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Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine and Drug Research International Center for Chemical and Biological Sciences, University of Karachi.

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Page 1: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Chemistry and Biology of DNA in the Age of Personalized Medicines

Dr. Ishtiaq Ahmad Khan

Assistant Professor

Dr. Panjwani Center for Molecular Medicine and Drug ResearchInternational Center for Chemical and Biological Sciences, University of

Karachi.

Page 2: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA in every organism

Page 3: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA – The molecule of Life

The building blocks of DNA are nucleotides.each nucleotide composed of:

– a nitrogenous base(adenine, thymine, guanine, cytosine abbreviated as A, T, G, C)

– a 5-carbon sugar called deoxyribose– a phosphate group (PO4)

Page 4: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 5: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Nucleotides

Nitrogenous base(adenine)

5-carbonRibose sugar

Phosphategroup

esterlinkage

Page 6: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA StructureNucleotides are connected to each other by

phosphodiester bonds to form a long chain

Page 7: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Double helical Structure of DNA– 2 sugar-phosphate backbones– nitrogenous bases toward the interior of the

molecule– bases form hydrogen bonds with complementary

bases on the opposite sugar-phosphate backbone• A pairs with T (2 H bonds)• C pairs with G (3 H Bonds)

Page 8: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 9: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Noble Prizes in DNA Chemistry

Watson, Crick, and Wilkins (1962): Discovery of structure of DNAH. Gobind Khorana (1973)Chemical synthesis of oligonucleotide Berg, Gilbert, and Sanger (1980): The determination of base sequences in nucleic acidsMullis and Smith (1993): Contributions to the developments of methods within DNA-based chemistry. Invention of PCR

Page 10: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Sequencing the DNAIn the 1970’s, Sanger’s group discovered a method of 'reading' the linear DNA sequence using special nucleotide bases called chain terminators or di-deoxy nucleotides.

This method is still in use today.

Died on November 19, 2013Frederick Sanger

Page 11: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Dideoxy Nucleotide

Page 12: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 13: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 14: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 15: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 16: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 17: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 18: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 19: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 20: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 21: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 22: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Next Generation DNA Sequencing

Complete genome copies

Massively parallel sequencing, Shotgun Genome Sequencing:for sequencing the whole genome and whole exome

Page 23: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Fragmented genome chunks

NOT REALLY DONE BY DUCK HUNTERS !Hydroshearing, sonication, enzymatic

shearing

Next Generation DNA Sequencing

Page 24: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Major NGS Platforms • 454 FLX Genome Sequencer (Roche)Pyrosequencing method• Hiseq2000, Solexa Genome Analyzer (Illumina)Sequencing by seynthesis • SOLiD ( Applied Biosystems)Sequencing by ligation chemistry• Ion-torrent (Life technologies)An integrated semiconductor device enabling non-optical genome sequencing

• Heliscope (Heliscope Biosciences)Single molecule sequencing by synthesis

24

Page 25: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

ATTGTTCCCACAGACCGCGGCGAAGCATTGTTCC ACCGTGTTTTCCGACCG

TTTCCGACCGAAATGGCTTGTTCCCACAGACCGTGAGCTCGATGCCGGCGAAGATGCCGGCGAAGCATTGT

TAATGCGACCTCGATGCCACAGACCGTGTTTCCCGA

AAGCATTGTTCCCACAG TGTTTTCCGACCGAAATCCGACCGAAATGGCTCCTGCCGGCGAAGCCTTGT

Assembly of short reads

17 bp

66 bp

TAATGCGACCTCGATGCCGGCGAAGCATTGTTCCCACAGACCGTGTTTTCCGACCGAAATGGCTCC

Consensus sequence:

Page 26: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Overview of DNA to RNA to Protein

• A gene is expressed in two steps– Transcription: RNA synthesis– Translation: Protein synthesis

Page 27: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA: A long double-stranded string of nucleotides that encode for many genes.

Gene

The Central Dogma: DNARNAProtein

Page 28: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA: A long double-stranded string of nucleotides that encode for many genes.

Gene

RNA: A single-stranded copy of one gene.

