State of the Union... Functional Genomics Research Stream. Molecular Biology. Genomics. Computational Biology

Samankaltaiset tiedostot
Functional Genomics & Proteomics

CS284A Representations & Algorithms for Molecular Biology. Xiaohui S. Xie University of California, Irvine

Inferring Trichoderma reesei gene regulatory network

Master's Programme in Life Science Technologies (LifeTech) Prof. Juho Rousu Director of the Life Science Technologies programme 3.1.

arxiv: v1 [stat.ml] 27 Feb 2011

Genome 373: Genomic Informatics. Professors Elhanan Borenstein and Jay Shendure

Experimental Identification and Computational Characterization of a Novel. Extracellular Metalloproteinase Produced by Clostridium sordellii

Viral DNA as a model for coil to globule transition

Basset: Learning the regulatory code of the accessible genome with deep convolutional neural networks. David R. Kelley

Bioinformatics in Laboratory of Computer and Information Science

VIIKKI BIOCENTER University of Helsinki

Bioinformatiikan maisteriohjelma

Eukaryotic Comparative Genomics

NBE-E4510 Special Assignment in Biophysics and Biomedical Engineering AND NBE-E4500 Special Assignment in Human. NBE-E4225 Cognitive Neuroscience

Manolis Kellis Piotr Indyk

FETAL FIBROBLASTS, PASSAGE 10

Supporting Information for

tgg agg Supplementary Figure S1.

Predicting evolutionarily conserved regions (ECRs) in the Xenopus tropicalis genome using a MultiPipMaker-based bioinformatic strategy

MALE ADULT FIBROBLAST LINE (82-6hTERT)

B3206 Microbial Genetics

Computational personal genomics: selection, regulation, epigenomics, disease

Bioinformatics. Sequence Analysis: Part III. Pattern Searching and Gene Finding. Fran Lewitter, Ph.D. Head, Biocomputing Whitehead Institute

Bioinformatiikan maisteriohjelman infotilaisuus Exactum D122

LIFE2000 rahoitettavat hankkeet

Supporting information

Constructive Alignment in Specialisation Studies in Industrial Pharmacy in Finland

Plasmid Name: pmm290. Aliases: none known. Length: bp. Constructed by: Mike Moser/Cristina Swanson. Last updated: 17 August 2009

Elintarvikealan tutkimus, kehitys ja innovointi Oulun yliopistossa biotieteen näkökulma Hely Häggman

HITSAUKSEN TUOTTAVUUSRATKAISUT

WP3 Decision Support Technologies

Page 1 of 9. Ryhmä/group: L = luento, lecture H = harjoitus, exercises A, ATK = atk-harjoitukset, computer exercises

11/17/11. Gene Regulation. Gene Regulation. Gene Regulation. Finding Regulatory Motifs in DNA Sequences. Regulatory Proteins

VIIKKI BIOCENTER University of Helsinki

Toimintamallit happamuuden ennakoimiseksi ja riskien hallitsemiseksi turvetuotantoalueilla (Sulfa II)

Basic Flute Technique

Plasmid construction PCR reactions were carried out with Pfu or Pfu turbo polymerases (Stratagene) unless otherwise stated.

ISEB/ISTQB FOUNDATION CERTIFICATE IN SOFTWARE TESTING III

Strain or plasmid Description a Reference or source b. 168 trpc2 Laboratory. 1A780 trpc2 sigb::spc BGSC

CHEM-C2300 Solu- ja molekyylibiologia Syksy 2015

In situ hybridization

Methods S1. Sequences relevant to the constructed strains, Related to Figures 1-6.

