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Title: Understanding and Modulating Metalloenzymes with Unnatural Amino Acids, Non-Native Metal Ions, and Non-Native Metallocofactors

Abstract

Metalloproteins set the gold standard for performing important functions, including catalyzing demanding reactions under mild conditions. Designing artificial metalloenzymes (ArMs) to catalyze abiological reactions has been a major endeavor for many years, but most ArM activities are far below those of native enzymes, making them unsuitable for most pratical applications. A critical step to advance the field is to fundamentally understand what it takes to not only confer but also fine-tune ArM activities so they match those of native enzymes. Indeed, only once we can freely modulate ArM activity to rival (or surpass!) natural enzymes can the potential of ArMs be fully realized. A key to unlocking ArM potential is the observation that one metal primary coordination sphere can display a range of functions and levels of activity, leading to the realization that secondary coordination sphere (SCS) interactions are critically important. However, SCS interactions are numerous, long-range, and weak, making them very difficult to reproduce in ArMs. Furthermore, natural enzymes are tied to a small set of biologically available functional moieties from canonical amino acids and physiologically available metal ions and metallocofactors, severely limiting the chemical space available to probe and tune ArMs. We summarize the use of unnatural aminomore » acids (UAAs) and non-native metal ions and metallocofactors by our group and our collaborators to probe and modulate ArM functions. We incorporated isostructural UAAs in a type 1 copper (T1Cu) protein azurin to provide conclusive evidence that axial ligand hydrophobicity is a major determinant of T1Cu redunction potential (E°'). Closely related work from other groups are also discussed. We also probed the role of protein backbone interactions that cannot be altered by standard mutagenesis by replacing the peptide bond with an ester linkage. We used insight gained from these studies to tune the E°' of azurin across the entire physiological range, the broadest range ever achieved in a single metalloprotein. Introducing UAA analogues of Tyr into ArM models of heme-copper oxidase (HCO) revealed a linear relationship between pKa, E°', and activity. We also substituted non-native hemes and non-native metal ions for their native equivalents in these models to resolve several issues that were intractable in native HCOs and the closely related nitric oxide reductases, such as their roles in modulating substrate affinity, electron transfer rate, and activity. We incorporated abiological cofactors such as ferrocene and Mn(salen) into azurin and myoglobin, respectively, to stabilize these inorganic and organometallic compounds in water, confer abiological functions, tune their E°' and activity through SCS interactions, and show that the approach to metallocofactor anchoring and orientation can tune enantioselectivity and alter function. Replacing Cu in azurin with non-native Fe or Ni can impart novel activities, such as superoxide reduction and C–C bond formation. While progress was made, we have identified only a small fraction of the interactions that can be generally applied to ArMs to fine-tune their functions. Because SCS interactions are subtle and heavily interconnected, it has been difficult to characterize their effects quantitatively. It is vital to develop spectroscopic and computational techniques to detect and quantify their effects in both resting states and catalytic intermediates.« less

Authors:
 [1];  [1]; ORCiD logo [1]
  1. Univ. of Illinois, Urbana, IL (United States). Dept. of Chemistry. Center for Biophysics and Quantitative Biology
Publication Date:
Research Org.:
Univ. of Illinois at Urbana-Champaign, IL (United States)
Sponsoring Org.:
USDOE Office of Science (SC), Biological and Environmental Research (BER); National Science Foundation (NSF); National Inst. of Health (NIH) (United States)
OSTI Identifier:
1505804
Grant/Contract Number:  
SC0018420; CHE 17-10241; GM06211
Resource Type:
Accepted Manuscript
Journal Name:
Accounts of Chemical Research
Additional Journal Information:
Journal Volume: 52; Journal Issue: 4; Journal ID: ISSN 0001-4842
Publisher:
American Chemical Society
Country of Publication:
United States
Language:
English
Subject:
37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY

