1
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Liu J, Aye Y. Tools to Dissect Lipid Droplet Regulation, Players, and Mechanisms. ACS Chem Biol 2025; 20:539-552. [PMID: 40035358 PMCID: PMC11934092 DOI: 10.1021/acschembio.4c00835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2024] [Revised: 02/10/2025] [Accepted: 02/14/2025] [Indexed: 03/05/2025]
Abstract
Spurred by the authors' own recent discovery of reactive metabolite-regulated nexuses involving lipid droplets (LDs), this perspective discusses the latest knowledge and multifaceted approaches toward deconstructing the function of these dynamic organelles, LD-associated localized signaling networks, and protein players. Despite accumulating knowledge surrounding protein families and pathways of conserved importance for LD homeostasis surveillance and maintenance across taxa, much remains to be understood at the molecular level. In particular, metabolic stress-triggered contextual changes in LD-proteins' localized functions, crosstalk with other organelles, and feedback signaling loops and how these are specifically rewired in disease states remain to be illuminated with spatiotemporal precision. We hope this perspective promotes an increased interest in these essential organelles and innovations of new tools and strategies to better understand context-specific LD regulation critical for organismal health.
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Affiliation(s)
- Jinmin Liu
- University
of Oxford, Oxford OX1 3TA, United
Kingdom
| | - Yimon Aye
- University
of Oxford, Oxford OX1 3TA, United
Kingdom
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2
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Huang KT, Aye Y. Toward decoding spatiotemporal signaling activities of reactive immunometabolites with precision immuno-chemical biology tools. Commun Chem 2024; 7:195. [PMID: 39223329 PMCID: PMC11369232 DOI: 10.1038/s42004-024-01282-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024] Open
Abstract
Immune-cell reprogramming driven by mitochondria-derived reactive electrophilic immunometabolites (mt-REMs-e.g., fumarate, itaconate) is an emerging phenomenon of major biomedical importance. Despite their localized production, mt-REMs elicit significantly large local and global footprints within and across cells, through mechanisms involving electrophile signaling. Burgeoning efforts are being put into profiling mt-REMs' potential protein-targets and phenotypic mapping of their multifaceted inflammatory behaviors. Yet, precision indexing of mt-REMs' first-responders with spatiotemporal intelligence and locale-specific function assignments remain elusive. Highlighting the latest advances and overarching challenges, this perspective aims to stimulate thoughts and spur interdisciplinary innovations to address these unmet chemical-biotechnological needs at therapeutic immuno-signaling frontiers.
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Affiliation(s)
- Kuan-Ting Huang
- Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland
| | - Yimon Aye
- Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland.
- University of Oxford, Oxford, UK.
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3
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Long MJC, Aye Y. Climbing into their Skin to Understand Contextual Protein-Protein Associations and Localizations: Functional Investigations in Transgenic Live Model Organisms. Chembiochem 2024; 25:e202400005. [PMID: 38511872 DOI: 10.1002/cbic.202400005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 02/07/2024] [Indexed: 03/22/2024]
Abstract
Borrowing some quotes from Harper Lee's novel "To Kill A Mockingbird" to help frame our manuscript, we discuss methods to profile local proteomes. We initially focus on chemical biology regimens that function in live organisms and use reactive biotin species for this purpose. We then consider ways to add new dimensions to these experimental regimens, principally by releasing less reactive (i. e., more selective) (preter)natural electrophiles. Although electrophile release methods may have lower resolution and label fewer proteins than biotinylation methods, their ability to probe simultaneously protein function and locale raises new and interesting possibilities for the field.
