Informatie over MSc Medical Pharmaceutical Sciences: Pharmacoepidemiology & Pharmacoeconomics
Hieronder staan het programma en de vakomschrijvingen van MSc Medical Pharmaceutical Sciences: Pharmacoepidemiology & Pharmacoeconomics Klik op de naam van een vak in een schema om naar de omschrijving te gaan.
» General Outline | |||||||
Periode | Type | Code | Naam | Taal | ECTS | Uren | |
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hele jaar | verplicht | WMMP001-05 | Colloquium | Engels | 5 | ||
verplicht | WMMP002-05 | Essay | Engels | 5 | |||
verplicht | WMMP901-40 | Research Project 1 | Engels | 40 | |||
verplicht | WMMP902-30 | Research Project 2 | Engels | 30 | |||
semester I | verplicht | GKCPE001 | Basics in Medicine | Engels | 8 | ||
semester I a | verplicht | WMMP006-05 | Drug Development: from Design to Evaluation | Engels | 5 | ||
semester I b | verplicht | WMMP012-05 | Academic Skills | Engels | 5 | ||
verplicht | WMMP015-05 | Clinical Pharmacoepidemiology CANCELLED | Engels | 5 | |||
Opmerkingen | All elements in the general outline are mandatory* for the P&P-track. It is up to student to plan whether to take the courses in year 1 or year 2.
If you wish to do a Research Assignment, please see the Student Portal for more information: https://student.portal.rug.nl/infonet/studenten/fse/programmes/msc-mps/curriculum/electives Codes for grading the Research Assignment: WMMP014-05, WMMP014-10 or WMMP014-15, depending on the amount of ECTS (5, 10 or 15) | ||||||
» Master Courses | |||||||
Periode | Type | Code | Naam | Taal | ECTS | Uren | |
semester I a | keuzegroep A | WMFA040-05 | Pharmacoeconomics | Engels | 5 | 40 | |
keuzegroep A | WMFA041-05 | Pharmaco-epidemiology in Practice | Engels en Nederlands | 5 | |||
semester I b | keuze | WMFA001-05 | Advanced Pharmacoeconomics | Engels en Nederlands | 5 | variabel | |
keuze | WMMP010-05 | Reproductive Toxicology and Epidemiology | Engels | 5 | |||
semester II a | keuze | WMMP011-05 | Pharmacovigilance (2022/2023) | Engels | 5 | ||
Opmerkingen | Choose (at least) 1 from option group A. Students who did Introduction to Pharmacoeconomics in their Bachelor could also only take Advanced PharmacoEconomics. | ||||||
» Electives | |||||||
Periode | Type | Code | Naam | Taal | ECTS | Uren | |
hele jaar | keuze | WMBY019-05 | Animal Experimentation | Engels | 5 | ||
keuze | WMFA013-00 | Inleiding Farmaceutische Industrie | Nederlands | ||||
keuze | WMFA018-05 | Niet-steriele toedieningsvormen | Nederlands | 5 | |||
keuze | WMFA029-06 | Probleemoplossen in de producttechnologie | Engels en Nederlands | 6 | |||
semester I | keuze | WMSE002-10 | Introduction Science and Policy | Engels | 10 | 40 | |
keuze | WMMP004-01 | Microbiological Safety | Engels | 1 | 16 | ||
semester I a | keuze | WMMP005-05 | Advanced pharmacokinetics | Engels | 5 | ||
keuze | WMBC003-05 | Behavioural Pharmacology | Engels | 5 | |||
keuze | WMFA038-05 | Farmaceutische biologie practicum CANCELLED | Engels en Nederlands | 5 | |||
keuze | WMBM008-05 | From Big Data to Personalised Medicine | Engels | 5 | |||
keuze | WMSE001-10 | Introduction Science and Business | Engels | 10 | |||
keuze | WMMP007-05 | Molecular Toxicology | Engels | 5 | |||
keuze | WMMP008-05 | Pharmaceutical Design and Engineering | Engels | 5 | 140 | ||
keuze | WMBS005-05 | Tools and approaches of systems biology | Engels | 5 | |||
keuze | WMBM015-05 | Translational Research in Respiratory Disease | Engels | 5 | |||
semester I b | keuze | WMFA042-05 | Clinical Toxicology | Engels | 5 | ||
keuze | WMFA043-05 | Farmaceutische biotechnologie | Engels en Nederlands | 5 | |||
keuze | WMFA047-05 | Nanomedicine and nanosafety | Engels | 5 | |||
keuze | WMBM018-05 | Neurobiology of Psychiatric Disorders | Engels | 5 | |||
keuze | WMBY010-05 | Programming C++ for Biologists | Engels | 5 | |||
keuze | WMBY011-05 | Radioisotopes in Experimental Biology | Engels | 5 | |||
semester II | keuze | TEM0105 | Basiscursus Master Lerarenopleiding | Nederlands | 5 | variabel | |
keuze | TEM0205 | Masterstage 1 Lerarenopleiding | Nederlands | 5 | variabel | ||
keuze | WMBY014-05 | Orientation on International Careers | Engels | 5 | |||
semester II a | keuze | WMBM024-05 | Applied statistics and modeling | Engels | 5 | ||
keuze | WMBM025-05 | Big Data & Applications in biomedicine | Engels | 5 | |||
keuze | WMFA049-05 | Quantitative Bioanalysis | Engels | 5 | |||
keuze | WMEC006-05 | Skills in Science Communication | Engels | 5 | |||
keuze | WMBS014-05 | Transcriptomics | Engels | 5 | |||
semester II b | keuze | WMBY016-05 | Advanced Light Microscopy | Engels | 5 | ||
keuze | WMBY018-06 | Advanced Statistics | Engels | 6 | |||
keuze | WMFA051-10 | Medicinale Natuurstoffen | Engels en Nederlands | 10 | |||
keuze | WMFA048-05 | Pharmacology of Chronic Diseases and Ageing | Engels | 5 |