Citation Formats

Mirts, Evan N., Bhagi-Damodaran, Ambika, and Lu, Yi. Understanding and Modulating Metalloenzymes with Unnatural Amino Acids, Non-Native Metal Ions, and Non-Native Metallocofactors. United States: N. p., 2019. Web. doi:10.1021/acs.accounts.9b00011.
Mirts, Evan N., Bhagi-Damodaran, Ambika, & Lu, Yi. Understanding and Modulating Metalloenzymes with Unnatural Amino Acids, Non-Native Metal Ions, and Non-Native Metallocofactors. United States. https://doi.org/10.1021/acs.accounts.9b00011
Mirts, Evan N., Bhagi-Damodaran, Ambika, and Lu, Yi. Tue . "Understanding and Modulating Metalloenzymes with Unnatural Amino Acids, Non-Native Metal Ions, and Non-Native Metallocofactors". United States. https://doi.org/10.1021/acs.accounts.9b00011. https://www.osti.gov/servlets/purl/1505804.
@article{osti_1505804,
title = {Understanding and Modulating Metalloenzymes with Unnatural Amino Acids, Non-Native Metal Ions, and Non-Native Metallocofactors},
author = {Mirts, Evan N. and Bhagi-Damodaran, Ambika and Lu, Yi},
abstractNote = {Metalloproteins set the gold standard for performing important functions, including catalyzing demanding reactions under mild conditions. Designing artificial metalloenzymes (ArMs) to catalyze abiological reactions has been a major endeavor for many years, but most ArM activities are far below those of native enzymes, making them unsuitable for most pratical applications. A critical step to advance the field is to fundamentally understand what it takes to not only confer but also fine-tune ArM activities so they match those of native enzymes. Indeed, only once we can freely modulate ArM activity to rival (or surpass!) natural enzymes can the potential of ArMs be fully realized. A key to unlocking ArM potential is the observation that one metal primary coordination sphere can display a range of functions and levels of activity, leading to the realization that secondary coordination sphere (SCS) interactions are critically important. However, SCS interactions are numerous, long-range, and weak, making them very difficult to reproduce in ArMs. Furthermore, natural enzymes are tied to a small set of biologically available functional moieties from canonical amino acids and physiologically available metal ions and metallocofactors, severely limiting the chemical space available to probe and tune ArMs. We summarize the use of unnatural amino acids (UAAs) and non-native metal ions and metallocofactors by our group and our collaborators to probe and modulate ArM functions. We incorporated isostructural UAAs in a type 1 copper (T1Cu) protein azurin to provide conclusive evidence that axial ligand hydrophobicity is a major determinant of T1Cu redunction potential (E°'). Closely related work from other groups are also discussed. We also probed the role of protein backbone interactions that cannot be altered by standard mutagenesis by replacing the peptide bond with an ester linkage. We used insight gained from these studies to tune the E°' of azurin across the entire physiological range, the broadest range ever achieved in a single metalloprotein. Introducing UAA analogues of Tyr into ArM models of heme-copper oxidase (HCO) revealed a linear relationship between pKa, E°', and activity. We also substituted non-native hemes and non-native metal ions for their native equivalents in these models to resolve several issues that were intractable in native HCOs and the closely related nitric oxide reductases, such as their roles in modulating substrate affinity, electron transfer rate, and activity. We incorporated abiological cofactors such as ferrocene and Mn(salen) into azurin and myoglobin, respectively, to stabilize these inorganic and organometallic compounds in water, confer abiological functions, tune their E°' and activity through SCS interactions, and show that the approach to metallocofactor anchoring and orientation can tune enantioselectivity and alter function. Replacing Cu in azurin with non-native Fe or Ni can impart novel activities, such as superoxide reduction and C–C bond formation. While progress was made, we have identified only a small fraction of the interactions that can be generally applied to ArMs to fine-tune their functions. Because SCS interactions are subtle and heavily interconnected, it has been difficult to characterize their effects quantitatively. It is vital to develop spectroscopic and computational techniques to detect and quantify their effects in both resting states and catalytic intermediates.},
doi = {10.1021/acs.accounts.9b00011},
journal = {Accounts of Chemical Research},
number = 4,
volume = 52,
place = {United States},
year = {Tue Mar 26 00:00:00 EDT 2019},
month = {Tue Mar 26 00:00:00 EDT 2019}
}

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Works referenced in this record:

Metalloproteins Containing Cytochrome, Iron–Sulfur, or Copper Redox Centers
journal, March 2014

  • Liu, Jing; Chakraborty, Saumen; Hosseinzadeh, Parisa
  • Chemical Reviews, Vol. 114, Issue 8
  • DOI: 10.1021/cr400479b

The “OK, Molly” Chemistry
journal, March 2017


Significant improvement of oxidase activity through the genetic incorporation of a redox-active unnatural amino acid
journal, January 2015

  • Yu, Yang; Zhou, Qing; Wang, Li
  • Chemical Science, Vol. 6, Issue 7
  • DOI: 10.1039/C5SC01126D

Manganese and Cobalt in the Nonheme-Metal-Binding Site of a Biosynthetic Model of Heme-Copper Oxidase Superfamily Confer Oxidase Activity through Redox-Inactive Mechanism
journal, August 2017

