regulatory Network to Investigate Neural Computation

Using an Artificial Regulatory Network to Investigate Neural Computation Using an Artificial Regulatory Network to Investigate Neural Computation W. Garrett Mitchener College of Charleston January 6, 25 W. Garrett Mitchener (C of C) UM January 6, 25 / 4 Evolution and Computing

More information

Objective: You will be able to justify the claim that organisms share many conserved core processes and features.

Objective: You will be able to justify the claim that organisms share many conserved core processes and features. Objective: You will be able to justify the claim that organisms share many conserved core processes and features. Do Now: Read Enduring Understanding B Essential knowledge: Organisms share many conserved

More information

Get started on your Cornell notes right away

Get started on your Cornell notes right away UNIT 10: Evolution DAYSHEET 100: Introduction to Evolution Name Biology I Date: Bellringer: 1. Get out your technology and go to www.biomonsters.com 2. Click the Biomonsters Cinema link. 3. Click the CHS

More information

Towards Understanding the Origin of Genetic Languages

Towards Understanding the Origin of Genetic Languages Towards Understanding the Origin of Genetic Languages Why do living organisms use 4 nucleotide bases and 20 amino acids? Apoorva Patel Centre for High Energy Physics and Supercomputer Education and Research

More information

Introduction to Polymer Physics

Introduction to Polymer Physics Introduction to Polymer Physics Enrico Carlon, KU Leuven, Belgium February-May, 2016 Enrico Carlon, KU Leuven, Belgium Introduction to Polymer Physics February-May, 2016 1 / 28 Polymers in Chemistry and

More information

Cell Growth and Division

Cell Growth and Division Cell Growth and Division Why do cells divide* Life and reproduction require cell division You require constant cell reproduction to live Mitosis: development (a) mitotic cell division (b) mitotic cell

More information

ON THE COMPLETENESS OF GENETIC CODE: PART V. Miloje M. Rakočević

ON THE COMPLETENESS OF GENETIC CODE: PART V. Miloje M. Rakočević ON THE OMPLETENESS OF ENETI ODE: PRT V Miloje M. Rakočević Department of hemistry, Faculty of Science, niversity of Nish, Serbia (E-mail: milemirkov@open.telekom.rs; www.rakocevcode.rs) bstract. In this

More information

Examples of Groups

Examples of Groups Examples of Groups 8-23-2016 In this section, I ll look at some additional examples of groups. Some of these will be discussed in more detail later on. In many of these examples, I ll assume familiar things

More information

Protein Fragment Search Program ver Overview: Contents:

Protein Fragment Search Program ver Overview: Contents: Protein Fragment Search Program ver 1.1.1 Developed by: BioPhysics Laboratory, Faculty of Life and Environmental Science, Shimane University 1060 Nishikawatsu-cho, Matsue-shi, Shimane, 690-8504, Japan

More information

Bio 1B Lecture Outline (please print and bring along) Fall, 2007

Bio 1B Lecture Outline (please print and bring along) Fall, 2007 Bio 1B Lecture Outline (please print and bring along) Fall, 2007 B.D. Mishler, Dept. of Integrative Biology 2-6810, bmishler@berkeley.edu Evolution lecture #5 -- Molecular genetics and molecular evolution

More information

Today in Astronomy 106: the long molecules of life

Today in Astronomy 106: the long molecules of life Today in Astronomy 106: the long molecules of life Wet chemistry of nucleobases Nuances of polymerization Replication or mass production of nucleic acids Transcription Codons The protein hemoglobin. From

More information

Chapters 12&13 Notes: DNA, RNA & Protein Synthesis

Chapters 12&13 Notes: DNA, RNA & Protein Synthesis Chapters 12&13 Notes: DNA, RNA & Protein Synthesis Name Period Words to Know: nucleotides, DNA, complementary base pairing, replication, genes, proteins, mrna, rrna, trna, transcription, translation, codon,

More information

Peptides And Proteins

Peptides And Proteins Kevin Burgess, May 3, 2017 1 Peptides And Proteins from chapter(s) in the recommended text A. Introduction B. omenclature And Conventions by amide bonds. on the left, right. 2 -terminal C-terminal triglycine

More information

Snork Synthesis Lab Lab Directions

Snork Synthesis Lab Lab Directions Snork Synthesis Lab Lab Directions This activity, modified from the original at The Biology Corner, will help you practice your understanding of protein synthesis. Submit your lab answers according to

More information

MATHEMATICAL MODELS - Vol. III - Mathematical Modeling and the Human Genome - Hilary S. Booth MATHEMATICAL MODELING AND THE HUMAN GENOME

