1
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Colwell KA, Jackson MN, Torres-Gavosto RM, Jawahery S, Vlaisavljevich B, Falkowski JM, Smit B, Weston SC, Long JR. Buffered Coordination Modulation as a Means of Controlling Crystal Morphology and Molecular Diffusion in an Anisotropic Metal-Organic Framework. J Am Chem Soc 2021; 143:5044-5052. [PMID: 33783205 DOI: 10.1021/jacs.1c00136] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Significant advances have been made in the synthesis of chemically selective environments within metal-organic frameworks, yet materials development and industrial implementation have been hindered by the inability to predictively control crystallite size and shape. One common strategy to control crystal growth is the inclusion of coordination modulators, which are molecular species designed to compete with the linker for metal coordination during synthesis. However, these modulators can simultaneously alter the pH of the reaction solution, an effect that can also significantly influence crystal morphology. Herein, noncoordinating buffers are used to independently control reaction pH during metal-organic framework synthesis, enabling direct interrogation of the role of the coordinating species on crystal growth. We demonstrate the efficacy of this strategy in the synthesis of low-dispersity single-crystals of the framework Co2(dobdc) (dobdc4-= 2,5-dioxido-1,4-benzenedicarboxylate) in a pH 7-buffered solution using cobalt(II) acetate as the metal source. Density functional theory calculations reveal that acetate competitively binds to Co during crystallization, and by using a series of cobalt(II) salts with carboxylate anions of varying coordination strength, it is possible to control crystal growth along the c-direction. Finally, we use zero length column chromatography to show that crystal morphology has a direct impact on guest diffusional path length for the industrially important hydrocarbon m-xylene. Together, these results provide molecular-level insight into the use of modulators in governing crystallite morphology and a powerful strategy for the control of molecular diffusion rates within metal-organic frameworks.
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Affiliation(s)
- Kristen A Colwell
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Megan N Jackson
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States
| | - Rodolfo M Torres-Gavosto
- Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States
| | - Sudi Jawahery
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States.,Laboratory of Molecular Simulation (LSMO), Institut des Sciences et Ingénierie Chimiques, Valais, École Polytechnique Fédérale de Lausanne (EPFL), Rue de l'Industrie 17, CH-1951 Sion, Switzerland
| | - Bess Vlaisavljevich
- Department of Chemistry, University of South Dakota, 414 E Clark St, Vermillion, South Dakota 57069, United States
| | - Joseph M Falkowski
- Corporate Strategic Research, ExxonMobil Research and Engineering Company, Annandale, New Jersey 08801, United States
| | - Berend Smit
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States.,Laboratory of Molecular Simulation (LSMO), Institut des Sciences et Ingénierie Chimiques, Valais, École Polytechnique Fédérale de Lausanne (EPFL), Rue de l'Industrie 17, CH-1951 Sion, Switzerland
| | - Simon C Weston
- Corporate Strategic Research, ExxonMobil Research and Engineering Company, Annandale, New Jersey 08801, United States
| | - Jeffrey R Long
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, California 94720, United States.,Department of Chemistry, University of California, Berkeley, Berkeley, California 94720, United States.,Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
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2
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Oktawiec J, Jiang HZH, Vitillo JG, Reed DA, Darago LE, Trump BA, Bernales V, Li H, Colwell KA, Furukawa H, Brown CM, Gagliardi L, Long JR. Negative cooperativity upon hydrogen bond-stabilized O 2 adsorption in a redox-active metal-organic framework. Nat Commun 2020; 11:3087. [PMID: 32555184 PMCID: PMC7303157 DOI: 10.1038/s41467-020-16897-z] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Accepted: 04/13/2020] [Indexed: 12/20/2022] Open
Abstract
The design of stable adsorbents capable of selectively capturing dioxygen with a high reversible capacity is a crucial goal in functional materials development. Drawing inspiration from biological O2 carriers, we demonstrate that coupling metal-based electron transfer with secondary coordination sphere effects in the metal-organic framework Co2(OH)2(bbta) (H2bbta = 1H,5H-benzo(1,2-d:4,5-d')bistriazole) leads to strong and reversible adsorption of O2. In particular, moderate-strength hydrogen bonding stabilizes a cobalt(III)-superoxo species formed upon O2 adsorption. Notably, O2-binding in this material weakens as a function of loading, as a result of negative cooperativity arising from electronic effects within the extended framework lattice. This unprecedented behavior extends the tunable properties that can be used to design metal-organic frameworks for adsorption-based applications.