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Affiliation(s)
| | - Yimon Aye
- Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, 1015, Switzerland
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4
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Guan IA, Liu JST, Sawyer RC, Li X, Jiao W, Jiramongkol Y, White MD, Hagimola L, Passam FH, Tran DP, Liu X, Schoenwaelder SM, Jackson SP, Payne RJ, Liu X. Integrating Phenotypic and Chemoproteomic Approaches to Identify Covalent Targets of Dietary Electrophiles in Platelets. ACS CENTRAL SCIENCE 2024; 10:344-357. [PMID: 38435523 PMCID: PMC10906253 DOI: 10.1021/acscentsci.3c00822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 12/24/2023] [Accepted: 12/28/2023] [Indexed: 03/05/2024]
Abstract
A large variety of dietary phytochemicals has been shown to improve thrombosis and stroke outcomes in preclinical studies. Many of these compounds feature electrophilic functionalities that potentially undergo covalent addition to the sulfhydryl side chain of cysteine residues within proteins. However, the impact of such covalent modifications on the platelet activity and function remains unclear. This study explores the irreversible engagement of 23 electrophilic phytochemicals with platelets, unveiling the unique antiplatelet selectivity of sulforaphane (SFN). SFN impairs platelet responses to adenosine diphosphate (ADP) and a thromboxane A2 receptor agonist while not affecting thrombin and collagen-related peptide activation. It also substantially reduces platelet thrombus formation under arterial flow conditions. Using an alkyne-integrated probe, protein disulfide isomerase A6 (PDIA6) was identified as a rapid kinetic responder to SFN. Mechanistic profiling studies revealed SFN's nuanced modulation of PDIA6 activity and substrate specificity. In an electrolytic injury model of thrombosis, SFN enhanced the thrombolytic activity of recombinant tissue plasminogen activator (rtPA) without increasing blood loss. Our results serve as a catalyst for further investigations into the preventive and therapeutic mechanisms of dietary antiplatelets, aiming to enhance the clot-busting power of rtPA, currently the only approved therapeutic for stroke recanalization that has significant limitations.
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Affiliation(s)
- Ivy A. Guan
- School
of Chemistry, Faculty of Science, The University
of Sydney, Sydney, New South Wales 2006, Australia
- The
Heart Research Institute, The University
of Sydney, Newtown, New South Wales 2042, Australia
| | - Joanna S. T. Liu
- The
Heart Research Institute, The University
of Sydney, Newtown, New South Wales 2042, Australia
- School
of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Renata C. Sawyer
- School
of Chemistry, Faculty of Science, The University
of Sydney, Sydney, New South Wales 2006, Australia
- The
Heart Research Institute, The University
of Sydney, Newtown, New South Wales 2042, Australia
| | - Xiang Li
- Department
of Medicine, Washington University in St.
Louis, St. Louis, Missouri 63110, United States
- McDonnell
Genome Institute, Washington University
in St. Louis, St. Louis, Missouri 63108, United States
| | - Wanting Jiao
- Ferrier Research
Institute, Victoria University of Wellington, Wellington 6140, New Zealand
- Maurice Wilkins Centre for Molecular Biodiscovery, Auckland 1142, New Zealand
| | - Yannasittha Jiramongkol
- School
of Chemistry, Faculty of Science, The University
of Sydney, Sydney, New South Wales 2006, Australia
- Charles
Perkins Centre, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Mark D. White
- School
of Chemistry, Faculty of Science, The University
of Sydney, Sydney, New South Wales 2006, Australia
| | - Lejla Hagimola
- School
of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Freda H. Passam
- School
of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Denise P. Tran
- Sydney
Mass Spectrometry, The University of Sydney, Camperdown, New South Wales 2006, Australia
| | - Xiaoming Liu
- School
of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Simone M. Schoenwaelder
- The
Heart Research Institute, The University
of Sydney, Newtown, New South Wales 2042, Australia
- School
of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Shaun P. Jackson
- The
Heart Research Institute, The University
of Sydney, Newtown, New South Wales 2042, Australia
- Charles
Perkins Centre, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Richard J. Payne
- School
of Chemistry, Faculty of Science, The University
of Sydney, Sydney, New South Wales 2006, Australia
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, The University of Sydney, Sydney, New South Wales 2006, Australia
| | - Xuyu Liu
