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Yantara N, Ng SE, Sharma D, Zhou B, Sun PSV, Chua HM, Jamaludin NF, Basu A, Mathews N. Ion-Mediated Recombination Dynamics in Perovskite-Based Memory Light-Emitting Diodes for Neuromorphic Control Systems. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2305857. [PMID: 37640560 DOI: 10.1002/adma.202305857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 08/03/2023] [Indexed: 08/31/2023]
Abstract
Neuromorphic devices can help perform memory-heavy tasks more efficiently due to the co-localization of memory and computing. In biological systems, fast dynamics are necessary for rapid communication, while slow dynamics aid in the amplification of signals over noise and regulatory processes such as adaptation- such dual dynamics are key for neuromorphic control systems. Halide perovskites exhibit much more complex phenomena than conventional semiconductors due to their coupled ionic, electronic, and optical properties which result in modulatable drift, diffusion of ions, carriers, and radiative recombination dynamics. This is exploited to engineer a dual-emitter tandem device with the requisite dual slow-fast dynamics. Here, a perovskite-organic tandem light-emitting diode (LED) capable of modulating its emission spectrum and intensity owing to the ion-mediated recombination zone modulation between the green-emitting quasi-2D perovskite layer and the red-emitting organic layer is introduced. Frequency-dependent response and high dynamic range memory of emission intensity and spectra in a LED are demonstrated. Utilizing the emissive read-out, image contrast enhancement as a neuromorphic pre-processing step to improve pattern recognition capabilities is illustrated. As proof of concept using the device's slow-fast dynamics, an inhibition of the return mechanism is physically emulated.
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Affiliation(s)
- Natalia Yantara
- Energy Research Institute @ NTU (ERI@N), Nanyang Technological University, 50 Nanyang Drive, Singapore, 637553, Singapore
| | - Si En Ng
- School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Divyam Sharma
- School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Biyan Zhou
- Department of Electrical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong SAR, Hong Kong
| | - Pao-Sheng Vincent Sun
- Department of Electrical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong SAR, Hong Kong
| | - Huei Min Chua
- School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
| | - Nur Fadilah Jamaludin
- Energy Research Institute @ NTU (ERI@N), Nanyang Technological University, 50 Nanyang Drive, Singapore, 637553, Singapore
| | - Arindam Basu
- Department of Electrical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong SAR, Hong Kong
| | - Nripan Mathews
- Energy Research Institute @ NTU (ERI@N), Nanyang Technological University, 50 Nanyang Drive, Singapore, 637553, Singapore
- School of Materials Science and Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore, 639798, Singapore
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Ryan M, Gao L, Valiyaveetil FI, Kananenka AA, Zanni MT. Water inside the Selectivity Filter of a K + Ion Channel: Structural Heterogeneity, Picosecond Dynamics, and Hydrogen Bonding. J Am Chem Soc 2024; 146:1543-1553. [PMID: 38181505 PMCID: PMC10797622 DOI: 10.1021/jacs.3c11513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 12/08/2023] [Accepted: 12/19/2023] [Indexed: 01/07/2024]
Abstract
Water inside biological ion channels regulates the key properties of these proteins, such as selectivity, ion conductance, and gating. In this article, we measure the picosecond spectral diffusion of amide I vibrations of an isotope-labeled KcsA potassium channel using two-dimensional infrared (2D IR) spectroscopy. By combining waiting time (100-2000 fs) 2D IR measurements of the KcsA channel including 13C18O isotope-labeled Val76 and Gly77 residues with molecular dynamics simulations, we elucidated the site-specific dynamics of water and K+ ions inside the selectivity filter of KcsA. We observe inhomogeneous 2D line shapes with extremely slow spectral diffusion. Our simulations quantitatively reproduce the experiments and show that water is the only component with any appreciable dynamics, whereas K+ ions and the protein are essentially static on a picosecond timescale. By analyzing simulated and experimental vibrational frequencies, we find that water in the selectivity filter can be oriented to form hydrogen bonds with adjacent or nonadjacent carbonyl groups with the reorientation timescales being three times slower and comparable to that of water molecules in liquid, respectively. Water molecules can reside in the cavity sufficiently far from carbonyls and behave essentially like "free" gas-phase-like water with fast reorientation times. Remarkably, no interconversion between these configurations was observed on a picosecond timescale. These dynamics are in stark contrast with liquid water, which remains highly dynamic even in the presence of ions at high concentrations.
