DNA is made up of two polynucleotide chains that are coiled together in a double helix structure. Each chain contains deoxyribonucleotides joined by phosphodiester bonds. The nucleotides consist of a pentose sugar, phosphate group, and one of four nitrogenous bases - adenine, guanine, cytosine, or thymine. The bases on each chain pair up through hydrogen bonds to form base pairs between adenine and thymine or cytosine and guanine. DNA replicates semiconservatively, with each new DNA molecule containing one original and one newly synthesized strand.
This document provides information on DNA structure and replication. It describes that DNA is made of two polynucleotide chains held together by hydrogen bonds between complementary nucleotide bases. Replication of DNA is semiconservative, meaning each new DNA molecule contains one original and one newly synthesized strand. Experiments by Meselson and Stahl using isotopes of nitrogen demonstrated that replication results in daughter DNA molecules with one original and one new strand, supporting the semiconservative model proposed by Watson and Crick.
This document discusses key experiments that identified DNA as the genetic material, including Griffith's transformation experiment, Avery's experiment demonstrating that DNA was the transforming agent, and the Hershey-Chase experiment showing that DNA enters host cells during viral infection while proteins do not. It also describes the composition of nucleotides, the double helix structure of DNA proposed by Watson and Crick, and that DNA can take different conformations like A, B, and Z-DNA. RNA is also summarized as being similar in structure to DNA but containing uracil instead of thymine and generally being single-stranded.
This document discusses key experiments that identified DNA as the genetic material, including Griffith's transformation experiment, Avery's experiment demonstrating that DNA was the transforming agent, and the Hershey-Chase experiment showing that DNA enters host cells during viral infection while proteins do not. It also describes the composition of nucleotides, the double helix structure of DNA proposed by Watson and Crick, and that DNA can take different conformations like A, B, and Z-DNA. RNA is also summarized as being similar in structure to DNA but containing uracil instead of thymine and generally being single-stranded.
The document discusses DNA replication. It describes early experiments that showed DNA carries genetic information, such as the Avery-MacLeod-McCarty experiment. It also describes Chargaff's rules about DNA base composition and the Watson and Crick model of the DNA double helix structure. The process of DNA replication is then explained, including semi-conservative replication, the role of enzymes like DNA polymerase and helicase, and leading and lagging strand synthesis.
This document provides information on genetics and DNA. It discusses that DNA is found coiled in chromatin in the nucleus of cells. Chromosomes contain duplicated DNA and genes. DNA is made of nucleotides containing nitrogenous bases and sugars. Watson and Crick discovered that DNA has a double helix structure with adenine bonding with thymine and guanine bonding with cytosine. DNA replicates semi-conservatively before cell division. Genes can be cloned using recombinant DNA technology or PCR to produce proteins like insulin for medical use.
This document provides information on genetics and DNA. It discusses that DNA is found coiled in chromatin in the nucleus of cells. During cell division, chromatin coils tightly to form chromosomes which are duplicated so each new cell contains a full set. DNA is made of nucleotides containing a sugar, phosphate, and one of four nitrogenous bases. The bases bond with each other to form the sides of the DNA double helix structure. Experiments by Griffith, Hershey and Chase provided evidence that DNA is the genetic material. Watson and Crick used evidence from Franklin and others to develop the first model of the DNA double helix structure. DNA holds the instructions for development and reproduction and can replicate itself through semiconservative replication.
This document provides information on genetics and DNA. It discusses that DNA is found coiled in chromatin in the nucleus of cells. During cell division, chromatin coils tightly to form chromosomes which are duplicated so each new cell contains a full set. DNA is made of nucleotides containing a sugar, phosphate, and one of four nitrogenous bases. The bases bond with each other to form the DNA double helix structure. Experiments by Griffith, Hershey and Chase provided evidence that DNA is the genetic material. Watson and Crick deduced the DNA structure is a double helix with specific base pairing between A-T and G-C. DNA holds the code for inheritance and protein production. It can replicate through semiconservative replication to make
This document provides information on DNA structure and replication. It describes that DNA is made of two polynucleotide chains held together by hydrogen bonds between complementary nucleotide bases. Replication of DNA is semiconservative, meaning each new DNA molecule contains one original and one newly synthesized strand. Experiments by Meselson and Stahl using isotopes of nitrogen demonstrated that replication results in daughter DNA molecules with one original and one new strand, supporting the semiconservative model proposed by Watson and Crick.
This document discusses key experiments that identified DNA as the genetic material, including Griffith's transformation experiment, Avery's experiment demonstrating that DNA was the transforming agent, and the Hershey-Chase experiment showing that DNA enters host cells during viral infection while proteins do not. It also describes the composition of nucleotides, the double helix structure of DNA proposed by Watson and Crick, and that DNA can take different conformations like A, B, and Z-DNA. RNA is also summarized as being similar in structure to DNA but containing uracil instead of thymine and generally being single-stranded.
This document discusses key experiments that identified DNA as the genetic material, including Griffith's transformation experiment, Avery's experiment demonstrating that DNA was the transforming agent, and the Hershey-Chase experiment showing that DNA enters host cells during viral infection while proteins do not. It also describes the composition of nucleotides, the double helix structure of DNA proposed by Watson and Crick, and that DNA can take different conformations like A, B, and Z-DNA. RNA is also summarized as being similar in structure to DNA but containing uracil instead of thymine and generally being single-stranded.
The document discusses DNA replication. It describes early experiments that showed DNA carries genetic information, such as the Avery-MacLeod-McCarty experiment. It also describes Chargaff's rules about DNA base composition and the Watson and Crick model of the DNA double helix structure. The process of DNA replication is then explained, including semi-conservative replication, the role of enzymes like DNA polymerase and helicase, and leading and lagging strand synthesis.
This document provides information on genetics and DNA. It discusses that DNA is found coiled in chromatin in the nucleus of cells. Chromosomes contain duplicated DNA and genes. DNA is made of nucleotides containing nitrogenous bases and sugars. Watson and Crick discovered that DNA has a double helix structure with adenine bonding with thymine and guanine bonding with cytosine. DNA replicates semi-conservatively before cell division. Genes can be cloned using recombinant DNA technology or PCR to produce proteins like insulin for medical use.
This document provides information on genetics and DNA. It discusses that DNA is found coiled in chromatin in the nucleus of cells. During cell division, chromatin coils tightly to form chromosomes which are duplicated so each new cell contains a full set. DNA is made of nucleotides containing a sugar, phosphate, and one of four nitrogenous bases. The bases bond with each other to form the sides of the DNA double helix structure. Experiments by Griffith, Hershey and Chase provided evidence that DNA is the genetic material. Watson and Crick used evidence from Franklin and others to develop the first model of the DNA double helix structure. DNA holds the instructions for development and reproduction and can replicate itself through semiconservative replication.
This document provides information on genetics and DNA. It discusses that DNA is found coiled in chromatin in the nucleus of cells. During cell division, chromatin coils tightly to form chromosomes which are duplicated so each new cell contains a full set. DNA is made of nucleotides containing a sugar, phosphate, and one of four nitrogenous bases. The bases bond with each other to form the DNA double helix structure. Experiments by Griffith, Hershey and Chase provided evidence that DNA is the genetic material. Watson and Crick deduced the DNA structure is a double helix with specific base pairing between A-T and G-C. DNA holds the code for inheritance and protein production. It can replicate through semiconservative replication to make
This document provides information on genetics and DNA. It discusses:
- The location of DNA in the nucleus of eukaryotic cells, packaged into chromatin and chromosomes.
- The structure of DNA, including that it is a double helix consisting of two polynucleotide strands with nucleotides containing nitrogenous bases that pair up.
- The discovery of DNA as the genetic material through experiments in the early 20th century, culminating in Watson and Crick's 1953 model of the DNA double helix structure.
- The role of DNA in inheritance and providing genetic instructions for life processes like protein coding.