1 | Academic Skills | WMMP012-05 | |||||||||||||||||||||||||||
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2 | Advanced Light Microscopy | WMBY016-05 | |||||||||||||||||||||||||||
In this course students learn various aspects of modern advanced light and fluorescence microscopy techniques. The course includes basic knowledge on light microscopy, several aspects of fluorescence microscopy, including the principles of fluorescence, properties of fluorescent dyes and proteins, wide field-, confocal-, SIM-, TIRF- and spinning disc microscopy, advanced fluorescence microscopy techniques such as FRET,FLIM and FCS as well as super resolution microscopy. Additional topics include live cell imaging, image processing and analysis and artifacts in fluorescence microscopy. The course consists of a theoretical part (lectures), practicals and a short research project. Assessment is via the preparation and presentation of a poster that contains the results of the research project and a written examination | |||||||||||||||||||||||||||||
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3 | Advanced Pharmacoeconomics | WMFA001-05 | |||||||||||||||||||||||||||
Students will learn to design, implement, and analyse health economic decision models. An important application of these models are cost-effectiveness analyses. They will learn to judge what input data are needed to populate their model and from what sources these can be obtained. Model types covered are: decision trees, macro level state transition models (Markov cohort models), and patient-level models. The differences between these models, for example in how patient heterogeneity is handled, will be explored. Several statistical techniques needed to obtain useful input data including parametric survival analysis will be discussed. Insight into the role of sensitivity analysis and the different options for this will be given. This includes probabilistic sensitivity analysis and value of information analysis. | |||||||||||||||||||||||||||||
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4 | Advanced pharmacokinetics | WMMP005-05 | |||||||||||||||||||||||||||
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5 | Advanced Statistics | WMBY018-06 | |||||||||||||||||||||||||||
Content: Introduction to R and review of basic statistics. Further topics: general linear models (ANOVA, ANCOVA, multiple regression); generalized least squares; mixed models; generalized linear models; generalized linear mixed models; Bayesian analysis and MCMC; animal models; multivariate analysis. During the last week of the course analysis and presentation of own data set. Description: This course teaches advanced statistical analysis almost from the ground up. The only requirement is some familiarity with basic statistical concepts and methods, such as taught in most introductory statistics courses. Some experience with R is useful but not crucial. During the first three days, basic methods and R will be reviewed to refresh your memory. During the next three weeks, cutting-edge techniques such as GLMMs, power analyses and Bayesian MCMC models will discussed and practiced. Each day will start with a review of the exercises of the previous day, followed by lectures and new computer labs. Mathematics will be kept to a minimum, and in addition to developing analytical skills, the course also puts much emphasis on producing effective and great-looking graphs (mostly using the ggplot2 package). The last week of the course will be dedicated to analyzing your own data, unleashing the newly learned techniques. If you have no data yet, alternative suitable data will be found elsewhere or simply created de novo with simulation models. Your methods, results and conclusions will be documented in a report which will be graded. | |||||||||||||||||||||||||||||
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6 | Animal Experimentation | WMBY019-05 | |||||||||||||||||||||||||||
The aim of the course is to prepare students starting a master research project in which they participate in animal experimentation, with respect to methodological, practical and ethical aspects. Students will then be prepared to carry out the masterproject, under supervision of and guided by the CCD permit holder. Detailed instructions are found in Nestor, where students have to first fill in an Introduction form to be fully enrolled in the course. This course has a blended classroom format. It consists of a single contact event, whereas theoretical instruction is completely via e-learning, consisting of videos, quizzes, and assignments. Assessment is via essay questions. As the practical part, the students complete an online portfolio in collaboration with their master project instructions, and after approval of the portfolio, they