...APPLICATION OF STATISTICS IN MEDICAL GENETICS INTRODUCTION "Significance" has a very particular meaning in biology thanks to statistics. How does this term prove an experiment's results are worth special attention? Once one has performed an experiment, how can one tell if the results are significant? For example, say if we are performing a genetic cross in which we know the genotypes of the parents. In this situation, we might hypothesize that the cross will result in a certain ratio of phenotypes in the offspring. But what if our observed results do not exactly match our expectations? How can we tell whether this deviation was due to chance? The key to answering these questions is the use of statistics, which allows us, geneticists, to determine whether our data are consistent with our hypothesis. Statistics and Human Genetics are twin subjects, having grown with the century together, and there are many connections between the two. Some fundamental aspects in particular the concept of Analysis of Variance, first arose in Human Genetics, while statistical and probabilistic methods are now central to many aspects of analysis of questions is human genetics. The most common areas where one can find an extensive applications of statistical methods in human genetics is * Human Genome Project * Linkage Analysis * Sequencing STATISTICAL GENETICS Statistical Genetics involves the identification of genetic variation to help us understand why certain people are...
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...Molecular analysis of Jawahar Rice Hybrids for genetic purity and fingerprinting Amrita Ingole, Abstract Varietal identification and genetic purity has attained critical importance worldwide especially in the context of plant variety protection. The estimation of hybrid seed purity is done conventionally by grow out test, which is based on the assessment of morphological and floral traits in plants grown to maturity, which locks up the capital while awaiting the results for GOT. GOT could be replaced with DNA based assays. The present investigation was undertaken with an objective to identify distinguishable microsatellite markers to establish fingerprinting of rice (Oryza sativa L.) hybrids, assessing variation within parental lines and testing the genetic purity of hybrid seed develpod by JNKVV Jabalpur, 4 cms, 4 restores and 5 hybrids were employed in this study. About 52 most informative microsatellite markers were employed for fingerprinting five rice hybrids and their parental lines. A total of 77 alleles were detected, and the number of alleles per locus ranged from 1 to 6, with an average of 2.56±1.33 primer pair. Eleven markers amplified specific alleles those separated the male from female lines. 13 markers were found polymorphic for female lines. Marker RM 164 clearly differentiates all the 4 CMS lines under study. 24 markers were found polymorphic among the male parents. No such marker was found that could differentiate all the male lines from each other...
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...G×M×E adaptation or fitness landscape. Here we consider design of an integrated systems approach to crop improvement that incorporates advanced technologies in molecular markers, statistics, bio-informatics, and crop physiology and modelling. We suggest that such an approach can enhance the efficiency of crop improvement relative to conventional phenotypic selection by changing the focus from the paradigm of identifying superior varieties to a focus on identifying superior combinations of genetic regions and management systems. A comprehensive information system to support decisions on identifying target combinations is the critical core of the approach. We discuss the role of ecophysiology and modelling in this integrated systems approach by reviewing (i) applications in environmental characterization to underpin weighted selection; (ii) complex-trait physiology and genetics to enhance the stability of QTL models by linking the vector of coefficients defining the dynamic model to the genetic regions generating variability; and (iii) phenotypic prediction in the target population of environments to assess the value of putative combinations of traits and management...
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...Analysis of DNA samples to identify individuals by characteristics of their DNA, known as DNA profiling, is used in forensic science to establish the guilt or innocence of criminal suspects, to identify victims, to determine paternity, and to contribute to basic research. The polymerase chain reaction (PCR) is used to replicate certain regions of the DNA sample. The short tandem repeat (STR) analysis is used to compare the length of STR sequences at specific sites in the genome. In the restriction fragment length polymorphism (RFLP) analysis, a DNA sample is cut into small pieces using a restriction enzyme, which are them separated by size and made visible on a gel. Population evolution, the generation-to-generation changes in a population’s frequency of alleles, can be used to estimate the frequency of a harmful allele, which can be useful in dealing with genetic diseases. Three examples of this evolution are genetic drift, gene flow, and natural selection. Genetic drift is a change in the gene pool of a small population due to chance. Gene flow is a genetic exchange with another population, which may add or remove alleles. In natural selection, the individuals with heritable traits suitable to the local environment generally leave more surviving, fertile offspring....