DNA is the largest molecule known. A single, unbroken strand of it can contain many millions of atoms. When released from a cell, DNA typically breaks up into countless fragments. In solutions, these strands have a slight negative electric charge, a fact that makes for some fascinating chemistry.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein coding. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA, the discovery of DNA's role as the genetic material, DNA replication, and applications of DNA technology. Some key points include: DNA is found coiled in chromatin in the nucleus; it has a double-helix structure with adenine pairing with thymine and guanine pairing with cytosine; experiments in the 1950s showed that DNA carries genetic information; DNA replicates semi-conservatively before cell division; and recombinant DNA techniques have led to uses like producing insulin from bacteria.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, DNA structure including the double helix formation, the discovery of DNA as the genetic material through experiments, the role of DNA in inheritance and protein coding, DNA replication, repair, and cloning techniques like recombinant DNA and PCR. It also describes uses of biotechnology like producing insulin through transgenic bacteria and developing pest-resistant plants.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein production. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA, the discovery of DNA's role as the genetic material, DNA replication, and applications of DNA technology. Some key points include: DNA is found coiled in chromatin in the nucleus; it has a double helix structure with adenine pairing with thymine and guanine pairing with cytosine; experiments in the 1950s showed that DNA carries genetic information; DNA replicates semi-conservatively before cell division; and recombinant DNA techniques have led to production of insulin and other proteins through transgenic bacteria.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, its double helix structure, and the key discoveries around DNA's role as the genetic material. These include Griffith's experiments showing transformation in bacteria and Hershey and Chase's experiments demonstrating that DNA enters the host cell during viral infection. It also summarizes Watson and Crick's proposal of the DNA double helix model and the roles of DNA in replication, transcription, and protein production. The document concludes by covering DNA cloning techniques like recombinant DNA and PCR, as well as applications in biotechnology including genetically modified organisms.
Unit 1 genetics nucleic acids DNA (1) Biology aid Lassie sibanda
These slides will help those who love biology but yet find it so hard to break down see how easy and interesting life science is. hope these improve your knowledge
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, its double helix structure, and its role in inheritance and coding for proteins. Key events in discovering DNA's structure are summarized, such as experiments showing DNA is the genetic material in viruses and bacteria. The document also covers DNA replication, transcription, and repair. It introduces techniques like DNA cloning, polymerase chain reaction, and DNA fingerprinting used in biotechnology and forensics. Examples are given of genetically modified bacteria, plants, and animals produced using these methods.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein coding. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein production. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA, the discovery of DNA's role as the genetic material, DNA replication, and applications of DNA technology. Some key points include: DNA is found coiled in chromatin in the nucleus; it has a double helix structure with adenine pairing with thymine and guanine pairing with cytosine; experiments in the 1950s showed that DNA carries genetic information; DNA replicates semi-conservatively before cell division; and recombinant DNA techniques have led to genetically modified organisms that produce useful products like insulin.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein production. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA, the discovery of DNA's role as the genetic material, DNA replication, and applications of DNA technology. Some key points include: DNA is found coiled in chromatin in the nucleus; it has a double helix structure with adenine pairing with thymine and guanine pairing with cytosine; experiments in the 1950s showed that DNA carries genetic information; DNA replicates semi-conservatively before cell division; and recombinant DNA techniques have led to production of insulin and other proteins through genetically modified bacteria.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein coding. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, DNA structure including the double helix model, DNA replication, and gene expression. Key events covered include Griffith's experiments demonstrating transformation, Hershey and Chase's experiments showing DNA is the genetic material in viruses, and Watson and Crick's discovery of DNA's double helix structure. The roles of DNA, including inheritance and protein coding, are described. DNA cloning techniques like recombinant DNA and PCR are also summarized.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, DNA structure including its double helix formation, the discovery of DNA as the genetic material through experiments in the 1900s, DNA replication and repair, techniques like cloning and PCR, and applications of biotechnology including producing insulin through recombinant DNA and genetically modified crops. The key roles of DNA in inheritance and providing genetic instructions for life processes are also summarized.
- Griffith's experiment in 1928 showed that genetic material from heat-killed pathogenic bacteria could transform harmless bacteria into pathogenic ones, which he called the "transforming principle".
- Avery, Macleod, and McCarty's experiment in 1944 proved that DNA is the genetic material by showing that only DNA, and not other molecules, was able to transform bacteria.
- Hershey and Chase's experiment in 1952, using radioactive isotopes, demonstrated that DNA, not protein, enters a bacterial cell during viral infection, proving that DNA is the genetic material.
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills MN
Travis Hills of Minnesota developed a method to convert waste into high-value dry fertilizer, significantly enriching soil quality. By providing farmers with a valuable resource derived from waste, Travis Hills helps enhance farm profitability while promoting environmental stewardship. Travis Hills' sustainable practices lead to cost savings and increased revenue for farmers by improving resource efficiency and reducing waste.
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Similar to CH- 6 MOLECULAR BASIS OF INHERITANCE (1).pdf
This document provides information on genetics and DNA. It discusses:
- The location of DNA in the nucleus of eukaryotic cells, packaged into chromatin and chromosomes.
- The structure of DNA, including that it is a double helix consisting of two polynucleotide strands with nucleotides containing nitrogenous bases that pair up.
- The discovery of DNA as the genetic material through experiments in the early 20th century, culminating in Watson and Crick's 1953 model of the DNA double helix structure.
- The role of DNA in inheritance and providing genetic instructions for life processes like protein coding.
DNA is the largest molecule known. A single, unbroken strand of it can contain many millions of atoms. When released from a cell, DNA typically breaks up into countless fragments. In solutions, these strands have a slight negative electric charge, a fact that makes for some fascinating chemistry.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein coding. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA, the discovery of DNA's role as the genetic material, DNA replication, and applications of DNA technology. Some key points include: DNA is found coiled in chromatin in the nucleus; it has a double-helix structure with adenine pairing with thymine and guanine pairing with cytosine; experiments in the 1950s showed that DNA carries genetic information; DNA replicates semi-conservatively before cell division; and recombinant DNA techniques have led to uses like producing insulin from bacteria.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, DNA structure including the double helix formation, the discovery of DNA as the genetic material through experiments, the role of DNA in inheritance and protein coding, DNA replication, repair, and cloning techniques like recombinant DNA and PCR. It also describes uses of biotechnology like producing insulin through transgenic bacteria and developing pest-resistant plants.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein production. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA, the discovery of DNA's role as the genetic material, DNA replication, and applications of DNA technology. Some key points include: DNA is found coiled in chromatin in the nucleus; it has a double helix structure with adenine pairing with thymine and guanine pairing with cytosine; experiments in the 1950s showed that DNA carries genetic information; DNA replicates semi-conservatively before cell division; and recombinant DNA techniques have led to production of insulin and other proteins through transgenic bacteria.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, its double helix structure, and the key discoveries around DNA's role as the genetic material. These include Griffith's experiments showing transformation in bacteria and Hershey and Chase's experiments demonstrating that DNA enters the host cell during viral infection. It also summarizes Watson and Crick's proposal of the DNA double helix model and the roles of DNA in replication, transcription, and protein production. The document concludes by covering DNA cloning techniques like recombinant DNA and PCR, as well as applications in biotechnology including genetically modified organisms.