receive project-specific, practical training from their supervisors. The theoretical part consists of 5 modules which guide students through the project steps as follows: (1) Preparations and ethical considerations, (2) Research question, experimental and statistical design, (3) Rules & Regulations, (4) Welfare monitoring, and (5) Scientific Publication. By in-depth reading, looking up content on the internet and by self-reflection, students will learn about scientific, practical and societal aspects of working with animals during their master project. The 5 modules contain information on •Ethics and researcher integrity in animal and human experimentation •Rules & Regulations in animal and human experimentation •Research question, experimental and statistical design •Choice of experimental model and subjects, and •Animal experimentation in practice For research involving humans, students must consult with their supervisors. From autumn 2021 onwards, students will require to purchase a small reader with study materials. | |||||||||||||||||||||||||||||
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7 | Applied statistics and modeling | WMBM024-05 | |||||||||||||||||||||||||||
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8 | Basics in Medicine | GKCPE001 | |||||||||||||||||||||||||||
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9 | Basiscursus Master Lerarenopleiding | TEM0105 | |||||||||||||||||||||||||||
Bij dit vak doet de student basale kennis en vaardigheden op over het beroep als (vak)docent. Hij volgt daartoe (online) algemene colleges op het terrein van de pedagogiek en didactiek. Daarnaast neemt de student, onder leiding van de vakdidacticus, deel aan fysieke en/of online bijeenkomsten rond vakdidactiek. De student leert hoe een les te plannen en te evalueren, traint in het geven van deellessen, leert wat het betekent om voor een groep pubers te staan en wat hen motiveert en wat het belang is van een veilig leerklimaat. De student krijgt opdrachten mee die uitgevoerd worden in de onderwijspraktijk (Masterstage 1), leert hoe je gegevens verzamelt over die onderwijspraktijk (observaties, interviews, leerlingvragenlijsten) en hoe je die praktijk vanuit de theorie kunt analyseren. De student oriënteert zich daarmee op alles wat hem tijdens het vervolg van de opleiding te wachten staat en bouwt een realistisch beeld op van zijn geschiktheid voor dat vervolg. | |||||||||||||||||||||||||||||
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10 | Behavioural Pharmacology | WMBC003-05 | |||||||||||||||||||||||||||
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11 | Big Data & Applications in biomedicine | WMBM025-05 | |||||||||||||||||||||||||||
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12 | Clinical Pharmacoepidemiology CANCELLED | WMMP015-05 | |||||||||||||||||||||||||||
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13 | Clinical Toxicology | WMFA042-05 | |||||||||||||||||||||||||||
In deze cursus komen de volgende onderwerpen aan bod:
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14 | Colloquium | WMMP001-05 | |||||||||||||||||||||||||||
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15 | Drug Development: from Design to Evaluation | WMMP006-05 | |||||||||||||||||||||||||||
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16 | Essay | WMMP002-05 | |||||||||||||||||||||||||||
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17 | Farmaceutische biologie practicum CANCELLED | WMFA038-05 | |||||||||||||||||||||||||||
Het keuzevak Farmaceutische Biologie zal gericht zijn op het soort onderzoek dat binnen de afdeling Farmaceutische Biologie door promovendi wordt gedaan. Deelnemers krijgen voor de duur van het practicum een onderzoeksproject op het gebied van isoleren/produceren en identificeren van farmaceutische stoffen. Door gebruik te maken van genetisch gemodificeerde organismen wordt getracht om op synthetische wijze farmaceutische stoffen te produceren in celsystemen. Naast het identificeren en analyseren gaan we tevens bepalen wat de biologische effecten zijn van de geïsoleerde stoffen op cellijnen middels celbiologische assays. De technieken die aan de orde komen zijn eiwitisolatie, weefselkweek, microscopie, cytotoxiciteit assays, immunodetectie en western blot analysis. Binnen dit practicum wordt van de deelnemers een grote mate van zelfstandigheid en inventiviteit verwacht. | |||||||||||||||||||||||||||||
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18 | Farmaceutische biotechnologie | WMFA043-05 | |||||||||||||||||||||||||||
