SlideShare a Scribd company logo
1 of 9
BIOINFORMATICS FOR
BEGINNERS
COURSE INTRODUCTION
WHAT IS BIOINFORMATICS?
-Bioinformatics is the science of storing, retrieving and analysing large
amounts of biological information.
- It is a highly interdisciplinary field involving many different types of
specialists, including biologists, molecular life scientists, computer
scientists and mathematicians.
- The field Bioinformatics include the analysis and interpretation of
data. This also includes analysis of DNA sequence, protein domain ,
protein sequence.
DNA SEQUENCING
-DNA sequencing is the process of determining the nucleic acid
sequence – the order of nucleotides in DNA.
-Various techniques were used to analyze the order of four bases-
adenine, guanine, cytosine, and thymine.
PROTEIN SEQUENCES
-Protein domains are the basic units of proteins that can fold,
function, and evolve independently.
-The domain prediction methods into two categories, namely
sequence-based and structure-based.
GENE EXPRESSION
The expression of many genes can be determined by measuring mRNA
levels with multiple techniques including microarrays, expressed cDNA
sequence tag (EST) sequencing, serial analysis of gene expression
(SAGE) tag sequencing, massively parallel signature sequencing (MPSS),
RNA-Seq, also known as "Whole Transcriptome Shotgun Sequencing"
(WTSS), or various applications of multiplexed in-situ hybridization.
1. BLAST
The Basic Local Alignment Search Tool (BLAST) finds regions of
local
similarity between sequences. The program compares nucleotide
or
protein sequences to sequence databases and calculates the
statistical
significance of matches. BLAST can be used to infer functional
and
evolutionary relationships between sequences as well as help
identify
2. ClustalW
Multiple alignments of protein sequences are important tools in
studying sequences. The basic information they provide is
identification
of conserved sequence regions. This is very useful in designing
experiments to test and modify the function of specific proteins, in
predicting the function and structure of proteins, and in identifying
new members of protein families
3. RASMOL
RasMol is a molecular graphics program intended for the
visualisation
of proteins, nucleic acids and small molecules. The program is
aimed at
display, teaching and generation of publication quality images.
4.Other Alignment tools
Many alignment for various functions like
• Protein Structure Prediction Tools- ex: MolSurfer.
• RNA Structure Prediction Tools- ex: MirAlign.
• Molecular Sequence Alignment Tools- ex: Lalign
Application of bioinformatics
• There is a tremendous application of bioinformatics in the field of
homology and similarity tools, protein function analysis, personalised
medicine, Gene therapy, Drug development, Comparative Studies and
also climate change studies.
• Bioinformatics plays a vital role in the areas of structural genomics,
functional genomics, and nutritional genomics.
• Bioinformatics is used for transcriptome analysis where mRNA
expression levels can be determined.

More Related Content

What's hot (20)

swiss-prot<bioinformatics>
swiss-prot<bioinformatics>swiss-prot<bioinformatics>
swiss-prot<bioinformatics>
 
Introduction of bioinformatics
Introduction of bioinformaticsIntroduction of bioinformatics
Introduction of bioinformatics
 
UniProt
UniProtUniProt
UniProt
 
Protein database
Protein  databaseProtein  database
Protein database
 
Ncbi
NcbiNcbi
Ncbi
 
Tools of bioinforformatics by kk
Tools of bioinforformatics by kkTools of bioinforformatics by kk
Tools of bioinforformatics by kk
 
History and devolopment of bioinfomatics.ppt (1)
History and devolopment of bioinfomatics.ppt (1)History and devolopment of bioinfomatics.ppt (1)
History and devolopment of bioinfomatics.ppt (1)
 
Biological Database
Biological DatabaseBiological Database
Biological Database
 
Swiss PROT
Swiss PROT Swiss PROT
Swiss PROT
 
Swiss prot database
Swiss prot databaseSwiss prot database
Swiss prot database
 
Structural Genomics
Structural GenomicsStructural Genomics
Structural Genomics
 
NCBI
NCBINCBI
NCBI
 
Biological database
Biological databaseBiological database
Biological database
 
Prosite
PrositeProsite
Prosite
 
DNA data bank of japan (DDBJ)
DNA data bank of japan (DDBJ)DNA data bank of japan (DDBJ)
DNA data bank of japan (DDBJ)
 
Introduction to NCBI
Introduction to NCBIIntroduction to NCBI
Introduction to NCBI
 
