professional development course 1 – molecular medicine june 06, 2013

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Professional Development Course 1 – Molecular Medicine June 06, 2013 Ansuman Chattopadhyay, PhD Head, Molecular Biology Information Services Health Sciences Library System University of Pittsburgh [email protected] http://www.hsls.pitt.edu/guides/ge netics

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Professional Development Course 1 – Molecular Medicine June 06, 2013. Ansuman Chattopadhyay , PhD Head, Molecular Biology Information Services Health Sciences Library System University of Pittsburgh [email protected] http://www.hsls.pitt.edu/guides/genetics. - PowerPoint PPT Presentation

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Page 1: Professional Development Course 1 – Molecular Medicine June 06, 2013

Professional Development Course 1 –Molecular Medicine

June 06, 2013

Ansuman Chattopadhyay, PhDHead, Molecular Biology Information ServicesHealth Sciences Library SystemUniversity of [email protected]

http://www.hsls.pitt.edu/guides/genetics

Page 2: Professional Development Course 1 – Molecular Medicine June 06, 2013

http://www.hsls.pitt.edu/molbio

HSLS Molecular Biology Information Service

Page 3: Professional Development Course 1 – Molecular Medicine June 06, 2013

• 1990-1996University of Nebraska-LincolnPhD. in BiochemistryProtein synthesis initiation in eukaryotic system

• 1997-2001Vanderbilt University School of Medicine, NashvilleResearch FellowEpidermal Growth Factor (EGF) mediated signal transduction

• 2001-2002Cellomics Inc., PittsburghKnowledge Engineer

• 2002- 2006Information Specialist in Molecular Biology and GeneticsHSLS, University of Pittsburgh

Ansuman Chattopadhyay, [email protected]

• 2006- PresentHead, Molecular Biology Information ServiceHSLS, University of Pittsburgh

http://www.hsls.pitt.edu/molbio

Page 4: Professional Development Course 1 – Molecular Medicine June 06, 2013

HSLS Molecular Biology Information Service

Workshops

Website

Software Licensing

Bioinformatics Consultations

http://www.hsls.pitt.edu/molbio

Page 5: Professional Development Course 1 – Molecular Medicine June 06, 2013

June 06:Literature InformaticsBioinformatics Search Engines

June 13:Genome Browsers

http://www.hsls.pitt.edu/molbio

Page 6: Professional Development Course 1 – Molecular Medicine June 06, 2013

ED Green et al. Nature 470, 204-213 (2011) doi:10.1038/nature09764

Genomic achievements since the Human Genome Project

Page 7: Professional Development Course 1 – Molecular Medicine June 06, 2013

Genome Sequencing Cost

$0.40

Page 8: Professional Development Course 1 – Molecular Medicine June 06, 2013

http://www.youtube.com/watch?v=xg6YiflES00

Page 9: Professional Development Course 1 – Molecular Medicine June 06, 2013

Growth of PubMed Citations

Lu et al. Database (Oxford). 2011: baq036

240 K

• Breast Cancer

97K • Schizophrenia

8.7K • BRCA1

61K. p53

Feb 28th 2012

http://www.hsls.pitt.edu/molbio

Page 10: Professional Development Course 1 – Molecular Medicine June 06, 2013

Literature Informatics

http://www.hsls.pitt.edu/guides/genetics

Page 11: Professional Development Course 1 – Molecular Medicine June 06, 2013

Literature Informatics

Learn how to

.. find the most appropriate literature

.. mine the literature

.. manage your collected information

.. browse the scientific papers

http://www.hsls.pitt.edu/molbio

Page 12: Professional Development Course 1 – Molecular Medicine June 06, 2013

Literature Informatics

Comprehensive search: MESH term based PubMed Search PubMed special topics query

Next-generation literature search tools: GoPubMed, eTBlast Quertle HuGE Navigator

http://www.hsls.pitt.edu/molbio

Page 13: Professional Development Course 1 – Molecular Medicine June 06, 2013

Literature Informatics

Find published literature with statistical and numerical data on DENGUE OUTBREAKS in India.

What genes are reported to be associated with the disease SCHIZOPHRENIA?

http://www.hsls.pitt.edu/molbio

Page 14: Professional Development Course 1 – Molecular Medicine June 06, 2013

Searching PubMed

http://www.hsls.pitt.edu/molbio

Page 15: Professional Development Course 1 – Molecular Medicine June 06, 2013

Literature Informatics

Citations: 20 millionJournals: 5200

Schizophrenia: 103,512Schizophrenia gene: 8341

Dengue outbreaks in India: 381 Dengue outbreaks statistics India: 27

http://www.hsls.pitt.edu/molbio

Page 16: Professional Development Course 1 – Molecular Medicine June 06, 2013

Challenges

Am I getting everything / the right things?