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Affiliation(s)
- Julia Oktawiec
- Department of Chemistry, University of California, Berkeley, CA, 94720, USA
| | - Henry Z H Jiang
- Department of Chemistry, University of California, Berkeley, CA, 94720, USA
| | - Jenny G Vitillo
- Department of Chemistry and Supercomputing Institute, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Douglas A Reed
- Department of Chemistry, University of California, Berkeley, CA, 94720, USA
| | - Lucy E Darago
- Department of Chemistry, University of California, Berkeley, CA, 94720, USA
| | - Benjamin A Trump
- National Institute of Standards and Technology, Center for Neutron Research, Gaithersburg, MD, 20899, USA
| | - Varinia Bernales
- Department of Chemistry and Supercomputing Institute, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Harriet Li
- Department of Aeronautics and Astronautics, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Kristen A Colwell
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, 94720, USA
| | - Hiroyasu Furukawa
- Department of Chemistry, University of California, Berkeley, CA, 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Craig M Brown
- National Institute of Standards and Technology, Center for Neutron Research, Gaithersburg, MD, 20899, USA
- Chemical and Biomolecular Engineering, University of Delaware, Newark, DE, 19716, USA
| | - Laura Gagliardi
- Department of Chemistry and Supercomputing Institute, University of Minnesota, Minneapolis, MN, 55455, USA
| | - Jeffrey R Long
- Department of Chemistry, University of California, Berkeley, CA, 94720, USA.
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, CA, 94720, USA.
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.
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3
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Siegelman RL, Milner PJ, Forse AC, Lee JH, Colwell KA, Neaton JB, Reimer JA, Weston SC, Long JR. Water Enables Efficient CO 2 Capture from Natural Gas Flue Emissions in an Oxidation-Resistant Diamine-Appended Metal-Organic Framework. J Am Chem Soc 2019; 141:13171-13186. [PMID: 31348649 DOI: 10.1021/jacs.9b05567] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Supported by increasingly available reserves, natural gas is achieving greater adoption as a cleaner-burning alternative to coal in the power sector. As a result, carbon capture and sequestration from natural gas-fired power plants is an attractive strategy to mitigate global anthropogenic CO2 emissions. However, the separation of CO2 from other components in the flue streams of gas-fired power plants is particularly challenging due to the low CO2 partial pressure (∼40 mbar), which necessitates that candidate separation materials bind CO2 strongly at low partial pressures (≤4 mbar) to capture ≥90% of the emitted CO2. High partial pressures of O2 (120 mbar) and water (80 mbar) in these flue streams have also presented significant barriers to the deployment of new technologies for CO2 capture from gas-fired power plants. Here, we demonstrate that functionalization of the metal-organic framework Mg2(dobpdc) (dobpdc4- = 4,4'-dioxidobiphenyl-3,3'-dicarboxylate) with the cyclic diamine 2-(aminomethyl)piperidine (2-ampd) produces an adsorbent that is capable of ≥90% CO2 capture from a humid natural gas flue emission stream, as confirmed by breakthrough measurements. This material captures CO2 by a cooperative mechanism that enables access to a large CO2 cycling capacity with a small temperature swing (2.4 mmol CO2/g with ΔT = 100 °C). Significantly, multicomponent adsorption experiments, infrared spectroscopy, magic angle spinning solid-state NMR spectroscopy, and van der Waals-corrected density functional theory studies suggest that water enhances CO2 capture in 2-ampd-Mg2(dobpdc) through hydrogen-bonding interactions with the carbamate groups of the ammonium carbamate chains formed upon CO2 adsorption, thereby increasing the thermodynamic driving force for CO2 binding. In light of the exceptional thermal and oxidative stability of 2-ampd-Mg2(dobpdc), its high CO2 adsorption capacity, and its high CO2 capture rate from a simulated natural gas flue emission stream, this material is one of the most promising adsorbents to date for this important separation.