Protein data bank
Protein data bankProtein data bank
Protein data bank
 
databases in bioinformatics
databases in bioinformaticsdatabases in bioinformatics
databases in bioinformatics
 
SEQUENCE ANALYSIS
SEQUENCE ANALYSISSEQUENCE ANALYSIS
SEQUENCE ANALYSIS
 
NCBI National Center for Biotechnology Information
NCBI National Center for Biotechnology InformationNCBI National Center for Biotechnology Information
NCBI National Center for Biotechnology Information
 

Similar to Beginner's Guide to Bioinformatics

Introduction to bioinformatics
Introduction to bioinformaticsIntroduction to bioinformatics
Introduction to bioinformaticsmaulikchaudhary8
 
Bioinformatics, application by kk sahu sir
Bioinformatics, application by kk sahu sirBioinformatics, application by kk sahu sir
Bioinformatics, application by kk sahu sirKAUSHAL SAHU
 
Bioinformatics Introduction and Use of BLAST Tool
Bioinformatics Introduction and Use of BLAST ToolBioinformatics Introduction and Use of BLAST Tool
Bioinformatics Introduction and Use of BLAST ToolJesminBinti
 
Protein sequence classification in data mining– a study
Protein sequence classification in data mining– a studyProtein sequence classification in data mining– a study
Protein sequence classification in data mining– a studyZac Darcy
 
PROTEIN SEQUENCE CLASSIFICATION IN DATA MINING– A STUDY
PROTEIN SEQUENCE CLASSIFICATION IN DATA MINING– A STUDYPROTEIN SEQUENCE CLASSIFICATION IN DATA MINING– A STUDY
PROTEIN SEQUENCE CLASSIFICATION IN DATA MINING– A STUDYZac Darcy
 
LECTURE NOTES ON BIOINFORMATICS
LECTURE NOTES ON BIOINFORMATICSLECTURE NOTES ON BIOINFORMATICS
LECTURE NOTES ON BIOINFORMATICSMSCW Mysore
 
SooryaKiran Bioinformatics
SooryaKiran BioinformaticsSooryaKiran Bioinformatics
SooryaKiran Bioinformaticscontactsoorya
 
BioInformatics Tools -Genomics , Proteomics and metablomics
BioInformatics Tools -Genomics , Proteomics and metablomicsBioInformatics Tools -Genomics , Proteomics and metablomics
BioInformatics Tools -Genomics , Proteomics and metablomicsAyeshaYousaf20
 
A comparative study using different measure of filteration
A comparative study using different measure of filterationA comparative study using different measure of filteration
A comparative study using different measure of filterationpurkaitjayati29
 
GENOMICS AND BIOINFORMATICS
GENOMICS AND BIOINFORMATICSGENOMICS AND BIOINFORMATICS
GENOMICS AND BIOINFORMATICSsandeshGM
 
BASIC OF BIOINFORMATICS.pptx
BASIC OF BIOINFORMATICS.pptxBASIC OF BIOINFORMATICS.pptx
BASIC OF BIOINFORMATICS.pptxDevaprasadPanda
 
Shorter bioinformatics
Shorter bioinformaticsShorter bioinformatics
Shorter bioinformaticsNimrita Koul
 
Bioinformatic, and tools by kk sahu
Bioinformatic, and tools by kk sahuBioinformatic, and tools by kk sahu
Bioinformatic, and tools by kk sahuKAUSHAL SAHU
 
overview on Next generation sequencing in breast csncer
overview on Next generation sequencing in breast csnceroverview on Next generation sequencing in breast csncer
overview on Next generation sequencing in breast csncerSeham Al-Shehri
 
Introduction to Biological database ppt(1).pptx
Introduction to Biological database ppt(1).pptxIntroduction to Biological database ppt(1).pptx
Introduction to Biological database ppt(1).pptxRAJESHKUMAR428748
 

Similar to Beginner's Guide to Bioinformatics (20)

Introduction to bioinformatics
Introduction to bioinformaticsIntroduction to bioinformatics
Introduction to bioinformatics
 
Bioinformatics, application by kk sahu sir
Bioinformatics, application by kk sahu sirBioinformatics, application by kk sahu sir
Bioinformatics, application by kk sahu sir
 
Bioinformatics Introduction and Use of BLAST Tool
Bioinformatics Introduction and Use of BLAST ToolBioinformatics Introduction and Use of BLAST Tool
Bioinformatics Introduction and Use of BLAST Tool
 
