Molecules, Clusters and Crystals: A Multi-Scale Approach to Understanding Kinetic Pathways in Crystal Nucleation from Solution

Lead Research Organisation: University of Manchester
Department Name: Chem Eng and Analytical Science

Abstract

The process of crystal nucleation from solution requires, as its initial stage, separation of solute and solvent molecules and simultaneous formation of molecular clusters in order to create a new, nano scale, phase which can subsequently grow to become a crystal. Elucidating the fundamental physics and chemistry that govern the structure of this nucleation transition state remains one of the truly unresolved 'grand challenges' of the physical sciences. Individual nucleation events are localised in space but rather infrequent on the time-scale of a molecular vibration making both experimental detection and molecular modelling of the process difficult. In addition to this, available experimental techniques provide data averaged over both time and space so that extracting insights into the nucleation process may only be achieved through a combination of experiment and modelling. We propose a novel approach to this problem in which we scrutinise the crystallisation of two related molecular systems in hitherto unprecedented depth, building on established state-of-the-art experimental and computational techniques, but combining these, for the first time, with in situ synchrotron radiation (SR) X-ray scattering and spectroscopy methodologies capable of probing long range and local electronic and geometric structure at molecular resolution. Our hypothesis is that, by utilising appropriate experimental conditions, applying these state of the art time resolved scattering and spectroscopic techniques and building cluster models that are consistent with macroscopic features of the systems studied (crystal morphology, polymorphic form, solution chemistry, crystal growth rates), we can deduce a structural model of a nucleation event from the change in averaged solution structure as a function of increasing solution supersaturation and time. We thus expect incisive structural information for every step of the nucleation process: measured molecular scale properties can be used to confront computational predictions at molecular, supra-molecular and solid-state levels, so that the structural and size parameters for the nucleation pathway are revealed. A step change in our understanding of this area of science is thus expected.

Planned Impact

This process of nucleation underpins and directs the creation and resultant forms of crystalline solids and is hence of great importance across a range of disciplines (chemistry, physics, biology, materials science and chemical engineering) and technologies (polymers, pigments, electronics, construction, pharmaceuticals, food/confectionery, petrochemicals, agrochemicals). To give some perspective to this, the worldwide pharmaceutical and specialty chemicals sector prepares 90% of its active materials as crystalline molecular solids and is worth ca. 400 billion pounds p.a. This proposal has been conceived from the perspective that it addresses this basic scientific challenge. The beneficiaries will thus be the academic community and the materials producing commercial sector defined as above in the broadest sense. For academics the impact will be felt in terms of a new experimental focus to study molecular association using in situ SR based spectroscopic probes; a new computational framework for elucidating experimental data; a new holistic framework for thinking and studying problems of crystal nucleation. For the industrial sector, companies are often involved in development, production and formulation activities, so the direct technological impact of this work will be felt by both chemical development and product formulation teams; hence by both scientists and engineers. In multinational companies there often already exist teams of scientists who have special operating remits that directly map onto the scope of this project - so called 'crystallisation scientists'. Technologists working in this area meet a wide range of crystallisation related challenges from the development of processes designed to deliver particular crystal structures (polymorphs), salts or co-crystals to the creation of formulations that require solid forms with optimal activity, stability and processability. The discovery and development of increasingly complex and larger molecular entities poses additional, serious issues of poorly-defined amorphous solids and failure to crystallise that have not often been previously encountered in the industry. These workers will be major beneficiaries in having access to fundamental underpinning science that does not presently exist. As business models in this industry sector change there is likely to be an increasing emphasis on getting the best out of existing molecules, through formulation, as well as applying new science-led capabilities to the rapid and higher quality development of new chemical entities. This will accentuate the added value to companies of enhanced knowledge and understanding in the field of crystallisation. One specific legacy of this project for UK research will be the knowledge transfer in liquid state soft X-ray spectroscopy. These spectroscopies now have very-high-profile impact not only in the Physical Sciences and Engineering but also in the Life Sciences, for example by providing new avenues for studying protein function. This project provides an opportunity for the UK to re-establish itself at the forefront of modern experimental soft matter research with synchrotron radiation. Other beneficiaries will be the students and scientists involved in the project. Many of the scientists now occupying positions as crystallisation experts in UK companies were trained in the Leeds and Manchester Groups and this joint project will extend the people pipeline and provide a new group of PhD graduates with advanced training and skills and hence the potential to make career moves into commercial research. We also note that by embracing the next generation of academics (Hammond, Lai, Schroeder) this project also contributes to the continuity of crystallisation research in the UK.