- School
of Chemistry, Faculty of Science, The University
of Sydney, Sydney, New South Wales 2006, Australia
- The
Heart Research Institute, The University
of Sydney, Newtown, New South Wales 2042, Australia
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5
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Huang KT, Poganik JR, Parvez S, Raja S, Miller B, Long MJC, Fetcho JR, Aye Y. Z-REX: shepherding reactive electrophiles to specific proteins expressed tissue specifically or ubiquitously, and recording the resultant functional electrophile-induced redox responses in larval fish. Nat Protoc 2023; 18:1379-1415. [PMID: 37020146 PMCID: PMC11150335 DOI: 10.1038/s41596-023-00809-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Accepted: 12/05/2022] [Indexed: 04/07/2023]
Abstract
This Protocol Extension describes the adaptation of an existing Protocol detailing the use of targetable reactive electrophiles and oxidants, an on-demand redox targeting toolset in cultured cells. The adaptation described here is for use of reactive electrophiles and oxidants technologies in live zebrafish embryos (Z-REX). Zebrafish embryos expressing a Halo-tagged protein of interest (POI)-either ubiquitously or tissue specifically-are treated with a HaloTag-specific small-molecule probe housing a photocaged reactive electrophile (either natural electrophiles or synthetic electrophilic drug-like fragments). The reactive electrophile is then photouncaged at a user-defined time, enabling proximity-assisted electrophile-modification of the POI. Functional and phenotypic ramifications of POI-specific modification can then be monitored, by coupling to standard downstream assays, such as click chemistry-based POI-labeling and target-occupancy quantification; immunofluorescence or live imaging; RNA-sequencing and real-time quantitative polymerase chain reaction analyses of downstream-transcript modulations. Transient expression of requisite Halo-POI in zebrafish embryos is achieved by messenger RNA injection. Procedures associated with generation of transgenic zebrafish expressing a tissue-specific Halo-POI are also described. The Z-REX experiments can be completed in <1 week using standard techniques. To successfully execute Z-REX, researchers should have basic skills in fish husbandry, imaging and pathway analysis. Experience with protein or proteome manipulation is useful. This Protocol Extension is aimed at helping chemical biologists study precision redox events in a model organism and fish biologists perform redox chemical biology.
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Affiliation(s)
- Kuan-Ting Huang
- Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland
| | - Jesse R Poganik
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Saba Parvez
- Department of Pharmacology and Toxicology, College of Pharmacy, University of Utah, Salt Lake City, UT, USA
| | - Sruthi Raja
- Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland
| | - Brian Miller
- Department of Neurobiology and Behavior, Cornell University, Ithaca, NY, USA
| | | | - Joseph R Fetcho
- Department of Neurobiology and Behavior, Cornell University, Ithaca, NY, USA.
| | - Yimon Aye
- Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland.
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6
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Long MJC, Liu J, Aye Y. Finding a vocation for validation: taking proteomics beyond association and location. RSC Chem Biol 2023; 4:110-120. [PMID: 36794020 PMCID: PMC9906375 DOI: 10.1039/d2cb00214k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Accepted: 12/01/2022] [Indexed: 12/03/2022] Open
Abstract
First established in the seventies, proteomics, chemoproteomics, and most recently, spatial/proximity-proteomics technologies have empowered researchers with new capabilities to illuminate cellular communication networks that govern sophisticated decision-making processes. With an ever-growing inventory of these advanced proteomics tools, the onus is upon the researchers to understand their individual advantages and limitations, such that we can ensure rigorous implementation and conclusions derived from critical data interpretations backed up by orthogonal series of functional validations. This perspective-based on the authors' experience in applying varied proteomics workflows in complex living models-underlines key book-keeping considerations, comparing and contrasting most-commonly-deployed modern proteomics profiling technologies. We hope this article stimulates thoughts among expert users and equips new-comers with practical knowhow of what has become an indispensable tool in chemical biology, drug discovery, and broader life-science investigations.