Unit 1 genetics nucleic acids DNA (1) Biology aid Lassie sibanda
These slides will help those who love biology but yet find it so hard to break down see how easy and interesting life science is. hope these improve your knowledge
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, its double helix structure, and its role in inheritance and coding for proteins. Key events in discovering DNA's structure are summarized, such as experiments showing DNA is the genetic material in viruses and bacteria. The document also covers DNA replication, transcription, and repair. It introduces techniques like DNA cloning, polymerase chain reaction, and DNA fingerprinting used in biotechnology and forensics. Examples are given of genetically modified bacteria, plants, and animals produced using these methods.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein coding. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein production. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA, the discovery of DNA's role as the genetic material, DNA replication, and applications of DNA technology. Some key points include: DNA is found coiled in chromatin in the nucleus; it has a double helix structure with adenine pairing with thymine and guanine pairing with cytosine; experiments in the 1950s showed that DNA carries genetic information; DNA replicates semi-conservatively before cell division; and recombinant DNA techniques have led to genetically modified organisms that produce useful products like insulin.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein production. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA, the discovery of DNA's role as the genetic material, DNA replication, and applications of DNA technology. Some key points include: DNA is found coiled in chromatin in the nucleus; it has a double helix structure with adenine pairing with thymine and guanine pairing with cytosine; experiments in the 1950s showed that DNA carries genetic information; DNA replicates semi-conservatively before cell division; and recombinant DNA techniques have led to production of insulin and other proteins through genetically modified bacteria.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, the structure of DNA as a double helix, the discovery of DNA as the genetic material through experiments in the 1900s, and DNA's role in inheritance and protein coding. It also summarizes DNA replication, repair, cloning techniques like recombinant DNA and PCR, DNA fingerprinting, and applications of biotechnology including genetically modified bacteria, plants and animals.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, DNA structure including the double helix model, DNA replication, and gene expression. Key events covered include Griffith's experiments demonstrating transformation, Hershey and Chase's experiments showing DNA is the genetic material in viruses, and Watson and Crick's discovery of DNA's double helix structure. The roles of DNA, including inheritance and protein coding, are described. DNA cloning techniques like recombinant DNA and PCR are also summarized.
This document provides an overview of genetics and DNA. It discusses the location of DNA in cells, DNA structure including its double helix formation, the discovery of DNA as the genetic material through experiments in the 1900s, DNA replication and repair, techniques like cloning and PCR, and applications of biotechnology including producing insulin through recombinant DNA and genetically modified crops. The key roles of DNA in inheritance and providing genetic instructions for life processes are also summarized.
- Griffith's experiment in 1928 showed that genetic material from heat-killed pathogenic bacteria could transform harmless bacteria into pathogenic ones, which he called the "transforming principle".
- Avery, Macleod, and McCarty's experiment in 1944 proved that DNA is the genetic material by showing that only DNA, and not other molecules, was able to transform bacteria.
- Hershey and Chase's experiment in 1952, using radioactive isotopes, demonstrated that DNA, not protein, enters a bacterial cell during viral infection, proving that DNA is the genetic material.
Similar to CH- 6 MOLECULAR BASIS OF INHERITANCE (1).pdf (20)
The ability to recreate computational results with minimal effort and actionable metrics provides a solid foundation for scientific research and software development. When people can replicate an analysis at the touch of a button using open-source software, open data, and methods to assess and compare proposals, it significantly eases verification of results, engagement with a diverse range of contributors, and progress. However, we have yet to fully achieve this; there are still many sociotechnical frictions.
Inspired by David Donoho's vision, this talk aims to revisit the three crucial pillars of frictionless reproducibility (data sharing, code sharing, and competitive challenges) with the perspective of deep software variability.
Our observation is that multiple layers — hardware, operating systems, third-party libraries, software versions, input data, compile-time options, and parameters — are subject to variability that exacerbates frictions but is also essential for achieving robust, generalizable results and fostering innovation. I will first review the literature, providing evidence of how the complex variability interactions across these layers affect qualitative and quantitative software properties, thereby complicating the reproduction and replication of scientific studies in various fields.
I will then present some software engineering and AI techniques that can support the strategic exploration of variability spaces. These include the use of abstractions and models (e.g., feature models), sampling strategies (e.g., uniform, random), cost-effective measurements (e.g., incremental build of software configurations), and dimensionality reduction methods (e.g., transfer learning, feature selection, software debloating).
I will finally argue that deep variability is both the problem and solution of frictionless reproducibility, calling the software science community to develop new methods and tools to manage variability and foster reproducibility in software systems.
Exposé invité Journées Nationales du GDR GPL 2024
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills MN
Travis Hills of Minnesota developed a method to convert waste into high-value dry fertilizer, significantly enriching soil quality. By providing farmers with a valuable resource derived from waste, Travis Hills helps enhance farm profitability while promoting environmental stewardship. Travis Hills' sustainable practices lead to cost savings and increased revenue for farmers by improving resource efficiency and reducing waste.
hematic appreciation test is a psychological assessment tool used to measure an individual's appreciation and understanding of specific themes or topics. This test helps to evaluate an individual's ability to connect different ideas and concepts within a given theme, as well as their overall comprehension and interpretation skills. The results of the test can provide valuable insights into an individual's cognitive abilities, creativity, and critical thinking skills
The binding of cosmological structures by massless topological defectsSérgio Sacani
Assuming spherical symmetry and weak field, it is shown that if one solves the Poisson equation or the Einstein field
equations sourced by a topological defect, i.e. a singularity of a very specific form, the result is a localized gravitational
field capable of driving flat rotation (i.e. Keplerian circular orbits at a constant speed for all radii) of test masses on a thin
spherical shell without any underlying mass. Moreover, a large-scale structure which exploits this solution by assembling
concentrically a number of such topological defects can establish a flat stellar or galactic rotation curve, and can also deflect
light in the same manner as an equipotential (isothermal) sphere. Thus, the need for dark matter or modified gravity theory is
mitigated, at least in part.
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...AbdullaAlAsif1
The pygmy halfbeak Dermogenys colletei, is known for its viviparous nature, this presents an intriguing case of relatively low fecundity, raising questions about potential compensatory reproductive strategies employed by this species. Our study delves into the examination of fecundity and the Gonadosomatic Index (GSI) in the Pygmy Halfbeak, D. colletei (Meisner, 2001), an intriguing viviparous fish indigenous to Sarawak, Borneo. We hypothesize that the Pygmy halfbeak, D. colletei, may exhibit unique reproductive adaptations to offset its low fecundity, thus enhancing its survival and fitness. To address this, we conducted a comprehensive study utilizing 28 mature female specimens of D. colletei, carefully measuring fecundity and GSI to shed light on the reproductive adaptations of this species. Our findings reveal that D. colletei indeed exhibits low fecundity, with a mean of 16.76 ± 2.01, and a mean GSI of 12.83 ± 1.27, providing crucial insights into the reproductive mechanisms at play in this species. These results underscore the existence of unique reproductive strategies in D. colletei, enabling its adaptation and persistence in Borneo's diverse aquatic ecosystems, and call for further ecological research to elucidate these mechanisms. This study lends to a better understanding of viviparous fish in Borneo and contributes to the broader field of aquatic ecology, enhancing our knowledge of species adaptations to unique ecological challenges.
Immersive Learning That Works: Research Grounding and Paths ForwardLeonel Morgado
We will metaverse into the essence of immersive learning, into its three dimensions and conceptual models. This approach encompasses elements from teaching methodologies to social involvement, through organizational concerns and technologies. Challenging the perception of learning as knowledge transfer, we introduce a 'Uses, Practices & Strategies' model operationalized by the 'Immersive Learning Brain' and ‘Immersion Cube’ frameworks. This approach offers a comprehensive guide through the intricacies of immersive educational experiences and spotlighting research frontiers, along the immersion dimensions of system, narrative, and agency. Our discourse extends to stakeholders beyond the academic sphere, addressing the interests of technologists, instructional designers, and policymakers. We span various contexts, from formal education to organizational transformation to the new horizon of an AI-pervasive society. This keynote aims to unite the iLRN community in a collaborative journey towards a future where immersive learning research and practice coalesce, paving the way for innovative educational research and practice landscapes.
Or: Beyond linear.
Abstract: Equivariant neural networks are neural networks that incorporate symmetries. The nonlinear activation functions in these networks result in interesting nonlinear equivariant maps between simple representations, and motivate the key player of this talk: piecewise linear representation theory.