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Affiliation(s)
- Matthew
J. Ryan
- Department
of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
| | - Lujia Gao
- Department
of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, Oregon 97239, United States
| | - Francis I. Valiyaveetil
- Department
of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, Oregon 97239, United States
| | - Alexei A. Kananenka
- Department
of Physics and Astronomy, University of
Delaware, Newark, Delaware 19716, United States
| | - Martin T. Zanni
- Department
of Chemistry, University of Wisconsin-Madison, Madison, Wisconsin 53706, United States
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3
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Ryan MJ, Gao L, Valiyaveetil FI, Kananenka AA, Zanni MT. Water inside the selectivity filter of a K + ion channel: structural heterogeneity, picosecond dynamics, and hydrogen-bonding. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.16.567415. [PMID: 38014355 PMCID: PMC10680850 DOI: 10.1101/2023.11.16.567415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2023]
Abstract
Water inside biological ion channels regulates the key properties of these proteins such as selectivity, ion conductance, and gating. In this Article we measure the picosecond spectral diffusion of amide I vibrations of an isotope labeled KcsA potassium channel using two-dimensional infrared (2D IR) spectroscopy. By combining waiting time (100 - 2000 fs) 2D IR measurements of the KcsA channel including 13C18O isotope labeled Val76 and Gly77 residues with molecular dynamics simulations, we elucidated the site-specific dynamics of water and K+ ions inside the selectivity filter of KcsA. We observe inhomogeneous 2D lineshapes with extremely slow spectral diffusion. Our simulations quantitatively reproduce the experiments and show that water is the only component with any appreciable dynamics, whereas K+ ions and the protein are essentially static on a picosecond timescale. By analyzing simulated and experimental vibrational frequencies, we find that water in the selectivity filter can be oriented to form hydrogen bonds with adjacent, or non-adjacent carbonyl groups with the reorientation timescales being three times slower and comparable to that of water molecules in liquid, respectively. Water molecules can reside in the cavity sufficiently far from carbonyls and behave essentially like "free" gas-phase-like water with fast reorientation times. Remarkably, no interconversion between these configurations were observed on a picosecond timescale. These dynamics are in stark contrast with liquid water that remains highly dynamic even in the presence of ions at high concentrations.
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Affiliation(s)
- Matthew J. Ryan
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Lujia Gao
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR 97239, USA
| | - Francis I. Valiyaveetil
- Department of Chemical Physiology and Biochemistry, Oregon Health & Science University, Portland, OR 97239, USA
| | - Alexei A. Kananenka
- Department of Physics and Astronomy, University of Delaware, Newark, DE 19716, USA
| | - Martin T. Zanni
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI 53706, USA
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Goldfeder N, McDonald R, Gaston S, Harrison A, Kim DH, MacIntosh C, Miranda MM, Odom E, Nishad S, Siwik W, Zhang L, Lin JW. Functions of potassium channels blocked by low micromolar 4-aminopyridine in the crayfish nervous system. Synapse 2022; 76:e22234. [PMID: 35460585 DOI: 10.1002/syn.22234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Revised: 03/23/2022] [Accepted: 04/15/2022] [Indexed: 11/05/2022]
Abstract
4-aminopyridine (4-AP) is a potassium channel blocker that has been used to treat patients with multiple sclerosis and Lambert-Eaton disease. The concentration of this drug in the blood of patients was estimated to be in low or submicromolar range. Animal studies have shown that 4-AP at such low concentration selectively blocks a subset of channels in Kv1 or Kv3 families. The crayfish opener neuromuscular junction and ventral superficial flexor (VSF) preparations were used to examine functions of K+ channels blocked by low concentrations of 4-AP. At opener motor axons, intracellular recordings show that 4-AP could increase action potential (AP) amplitude, duration and after-depolarization (ADP) at 10 μM. As 4-AP concentration was increased, in two-fold steps, AP amplitude did not increase further up to 5 mM. AP duration and ADP increased significantly mainly in two concentration ranges, 10-50 μM and 1-5 mM. The effects of 50 μM 4-AP on the VSF were less consistent than that observed at the opener motor axons. 