  • Reed, Julian H.; Shi, Yelu; Zhu, Qianhong
  • Journal of the American Chemical Society, Vol. 139, Issue 35
  • DOI: 10.1021/jacs.7b05800

Reduction Potential Tuning of the Blue Copper Center in Pseudomonas aeruginosa Azurin by the Axial Methionine as Probed by Unnatural Amino Acids
journal, December 2006

  • Garner, Dewain K.; Vaughan, Mark D.; Hwang, Hee Jung
  • Journal of the American Chemical Society, Vol. 128, Issue 49
  • DOI: 10.1021/ja062732i

Why copper is preferred over iron for oxygen activation and reduction in haem-copper oxidases
journal, November 2016

  • Bhagi-Damodaran, Ambika; Michael, Matthew A.; Zhu, Qianhong
  • Nature Chemistry, Vol. 9, Issue 3
  • DOI: 10.1038/nchem.2643

Probing the Role of Axial Methionine in the Blue Copper Center of Azurin with Unnatural Amino Acids
journal, July 2003

  • Berry, Steven M.; Ralle, Martina; Low, Donald W.
  • Journal of the American Chemical Society, Vol. 125, Issue 29
  • DOI: 10.1021/ja029699u

Probing the role of the backbone carbonyl interaction with the Cu A center in azurin by replacing the peptide bond with an ester linkage
journal, January 2017

  • Clark, Kevin M.; Tian, Shiliang; van der Donk, Wilfred A.
  • Chemical Communications, Vol. 53, Issue 1
  • DOI: 10.1039/C6CC07274G

The Important Role of Covalent Anchor Positions in Tuning Catalytic Properties of a Rationally Designed MnSalen-Containing Metalloenzyme
journal, July 2011

  • Garner, Dewain K.; Liang, Lei; Barrios, David A.
  • ACS Catalysis, Vol. 1, Issue 9
  • DOI: 10.1021/cs200258e

Design of functional metalloproteins
journal, August 2009

  • Lu, Yi; Yeung, Natasha; Sieracki, Nathan
  • Nature, Vol. 460, Issue 7257
  • DOI: 10.1038/nature08304

A designed heme-[4Fe-4S] metalloenzyme catalyzes sulfite reduction like the native enzyme
journal, September 2018


Defining the Role of Tyrosine and Rational Tuning of Oxidase Activity by Genetic Incorporation of Unnatural Tyrosine Analogs
journal, April 2015

  • Yu, Yang; Lv, Xiaoxuan; Li, Jiasong
  • Journal of the American Chemical Society, Vol. 137, Issue 14
  • DOI: 10.1021/ja5109936

Roles of glutamates and metal ions in a rationally designed nitric oxide reductase based on myoglobin
journal, April 2010

  • Lin, Y. -W.; Yeung, N.; Gao, Y. -G.
  • Proceedings of the National Academy of Sciences, Vol. 107, Issue 19
  • DOI: 10.1073/pnas.1000526107

From Myoglobin to Heme-Copper Oxidase:  Design and Engineering of a Cu B Center into Sperm Whale Myoglobin
journal, August 2000

  • Sigman, Jeffrey A.; Kwok, Brian C.; Lu, Yi
  • Journal of the American Chemical Society, Vol. 122, Issue 34
  • DOI: 10.1021/ja0015343

Blue Ferrocenium Azurin:  An Organometalloprotein with Tunable Redox Properties
journal, October 2005

  • Hwang, Hee Jung; Carey, James R.; Brower, Evan T.
  • Journal of the American Chemical Society, Vol. 127, Issue 44
  • DOI: 10.1021/ja054983h

Light-Driven Hydrogen Evolution by Nickel-Substituted Rubredoxin
journal, October 2017

  • Stevenson, Michael J.; Marguet, Sean C.; Schneider, Camille R.
  • ChemSusChem, Vol. 10, Issue 22
  • DOI: 10.1002/cssc.201701627

Multielectron Chemistry within a Model Nickel Metalloprotein: Mechanistic Implications for Acetyl-CoA Synthase
journal, July 2017

  • Manesis, Anastasia C.; O’Connor, Matthew J.; Schneider, Camille R.
  • Journal of the American Chemical Society, Vol. 139, Issue 30
  • DOI: 10.1021/jacs.7b03892

Axial interactions in the mixed-valent Cu A active site and role of the axial methionine in electron transfer
journal, August 2013

