21-23 April 2024, Utrecht Science Park, The Netherlands

ONTOX-hackathon-2024

About The hackathon

Hack to save lives and avoid animal suffering

ARTIFICIAL INTELLIGENCE (AI) IN TOXICOLOGY – A POTENTIAL DRIVER FOR REDUCING/REPLACING LABORATORY ANIMALS IN THE FUTURE. WE ARE LOOKING FOR SOLUTIONS AND INNOVATIVE IDEAS TO MOVE FORWARD. ARE YOU GOING TO HELP US TO HACK THIS COMPLEX CHALLENGES?

ONTOX hackathon, “Hack to save lives and avoid animal suffering“, will be held from 21 to 23 April 2024 in Utrecht Science Park. The whole event is open to a diverse community of forward-thinkers and problem-solvers interested in the intersection of AI and ethical toxicology. The goal is to bring together passionate individuals who seek innovative solutions to critical challenges in toxicology.

ONTOX first hackathon will feature renowned keynote speakers and industry experts who will share their insights and experiences in the field. Throughout the hackathon, participants will engage in breakout groups, collaborate with experts, and develop creative solutions to pressing issuesThe event will culminate in a pitch session, allowing teams to showcase their innovative ideas and findings.

Among the hackathon participants will be a mix of gender, nationalities, and experiences. ONTOX hackathon will have three overall groups in all established breakout groups:

  • 51 representatives covering following categories: social scientists, legal/ethics, biomedical researchers, other scientific fields (E.g., computer, AI), pharma industry, cosmetics industry, food industry, chemical industry, and NGOs;
  • 11 young students with different scientific areas of interest from various universities;
  • 21 Early Stage Researchers from the ONTOX project.

Hackathon experts

Sunday 21st
April 16:45 – 17:30

Title: ToxAIcology – the future of toxicology is AI.
Presented by Professor Thomas Hartung – Director at Johns Hopkins Bloomberg School of Public Health

Monday 22nd
April 09:30 – 10:15

Title: The Future of Science is Animal Free.
Presented by Jay Ingram – Director Chemicals at Humane Society International.

  • Chairman: Professor Mathieu Vinken at Vrije Universiteit Brussel – In Vitro Toxicology Team.
  • Member: Professor (toxicology) Juliette Legler – Faculty of Veterinary Medicine of Utrecht University.
  • Member: Doctor Manon Beekhuijzen, Section Head general, reproductive and developmental toxicology at Charles River Laboratories.
  • Member: Doctor Ján Szöllös, Senior Director AI Platforms BD at Insilico Medicine.

Experts are to be considered as a “living library” for the participants. 

The expert panel is available during the hackathon and can be consulted by the participants / respective breakout-groups.

  • Professor Thomas Hartung, Director at Johns Hopkins Bloomberg School of Public Health
  • Professor Stefan Leijnen – Professor in Artificial Intelligence & Head of EU relations at AiNed
  • Doctor Roelant Ossewaarde – University of Applied Science – Hogeschool Utrecht
  • Associated professor Marc Teunis, Senior Data Scientist at Hogeschool Utrecht, Lab of Innovative Testing
  • Doctor Arianna Giusti, Scientific Manager at Cosmetics Europe
  • Mr. Jay Ingram – Director Chemicals at Humane Society International
  • Doctor Tamara Zietek, Chief Executive Officer Science at Doctors Against Animal Experiments
  • Doctor Erwin Roggen, CEO at 3Rs Management Consult ApS
  • Postdoctoral researcher Janneke Hogervorst at PETA UK
  • Doctor Predrag Kukic, Science Leader – Strategy and Bioinformatics at Unilever
  • Doctor Gladys Ouedraogo, Senior Scientific officer at L’Oréal

An issue owner has been appointed for each of the four issues. They will make a short presentation for all participants on Sunday 21st April afternoon, and a more detailed lead-in and tailored presentation – including Q/A – to the breakout groups addressing the specific issue.

  • Issue 1; How to drive the use of AI in chemical risk assessment?