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Affiliation(s)
| | | | | | | | | | - Jeffrey B Neaton
- Kavli Energy Nanosciences Institute at Berkeley , Berkeley , California 94720 , United States
| | | | - Simon C Weston
- Corporate Strategic Research , ExxonMobil Research and Engineering Company , Annandale , New Jersey 08801 , United States
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4
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Kamcev J, Taylor MK, Shin DM, Jarenwattananon NN, Colwell KA, Long JR. Functionalized Porous Aromatic Frameworks as High-Performance Adsorbents for the Rapid Removal of Boric Acid from Water. Adv Mater 2019; 31:e1808027. [PMID: 30883943 DOI: 10.1002/adma.201808027] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 02/17/2019] [Indexed: 06/09/2023]
Abstract
This study demonstrates that functionalized, highly porous polymers are promising for the adsorptive capture of boric acid, a neutral contaminant that is difficult to remove from seawater using conventional reverse osmosis membranes. Appending N-methyl-d-glucamine (NMDG) to the pore walls of high-surface-area porous aromatic frameworks (PAFs) yields the adsorbents PAF-1-NMDG and P2-NMDG in a simple two-step synthesis. The boron-selective PAFs demonstrate adsorption capacities that are up to 70% higher than those of a commercial boron-selective resin, Amberlite IRA743, and markedly faster adsorption rates, owing to their higher NMDG loadings and greater porosities relative to the resin. Remarkably, PAF-1-NMDG is able to reduce the boron concentration in synthetic seawater from 2.91 to <0.5 ppm in less than 3 min at an adsorbent loading of only 0.3 mg mL-1 . The boron adsorption rate constants of both frameworks, determined via a pseudo-second-order rate model, represent the highest values reported in the literature-in most cases orders of magnitude higher than those of other boron-selective adsorbents. The frameworks can also be readily regenerated via mild acid/base treatment and maintain constant boron adsorption capacities for at least 10 regeneration cycles. These results highlight the numerous advantages of PAFs over traditional porous polymers in water treatment applications.
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Affiliation(s)
- Jovan Kamcev
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Mercedes K Taylor
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Dong-Myeong Shin
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA
| | | | - Kristen A Colwell
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
| | - Jeffrey R Long
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
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5
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Martell JD, Porter-Zasada LB, Forse AC, Siegelman RL, Gonzalez MI, Oktawiec J, Runčevski T, Xu J, Srebro-Hooper M, Milner PJ, Colwell KA, Autschbach J, Reimer JA, Long JR. Enantioselective Recognition of Ammonium Carbamates in a Chiral Metal-Organic Framework. J Am Chem Soc 2017; 139:16000-16012. [PMID: 28991466 PMCID: PMC8230736 DOI: 10.1021/jacs.7b09983] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Chiral metal-organic frameworks have attracted interest for enantioselective separations and catalysis because of their high crystallinity and pores with tunable shapes, sizes, and chemical environments. Chiral frameworks of the type M2(dobpdc) (M = Mg, Mn, Fe, Co, Ni, Zn; dobpdc4- = 4,4'-dioxidobiphenyl-3,3'-dicarboxylate) seem particularly promising for potential applications because of their excellent stability, high internal surface areas, and strongly polarizing open metal coordination sites within the channels, but to date these materials have been isolated only in racemic form. Here, we demonstrate that when appended with the chiral diamine trans-1,2-diaminocyclohexane (dach), Mg2(dobpdc) adsorbs carbon dioxide cooperatively to form ammonium carbamate chains, and the thermodynamics of CO2 capture are strongly influenced by enantioselective interactions within the chiral pores of the framework. We further show that it is possible to access both enantiomers of Mg2(dobpdc) with high enantiopurity (≥90%) via framework synthesis in the presence of varying quantities of d-panthenol, an inexpensive chiral induction agent. Investigation of dach-M2(dobpdc) samples following CO2 adsorption-using single-crystal and powder X-ray diffraction, solid-state nuclear magnetic resonance spectroscopy, and density functional theory calculations-revealed that the ammonium carbamate chains interact extensively with each other and with the chiral M2(dobpdc) pore walls. Subtle differences in the non-covalent interactions accessible in each diastereomeric phase dramatically impact the thermodynamics of CO2 adsorption.