  • Tsai, Ming-Li; Hadt, Ryan G.; Marshall, Nicholas M.
  • Proceedings of the National Academy of Sciences, Vol. 110, Issue 36
  • DOI: 10.1073/pnas.1314242110

Systematic Tuning of Heme Redox Potentials and Its Effects on O 2 Reduction Rates in a Designed Oxidase in Myoglobin
journal, August 2014

  • Bhagi-Damodaran, Ambika; Petrik, Igor D.; Marshall, Nicholas M.
  • Journal of the American Chemical Society, Vol. 136, Issue 34
  • DOI: 10.1021/ja5054863

Spectroscopic and Computational Study of a Nonheme Iron Nitrosyl Center in a Biosynthetic Model of Nitric Oxide Reductase
journal, January 2014

  • Chakraborty, Saumen; Reed, Julian; Ross, Matthew
  • Angewandte Chemie International Edition, Vol. 53, Issue 9
  • DOI: 10.1002/anie.201308431

Protein scaffold of a designed metalloenzyme enhances the chemoselectivity in sulfoxidation of thioanisole
journal, January 2008

  • Zhang, Jun-Long; Garner, Dewain K.; Liang, Lei
  • Chemical Communications, Issue 14
  • DOI: 10.1039/b718915j

Biosynthetic Inorganic Chemistry
journal, August 2006


Capture and characterization of a reactive haem–carbenoid complex in an artificial metalloenzyme
journal, July 2018


Transforming a Blue Copper into a Red Copper Protein: Engineering Cysteine and Homocysteine into the Axial Position of Azurin Using Site-Directed Mutagenesis and Expressed Protein Ligation
journal, July 2010

  • Clark, Kevin M.; Yu, Yang; Marshall, Nicholas M.
  • Journal of the American Chemical Society, Vol. 132, Issue 29
  • DOI: 10.1021/ja102632p

Rationally tuning the reduction potential of a single cupredoxin beyond the natural range
journal, November 2009

  • Marshall, Nicholas M.; Garner, Dewain K.; Wilson, Tiffany D.
  • Nature, Vol. 462, Issue 7269
  • DOI: 10.1038/nature08551

Spectroscopic and Density Functional Theory Studies of the Blue−Copper Site in M121SeM and C112SeC Azurin:  Cu−Se Versus Cu−S Bonding
journal, March 2008

  • Sarangi, Ritimukta; Gorelsky, Serge I.; Basumallick, Lipika
  • Journal of the American Chemical Society, Vol. 130, Issue 12
  • DOI: 10.1021/ja076495a

A Designed Functional Metalloenzyme that Reduces O2 to H2O with Over One Thousand Turnovers
journal, April 2012

  • Miner, Kyle D.; Mukherjee, Arnab; Gao, Yi-Gui
  • Angewandte Chemie International Edition, Vol. 51, Issue 23
  • DOI: 10.1002/anie.201201981

A Designed Metalloenzyme Achieving the Catalytic Rate of a Native Enzyme
journal, September 2015

  • Yu, Yang; Cui, Chang; Liu, Xiaohong
  • Journal of the American Chemical Society, Vol. 137, Issue 36
  • DOI: 10.1021/jacs.5b07119

A Site-Selective Dual Anchoring Strategy for Artificial Metalloprotein Design
journal, September 2004

  • Carey, James R.; Ma, Steven K.; Pfister, Thomas D.
  • Journal of the American Chemical Society, Vol. 126, Issue 35
  • DOI: 10.1021/ja046908x

An Engineered Azurin Variant Containing a Selenocysteine Copper Ligand
journal, March 2002

  • Berry, Steven M.; Gieselman, Matt D.; Nilges, Mark J.
  • Journal of the American Chemical Society, Vol. 124, Issue 10
  • DOI: 10.1021/ja0169163

Reconstitution of full-length P450BM3 with an artificial metal complex by utilising the transpeptidase Sortase A
journal, January 2018

  • Omura, Keita; Aiba, Yuichiro; Onoda, Hiroki
  • Chemical Communications, Vol. 54, Issue 57
  • DOI: 10.1039/C8CC02760A

Stereoselective Olefin Cyclopropanation under Aerobic Conditions with an Artificial Enzyme Incorporating an Iron-Chlorin e6 Cofactor
journal, October 2017

  • Sreenilayam, Gopeekrishnan; Moore, Eric J.; Steck, Viktoria
  • ACS Catalysis, Vol. 7, Issue 11
  • DOI: 10.1021/acscatal.7b02583