Collaborative & Co-Creative Design in the Semogen -projects

CIE Division 1: Vision and Colour. MarjukkaPuolakka

Tuberkuloosin diagnostiikka

Big datan hyödyntäminen lääkkeisiin liittyvässä viranomaistyössä Suomessa ja EU:ssa. Vesa Kiviniemi Arviointipäällikkö Fimea

Skene. Games Refueled. Muokkaa perustyyl. for Health, Kuopio

Kurssin koodi ja nimi Ryhmä Päivä Aika Sali Viikot Henkilöt Course code and name Group Day Time Lecture Weeks Course staff

On instrument costs in decentralized macroeconomic decision making (Helsingin Kauppakorkeakoulun julkaisuja ; D-31)

Elixir of life Elixir for Mind and Body

CSC:n käyttäjätunnukset - myös opiskelijoille

Alternative DEA Models

MID Tour Reikäpelin SM 2017 Kilpailuformaatti. Petri Ahokas 05/2017

Genomic and epigenomic signatures for interpreting complex disease

Tekes the Finnish Funding Agency for Technology and Innovation. Copyright Tekes

Chapter 7. Motif finding (week 11) Chapter 8. Sequence binning (week 11)

1. SIT. The handler and dog stop with the dog sitting at heel. When the dog is sitting, the handler cues the dog to heel forward.

Lähellä kaupungissa. Web-based learning environment relating to urban and geography studies

Enseigner l'évolution

Tietojenkäsittelytieteiden koulutusohjelma. Tietojenkäsittelytieteiden laitos Department of Information Processing Science

Uusi Opetussuunnitelma 2017 New Curriculum from 2017

Tampereen yliopiston uudet tiedekunnat ja tutkimusyhteistyö

On instrument costs in decentralized macroeconomic decision making (Helsingin Kauppakorkeakoulun julkaisuja ; D-31)

Co-Design Yhteissuunnittelu

On instrument costs in decentralized macroeconomic decision making (Helsingin Kauppakorkeakoulun julkaisuja ; D-31)

Julkaisun laji Opinnäytetyö. Sivumäärä 43

7.4 Variability management


FROM VISION TO CRITERIA: PLANNING SUSTAINABLE TOURISM DESTINATIONS Case Ylläs Lapland

Efficient regeneration system and Agrobacteriummediated transformation of Vetiver. PT 1

Uusi Ajatus Löytyy Luonnosta 4 (käsikirja) (Finnish Edition)

AKKREDITOITU SERTIFIOINTIELIN ACCREDITED CERTIFICATION BODY

TW- EAV510/TW- EAV510AC: PPTP- OHJEISTUS

enzymatic families regulated in response to a short-term cytokinin treatment in root apices

Hankkeen toiminnot työsuunnitelman laatiminen

Results on the new polydrug use questions in the Finnish TDI data

ECSEL - Electronic Components and Systems for European Leadership

The BaltCICA Project Climate Change: Impacts, Costs and Adaptation in the Baltic Sea Region

Large Scale Sequence Analysis with Applications to Genomics

Poistuvat kurssit ja korvaavuudet (RRT ja YYT)

Data Quality Master Data Management

Ostamisen muutos muutti myynnin. Technopolis Business Breakfast

NetPro projektin kokemuksia - Hajanaisia poimintoja kuuden vuoden Leonardo-projektin varrelta, ja vähän muualtakin

Kansainvälisiä tutkimus- ja kehitysprojekteja ekotehokkaan rakennetun ympäristön tuottamiseen, käyttöön ja ylläpitoon

Voice Over LTE (VoLTE) By Miikka Poikselkä;Harri Holma;Jukka Hongisto

6.095/ Computational Biology: Genomes, Networks, Evolution. Sequence Alignment and Dynamic Programming

Gap-filling methods for CH 4 data

Rakentamisen 3D-mallit hyötykäyttöön

Genomi-ilmentyminen Genom expression (uttryckning) Nina Peitsaro, yliopistonlehtori, Medicum, Biokemia ja Kehitysbiologia

Näytön jäljillä CINAHL-tietokannassa

Statistical design. Tuomas Selander

Tarua vai totta: sähkön vähittäismarkkina ei toimi? Satu Viljainen Professori, sähkömarkkinat

Käytännön kokemuksia osallistumisesta EU projekteihin. 7. puiteohjelman uusien hakujen infopäivät 2011

T-9 (vajaa kierros) P-7 1. Verna Huppunen 5,10 1. Ville Karppi 6,45 2. Venla Karppi 5,27 3. Eveliina 5,38 P-9 1. Henri Aava 4,49

LAADUSTA KANSAINVÄLISTÄ KILPAILUKYKYÄETUA ESITELMÄN SISÄLTÖ: 1. SABRISCAN-TARINA 2. TULOKSET 3. YHTEENVETO

7. Product-line architectures

Teknologiateollisuus ry Ympäristöosaaminen arvoketjussa -seminaari Työkaluja arvoketjun ympäristöosaamisen kehittämiseen

AYYE 9/ HOUSING POLICY

GLP-vaatimukset ATMP-valmisteiden turvallisuustutkimuksille

ReFuel 70 % Emission Reduction Using Renewable High Cetane Number Paraffinic Diesel Fuel. Kalle Lehto, Aalto-yliopisto 5.5.