Professor Thomas Hartung, Director at Johns Hopkins Bloomberg School of Public Health

  • Issue 2: To predict or protect?

Doctor Arianna Giusti, Scientific Manager at Cosmetics Europe.

  • Issue 3: How can we secure human health and environmental protection at the same time?

Doctor Tamara Zietek, Chief Executive Officer Science at Doctors Against Animal Experiments.

  • Issue 4: How can we facilitate the transition from animal tests to full implementation of human relevant methods?

Doctor Predrag Kukic, Science Leader – Strategy and Bioinformatics at Unilever.

The coaches will lead the hackathon. They will introduce the participants to the “Hackathon” work methods, will be proactive in their support of respective breakout-groups during their discussions, and will provide some training prior respective breakout-groups pitches.

  • Lene Topp, CEO and Science for Policy Facilitator in Topp Advice.
  • Sven Retore, Facilitator at Visuality.

issues to be solved

During the intensive 3-day ONTOX hackathon, all participants will be solving 4 pressing issues:

Explore cutting-edge approaches to enhance the role of AI in assessing chemical risks and fostering safer environments

Artificial Intelligence (AI) is, in many aspects, seen to bring a wide array of economic and societal benefits to a wide range of sectors, including supporting the ambition to ensure a toxic-free environment.

More than 160 million chemicals are known to humans. About 40 000 to 60 000 of them can be found in commerce; 6000 of these account for more than 99% of the total volume of chemicals in commerce globally. In 2017, the chemical industry was the second largest manufacturing industry in the world, and the trend is going upwards – chemicals sales are projected to almost double from 2017 to 2030”.  (Guidance on chemicals and health, WHO)

Approximately 20 000 chemicals are registered in the EU under the Registration, Evaluation, Authorisation and Restriction of Chemicals (REACH). However, the number of chemicals constantly increases, and people/the environment are constantly exposed to a mixture of chemicals, leading to health effects (Living healthily in a chemical world, EEA). 

The present modus operandi for testing chemicals is not sufficient to secure European citizens’ better protection from chemicals in the future. This is where AI is assumed to be a game changer capable of utilizing available big data with relevance for toxicological assessments and doing it very fast, efficiently, and with very high certainty. However, we need to ensure the necessary transparency in the algorithms used and thereby explainability and confidence in the outcomes of the models for chemical analysis and assessments when using AI, meaning future implementation must fulfil the intention described in future regulations, e.g., the EU AI act.

Additionally, it’s necessary to find solutions for sharing data for the benefit of creating big data and, at the same time, ensuring industrial intellectual property rights (IPR) in a competitive global world. 

Considerations to find solutions

How to drive the use of AI in chemical risk assessment by addressing: 

  • Drivers (e.g., explainability, trust, transparency, etc.);
  • Barriers (e.g., proprietarily owned AI, mistrust, uncertainties, etc.);
  • Not only in a European perspective but in a global perspective/market.
Delve into the balance between predictive capabilities and protective measures when it comes to human health and environmental well-being

Traditionally, toxicological testing has been hazard-oriented – assessing if a chemical substance is toxic or non-toxic in order to secure the safety and protection of humans and the environment when exposed to chemical substances. This approach does not include the intended use and that chemical substances might be used in different applications and, as a result that potential exposure might influence the probability of adverse outcomes. 

More than 160 million chemicals are known to humans. About 40 000 to 60 000 of them can be found in commerce; 6000 of these account for more than 99% of the total volume of chemicals in commerce globally. In 2017, the chemical industry was the second largest manufacturing industry in the world, and the trend is going upwards – chemicals sales are projected to almost double from 2017 to 2030”. (Guidance on chemicals and health, WHO)  

Approximately 20 000 chemicals are registered in the EU under the Registration, Evaluation, Authorisation and Restriction of Chemicals (REACH). However, the number of chemicals constantly increases, and people/the environment are constantly exposed to a mixture of chemicals, leading to health effects (Living healthily in a chemical world, EEA). 