Insights Into How Heme Reduction Potentials Modulate Enzymatic Activities of a Myoglobin-based Functional Oxidase
journal, May 2017

  • Bhagi-Damodaran, Ambika; Kahle, Maximilian; Shi, Yelu
  • Angewandte Chemie International Edition, Vol. 56, Issue 23
  • DOI: 10.1002/anie.201701916

Artificial Metalloenzyme Design with Unnatural Amino Acids and Non-Native Cofactors
journal, January 2018


Significant Increase of Oxidase Activity through the Genetic Incorporation of a Tyrosine-Histidine Cross-Link in a Myoglobin Model of Heme-Copper Oxidase
journal, March 2012

  • Liu, Xiaohong; Yu, Yang; Hu, Cheng
  • Angewandte Chemie International Edition, Vol. 51, Issue 18
  • DOI: 10.1002/anie.201108756

Chemoselective Cyclopropanation over Carbene Y–H Insertion Catalyzed by an Engineered Carbene Transferase
journal, June 2018

  • Moore, Eric J.; Steck, Viktoria; Bajaj, Priyanka
  • The Journal of Organic Chemistry, Vol. 83, Issue 14
  • DOI: 10.1021/acs.joc.8b00946

The Met Axial Ligand Determines the Redox Potential in Cu A Sites
journal, October 2007

  • Ledesma, Gabriela N.; Murgida, Daniel H.; Ly, Hoang Khoa
  • Journal of the American Chemical Society, Vol. 129, Issue 39
  • DOI: 10.1021/ja0731221

The role of copper and protons in heme-copper oxidases: Kinetic study of an engineered heme-copper center in myoglobin
journal, March 2003

  • Sigman, J. A.; Kim, H. K.; Zhao, X.
  • Proceedings of the National Academy of Sciences, Vol. 100, Issue 7
  • DOI: 10.1073/pnas.0737308100

Design of a single protein that spans the entire 2-V range of physiological redox potentials
journal, December 2015

  • Hosseinzadeh, Parisa; Marshall, Nicholas M.; Chacón, Kelly N.
  • Proceedings of the National Academy of Sciences, Vol. 113, Issue 2
  • DOI: 10.1073/pnas.1515897112

The Selenocysteine-Substituted Blue Copper Center:  Spectroscopic Investigations of Cys112SeCys Pseudomonas aeruginosa Azurin
journal, May 2004

  • Ralle, Martina; Berry, Steven M.; Nilges, Mark J.
  • Journal of the American Chemical Society, Vol. 126, Issue 23
  • DOI: 10.1021/ja031821h

Axial Methionine Has Much Less Influence on Reduction Potentials in a Cu A Center than in a Blue Copper Center
journal, May 2005

  • Hwang, Hee Jung; Berry, Steven M.; Nilges, Mark J.
  • Journal of the American Chemical Society, Vol. 127, Issue 20
  • DOI: 10.1021/ja0501114

Redesigning the Blue Copper Azurin into a Redox-Active Mononuclear Nonheme Iron Protein: Preparation and Study of Fe(II)-M121E Azurin
journal, August 2014

  • Liu, Jing; Meier, Katlyn K.; Tian, Shiliang
  • Journal of the American Chemical Society, Vol. 136, Issue 35
  • DOI: 10.1021/ja505410u

Going beyond Structure: Nickel-Substituted Rubredoxin as a Mechanistic Model for the [NiFe] Hydrogenases
journal, July 2018

  • Slater, Jeffrey W.; Marguet, Sean C.; Monaco, Haleigh A.
  • Journal of the American Chemical Society, Vol. 140, Issue 32
  • DOI: 10.1021/jacs.8b05194

Inner- and outer-sphere metal coordination in blue copper proteins
journal, October 2012


Structural Basis of Electron Transfer Modulation in the Purple Cu A Center
journal, May 1999

  • Robinson, Howard; Ang, Marjorie C.; Gao, Yi-Gui
  • Biochemistry, Vol. 38, Issue 18
  • DOI: 10.1021/bi9901634

Manganese(V) Porphycene Complex Responsible for Inert C–H Bond Hydroxylation in a Myoglobin Matrix
journal, December 2017

  • Oohora, Koji; Meichin, Hiroyuki; Kihira, Yushi
  • Journal of the American Chemical Society, Vol. 139, Issue 51
  • DOI: 10.1021/jacs.7b11288

Direct EPR Observation of a Tyrosyl Radical in a Functional Oxidase Model in Myoglobin during both H 2 O 2 and O 2 Reactions
journal, January 2014