4-AP did not change AP amplitude of motor axons recorded with an extracellular electrode and changes in AP repolarizing potential was observed in ∼25% of the axons. EPSP recorded simultaneously with AP showed an increase in amplitude with 4-AP treatment only in 30% of the axon-EPSP pairs. 4-AP also increased firing frequencies of ∼50% of axons. In four animals, 4-AP "awakened" the firing of APs from an axon that was silent before the drug. The mixture of positive and negative 4-AP effects summarized above was observed in the same VSF preparations in all cases (n = 8). We propose that there is a significant diversity in the density 4-AP sensitive potassium channels among motor axons of the VSF. Functional significance in the differences of 4-AP sensitivity of the two motor systems is discussed. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Nicole Goldfeder
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - Riley McDonald
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - Sarah Gaston
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - Amarri Harrison
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - Dong-Ho Kim
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - Clara MacIntosh
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | | | - Emma Odom
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - Simmi Nishad
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - William Siwik
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - Liangzhu Zhang
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
| | - Jen-Wei Lin
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215
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Dehong X, Wenmei W, Siqin H, Peng Z, Xianchun W, Xiongzhi Z. Effects of JZTX-V on the wild type Kv4.3 Expressed in HEK293T and Molecular Determinants in the Voltage-sensing Domains of Kv4.3 Interacting with JZTX-V. Channels (Austin) 2022; 16:72-83. [PMID: 35378047 PMCID: PMC8986175 DOI: 10.1080/19336950.2022.2053420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
JZTX-V is a toxin isolated from the venom of the Chinese spider Chilobrachys jingzhao. Previous studies had shown that JZTX-V could inhibit the transient outward potassium current of Kv4.2 and Kv4.3 expressed in Xenopus oocytes but had no effects on Kv1.2–1.4. However, the underlying action mechanism of JZTX-V on Kv4.3 remains unclear. In our study, JZTX-V could inhibit not only transient outward potassium currents evoked in small-sized DRG neurons but also Kv4.3-encoded currents expressed in HEK293T cells in the concentration and voltage dependence. The half maximal inhibitory concentration of JZTX-V on Kv4.3 was 9.6 ± 1.2 nM. In addition, the time course for JZTX-V inhibition and release of inhibition after washout were 15.8 ± 1.54 s and 58.8 ± 4.35 s. Electrophysiological assays indicated that 25 nM JZTX-V could shift significantly the voltage dependence of steady-state activation and steady-state inactivation to depolarization. Meanwhile, 25 nM JZTX-V decreased markedly the time constant of activation and inactivation but had no effect on the time constant of recovery from inactivation. To study the molecular determinants of Kv4.3, we performed alanine scanning on a conserved motif of Kv4.3 and assayed the affinity between mutants and JZTX-V. The results not only showed that I273, L275, V283, and F287 were molecular determinants in the conserved motif of Kv4.3 for interacting with JZTX-V but also speculated the underlying action mechanism that the hydrophobic interaction and steric effects played key roles in the binding of JZTX-V with Kv4.3. In summary, our studies have laid a scientific theoretical foundation for further research on the interaction mechanism between JZTX-V and Kv4.3.
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Affiliation(s)
- Xu Dehong
- Laboratory of Biological Engineering, College of Pharmacy, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P. R. China.,Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha, Hunan 410081, P. R. China
| | - Wu Wenmei
- Laboratory of Biological Engineering, College of Pharmacy, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P. R. China
| | - Hong Siqin
- Laboratory of Biological Engineering, College of Pharmacy, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P. R. China
| | - Zeng Peng
- Laboratory of Biological Engineering, College of Pharmacy, Hunan University of Chinese Medicine, Changsha, Hunan 410208, P. R. China
| | - Wang Xianchun
- Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha, Hunan 410081, P. R. China
| | - Zeng Xiongzhi
- Key Laboratory of Protein Chemistry and Developmental Biology of Ministry of Education, College of Life Sciences, Hunan Normal University, Changsha, Hunan 410081, P. R. China
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