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Engineering of Antibodies, a Knowledge Based Approach Nottingham: 21st March 2007 [email protected]

Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

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Page 1: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Engineering of Antibodies, aKnowledge Based Approach

Nottingham: 21st March [email protected]

Page 2: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Introduction

• Introduction• Antibody structure• Engineering Antibodies: Humanisation• Expression

• Mammalian• E.coli

• Clinical Utility• Alternatives

Page 3: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Commercial value of Antibodies

Page 4: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Discovery Spending vs Output

30

35

40

4550

55

60

65

70

85 86 87 88 89 90 91 92 93 94 95 96 97 98 99051015202530354045

Annual Industry R&D

Expenditure ($billion)

NCE’s launched peryear

NC

E’s p

er Y

ear

$ bi

llion

Page 5: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Licensed mAb Products

Product Indication Year LicencedReopro Coronary artery disease 1994Synagis Prevent RSV infection 1998Rituxan Lymphoma therapy 1997Herceptin Breast Cancer 1998Zenapax Kidney Transplantation 1997Remicade Arthritis/Crohn’s disease 1998Orthoclone Organ Transplantation 1986Simulect Kidney Transplantation 1988Mylotarg AML 2000

Total Global 1999 Sales ≈ $1.5 Billion

Page 6: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Value of Antibody Technology

• Four marketed humanised antibodies hadcombined total sales in excess of $700M– Mylotarg– Herceptin– Synagis– Zenapax

• Total global sales in 1999 of therapeutic Mabproducts ≈ $1.5 Billion

Avastin had approx sales of $1.1Billion in 2005

Page 7: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Value of AntibodyTechnology..contd

• one of the fastest growing and most lucrativesectors of the pharmaceutical industry, withexceptional 48.1% growth between 2003 and2004.

• In 2005, the antibodies market was valuedat an estimated US$14 billion, accountingfor over 24 percent of the total proteintherapeutics market.

• Potential to triple in value over the next few yearsand reach $30.3 billion in 2010

• A wave of fully human products are expected tolaunch from 2007 onwards, accounting for 12 ofthe 20 launches between 2007 and 2010.

Page 8: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Immunogenicity of TherapeuticAntibodies versus other Biologics

• For naked, humanised antibodies or fragments, there isa high probability that the response will be directedtowards the idiotype

• Important issues are– Hypersensitivity reactions (safety)

• However it is unlikely that anti-idiotype antibodies willcross-react with native proteins

– Blocking/ neutralising/ clearing of drug (efficacy)• Anti-idiotype antibodies will have the potential to

neutralise if they are sufficiently high titre or affinity

Page 9: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Immunogenicity of TherapeuticAntibodies – conjugates or chimeric Mabs

• Attachments have the potential to beimmunogenic – even weak immunogensmay provoke a response when attached to alarge protein

• Linkers, neo-epitopes at joining regions,chimeric V-region framework sequences allhave potential to be immunogenic

Page 10: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Factors affecting Antibody Immunogenicity

• Molecule– Species homology (rat, monkey, man)– Expression of antigen– Location of antigen e.g. soluble vs surface of immune system cell; -

Affinity of binding;– Attachments (e.g. cytotoxic drug, PEG)

• Manufacturing– Glycosylation– Aggregates

• Administration– Route of administration (SC vs IV)– Size of dose; - Number and frequency of doses

• Recipient– Patient population– Concomitant medication

Page 11: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Technologies which have beendeveloped to reduce Immunogenicity

• Biovation:For DeImmunisation™ of antibodies and proteins, helper Tcell epitopes are identified within the primary sequence of thebiopharmaceutical and these sequences are modified, principally byamino acid substitution, to avoid recognition by T cells.

• AlgoNomics|:Epibase™ is the proprietary platform for T-cell epitopeidentification.

