SlideShare a Scribd company logo
Applied Bioinformatics & Chemoinformatics:
Techniques, Tools and Opportunities.
FATOKI, Toluwase H.
Department of Biochemistry,
Federal University of Technology, Akure, Nigeria.
+2347032219821
hezekiahfatoki@gmail.com
www.linkedin.com/in/hezekiahfatoki
www.fheztbioinformatics.wordpress.com
“None of us is as smart as all of us” – Ken Blanchard.
“If you want to go fast, go alone. If you want to go far, go together.” – African Proverb.
OUTLINES
• Introduction to Genetic Engineering
• Sequencing: The Next Generation
• Introduction to Bioinformatics
• Overview of Bioinformatics in Africa
• Essential Bioinformatics
• Introduction to Database and Tools
• Introduction to Chemoinformatics/Pharmacoinformatics
• Applications of Bioinformatics
• Application in Biotechnology Industries
• Application in Biomedical and Biopharmaceuticals Industries
• Current Trends and Opportunities
• Questions and Answers
Introduction to Genetic Engineering
• The Central Dogma
• Concept Maps of Genetic Engineering
Sequencing: The Next Generation
A Life Decoded is the story of this singular milestone in our history, told by the man
who through a combination of vision, tenacity, ingenuity, and insight challenged
conventional wisdom and refuted his critics to reveal the human genetic code.
Desmond S. T. Nicholl, (2008). An Introduction to Genetic Engineering. Cambridge University Press, New York.
Introduction to Bioinformatics
Overview of Bioinformatics in Africa
Desmond S. T. Nicholl, (2008). An Introduction to Genetic Engineering. Cambridge University Press, New York.
Medha Bhagwat, PhD. NIH Library Bioinformatics Support Program
Essential Bioinformatics
• Section I: Introduction And Biological Databases
• Section II: Sequence Alignment
• Section III: Gene And Promoter Prediction
• Section IV: Molecular Phylogenetics
• Section V: Structural Bioinformatics
• Section VI: Genomics and Proteomics
Arthur M. Lesk,(2002). Introduction to Bioinformatics, Oxford University Press, New York
Introduction to Databases and Tools
http://www.cbs.dtu.dk/biotools/
http://molbiol-tools.ca/molecular_biology_freeware.htm
http://www.hpc.cam.ac.uk/compbio/software
http://bioinformaticssoftwareandtools.co.in/bio_tools.php
http://www.bioafrica.net/software.php
• NCBI: The National Center
for Biotechnology Information
(USA):
http://ncbi.nlm.nih.gov
• EBI:The European
Bioinformatics Institute:
www.ebi.ac.uk
• SIB:The Swiss Institute of
Bioinformatics
Expasy (Expert Protein
analysis system):
www.expasy.org
• Canadian Bioinformatics
Resource
http://cbr-rbc.nrc-cnrc.gc.ca/
Chemoinformatics/Pharmacoinformatics
Darren Green, (2016). Computational Drug discovery.
The computational methods for in silico drug discovery have been
broadly categories into two fields bioinformatics and chemoinformatics.
In case of bioinformatics, major emphasis is on identification and
validation of drug targets, mainly based on functional/structural annotation
of genomes.
In case of cheminformatics or pharmacoinformatics, major emphasis is
on designing of drug molecules or ligands and their interaction with drug
targets.
Frank K. Brown (1998) defined Chemoinformatics as the mixing of
information resources to transform data into information, and information
into knowledge, for the intended purpose of making better decisions faster
in the arena of drug lead identification and optimization.
APPLICATIONS OF BIOINFORMATICS
Application in Biotechnology Industries
Desmond S. T. Nicholl, (2008). An Introduction to Genetic Engineering. Cambridge University Press, New York.
Application in Biomedical and
Biopharmaceuticals Industries
Desmond S. T. Nicholl, (2008). An Introduction to Genetic Engineering. Cambridge University Press, New York.
Jurgen Drews (2000). Drug Discovery: A Historical Perspective, Science/Drug Discovery, vol.287, 1960-1964.
Current Trends and Opportunities
Jobs, PhDs and Networks
http://blog.biogem.org/2013/03/bioinformatics-carrer-opportunities.html
http://www.sib.swiss/about-us/careers
http://www.nature.com/naturejobs/science/jobs?q=bioinformatics
http://www.bioinformatics.org/jobs/
http://www.linkedin.com/topic/bioinformatics
http://www.linkedin.com/topic/computational-biology
Online Courses
https://www.futurelearn.com
https://www.coursera.org
Thanks
for
listening