How to digest this?

http://www.hsls.pitt.edu/guides/genetics

Page 17: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Search

Am I getting the right things?

Construct PubMed queries with MeSH terms using MeSH browser

http://www.hsls.pitt.edu/guides/genetics

Page 18: Professional Development Course 1 – Molecular Medicine June 06, 2013

Medical Subject Headings (MeSH)

http://www.hsls.pitt.edu/guides/genetics

The U.S. National Library of Medicine's controlled vocabulary (thesaurus)

Arranged in a hierarchical manner called the MeSH Tree Structures

Updated annually

http://www.nlm.nih.gov/mesh/meshhome.html

Page 19: Professional Development Course 1 – Molecular Medicine June 06, 2013

MeSH Vocabulary Headings

over 24,000 representing concepts found in the biomedical literature (Body Weight, Kidney, Radioactive Waste)

Subheadings attached to headings to describe a specific aspect of a

concept (adverse effects , metabolism, diagnosis, therapy)

Supplementary Concept Records over 172,000 terms in a separate chemical thesaurus -

updated weekly (cordycepin , valspodar , tacrolimus binding protein 4)

Publication Types(Letter, Review, Randomized Controlled Trial)

http://www.hsls.pitt.edu/guides/genetics

Page 20: Professional Development Course 1 – Molecular Medicine June 06, 2013

MeSH Tree Structure A. Anatomy

B. OrganismsC. DiseasesD. Chemical and DrugsE. Analytical, Diagnostic and

Therapeutic Techniques and EquipmentF. Psychiatry and PsychologyG. Biological SciencesH. Physical SciencesI. Anthropology, Education,

Sociology and Social PhenomenaJ. Technology and Food and BeveragesK. Humanities L. Information Science M. Persons N. Health CareV. Publication Characteristics Z. Geographic Locations

http://www.hsls.pitt.edu/guides/genetics

Page 21: Professional Development Course 1 – Molecular Medicine June 06, 2013

MeSH Indexing

http://www.hsls.pitt.edu/guides/genetics

Source: NLM

Page 22: Professional Development Course 1 – Molecular Medicine June 06, 2013

MeSH Indexing

http://www.hsls.pitt.edu/guides/genetics

Page 23: Professional Development Course 1 – Molecular Medicine June 06, 2013

MeSH Indexing

http://www.hsls.pitt.edu/guides/genetics

Page 24: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Search

Retrieve published articles

on Dengue outbreaks in India

including Statistical and numerical data on dengue

outbreaks

http://www.hsls.pitt.edu/guides/genetics

Page 25: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Query Using MeSH http://www.ncbi.nlm.nih.gov/mesh

http://www.hsls.pitt.edu/molbio

Page 26: Professional Development Course 1 – Molecular Medicine June 06, 2013

http://www.hsls.pitt.edu/molbio

Find articles on “Dengue outbreaks in India” by searching PubMed using MeSH terms

Link to the video tutorial:http://media.hsls.pitt.edu/media/clres2705/mesh.swf

Resources

• Mesh Browser : http://www.ncbi.nlm.nih.gov/mesh• PubMed: http://www.ncbi.nlm.nih.gov/pubmed