Protein sequence classification in data mining– a study
Protein sequence classification in data mining– a studyProtein sequence classification in data mining– a study
Protein sequence classification in data mining– a study
 
PROTEIN SEQUENCE CLASSIFICATION IN DATA MINING– A STUDY
PROTEIN SEQUENCE CLASSIFICATION IN DATA MINING– A STUDYPROTEIN SEQUENCE CLASSIFICATION IN DATA MINING– A STUDY
PROTEIN SEQUENCE CLASSIFICATION IN DATA MINING– A STUDY
 
LECTURE NOTES ON BIOINFORMATICS
LECTURE NOTES ON BIOINFORMATICSLECTURE NOTES ON BIOINFORMATICS
LECTURE NOTES ON BIOINFORMATICS
 
SooryaKiran Bioinformatics
SooryaKiran BioinformaticsSooryaKiran Bioinformatics
SooryaKiran Bioinformatics
 
BioInformatics Tools -Genomics , Proteomics and metablomics
BioInformatics Tools -Genomics , Proteomics and metablomicsBioInformatics Tools -Genomics , Proteomics and metablomics
BioInformatics Tools -Genomics , Proteomics and metablomics
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
 
Bioinformatics.pptx
Bioinformatics.pptxBioinformatics.pptx
Bioinformatics.pptx
 
A comparative study using different measure of filteration
A comparative study using different measure of filterationA comparative study using different measure of filteration
A comparative study using different measure of filteration
 
GENOMICS AND BIOINFORMATICS
GENOMICS AND BIOINFORMATICSGENOMICS AND BIOINFORMATICS
GENOMICS AND BIOINFORMATICS
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
 
BASIC OF BIOINFORMATICS.pptx
BASIC OF BIOINFORMATICS.pptxBASIC OF BIOINFORMATICS.pptx
BASIC OF BIOINFORMATICS.pptx
 
Shorter bioinformatics
Shorter bioinformaticsShorter bioinformatics
Shorter bioinformatics
 
Genomics types
Genomics typesGenomics types
Genomics types
 
Bioinformatic, and tools by kk sahu
Bioinformatic, and tools by kk sahuBioinformatic, and tools by kk sahu
Bioinformatic, and tools by kk sahu
 
Bioinformatics
BioinformaticsBioinformatics
Bioinformatics
 
overview on Next generation sequencing in breast csncer
overview on Next generation sequencing in breast csnceroverview on Next generation sequencing in breast csncer
overview on Next generation sequencing in breast csncer
 
Introduction to Biological database ppt(1).pptx
Introduction to Biological database ppt(1).pptxIntroduction to Biological database ppt(1).pptx
Introduction to Biological database ppt(1).pptx
 

Recently uploaded

_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting DataJhengPantaleon
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptxVS Mahajan Coaching Centre
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13Steve Thomason
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdfssuser54595a
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdfSoniaTolstoy
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxSayali Powar
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfUmakantAnnand
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxpboyjonauth
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon AUnboundStockton
 
MENTAL STATUS EXAMINATION format.docx
MENTAL     STATUS EXAMINATION format.docxMENTAL     STATUS EXAMINATION format.docx
MENTAL STATUS EXAMINATION format.docxPoojaSen20
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Celine George
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfchloefrazer622
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactdawncurless
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC   History collection FORMAT.pptxPSYCHIATRIC   History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptxPoojaSen20
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentInMediaRes1
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionSafetyChain Software
 

Recently uploaded (20)

_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data_Math 4-Q4 Week 5.pptx Steps in Collecting Data
_Math 4-Q4 Week 5.pptx Steps in Collecting Data
 
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions  for the students and aspirants of Chemistry12th.pptxOrganic Name Reactions  for the students and aspirants of Chemistry12th.pptx
Organic Name Reactions for the students and aspirants of Chemistry12th.pptx
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
Staff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSDStaff of Color (SOC) Retention Efforts DDSD
Staff of Color (SOC) Retention Efforts DDSD
 
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
18-04-UA_REPORT_MEDIALITERAСY_INDEX-DM_23-1-final-eng.pdf
 
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdfBASLIQ CURRENT LOOKBOOK  LOOKBOOK(1) (1).pdf
BASLIQ CURRENT LOOKBOOK LOOKBOOK(1) (1).pdf
 