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Affiliation(s)
- Marcus J. C. Long
- University of Lausanne (UNIL)Switzerland,NCCR Chemical Biology, University of Geneva (UNIGE)Switzerland
| | - Jinmin Liu
- Swiss Federal Institute of Technology Lausanne (EPFL) Switzerland .,NCCR Chemical Biology, University of Geneva (UNIGE) Switzerland
| | - Yimon Aye
- Swiss Federal Institute of Technology Lausanne (EPFL) Switzerland .,NCCR Chemical Biology, University of Geneva (UNIGE) Switzerland
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7
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Van Hall-Beauvais A, Poganik JR, Huang KT, Parvez S, Zhao Y, Lin HY, Liu X, Long MJC, Aye Y. Z-REX uncovers a bifurcation in function of Keap1 paralogs. eLife 2022; 11:e83373. [PMID: 36300632 PMCID: PMC9754640 DOI: 10.7554/elife.83373] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 10/12/2022] [Indexed: 11/13/2022] Open
Abstract
Studying electrophile signaling is marred by difficulties in parsing changes in pathway flux attributable to on-target, vis-à-vis off-target, modifications. By combining bolus dosing, knockdown, and Z-REX-a tool investigating on-target/on-pathway electrophile signaling, we document that electrophile labeling of one zebrafish-Keap1-paralog (zKeap1b) stimulates Nrf2- driven antioxidant response (AR) signaling (like the human-ortholog). Conversely, zKeap1a is a dominant-negative regulator of electrophile-promoted Nrf2-signaling, and itself is nonpermissive for electrophile-induced Nrf2-upregulation. This behavior is recapitulated in human cells: (1) zKeap1b-expressing cells are permissive for augmented AR-signaling through reduced zKeap1b-Nrf2 binding following whole-cell electrophile treatment; (2) zKeap1a-expressing cells are non-permissive for AR-upregulation, as zKeap1a-Nrf2 binding capacity remains unaltered upon whole-cell electrophile exposure; (3) 1:1 ZKeap1a:zKeap1b-co-expressing cells show no Nrf2-release from the Keap1-complex following whole-cell electrophile administration, rendering these cells unable to upregulate AR. We identified a zKeap1a-specific point-mutation (C273I) responsible for zKeap1a's behavior during electrophilic stress. Human-Keap1(C273I), of known diminished Nrf2-regulatory capacity, dominantly muted electrophile-induced Nrf2-signaling. These studies highlight divergent and interdependent electrophile signaling behaviors, despite conserved electrophile sensing.
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Affiliation(s)
| | - Jesse R Poganik
- Swiss Federal Institute of Technology LausanneLausanneSwitzerland
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical SchoolBostonUnited States
| | - Kuan-Ting Huang
- Swiss Federal Institute of Technology LausanneLausanneSwitzerland
| | - Saba Parvez
- Department of Pharmacology and Toxicology, College of Pharmacy, University of UtahSalt Lake CityUnited States
| | - Yi Zhao
- Swiss Federal Institute of Technology LausanneLausanneSwitzerland
- BayRay Innovation Center, Shenzhen Bay LaboratoryShenzhenChina
| | - Hong-Yu Lin
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen UniversityXiamenChina
| | - Xuyu Liu
- Swiss Federal Institute of Technology LausanneLausanneSwitzerland
- School of Chemistry, The University of SydneySydneyAustralia
- The Heart Research Institute, NewtownNewtownAustralia
| | - Marcus John Curtis Long
- Department of Biochemistry, Faculty of Biology and Medicine, University of LausanneLausanneSwitzerland
| | - Yimon Aye
- Swiss Federal Institute of Technology LausanneLausanneSwitzerland
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8
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Hurben AK, Tretyakova NY. Role of Protein Damage Inflicted by Dopamine Metabolites in Parkinson's Disease: Evidence, Tools, and Outlook. Chem Res Toxicol 2022; 35:1789-1804. [PMID: 35994383 PMCID: PMC10225972 DOI: 10.1021/acs.chemrestox.2c00193] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Dopamine is an important neurotransmitter that plays a critical role in motivational salience and motor coordination. However, dysregulated dopamine metabolism can result in the formation of reactive electrophilic metabolites which generate covalent adducts with proteins. Such protein damage can impair native protein function and lead to neurotoxicity, ultimately contributing to Parkinson's disease etiology. In this Review, the role of dopamine-induced protein damage in Parkinson's disease is discussed, highlighting the novel chemical tools utilized to drive this effort forward. Continued innovation of methodologies which enable detection, quantification, and functional response elucidation of dopamine-derived protein adducts is critical for advancing this field. Work in this area improves foundational knowledge of the molecular mechanisms that contribute to dopamine-mediated Parkinson's disease progression, potentially assisting with future development of therapeutic interventions.