Disclaimer: No one is perfect, so please mind that there might be mistakes and typos.
dtubbenhauer@gmail.com
Corrected slides: dtubbenhauer.com/talks.html
The debris of the ‘last major merger’ is dynamically youngSérgio Sacani
The Milky Way’s (MW) inner stellar halo contains an [Fe/H]-rich component with highly eccentric orbits, often referred to as the
‘last major merger.’ Hypotheses for the origin of this component include Gaia-Sausage/Enceladus (GSE), where the progenitor
collided with the MW proto-disc 8–11 Gyr ago, and the Virgo Radial Merger (VRM), where the progenitor collided with the
MW disc within the last 3 Gyr. These two scenarios make different predictions about observable structure in local phase space,
because the morphology of debris depends on how long it has had to phase mix. The recently identified phase-space folds in Gaia
DR3 have positive caustic velocities, making them fundamentally different than the phase-mixed chevrons found in simulations
at late times. Roughly 20 per cent of the stars in the prograde local stellar halo are associated with the observed caustics. Based
on a simple phase-mixing model, the observed number of caustics are consistent with a merger that occurred 1–2 Gyr ago.
We also compare the observed phase-space distribution to FIRE-2 Latte simulations of GSE-like mergers, using a quantitative
measurement of phase mixing (2D causticality). The observed local phase-space distribution best matches the simulated data
1–2 Gyr after collision, and certainly not later than 3 Gyr. This is further evidence that the progenitor of the ‘last major merger’
did not collide with the MW proto-disc at early times, as is thought for the GSE, but instead collided with the MW disc within
the last few Gyr, consistent with the body of work surrounding the VRM.
Current Ms word generated power point presentation covers major details about the micronuclei test. It's significance and assays to conduct it. It is used to detect the micronuclei formation inside the cells of nearly every multicellular organism. It's formation takes place during chromosomal sepration at metaphase.
When I was asked to give a companion lecture in support of ‘The Philosophy of Science’ (https://shorturl.at/4pUXz) I decided not to walk through the detail of the many methodologies in order of use. Instead, I chose to employ a long standing, and ongoing, scientific development as an exemplar. And so, I chose the ever evolving story of Thermodynamics as a scientific investigation at its best.
Conducted over a period of >200 years, Thermodynamics R&D, and application, benefitted from the highest levels of professionalism, collaboration, and technical thoroughness. New layers of application, methodology, and practice were made possible by the progressive advance of technology. In turn, this has seen measurement and modelling accuracy continually improved at a micro and macro level.
Perhaps most importantly, Thermodynamics rapidly became a primary tool in the advance of applied science/engineering/technology, spanning micro-tech, to aerospace and cosmology. I can think of no better a story to illustrate the breadth of scientific methodologies and applications at their best.
The technology uses reclaimed CO₂ as the dyeing medium in a closed loop process. When pressurized, CO₂ becomes supercritical (SC-CO₂). In this state CO₂ has a very high solvent power, allowing the dye to dissolve easily.
1. Structure of a Polynucleotide Chain
(DNA)
• DNA is a double- stranded, helically coiled long polymer of
deoxyribonucleotides.
• A nucleotide consists of three components-
✓ A pentose sugar (deoxyribose sugar)
✓ A phosphate group
✓ A nitrogenous base-
❖ Purines- Adenine and Guanine
❖ Pyrimidines- Thymine and Cytosine
• DNA is made of two polynucleotide chains, where the backbone is
constituted by sugar and phosphate, and the nitrogenous bases
linked to sugar moiety project inside from the backbone.
• It has at one end a free phosphate moiety at 5‘ end of ribose sugar,
which is referred to as 5‘ - end of the polynucleotide chain.
• At it’s other end the ribose has a free 3' – OH group which is
referred to as 3‘-end of the polynucleotide chain.
• The two chains have anti- parallel polarity. It means, if one chain
has the polarity 5‘ 3‘ , the other has 3‘ 5‘ .
2. • A nitrogenous base is linked to the pentose sugar through a N- glycosidic linkage to
form a nucleoside, such as adenosine/deoxyadenosine,
guanosine/deoxyguanosine, cytidine/deoxycytidine, thymidine/deoxythymidine.
• When a phosphate group is linked to a 5' – OH of a nucleoside through
phosphoester linkage, a corresponding nucleotide is formed.
• Two nucleotides are linked through 3‘- 5‘ phosphodiester linkage to form a
dinucleotide.
• More nucleotides can be joined in such a manner to form a polynucleotide chain.
• The nitrogenous bases in two strands are paired through hydrogen bond (H-bonds)
forming base pairs (bp). Adenine forms two hydrogen bonds with Thymine from
opposite strand and vice-versa. Similarly, Guanine forms three hydrogen bonds
with Cytosine from opposite strand and vice-versa. As a result, purine always
comes opposite to a pyrimidine.
• The two chains are coiled in a right-handed fashion.
• The pitch of the helix is 3.4 nm ( a nanometer is one billionth of a metre, i.e. 10 -9
m.
• There are roughly 10 bp in each turn of the helix.
• The distance between a bp in a helix is approximately equal to 0.34 nm.
• The plane of one base pair stacks over the other in double helix. This in addition
to H-bonds, confers stability of the helical structure.
3.
4.
5.
6. • Friedrich Meischer in 1869 identified DNA as an
acidic substance present in the nucleus. He
named it as ‘Nuclein’.
• James Watson and Francis Crick in 1953, based
on the X-ray diffraction data produced by
Maurice Wilkins and Rosalind Franklin, proposed
‘Double Helix’ model for the structure of DNA.
• Erwin Chargaff observed that for a double
stranded DNA, the ratios between Adenine and
Thymine and Guanine and Cytosine are constant
and equals 1.
7. RNA (Ribonucleic acid)
• In RNA, every nucleotide residue has an
additional –OH group present at 2’- position in
the ribose.
• In RNA, the uracil is found at the place of
thymine (5-methyl uracil).
8. Length of DNA- It is defined as number of
nucleotides (or a pair of nucleotide referred to
as base pairs) present in it.
Example 1- A bacteriophage known as ɸ × 174
has 5386 nucleotides.
Example 2- Bacteriophage lambda has 48502
base pairs (bp).
Example 3- Escherichia coli has 4.6 × 106 bp.
Example 4- Haploid content of human DNA is
3.3× 109 bp.
9. Central Dogma in Molecular Biology
• Francis Crick proposed the Central Dogma in
Molecular Biology.
• It states that the genetic information flows
from DNA RNA Proteins.
10. Reverse Transcription in Retroviruses
• In some viruses (retroviruses), RNA is the genetic
material ( E.g.- TMV, QB bacteriophage, etc.).
• In some viruses, the flow of genetic information is in
reverse direction, that is, from RNA to DNA by
reverse transcription.
Replication Transcription Translation
DNA RNA Protein
Reverse transcription
11. Length of DNA
• Length of DNA = Total No. of Base pairs ×
Distance between two consecutive base pairs
• In a typical mammalian cell,
Length of DNA= (6.6 × 109 bp) × (0.34 × 10-9
m/bp)
• Length of DNA = 2.2 metres.
12. Packaging of DNA in Prokaryotes
• In E.coli, DNA (being negatively charged) is
held with some proteins (Positively charged)
in a region termed as ‘nucleoid’. The DNA in
nucleoid is organised in large loops held by
proteins.
13. Histone Protein in Eukaryotes
• In eukaryotes, there is a set of positively
charged, basic proteins called ‘histones’.
• A protein acquires charge depending upon the
abundance amino acids residues with charged
side chains.
• Histones are rich in the basic amino acid
residues lysines and arginines. Both the amino
acid residues carry positive charges in their
side chains.
• Histones are organised to form a unit of eight
molecules called as ‘histone octamer’.
14. Packaging of DNA in Eukaryotes
• In eukaryotes, the negatively charged DNA is wrapped
around the positively charged histone octamer to form a
structure called ‘nucleosome’.
• A typical nucleosome contains 200 bp of DNA helix.
• Nucleosomes constitute the repeating unit of a structure in
nucleus called ‘chromatin’, thread-like stained bodies seen
in nucleus.
• The nucleosomes in chromatin are seen as ‘beads-on-
string’ structure when viewed under electron microscope.
The beads-on-string structure in chromatin is packaged to
form chromatin fibres that are further coiled and
condensed at metaphase stage of cell division to form
chromosomes.
• The packaging of chromatin at higher level requires
additional set of proteins that collectively are referred to as
‘Non-histone Chromosomal (NHC) proteins’.
15.
16. Euchromatin Heterochromatin
In a typical nucleus, this region of
chromatin are loosely packed and stains
light.
