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Capturing rapid nanomaterial transformations with cross-platform operando characterization

The inability to observe the rapid, initial transformations that dictate nanomaterial fate constitutes a fundamental scientific gap, forcing risk assessments to rely on retrospective, incomplete data. A paradigm shift to real-time, operando characterization is vital to build the predictive understanding required for the development of safe and sustainable nanomaterials and applications.

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Fig. 1: Temporal map of nanomaterial transformations and matching probes.

References

  1. Lowry, G. V., Gregory, K. B., Apte, S. C. & Lead, J. R. Transformations of nanomaterials in the environment. Environ. Sci. Technol. 46, 6893–6899 (2012).

    Article  PubMed  CAS  Google Scholar 

  2. Svendsen, C. et al. Key principles and operational practices for improved nanotechnology environmental exposure assessment. Nat. Nanotechnol. 15, 731–742 (2020).

    Article  PubMed  CAS  Google Scholar 

  3. Bergmann, A. & Roldan Cuenya, B. Operando insights into nanoparticle transformations during catalysis. ACS Catal. 9, 10020–10043 (2019).

    Article  CAS  Google Scholar 

  4. Chantler, C. T., Bunker, G., D’Angelo, P. & Diaz-Moreno, S. X-ray absorption spectroscopy. Nat. Rev. Methods Primers 4, 89 (2024).

    Article  CAS  Google Scholar 

  5. Qu, J., Sui, M. & Li, R. Recent advances in in-situ transmission electron microscopy techniques for heterogeneous catalysis. iScience 26, 107072 (2023).

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  6. Obara, Y. et al. Femtosecond time-resolved X-ray absorption spectroscopy of anatase TiO2 nanoparticles using XFEL. Struct. Dyn. 4, 044033 (2017).

    Article  PubMed  PubMed Central  Google Scholar 

  7. Zhang, F., Allen, A. J., Johnston-Peck, A. C., Liu, J. & Pettibone, J. M. Transformation of engineered nanomaterials through the prism of silver sulfidation. Nanoscale Adv. 1, 241–253 (2019).

    Article  PubMed  CAS  Google Scholar 

  8. Domingos, R. F. et al. Characterizing manufactured nanoparticles in the environment: multimethod determination of particle sizes. Environ. Sci. Technol. 43, 7277–7284 (2009).

    Article  PubMed  CAS  Google Scholar 

  9. Chakraborty, S. et al. Make metal–organic frameworks safe and sustainable by design for industrial translation. Nat. Rev. Mater. 10, 167–169 (2025).

    Article  Google Scholar 

  10. Caldeira, C. et al. Safe and Sustainable by Design Chemicals and Materials – Framework for the Definition of Criteria and Evaluation Procedure for Chemicals and Materials (Publications Office of the European Union, 2022).

Download references

Acknowledgements

S.C. acknowledges a UKRI NERC Independent Research Fellowship (grant number NE/B000187/1) and the support of Diamond Light Source, instruments B18 (proposals MG33674-1, SP35117-1 and SP35776-1), I18 (proposal SP40942-1), I14 (Proposal MG37789), and BAMLine at BESSY II, Berlin, Germany (Proposal number 252-13398-ST) for the conceptualization of this Comment. S.K.M. acknowledges Department of Science and Technology CRG funding (CRG/2019/006165). I.L. and S.K.M. acknowledge the Royal Society International Exchanges grant (IES\R2\232158).

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Correspondence to Swaroop Chakraborty or Iseult Lynch.

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Chakraborty, S., Misra, S.K., Lead, J.R. et al. Capturing rapid nanomaterial transformations with cross-platform operando characterization. Nat Rev Mater (2025). https://doi.org/10.1038/s41578-025-00844-9

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