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Predicting the ritonavir crisis by revisiting the polymorph landscape with crystal structure prediction and form 4
Luca Iuzzolino1, Andrew W Kelly2, Mohammad T Chaudhry2
1Modeling & Informatics, Discovery Chemistry, Merck & Co. Inc., Rahway, NJ, USA. luca.iuzzolino@merck.com.
Communications Chemistry
|December 22, 2025
Summary
Crystal structure prediction (CSP) could have identified the risks of ritonavir
Area of Science:
- Pharmaceutical Sciences
- Materials Science
- Computational Chemistry
Background:
- Crystal polymorphism in pharmaceuticals, exemplified by ritonavir, poses significant risks.
- Advancements in theoretical crystal structure prediction (CSP) model potential polymorphs and their stability.
- The experimental data for ritonavir polymorphs, particularly form 4, remains incomplete.
Purpose of the Study:
- To evaluate if in silico modeling could have predicted the ritonavir form 2 disaster.
- To assess the potential of CSP to identify severe risks associated with new polymorphs.
- To experimentally determine the crystal structure of ritonavir form 4 and its stability.
Main Methods:
- Utilized crystal structure prediction (CSP) to forecast ritonavir polymorphs and stability.
- Employed three-dimensional electron diffraction for crystal structure determination of form 4.
- Combined in silico modeling with experimental powder X-ray diffraction.
Main Results:
- CSP accurately predicted the existence of a more stable, then-undiscovered form 2 of ritonavir at room temperature.
- The predicted form 2 presented severe risks due to its structural characteristics and low formulation solubility tolerance.
- The crystal structure of form 4 was determined, revealing a disordered motif and thermodynamic instability.
Conclusions:
- In silico CSP could have identified the severe risks of ritonavir form 2, potentially averting the crisis.
- Experimental determination of form 4 confirmed its instability, completing the experimental landscape.
- CSP is a valuable tool for risk assessment in pharmaceutical development, guiding proactive interventions.