Page 27: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Query Using MeSH

http://www.hsls.pitt.edu/guides/genetics

Page 28: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Query Using MeSH

http://www.hsls.pitt.edu/guides/genetics

Page 29: Professional Development Course 1 – Molecular Medicine June 06, 2013

Building a PubMed Query

http://www.hsls.pitt.edu/guides/genetics

Page 30: Professional Development Course 1 – Molecular Medicine June 06, 2013

Building a PubMed Query

http://www.hsls.pitt.edu/guides/genetics

Page 31: Professional Development Course 1 – Molecular Medicine June 06, 2013

Building a PubMed Query

http://www.hsls.pitt.edu/guides/genetics

Page 32: Professional Development Course 1 – Molecular Medicine June 06, 2013

Building a PubMed Query

http://www.hsls.pitt.edu/guides/genetics

Page 33: Professional Development Course 1 – Molecular Medicine June 06, 2013

Building a PubMed Query

http://www.hsls.pitt.edu/guides/genetics

Page 34: Professional Development Course 1 – Molecular Medicine June 06, 2013

Building PubMed QueriesTerm Boolean Term Boolean Term # papers

Dengue AND Outbreaks 823

Dengue * AND Outbreaks 746

Dengue AND Outbreaks AND India 123

Dengue* AND Outbreaks AND India 116

Dengue AND Outbreaks/statistics and numerical data

AND India 7

Dengue* AND Outbreaks/statistics and numerical data

AND India 7

http://www.hsls.pitt.edu/guides/genetics

Page 35: Professional Development Course 1 – Molecular Medicine June 06, 2013

Useful Links for MeSH

MESH Browser: http://www.ncbi.nlm.nih.gov/mesh

18 ways to improve your Pubmed searches by Carrie Iwema http://bitesizebio.com/2008/03/05/18-ways-to-improve-your-pubmed-s

earches/

Searching by using the MeSH Database. NCBI Handbook : http://www.ncbi.nlm.nih.gov/bookshelf/br.fcgi?book=helppubmed&part

=pubmedhelp#pubmedhelp.Searching_by_using_t

http://www.hsls.pitt.edu/guides/genetics

Page 36: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Query

What genes are reported to be associated with the disease SCHIZOPHRENIA ?

Topic-Specific PubMed Queries

http://www.hsls.pitt.edu/guides/genetics

Page 37: Professional Development Course 1 – Molecular Medicine June 06, 2013

Topic-Specific PubMed Querieshttp://www.nlm.nih.gov/bsd/special_queries.html

http://www.hsls.pitt.edu/guides/genetics

Page 38: Professional Development Course 1 – Molecular Medicine June 06, 2013

http://www.hsls.pitt.edu/molbio

Find genes that are reported to be associated with the disease SCHIZOPHRENIA by searching PubMed

Link to the video tutorial:http://media.hsls.pitt.edu/media/clres2705/scz.swf

Resources

• PubMed Clinical Queries: http://www.ncbi.nlm.nih.gov/pubmed/clinical

Page 39: Professional Development Course 1 – Molecular Medicine June 06, 2013

Research on Optimal Search Strategies

http://www.hsls.pitt.edu/molbio

Page 40: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Special Topic Queries

http://www.hsls.pitt.edu/molbio

Page 41: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Filters

http://www.hsls.pitt.edu/molbio

Page 42: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Search Filter: Medical Genetics ("schizophrenia"[MeSH Terms] OR

"schizophrenia"[All Fields]) AND (("genetics, medical"[MeSH Terms] OR ("genetics"[All Fields] AND "medical"[All Fields]) OR "medical genetics"[All Fields] OR ("medical"[All Fields] AND "genetics"[All Fields])) OR ("genotype"[MeSH Terms] OR "genotype"[All Fields]) OR "genetics"[Subheading] AND ("genetics"[Subheading] OR "genetics"[All Fields] OR "genetics"[MeSH Terms]))

http://www.hsls.pitt.edu/molbio

Page 43: Professional Development Course 1 – Molecular Medicine June 06, 2013

Topic-Specific PubMed Queries

Page 44: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed Search Result Display

http://www.hsls.pitt.edu/molbio

How to digestthis?

Page 45: Professional Development Course 1 – Molecular Medicine June 06, 2013

Data Mining-Knowledge Discovery

http://www.hsls.pitt.edu/molbiohttp://www.hsls.pitt.edu/molbio

Page 46: Professional Development Course 1 – Molecular Medicine June 06, 2013

Next-Generation Literature Search Tools

Page 47: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed based Tools

http://www.hsls.pitt.edu/molbio

Lu et al. Database (Oxford). 2011; 2011: baq036

http://www.ncbi.nlm.nih.gov/CBBresearch/Lu/search/

Page 48: Professional Development Course 1 – Molecular Medicine June 06, 2013

Latest Innovations in Literature Searching

GoPubMed Display search results sorted into meaningful topics and subtopics

http://www.hsls.pitt.edu/molbio

Page 49: Professional Development Course 1 – Molecular Medicine June 06, 2013

GoPubMed

http://www.hsls.pitt.edu/molbio

www.gopubmed.com

Page 50: Professional Development Course 1 – Molecular Medicine June 06, 2013

http://www.hsls.pitt.edu/molbio

Find genes that are reported to be associated with the disease SCHIZOPHRENIA by using GoPubMed

Link to the video tutorial:http://media.hsls.pitt.edu/media/clres2705/gopubmed.swf