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptxPOINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
POINT- BIOCHEMISTRY SEM 2 ENZYMES UNIT 5.pptx
 
Concept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.CompdfConcept of Vouching. B.Com(Hons) /B.Compdf
Concept of Vouching. B.Com(Hons) /B.Compdf
 
Introduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptxIntroduction to AI in Higher Education_draft.pptx
Introduction to AI in Higher Education_draft.pptx
 
Crayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon ACrayon Activity Handout For the Crayon A
Crayon Activity Handout For the Crayon A
 
MENTAL STATUS EXAMINATION format.docx
MENTAL     STATUS EXAMINATION format.docxMENTAL     STATUS EXAMINATION format.docx
MENTAL STATUS EXAMINATION format.docx
 
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
Incoming and Outgoing Shipments in 1 STEP Using Odoo 17
 
Arihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdfArihant handbook biology for class 11 .pdf
Arihant handbook biology for class 11 .pdf
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1Código Creativo y Arte de Software | Unidad 1
Código Creativo y Arte de Software | Unidad 1
 
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Tilak Nagar Delhi reach out to us at 🔝9953056974🔝
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
PSYCHIATRIC History collection FORMAT.pptx
PSYCHIATRIC   History collection FORMAT.pptxPSYCHIATRIC   History collection FORMAT.pptx
PSYCHIATRIC History collection FORMAT.pptx
 
Alper Gobel In Media Res Media Component
Alper Gobel In Media Res Media ComponentAlper Gobel In Media Res Media Component
Alper Gobel In Media Res Media Component
 
Mastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory InspectionMastering the Unannounced Regulatory Inspection
Mastering the Unannounced Regulatory Inspection
 

Beginner's Guide to Bioinformatics

  • 2. COURSE INTRODUCTION WHAT IS BIOINFORMATICS? -Bioinformatics is the science of storing, retrieving and analysing large amounts of biological information. - It is a highly interdisciplinary field involving many different types of specialists, including biologists, molecular life scientists, computer scientists and mathematicians. - The field Bioinformatics include the analysis and interpretation of data. This also includes analysis of DNA sequence, protein domain , protein sequence.
  • 3. DNA SEQUENCING -DNA sequencing is the process of determining the nucleic acid sequence – the order of nucleotides in DNA. -Various techniques were used to analyze the order of four bases- adenine, guanine, cytosine, and thymine.
  • 4. PROTEIN SEQUENCES -Protein domains are the basic units of proteins that can fold, function, and evolve independently. -The domain prediction methods into two categories, namely sequence-based and structure-based.
  • 5. GENE EXPRESSION The expression of many genes can be determined by measuring mRNA levels with multiple techniques including microarrays, expressed cDNA sequence tag (EST) sequencing, serial analysis of gene expression (SAGE) tag sequencing, massively parallel signature sequencing (MPSS), RNA-Seq, also known as "Whole Transcriptome Shotgun Sequencing" (WTSS), or various applications of multiplexed in-situ hybridization.
  • 6. 1. BLAST The Basic Local Alignment Search Tool (BLAST) finds regions of local similarity between sequences. The program compares nucleotide or protein sequences to sequence databases and calculates the statistical significance of matches. BLAST can be used to infer functional and evolutionary relationships between sequences as well as help identify
  • 7. 2. ClustalW Multiple alignments of protein sequences are important tools in studying sequences. The basic information they provide is identification of conserved sequence regions. This is very useful in designing experiments to test and modify the function of specific proteins, in predicting the function and structure of proteins, and in identifying new members of protein families
  • 8. 3. RASMOL RasMol is a molecular graphics program intended for the visualisation of proteins, nucleic acids and small molecules. The program is aimed at display, teaching and generation of publication quality images. 4.Other Alignment tools Many alignment for various functions like • Protein Structure Prediction Tools- ex: MolSurfer. • RNA Structure Prediction Tools- ex: MirAlign. • Molecular Sequence Alignment Tools- ex: Lalign
  • 9. Application of bioinformatics • There is a tremendous application of bioinformatics in the field of homology and similarity tools, protein function analysis, personalised medicine, Gene therapy, Drug development, Comparative Studies and also climate change studies. • Bioinformatics plays a vital role in the areas of structural genomics, functional genomics, and nutritional genomics. • Bioinformatics is used for transcriptome analysis where mRNA expression levels can be determined.