More Related Content

What's hot

Molecular docking and_virtual_screening
Molecular docking and_virtual_screeningMolecular docking and_virtual_screening
Molecular docking and_virtual_screening
Florent Barbault
 
Molecular docking and its importance in drug design
Molecular docking and its importance in drug designMolecular docking and its importance in drug design
Molecular docking and its importance in drug design
devilpicassa01
 
Drug Discovery and Development Using AI
Drug Discovery and Development Using AIDrug Discovery and Development Using AI
Drug Discovery and Development Using AI
Databricks
 
Virtual Screening in Drug Discovery
Virtual Screening in Drug DiscoveryVirtual Screening in Drug Discovery
Virtual Screening in Drug Discovery
Abhik Seal
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
ShailendraSinghKhich
 
Cheminformatics in drug design
Cheminformatics in drug designCheminformatics in drug design
Cheminformatics in drug design
Surmil Shah
 
Computer aided Drug designing (CADD)
Computer aided Drug designing (CADD)Computer aided Drug designing (CADD)
Computer aided Drug designing (CADD)
GlaxoSmithKline Pharma GmbH
 
Virtual sreening
Virtual sreeningVirtual sreening
Virtual sreening
Mahendra G S
 
Molecular modelling
Molecular modelling Molecular modelling
Molecular modelling
Pharmaceutical
 
Sequence analysis - Bioinformatics
Sequence analysis - BioinformaticsSequence analysis - Bioinformatics
Sequence analysis - Bioinformatics
Pratik Parikh
 
Blast bioinformatics
Blast bioinformaticsBlast bioinformatics
Blast bioinformatics
atmapandey
 
Bioinformatics in drug discovery
Bioinformatics in drug discoveryBioinformatics in drug discovery
Bioinformatics in drug discovery
KAUSHAL SAHU
 
Molecular docking
Molecular dockingMolecular docking
Molecular docking
Maakasaikumar
 
Molecular modeling database
Molecular modeling database Molecular modeling database
Molecular modeling database
Jayati Shrivastava
 
In silico drug desigining
In silico drug desiginingIn silico drug desigining
In silico drug desigining
Devesh Shukla
 
Cheminformatics-1.ppt
Cheminformatics-1.pptCheminformatics-1.ppt
Cheminformatics-1.ppt
wadhava gurumeet
 
Bioinformatic in drug designing
Bioinformatic in drug designingBioinformatic in drug designing
Bioinformatic in drug designing
Salman Khan
 
Protein Databases
Protein DatabasesProtein Databases
BIOINFORMATICS Applications And Challenges
BIOINFORMATICS Applications And ChallengesBIOINFORMATICS Applications And Challenges
BIOINFORMATICS Applications And Challenges
Amos Watentena
 
Structure analysis of protein
Structure analysis of proteinStructure analysis of protein
Structure analysis of protein
KAUSHAL SAHU
 

What's hot (20)

Molecular docking and_virtual_screening
Molecular docking and_virtual_screeningMolecular docking and_virtual_screening
Molecular docking and_virtual_screening
 
Molecular docking and its importance in drug design
Molecular docking and its importance in drug designMolecular docking and its importance in drug design
Molecular docking and its importance in drug design
 
Drug Discovery and Development Using AI
Drug Discovery and Development Using AIDrug Discovery and Development Using AI
Drug Discovery and Development Using AI
 
Virtual Screening in Drug Discovery
Virtual Screening in Drug DiscoveryVirtual Screening in Drug Discovery
Virtual Screening in Drug Discovery
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
 
Cheminformatics in drug design
Cheminformatics in drug designCheminformatics in drug design
Cheminformatics in drug design
 
Computer aided Drug designing (CADD)
Computer aided Drug designing (CADD)Computer aided Drug designing (CADD)
Computer aided Drug designing (CADD)
 