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Affiliation(s)
- Alexander K. Hurben
- Department of Medicinal Chemistry and Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Natalia Y. Tretyakova
- Department of Medicinal Chemistry and Masonic Cancer Center, University of Minnesota, Minneapolis, Minnesota 55455, United States
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9
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Sun J, Yang T, Wei T, Zhou L, Shan T, Chen J, Gu L, Chen B, Liu L, Jiang Q, Du C, Ma Y, Wang H, Chen F, Guo X, Ji Y, Wang L. CDK9 binds and activates SGK3 to promote cardiac repair after injury via the GSK-3β/β-catenin pathway. Front Cardiovasc Med 2022; 9:970745. [PMID: 36082129 PMCID: PMC9445272 DOI: 10.3389/fcvm.2022.970745] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 08/08/2022] [Indexed: 11/13/2022] Open
Abstract
The mammalian heart possesses entire regeneration capacity after birth, which is lost in adulthood. The role of the kinase network in myocardial regeneration remains largely elusive. SGK3 (threonine-protein kinase 3) is a functional kinase we identified previously with the capacity to promote cardiomyocyte proliferation and cardiac repair after myocardial infarction. However, the upstream signals regulating SGK3 are still unknown. Based on the quantitative phosphoproteomics data and pulldown assay, we identified cyclin-dependent kinase 9 (CDK9) as a novel therapeutic target in regeneration therapy. The direct combination between CDK9 and SGK3 was further confirmed by co-immunoprecipitation (Co-IP). CDK9 is highly expressed in the newborn period and rarely detected in the adult myocardium. In vitro, the proliferation ratio of primary cardiomyocytes was significantly elevated by CDK9 overexpression while inhibited by CDK9 knockdown. In vivo, inhibition of CDK9 shortened the time window of cardiac regeneration after apical resection (AR) in neonatal mice, while overexpression of CDK9 significantly promoted mature cardiomyocytes (CMs) to re-enter the cell cycle and cardiac repair after myocardial infarction (MI) in adult mice. Mechanistically, CDK9 promoted cardiac repair by directly activating SGK3 and downstream GSK-3β/β-catenin pathway. Consequently, our study indicated that CDK9 might be a novel target for MI therapy by stimulating myocardial regeneration.