Publications

10 25 50
 
Description 1. the important role of desolvation in the nucleation process.
2. the role of nucleation versus growth in the growth process.
3. the importance of aromatic stacking interactions in driving cluster growth during nucleation
4. the importance of nucleation vs growth in the crystallisation outcome in a polymorphic system
Exploitation Route Further work on transition states and their manipulation through solvent choice and temperature.
Further work looking at series of structurally related compounds.
Further work to enable rapid accumulation of kinetic data.
Sectors Chemicals,Healthcare,Pharmaceuticals and Medical Biotechnology

 
Description industrial collaborations have resulted in the areas of : extreme crystal morphologies AstraZeneca; techniques for studying nucleation processes (Novartis, Pfizer. Lilly).
First Year Of Impact 2015
Sector Healthcare,Pharmaceuticals and Medical Biotechnology
Impact Types Economic

 
Description Direct Industrial Funding
Amount £100,000 (GBP)
Organisation Pfizer Ltd 
Sector Private
Country United Kingdom
Start 09/2015 
End 08/2018
 
Description IAA Exploitation Secondment Scheme
Amount £108,000 (GBP)
Funding ID ESZ IAA CRUZ-CABEZA 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 07/2016 
End 06/2017
 
Description BACG Conference 2015 Roger Davey - Oral Presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research and patient groups
Results and Impact Talk sparked questions and discussions both during and after the presentation.

After the talk - contact was made with a student from Loughborough University to shar information with on this topic in the future.
Year(s) Of Engagement Activity 2015
URL http://www.conference.bacg.co.uk/
 
Description Beamtime Proposal Accepted (1) Solution NEXAFS experiments 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research and patient groups
Results and Impact .
Year(s) Of Engagement Activity 2014
 
Description Beamtime Proposals Accepted (2) Single Crystal Neutron Diffraction Measurements 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Participants in your research and patient groups
Results and Impact .
Year(s) Of Engagement Activity 2014
 
Description Hydrogen Bonding and Bronsted Proton Transfer: New Applications of Soft X-ray Core Level Spectroscopies in Pharmaceutical Formulation Science 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Primary Audience
Results and Impact Oral presentation at Joint Seminar Series, Lund, Sweden.
Year(s) Of Engagement Activity 2013
 
Description Invited presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact A lecture at Pfizer, Sandwich .UK
Intended to update employees on a nucleation project
Year(s) Of Engagement Activity 2017
 
Description New perspectives for formulation and particle science research from modern soft X-ray spectroscopies 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Primary Audience
Results and Impact Oral presentation.
Year(s) Of Engagement Activity 2013
 
Description New perspectives for soft X-ray spectroscopies: Local structure and bonding in organic crystals 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Primary Audience
Results and Impact Oral presentation in the Department of Chemistry, University of Bath, UK.
Year(s) Of Engagement Activity 2012
 
Description New perspectives for soft X-ray spectroscopies: Local structure and bonding in organic crystals 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Primary Audience Participants in your research or patient groups
Results and Impact Oral presentation at University of Reading.
Year(s) Of Engagement Activity 2012
 
Description Rachel Sullivan, Faraday Discussion, Nucleation - a transition State to the Directed Assembly of Materials. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Research poster presented. Talk invited questions from the scientific community with regards to nucleation of PABA from solution.

Request for data from work conducted.
Year(s) Of Engagement Activity 2015
URL http://www.rsc.org/ConferencesAndEvents/RSCConferences/FD/Nucleation-FD2015/index.asp
 
Description Roger Davey, Oral Presentation at Astra Zeneca on 03/09/2015. Crystal nucleation: what can we learn from physical organic chemistry. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Oral presentatyion delivered to the employees, collaborators and peers at Astra Zeneca on 03/09/2015.

.
Year(s) Of Engagement Activity 2015
 
Description Roger Davey, Oral Presentation at C4X Discovery LtD Manchester on 24/08/2015. Three molecules, three mysteries. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Oral presentation delievered to the employees, collaborators and peers at C4X Discovery LtD on 24/08/2015.
To stimulate thinking and share views on this topic and surrounding research area.