The current safety assessment of chemicals aims to predict a potential toxic effect on humans or in the environment based on the characteristics and properties of a chemical. However, such an approach does not take into account whether people will be exposed to such a chemical or not. 

  • If there is no exposure to the chemical in the anticipated use, there is no significant risk. If that’s the case, you might reduce the number of tests needed to predict the toxicity of chemicals with these specific applications. 
  • However, for those chemical substances where there is a high level of certainty and a low probability and that people will be exposed, you may conclude there is a minimal risk for that specific chemical in that specific application. 
  • Opposite, if there is a low level of uncertainty and a high probability that people will be exposed to a toxic substance, you can conclude there is potential high risk, and that requires a clear risk management strategy. 
  • If there is a probability of exposure combined with high uncertainty, you need more testing using human-relevant models, e.g., new approach methodologies (NAMs), to assess the potential risk.  

Besides the issue of exposure, it is impossible to prove the absence of something that is absent. In other words, absence of evidence is not evidence of absence  – meaning in this context, absence of evidence of no risk is not evidence of a risk.

Discussion

If we want to make the transition from the prediction of toxicological characteristics of substances to the protection of humans and the environment, how can we address:

  • Drivers, e.g., risk communication and risk perception;
  • Barriers, e.g., how to deal with uncertainty and risk aversion;
  • How far should we go to prove safety?
Discuss strategies for achieving dual objectives—ensuring human health and safeguarding the environment—through innovative technologies and practices

EU has agreed on a future strategy striving to be the first climate-neutral contingent – “The European Green Deal”*. The strategy describes both the protection of the environment and at the same time, how to ensure healthy food to the population, safe and sustainable transport, energy, and industry.

The question is if securing health and environmental protection are opposing interests or, in fact, are following converging objectives. The European Green Deal addresses both human health and protection of the environment from a holistic perspective. However, there might be areas of interest – or some aspects – where a clear answer is not given on potential contradictions. As an example, is it possible to produce healthy food in an economically sustainable way without any negative effect on the environment. Derived from such dilemma’s, what to prioritize or how to mitigate? 

Discussion

How to prevent that securing human health and environmental protection results in contrary interest addressing:

  • Drivers, e.g., safer & more sustainable by design, tools to reduce costs (productions);
  • Barriers, e.g., requirements of commercial openness are hampering business (IP-related issues, competence, and expertise), and is it too costly?;
  • Which stakeholder is to be involved?

*The European Green Deal is a set of policy initiatives by the European Commission aims to protect the health and well-being of citizens from environment-related risks and impacts. At the same time, this transition must be just and inclusive. It must put people first, and pay attention to the regions, industries and workers who will face the greatest challenges. The strategy describes how to protect and preserve the environment, and the strategy aims to: Protect our biodiversity and ecosystems; Reducing air, water, and soil pollution; Moving towards a circular economy; Improving waste management; Ensuring the sustainability of our blue economy and fisheries sectors.

Explore methods and ideas to accelerate the transition from traditional animal testing to more human-relevant and ethical approaches

EU Citizens’ Initiative “Save cruelty-free cosmetics – commit to a Europe without animal testing”  has put pressure on EU Commission to accelerate the implementation of non-animal and human-relevant testing of chemical substances in the future. 

However, scepticism related to new approach methodologies (NAMs), which include the use of Artificial Intelligence (AI), models with human cell culture (in vitro test methods), and computer-simulated models (in silico test methods), remains, claiming that uncertainties are a specific problem related to the use of NAMs. However, traditional laboratory test using living animals (in vivo test methods) does have similar uncertainties, and there are several examples of diseases caused by chemical exposure which are specific for respective species, e.g., rats versus human being, e.g., Thalidomide caused malformations in babies, neurodegenerative diseases, cancer research, and stroke.