  • Yu, Yang; Mukherjee, Arnab; Nilges, Mark J.
  • Journal of the American Chemical Society, Vol. 136, Issue 4
  • DOI: 10.1021/ja4091885

Nitric Oxide Reductase Activity in Heme–Nonheme Binuclear Engineered Myoglobins through a One-Electron Reduction Cycle
journal, November 2018

  • Sabuncu, Sinan; Reed, Julian H.; Lu, Yi
  • Journal of the American Chemical Society, Vol. 140, Issue 50
  • DOI: 10.1021/jacs.8b11037

Modulating the copper–sulfur interaction in type 1 blue copper azurin by replacing Cys112 with nonproteinogenic homocysteine
journal, January 2014

  • Clark, Kevin M.; Yu, Yang; van der Donk, Wilfred A.
  • Inorg. Chem. Front., Vol. 1, Issue 2
  • DOI: 10.1039/C3QI00096F

The chemistry of the CuB site in cytochrome c oxidase and the importance of its unique His–Tyr bond
journal, April 2009

  • Kaila, Ville R. I.; Johansson, Mikael P.; Sundholm, Dage
  • Biochimica et Biophysica Acta (BBA) - Bioenergetics, Vol. 1787, Issue 4
  • DOI: 10.1016/j.bbabio.2009.01.002

Preparation of Artificial Metalloenzymes by Insertion of Chromium(III) Schiff Base Complexes into Apomyoglobin Mutants
journal, March 2003

  • Ohashi, Masataka; Koshiyama, Tomomi; Ueno, Takafumi
  • Angewandte Chemie International Edition, Vol. 42, Issue 9
  • DOI: 10.1002/anie.200390256

Nickel-Substituted Rubredoxin as a Minimal Enzyme Model for Hydrogenase
journal, August 2015


Azurin as a Protein Scaffold for a Low-coordinate Nonheme Iron Site with a Small-molecule Binding Pocket
journal, November 2012

  • McLaughlin, Matthew P.; Retegan, Marius; Bill, Eckhard
  • Journal of the American Chemical Society, Vol. 134, Issue 48
  • DOI: 10.1021/ja308346b

Two cysteines, two histidines, and one methionine are ligands of a binuclear purple copper center
journal, August 1993


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  • Gu, Yang; Natoli, Sean N.; Liu, Zhennan
  • Angewandte Chemie International Edition, Vol. 58, Issue 39
  • DOI: 10.1002/anie.201907460

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journal, September 2019

  • Oohora, Koji; Miyazaki, Yuta; Hayashi, Takashi
  • Angewandte Chemie International Edition, Vol. 58, Issue 39
  • DOI: 10.1002/anie.201907584

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journal, September 2019

  • Wu, Shuke; Zhou, Yi; Rebelein, Johannes G.
  • Journal of the American Chemical Society, Vol. 141, Issue 40
  • DOI: 10.1021/jacs.9b06923

Advances in ultrahigh-throughput screening for directed enzyme evolution
journal, January 2020

  • Markel, Ulrich; Essani, Khalil D.; Besirlioglu, Volkan
  • Chemical Society Reviews, Vol. 49, Issue 1
  • DOI: 10.1039/c8cs00981c

Predicting disease-associated mutation of metal-binding sites in proteins using a deep learning approach
journal, December 2019

  • Koohi-Moghadam, Mohamad; Wang, Haibo; Wang, Yuchuan
  • Nature Machine Intelligence, Vol. 1, Issue 12
  • DOI: 10.1038/s42256-019-0119-z

The importance of catalytic promiscuity for enzyme design and evolution
journal, November 2019

  • Leveson-Gower, Reuben B.; Mayer, Clemens; Roelfes, Gerard
  • Nature Reviews Chemistry, Vol. 3, Issue 12
  • DOI: 10.1038/s41570-019-0143-x

Rational design of heme enzymes for biodegradation of pollutants toward a green future
journal, June 2019

  • Lin, Ying‐Wu
  • Biotechnology and Applied Biochemistry, Vol. 67, Issue 4
  • DOI: 10.1002/bab.1788

Myoglobin Reconstituted with Ni Tetradehydrocorrin as a Methane‐Generating Model of Methyl‐coenzyme M Reductase
journal, July 2019

  • Oohora, Koji; Miyazaki, Yuta; Hayashi, Takashi
  • Angewandte Chemie, Vol. 131, Issue 39
  • DOI: 10.1002/ange.201907584