Employer arranged to visit the lab at the University of Manchester and there is the potential to collaborate and for employees at C4X Discovery LtD to use our lab facilities.
Year(s) Of Engagement Activity 2015
 
Description Roger Davey, Oral Presentation at CMAC - Strathclyde on 18/05/2015. Nucleation - a transition state to the directed assembly of materials. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Oral presentation delivered to academic colleagues, peers and collaborators at CMAC Continuous Manufacture And Crystallization - Th University of Strathclyde on 18/05/2015.

Potential collaborations.
Year(s) Of Engagement Activity 2015
 
Description Roger Davey, Oral Presentation at Novartis 06/10/2015. Crystal nucleation: what can we learn from physical organic chemistry. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Oral Presentation delivered to the employees at Novartis.

.
Year(s) Of Engagement Activity 2015
 
Description Roger Davey, Oral Presentation at Roche 07/10/2015. Crystal nucleation in polymorphic systems. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Oral presentation delivered to emplyees, collaborators and peers at Roche on the 07/10/2015.

.
Year(s) Of Engagement Activity 2015
 
Description Town Meeting, Joanna Stevens - Using NEXAFS spectroscopy to characterise the solution state and molecular structure of PABA. Critical Mass Project. London 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The talk discussed some key outcomes using the NEXAFS technique. There was a brief 15 minute discussion and questions afterwards.

After the talk, a number of attendees requested more information on the techniques - which isn't widely used and some new networking contacts were established.
Year(s) Of Engagement Activity 2015
URL http://www.bacg.co.uk/index.php/9-static-articles/47-critical-mass-project-town-meeting-molecules-cl...
 
Description Town Meeting, Rachel Sullivan - Techniques and Methodology. Critical Mass Project. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk indtrduced the main experimental techniqes and methodology used during the course of the research project so that the audience could better understand how the data was obtained in a later talk following on from this one.

The talk was key in setting the foundation on which the project was experimentally based. It was the first talk in a series of 3 which lead onto the 2nd talk and a discussion followed after the 3rd and final talk.
Year(s) Of Engagement Activity 2013,2015
URL http://www.bacg.co.uk/index.php/9-static-articles/47-critical-mass-project-town-meeting-molecules-cl...
 
Description Town Meeting, Roger Davey - Experimental Techniques and Methods. Critical Mass Project. London 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The talk was the first pf many talks presented at this meeting. It was designed to stimulate thinking at the beginning of the day and set the scene of why a particular molecule/system was chosen for this project.

.
Year(s) Of Engagement Activity 2015
URL http://www.bacg.co.uk/index.php/9-static-articles/47-critical-mass-project-town-meeting-molecules-cl...
 
Description Town Meeting, Roger Davey - Experimental Techniques and Methods. Solution and solid-state characterisation through UV-Vis, FTIR and RAMAN spectroscopy.Critical Mass Project. London 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The talk outlined some of the main experimental techniques used throughout the course of this reserach project. A number of attendees asked questions after the talk.

After the talk, there were some suggestions on how some of the techniques could be used to gain further information on this particular project.
Year(s) Of Engagement Activity 2015
URL http://www.bacg.co.uk/index.php/9-static-articles/47-critical-mass-project-town-meeting-molecules-cl...
 
Description Town Meeting, Roger Davey - Key Outcomes from the Critical Mass Project, Characterising the solution state in PABA and understanding its determinant role in directing crystallisation. Critical Mass Project. London 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The talk discussed some of the key outcomes from the Critical mass Project. A discussion followed where the audience asked questions and results were put forward.

Suggestions were put forward for future activity.
Year(s) Of Engagement Activity 2015
URL http://www.bacg.co.uk/index.php/9-static-articles/47-critical-mass-project-town-meeting-molecules-cl...
 
Description Town Meeting, Sara Gilks _ Techniques and Methodology. Critical Mass Project. London 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk introduced a key experimental technique used during the course of this research project. Discussion of results came afterwards with some ground breaking findings.

After the talk, a number of attendees wanted to know some more information on the technique and equipment used and whether it could be applicable to their research.
Year(s) Of Engagement Activity 2015
URL http://www.bacg.co.uk/index.php/9-static-articles/47-critical-mass-project-town-meeting-molecules-cl...