Kennismaken met methoden voor moleculair biologisch en biotechnologisch onderzoek naar: - De synthese en transformatie van farmaceutisch relevante verbindingen m.b.v. plantencel/weefselcultures, bacteriën en geïsoleerde enzymen. - Het ontwikkelen van cytokines (eiwitten) en enzymen met veranderde eigenschappen door protein engineering/directed evolution. - De secretie van biopharmaceuticals door bacteriën. - Nieuwe mogelijkheden voor gentherapie. Technieken: DNA-isolatie, Polymerase-kettingreactie (PCR), DNA-clonering, eiwit-expressie, eiwitisolatie, enzymassays, analyse van stoffen met HPLC en NMR, kweektechnieken voor bacteriën, humane cellen en/of plantencellen. | |||||||||||||||||||||||||||||
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19 | From Big Data to Personalised Medicine | WMBM008-05 | |||||||||||||||||||||||||||
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20 | Inleiding Farmaceutische Industrie | WMFA013-00 | |||||||||||||||||||||||||||
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21 | Introduction Science and Business | WMSE001-10 | |||||||||||||||||||||||||||
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22 | Introduction Science and Policy | WMSE002-10 | |||||||||||||||||||||||||||
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23 | Masterstage 1 Lerarenopleiding | TEM0205 | |||||||||||||||||||||||||||
Bij Masterstage 1 loopt de student stage op een school voor voortgezet onderwijs (in de regel twee dagen per week) onder begeleiding van een vakcoach. Hij verricht observaties, interviewt leerlingen, bereidt (deel)lessen voor, geeft ze en bespreekt ze na met de vakcoach. De student verzamelt informatie en feedback over de kwaliteit van het eigen handelen (o.a. door de afname van een leerlingenquête), rapporteert daarover en beschrijft zijn ervaringen in een stageverslag. De student oriënteert zich daarmee op het leraarschap en leert hoe je in de context van de school onderzoekend kunt werken aan het sturen van je ontwikkeling. In de context van de stage voert de student daarnaast opdrachten uit in het kader van de basiscursus lerarenopleiding (TEM0105), die parallel is georganiseerd aan de stage. | |||||||||||||||||||||||||||||
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24 | Medicinale Natuurstoffen | WMFA051-10 | |||||||||||||||||||||||||||
De cursus is gericht op geneesmiddelen die uit de natuur geïsoleerd kunen worden. Deelnemers krijgen voor de duur van de cursus een onderzoeksproject. Hierbij worden eerst uit plantaardig materiaal natuurstoffen (b.v. alkaloiden, terpenoiden, flavonoiden) geïsoleerd volgens bestaande of nieuw te ontwikkelen voorschriften. De geïsoleerde verbindingen worden geïdentificeerd en geanalyseerd m.b.v. TLC, IR, GC, GC-MS, HPLC, LC-MS en NMR (H1,C13). Tevens wordt de relevantie van deze analyses voor de werking als geneesmiddel onderwezen. De voortgang van de projecten wordt wekelijks met behulp van Powerpoint gepresenteerd. Binnen dit practicum wordt van de deelnemers een grote mate van zelfstandigheid en inventiviteit verwacht. | |||||||||||||||||||||||||||||
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25 | Microbiological Safety | WMMP004-01 | |||||||||||||||||||||||||||
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26 | Molecular Toxicology | WMMP007-05 | |||||||||||||||||||||||||||
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27 | Nanomedicine and nanosafety | WMFA047-05 | |||||||||||||||||||||||||||
This course covers the following topics: • nanomedicine for drug delivery and drug targeting • nanomedicine applications other than drug delivery and drug targeting (organ-on-a-chip devices, tissue regeneration, stem cell differentiation and assisted surgery) • overview of main classes of nanomedicines, such as lipid based drug carriers, polymer based drug carriers, inorganic nanoparticles, antibodies and immunoconjugates, biomimetic materials, viral based nanocarriers • drug carriers and targeted drugs currently on the market and in clinical trials • challenges in nanomaterial design for successful targeting and barriers to drug delivery; • methods to characterize nano-sized drug carriers after synthesis and once applied in biological environments (size, charge, stability in biological fluids such as blood); • behavior of nano-sized materials at cellular and and organism level (uptake, distribution, final fate, eventual effects on cellular functions); • potential risks and safety concerns for nanomedicines and nano-sized materials not intended to be in contact with humans and living organisms (other nanotechnologies). | |||||||||||||||||||||||||||||
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28 | Neurobiology of Psychiatric Disorders | WMBM018-05 | |||||||||||||||||||||||||||
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29 | Niet-steriele toedieningsvormen | WMFA018-05 | |||||||||||||||||||||||||||
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30 | Orientation on International Careers | WMBY014-05 | |||||||||||||||||||||||||||