In a typical nucleus, this region of
chromatin are densely packed and stains
dark.
It is transcriptionally active region of
chromatin.
It is transcriptionally inactive region of
chromatin.
17. Griffith’s Experiment
In 1982, Frederick Griffith, in a series of experiments with Streptococcus
pneumoniae (bacterium responsible for pneumonia) observed that when
Streptococcus pneumoniae bacteria are grown on a culture plate, some
produce smooth shiny colonies (S) while others produce rough colonies
(R).
The S- strain bacteria have a mucous (polysaccharide) coat, and are virulent.
The R- strain bacteria do not have a mucous (polysaccharide) coat, and are
non-virulent.
• When S-strain bacteria were injected into mice, mice died from
pneumonia.
• When R-strain bacteria were injected into mice, mice lived.
• When heat-killed S-strain bacteria were injected into mice, mice lived.
• When a mixture of heat-killed S-strain bacteria and live R-strain bacteria is
injected into mice, mice died.
Griffith concluded that some ‘transforming principle’, transferred from the
heat-killed S-strain, had enabled the R-strain to synthesise a smooth
polysaccharide coat and become virulent. This must be due to the transfer
of the genetic material.
18. Biochemical Characterisation of Transforming Principle
Oswald Avery, Colin MacLeod and Maclyn McCarty (1933-
44) worked to determine the biochemical nature of
‘transforming principle’ in Griffith’s experiment.
• They purified biochemicals (proteins, DNA, RNA, etc.)
from the heat-killed S cell to see which ones could
transform live R cells into S cells.
• They discovered that DNA alone from S bacteria caused
R bacteria to become transformed.
• They also discovered that protein-digesting enzymes
(proteases) and RNA-digesting enzymes (RNases) did
not affect transformation, so the transforming
substance was not a protein or RNA.
• Digestion with DNase did inhibit transformation,
suggesting that the DNA caused the transformation.
• They concluded that DNA is the hereditary material.
19. Hershey and Chase Experiment
• Alfred Hershey and Martha Chase (1952) worked with
bacteriophages (the viruses that infect bacteria) to
discover whether it was protein or DNA from the
viruses that entered the bacteria.
• They grew some viruses on a medium that contained
radioactive phosphorus and some others on medium
that contained radioactive sulphur.
• Viruses grown in the presence of radioactive
phosphorus contained radioactive DNA but not
radioactive protein because DNA contains phosphorus
but protein does not.
• Viruses grown in the presence of radioactive sulphur
contained radioactive protein but not radioactive DNA
because DNA does not contain sulphur.
20. • Infection- Radioactive bacteriophages were allowed to
attach to E. coli bacteria.
• Blending- The viral coats were removed from the bacteria
by agitating them in a blender.
• Centrifugation- The virus particles were separated from the
bacteria by spinning them in a centrifuge.
• Bacteria which was infected with viruses that had
radioactive DNA were radioactive, indicating that DNA was
the material that passed from the virus to the bacteria.
• Bacteria that were infected with viruses that had
radioactive proteins were not radioactive.
• This indicates that proteins did not enter the bacteria from
the viruses.
• Therefore, DNA is the genetic material that is passed from
virus to bacteria.
21.
22. Properties of Genetic Material
A molecule that can act as a genetic material must fulfill the following criteria:
(i) It should be able to generate its replica (Replication)-Both the nucleic acids (DNA and RNA)
have the ability to direct their duplications.
(ii) It should chemically and structurally be stable-
❖ DNA is chemically less reactive and structurally more stable than RNA. The presence of
thymine at the place of Uracil confers additional stability to DNA. It was also evident in
Griffith’s ‘transforming principle’ that heat, which killed the bacteria, at least did not
destroy some of the properties of genetic material. The two strands of DNA being
complementary if separated by heating come together, when appropriate conditions are
provided.
❖ 2’- OH group present at every nucleotide in RNA is a reactive group and makes RNA labile
and easily degradable. RNA is also known to be catalytic, hence reactive.
(iii) It should provide the scope for slow changes (mutation) that is required for evolution-
Both DNA and RNA are able to mutate. In fact, RNA being unstable, mutate at a faster rate.
Consequently, viruses having RNA genome and having shorter life span mutate and evolve
faster.
(iv) It should be able to express itself in the form of ‘Mendelian Characters’- RNA can directly
code for the synthesis of proteins, hence can easily express the characters. DNA, however,
is dependent on RNA for synthesis of proteins. The protein synthesising machinery has
evolved around RNA. This indicates that both RNA and DNA can function as genetic
material, but DNA being more stable is preferred for storage of genetic information, and
RNA is better for the transmission of genetic information.
23. RNA was the first genetic material
• Essential life processes (such as metabolism,
translation, splicing, etc.), evolved around RNA.
• RNA used to act as a genetic material as well as a
catalyst (there are some important biochemical
reactions in living systems that are catalysed by
RNA catalysts and not by protein enzymes).
• RNA being a catalyst was reactive and hence
unstable.
• DNA has evolved from RNA with chemical
modifications that make it more stable.
• DNA being double stranded and having
complementary strand further resists changes by
evolving a process of repair.
24. Semiconservative mode of DNA
Replication
The scheme for ‘Semiconservative mode of DNA
replication’ was proposed by Watson and
Crick.
The scheme suggested that the two strands of
DNA would separate and act as a template for
the synthesis of new complementary strands.
After the completion of replication, each DNA
molecule would have one parental and one
newly synthesised strand.
25.
26. Meselson and Stahl Experiment
• The semiconservative mode of DNA replication was experimentally
proved by Matthew Meselson and Franklin Stahl in 1958.
• They grew E. coli in a medium containing 15NH4Cl (15N is the heavy
isotope of nitrogen) as the only source for many generations. The
result was that 15N was incorporated into newly synthesised DNA.
• This heavy DNA molecule could be distinguished from the normal
DNA by centrifugation in a cesium chloride (CsCl) density gradient.
• Then they transferred the cells into a medium with normal 14NH4Cl
and took samples at various definite time intervals as the cells
multiplied, and extracted the DNA that remained as double-
stranded helices. The various samples were separated
independently on CsCl gradients to measure the densities of DNA.
• The DNA that was extracted from the culture one generation after
the transfer from 15N to 14N medium (that is after 20 minutes; E. coli
divides in 20 minutes, Generation I) had a hybrid or intermediate
density. DNA extracted from the culture after another generation
(i.e. after 40 minutes, Generation II) was composed of equal
amounts of this ‘hybrid’ DNA and of ‘light’ DNA.
27.
28. Taylor’s Experiment on Vicia faba
• Taylor and his colleagues performed
experiments on Vicia faba (faba beans)
involving use of radioactive thymidine to
detect distribution of newly synthesised DNA
in the chromosomes.
• The experiments proved that the DNA in
chromosomes replicate semiconservatively.
29. The Enzymes involved in DNA
Replication
(i) DNA-dependent DNA polymerase
• It catalyses polymerisation of a large number
of nucleotides in 5' 3'in a very short time.
• The enzyme also catalyses the reaction with
high degree of accuracy. Any mistake during
replication would result into mutations.
(ii) DNA ligase- During DNA replication, the
discontinuously synthesised fragments are
joined by the enzyme DNA ligase.
30. Dual purposes of Deoxyribonucleoside
triphosphates
• Deoxyribonucleoside triphosphates act as
substrates.
• They provide energy for polymerisation
reaction (the two terminal phosphates in a
deoxynucleoside triphosphates are high-
energy phosphates, same as in case of ATP).
31. Why does the DNA replication not
occur along the whole length of DNA?
• For long DNA molecules, since the two strands of DNA cannot be
separated in its entire length (due to very high energy
requirement), the replication occur within a small opening of the
DNA helix, referred to as ‘Replication fork’.
• The DNA-dependent DNA Polymerases catalyse polymerisation only
in one direction, that is 5' 3'.
• On one strand of DNA (the template with polarity 3' 5'), the
replication is ‘continuous’.