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Affiliation(s)
- Jeffrey D. Martell
- Department of Chemistry, University of California, Berkeley, California 94720, United States
- Miller Institute for Basic Research in Science, University of California, Berkeley, California 94720, United States
| | - Leo B. Porter-Zasada
- Department of Chemistry, University of California, Berkeley, California 94720, United States
| | - Alexander C. Forse
- Department of Chemistry, University of California, Berkeley, California 94720, United States
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
- Berkeley Energy and Climate Institute, University of California, Berkeley, California 94720, United States
| | - Rebecca L. Siegelman
- Department of Chemistry, University of California, Berkeley, California 94720, United States
| | - Miguel I. Gonzalez
- Department of Chemistry, University of California, Berkeley, California 94720, United States
| | - Julia Oktawiec
- Department of Chemistry, University of California, Berkeley, California 94720, United States
| | - Tomče Runčevski
- Department of Chemistry, University of California, Berkeley, California 94720, United States
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Jiawei Xu
- Jasco Corporation, 2967-5 Ishikawa-machi, Hachioji-shi, Tokyo 192-8537, Japan
| | | | - Phillip J. Milner
- Department of Chemistry, University of California, Berkeley, California 94720, United States
| | - Kristen A. Colwell
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
| | - Jochen Autschbach
- Department of Chemistry, University at Buffalo, State University of New York, Buffalo, New York 14260, United States
| | - Jeffrey A. Reimer
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Jeffrey R. Long
- Department of Chemistry, University of California, Berkeley, California 94720, United States
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
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6
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Levine DJ, Gonzalez MI, Legendre CM, Runčevski T, Oktawiec J, Colwell KA, Long JR. Calcium Coordination Solids for pH-Triggered Release of Olsalazine. ChemMedChem 2017; 12:1739-1742. [PMID: 28901042 DOI: 10.1002/cmdc.201700540] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Indexed: 01/22/2023]
Abstract
Calcium coordination solids were synthesized and evaluated for delivery of olsalazine (H4 olz), an anti-inflammatory compound used for treatment of ulcerative colitis. The materials include one-dimensional Ca(H2 olz)⋅4 H2 O chains, two-dimensional Ca(H2 olz)⋅2 H2 O sheets, and a three-dimensional metal-organic framework Ca(H2 olz)⋅2DMF (DMF=N,N-dimethylformamide). The framework undergoes structural changes in response to solvent, forming a dense Ca(H2 olz) phase when exposed to aqueous HCl. The compounds Ca(H2 olz)⋅x H2 O (x=0, 2, 4) were each pressed into pellets and exposed to simulated gastrointestinal fluids to mimic the passage of a pill from the acidic stomach to the pH-neutral intestines. All three calcium materials exhibited a delayed release of olsalazine relative to Na2 (H2 olz), the commercial formulation, illustrating how formulation of a drug within an extended coordination solid can serve to tune its solubility and performance.
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Affiliation(s)
- Dana J Levine
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA.,Department of Chemical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Miguel I Gonzalez
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA
| | - Christina M Legendre
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA
| | - Tomče Runčevski
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA.,Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Julia Oktawiec
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA
| | - Kristen A Colwell
- Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
| | - Jeffrey R Long
- Department of Chemistry, University of California, Berkeley, Berkeley, CA, 94720, USA.,Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA.,Department of Chemical and Biomolecular Engineering, University of California, Berkeley, Berkeley, CA, 94720, USA
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7
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Lee JW, Barin G, Peterson GW, Xu J, Colwell KA, Long JR. A Microporous Amic Acid Polymer for Enhanced Ammonia Capture. ACS Appl Mater Interfaces 2017; 9:33504-33510. [PMID: 28388032 DOI: 10.1021/acsami.7b02603] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Amic acids, consisting of carboxylic acids and amides, are often utilized as intermediates that can further undergo a dehydration-cyclization step to yield polymeric cyclic imides. Compared with imide-based materials, the presence of Brønsted acidic groups and multiple hydrogen-bond donors and acceptors in materials incorporating amic acids opens up the possibility for a variety of host-guest interactions. Here we report a facile and catalyst-free synthesis of a Brønsted acidic porous poly(amic acid) (PAA) and present its NH3 uptake properties using gas adsorption and breakthrough measurements. Simple addition of water as a cosolvent to a mixture of tetrakis(4-aminophenyl)methane and pyromellitic anhydride resulted in the formation of PAA in almost quantitative yield. Further mechanistic studies with model compounds revealed the importance of additive water to generate amic acid species selectively without forming cyclic imides at high temperatures. Gas adsorption isotherms and breakthrough curves obtained under dry and humid conditions demonstrate the enhanced NH3 uptake in the case of PAA compared with the related polycyclic imide at both low and high pressures. Furthermore, the results of adsorption/desorption cycling experiments provide insights into the strength of the interaction between ammonia and the polymers.