Virtual sreening
Virtual sreeningVirtual sreening
Virtual sreening
 
Molecular modelling
Molecular modelling Molecular modelling
Molecular modelling
 
Sequence analysis - Bioinformatics
Sequence analysis - BioinformaticsSequence analysis - Bioinformatics
Sequence analysis - Bioinformatics
 
Blast bioinformatics
Blast bioinformaticsBlast bioinformatics
Blast bioinformatics
 
Bioinformatics in drug discovery
Bioinformatics in drug discoveryBioinformatics in drug discovery
Bioinformatics in drug discovery
 
Molecular docking
Molecular dockingMolecular docking
Molecular docking
 
Molecular modeling database
Molecular modeling database Molecular modeling database
Molecular modeling database
 
In silico drug desigining
In silico drug desiginingIn silico drug desigining
In silico drug desigining
 
Cheminformatics-1.ppt
Cheminformatics-1.pptCheminformatics-1.ppt
Cheminformatics-1.ppt
 
Bioinformatic in drug designing
Bioinformatic in drug designingBioinformatic in drug designing
Bioinformatic in drug designing
 
Protein Databases
Protein DatabasesProtein Databases
Protein Databases
 
BIOINFORMATICS Applications And Challenges
BIOINFORMATICS Applications And ChallengesBIOINFORMATICS Applications And Challenges
BIOINFORMATICS Applications And Challenges
 
Structure analysis of protein
Structure analysis of proteinStructure analysis of protein
Structure analysis of protein
 

Viewers also liked

FORENSIC DNA PROFILING: Strengths and Limitations
FORENSIC DNA PROFILING: Strengths and LimitationsFORENSIC DNA PROFILING: Strengths and Limitations
FORENSIC DNA PROFILING: Strengths and Limitations
Hezekiah Fatoki
 
Applying cheminformatics and bioinformatics approaches to neglected tropical ...
Applying cheminformatics and bioinformatics approaches to neglected tropical ...Applying cheminformatics and bioinformatics approaches to neglected tropical ...
Applying cheminformatics and bioinformatics approaches to neglected tropical ...
Sean Ekins
 
Chemo informatics scope and applications
Chemo informatics scope and applicationsChemo informatics scope and applications
Chemo informatics scope and applications
shyam I
 
الدجاجه أولا أم البيضه أولا
الدجاجه أولا أم البيضه أولاالدجاجه أولا أم البيضه أولا
الدجاجه أولا أم البيضه أولا
Mohamed Alashram
 
الفيروسات الارتجاعية والبيرونات
الفيروسات الارتجاعية والبيروناتالفيروسات الارتجاعية والبيرونات
الفيروسات الارتجاعية والبيروناتNaif2060
 
Half-life and Nuclear Reaction
Half-life and Nuclear ReactionHalf-life and Nuclear Reaction
Half-life and Nuclear Reaction
clareyfans
 
De novo design of molecular wires with optimal properties for solar energy co...
De novo design of molecular wires with optimal properties for solar energy co...De novo design of molecular wires with optimal properties for solar energy co...
De novo design of molecular wires with optimal properties for solar energy co...
baoilleach
 
سكاكين لقطع الجينات
سكاكين لقطع الجيناتسكاكين لقطع الجينات
سكاكين لقطع الجينات
Mohamed Alashram
 
التيلومير
التيلوميرالتيلومير
التيلومير
Mohamed Alashram
 
Improving the quality of chemical databases with community-developed tools (a...
Improving the quality of chemical databases with community-developed tools (a...Improving the quality of chemical databases with community-developed tools (a...
Improving the quality of chemical databases with community-developed tools (a...
baoilleach
 
Dna in forensics
Dna in forensicsDna in forensics
Dna in forensics
BlancoScience
 
Paper from mokhtar thesis
Paper from mokhtar thesisPaper from mokhtar thesis
Paper from mokhtar thesis
Usama Mohamed El-Barrany
 
‫قسم الامراض المعدية Department of infectious diseases
‫قسم الامراض المعدية Department of infectious diseases‫قسم الامراض المعدية Department of infectious diseases
‫قسم الامراض المعدية Department of infectious diseases
Hayat abdulhamid
 