• On the other strand of DNA (the template with polarity 5' 3‘), it is
‘discontinuous’.
• The discontinuously synthesised fragments are later joined by the
enzyme ‘DNA ligase’.
• There is a definite region in E. coli DNA where the replication
originates. Such regions are called as ‘origin of replication’.
• The DNA replication takes place at S-phase of the cell cycle.
• A failure in cell division after DNA replication results into Polyploidy
(a chromosomal anamoly).
32.
33. TRANSCRIPTION
• Transcription is the process of copying genetic information from
one strand of the DNA into RNA. Transcription takes place with
the help of an enzyme DNA-dependent RNA polymerase.
• In transcription, only a segment of DNA and only one of the
strands of DNA is copied into RNA.
Why both the strands of DNA are not copied during Transcription-
(i) If both strands of DNA act as a template, they would code for
RNA molecule with different sequences, and in turn, if they
code for proteins, the sequence of aminoacids in the proteins
would be different. Hence, one segment of the DNA would be
coding for two different proteins, and this would complicate the
genetic information transfer machinery.
(ii) The two RNA molecules if produced simultaneously would be
complementary to each other, hence would form a double
stranded RNA. This would prevent RNA from being translated
into protein and the exercise of transcription would become a
futile one.
34. TRANSCRIPTION UNIT
A transcription unit in DNA is defined primarily by the three regions in
the DNA-
(i) Promoter-
• It is a DNA sequence that provides binding site for RNA
polymerase.
• It also defines the template and coding strands.
(ii) The Structural Gene- The two strands of DNA have opposite
polarity and the DNA-dependent RNA polymerase catalyses the
polymerisation in only one direction, i.e., 5' 3‘.
Template Strand- The strand of DNA that has the polarity 3‘ 5’ acts a
template, and is referred to as Template Strand.
Coding Strand- It is the strand of DNA which has the polarity 5’ 3’, and
the sequence same as RNA (except thymine at the place of uracil)
which is displaced during transcription. This strand which does
not code for anything is referred to as Coding Strand.
(iii) Terminator- The terminator usually defines the end of the process
of transcription.
35.
36. 3'- ATGCATGCATGCATGCATGCATGC-5’ Template Strand
5'-TACGTACGTACGTACGTACGTACG-3' Coding Strand
Sequence of RNA transcribed from the above DNA-
5'-UACGUACGUACGUACGUACGUACG-3‘
CISTRON- A cistron is a segment of DNA coding for a polypeptide.
The Structural Gene in a transcription Unit can be –
(i) Monocistronic- mostly found in Eukaryotes.
(ii) Polycistronic- mostly found in bacteria or prokaryotes.
37. Monocistronic Structural Gene- In Eukaryotes,
the monocistronic structural genes have
interrupted coding sequences- the genes in
Eukaryotes are split.
Exons- The coding sequences or expressed
sequences are defined as ‘Exons’. Exons are
those sequences that appear in mature or
processed RNA.
The Exons are interrupted by ‘Introns’.
Introns- Introns or intervening sequences do not
appear in mature or processed RNA.
38. TYPES OF RNA
There are 3 major types of RNA-
(i) mRNA/messanger RNA- It provides the
template.
(ii) tRNA/transfer RNA- It brings aminoacids and
reads the genetic code.
(iii)rRNA/ribosomal RNA- They play structural
and catalytic role during translation.
39. TRANSCRIPTION IN BACTERIA
Transcription in Bacteria takes place in three
steps-
(i) Initiation-There is single DNA-dependent
RNA polymerase that catalyses transcription
of all types of RNA in bacteria.
• RNA polymerase (initiation factor) binds to
promoter and initiates transcription. It uses
nucleoside triphosphates as substrate and
polymerises in a template depended fashion
following the rule of complementarity.
40. (ii) Elongation- The RNA polymerase is capable
of catalysing the process of elongation. It
facilitates the opening of the helix and
continues elongation.
(iii) Termination- When the RNA polymerase
[termination factor-(ρ)] reaches the
terminator region, the nascent RNA falls off,
so also the RNA polymerase. This results in
termination of transcription.
41.
42. The transcription and translation can be coupled
in bacteria-
• Since the mRNA does not require any
processing to become active.
• Since transcription and translation take place
in the same compartment (there is no
separation of cytosol and nucleus in bacteria),
many times the translation can begin much
before the mRNA is fully transcribed.
43. COMPLEXITIES DURING TRANSCRIPTION IN
EUKARYOTES
Two additional complexities during transcription in
Eukaryotes-
(i) There are at least 3 RNA polymerases in the
nucleus (in addition to the RNA polymerase found
in the organelles).
❖RNA polymerase I transcribes rRNAs (28S, 18S
and 5.8S).
❖RNA polymerase II transcribes precursor of
mRNA, the heterogenous nuclear RNA (hnRNA).
❖RNA polymerase III is responsible for
transcription of tRNA, 5srRNA, and snRNAs (small
nuclear RNAs).
44. (ii) The primary transcripts (hnRNA) contain both
the exons and the introns and are non-
functional. Hence it is subjected to a process
called Splicing.
• Splicing- The introns are removed and exons are
joined in a defined manner.
• Capping- An unusual nucleotide (methyl
guanosine triphosphate) is added to the 5’-end of
hnRNA.
• Tailing- Adenylate residues (200-300) are added
at 3’-end in a template independent manner.
It is the fully processed hnRNA, now called mRNA,
that is transported out of the nucleus for
translation.
45.
46. GENETIC CODE
CODONS- Codons are present in RNA. Each codon consists of 3
nitrogenous bases. One codon codes for one amino acid.
(i) George Gamow- He was a physicist, who argued that since there
are only 4 bases and if they have to code for 20 aminoacids, the
code should be made p of 3 nucleotides. This was a very bold
proposition, because a permutation combination of 43 (4 × 4 × 4)
would generate 64 codons: generating many more codons than
required.
(ii) Har Govind Khorana- The chemical method developed by Har
Govind Khorana was instrumental in synthesising RNA molecules
with defined combinations of bases (homopolymers and
copopolymers).
(iii) Marshall Nirenberg- His cell free system for protein synthesis
finally helped the code to be deciphered.
Severo Ochoa enzyme (polynucleotide phosphorylase) was also
helpful in polymerising RNA with defined sequences in a template
independent manner (enzymatic synthesis of RNA)
47.
48. SALIENT FEATURES OF GENETIC CODE
(i) The codon is triplet. 61 codons code for amino acids and 3 codons
do not code for any amino acids, hence they function as stop
codons.
(ii) One codon codes for only one amino acid, hence, it is
unambiguous and specific.
(iii) Some amino acids are coded by more than one codon, hence the
code is degenerate.
(iv) The codon is read in mRNA in a contiguous fashion. There are no
punctuations.
(v) The code is nearly universal: for example, from bacteria to human
UUU would code for Phenylalanine (phe). Some exceptions to this
rule have been found in mitochondrial codons, and in some
protozoans.
(vi) AUG has dual functions. It codes for Methionine (met), and it also
act as initiator codon.
49. Q1- If following is the sequence of nucleotides in
mRNA, predict the sequence of amino acid
coded by it-
-AUG UUU UUC UUC UUU UUU UUC-
Q2- Following is the sequence of amino acids
coded by an mRNA. Predict the nucleotide
sequence in the RNA-
Met- Phe -Phe- Phe- Phe- Phe- Phe
50. MUTATIONS AND GENETIC CODE
Example of Point mutation- Sickle cell anaemia
RAM HAS RED CAP
If we insert a letter ‘B’ in between HAS and RED and
rearrange the statement, it would read as follows:
RAM HAS BRE DCA P
Similarly, if we now insert two letters at the same
place, say ‘BI’. Now it would read,
RAM HAS BIR EDC AP
Now if we insert 3 letters together, say ‘BIG’, the
statement would read
RAM HAS BIG RED CAP
51. Similarly, if we delete the letters R, E and D, one by one and
rearrange the statement to make a triplet word..
