CHIASMA: Advancing Chemicals and Materials Safety and Sustainability Assessments Through Innovative Integration of in vitro and in silico (New Approach) Methodologies

  • Pamina Weber*
  • , Emma Arnesdotter
  • , Nour Attar
  • , Steffi Friedrichs
  • , Christian Seitz
  • , Riju Roy Chowdhury
  • , Katharina Koch
  • , Tina Buerki-Thurnherr
  • , Beatrice Brugger
  • , Peter Wick
  • , Jack Morikka
  • , Angela Serra
  • , Lorenzo Capini
  • , Dario Greco
  • , Valentina Lacconi
  • , Adriana Scattareggia Marchese
  • , Luisa Campagnolo
  • , Thomas E. Exner
  • , Maja Brajnik
  • , Émilie Brun
  • Iseult Lynch, Dimitris Zouraris, Dimitris Mintis, Andreas Tsoumanis, Antreas Afantitis, Georgia Melagraki, Vasileios Minadakis, Paraskevi Papakyriakopoulou, Periklis Tsiros, Elisa Thépaut, Haralambos Sarimveis, Marc Majó, Roland Hischier, Ishita Virmani, Martin Paparella, Simona Kavaliauskiene, Amin Sayyari, Romain Fontaine, Mette Helen Bjørge Müller, Eunseo Lee, Zayakhuu Gerelkhuu, Tae Hyun Yoon, Duygu Turan-Sorhun, Winfried Neuhaus, Tommaso Serchi*
*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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Abstract

Traditional in vivo methodologies have long formed the foundation of chemical and material safety assessment, yet they are increasingly inadequate to meet modern regulatory, ethical, and sustainability demands. These conventional approaches are resource-intensive, ethically questionable, and often fail to accurately predict human or environmental toxicity, particularly for emerging pollutants such as PFAS, (nano-) pesticides, and 2D materials. In response, the EU has launched initiatives like the Chemical Strategy for Sustainability and the Zero Pollution Action Plan under the European Green Deal to promote innovation in safer, and more sustainable chemicals. Central to this transformation is the Safe and Sustainable by Design (SSbD) framework, developed by the European Commission’s Joint Research Center, which provides structured methodologies and metrics to integrate safety and sustainability into material innovation from the earliest stages of design. Building on this vision, the CHIASMA project aims to advance Next generation Safety Assessment (NGSA) by developing innovative New Approach Methodologies (NAMs) that combine experimental, computational, and Life Cycle Assessment (LCA) tools. Focusing on key biological systems and exposure routes, CHIASMA integrates Artificial Intelligence (AI), Machine Learning (ML), and Knowledge Graph (KG) technologies to enhance data interoperability and predictive accuracy. By embedding FAIR data principles and aligning with Good Laboratory Practice (GLP) standards, CHIASMA promotes transparency and regulatory acceptance. Fully aligned with SSbD principles, CHIASMA establishes a digital, interoperable infrastructure for predictive safety evaluation, that leverage on state-of-art experimental New Approach Methodologies (NAMs) bridging critical data gaps and supporting the transition towards sustainable, science-driven, and ethically responsible chemical and material innovation in Europe and beyond.
Original languageEnglish
Pages (from-to)305-327
Number of pages23
JournalComputational and Structural Biotechnology Journal
Volume29
Early online date16 Nov 2025
DOIs
Publication statusE-pub ahead of print - 16 Nov 2025

Keywords

  • New Approach Methodologies (NAMs)
  • Next generation Safety Assessment (NGSA)
  • 3Rs (Replacement Reduction Refinement)
  • chemical safety assessment
  • Safe and Sustainable by Design (SSbD)
  • PFAS
  • (nano-)pesticides
  • advanced materials
  • European Green Deal

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