Principles of drug discovery
Principles of drug discoveryPrinciples of drug discovery
Principles of drug discovery
pharmacologyseminars
 
Chemoinformatics and information management
Chemoinformatics and information managementChemoinformatics and information management
Chemoinformatics and information management
Duncan Hull
 
DRUG DESIGN BASED ON BIOINFORMATICS TOOLS
DRUG DESIGN BASED ON BIOINFORMATICS TOOLSDRUG DESIGN BASED ON BIOINFORMATICS TOOLS
DRUG DESIGN BASED ON BIOINFORMATICS TOOLS
NIPER MOHALI
 
Cheminformatics
CheminformaticsCheminformatics
Cheminformatics
baoilleach
 
Data mining ppt
Data mining pptData mining ppt
Data mining ppt
sai krishna
 
DNA FORENSIC ANALYSIS
DNA FORENSIC ANALYSISDNA FORENSIC ANALYSIS
DNA FORENSIC ANALYSIS
Prashant Mehta
 

Viewers also liked (20)

FORENSIC DNA PROFILING: Strengths and Limitations
FORENSIC DNA PROFILING: Strengths and LimitationsFORENSIC DNA PROFILING: Strengths and Limitations
FORENSIC DNA PROFILING: Strengths and Limitations
 
Applying cheminformatics and bioinformatics approaches to neglected tropical ...
Applying cheminformatics and bioinformatics approaches to neglected tropical ...Applying cheminformatics and bioinformatics approaches to neglected tropical ...
Applying cheminformatics and bioinformatics approaches to neglected tropical ...
 
Chemo informatics scope and applications
Chemo informatics scope and applicationsChemo informatics scope and applications
Chemo informatics scope and applications
 
الدجاجه أولا أم البيضه أولا
الدجاجه أولا أم البيضه أولاالدجاجه أولا أم البيضه أولا
الدجاجه أولا أم البيضه أولا
 
الفيروسات الارتجاعية والبيرونات
الفيروسات الارتجاعية والبيروناتالفيروسات الارتجاعية والبيرونات
الفيروسات الارتجاعية والبيرونات
 
Half-life and Nuclear Reaction
Half-life and Nuclear ReactionHalf-life and Nuclear Reaction
Half-life and Nuclear Reaction
 
De novo design of molecular wires with optimal properties for solar energy co...
De novo design of molecular wires with optimal properties for solar energy co...De novo design of molecular wires with optimal properties for solar energy co...
De novo design of molecular wires with optimal properties for solar energy co...
 
سكاكين لقطع الجينات
سكاكين لقطع الجيناتسكاكين لقطع الجينات
سكاكين لقطع الجينات
 
التيلومير
التيلوميرالتيلومير
التيلومير
 
Improving the quality of chemical databases with community-developed tools (a...
Improving the quality of chemical databases with community-developed tools (a...Improving the quality of chemical databases with community-developed tools (a...
Improving the quality of chemical databases with community-developed tools (a...
 
Dna in forensics
Dna in forensicsDna in forensics
Dna in forensics
 
تضاعف الحامض النووي Dna
تضاعف الحامض النووي Dnaتضاعف الحامض النووي Dna
تضاعف الحامض النووي Dna
 
Paper from mokhtar thesis
Paper from mokhtar thesisPaper from mokhtar thesis
Paper from mokhtar thesis
 
‫قسم الامراض المعدية Department of infectious diseases
‫قسم الامراض المعدية Department of infectious diseases‫قسم الامراض المعدية Department of infectious diseases
‫قسم الامراض المعدية Department of infectious diseases
 
Principles of drug discovery
Principles of drug discoveryPrinciples of drug discovery
Principles of drug discovery
 
Chemoinformatics and information management
Chemoinformatics and information managementChemoinformatics and information management
Chemoinformatics and information management
 
DRUG DESIGN BASED ON BIOINFORMATICS TOOLS
DRUG DESIGN BASED ON BIOINFORMATICS TOOLSDRUG DESIGN BASED ON BIOINFORMATICS TOOLS
DRUG DESIGN BASED ON BIOINFORMATICS TOOLS
 
