The EurOPDX Consortium:Objectives, Achievements & Future Directions in developing PDXs and derivatives
Emilie Vinolo1*, Els Hermans2, Laura Soucek3,4,5, Denis G. Alférez6, Frederic Amant1, Daniela Annibali1, Joaquín Arribas3,4,5, Mohamed Bentires-Alj7, Cristina Bernadó3,4,5, Andrea Bertotti8, Andrew V. Biankin9, Alejandra Bruna10, Eva Budinska11, Annette T. Byrne12, Carlos Caldas10, Oriol Casanovas13, David K. Chang9, Robert B. Clarke6, Simona Corso8, Georges Coukos14, Virginie Dangles-Marie15, Didier Decaudin15, Jeroen Depreeuw1, Zdenka Dudová11, Olivier Elemento16, Silvia Giordano8, Eva Gonzalez-Suarez17, Manuel Hidalgo18, Georgio Ga. Inghirami16, Monika Jarzabek12, Steven de Jong19, Jos Jonkers20, Kristel Kemper20, Aleš Křenek11, Martin Kuba11, Luisa Lanfrancone21, Pedro P. Lopez Casas18, Gunhild Mari Mælandsmo22, Elisabetta Marangoni15, Enzo Medico8, Ian Miller12, Kim Moran-Jones9, Beatriz Morancho3,4,5, Fariba Nemati15, Jens Henrik Norum22,
Héctor G. Palmer3, Daniel S. Peeper20, Pier Giuseppe Pelicci21, Alejandro Piris-Giménez3, Miguel Angel Pujana13, Sergio Roman-Roman15, Oscar M. Rueda10, Joan Seoane3,4,5, Violeta Serra3, Alexandros Sigaras16, Sabine Tejpar1, Martin Tomas11, Livio Trusolino8, Ate van der Zee19, Marieke van de Ven20; Dominique Vanhecke14, Alberto Villanueva13, Bea Wisman19
1seeding science, Paris, France; 2University Hospital Leuven, Belgium; 3Vall d'Hebron Institute of Oncology, Barcelona, Spain; 4Universitat Autònoma de Barcelona, Bellaterra, Spain; 5Institució Catalana de Recerca I Estudis Avançats (ICREA), Barcelona, Spain; 6Manchester Cancer Research Center, University of Manchester, UK 7University of Basel / University Hospital Basel, Switzerland; 8Universitof Torino, Candiolo Cancer Institute IRCCS, Candiolo, Italy; 9Wolfson Wohl Cancer
Research Center, Institute of Cancer Sciences, University of Glasgow, UK; 10Cancer Research UK Cambridge Institute, Cambridge Cancer Centre, UK; 11Masarykova Univerzita, Brno, Czech Republic; 12Royal College of Surgeons in Ireland, Dublin, Ireland; 13Catalan Institute of Oncology, L’Hospitalet de Llobregat, Barcelona, Spain; 14Lausanne Branch, Ludwig Institute for Cancer Research at the University of Lausanne, Switzerland; 15Institut Curie, Paris, France; 16Weill
Cornell Medical College, New York, NY, USA; 17Bellvitge Biomedical Research Institute IDIBELL, L’Hospitalet de Llobregat, Barcelona, Spain; 18Centro Nacional de Investigaciones Oncologicas, Madrid, Spain; 19University Medical Center Groningen, University of Groningen, The Netherlands; 20Netherlands Cancer Institute - Antoni van Leeuwenhoek, Amsterdam, The Netherlands; 21Istituto Europeo di Oncologia, Milan, Italy; 22Oslo University Hospital, Oslo, Norway.
Started in early 2013, the EurOPDX Consortium now includes 18 academic institutions throughout Europe and in the US studyingpatient-derived tumours grown as xenografts in mice (PDX), to challenge the extreme inter- and intra-tumour heterogeneity ofbiological behaviour and treatment response in human cancer. EurOPDX involves world-renowned experts at the forefront of researchin basic, preclinical, translational and clinical oncology across multiple pathologies, and displays a wide range of expertise intechnological platforms. The distributed PDX collection of the consortium consists of more than 1,500 subcutaneous and orthotopicmodels for over 30 different pathologies (details of the collection on www.europdx.eu).
Despite the great promise for PDX to improve the attrition rate in cancer, generalized use in high-throughput drug screenings isunrealistic, from an animal welfare point of view as well as for financial reasons. Short-term 2D and propagateable 3D (organoids) exvivo cultures from PDX-derived tissue, retain genomic features and in vivo drug response and can systematically and consistently begenerated from PDXs. This non-animal and cost effective drug development pipeline for high-throughput screening prior to in vivotesting using PDX models is currently still under investigation across cancer types and open for improvement.