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...(2009) Analysis of diversity among cytoplasmic male sterile sources and their utilization in developing F1 hybrids in Pearl millet [Pennisetum glaucum (R.) Br] C. Tara Satyavathi*, Sakkira Begum, B. B. Singh, K. V. Unnikrishnan and C. Bharadwaj Division of Genetics, Indian Agricultural Research Institute, New Delhi 110 012 Abstract The present study aims at analysis of diversity among parental lines of different cytoplasmic sources and their utilization in developing F1 hybrids. Seven male sterile cytoplasmic lines belonging to A1 – 3; A4 – 2 and A5 – 2 were crossed with three elite restorers. The cluster analysis done with molecular data obtained from genomic DNA using SSR markers grouped the parental lines belonging to A1 cytoplasm into one cluster, A4 into one and A5 into the other. The assessment of the performance of the F1 hybrids was done through standard heterosis, heterobeltiosis and economic heterosis. The study clearly indicated that all the seven cytoplasmic male sterile lines coming from different cytoplasmic sources are capable of producing new superior hybrids. Physiological characters like chlorophyll, relative carotenoids and root length density have also been studied to assess the performance of parents and F1 hybrids. Higher economic heterosis was observed for yield in A 1 cytoplasm compared to A4 and A5 cytoplasms. Desirable effects of earliness and maturity can be obtained using A4 cytoplasm while desirable heterosis could be obtained for plant height...
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...Economic Forecasting Paper Two historical economic data where information can be found are Bureau of Economic Analysis, U.S. Department of Commerce and FRED, Economic Time-Series Database. The FRED database comprises the national economic and financial statistics as well as interest rates, consumer price indexes, employment and population and trade data. This database is a valuable source because this consents populaces to see how the country's financial state is. The Bureau of Economic Analysis includes estimates concerning national, international, and regional economic activity. The first source that I would use is the U.S Department of Commerce/ Bureau of Economic Analysis. I would use this source because the data here is first accurate and for the most part of to date. This site gives you real up to date data on the real GDP. This resource gives you data on consumer spending which is one important resource that needs to be looked at and tells us how the economy is doing. The second source that I would use is the National Bureau of Economic Research. This site gives you additional sites for gathering data relating to historical economic data. For economic forecast data I would use information gathered from Dow Jones Average which provides not only historical data and can gives us an outlook on how the economy is doing and can predict the future on our economy. With these resources a qualitative factor can be that most of these resources can expert driven who can in turn...
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...ASSESSING SAFETY OF GENETICALLY MODIFIED FOOD Introduction Today we use food that come from plants and animal modified by human through breeding, undergoing genetic changes from many thousand years. Plants and animals which have desire characteristics were chosen for breeding new generation. Desired characteristics arose from naturally occurring variations in genes of plants and animals. Hence genetic modification occurs naturally and forms the base of evolution. Techniques used today to modify genes provide new ways to identify special characteristics and transfer them in plants and animals. For example, it is now easy to make copy gene of an organism and insert it another organism for desire characters. The resulting plants and animals has...
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...* DNA technology – Methods for studying and manipulating genetic material, has rapidly revolutionized the field of forensics, the scientific analysis of evidence for legal investigators * Has practical applications beyond its use in forensic science * Include the use of gene cloning in the production of medical and industrial products, the development of genetically modified organisms for agriculture, and even the investigation of genealogical questions * DNA evidence was used to solve a double murder in England * Showed that two murders could have been committed by the same person * Showed the innocence of someone who confessed to one of the murders * Showed the absence of a match in 5,000 men tested when the murderer persuaded another man to donate blood in his name * Showed a match with the murder and DNA found with both victims * Biotechnology: The manipulation of organisms or their components to make useful products * Grew out of discoveries made about 60 years ago by American geneticists Joshua Lederberg and Edward Tatum * Performed a series of experiments with E.coli that demonstrated that two individual bacteria can combine genes * Genetic engineering involves manipulating genes for practical purposes * Gene cloning leads to the production of multiple identical copies of a gene-carrying piece of DNA * Recombinant DNA is formed by joining DNA sequences from two different sources ...