Cheminformatics
CheminformaticsCheminformatics
Cheminformatics
 
Data mining ppt
Data mining pptData mining ppt
Data mining ppt
 
DNA FORENSIC ANALYSIS
DNA FORENSIC ANALYSISDNA FORENSIC ANALYSIS
DNA FORENSIC ANALYSIS
 

Similar to Applied Bioinformatics & Chemoinformatics: Techniques, Tools, and Opportunities

Integrating molecular biology and bioinformatics education
Integrating molecular biology and bioinformatics educationIntegrating molecular biology and bioinformatics education
Integrating molecular biology and bioinformatics education
adewolepelumi
 
Current Trends & Developments of Bioinformatics
Current Trends & Developments of BioinformaticsCurrent Trends & Developments of Bioinformatics
Current Trends & Developments of Bioinformatics
Yousif A. Algabri
 
2nd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
2nd International Conference on Biotechnology, Bio Informatics, Bio Medical S...2nd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
2nd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
Global R & D Services
 
01. Introduction to Bioinformatics.pptx
01. Introduction to Bioinformatics.pptx01. Introduction to Bioinformatics.pptx
01. Introduction to Bioinformatics.pptx
HussainTaqi1
 
6th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
6th International Conference on Biotechnology, Bio Informatics, Bio Medical S...6th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
6th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
Global R & D Services
 
Clinical Anatomy 9566
Clinical Anatomy 9566Clinical Anatomy 9566
Clinical Anatomy 9566
Robin Featherstone
 
Technical activities in ELIXIR Europe
Technical activities in ELIXIR EuropeTechnical activities in ELIXIR Europe
Technical activities in ELIXIR Europe
Rafael C. Jimenez
 
Bioinformatics and proteomics Presentation.pptx
Bioinformatics and proteomics Presentation.pptxBioinformatics and proteomics Presentation.pptx
Bioinformatics and proteomics Presentation.pptx
Testppt3
 
Ontology for the Financial Services Industry
Ontology for the Financial Services IndustryOntology for the Financial Services Industry
Ontology for the Financial Services Industry
Barry Smith
 
Kenya annotated-bib-ppt-hpp-29-01-2015
Kenya annotated-bib-ppt-hpp-29-01-2015Kenya annotated-bib-ppt-hpp-29-01-2015
Kenya annotated-bib-ppt-hpp-29-01-2015
Davy A. Orago, MSPH
 
Informatics Principles of Modern Institutional Bio-banking: The Road Ahead
Informatics Principles of Modern Institutional Bio-banking: The Road AheadInformatics Principles of Modern Institutional Bio-banking: The Road Ahead
Informatics Principles of Modern Institutional Bio-banking: The Road Ahead
Mike Hogarth, MD, FACMI, FACP
 
Career oppurtunities in the field of Bioinformatics
Career oppurtunities in the field of BioinformaticsCareer oppurtunities in the field of Bioinformatics
Career oppurtunities in the field of Bioinformatics
Shikha Thakur
 
NCBO Overview and Biositemaps
NCBO Overview and BiositemapsNCBO Overview and Biositemaps
NCBO Overview and Biositemaps
Trish Whetzel
 
ELIXIR
ELIXIRELIXIR
Canvas health talkjuly2015.key
Canvas health talkjuly2015.keyCanvas health talkjuly2015.key
Canvas health talkjuly2015.key
Brian Fisher
 
bioinfo_00-introduction.ppt
bioinfo_00-introduction.pptbioinfo_00-introduction.ppt
bioinfo_00-introduction.ppt
Ammr2
 
3rd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
3rd International Conference on Biotechnology, Bio Informatics, Bio Medical S...3rd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
3rd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
Global R & D Services
 
5th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
5th International Conference on Biotechnology, Bio Informatics, Bio Medical S...5th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
5th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
Global R & D Services
 
How to win the 4th Industrial Revolution
How to win the 4th Industrial RevolutionHow to win the 4th Industrial Revolution
How to win the 4th Industrial Revolution
Arlen Meyers, MD, MBA
 
The Introduction of BIOINFORMATICS etc.pdf
The Introduction of BIOINFORMATICS etc.pdfThe Introduction of BIOINFORMATICS etc.pdf
The Introduction of BIOINFORMATICS etc.pdf
rizalka
 