MATHEMATICAL MODELS - Vol. III - Mathematical Modeling and the Human Genome - Hilary S. Booth MATHEMATICAL MODELING AND THE HUMAN GENOME MATHEMATICAL MODELING AND THE HUMAN GENOME Hilary S. Booth Australian National University, Australia Keywords: Human genome, DNA, bioinformatics, sequence analysis, evolution. Contents 1. Introduction:

More information

Sugars, such as glucose or fructose are the basic building blocks of more complex carbohydrates. Which of the following

Sugars, such as glucose or fructose are the basic building blocks of more complex carbohydrates. Which of the following Name: Score: / Quiz 2 on Lectures 3 &4 Part 1 Sugars, such as glucose or fructose are the basic building blocks of more complex carbohydrates. Which of the following foods is not a significant source of

More information

7.012 Problem Set 1. i) What are two main differences between prokaryotic cells and eukaryotic cells?

7.012 Problem Set 1. i) What are two main differences between prokaryotic cells and eukaryotic cells? ame 7.01 Problem Set 1 Section Question 1 a) What are the four major types of biological molecules discussed in lecture? Give one important function of each type of biological molecule in the cell? b)

More information

NSCI Basic Properties of Life and The Biochemistry of Life on Earth

NSCI Basic Properties of Life and The Biochemistry of Life on Earth NSCI 314 LIFE IN THE COSMOS 4 Basic Properties of Life and The Biochemistry of Life on Earth Dr. Karen Kolehmainen Department of Physics CSUSB http://physics.csusb.edu/~karen/ WHAT IS LIFE? HARD TO DEFINE,

More information

Crystals, Chemistry, and Space Groups

Crystals, Chemistry, and Space Groups Crystals, Chemistry, and Space Groups Sean McAfee University of Utah September 1, 2015 Symmetry The (sometimes vague) idea of symmetry permeates all areas of math and science. Symmetry Physics: Symmetry

More information

Supersecondary Structures (structural motifs)

Supersecondary Structures (structural motifs) Supersecondary Structures (structural motifs) Various Sources Slide 1 Supersecondary Structures (Motifs) Supersecondary Structures (Motifs): : Combinations of secondary structures in specific geometric

More information

Multiple Choice Review- Eukaryotic Gene Expression

Multiple Choice Review- Eukaryotic Gene Expression Multiple Choice Review- Eukaryotic Gene Expression 1. Which of the following is the Central Dogma of cell biology? a. DNA Nucleic Acid Protein Amino Acid b. Prokaryote Bacteria - Eukaryote c. Atom Molecule

More information

UNIT 5. Protein Synthesis 11/22/16

UNIT 5. Protein Synthesis 11/22/16 UNIT 5 Protein Synthesis IV. Transcription (8.4) A. RNA carries DNA s instruction 1. Francis Crick defined the central dogma of molecular biology a. Replication copies DNA b. Transcription converts DNA

More information

NMR parameters intensity chemical shift coupling constants 1D 1 H spectra of nucleic acids and proteins

NMR parameters intensity chemical shift coupling constants 1D 1 H spectra of nucleic acids and proteins Lecture #2 M230 NMR parameters intensity chemical shift coupling constants Juli Feigon 1D 1 H spectra of nucleic acids and proteins NMR Parameters A. Intensity (area) 1D NMR spectrum: integrated intensity

More information

7.012 Problem Set 1 Solutions

7.012 Problem Set 1 Solutions ame TA Section 7.012 Problem Set 1 Solutions Your answers to this problem set must be inserted into the large wooden box on wheels outside 68120 by 4:30 PM, Thursday, September 15. Problem sets will not

More information

Excursions in Computing Science: Week iii. Bases and Polynomials

Excursions in Computing Science: Week iii. Bases and Polynomials Excursions in Computing Science: Week iii. Bases and Polynomials T. H. Merrett McGill University, Montreal, Canada June 0, 05 I. Prefatory Notes. Base 0. Teacher, invite your grade scholar to talk about

More information

PROTEIN SECONDARY STRUCTURE PREDICTION: AN APPLICATION OF CHOU-FASMAN ALGORITHM IN A HYPOTHETICAL PROTEIN OF SARS VIRUS

PROTEIN SECONDARY STRUCTURE PREDICTION: AN APPLICATION OF CHOU-FASMAN ALGORITHM IN A HYPOTHETICAL PROTEIN OF SARS VIRUS Int. J. LifeSc. Bt & Pharm. Res. 2012 Kaladhar, 2012 Research Paper ISSN 2250-3137 www.ijlbpr.com Vol.1, Issue. 1, January 2012 2012 IJLBPR. All Rights Reserved PROTEIN SECONDARY STRUCTURE PREDICTION:

More information