Research topics will be provided by participating companies or organizations. Research topics are typically centered on biotechnology and bioprocessing, ecology, population science or pharmaceutical science. Students are expected to investigate the literature and other sources on the assigned topic, and will work in interdisciplinary teams to combine their findings in written and oral reports. The students will be mentored by a supervisor, with whom they discuss their findings, prepare a written report and oral presentation, and receive a grade from. The completed work will be followed up with the Study Tour along the participating companies organised by GLV-idun where a site visit is combined with a presentation of the company on aims and acquisition of scientific staff. During the visit each groups will also present their findings to their participating companies and hand over the written report. | |||||||||||||||||||||||||||||
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31 | Pharmaceutical Design and Engineering | WMMP008-05 | |||||||||||||||||||||||||||
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32 | Pharmacoeconomics | WMFA040-05 | |||||||||||||||||||||||||||
An introduction to pharmacoeconomics, with a focus on economic evaluation (cost-effectiveness analysis). The course consists of lectures, guest lectures and practicals. Next to this students will work on an assignment to critically assess a published cost-effectiveness study and practice model-based cost-effectiveness analysis by rebuilding the study model. | |||||||||||||||||||||||||||||
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33 | Pharmaco-epidemiology in Practice | WMFA041-05 | |||||||||||||||||||||||||||
Colleges over Farmaco-epidemiologie worden gegeven ter verdieping op de basiscursus Farmaco-epidemiologie. Studenten werken epidemiologische opdrachten uit. Tevens wordt er een computerpracticum gegeven en hebben studenten 2 keer per week een contactuur met docenten. | |||||||||||||||||||||||||||||
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34 | Pharmacology of Chronic Diseases and Ageing | WMFA048-05 | |||||||||||||||||||||||||||
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35 | Pharmacovigilance (2022/2023) | WMMP011-05 | |||||||||||||||||||||||||||
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36 | Probleemoplossen in de producttechnologie | WMFA029-06 | |||||||||||||||||||||||||||
Tijdens de cursus werken de studenten in groepjes aan problemen en ontwikkelingsprojecten welke afkomstig zijn uit de praktijk. Uitgaande van het door de studenten zelf opgestelde werkplan moet onderzoek worden uitgevoerd waarmee de aangereikte problemen kunnen worden opgelost of het gevraagde ontwikkelingsdoel bereikt. | |||||||||||||||||||||||||||||
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37 | Programming C++ for Biologists | WMBY010-05 | |||||||||||||||||||||||||||
This course, which is specifically designed for biology students, teaches the participants how to develop software in the programming language C++. Emphasis is given to the implementation of biological models, using individual-based simulations and various numerical methods for dynamical systems analysis. Students are able to tailor the contents of the course to their own level of proficiency. For students with no prior programming experience, the course offers an introduction to the essentials of the C++ programming language, including: • Procedural programming: data types, operators, program flow and functions • The Standard Template Library • Data input, generation of output including statistics like mean and standard deviation • Numerical simulation techniques for biological models More experienced programmers (including those who followed the BSc level course WBBY015-05) can instead focus on advanced topics, such as: • Program design, algorithms and debugging • Pointers and memory allocation • Object-oriented programming • Pseudo-random numbers and stochastic simulations The course consists of two parts: during the first three weeks (5 ECTS), students extend their programming skills by learning a new element of the programming language each day, and practise its application in programming exercises. Students then have the option to apply their newly acquired skills in practice by working on an extended three-week programming project (+5 ECTS). Here, students work on a biological research question of their choice and design and implement a simulation algorithm from scratch. Students preparing for a theoretical MSc project, can use the project to develop a first implementation of the simulation code for their project. Participants also learn how to systematically collect simulation data, and to present their results in an oral presentation, with associated annotated program code and documentation. The course is also available as a self-study course. | |||||||||||||||||||||||||||||