RNA

The Central Dogma: DNARNAProtein

Page 29: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA: A long double-stranded string of nucleotides that encode for many genes.

Gene

RNA: A single-stranded copy of one gene.

The Central Dogma: DNARNAProtein

RNA

Protein: Proteins are composed amino acids. Amino acids are made from triplets of nucleotides called codons.

Page 30: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA: A long double-stranded string of nucleotides that encode for many genes.

Gene

Protein: Proteins are composed amino acids. Amino acids are made from triplets of nucleotides called codons.

RNA: A single-stranded copy of one gene.

The Central Dogma: DNARNAProtein

Codon 1

Page 31: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA: A long double-stranded string of nucleotides that encode for many genes.

Gene

Protein: Proteins are composed amino acids. Amino acids are made from triplets of nucleotides called codons.

RNA: A single-stranded copy of one gene.

The Central Dogma: DNARNAProtein

Codon 1 Codon 2

Page 32: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA: A long double-stranded string of nucleotides that encode for many genes.

Gene

Protein: Proteins are composed amino acids. Amino acids are made from triplets of nucleotides called codons.

Amino acid 1 Amino acid 2

RNA: A single-stranded copy of one gene.

The Central Dogma: DNARNAProtein

Codon 1 Codon 2

Page 33: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

DNA: A long double-stranded string of nucleotides that encode for many genes.

Gene

Protein: Proteins are composed amino acids. Amino acids are made from triplets of nucleotides called codons.

Amino acid 1 Amino acid 2

Protein!

RNA: A single-stranded copy of one gene.

The Central Dogma: DNARNAProtein

Codon 1 Codon 2

Page 34: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCTDNA:

Page 35: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met

DNA:

Amino Acids/Protein:

Page 36: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met

DNA:

Amino Acids/Protein: Val

Page 37: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu

DNA:

Amino Acids/Protein: Val

Page 38: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu Ser

DNA:

Amino Acids/Protein: Val

Page 39: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu Ser Pro

DNA:

Amino Acids/Protein: Val

Page 40: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu Ser Pro

DNA:

Amino Acids/Protein: Val

Page 41: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu Ser Pro

DNA:

Amino Acids/Protein: Val

ATG GTG CTG TCT ACTDNA:

Page 42: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu Ser Pro

DNA:

Amino Acids/Protein: Val

ATG GTG CTG TCT ACT

Met Leu Ser Thr

DNA:

Amino Acids/Protein: Val

Page 43: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu Ser Pro

DNA:

Amino Acids/Protein: Val

Words: Tom and Sam are bad

ATG GTG CTG TCT ACT

Met Leu Ser Thr

DNA:

Amino Acids/Protein: Val

Page 44: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu Ser Pro

DNA:

Amino Acids/Protein: Val

Words: Tom and Sam are bad

ATG GTG CTG TCT ACT

Met Leu Ser Thr

DNA:

Amino Acids/Protein: Val

Tom and Sam are sadWords:

Page 45: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

A small change in the gene sequence can result in a very different protein

ATG GTG CTG TCT CCT

Met Leu Ser Pro

DNA:

Amino Acids/Protein: Val

Words: Tom and Sam are bad

ATG GTG CTG TCT ACT

Met Leu Ser Thr

DNA:

Amino Acids/Protein: Val

Tom and Sam are sadWords:

Changes in DNA are called variations or mutations

Variations in the DNA (genotype) can cause observable changes (phenotype) in individuals

Page 46: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Human Genome Research

• Human Genome Project in 2003•Finishing the euchromatic sequence of the human genome.

•Nature 2004; 431 (7011): 931-945.

• Phase I HapMap project in 2005•A haplotype map of the human genome.

•Nature 2005: 437(7063):1299-1320

• Encyclopedia of DNA Elements (ENCODE) project in 2007•Identification and analysis of functional elements in 1%

•of the human genome by the ENCODE pilot project.•Nature 2007; 447(7146):799-816

• 1000 Genomes Project in 2008•DNA sequences. A plan to capture human diversity in 1000 genomes.

•Science 2008; 319(5863):395

Page 47: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Genotypes and Human Disease

Do all humans have the same DNA?• Single nucleotide polymorphisms or SNPs.