Resources

• GoPubMed: http://www.gopubmed.org/web/gopubmed/2?WEB10O00h00100090000

Page 51: Professional Development Course 1 – Molecular Medicine June 06, 2013

GoPubMed Search Result

http://www.hsls.pitt.edu/molbio

Page 52: Professional Development Course 1 – Molecular Medicine June 06, 2013

GoPubMed Search Result Analysis

http://www.hsls.pitt.edu/molbio

Page 53: Professional Development Course 1 – Molecular Medicine June 06, 2013

GoPubMed Search Result Analysis

http://www.hsls.pitt.edu/molbio

Page 54: Professional Development Course 1 – Molecular Medicine June 06, 2013

Latest Innovations in Literature Searching

http://www.hsls.pitt.edu/molbio

Page 55: Professional Development Course 1 – Molecular Medicine June 06, 2013

GoPubMed

Noteworthy links

GoPubMed: exploring PubMed with the Gene Ontology. Doms A,Schroeder M., Nucleic Acids Res. 2005 Jul 1; 33 (Web Server issue):W783-6. http://www.ncbi.nlm.nih.gov/pubmed/15980585

http://www.hsls.pitt.edu/molbio

Page 56: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed driven Web Tools

http://www.ncbi.nlm.nih.gov/CBBresearch/Lu/search/

http://www.hsls.pitt.edu/molbio

Page 57: Professional Development Course 1 – Molecular Medicine June 06, 2013

PubMed based Tools

http://www.hsls.pitt.edu/molbio

Lu et al. Database (Oxford). 2011; 2011: baq036

http://www.ncbi.nlm.nih.gov/CBBresearch/Lu/search/

Page 58: Professional Development Course 1 – Molecular Medicine June 06, 2013

Extract gene list from Literature

http://www.hsls.pitt.edu/molbio

http://www.quertle.info/

Page 59: Professional Development Course 1 – Molecular Medicine June 06, 2013

Questions for Quertle

What genes cause Asthma? What cell lines are used in diabetes research? Which cell types are known to express EGFR? What animals are used in studies for diabetes? Which protein kinases activate TP53?

http://www.hsls.pitt.edu/molbio

Page 60: Professional Development Course 1 – Molecular Medicine June 06, 2013

http://www.hsls.pitt.edu/molbio

A short video on Quertle

Link to the video tutorial:http://media.hsls.pitt.edu/media/molbiovideos/quertle-ac0212.swf

Resources

• Quertle: www.quertle.info

Page 61: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine for NIH funded research http://projectreporter.nih.gov/reporter.cfm

http://www.hsls.pitt.edu/molbio

Page 62: Professional Development Course 1 – Molecular Medicine June 06, 2013

NIH Grant Applications to Gene List

http://www.hsls.pitt.edu/molbio

Page 63: Professional Development Course 1 – Molecular Medicine June 06, 2013

MESH GoPubMed Quertle

Page 64: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine for finding

Disease Causing Genes

Page 65: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine Just for Human GeneticsCDC HuGENavigator : http://hugenavigator.net/

http://www.hsls.pitt.edu/molbio

Page 66: Professional Development Course 1 – Molecular Medicine June 06, 2013

http://www.hsls.pitt.edu/molbio

Find human genes reported to be associated with Asthma

Find human SNPs reported to be associated with Asthma

Link to the video tutorial:http://media.hsls.pitt.edu/media/clres2705/asthma.swf

Resources

• HugeNavigator:

http://hugenavigator.net/HuGENavigator/home.do

Page 67: Professional Development Course 1 – Molecular Medicine June 06, 2013

GWAS Catalog http://www.ebi.ac.uk/fgpt/gwas/#timeseriestab

http://www.hsls.pitt.edu/molbio

Page 68: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine Just for Human Genetics

http://www.hsls.pitt.edu/molbio

Page 69: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine Just for Human GeneticsCDC HuGENavigator : http://hugenavigator.net/

http://www.hsls.pitt.edu/molbio

Page 70: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine Just for Human Geneticshttp://hugenavigator.net/HuGENavigator/huGEPedia.do

http://www.hsls.pitt.edu/molbio

Page 71: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine Just for Human GeneticsCDC HuGENavigator : http://hugenavigator.net/

http://www.hsls.pitt.edu/molbio

Page 72: Professional Development Course 1 – Molecular Medicine June 06, 2013

Find Disease Causing SNPs

What SNPs are associated with “Schizophrenia”?