• Genencor: The i-mune Assay (Epitope Mapping Technology)• PEG: Roche - PEGASYS® (IFN -α2a)

Page 12: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Human/Humanised Antibodies

• 1st Generation - Chimeric Antibodies• 2nd Generation - CDR Grafting• Fully Human Antibodies:

• Human Ab Phage Libraries– CAT

• Hu Mice– Abgenix– Medarex– XTL

• Hu Rabbits

Page 13: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

HUMIRA™

• 1st approved “fully human” Mab (RA)• Q - Is HUMIRA™ immunogenic ?• A - Yes

– Overall rate 5.5% in pivotal trials– Included 1gG2, IgG3, IgG4 & IgM (No igE)– Primarily anti Id’s– Modest reduction in efficacy in patients on

monotherapy– No effect on safety

Abbott Lab’s presented above data in Sept 2003 (IBC)

Page 14: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

SAR of an Antibody

Properties to be considered :

Half Life (t 1/2) Number of binding sites (Avidity /

Valency) Immunogenicity Blocking antibody ? Internalising (TFM > DFM)) Deliver drug / effector functions /

enzyme

Page 15: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Antibodies• Estimated that the humans can produce as many

as 10 million different antibodies in the primaryrepertoire and this can be further expanded byseveral orders of magnitude by somatic mutation

• This diversity and specificity of antibodies can beunderstood by examination of antibody structure

Page 16: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

IgG Structure– Consists of 4 polypeptide chains

− two heavy chains, approx. 50kDa− two light chains, approx. 25kDa

• Each is divided into domains of approx. 110aa stabilised by intra-disulphide bonds.

• Light chain composed of:– variable domain (VL)– constant domain (CL)

• Heavy chain composed of:– variable domain (Vh)– three constant domain (CH1,CH2,CH3)

Heavy and light chain variable domains associate to form the antigenbinding site

Fv

Page 17: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

IgG Structure Contd.

The IgG molecule has two antigen binding sites.

The heavy and light chains are linkedby a disulphide bond between the CLand CH1 domains.

A flexible region known as the “hinge” linksthe CH1 and CH2 domains of each heavy chain.

The two heavy chains are linked togetherat the hinge by disulphide bonds.

The CH2 domain is normally glycosylated.

Page 18: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Antibody Architecture• Variety of immunoglobulin fragments from both human and mouse

have been characterised by X-ray Crystallography

• The individual domains have similar conformation,“Immunoglobulin Fold”

• The Ig Fold consists of 2 layers of anti parallel beta sheet

N

C

Page 19: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 20: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Ig domain structure• The N-terminal variable domains differs from that of the C-

proximal constant domains:– V domains β sheets consist of 5 & 4 strands– C domains β sheets consist of 4 & 3 strands

V domain

C domain

1

2

34

1 23

1

2

3

45

1

2 3

4

C domainV domain

Page 21: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Heavy Chain

Light Chain

Fc

Fab

Page 22: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Bio-informatics• The primary sequence of several thousand

antibody molecules are known (largest number ofknown sequences in one protein family).

• Analysis of these sequences revealed that thevariability of the variable domains is largelyrestricted to three “hypervariable” regions, in eachof the light and heavy variable domains.

• Comparatively little variation in the intervening“framework” regions”

Page 23: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Kabat Plot

Fwk1 Fwk4CDR1 Fwk2 CDR2 Fwk3 CDR3

Page 24: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 25: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

CDRs• The combining site of antibodies is almost

entirely made up of 6 loops, 3 each from the lightand heavy variable domains.

• Variability in these loops arises from:– sequence– Length

• Loops are commonly referred to as– Complementarity determining regions (CDRs)– Hypervariable loops

Page 26: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 27: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 28: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

05

101520

253035

4045

0 7 14 21 28 35 42Time (days)

Antibodies to Murine anti TNF-antibody inCynomolgus Monkey

Page 29: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Potential Disadvantages of aHuman Anti -Mouse Antibody

(HAMA) Response

• Acute or Delayed HypersensitivityReactions

• Pharmacokinetic Changes » High MW Aggregates» Increased rates of clearance

• Reduced Targeting Efficiency / Efficacy

Page 30: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Strategies to Avoid HAMA• Co- therapy with immunosuppresent• Sequential IgG type therapy regime• Co- administration with anti-CD4 antibody• Use of Antibody fragments• Use of human or primate monoclonals• Use of recombinant chimeric or humanised

antibodies

Page 31: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Cloning V regions• Clone rodent variable domains using RT-PCR• Primers designed based on leader sequence and

constant regions

• Cloned directly into expression vectorscontaining human constant regions.

Page 32: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Chimeric ConstructionMurine Light Chain

Chimeric Light Chain

Human Constant Region

Vl

Murine Heavy Chain

Chimeric Heavy Chain

Human Constant RegionVh

50% Human 75% Human

Page 33: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 34: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 35: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

MuMu

Chimeric Antibody

Human

Page 36: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Antibody-antigen structures• Fab structures complexed with several

antigens have been deposited in PDB:– Haptens

– Phosphocholine– Vitamin K1OH– Fluorescein

– Proteins:– Lysozyme– Influenza virus neuraminidase

– DNA– Carbohydrate

Page 37: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Humanisation by CDR grafting• Antibody - Antigen

interactions occur at thetips of the Fab arms.