Similar to Applied Bioinformatics & Chemoinformatics: Techniques, Tools, and Opportunities (20)

Integrating molecular biology and bioinformatics education
Integrating molecular biology and bioinformatics educationIntegrating molecular biology and bioinformatics education
Integrating molecular biology and bioinformatics education
 
Current Trends & Developments of Bioinformatics
Current Trends & Developments of BioinformaticsCurrent Trends & Developments of Bioinformatics
Current Trends & Developments of Bioinformatics
 
2nd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
2nd International Conference on Biotechnology, Bio Informatics, Bio Medical S...2nd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
2nd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
 
01. Introduction to Bioinformatics.pptx
01. Introduction to Bioinformatics.pptx01. Introduction to Bioinformatics.pptx
01. Introduction to Bioinformatics.pptx
 
6th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
6th International Conference on Biotechnology, Bio Informatics, Bio Medical S...6th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
6th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
 
Clinical Anatomy 9566
Clinical Anatomy 9566Clinical Anatomy 9566
Clinical Anatomy 9566
 
Technical activities in ELIXIR Europe
Technical activities in ELIXIR EuropeTechnical activities in ELIXIR Europe
Technical activities in ELIXIR Europe
 
Bioinformatics and proteomics Presentation.pptx
Bioinformatics and proteomics Presentation.pptxBioinformatics and proteomics Presentation.pptx
Bioinformatics and proteomics Presentation.pptx
 
Ontology for the Financial Services Industry
Ontology for the Financial Services IndustryOntology for the Financial Services Industry
Ontology for the Financial Services Industry
 
Kenya annotated-bib-ppt-hpp-29-01-2015
Kenya annotated-bib-ppt-hpp-29-01-2015Kenya annotated-bib-ppt-hpp-29-01-2015
Kenya annotated-bib-ppt-hpp-29-01-2015
 
Informatics Principles of Modern Institutional Bio-banking: The Road Ahead
Informatics Principles of Modern Institutional Bio-banking: The Road AheadInformatics Principles of Modern Institutional Bio-banking: The Road Ahead
Informatics Principles of Modern Institutional Bio-banking: The Road Ahead
 
Career oppurtunities in the field of Bioinformatics
Career oppurtunities in the field of BioinformaticsCareer oppurtunities in the field of Bioinformatics
Career oppurtunities in the field of Bioinformatics
 
NCBO Overview and Biositemaps
NCBO Overview and BiositemapsNCBO Overview and Biositemaps
NCBO Overview and Biositemaps
 
ELIXIR
ELIXIRELIXIR
ELIXIR
 
Canvas health talkjuly2015.key
Canvas health talkjuly2015.keyCanvas health talkjuly2015.key
Canvas health talkjuly2015.key
 
bioinfo_00-introduction.ppt
bioinfo_00-introduction.pptbioinfo_00-introduction.ppt
bioinfo_00-introduction.ppt
 
3rd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
3rd International Conference on Biotechnology, Bio Informatics, Bio Medical S...3rd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
3rd International Conference on Biotechnology, Bio Informatics, Bio Medical S...
 
5th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
5th International Conference on Biotechnology, Bio Informatics, Bio Medical S...5th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
5th International Conference on Biotechnology, Bio Informatics, Bio Medical S...
 
How to win the 4th Industrial Revolution
How to win the 4th Industrial RevolutionHow to win the 4th Industrial Revolution
How to win the 4th Industrial Revolution
 
The Introduction of BIOINFORMATICS etc.pdf
The Introduction of BIOINFORMATICS etc.pdfThe Introduction of BIOINFORMATICS etc.pdf
The Introduction of BIOINFORMATICS etc.pdf
 

Recently uploaded

Eukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptxEukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptx
RitabrataSarkar3
 
Deep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless ReproducibilityDeep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless Reproducibility
University of Rennes, INSA Rennes, Inria/IRISA, CNRS
 
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
yqqaatn0
 
Bob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdfBob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdf
Texas Alliance of Groundwater Districts
 
Medical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptxMedical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptx
terusbelajar5
 