http://hugenavigator.net/HuGENavigator/gWAHitStartPage.do

http://www.hsls.pitt.edu/molbio

Page 73: Professional Development Course 1 – Molecular Medicine June 06, 2013

Hands On

Search PubMed and retrieve a list of genes that can serve as biomarkers for Alzheimer Disease

Page 74: Professional Development Course 1 – Molecular Medicine June 06, 2013

Software for Finding Similar Texts in Published Literature

Page 75: Professional Development Course 1 – Molecular Medicine June 06, 2013

Text-based Similarity Search Tools

Search Box:

http://www.hsls.pitt.edu/molbio

Page 76: Professional Development Course 1 – Molecular Medicine June 06, 2013

Text Similarity Search Tools

eTBLASThttp://etest.vbi.vt.edu/etblast3/

http://www.hsls.pitt.edu/molbio

Page 77: Professional Development Course 1 – Molecular Medicine June 06, 2013

Text Similarity Search Tools

eTBLAST

http://www.hsls.pitt.edu/molbio

Page 78: Professional Development Course 1 – Molecular Medicine June 06, 2013

Text Similarity Search Tools

http://www.hsls.pitt.edu/molbio

Page 79: Professional Development Course 1 – Molecular Medicine June 06, 2013

Déjà Vu: a Database of Highly Similar Citationshttp://dejavu.vbi.vt.edu/dejavu/duplicate/

http://www.hsls.pitt.edu/molbio

Page 80: Professional Development Course 1 – Molecular Medicine June 06, 2013

Reference Management Tools

http://www.hsls.pitt.edu/molbio

Page 81: Professional Development Course 1 – Molecular Medicine June 06, 2013

Automated email Notification Tool

http://www.ncbi.nlm.nih.gov/sites/myncbi/

Save your searches at My NCBI and set up an email notification on new publication based on your search query

http://www.hsls.pitt.edu/molbio

Page 82: Professional Development Course 1 – Molecular Medicine June 06, 2013

My NCBI1

23

http://www.hsls.pitt.edu/molbio

Page 83: Professional Development Course 1 – Molecular Medicine June 06, 2013

My NCBI

http://www.hsls.pitt.edu/molbio

4

Page 84: Professional Development Course 1 – Molecular Medicine June 06, 2013

My NCBI email Notification

http://www.hsls.pitt.edu/molbio

Page 85: Professional Development Course 1 – Molecular Medicine June 06, 2013

Reference Management Tools

Connotea

CiteULike

Mendaley

Zotero

online

downloadable

Scientific Research Papers

Web pages

EndNoteRefworks

http://www.hsls.pitt.edu/molbio

Page 86: Professional Development Course 1 – Molecular Medicine June 06, 2013

PDF Reader

http://www.hsls.pitt.edu/molbio

Page 87: Professional Development Course 1 – Molecular Medicine June 06, 2013

HTML Vs PDF

Page 88: Professional Development Course 1 – Molecular Medicine June 06, 2013

ReadCube

Utopia Docs

Page 89: Professional Development Course 1 – Molecular Medicine June 06, 2013

ReadCube

http://www.readcube.com/

Page 90: Professional Development Course 1 – Molecular Medicine June 06, 2013

NextGen PDF Reader: Utopia docs

http://www.hsls.pitt.edu/molbio

Page 91: Professional Development Course 1 – Molecular Medicine June 06, 2013

Utopia DocsPMID: 22683712

Page 92: Professional Development Course 1 – Molecular Medicine June 06, 2013

READCUBE

READCUBE MEDIA FILE

MendeleyEndNote

Utopia Docs

Page 93: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine for Life Scientists

http://www.hsls.pitt.edu/molbio

Page 94: Professional Development Course 1 – Molecular Medicine June 06, 2013

Search Engine

Horizontal Vertical

Page 95: Professional Development Course 1 – Molecular Medicine June 06, 2013

Molecular Databases

http://www.hsls.pitt.edu/molbio

Page 96: Professional Development Course 1 – Molecular Medicine June 06, 2013

Molecular Databases

Nucleic Acids Research : Annual databases Issue NAR: Annual Web Server Issue Oxford Journal : Bioinformatics BioMedCentral: BMC Bioinformatics

