pistoia alliance rsc evening event 2015: stefan klostermann, roche, on the helm antibody editor

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The HELM Antibody Editor Stefan Klostermann, Roche pREDi

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Page 1: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

The HELM Antibody Editor

Stefan Klostermann, Roche pREDi

Page 2: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

Agenda

• Scope of the HELM Antibody Editor

• DEMO: From raw sequences to drugs

• Role of

• DEMO: Integration with HELM Editor

Page 3: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

to handle complex antibodies

• Analysis / decomposition

• Visualization

• Manipulation

• Registration

Page 4: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

• Detection, analysis and annotation of all domains

• Cys-Cys bonds

– Intra-domain (Ig-like)

– Inter-domains (scFv, scFab)

– Inter-chains (HC-HC/LC)

– Alert if free Cys left

HELM Antibody Editor

Decomposition & Assembly

• Variable, hinge, constant

• V: germlines, C: isotypes

• Species ( human?)

• Mutations (Knob into hole)

• Peptides, linkers, payloads

bispecific

trispecificeffector protein

knob into hole

Xmab

Page 5: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody EditorRegistration & Data Analysis

Registration

• Unique identifier (check)

• Full chemical structure

• Domains & annotations

• Antibody format (used modules)

• Antibody figure

• Fully automatic even startingwith just raw sequences!

Data analysis

1) SAR analysis of

• Specificities

• Antibody formats

• Linker types

• Payloads (+position)

2) Retrieval of components

21

3

Page 6: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Open the HELM Editor

Note: Architecture of version

released soon will be different

Page 7: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Start the HELM Antibody Editor

Page 8: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Load raw sequences

Page 9: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Raw sequences in FASTA format

Page 10: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Review sequence decomposition

Page 11: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Fully assembled and annotated

antibody drug molecule

Page 12: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Review single domains

Page 13: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

Role of HELM

Background

• Hierarchical Editing Language for Macromolecules

– Notation

– HELM Editor & toolkit

• Released by Pfizer to the Pistoia Alliance for public distribution

– http://openhelm.org/ Github

• Emerging new notation standard for complex biologicals

Page 14: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

Role of HELM

for the HELM Antibody Editor

• HELM notation used for registration

• HELM toolkit used for coding

• HELM Editor used for manipulations of domains (e.g. for ADCs)

Page 15: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Fully assembled and

annotated antibody

Page 16: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Select a single domain for editing

Page 17: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Editor

Edit domain in HELM Editor

Page 18: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Editor

Load SMCC and connect to domain

Page 19: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Editor

Load peptide and connect to SMCC

Page 20: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

Sync back from HELM Editor

to HELM Antibody Editor

Page 21: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Final drug molecule & further manipulations

Manually create Cys-Cys bonds

Manually delete Cys-Cys bonds

Page 22: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Editor

Final drug molecule

Page 23: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

Summary

The HELM Antibody Editor

• allows easy (usually automatic) registration of even complex antibody

formats

• ... to enable SAR analysis within and across projects

• ... and full search & retrieval of all components.

• Will be made public in the tradition of the HELM Editor

by Q1 2015 on Github.

Page 24: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

Acknowledgements

To the developers

Domain editor and framework (Pharma Research and Early

Development Informatics, Roche Innovation Center Penzberg, Germany)

• Pandu Raharja (Trainee)

• Stefan Zilch (BridgingIT GmbH, Mannheim)

• Marco Lanig (quattro research GmbH, Martinsried)

Domain recognition (quattro research GmbH, Martinsried, Germany)

• Anne Mund (Trainee)

• Marco Lanig

Page 25: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

Doing now what patients need next

Page 26: Pistoia Alliance RSC evening event 2015: Stefan Klostermann, Roche, on the HELM Antibody Editor

HELM Antibody Editor

Methodology

• Chop chains into domains (use BLAST against domain library)

• Annotate domains

– e.g., Vh, Ck, linkers, peptides, effector proteins

– as defined by domain library

• Detect known mutations in constant domains

– e.g. LALA, knob-in-hole

– as defined by mutation table

• Detect known multi-domain modules

– e.g. XMab, scFv, scFab

– as defined by auto-connector rule set