Frances Arnold

Chemical engineer and pioneer of directed enzyme evolution.

In brief

She researches biocatalysis and protein engineering at Caltech.[1]

Contents
  1. Who is Frances Arnold
  2. Education and interest in energy
  3. Career and leadership at Caltech
  4. Developing directed evolution
  5. Variation, selection and experimentation
  6. New reactions and applications
  7. Connection with machine learning
  8. Prediction and experimental validation
  9. Gevo, Provivi and Aralez Bio
  10. Correction of the scientific record
  11. Awards and scientific advisory work
  12. Biocatalysis, substance substitution and occupational exposure
  13. Related content
  14. References

Personalities →

Who is Frances Arnold

Frances Hamilton Arnold is an American chemical engineer born on 25 July 1956 in Pittsburgh.[2] She received half the 2018 Chemistry Nobel for directed evolution of enzymes. George Smith and Gregory Winter shared the other half for a different method, phage display of peptides and antibodies.[25]

Education and interest in energy

She graduated in mechanical and aerospace engineering from Princeton in 1979 and earned her Berkeley chemical-engineering doctorate in 1985. Postdoctoral work followed in biophysical chemistry. Her training crossed engineering disciplines before focusing on proteins that catalyse chemical reactions.[8]

At Princeton she combined technical education with literature and philosophy. In an interview she recalled how broad learning helped her make connections relevant to evolution. Arriving during the university’s early coeducational years, she sought engineering skills while exploring her own interests.[10]

After graduation she worked at Colorado’s Solar Energy Research Institute. In 1980 she went to Berkeley to study biofuels with Harvey Blanch. Her interest in alternative energy developed into protein engineering as biotechnology began opening new manufacturing possibilities.[9]

Career and leadership at Caltech

She arrived at Caltech as a visiting associate in 1986 and joined its faculty in 1987, becoming associate professor in 1992 and professor in 1996. She has directed the Rosen Bioengineering Center since 2013 and held the Linus Pauling professorship in Chemical Engineering, Bioengineering and Biochemistry since 2017.[4]

Her laboratory researches directed evolution, synthetic biology and biocatalysis, seeking useful protein functions through experiments, design and data analysis. This combines the scientific question of how enzymes work with the engineering question of how to adapt them to a particular task.[1]

Developing directed evolution

In 1993, Keqin Chen and Arnold published a study of subtilisin E in the organic solvent dimethylformamide. Repeated variation and selection accumulated changes restoring catalytic activity in that environment. The results demonstrated useful properties without predicting each protein modification in advance.[11]

Variation, selection and experimentation

In her Nobel lecture she explained that a natural enzyme may perform poorly when given a different task. Directed evolution generates variants, measures their behaviour and retains those best meeting the chosen objective. Repeating these stages accumulates improvements that may individually be small.[12]

The observed improvements depended on the substrate and assay conditions, rather than establishing universal enzyme superiority.[11]

New reactions and applications

In 2016 she worked with Jennifer Kan, Russell Lewis and Kai Chen to adapt a cytochrome to form carbon–silicon bonds. The enzyme originated from Rhodothermus marinus. The study explored expanding biocatalysis beyond that protein’s customary functions.[13]

In 2024 her team and collaborators developed an enzyme capable of breaking carbon–silicon bonds in certain siloxanes. Caltech described a first step towards biodegradation. Translating this laboratory chemical capability into effective environmental processes requires further development and assessment.[14]

Work led experimentally by Ziqi Li and published in September 2026 developed an enzymatic route to chiral oxazolidinones used in antibiotics. The team sought improved selectivity and manufacturing. Caltech described a proof of concept whose industrial scaling and cost implications still required investigation.[15]

Connection with machine learning

With Kevin Yang and Zachary Wu, Arnold examined machine learning as a guide to directed evolution. Their work appeared as a 2018 preprint and in Nature Methods in 2019. Models learn from measured variants to propose promising sequences within a large space of possible combinations.[5]

Prediction and experimental validation

Another 2019 study evaluated machine learning with combinatorial protein libraries, including a GB1 dataset for comparing selection strategies. Experimental results inform which variants should be studied next, connecting computational prediction with laboratory measurement.[16]

Gevo, Provivi and Aralez Bio

Arnold cofounded Gevo in 2005 to develop fuels and chemicals from renewable resources.[8] In an entrepreneurship interview she stressed that commercialising a discovery requires skills beyond those of an academic inventor. Her ventures have drawn on specialised teams and former researchers.[17]

In 2013 she cofounded Provivi with Pedro Coelho and Peter Meinhold. It develops pheromones that disrupt insect mating to protect crops, connecting biotechnology production tools with pest management based on chemical signals. Use depends on the particular crop and product.[18]

In 2019 Tina Boville, David Romney and Arnold cofounded Aralez Bio from laboratory research. It uses enzymes to produce noncanonical amino acids, chemical building blocks expanding pharmaceutical-synthesis options. Boville described the transition from postdoctoral work to manufacturing and commercialising these compounds.[19]