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...expression of the genetic information in any call. It is a universal process that occurs in every cell. The genetic information is stored in the DNA. During gene expression DNA is transcript to RNA and these RNA are transcribed to proteins. Bioinformatics deals with the genetic information which involves collecting, analyzing, manipulating and predicting etc. For the functioning of bioinformatics it is essential to know the genetic information that is stored in DNA. Therefore sequencing of DNA, genes or genomes is the fundamental need in bioinformatics. Organisms that are used in biological experiments in laboratories are called ‘model organisms’, of which most genomes are sequenced at present (rat, yeast, Arabidopsis; plant model organism) These sequenced genomes could be analyzed using bioinformatics tools in order to identify genes of significance as in drought tolerance genes in plants etc. Information revealed from sequencing could be studied using bioinformatics tools to understand its underlying mechanisms and to generate models that could be used in further studies. This information could also be used in evolutionary studies, micro array analysis, identification of genetic disorders (Alzheimer’s disease, breast cancer, cystic fibrosis, spinal muscular atrophy etc.) Discoveries have revealed that despite of the universality of the central dogma the regulation mechanisms in cells tend to create variations in the results of the same genetic material....
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...during next 20 years. It would require to improve national average yield from 2.8 to 3.8 t/ha (2030). There is 60% yield gap in wheat that is required to be tapered. There are several agronomic, physiological, political and managerial factors responsible for low yield in Pakistan. Among them ill management is more conspicuous of all. Since management skills vary from area to area, productivity also vary from region to region. In addition there is yield gap between progressive and common farmers which may attribute to several ignorance factors. Conventional plant breeding has been practicing successfully since 1960’s for production of improved wheat varieties but has limited potential to meet such a great challenge with limited gene pool. Genetic engineering techniques are gaining popularity and desired gene isolated from any genetic background can be inserted into wheat genome imparting improved characteristics. Different genetic engineering approaches have been employed to increase agronomic properties of different crops. In this new era of research development, transcription factors are gaining much interest towards improvement of...
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...Authoritative Research 01/17/2015 Professor Noah Horwitz Group A Genetically Modified Organisms In my section of the report I will be handling the vital Political and legal impacts of the genetically modified organisms. My research is geared towards the political view of the genetically modified Organisms against the legality of the whole program. Genetically modified crops (GMCs, GM crops, or biotech crops) are plants used in agriculture, the DNA of which has been modified using genetic engineering techniques. In most cases the aim is to introduce a new trait to the plant which does not occur naturally in the species. Examples in food crops include resistance to certain pests, diseases, or environmental conditions, reduction of spoilage, or resistance to chemical treatments (e.g. resistance to a herbicide), or improving the nutrient profile of the crop. Examples in nonfood crops include production of pharmaceutical agents, biofuels, and other industrially useful goods, as well as for bioremediation. Farmers have widely adopted GM technology. Between 1996 and 2013, the total surface area of land cultivated with GM crops increased by a factor of 100, from 17,000 square kilometers (4,200,000 acres) to 1,750,000 km2 (432 million acres).10% of the world's croplands were planted with GM crops in 2010.There is general scientific and legal agreement that food on the market derived from GM crops poses no greater risk to human health than conventional food. GM...
