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Updated: Jan 8, 2026

Author Spotlight: Exploring Intrinsically Disordered Protein Dynamics Through NMR Relaxation Experiments
Published on: November 1, 2024
Enhanced Sensitivity and Resolution in Biomolecular CEST NMR Experiments Using the Extended Hadamard Encoding Scheme
Jihyun Kim1,2, Micael Silva3, E̅riks Kupče4
1Departments of Chemical and Biological Physics, Weizmann Institute of Science, Rehovot 7610001, Israel.
The Hadamard Transform (HT) can accelerate Nuclear Magnetic Resonance (NMR) experiments but causes artifacts in Chemical Exchange Saturation Transfer (CEST) imaging. An extended HT (eHT) scheme eliminates these artifacts, improving CEST NMR performance.
Area of Science:
- Nuclear Magnetic Resonance (NMR) Spectroscopy
- Chemical Exchange Saturation Transfer (CEST) Imaging
Background:
- Hadamard Transform (HT) enables faster Nuclear Magnetic Resonance (NMR) experiments by simplifying spectral information extraction.
- However, complex interactions like spin-spin couplings and chemical exchange can disrupt the direct link between spectral peak intensity and frequency, leading to artifacts in NMR experiments.
Purpose of the Study:
- To identify and explain the origin of artifacts in NMR Chemical Exchange Saturation Transfer (CEST) experiments when using frequency-domain Hadamard encodings.
- To propose and validate an extended Hadamard Transform (eHT) scheme to eliminate these artifacts while retaining the benefits of HT.
Main Methods:
- Investigated artifacts arising from classical frequency-domain Hadamard encodings in NMR CEST experiments.
- Developed and implemented an extended Hadamard Transform (eHT) scheme.
- Performed and processed CEST NMR experiments using the eHT scheme.
Main Results:
- Demonstrated that classical frequency-domain Hadamard encodings introduce significant artifacts in NMR CEST experiments due to chemical exchange.
- The proposed eHT scheme successfully eliminated these artifacts in CEST NMR experiments.
- eHT-processed CEST NMR experiments showed improved performance compared to standard implementations and other accelerated methods for protein CEST.
Conclusions:
- The extended Hadamard Transform (eHT) effectively removes artifacts in NMR CEST experiments caused by classical Hadamard encodings.
- eHT preserves the sensitivity and speed advantages of the Hadamard Transform for accelerated CEST NMR.
- This advancement offers a more robust and accurate approach for advanced protein CEST NMR studies.
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