Correction of the scientific record

In January 2020 Arnold, Inha Cho and Zhi-Jun Jia retracted a 2019 paper on enzymatic lactam synthesis.[20] Arnold publicly explained that the work could not be reproduced and apologised. The retraction concerns that particular study and forms part of her publication record.[21]

Awards and scientific advisory work

She was elected to the US national academies of Engineering in 2000, Medicine in 2004 and Sciences in 2008.[3] Her honours include the 2011 Draper Prize, the 2011 National Medal of Technology and Innovation, and the 2025 Priestley Medal, recognising connections between chemical discovery and process design.[24]

From 2021 to 2025 she cochaired the US President’s Council of Advisors on Science and Technology.[22] She serves on Alphabet’s board.[23] Notre Dame selected her for its 2026 Carrier Medal, associated with a lecture on innovation through evolution and new capabilities in biological chemistry.[26]

Biocatalysis, substance substitution and occupational exposure

Directed evolution developed by Arnold enables enzymes to be adapted to industrial reactions.[6] The Nobel scientific background places this contribution within the search for alternatives to processes that may use solvents, metals or aggressive acids.[6]

The occupational application lies in process design: changing a catalyst or manufacturing route can also change the agents handled by workers.

Assessing a particular substitution would require comparing the original and new processes: substances, temperature, open handling, cleaning and maintenance, alongside consumption and waste. The preventive question is not whether the enzyme performs better, but which exposures disappear and which emerge.

HSE lists certain enzymes among substances capable of causing occupational asthma.[7]

A powder formulation and a closed system therefore do not necessarily present the same scenario. Arnold’s contribution creates design options; demonstrating that a facility is safer requires examining its actual conditions. Improved catalytic performance alone does not establish reduced worker exposure, and biocatalysis should not automatically be treated as risk-free.

  • Sustainability. Her work connects with process design and sustainability. For prevention, the concrete question is how an operation changes when an enzyme is introduced: substances, process conditions and exposure require specific assessment before claiming improved safety.

References

  1. Caltech. Frances H. Arnold
  2. Nobel Prize. Frances H. Arnold: Biographical
  3. Caltech. Frances Arnold awarded National Medal of Technology and Innovation
  4. Caltech Rosen Bioengineering Center. Frances Arnold
  5. Yang, Wu and Arnold. Machine learning-guided directed evolution for protein engineering
  6. Royal Swedish Academy of Sciences. The Nobel Prize in Chemistry 2018: Popular science background. Accessed: 2026-11-07.
  7. Health and Safety Executive. Substances that can cause occupational asthma. Accessed: 2026-11-07.
  8. National Inventors Hall of Fame. Frances Arnold. Accessed: 2026-11-08.
  9. UC Berkeley. Chemistry Nobel goes to UC Berkeley PhD Frances Arnold. Accessed: 2026-11-08.
  10. Princeton University. Women at Princeton Engineering. Accessed: 2026-11-08.
  11. Chen and Arnold / PNAS. Tuning the activity of an enzyme for unusual environments. Accessed: 2026-11-08.
  12. Frances Arnold / Nobel Lecture. Innovation by Evolution: Bringing New Chemistry to Life. Accessed: 2026-11-08.
  13. Kan, Lewis, Chen and Arnold / Science. Directed evolution of cytochrome c for carbon–silicon bond formation. Accessed: 2026-11-08.
  14. Caltech. Teaching Nature to Break Man-made Chemical Bonds. Accessed: 2026-11-08.
  15. Caltech. Utilizing Enzymes to Help Treat Tuberculosis. Accessed: 2026-11-08.
  16. Wu and colleagues / PNAS. Machine learning-assisted directed protein evolution with combinatorial libraries. Accessed: 2026-11-08.
  17. Chemical & Engineering News / American Chemical Society. Frances Arnold on founding a company. Accessed: 2026-11-08.
  18. Provivi. Provivi and Syngenta announce product development agreement. Accessed: 2026-11-08.
  19. University of Colorado Boulder. Engineering our Future: Tina Boville. Accessed: 2026-11-08.
  20. Cho, Jia and Arnold / Science. Retraction. Accessed: 2026-11-08.
  21. Retraction Watch / statements by Frances Arnold. Nobel winner retracts paper from Science. Accessed: 2026-11-08.
  22. Fundación Innovación Bankinter. Frances Arnold. Accessed: 2026-11-08.
  23. Alphabet. Board and Governance. Accessed: 2026-11-08.
  24. Caltech. ACS awards Priestley Medal to Frances Arnold. Accessed: 2026-11-08.
  25. Nobel Prize. The Nobel Prize in Chemistry 2018: Press release. Accessed: 2026-11-08.
  26. University of Notre Dame. 2026 Carrier Medal Ceremony and Lecture. Accessed: 2026-11-08.

Editorial information

Publication date: 7 November 2026.

Editorial Manager: Sabentis Editorial Team.

Pablo Rodríguez

Editorial review by Pablo RodríguezLinkedIn

Executive Vice President of the International ORP Foundation and Chief Financial Officer of Sabentis.

Request a Demo

Discover all that Sabentis can do for your organization.

Try Sabentis

request a demo
stars 5
GetApp Software Advice Capterra