More than 160 million chemicals are known to humans. About 40 000 to 60 000 of them can be found in commerce; 6000 of these account for more than 99% of the total volume of chemicals in commerce globally. In 2017, the chemical industry was the second largest manufacturing industry in the world, and the trend is going upwards – chemicals sales are projected to almost double from 2017 to 2030”. (Guidance on chemicals and health, WHO)  

Approximately 20 000 chemicals are registered in the EU under the Registration, Evaluation, Authorisation and Restriction of Chemicals (REACH). However, the number of chemicals constantly increases, and people/the environment are constantly exposed to a mixture of chemicals, leading to health effects (Living healthily in a chemical world, EEA). 

Consequently, the present modus operandi for testing chemicals is not sufficient to secure better protection of European citizens from all existing and new chemicals in the future – the present traditional testing capacity is insufficient and acceptance of using animals for testing decreases. 

However, the industry has experienced in several examples that the present regulations require an increased number of animal studies before chemicals are approved for use in specific applications (pharma, food, cosmetics, biocides, etc.). Alternative test methods, e.g., NAMs, are only fully accepted in relatively few areas, and regulatory authorities have traditionally required validation of NAMs, which includes benchmark with in vivo studies, before acceptance of these news methods. Assumption: Implementation of NAMs by industry is driven by full acceptance by regulatory authorities. 

Discussion

How to drive the transition from animal test of chemicals to full implementation of human-relevant methods, e.g., NAMs addressing:

  • Drivers, e.g., align current incentives to apply a probabilistic approach which include to assess exposure, identify the hazard, and perform the risk assessment; 
  • Barriers, e.g., are current guidelines and/or political agendas hampering the transition?;
  • Do we need risk assessment paradigm shift, and if so – how?;
  • Can we enforce equally validation of traditional animal in-vivo tests with NAMs in relation to uncertainties?

programme

SUNDAY | 21 APRIL 2024

16:00 – 16:30   Reception/registration

16:30 – 16:45   Welcome and practical issues

16:45 – 17:30   Key-note speaker

17:30 – 17:45   Introduction to the “hackathon process”

17:45 – 18:30   Short presentation of the four issues

18:30 – 19:00   Established teams – teambuilding / internal introduction

19:00 – 21:00   Team activities, Icebreaker followed by dinner

MONDAY | 22 APRIL 2024

09:00 – 09:30   Introduction to Day 2

09:30 – 10:15   Key-note speaker

10:15 – 10:30   Coffee break

10:30 – 11:30   Discussion in breakout-groups – the overall theme of the hackathon

11:30 – 12:00   Detailed intro of addressed issues to respective breakout-groups

12:00 – 18:30   Working in breakout-groups on respective issues – breaks for lunch and coffee included

18:30 – 21:00   Icebreaker and dinner

TUESDAY | 23 APRIL 2024

08:00 – 08:30   How to make a nice pitch – communicating your results

08:30 – 10:45   Breakout-groups finalise their presentations

10:45 – 11:00   Coffee break

11:00 – 13:00   Presentations from all breakout-groups

13:00 – 14:00   Lunch and jury evaluation

14:00 – 14:45   Jury moment and award of winner

14:45 – 15:00   Final remarks and sending home

Awards

The winning presenter of the pitch will obtain free participation at the 22nd International Congress ESTIV to be held from 3 to 6 June 2024 in Prague. The winning team will be granted a small award for all team members.

The venue

Utrecht Science Park (formerly know as De Uithof) is the largest of Utrecht University’s campuses, and is located in the east of the city. Utrecht Science Park houses most of the university’s faculties.

Address:
Padualaan 99 (Sunday and Monday), Padualaan 101 (Tuesday) 
3584 CS, Utrecht 
The Netherlands

Utrecht Science Park is home to the University Medical Center Utrecht, five faculties of the HU University of Applied Sciences, the Botanic Gardens, a number of research institutions and research businesses, student housing, sports and leasure facilities, restaurants and shops.

Recommended hotels

Hotels outside the centre:

These are closer to the Utrecht Science Park with good public transport.

For those who have a car:

VIDEOS FROM THE MEETING

Playlist

2 Videos

Contact

In case of any questions about the event, contact ONTOX hackaton coordinator, Michael G. Diemar: mgd@3RsMC.onmicrosoft.com.

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