Metal-Ion-Mediated Supramolecular Chirality for Enantioselective Catalysis and Molecular Recognition

Authors

  • Francis Toylair Department of Computer Science and Engineering, University at Buffalo, Buffalo, NY, USA. Author
  • Roes Andreawes Department of Computer Science, University of Houston, Houston, TX, USA. Author
  • Veneay Gandhi Department of Computer Science, Colorado State University, Fort Collins, CO, USA. Author
  • Siyuanqiang Lei Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, USA. Author

Keywords:

supramolecular chirality, metal-ion coordination, enantioselective catalysis, molecular recognition, systems architecture, machine learning, sustainable manufacturing, governance

Abstract

Metal-ion-mediated supramolecular chirality represents a powerful paradigm for creating adaptive, functional materials that drive enantioselective catalysis and high-fidelity molecular recognition. While significant progress has been achieved at the molecular scale, translating these principles into robust, scalable, and equitable socio-technical systems demands a comprehensive systems-level perspective that integrates architecture design, process engineering, computational intelligence, governance frameworks, and sustainability metrics. This paper offers an extended analysis of the structural trade-offs, hierarchical assembly architectures, and dynamic amplification mechanisms that govern chiral induction in metal-coordinated supramolecular networks. We examine how these architectures can be embedded within continuous-flow catalytic reactors, sensor arrays, and separation modules to achieve intensified, sustainable production of enantiopure compounds. The discussion extends to the role of machine learning and autonomous experimentation in navigating vast chemical spaces and optimizing multiscale chirality transfer. Crucially, we position these technological advances within broader regulatory, economic, and ethical contexts, addressing intellectual property landscapes, regulatory harmonization for chiral pharmaceuticals, circular economy mandates for critical metals, and equitable access to life-saving enantiopure medicines. Throughout, the paper emphasizes that realizing the full societal benefit of metal-ion-mediated chiral systems requires co-designing molecular architectures with the infrastructures of manufacturing, digital governance, and policy, thereby forging a resilient innovation ecosystem that is as much about structural chemistry as it is about systemic responsibility.

References

1. Yashima, E., Ousaka, N., Taura, D., Shimomura, K., Ikai, T., & Maeda, K. (2016). Supramolecular helical systems: Helical assemblies of small molecules, foldamers, and polymers with chiral amplification and their functions. Chemical Reviews, 116(22), 13752–13990.

2. Yoon, M., Srirambalaji, R., & Kim, K. (2012). Homochiral metal-organic frameworks for asymmetric heterogeneous catalysis. Chemical Reviews, 112(2), 1196–1231.

3. Palmans, A. R. A., & Meijer, E. W. (2007). Amplification of chirality in dynamic supramolecular aggregates. Angewandte Chemie International Edition, 46(46), 8948–8968.

4. Ma, L., Abney, C., & Lin, W. (2009). Enantioselective catalysis with homochiral metal-organic frameworks. Chemical Society Reviews, 38(5), 1248–1256.

5. You, L., Zha, D., & Anslyn, E. V. (2015). Recent advances in supramolecular analytical chemistry using optical sensing. Chemical Reviews, 115(15), 7840–7908.

6. Butler, K. T., Davies, D. W., Cartwright, H., Isayev, O., & Walsh, A. (2018). Machine learning for molecular and materials science. Nature, 559(7715), 547–555.

7. Plutschack, M. B., Pieber, B., Gilmore, K., & Seeberger, P. H. (2017). The Hitchhiker’s guide to flow chemistry. Chemical Reviews, 117(18), 11796–11893.

8. Sheldon, R. A. (2017). The E factor 25 years on: The rise of green chemistry and sustainability. Green Chemistry, 19(1), 18–43.

9. Anastas, P. T., & Zimmerman, J. B. (2003). Design through the 12 principles of green engineering. Environmental Science & Technology, 37(5), 94A–101A.

10. Agranat, I., Caner, H., & Caldwell, J. (2002). Putting chirality to work: The strategy of chiral switches. Nature Reviews Drug Discovery, 1(10), 753–768.

11. Steiner, S., Wolf, J., Glatzel, S., Andreou, A., Granda, J. M., Keenan, G., ... & Aspuru-Guzik, A. (2019). Organic synthesis in a modular robotic system driven by a chemical programming language. Science, 363(6423), eaav2211.

12. Cai, Y., Li, H., Zang, S., Liu, K., Pu, Z., Li, H., ... & Yan, Y. (2026). Theoretical Chemistry Facilitated Understanding of Supramolecular Chirality Regulation by Metal Ions. ACS Materials Letters.

13. Corbett, P. T., Leclaire, J., Vial, L., West, K. R., Wietor, J. L., Sanders, J. K. M., & Otto, S. (2006). Dynamic combinatorial chemistry. Chemical Reviews, 106(9), 3652–3711.

14. Raccuglia, P., Elbert, K. C., Adler, P. D., Falk, C., Wenny, M. B., Mollo, A., ... & Coley, C. W. (2016). Machine-learning-assisted materials discovery using failed experiments. Nature, 533(7601), 73–76.

15. van Esch, J. H., & Feringa, B. L. (2000). New functional materials based on self-assembling organogels: From serendipity towards design. Angewandte Chemie International Edition, 39(13), 2263–2266.

16. Qiu, S., Xue, M., & Zhu, G. (2014). Metal-organic framework membranes: From synthesis to separation application. Chemical Society Reviews, 43(16), 6116–6140.

17. Morris, R. E., & Bu, X. (2010). Induction of chiral porous solids containing only achiral building blocks. Nature Chemistry, 2(5), 353–361.

18. Lehn, J.-M. (2002). Toward self-organization and complex matter. Science, 295(5564), 2400–2403.

19. Stilgoe, J., Owen, R., & Macnaghten, P. (2013). Developing a framework for responsible innovation. Research Policy, 42(9), 1568–1580.

20. Reck, B. K., & Graedel, T. E. (2012). Challenges in metal recycling. Science, 337(6095), 690–695.

21. De Greef, T. F. A., Smulders, M. M. J., Wolffs, M., Schenning, A. P. H. J., Sijbesma, R. P., & Meijer, E. W. (2009). Supramolecular polymerization. Chemical Reviews, 109(11), 5687–5754.

22. Moosavi, S. M., Jablonka, K. M., & Smit, B. (2020). Understanding the diversity of the metal-organic framework ecosystem. Nature Communications, 11(1), 4068.

Downloads

Published

2026-08-03

How to Cite

Metal-Ion-Mediated Supramolecular Chirality for Enantioselective Catalysis and Molecular Recognition. (2026). Journal of Advanced Artificial Intelligence Research, 5(1). https://www.jaair.org/index.php/home/article/view/188