• CDR grafting transfersthe binding specificity ofthe rodent antibody intoa human antibody

• Transfer CDRs frommouse to humanenvironment.

S.nuclease Lysozyme

Page 38: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Humanisation of V Region

CDR1 CDR2 CDR3Fwk1 Fwk2 Fwk3 Fwk4

Fwk1 Fwk2 Fwk3 Fwk4

CDR1 CDR2 CDR3Fwk1 Fwk2 Fwk3 Fwk4

Murine V Region

Human AcceptorFrameworks

Humanised V Region

Page 39: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Kabat CDR grafting

Page 40: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 41: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Initial Results of CDR grafting

• The affinities of Kabat grafts, transferringonly the CDRs from rodent to humanframeworks is generally poor.

• Most if not all of the original affinity isnormally lost

• WHY?

Page 42: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 43: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Framework Residues• Selection of framework residues is acheived

by visual inspection of antibody models:

– Exposed and spatially adjacent residues toCDRs

– Buried residues which form Ig fold core

– Buried residues which are capable of formingcontacts with the CDRs

Page 44: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Model of the variable heavy domain of CDP571

CDR 3 CDR 1CDR 2

K#73

K#69

K#48 K#67

K#31 - K#35K#50 - K#58

K#95 - K#102

Model showing CDR's and 4 key amino acid substitution positions.

Page 45: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

- Designed- Assembled by PCR- Sequenced

Ck

pA

Amp

GScDNASV40 Ori

HCMV

BstB1 BsiW1

BsiW1BstB1

Light Chain Acceptor Vector

SV40L

HindIII ApaI

γ4

pA

Amp

SV40

gptSV40 Ori

HCMV

ApaIHindIII

Heavy Chain Acceptor Vector

- Designed- Assembled by PCR- Sequenced

Transfer heavy chain expression cassetteinto light chain expression vector

VlCk

pA

HCMV

Vh

Ch

pAAmp

SV40L

GS

HCMV

CDP571DGV

Page 46: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 47: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is
Page 48: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Mu

Humanised Antibody

Human

Page 49: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Generation of High AffinityAntibodies

Typical Affinities:

Mab Mu Affinity Hu Affinity Antigen Ab1 3. 8 x10 -10 3.2 x10 -10 TNF Ab2 0.86 x10 -10 0.5 x10 -10 Cytokine Ab3 2.5 x10 -10 4.5 x10 -10 Receptor Ab4 4.2 x10 -10 4.6 x10 -10 CD33 Ab5 12.8 x10 -10 12.7x10 -10 gp43

Page 50: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

0

5

10

15

20

25

30

35

40

45

0 7 14 21 28 35 42Time (days)

Antibodies to Murine and Humanised TNF-antibodyin Cynomolgus Monkey

Page 51: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

0 1 2 4 8 0 1 2 4 8 0 2 4 8 0 2 4 80.001

0.01

0.1

1

10

100

10001st Infusion 2nd Infusion 3rd Infusion 4th Infusion

1.0mg/kgCDP571 10.0mg/kg CDP571

Time since infusion (weeks)

CD

P57

1 P

lasm

a co

ncen

tratio

n (µ

g/m

l)

0.1mg/kg CDP571

Repeat administration of CDP571 in Patients with Repeat administration of CDP571 in Patients with Rheumatoid ArthritisRheumatoid Arthritis

Page 52: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Antibody Fragments Evaluated for Delivery of 90Y

VHVL

SH

Fab' di-Fab (DFM) tri-Fab (TFM)

VH

VL

VHVLVHVL

Fv scFv scFv-hinge

VHVL

SH

VHVL VLVH

di scFv

VH

VL VL

VHVH

VL VL

VH

-

Page 53: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

calicheamicin specific target(CD33)

antibody

linker

DNA damage

LEUKAEMIC BLAST

DNA

Mylotarg™ - a pioneering treatment for acute myeloid leukaemia

Page 54: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is

Mylotarg

Page 55: Engineering of Antibodies, a Knowledge Based Approach · Immunogenicity of Therapeutic Antibodies versus other Biologics •For naked, humanised antibodies or fragments, there is