RAM HAS EDC AP
RAM HAS DCA P
RAM HAS CAP
Frameshift Mutation- Insertion or deletion of one or two
bases changes the reading frame from the point of
insertion or deletion. Insertion or deletion of 3 or its
multiple bases insert or delete one or multiple codon
hence one or multiple amino acids and reading frame
remains unaltered from that point onwards. Such
mutations are referred to as ‘Frameshift insertion’ or
‘deletion mutations’.
This forms the genetic basis of proof that codon is a triplet
and it is read in a contiguous manner.
52. tRNA- the Adapter Molecule
Francis Crick postulated the presence of an
adapter molecule (tRNA) that would on one
hand read the genetic code and on other hand
would bind to specific amino acids.
tRNA is also called sRNA (soluble RNA).
Structure of tRNA molecule-The secondary
structure of tRNA looks like a clover leaf. In
actual structure, the tRNA is a compact
molecule which looks like inverted L.
53.
54.
55. PROTEIN SYNTHESIS
i)Transcription
(ii)Movement of mRNA from DNA to the cytoplasm
(iii)Attachment of mRNA with the smaller subunit of
ribosome
(iv)Activation of aminoacids
(v)Charging of tRNA/Aminoacylation of tRNA
(vi)Steps of Translation
(a)Initiation
(b)Elongation
(c)Termination
56. Translational Unit in mRNA
• A translational unit in mRNA is the sequence
of RNA that is flanked by the start codon
(AUG) and the stop codon and codes for a
polypeptide.
• An mRNA also has some additional sequences
that are not translated and are referred to as
‘untranslated regions’ (UTR). The UTRs are
present at both 5’-end (before start codon)
and at 3’-end (after stop codon).
• The UTRs are required for efficient translation
process.
57. TRANSLATION
Translation refers to the process of polymerization of
amino acids to form a polypeptide, The order and
sequence of amino acids are defined by the sequence of
bases in the mRNA. The amino acids are joined by a
peptide bond. Formation of a peptide bond requires
energy.
(i) Activation of Amino acids- The amino acids are
activated in the presence of ATP by enzyme amino
acyl tRNA synthetases.
(ii) Charging of tRNA/Aminoacylation of tRNA- The
activated amino acids are linked to their cognate
tRNA molecule by the enzyme amino acyl tRNA
synthetase. The specific amino acid is attached to the
3’ end of specific tRNA molecule. There are at least
20 kinds of tRNA, one for each kind of amino acid.
58. Role of Ribosome in protein synthesis-
• The ribosome consists of structural RNA’s and about 80
different proteins. In its inactive state, a ribosome
consists of two sub-units; a large sub-unit and a small
sub-unit.
• When the small sub-unit of ribosome encounters an
mRNA, the process of translation of the mRNA to
protein begins.
• There are two sites in the large sub-unit of ribosome
for binding amino acyl tRNA or A- site, and peptidyl or
P- site. If two such charged tRNA’s are brought close
enough, the formation of peptide bond between them
would be favoured energetically. The ribosome also
acts as a catalyst (23S rRNA in bacteria is the enzyme-
ribozyme) for the formation of peptide bond.
59. STEPS OF TRANSLATION
(i) Initiation of polypeptide chain- When small sub-unit of ribosome
binds to the mRNA at the start codon (AUG), the process of
translation of the mRNA to protein begins. The methionyl tRNA
(initiator tRNA) charged with methionine binds to the initiator
codon (AUG) on the mRNA at the P- site. Since the codon for
methionine is AUG, the methionyl tRNA would have UAC at the
anti-codon site.
(ii) Elongation of polypeptide chain- A second tRNA molecule with an
appropriate amino acid binds with the second codon on mRNA at
the A-site of the ribosome. When two such charged tRNAs are
brought close enough, the formation of peptide bond between
them is favoured energetically. The ribosome acts as a catalyst
(23S rRNA in bacteria is the enzyme-ribozyme) for the formation
of peptide bond. Complexes composed of an amino acid linked to
tRNA, sequentially bind to the appropriate codon in mRNA by
forming complimentary base pairs with the tRNA anticodon. The
ribosome moves from codon to codon along the mRNA. Amino
acids are added one by one, translated into Polypeptide
sequences dictated by DNA and represented by mRNA.
60. (iii) Termination and release of polypeptide
chain- At the end, a release factor binds to the
stop codon/non sense codons(UGA, UAA and
UAG), terminating translation and releasing
the complete polypeptide from the ribosome.
The ribosome jumps off the mRNA chain at
the stop codon and dissociates into its two
sub-units. The complete polypeptide chain is
finally released in the cytoplasm.
61.
62. Regulation of Gene Expression
In eukaryotes, regulation of gene expression can
be exerted at-
(i) Transcriptional level (formation of primary
transcript).
(ii) Processing level (regulation of splicing).
(iii)Transport of mRNA from nucleus to the
cytoplasm.
(iv)Translational level.
63. Lac Operon
Francois Jacob and Jacque Monod were the first to elucidate a
transcriptionally regulated system.
In lac operon, a polycistronic structural gene is regulated by a
common promoter and regulatory genes. Such arrangement is
referred to as Operon and is very common in bacteria.
The Lac operon consists of the following genes-
(i) Regulatory gene (i gene)- It codes for Repressor protein.
(ii) 3 Structural Genes (z, y and a)-
• The ‘z’ gene codes for β-galactosidase (β-gal), which is
primarily responsible for the hydrolysis of lactose
(disaccharide) into glucose and galactose (monomeric
units).
• The ‘y’ gene codes for permease, which increases
permeability of the cell to β-galactosides.
• The ‘a’ gene encodes a transacetylase.
All the three gene products are required for metabolism of
lactose.
64. Lactose/Inducer- It is the substrate for the enzyme beta-
galactosidase and it regulates switching on and off the
operon.
Switch on condition- In the absence of inducer (lactose), the
repressor is synthesised by the i gene. The repressor
protein binds to the operator region of the operon and
prevents RNA polymerase enzyme from transcribing the
operon.
Switch off condition- In the absence of inducer
(lactose/allolactose), the repressor is inactivated by
interaction with the inducer. This allows RNA polymerase
access to the promoter and the 3 structural genes are
expressed and produce enzymes (transcription proceeds).
Regulation of lac operon by repressor is referred to as
‘negative regulation’.
65.
66. Human Genome Project (HGP)
HGP- An ambitious project of determining the complete DNA sequences of
human genome.
• HGP was launched in the year 1990.
• It was a 13-year project coordinated by the U. S. Department of Energy
and the National Institute of Health. During the early years of the HGP,
the Wellcome Trust (U.K.) became a major partner. Additional
contributions came from Japan, France, Germany, China and others. The
project was completed in 2003.
HGP, a Mega Project-
• Human genome is said to have approximately 3 × 109 bp. If the cost of
sequencing required is US $ 3 per bp, the total estimated cost of the
project would be approximately 9 billion US dollars.
• If the obtained sequences were to be stored in typed form in books, and
if each page of the book contained 1000 letters and each book contained
1000 pages, then 3300 such books would be required to store the
information of DNA sequence from a single human cell.
• The enormous amount of data expected to be generated also
necessitated the use of high speed computational devices for data
storage and retrieval, and analysis.
67. Goals of HGP
(i) Identify all the approximately 20,000-25,000
genes in human DNA.
(ii) Determine the sequences of the 3 billion
chemical base pairs that make up human DNA.
(iii) Store this information in databases.
(iv) Improve tools for data analysis.
(v) Transfer related technologies to other
sectors, such as industries.
(vi) Address the ethical, legal, and social issues
(ELSI) that may arise from the project.
68. Significance of HGP-
• Knowledge about the effects of DNA variations among
individuals can lead to revolutionary new ways to
diagnose, treat and someday prevent thousands of
disorders that affect human beings.
• Learning about non-human organisms DNA sequences
can lead to an understanding of their natural
capabilities that can be applied toward solving
challenges in health care, agriculture, energy
production, environmental remediation.
• Many non-human model organisms, such as bacteria,
yeast, Caenorhabditis elegans (a free living non-
pathogenic nematode), Drosophila (the fruit fly), plants
(rice and Arabidopsis), etc., have also been sequenced.