Transkriptio:

Functional Genomics Research Stream State of the Union... Research Meeting: February 16, 2010 Functional Genomics & Research Report III Concepts Genomics Molecular Biology Computational Biology

Genome Genome Simplest Definition: Complete set of all genes contained on a single (haploid) set of chromosomes. Secondary Definition: The canonical DNA sequence across contained on a single (haploid) set of chromosomes. Genome Viewer (SGD) SGD = Saccharomyces Genome Database Genome Viewer (SGD) SGD = Saccharomyces Genome Database Image: SGD Genome Browser Image: SGD Genome Browser > Chr 3 from 100843 to 121674 CTATGTTTTGCCTCAGAGTAGCACAAAGCATGAGAAAGAGGGGTTCCTTCGAAAGAAACA AAAAGACGAGCCCATTTGGGTTTCCCCTAGCAAAATTGACTTTGCTGATCTAAGTAGGAG AACTAAAGCATTGACGCCAGAGCGTAATACTGTTCCTTTGAAAAACAACGACAGTAGAAA ATACAAATATACTGGAGAGGGATCTATCGGTAATATGACAAATATGCTGTTAACTAAAGA TGCTTCGTACGCGTACTTAAAAGATTTTGTTGCGTTGAGTGACGATGAAGATGAAGATGG GAAACAGAACTGCGCTGTTGGTGGCCCAGAGAAACTGAAATTTTATTGAGTGTTTTATTG ATTTTTTTTTTCTTTTTAATTTAATGCAATGTATACATTTACATAAAATATGGACAAATA AGAAAAAGGGGGAAAAACCTCCCACTTAAGTAAAACTGAATATATTAGATACCTTTACCT ACTATCAAAGGTGAATGCTTTTGGATCAATAGGGGTTCCATCGGGGGCAATACCATTTTG GCCGAACTTTCTTTCCATATATAATAGTCTAGCCTTATCGAAATCTACATTATCGTTTTC CATAATTTGTTTAATCTCATTCTTGGAGACATCATCCAAACCACCTCTTACGTCGTTGCT ATTCTCCGAGATAATATCGAAATTCCTGGAATGGAGACCGTTTTCTAGGTCATCAGCAAA GGAATCATTTAAACGTATATGTCTATTAAAACGTAATTGTATTCTTGAACGCAGTGCACG AAATTTGTCGGCTATTACAGCTGTTAGTAATTTGATACGGTTTGCACTTTGCATTTTCAA ATGCTTAAATATACATACCAACTTTGGTTTTCCGGTGTGCCATAAGAAGGCATAAAGACA ATAGCACAACCCAGAGGAGCAATTTGAGATAGAACAAACTCTTCATACTCGTATTTGCAA TTTTTGGAAATTAATTGTGTAGCTTTTCTTCTCTTAATTGGTGGCAGTTTTTATATATTC AGTTTAGAATACCCTTTTTTTTTTTTTTTTTTTCTTCGCTTTTCGCATCTCATCGCTGGA AGTGGTGCTCTTTTACAGGGATTAAATAAGGTTATTCTTTTTGGTCAAAATGATAAATAT AACTATTAAAGTTATTTATAACCCGCCCGCTTCCTTATTATTTATACGTTATCATAAAGT ACACAGGTCATGGTTCGGTTGGTGCTTAGGAATTAATCACGTCTAGCATAAGAGATCTGT AAACTACAACCACCATAATTATAATTATTTAATTTTTGAATACAAAAATCTGCATCTACT AAATTTTCATATTCTACAACAGCAACACCAGTTGGTTGACCATTTTCCTGTGGTTTCAAT TCCGCGTTATTGATTTTGCCGATAGGCCCAAACAAGTCGAATAAATCGCTTCTTGCTGTT GAGAATGGTAAATTACTACAATAAATGAAACAGTTTCTATCCCCTCCTGGATTGACACCT TCAGTAAATTTTGCTGCAGTTTC...