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Affiliation(s)
- Ji-Woong Lee
- Department of Chemistry, University of California , Berkeley, California 94720, United States
- Materials Sciences Division, Lawrence Berkeley National Laboratory , Berkeley, California 94720, United States
- Department of Chemistry, University of Copenhagen , 2100 Copenhagen, Denmark
| | - Gokhan Barin
- Department of Chemistry, University of California , Berkeley, California 94720, United States
- Materials Sciences Division, Lawrence Berkeley National Laboratory , Berkeley, California 94720, United States
| | - Gregory W Peterson
- Edgewood Chemical Biological Center, U.S. Army Research, Development, and Engineering Command , 5183 Blackhawk Road, Aberdeen Proving Ground, Maryland 21010, United States
| | - Jun Xu
- Department of Chemical and Biological Engineering, University of California , Berkeley, California 94720, United States
| | - Kristen A Colwell
- Materials Sciences Division, Lawrence Berkeley National Laboratory , Berkeley, California 94720, United States
- Department of Chemical and Biological Engineering, University of California , Berkeley, California 94720, United States
| | - Jeffrey R Long
- Department of Chemistry, University of California , Berkeley, California 94720, United States
- Materials Sciences Division, Lawrence Berkeley National Laboratory , Berkeley, California 94720, United States
- Department of Chemical and Biological Engineering, University of California , Berkeley, California 94720, United States
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8
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Barin G, Peterson GW, Crocellà V, Xu J, Colwell KA, Nandy A, Reimer JA, Bordiga S, Long JR. Highly effective ammonia removal in a series of Brønsted acidic porous polymers: investigation of chemical and structural variations. Chem Sci 2017; 8:4399-4409. [PMID: 30155218 PMCID: PMC6100238 DOI: 10.1039/c6sc05079d] [Citation(s) in RCA: 66] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2016] [Accepted: 04/18/2017] [Indexed: 11/23/2022] Open
Abstract
Efficient removal of ammonia from air is demonstrated in a series of Brønsted acidic porous polymers under dry and humid conditions. The impact of acidic group strength and their spatial distribution on the ammonia uptake is investigated systematically.
Although a widely used and important industrial gas, ammonia (NH3) is also highly toxic and presents a substantial health and environmental hazard. The development of new materials for the effective capture and removal of ammonia is thus of significant interest. The capture of ammonia at ppm-level concentrations relies on strong interactions between the adsorbent and the gas, as demonstrated in a number of zeolites and metal–organic frameworks with Lewis acidic open metal sites. However, these adsorbents typically exhibit diminished capacity for ammonia in the presence of moisture due to competitive adsorption of water and/or reduced structural stability. In an effort to overcome these challenges, we are investigating the performance of porous polymers functionalized with Brønsted acidic groups, which should possess inherent structural stability and enhanced reactivity towards ammonia in the presence of moisture. Herein, we report the syntheses of six different Brønsted acidic porous polymers exhibiting –NH3Cl, –CO2H, –SO3H, and –PO3H2 groups and featuring two different network structures with respect to interpenetration. We further report the low- and high-pressure NH3 uptake in these materials, as determined under dry and humid conditions using gas adsorption and breakthrough measurements. Under dry conditions, it is possible to achieve NH3 capacities as high as 2 mmol g–1 at 0.05 mbar (50 ppm) equilibrium pressure, while breakthrough saturation capacities of greater than 7 mmol g–1 are attainable under humid conditions. Chemical and structural variations deduced from these measurements also revealed an important interplay between acidic group spatial arrangement and NH3 uptake, in particular that interpenetration can promote strong adsorption even for weaker Brønsted acidic functionalities. In situ infrared spectroscopy provided further insights into the mechanism of NH3 adsorption, revealing a proton transfer between ammonia and acidic sites as well as strong hydrogen bonding interactions in the case of the weaker carboxylic acid-functionalized polymer. These findings highlight that an increase of acidity or porosity does not necessarily correspond directly to increased NH3 capacity and advocate for the development of more fine-tuned design principles for efficient NH3 capture under a range of concentrations and conditions.