Oedema_types_causes_pathophysiology.pptx
Oedema_types_causes_pathophysiology.pptxOedema_types_causes_pathophysiology.pptx
Oedema_types_causes_pathophysiology.pptx
muralinath2
 
在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样
在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样
在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样
vluwdy49
 
Thornton ESPP slides UK WW Network 4_6_24.pdf
Thornton ESPP slides UK WW Network 4_6_24.pdfThornton ESPP slides UK WW Network 4_6_24.pdf
Thornton ESPP slides UK WW Network 4_6_24.pdf
European Sustainable Phosphorus Platform
 
Equivariant neural networks and representation theory
Equivariant neural networks and representation theoryEquivariant neural networks and representation theory
Equivariant neural networks and representation theory
Daniel Tubbenhauer
 
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
yqqaatn0
 
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills MN
 
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốtmô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
HongcNguyn6
 
Randomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNERandomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNE
University of Maribor
 
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
David Osipyan
 
Authoring a personal GPT for your research and practice: How we created the Q...
Authoring a personal GPT for your research and practice: How we created the Q...Authoring a personal GPT for your research and practice: How we created the Q...
Authoring a personal GPT for your research and practice: How we created the Q...
Leonel Morgado
 
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdfTopic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
TinyAnderson
 
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxThe use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
MAGOTI ERNEST
 
bordetella pertussis.................................ppt
bordetella pertussis.................................pptbordetella pertussis.................................ppt
bordetella pertussis.................................ppt
kejapriya1
 
SAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdfSAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdf
KrushnaDarade1
 
Compexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titrationCompexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titration
Vandana Devesh Sharma
 

Recently uploaded (20)

Eukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptxEukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptx
 
Deep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless ReproducibilityDeep Software Variability and Frictionless Reproducibility
Deep Software Variability and Frictionless Reproducibility
 
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
原版制作(carleton毕业证书)卡尔顿大学毕业证硕士文凭原版一模一样
 
Bob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdfBob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdf
 
Medical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptxMedical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptx
 
Oedema_types_causes_pathophysiology.pptx
Oedema_types_causes_pathophysiology.pptxOedema_types_causes_pathophysiology.pptx
Oedema_types_causes_pathophysiology.pptx
 
在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样
在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样
在线办理(salfor毕业证书)索尔福德大学毕业证毕业完成信一模一样
 
Thornton ESPP slides UK WW Network 4_6_24.pdf
Thornton ESPP slides UK WW Network 4_6_24.pdfThornton ESPP slides UK WW Network 4_6_24.pdf
Thornton ESPP slides UK WW Network 4_6_24.pdf
 
Equivariant neural networks and representation theory
Equivariant neural networks and representation theoryEquivariant neural networks and representation theory
Equivariant neural networks and representation theory
 
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
如何办理(uvic毕业证书)维多利亚大学毕业证本科学位证书原版一模一样
 
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
Travis Hills' Endeavors in Minnesota: Fostering Environmental and Economic Pr...
 
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốtmô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
 
Randomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNERandomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNE
 
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
 
Authoring a personal GPT for your research and practice: How we created the Q...
Authoring a personal GPT for your research and practice: How we created the Q...Authoring a personal GPT for your research and practice: How we created the Q...
Authoring a personal GPT for your research and practice: How we created the Q...
 
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdfTopic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
 
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxThe use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
 
bordetella pertussis.................................ppt
bordetella pertussis.................................pptbordetella pertussis.................................ppt
bordetella pertussis.................................ppt
 
SAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdfSAR of Medicinal Chemistry 1st by dk.pdf
SAR of Medicinal Chemistry 1st by dk.pdf
 
Compexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titrationCompexometric titration/Chelatorphy titration/chelating titration
Compexometric titration/Chelatorphy titration/chelating titration
 