Genomics A Definition: The study of many possible DNA sequence properties in a specific genome or across related genomes. Evolutionary relationship of conserved regions DNA sequence (coding sequence) DNA sequence motifs (regulation) DNA nucleotide frequencies... many more... Functional Genomics? Image: UCSC Genome Browser Functional genomics is a field of molecular biology that attempts to make use of the vast wealth of data produced by genomic projects (such as genome sequencing projects) to describe gene (and protein) functions and interactions. Unlike genomics and proteomics, functional genomics focuses on the dynamic aspects such as gene, translation, and protein-protein interactions, as opposed to the static aspects of the genomic information such as DNA sequence or structures. Functional genomics attempts to answer questions about the function of DNA at the levels of genes, RNA transcripts, and protein products. A key characteristic of functional genomics studies is their genome-wide approach to these questions, generally involving high-throughput methods rather than a more traditional gene-by-gene approach. Wikipedia Transcription Factors Protein that binds specific DNA sequences controlling the activation or repression of. cis-regulatory sequence start stop

Transcription Factors Protein that binds specific DNA sequences controlling the activation or repression of. Transcription Factors Protein that binds specific DNA sequences controlling the activation or repression of. TF start stop TF start stop cis-regulatory sequence cis-regulatory sequence mrna produced AAAAAAAAAAAA One Gene Whole Genome (Saccharomyces cerevisiae has 16 chromosomes + mitochondrial DNA) 1000 200K TF start stop cis-regulatory sequence mrna produced AAAAAAAAAAAA TF start stop cis-regulatory sequence AAAAAAAAAAAA mrna produced

Whole Genome (Saccharomyces cerevisiae has 16 chromosomes + mitochondrial DNA) 1000 200,000 Whole Genome (Saccharomyces cerevisiae has 16 chromosomes + mitochondrial DNA) 1000 200,000 I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI M I II III IV V VI VII VIII IX X XI XII XIII XIV XV XVI M Simon et al. Serial regulation of al regulators in the yeast cell cycle. Cell (2001) vol. 106 (6) pp. 697-708 cellular nucleus: many regulatory processes

Future Lecture... Next-generation highthroughput sequencing methods and technologies by ABI SOLiD. High resolution measurement of gene expression and protein to DNA interactions. Bioinformatics aka Computational Biology Many Disciplines Encompassed: mathematics, statistics algorithmic, technique data mining, machine learning databases, information storage & retrieval solving biological problems Images: Dell, IBM Corporations High Resolution Imagery Data Modeling (networks, traversals) Data Analysis & Visualization Low Resolution High Resolution

Recommended Reading Yeast Background Spellman et al. Comprehensive identification of cell cycle-regulated genes of the yeast Saccharomyces cerevisiae by microarray hybridization. Mol. Biol. Cell (1998) vol. 9 (12) pp. 3273-97 Simon et al. Serial regulation of al regulators in the yeast cell cycle. Cell (2001) vol. 106 (6) pp. 697-708 Gasch et al. The genomics of yeast responses to environmental stress and starvation. Funct Integr Genomics (2002) vol. 2 (4-5) pp. 181-92 Research Progress Report III Harbison et al. Transcriptional regulatory code of a eukaryotic genome. Nature (2004) vol. 431 (7004) pp. 99-104 Hu et al. Genetic reconstruction of a functional al regulatory network. Nat. Genet. (2007) pp. RPR III Corrections constantly updated post on Results Central

III.A Reagent Production III.B Buffers & ph III.C Controlled Cellular Growth & Sample III.D Nucleic Acid Preparation... future lecture...

III.E Nucleic Acid Quantity & Quality Evaluation... future lecture... III.F Gel Electrophoresis... future lecture... III.G Polymerase Chain Reaction (PCR) III.H Results Central Progress Reports... future lecture...

Must Read! (daily)