http://www.hsls.pitt.edu/molbio

Growth of bioinformatics tools

Page 97: Professional Development Course 1 – Molecular Medicine June 06, 2013

Biomedical & Life Sciences Search Engines

OBRC : University of Pittsburgh

http://www.hsls.pitt.edu/molbio/obrc

Bioinformatics.cahttp://bioinformatics.ca/links_directory/

OReFil : University of Tokyo

http://orefil.dbcls.jp/

http://www.hsls.pitt.edu/molbio

Page 98: Professional Development Course 1 – Molecular Medicine June 06, 2013

Peptide Sequence >nxp|NX_P00533-1|EGFR|Epidermal growth factor receptor|Iso 1

MRPSGTAGAALLALLAALCPASRALEEKKVCQGTSNKLTQLGTFEDHFLSLQRMFNNCEV VLGNLEITYVQRNYDLSFLKTIQEVAGYVLIALNTVERIPLENLQIIRGNMYYENSYALA VLSNYDANKTGLKELPMRNLQEILHGAVRFSNNPALCNVESIQWRDIVSSDFLSNMSMDF QNHLGSCQKCDPSCPNGSCWGAGEENCQKLTKIICAQQCSGRCRGKSPSDCCHNQCAAGC TGPRESDCLVCRKFRDEATCKDTCPPLMLYNPTTYQMDVNPEGKYSFGATCVKKCPRNYV VTDHGSCVRACGADSYEMEEDGVRKCKKCEGPCRKVCNGIGIGEFKDSLSINATNIKHFK NCTSISGDLHILPVAFRGDSFTHTPPLDPQELDILKTVKEITGFLLIQAWPENRTDLHAF ENLEIIRGRTKQHGQFSLAVVSLNITSLGLRSLKEISDGDVIISGNKNLCYANTINWKKL FGTSGQKTKIISNRGENSCKATGQVCHALCSPEGCWGPEPRDCVSCRNVSRGRECVDKCN LLEGEPREFVENSECIQCHPECLPQAMNITCTGRGPDNCIQCAHYIDGPHCVKTCPAGVM GENNTLVWKYADAGHVCHLCHPNCTYGCTGPGLEGCPTNGPKIPSIATGMVGALLLLLVV ALGIGLFMRRRHIVRKRTLRRLLQERELVEPLTPSGEAPNQALLRILKETEFKKIKVLGS GAFGTVYKGLWIPEGEKVKIPVAIKELREATSPKANKEILDEAYVMASVDNPHVCRLLGI CLTSTVQLITQLMPFGCLLDYVREHKDNIGSQYLLNWCVQIAKGMNYLEDRRLVHRDLAA RNVLVKTPQHVKITDFGLAKLLGAEEKEYHAEGGKVPIKWMALESILHRIYTHQSDVWSY GVTVWELMTFGSKPYDGIPASEISSILEKGERLPQPPICTIDVYMIMVKCWMIDADSRPK FRELIIEFSKMARDPQRYLVIQGDERMHLPSPTDSNFYRALMDEEDMDDVVDADEYLIPQ QGFFSSPSTSRTPLLSSLSATSNNSTVACIDRNGLQSCPIKEDSFLQRYSSDPTGALTED SIDDTFLPVPEYINQSVPKRPAGSVQNPVYHNQPLNPAPSRDPHYQDPHSTAVGNPEYLN TVQPTCVNSTFDSPAHWAQKGSHQISLDNPDYQQDFFPKEAKPNGIFKGSTAENAEYLRV

APQSSEFIGA

P P P P? ? ? ? ?

S Y Y T S

P

Page 99: Professional Development Course 1 – Molecular Medicine June 06, 2013

http://www.hsls.pitt.edu/molbio

Search for bioinformatics ResourcesLocate online tools that predict phosphorylation sites in a protein sequence.

Link to the video tutorial:http://media.hsls.pitt.edu/media/Search%20Bioinfo%20Resoursec.swf

Resources

• Search.HSLS.MolBio :

Page 100: Professional Development Course 1 – Molecular Medicine June 06, 2013

Life Sciences Search Enginehttp://www.hsls.pitt.edu/molbio/

http://www.hsls.pitt.edu/molbio

Page 101: Professional Development Course 1 – Molecular Medicine June 06, 2013

Hands on

(a) Locate two online databases on microRNA targets, and report their URLs.

(b) Identify one database that store all HIV inhibiting siRNA data and cite its URL.

(c) Cite a paper offering a step-by-step guide

for analyzing ChIP-seq data.

Page 102: Professional Development Course 1 – Molecular Medicine June 06, 2013

Thank you!Any questions?

http://www.hsls.pitt.edu/molbio