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Affiliation(s)
- Gokhan Barin
- Department of Chemistry , University of California , Berkeley , California 94720 , USA .
| | - Gregory W Peterson
- Edgewood Chemical Biological Center , U.S. Army Research, Development, and Engineering Command , 5183 Blackhawk Road , Aberdeen Proving Ground , Maryland 21010 , USA
| | - Valentina Crocellà
- Department of Chemistry , NIS and INSTM Centre of Reference , University of Turin , Via Quarello 15 , I-10135 Torino , Italy
| | - Jun Xu
- Department of Chemical and Biomolecular Engineering , University of California , Berkeley , California 94720 , USA
| | - Kristen A Colwell
- Department of Chemical and Biomolecular Engineering , University of California , Berkeley , California 94720 , USA
| | - Aditya Nandy
- Department of Chemical and Biomolecular Engineering , University of California , Berkeley , California 94720 , USA
| | - Jeffrey A Reimer
- Department of Chemical and Biomolecular Engineering , University of California , Berkeley , California 94720 , USA.,Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , USA
| | - Silvia Bordiga
- Department of Chemistry , NIS and INSTM Centre of Reference , University of Turin , Via Quarello 15 , I-10135 Torino , Italy
| | - Jeffrey R Long
- Department of Chemistry , University of California , Berkeley , California 94720 , USA . .,Department of Chemical and Biomolecular Engineering , University of California , Berkeley , California 94720 , USA.,Materials Sciences Division , Lawrence Berkeley National Laboratory , Berkeley , California 94720 , USA
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9
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Levine DJ, Runčevski T, Kapelewski MT, Keitz BK, Oktawiec J, Reed DA, Mason JA, Jiang HZH, Colwell KA, Legendre CM, FitzGerald SA, Long JR. Olsalazine-Based Metal–Organic Frameworks as Biocompatible Platforms for H2 Adsorption and Drug Delivery. J Am Chem Soc 2016; 138:10143-50. [DOI: 10.1021/jacs.6b03523] [Citation(s) in RCA: 151] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Affiliation(s)
| | - Tomče Runčevski
- Materials
Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Matthew T. Kapelewski
- Materials
Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | | | | | | | - Jarad A. Mason
- Materials
Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | - Henry Z. H. Jiang
- Materials
Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
| | | | | | - Stephen A. FitzGerald
- Department
of Physics and Astronomy, Oberlin College, Oberlin, Ohio 44074, United States
| | - Jeffrey R. Long
- Materials
Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
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10
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Mainsah BO, Collins LM, Colwell KA, Sellers EW, Ryan DB, Caves K, Throckmorton CS. Increasing BCI communication rates with dynamic stopping towards more practical use: an ALS study. J Neural Eng 2015; 12:016013. [PMID: 25588137 DOI: 10.1088/1741-2560/12/1/016013] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE The P300 speller is a brain-computer interface (BCI) that can possibly restore communication abilities to individuals with severe neuromuscular disabilities, such as amyotrophic lateral sclerosis (ALS), by exploiting elicited brain signals in electroencephalography (EEG) data. However, accurate spelling with BCIs is slow due to the need to average data over multiple trials to increase the signal-to-noise ratio (SNR) of the elicited brain signals. Probabilistic approaches to dynamically control data collection have shown improved performance in non-disabled populations; however, validation of these approaches in a target BCI user population has not occurred. APPROACH We have developed a data-driven algorithm for the P300 speller based on Bayesian inference that improves spelling time by adaptively selecting the number of trials based on the acute SNR of a user's EEG data. We further enhanced the algorithm by incorporating information about the user's language. In this current study, we test and validate the algorithms online in a target BCI user population, by comparing the performance of the dynamic stopping (DS) (or early stopping) algorithms against the current state-of-the-art method, static data collection, where the amount of data collected is fixed prior to online operation. MAIN RESULTS Results from online testing of the DS algorithms in participants with ALS demonstrate a significant increase in communication rate as measured in bits/min (100-300%), and theoretical bit rate (100-550%), while maintaining selection accuracy. Participants also overwhelmingly preferred the DS algorithms. SIGNIFICANCE We have developed a viable BCI algorithm that has been tested in a target BCI population which has the potential for translation to improve BCI speller performance towards more practical use for communication.