Applied Bioinformatics & Chemoinformatics: Techniques, Tools, and Opportunities

  • 1. Applied Bioinformatics & Chemoinformatics: Techniques, Tools and Opportunities. FATOKI, Toluwase H. Department of Biochemistry, Federal University of Technology, Akure, Nigeria. +2347032219821 hezekiahfatoki@gmail.com www.linkedin.com/in/hezekiahfatoki www.fheztbioinformatics.wordpress.com
  • 2. “None of us is as smart as all of us” – Ken Blanchard. “If you want to go fast, go alone. If you want to go far, go together.” – African Proverb.
  • 3. OUTLINES • Introduction to Genetic Engineering • Sequencing: The Next Generation • Introduction to Bioinformatics • Overview of Bioinformatics in Africa • Essential Bioinformatics • Introduction to Database and Tools • Introduction to Chemoinformatics/Pharmacoinformatics • Applications of Bioinformatics • Application in Biotechnology Industries • Application in Biomedical and Biopharmaceuticals Industries • Current Trends and Opportunities • Questions and Answers
  • 4. Introduction to Genetic Engineering • The Central Dogma • Concept Maps of Genetic Engineering
  • 5. Sequencing: The Next Generation A Life Decoded is the story of this singular milestone in our history, told by the man who through a combination of vision, tenacity, ingenuity, and insight challenged conventional wisdom and refuted his critics to reveal the human genetic code. Desmond S. T. Nicholl, (2008). An Introduction to Genetic Engineering. Cambridge University Press, New York.
  • 6.
  • 9. Desmond S. T. Nicholl, (2008). An Introduction to Genetic Engineering. Cambridge University Press, New York.
  • 10. Medha Bhagwat, PhD. NIH Library Bioinformatics Support Program
  • 11. Essential Bioinformatics • Section I: Introduction And Biological Databases • Section II: Sequence Alignment • Section III: Gene And Promoter Prediction • Section IV: Molecular Phylogenetics • Section V: Structural Bioinformatics • Section VI: Genomics and Proteomics Arthur M. Lesk,(2002). Introduction to Bioinformatics, Oxford University Press, New York
  • 12. Introduction to Databases and Tools http://www.cbs.dtu.dk/biotools/ http://molbiol-tools.ca/molecular_biology_freeware.htm http://www.hpc.cam.ac.uk/compbio/software http://bioinformaticssoftwareandtools.co.in/bio_tools.php http://www.bioafrica.net/software.php
  • 13. • NCBI: The National Center for Biotechnology Information (USA): http://ncbi.nlm.nih.gov • EBI:The European Bioinformatics Institute: www.ebi.ac.uk • SIB:The Swiss Institute of Bioinformatics Expasy (Expert Protein analysis system): www.expasy.org • Canadian Bioinformatics Resource http://cbr-rbc.nrc-cnrc.gc.ca/
  • 14. Chemoinformatics/Pharmacoinformatics Darren Green, (2016). Computational Drug discovery. The computational methods for in silico drug discovery have been broadly categories into two fields bioinformatics and chemoinformatics. In case of bioinformatics, major emphasis is on identification and validation of drug targets, mainly based on functional/structural annotation of genomes. In case of cheminformatics or pharmacoinformatics, major emphasis is on designing of drug molecules or ligands and their interaction with drug targets. Frank K. Brown (1998) defined Chemoinformatics as the mixing of information resources to transform data into information, and information into knowledge, for the intended purpose of making better decisions faster in the arena of drug lead identification and optimization.
  • 15.
  • 16.
  • 17.
  • 19. Application in Biotechnology Industries Desmond S. T. Nicholl, (2008). An Introduction to Genetic Engineering. Cambridge University Press, New York.
  • 20.
  • 21. Application in Biomedical and Biopharmaceuticals Industries Desmond S. T. Nicholl, (2008). An Introduction to Genetic Engineering. Cambridge University Press, New York.
  • 22. Jurgen Drews (2000). Drug Discovery: A Historical Perspective, Science/Drug Discovery, vol.287, 1960-1964.
  • 23.
  • 24. Current Trends and Opportunities
  • 25. Jobs, PhDs and Networks http://blog.biogem.org/2013/03/bioinformatics-carrer-opportunities.html http://www.sib.swiss/about-us/careers http://www.nature.com/naturejobs/science/jobs?q=bioinformatics http://www.bioinformatics.org/jobs/ http://www.linkedin.com/topic/bioinformatics http://www.linkedin.com/topic/computational-biology Online Courses https://www.futurelearn.com https://www.coursera.org Thanks for listening