• We can associate SNPs with medical histories of individuals and achieve statistically significant correlations.

• Pharmacogenetics (PGx) is the science of how an individual’s genotype affects their body’s response to drugs.

Page 48: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Variationsin our DNA

make usUNIQUE!

Page 49: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Genomics in Drug Discovery

Page 50: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Personalized MedicinesPersonalized medicine is the use of

information from a patient's genotype to:

• Initiate a preventative measure against the development of a disease or condition,

or

• Select the most appropriate therapy for a disease or condition that is particularly suited to that patient.

Page 51: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Why does it matter?

In treating all people with a certain lung cancer without having a

genetic test , 10 % of people might respond.

In treating people who have a genetic test and are found to have

a tumour mutation , 85% of people treated for that mutation

might respond.

The best drug for a specific disease in a

particular person.

Page 52: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Is Personalized medicine only for sick people?

Definitely not. Because an individual's genome influences his or her likelihood of developing (or not developing) a broad range of medical conditions, personalized medicine focuses strongly on wellness and disease prevention.

If a person's genomic information indicates a higher-than-average risk of developing diabetes or a particular form of cancer, that person may choose a lifestyle, or sometimes be prescribed medications.

Page 53: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Examples of SNPsLinked to Drug Response

Page 54: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Case Study: Warfarin

• Most widely prescribed oral anticoagulant for preventing thrombolytic events, despite its narrow therapeutic range.

• Problematic dosing due to patient’s diet, age, and other medications.

•CYP2D9/VKORC1 genes analysis predicts its prescription.

(Mol Interv. 2006, 6(4): 223-277)

Page 55: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Case Study: Irinotecan

• Irinotecan is used as chemotherapeutic agent for the treatment of metastatic colorectal cancer.

• It produces adverse drug reactions in some patients.• genotyping assay is carried out to mutations in UGT1A1 gene for irinotecan prescribing.

(Personalized Medicine 2006, 3(4): 415-419)

Page 56: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Case Study: Abacavir

• Abacavir is a nucleoside analog reverse transcriptase inhibitor used to treat human immunodeficiency virus (HIV) .

• Its main side effect is hypersensitivity reaction (HSR).• HSR is associated with ethnicity. A significantly increased risk of abacavir-induced HSR in human leukocyte antigen (HLA)-B*57:01-carrying patients.

Sci China Life Sci. 2013, 56(2):119-24

Page 57: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Interferon Therapy

• Standard approved therapy for Hepatitis C• Differential response• Interleukin 28B gene (IL28B) variants which

are associated with decreased HCV clearance• Interleukin 28B gene (IL28B) variants are

considered as key players in deferential therapeutic responses.

Page 58: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Malignant Melanoma 2007

Page 59: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Melanoma 2013

Targeting treatment to a specific variant in the Melanoma gene.

Page 60: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Structure of Vemurafenib (marketed as Zelboraf)

Page 61: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Beta-thalassemias (β-thalassemias) are a group of inherited blood disorders caused by problems in the

production of hemoglobin, the oxygen-carrying protein in red blood cells.Cause is the mutations in beta-chain, 200 SNPs and several deletion

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Page 62: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

62

Hummmm……

Page 63: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Genomics

at

International Center for Chemical and Biological

Page 64: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 65: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 66: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 67: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 68: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Current Research Projects• Five human genome project• Integrated analysis of HCV genome and Exome

of Hepatitis C patients to Study genetics of differential response to interferon therapy

• Assessment of genetic factors for Ventricular Septal Defect

• Genomics of Diabetic patients

Page 69: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 70: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 71: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 72: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 73: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 74: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

74

Page 75: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Memorable Moments

Page 76: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 77: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 78: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine
Page 79: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Red Fort (Lal Qila) D

elhi India

Page 80: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Education complex of Islam

ic era at Q

utab complex D

elhi

Page 81: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine

Qutab M

inar Delhi India

Page 82: Chemistry and Biology of DNA in the Age of Personalized Medicines Dr. Ishtiaq Ahmad Khan Assistant Professor Dr. Panjwani Center for Molecular Medicine