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Affiliation(s)
- B O Mainsah
- Duke University, Department of Electrical and Computer Engineering, USA
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Colwell KA, Ryan DB, Throckmorton CS, Sellers EW, Collins LM. Channel selection methods for the P300 Speller. J Neurosci Methods 2014; 232:6-15. [PMID: 24797224 PMCID: PMC4106671 DOI: 10.1016/j.jneumeth.2014.04.009] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Revised: 03/06/2014] [Accepted: 04/10/2014] [Indexed: 11/30/2022]
Abstract
The P300 Speller brain-computer interface (BCI) allows a user to communicate without muscle activity by reading electrical signals on the scalp via electroencephalogram. Modern BCI systems use multiple electrodes ("channels") to collect data, which has been shown to improve speller accuracy; however, system cost and setup time can increase substantially with the number of channels in use, so it is in the user's interest to use a channel set of modest size. This constraint increases the importance of using an effective channel set, but current systems typically utilize the same channel montage for each user. We examine the effect of active channel selection for individuals on speller performance, using generalized standard feature-selection methods, and present a new channel selection method, termed jumpwise regression, that extends the Stepwise Linear Discriminant Analysis classifier. Simulating the selections of each method on real P300 Speller data, we obtain results demonstrating that active channel selection can improve speller accuracy for most users relative to a standard channel set, with particular benefit for users who experience low performance using the standard set. Of the methods tested, jumpwise regression offers accuracy gains similar to the best-performing feature-selection methods, and is robust enough for online use.
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Affiliation(s)
- K A Colwell
- Department of Electrical & Computer Engineering, Duke University, Durham, NC, USA.
| | - D B Ryan
- Department of Psychology, East Tennessee State University, Johnson City, TN, USA.
| | - C S Throckmorton
- Department of Electrical & Computer Engineering, Duke University, Durham, NC, USA.
| | - E W Sellers
- Department of Psychology, East Tennessee State University, Johnson City, TN, USA.
| | - L M Collins
- Department of Electrical & Computer Engineering, Duke University, Durham, NC, USA.
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Tummon IS, Colwell KA, Mackinnon CJ, Nisker JA, Yuzpe AA. Abbreviated endometriosis-associated infertility correlates with in vitro fertilization success. J In Vitro Fert Embryo Transf 1991; 8:149-53. [PMID: 1919261 DOI: 10.1007/bf01131705] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The utility of in vitro fertilization (IVF) for refractory infertility associated with endometriosis was studied by reviewing the 6-year experience with IVF and pregnancy follow-up at University Hospital, London, Ontario. Two hundred forty cycles were begun in 124 couples in whom endometriosis was the sole identified cause of infertility. In a program employing predominantly ultrasound-guided transvaginal oocyte retrieval, live birth rates were not reduced with advanced degrees of endometriosis. Live births were positively correlated with a shorter infertility duration.
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Affiliation(s)
- I S Tummon
- Department of Gynaecology and Reproductive Medicine, University of Western Ontario, London, Canada
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Colwell KA, Tummon IS. Elevation of serum progesterone with oral micronized progesterone after in vitro fertilization. A randomized, controlled trial. J Reprod Med 1991; 36:170-2. [PMID: 2030491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
In a randomized, controlled trial, oral micronized progesterone (P4) supplementation effectively elevated luteal phase serum P4 levels after in vitro fertilization (IVF). Of 34 nonconception IVF cycles, 12 were supplemented with oral micronized P4, 200 mg four times daily, beginning the day of oocyte retrieval, while 22 control cycles did not receive supplementation. With oral micronized P4 supplementation the P4 levels were higher (P less than .001) and the luteal phase longer (P less than .05). Oral micronized P4 supplementation appears to be a convenient method of supporting serum P4 levels during the luteal phase after IVF.
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Affiliation(s)
- K A Colwell
- Department of Gynaecology and Reproductive Medicine, University Hospital, London, Ontario, Canada
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Friedrich WN, Smith CK, Harrison SD, Colwell KA, Davis AK, Fefer A. MMPI study of identical twins: cancer patients and bone marrow donors. Psychol Rep 1987; 61:127-30. [PMID: 3313483 DOI: 10.2466/pr0.1987.61.1.127] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
23 identical twin pairs, one with a hematologic malignancy, the other a bone marrow donor, completed the MMPI while in the hospital. The validity, clinical, and Repression-Sensitization scales were scored. Paired t tests for the entire group (aged 16 to 67 yr., M = 44 yr.) showed significant differences on Hs, D, and Hy. Males ( n = 12 pairs) had no significant differences, while females ( n = 11 pairs) had significant differences on Hs, D, Hy, Pa, and R-S. Female patients scored higher on Hs, D, Hy, lower on Pa and were repressors. These findings are congruent with previous research that has yielded psychological differences in people who develop malignancies and those who do not.
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