69. Methodologies of HGP
The methods involved two approaches-
(i) Expressed Sequence Tags (ESTs)- identifying all the genes that
expressed as RNA.
(ii) Sequence Annotation- Sequencing the whole set of genome that
contained all the coding and non- coding sequence, and later assigning
different regions in the sequence with functions.
For sequencing, the total DNA from the cell is isolated and converted into
random fragments of relatively smaller sizes (DNA is a very long
polymer, and there are technical limitations in sequencing very long
pieces of DNA). And cloned in suitable host using specialised vectors.
The cloning resulted into amplification of each piece of DNA fragment
so that it subsequently could be sequenced with ease.
The commonly used hosts were bacteria and yeast, and the vectors were
called as BAC (Bacterial artificial chromosomes), and YAC (yeast
artificial chromosomes).
70.
71. • The fragments were sequenced using automated DNA
sequencers that worked on the principle of a method
developed by Frederick Sanger.
• These sequencers were then arranged based on some
overlapping regions present in them. This required
generation of overlapping fragments for sequencing.
• Alignment of these sequences was humanly not
possible. Therefore, specialised computer based
programs were developed.
• These sequences were subsequently annotated and
were assigned to each chromosome.
• The sequence of chromosome 1 was completed only in
May 2006 (this was the last of the 24 human
chromosomes-22 autosome and X and Y- to be
sequenced).
72. Salient Features of Human Genome
(i) The human genome contains 3164.7 million
nucleotide bases.
(ii) The average gene consists of 3000 bases, but sizes
vary greatly, with the largest known human gene
being dystrophin at 2.4 million bases.
(iii) The total number of genes is estimated at 30, 000-
much lower than previous estimates of 80, 000 to 1,
40,000 genes. Almost all (99.9%) nucleotide bases are
exactly the same in all people.
(iv) The functions are unknown for over 50% of
discovered genes.
(v) Less than 2% of the genome codes for proteins.
(vi) Repeated sequences make up very large portion of
the human genome.
73. (vii) Repetitive sequences are stretches of DNA sequences
that are repeated many times, sometimes 100 to 1000
times. They are thought to have no direct coding
functions, but they shed light on chromosome
structure, dynamics and evolution.
(viii) Chromosome 1 has most genes (2968), and the Y has
the fewest (231).
(ix) Scientists have identified about 1.4 million locations
where single base DNA differences (SNPs-single
nucleotide polymorphism, pronounced as ‘snips’) occur
in humans. This information promises to revolutionise
the processes of finding chromosomal locations for
disease-associated sequences and tracing human
history.
74. Applications and Future Challenges
Mapping of the genome will-
• Enhance basic understanding of human genetics.
• Reveal the genes responsible for diseases such as
cardiovascular ailments, Diabetes, Alzheimer’s
disease, cancer etc.
• Provide information that will help prevent
inherited disease.
• Leads to treatment of genetic disorders through
gene therapy
• Give genetic identity to us.
75. • Drawbacks of HGP- If one aims to find out
genetic differences between two individuals
or among individuals of a population,
sequencing the DNA every time would be a
daunting and expensive task (Imagine trying
to compare two sets of 3 × 109 base pairs).
• Advantage of DNA Fingerprinting over HGP-
DNA Fingerprinting is a very quick way to
compare the DNA sequences of any two
individuals.
76. Rice Genome Project
• The rice genome is the third largest public genome project
undertaken to date, behind the human and mouse
genomes.
• The International Rice Genome Sequencing Project
(IRGSP)began in September 1997 at a workshop held in
Singapore. The IRGSP has evolved to include 11 nations,
viz., Japan, Korea, United States, China, India, Taiwan,
France, Brazil, Thailand, Canada, and United Kingdom.
• It is estimated that the rice Genome may contain 37,544
genes.
• Knowledge of the complete genetic code of rice will help
breeders develop strains of the crop with specific
characteristics (e.g., stress, tolerance, disease resistance of
high yield) much quicker than through traditional methods,
which may require years of crossing to achieve the desired
property.
77. DNA Fingerprinting
• DNA fingerprinting is a very quick way to
compare the DNA sequences of any two
individuals. 99.9% of base sequence among
humans is the same. But there are some base
sequences (short repetitive nucleotide
sequences/VNTR) which are different in
different individual. These differences in
sequence of DNA make every individual
unique in their phenotypic appearance.
78. Principle of DNA Fingerprinting
• DNA fingerprinting involves identifying differences in some specific
regions in DNA sequence called as ‘Repetitive DNA’, because in these
sequences, a small stretch of DNA is repeated many times.
• These repetitive DNA are separated from bulk genomic DNA as different
peaks during density gradient centrifugation.
• The bulk DNA forms a major peak and the other small peaks are referred
to as ‘Satellite DNA’.
• Depending on base composition (A:T rich or G:C rich), length of segment,
and number of repetitive units, the satellite DNA is classified into many
categories, such as micro-satellites, mini-satellites etc. These sequences
normally do not code for any proteins, but they form a large portion of
human genome. These sequences show high degree of polymorphism
and form the basis of DNA fingerprinting.
• Since DNA from every tissue (such as blood, hair follicle, skin, bone,
saliva, sperm etc), from an individual show the same degree of
polymorphism, they become very useful identification tool in forensic
applications.
• Further, as the polymorphisms are inheritable from parents to children,
DNA fingerprinting is the basis of paternity testing, in case of disputes.
79. DNA Polymorphism
• Polymorphism (variation at genetic level) arises due to mutations.
• New mutations may arise in an individual either in somatic cells or in the
germ cells.
• If a germ cell mutation does not seriously impair individual’s ability to
have offspring who can transmit the mutation, it can spread to the other
members of population (through sexual reproduction).
• Allelic sequence variation has traditionally been described as a DNA
polymorphism if more than one variant (allele) at a locus occurs in human
population with a frequency greater than 0.01.
• If an inheritable mutation is observed in a population at high frequency, it
is referred to as DNA polymorphism.
• The probability of such variation to be observed in non-coding DNA
sequence would be higher as mutations in these sequences may not have
any immediate effect/impact in an individual’s reproductive ability.
• These mutations keep on accumulating generation after generation, and
form one of the basis of variability/polymorphism.
• Such polymorphisms (single nucleotide change/large scale changes) play a
very important role in evolution and speciation
80. Variable Number Tandem Repeats
• The technique of DNA fingerprinting was initially
developed by Alec Jeffreys.
• He used a satellite DNA/VNTR as probe that shows very
high degree of polymorphism.
• The VNTR belongs to a class of satellite DNA referred to
as mini-satellite.
• A small DNA sequence is arranged tandemly in many
copy numbers.
• The copy number varies from chromosome to
chromosome in an individual.
• The numbers of repeat show very high degree of
polymorphism.
• As a result the size of VNTR varies in size from 0.1 to 20
kb.
81. VNTR’S PROBES
They are natural small sequences of
DNA.
They are synthetic DNA fragments.
They are non- radioactive. They are radioactive.
They help in identification of a person. They help in identification of VNTR.
82. Technique of DNA Fingerprinting
• Isolation of DNA.
• Digestion of DNA by restriction endonucleases.
• Separation of DNA fragments by gel electrophoresis.
• Transferring (Southern blotting) of separated DNA fragments
to synthetic membranes, such as nitrocellulose or nylon.
• Hybridisation of DNA fragments using labelled VNTR probe.
• Detection of hybridised DNA fragments by autoradiography
(exposed to X ray film).
• After hybridisation with VNTR probe, the autoradiogram
gives many bands of differing sizes. These bands give a
characteristic pattern for an individual DNA.
• It differs from individual to individual in a population except
in case of monozygotic/identical twins.
• The sensitivity of the technique can be increased by use of
PCR.
83.
84. Application of DNA Fingerprinting
• DNA fingerprinting can be used in determining
the true biological father of a child.
• It is used in identifying criminals involved in
various crimes such as rapes.
• It is used in determining population and
genetic diversities.
• DNA fingerprinting can establish the closeness
of relation of an intending immigrant.