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Spying on Molecular Action with Spins

The Han lab pushes the frontier of magnetic resonance to discover new chemistry principles in water and through control over the shaping and ordering of dynamic water. We use advanced magnetic resonance manipulation and control over the spatial organization of electron and nuclear spin clusters located on biomolecular surface, soft materials or nanomaterials to uncover their structure, the design rules for molecular recognition, and the surface structuring and dynamics of hydration water.

The development effort requires multiple research tools in the realm of physical chemistry broadly speaking. They include instrument development to achieve hyperpolarization and quantum resonance sensing, the design of precisely tuned electron and nuclear spin clusters, spin physic theory and simulations, and the dynamics and thermodynamics of solvation science to control biomolecular activity and directed assembly.

The Han lab is pushing the frontier of electron and nuclear spin magnetic resonance instrumentation and concepts in dynamic nuclear polarization (DNP) amplified nuclear magnetic resonance (NMR) and electron paramagnetic resonance (EPR). We are motivated by the power of “Seeing is Believing”. Visualizing molecular interactions and materials interfaces, previously “invisible”, can fundamentally transform our ability to discover solutions, and almost as importantly, ask new questions.

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Areas Of Research

Research in the Han Lab builds and employs state-of-the-art tools in magnetic resonance spectroscopy to advance our understanding in different subject areas, ranging from quantum sensing, solvation science, biophysics to neurodegenerative diseases.

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Design spin cluster for NMR signal amplification and quantum resonance sensing

To reveal “invisible” NMR signal of surfaces, active sites, and functional species in catalysis, molecular recognition and quantum materials using out of the box tools.

Water directed protein assembly for shape control and templated self-replication

To understand, control and engineer protein aggregation pathways, protein surface activity to protein liquid-liquid phase separation.

Water as a shape-shifting and active biological building block

To reveal long-standing questions on the structure and dynamics of water on proteins, membranes to catalyst support surfaces.

Hydrolytically Stable Phosphonate‐Based Metal–Organic Frameworks for Harvesting Water from Low Humidity Air

H. Xie, A. Atilgan, F. Joodaki, J. Cui, X. Wang, H. Chen, L. Yang, X. Zhang, F. A. Son, K. B. Idrees, A. M. Wright, J. L. Wells, W. Morris, J. Klein, L. Franklin, F. Harrington, S. Herrington, S. Han, K. O. Kirlikovali, T. Islamoglu, R. Q. Snurr, O. K. Farha
https://doi.org/10.1002/smll.202503178

Harvesting water from air offers a promising solution to the global water crisis. However, existing sorbents often struggle in arid climates due to limitations such as low sorption capacities, hydrolytic instability, slow mass transport, high desorption enthalpy, and costly operation. Phosphonate-based metal–organic frameworks (MOFs), known for their exceptional water stability, have not been extensively explored for water harvesting. This study systematically investigates the performance of STA-12 (M═Co, Ni, Mg) and STA-16 (M═Co, Ni), a series of stable phosphonate-based MOFs, as water sorbents. STA-12 MOFs demonstrate remarkable adsorption at ultra-low humidity (<10%), while STA-16(Co) exhibits a high water uptake capacity of 0.54 g g−1 at 10–50% relative humidity (RH) and 0.72 g g−1 at 34% RH. Molecular simulations and solid-state NMR identified liquid-like water, critical for harvesting applications, as the key contributor to the superior sorption performance of STA-16(Co). Scalable aqueous synthesis methods are developed, producing tens of grams of MOFs per batch without high-pressure equipment. A prototype device incorporating STA-12(Ni) demonstrated the feasibility of these materials for real-world water harvesting, showcasing their potential to address water scarcity in arid regions

Passaging Human Tauopathy Patient Samples in Cells Generates Heterogeneous Fibrils with a Subpopulation Adopting Disease Folds

Z, Zeng, K. Tsay, V. Vijayan, M. P. Frost, S. Prakash, A. Quddus, A. Albert, M. Vigers, M. Srivastava, A.L. Woerman, S. Han
bioRxiv

The discovery by cryo-electron microscopy (cryo-EM) that the neu-ropathological hallmarks of different tauopathies, including Alzheimer’s disease, corticobasal degeneration (CBD), and progressive supranuclear palsy (PSP), are caused by unique misfolded conformations of the protein tau is among the most profound developments in neurodegenerative disease research. To capitalize on these discoveries for therapeutic development, one must achieve in vitroreplication of tau fibrils that adopt the representative tauopathy disease folds, which represents a grand challenge for the field. A widely used approach has been seeded propagation using pathological tau fibrils derived from post-mortem patient samples in biosensor cells that expresses a fragment of the tau protein known as K18, or Tau4RD, containing the microtubule-binding repeat domain of tau as the substrate. The new insights from cryo-EM raised the question of whether the Tau4RD fragment is capable of adopting characteristic tau folds found in CBD and PSP patient fibrils, and whether cell-passaged and amplified tau fibrils can be used as seeds to achieve cell-free assembly of recombinant 4R tau into fibrils without the addition of cofactors. Using Double Electron Electron Resonance (DEER) spectroscopy, we discovered that cell-passaged pathological seeds generate heterogeneous fibrils that are, however, distinct between the CBD and PSP lysate-seeded fibrils, and vastly different from heparin-induced tau fibril structures. Moreover, the lysate-seeded fibrils contain a characteristic sub-population that resembles the disease fold corresponding to the respective starting patient sample. These findings indicate that templated propagation using CBD and PSP patient-derived fibrils is possible with a tau fragment that does not contain the entire pathological fibril core, but also that additional mechanisms must be tuned to converge on a homogeneous fibril population.

https://doi.org/10.1101/2023.07.19.549721

Localized Reconstruction of Multimodal Distance Distribution from DEER Data of Biopolymers

K. Tsay, T. Keller, Y. Fichou, J.H. Freed, S. Han, M. Srivastava
bioRxiv

Pulsed Dipolar ESR Spectroscopy (PDS) is a uniquely powerful technique to characterize the structural property of intrinsically disordered proteins (IDPs) and polymers and the conformational evolution of IDPs and polymers, e.g. during assembly, by offering the probability distribution of segment end-to-end distances. However, it is challenging to determine distance distribution P(r) of IDPs by PDS because of the uncertain and broad shape information that is intrinsic to the distance distribution of IDPs. We demonstrate here that the Srivastava-Freed Singular Value Decomposition (SF-SVD) point-wise mathematical inversion method along with wavelet denoising (WavPDS) can aid in obtaining reliable shapes for the distance distribution, P(r), for IDPs. We show that broad regions of P(r) as well as mixed narrow and broad features within the captured distance distribution range can be effectively resolved and differentiated without a priori knowledge. The advantage of SF-SVD and WavPDS is that the methods are transparent, requiring no adjustable parameters, the processing of the magnitude for the probability distribution is performed separately for each distance increment, and the outcome of the analysis is independent of the user’s judgement. We demonstrate the performance and present the application of WavPDS and SF-SVD on model ruler molecules, model polyethylene glycol polymers with end-to-end spin labeling, and IDPs with pairwise labeling spanning different segments of the protein tau to generate the transparent solutions to the P(r)’s including their uncertainties and error analysis.

https://doi.org/10.1101/2025.01.02.631084

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Interested in joining the Han research group? Reach us at han-ofc@northwestern.edu

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