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...Definition: - Deferred costs: costs that are not recognized immediately, but must be paid later - External costs: the transfer of the costs to society - Pollution costs: expenses to correct pollution when it is occurred - Pollution prevention costs: costs to prevent pollutions from happening. 2. What is cost benefit analysis (CBA)? What are the key steps for CBA? - Cost benefit analysis is a formal quantitative method for assessing the costs and benefits of competing uses of a resource or solutions to a problem and deciding which is the most effective. There are four key steps for CBA : - Identification of the project to be evaluated. - Determination of all impacts, favorable and unfavorable present and future on all society - Determination of all value impacts, either directly through market value or indirectly through price estimate - Calculation of the net benefit, which is the total value of positive impacts less the total value of negative impacts. 3. What are the key steps in Scientific Methods? Explain each of them. => Observation: we use our senses or an extension of our senses to analysis an event. => Questioning and exploring: we ask ourselves what will happen. Some questions may be simple speculation, but others may inspire you to further investigation => constructing hypotheses: we try to provide a possible answer to a question or an explanation for an observation that can be tested => testing hypotheses: we collect...
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...“blending” hypothesis. ° This hypothesis proposes that genetic material contributed by each parent mixes in a manner analogous to the way blue and yellow paints blend to make green. ° With blending inheritance, a freely mating population will eventually give rise to a uniform population of individuals. ° Everyday observations and the results of breeding experiments tell us that heritable traits do not blend to become uniform. • An alternative model, “particulate” inheritance, proposes that parents pass on discrete heritable units, genes, that retain their separate identities in offspring. ° Genes can be sorted and passed on, generation after generation, in undiluted form. • Modern genetics began in an abbey garden, where a monk named Gregor Mendel documented a particulate mechanism of inheritance. A. Gregor Mendel’s Discoveries 1. Mendel brought an experimental and quantitative approach to genetics. • Mendel discovered the basic principles of heredity by breeding garden peas in carefully planned experiments. • Mendel grew up on a small farm in what is today the Czech Republic. • In 1843, Mendel entered an Augustinian monastery. • He studied at the University of Vienna from 1851 to 1853, where he was influenced by a physicist who encouraged experimentation and the application of mathematics to science and by a botanist who stimulated Mendel’s interest in the causes of variation in plants. • These influences came together in Mendel’s...
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...Genetic modification is natural selection on steroids. Plants can be breed to Embryos can receive genetically modifying injections throughout the pregnancy, or can be injected into the egg and placed in a surrogate mother. The goal of GMO’s is to enhance a particular feature e.g., size, taste, color, or immunity. Sometimes one change in the genome leads to unintentional side-effects. [1] I recommend the film, Genetic Roulette. It enlightens even the most skeptical viewer of the GMO’s environmental and health concerns. For example are bovine sent to slaughter are usually treated with growth hormones throughout their life. In some cases, the growth hormones immobilize the animal from its sheer weight. The main concern however is not indirect growth hormones, but side effects from herbicides. As ludicrous as it sounds, genetically modified plants have earned insecticidal properties. After an insect eats part of the plant, the insecticide will cause the rupture the insect’s stomach and effectively killing it. If people eat large amounts of insecticide treated plants, the big question is whether large dosages can also cause human health risks. The film notes a correction between leaky gut syndrome and GMOs with insecticides. [2] Unfortunately, this would come across as junk science or zealotry. [3] Thus, economic...
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...Food in a future of 10 billion Nina V Fedoroff* Abstract Over the past two centuries, the human population has grown sevenfold and the experts anticipate the addition of 2–3 billion more during the twenty-first century. In the present overview, I take a historical glance at how humans supported such extraordinary population growth first through the invention of agriculture and more recently through the rapid deployment of scientific and technological advances in agriculture. I then identify future challenges posed by continued population growth and climate warming on a finite planet. I end by discussing both how we can meet such challenges and what stands in the way. Keywords: Population growth, Agriculture, Domestication, Genetic modification, Technology Background Today we have enough food to meet the world’s needs. Indeed, we have an extraordinary global food system that brings food from all over the planet to consumers who can afford to buy it. The food price spike of 2008 and the resurgence of high food prices in recent years have had little impact on the affluent citizens of the developed world who spend a small fraction of their income on food. By contrast, food prices have a profound impact on the world’s poorest people. Many of them spend half or more of their income on food. During the food price crisis of 2008, there were food riots in more than 30 countries. Unrest in the Middle East and North Africa tracks with the price of food, as is dramatically...
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