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38 | Quantitative Bioanalysis | WMFA049-05 | |||||||||||||||||||||||||||
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39 | Radioisotopes in Experimental Biology | WMBY011-05 | |||||||||||||||||||||||||||
RPO Dispersible Radioactive Materials-D is the minimum expert level which allows you to work with radioisotopes at the university and university hospital (UMCG). It is an official expert level supervised and regulated by the Dutch Government. The University of Groningen is one of the few official recognized institutes were you can obtain certificates of the official radiation expert levels. At the end of the 1st week you will HAVE to pass the RPO DRM-D test to be allowed to participate in the remainder of the course. NOTE: For the course an additional registration is needed apart from Progress for participating in an official RPO DRM-D course. Topics will include: • Radioisotope detection using X-ray film • The (advanced liquid) scintillation counter • In vitro labeling of nucleic acids and proteins • Subcellular localization of biological molecules • Radioisotopes and immunoassay • Pharmacological techniques • Biological effect of radiation The final part of the course consist of chronobiological research question regarding Melatonin using a Radioimmunoessay (RIA). The students will be their own research subjects. The results will be discussed in a concluding tutorial. | |||||||||||||||||||||||||||||
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40 | Reproductive Toxicology and Epidemiology | WMMP010-05 | |||||||||||||||||||||||||||
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41 | Research Project 1 | WMMP901-40 | |||||||||||||||||||||||||||
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42 | Research Project 2 | WMMP902-30 | |||||||||||||||||||||||||||
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43 | Skills in Science Communication | WMEC006-05 | |||||||||||||||||||||||||||
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44 | Tools and approaches of systems biology | WMBS005-05 | |||||||||||||||||||||||||||
In the course, students should become familiar with the modern tools and approaches of systems biology. Specifically, the course will introduce (i) the principles of the powerful omics measurement technologies, (ii) the computational concepts used to extract information from these large data sets, and iii) how mathematical models can be used to investigate complex biological systems. These concepts and approaches will be illustrated with examples from metabolism-related research such that the students also gain further knowledge in this particular field of biology. The course consists of three parts: 1) lectures, focusing on overview of tools with examples from recent literature; 2) practical work in which students perform computational analyses and develop their own mathematical models; 3) assignments in which students prepare short presentations on questions related to recent literature | |||||||||||||||||||||||||||||
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45 | Transcriptomics | WMBS014-05 | |||||||||||||||||||||||||||
In this course, theory and practicals are combined to give an in-depth view of transcriptomics research in eukaryotes and prokaryotes. This master course is divided into three parts. The first part focuses on the theoretical background of Next Generation Sequencing (DNA-Seq and RNA-Seq) and on how important the role of RNA is in modern science. The assessment for this part consists of a literature case study on ChIP-Seq in Eukaryotes. The second part consists of 3 - 4 days lab work to practice working with RNA; quality control of the RNA, library preparation for Next Generation Sequencing and running samples on an Illumina sequencer. The projects selected for this part are based on research questions of PhD students and post-doctoral fellows of the department of Molecular Genetics. In principle the experiment has not been done before, which means that the generated data is novel. The last part of the course concerns statistics and data analysis on High-Performance Computing required for transcriptome analyses. Students will analyze and draw conclusions on their own datasets and will link results to biological knowledge by using additional statistical methods. Also, based on their findings, students will be encouraged to propose ideas for further experiments. | |||||||||||||||||||||||||||||
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46 | Translational Research in Respiratory Disease | WMBM015-05 | |||||||||||||||||||||||||||
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