The primary goal of the consortium is to increase the visibility of this collection, and share the established PDX models andderivatives with the academic scientific community. In addition, our objective is to improve the predictability of preclinical data by:
(i) improving characterisation of the models
(ii) implementing new PDX models to strengthen the representativeness of the collection, and humanized PDX models
(iii) harmonising working practice
(iv) integrating complementary models (e.g. ex vivo 2D and 3D assays) in innovative drug development pipelines, and
(v) leveraging deep molecular and pharmacogenomic profiling data of the collection of models to discover predictive biomarkers, newtargets, and new strategies to overcome drug resistance.
ABSTRACT / OBJECTIVES OF EurOPDXA NETWORK OF TRANSLATIONAL AND CLINICAL RESEARCHERS
* Contact for further information: [email protected]
STANDARDS for REFINEMENT
• Establishing common standards increase animal welfare and improve reproducibility of preclinical results.
• Workshop Nov. 2014: Common standards for the minimal validation and characterisation of PDX models.
• Generalisation of PDX fingerprinting as quality control.
• Ongoing
Installation of the Laboratory Assistant Suite (LAS) developed at the University of Torino across several EurOPDXcenters. LAS is a laboratory information management system for live tracking by digital barcoding of all biobanking information and in vivo data.
ACHIEVEMENTS & ACTIVITIES TOWARDS THE 3Rs
SHARING MODELS for REDUCTION
• Increase visibility of established models, across the Consortium and towards the scientific community, to avoid duplication of efforts and make maximal used of available models.
• Models currently accessible on a collaborative basis for the moment.
• Ongoing
Set-up of a common and public database on cBioPortal (release of pilot database foreseen for early 2017), which will include clinical information and molecular characterisation of the models. Data on PDX cohorts will be included progressively.
Initiatives towards the “professionalization” of models sharing (biobanking/trans-national access to the collection).
OTHER NETWORKING ACTIVITIES for REDUCTION
• Many collaborations initiated since the start of EurOPDX, sharing of negative results, of protocols.
• 1st educational workshop in Weggis, Switzerland on October 3-6, 2016 to open up discussions with the European and international community, in particular young researchers.
METHODOLOGY
Engraftment Phase (F1)
Expansion (F2) and validation (F3) phase
www.europdx.eu/
ESTABLISHMENT OF PDXS
Transplantation of a patient’s tumour sample in immunocompromised mice Following positive engraftment, expansion over several “passages” in mice
BENEFITS OF PDX MODELS
PDXs maintain the characteristics of the original patient’s tumour at the histological, genetic, and pharmacological levels Intra-tumour heterogeneity is largely maintained from the original patient’s tumour Collections of PDXs / “xenopatients” allow to represent the extreme inter- and intra-tumour heterogeneity of biological behaviour and treatment response in human cancer Personalised medicine approaches (biomarker analyses, Avatar and proxy approaches…)
> Much improved predictability for success in the clinics as compared to cancer cell lines or cell lines xenografts,
ex vivo PDX-derived 2D and 3D
(organoid) cell cultures for high-throughput drug screening
LIMITATIONS OF PDX MODELS
Immunocompromised mice lack a functional immune system.> Development of “humanised” PDX models
Mid- to High-throughput screening of single drugs or drug-drug combinations in collection of models is not ethical nor feasible.
> Development of alternative study designs (1 animal per drug per model) and alternative ex vivo approaches
DEVELOPMENT OF EX VIVO 2D/3D ALTERNATIVE APPROACHES for REPLACEMENT
• PDX-derived culture (2D and organoids) recapitulate the heterogeneity of the patient’s tumor and have the great potential to reduce animal experimentation.
• Tumor organoids are amenable to high-throughput drug screening, and can serve as a robust platform for pre-clinical pharmacogenomic studies.
• Patient-derived xenograft organoids allow personalized therapy design.
• Although retaining the molecular characteristics, cell cultures are not able to fully represent all biological processes and functions of the whole body including vascularization, immune cell infiltration, …
• Ongoing
Evaluation of ex vivo PDX-derived models in other cancer types in several laboratories across the EurOPDX member institutions.
Collaborations with SMEs in the field (e.g. OcellO, The Netherlands) to define reliable cut-off parameters for drug sensitivity in PDX-derived 2D/3D cell cultures.
• Development of a new platform which uses short-term cultured breast cancer PDX cells for ex vivo high-throughput single and drug-drug combination testing (Prof. Carlos Caldas lab, Cancer Research UK Cambridge Institute, in collaboration with other researchers from the EurOPDXnetwork. Bruna et al., Cell 2016)