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Affiliation(s)
- Jiateng Sun
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Tongtong Yang
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Tianwen Wei
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Liuhua Zhou
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Tiankai Shan
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jiawen Chen
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Lingfeng Gu
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Bingrui Chen
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Liu Liu
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Qiqi Jiang
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chong Du
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yao Ma
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Hao Wang
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Feng Chen
- Department of Biostatistics, School of Public Health, China International Cooperation Center for Environment and Human Health, Nanjing Medical University, Nanjing, China
| | - Xuejiang Guo
- State Key Laboratory of Reproductive Medicine, Department of Histology and Embryology, Nanjing Medical University, Nanjing, China
| | - Yong Ji
- Key Laboratory of Cardiovascular and Cerebrovascular Medicine, Collaborative Innovation Center for Cardiovascular Disease Translation, Nanjing Medical University, Nanjing, China
- Key Laboratory of Targeted Intervention of Cardiovascular Disease, Collaborative Innovation Center for Cardiovascular Disease Translation, Nanjing Medical University, Nanjing, China
| | - Liansheng Wang
- Department of Cardiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
- *Correspondence: Liansheng Wang,
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10
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Long MJC, Assari M, Aye Y. Hiding in Plain Sight: The Issue of Hidden Variables. ACS Chem Biol 2022; 17:1285-1292. [PMID: 35603432 DOI: 10.1021/acschembio.2c00142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Here we discuss "hidden variables", which are typically introduced during an experiment as a consequence of the application of two independent variables together to create a stimulus. With increased sophistication in modern chemical biology tools and related precision interrogation techniques, hidden variables have become integral to many chemical biologists' routine experiments. For instance, they can appear in the use of light-activatable chemical probes (e.g., μMap, T-REX), or stimulus-induced enzyme activation (e.g., APEX). Unfortunately, control experiments assess only how independent variables affect measured outcomes and not the multiple differences between the two independent variables and the twain. We outline ways to account for potential hidden variables in experimental design and data interpretation as a means to aid developers of new methods, particularly those involving light-driven techniques, chemical activation, or biorthogonal chemistries, to better incorporate well-controlled procedures.
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Affiliation(s)
- Marcus J. C. Long
- NCCR Chemical Biology and University of Geneva, 1211 Geneva, Switzerland
- University of Lausanne (UNIL), 1110 Epalinges, Switzerland
| | - Mahdi Assari
- Swiss Federal Institute of Technology Lausanne (EPFL), 1015 Lausanne, Switzerland
- NCCR Chemical Biology and University of Geneva, 1211 Geneva, Switzerland
- Department of Chemistry, The University of Chicago, Chicago, Illinois 60637, United States
| | - Yimon Aye
- Swiss Federal Institute of Technology Lausanne (EPFL), 1015 Lausanne, Switzerland
- NCCR Chemical Biology and University of Geneva, 1211 Geneva, Switzerland
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11
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Long MJC, Miranda Herrera PA, Aye Y. Hitting the Bullseye: Endogenous Electrophiles Show Remarkable Nuance in Signaling Regulation. Chem Res Toxicol 2022; 35:1636-1648. [PMID: 35394758 DOI: 10.1021/acs.chemrestox.2c00006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Our bodies produce a host of electrophilic species that can label specific endogenous proteins in cells. The signaling roles of these molecules are under active debate. However, in our opinion, it is becoming increasingly likely that electrophiles can rewire cellular signaling processes at endogenous levels. Attention is turning more to understanding how nuanced electrophile signaling in cells is. In this Perspective, we describe recent work from our laboratory that has started to inform on different levels of context-specific regulation of proteins by electrophiles. We discuss the relevance of these data to the field and to the broader application of electrophile signaling to precision medicine development, beyond the traditional views of their pleiotropic cytotoxic roles.
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Affiliation(s)
- Marcus J C Long
- National Centre of Competence in Research Chemical Biology, University of Geneva, 1211 Geneva, Switzerland.,Department of Biochemistry, Faculty of Biology and Medicine, University of Lausanne, 1066 Epalinges, Switzerland
| | - Pierre A Miranda Herrera
- Institute of Chemical Sciences and Engineering, School of Basic Sciences, Swiss Federal Institute of Technology Lausanne, 1015 Lausanne, Switzerland.,National Centre of Competence in Research Chemical Biology, University of Geneva, 1211 Geneva, Switzerland
| | - Yimon Aye
- Institute of Chemical Sciences and Engineering, School of Basic Sciences, Swiss Federal Institute of Technology Lausanne, 1015 Lausanne, Switzerland.,National Centre of Competence in Research Chemical Biology, University of Geneva, 1211 Geneva, Switzerland
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