1
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Deckel Y, Brown JJ, Senthilkumar T, Fahrenbach AC. Dehydration promotes phosphoramidate-linked amino acidyl and peptido adenosine conjugates. Chem Commun (Camb) 2024; 60:11920-11923. [PMID: 39228333 DOI: 10.1039/d4cc03602f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
Cyclic nucleoside phosphates have been shown previously to be adequately activated to oligomerise under dry conditions. Herein, it is demonstrated that 3',5'-cyclic adenosine monophosphate (3',5'-cAMP) and glycine when subjected to dehydration under alkaline conditions form phosphoramidate-linked conjugates. Solid-state reaction mechanisms investigated by DFT suggest why the reaction does not occur efficiently in the aqueous phase.
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Affiliation(s)
- Yaam Deckel
- School of Chemistry, University of New South Wales (UNSW), Sydney, Australia
- Australian Centre for Astrobiology, University of New South Wales, Sydney, NSW 2052, Australia
| | - Joshua J Brown
- School of Chemistry, University of New South Wales (UNSW), Sydney, Australia
- Australian Centre for Astrobiology, University of New South Wales, Sydney, NSW 2052, Australia
- Environment Research Unit, CSIRO, Black Mountain, Canberra, ACT, 2601 Advanced Engineering Biology Future Science Platform, Black Mountain, Canberra, ACT 2601 Revolutionary Energy Storage Systems Future Science Platform, Clayton, Melbourne, VIC, 3168, Australia
| | - Tejaswi Senthilkumar
- School of Chemistry, University of New South Wales (UNSW), Sydney, Australia
- Australian Centre for Astrobiology, University of New South Wales, Sydney, NSW 2052, Australia
| | - Albert C Fahrenbach
- School of Chemistry, University of New South Wales (UNSW), Sydney, Australia
- Australian Centre for Astrobiology, University of New South Wales, Sydney, NSW 2052, Australia
- UNSW RNA Institute, University of New South Wales, Sydney, NSW 2052, Australia.
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2
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Šponer JE, Coulon R, Otyepka M, Šponer J, Siegle AF, Trapp O, Ślepokura K, Zdráhal Z, Šedo O. Phosphoric acid salts of amino acids as a source of oligopeptides on the early Earth. Commun Chem 2024; 7:185. [PMID: 39174757 PMCID: PMC11341901 DOI: 10.1038/s42004-024-01264-6] [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: 01/22/2024] [Accepted: 07/30/2024] [Indexed: 08/24/2024] Open
Abstract
Because of their unique proton-conductivity, chains of phosphoric acid molecules are excellent proton-transfer catalysts. Here we demonstrate that this property could have been exploited for the prebiotic synthesis of the first oligopeptide sequences on our planet. Our results suggest that drying highly diluted solutions containing amino acids (like glycine, histidine and arginine) and phosphates in comparable concentrations at elevated temperatures (ca. 80 °C) in an acidic environment could lead to the accumulation of amino acid:phosphoric acid crystalline salts. Subsequent heating of these materials at 100 °C for 1-3 days results in the formation of oligoglycines consisting of up to 24 monomeric units, while arginine and histidine form shorter oligomers (up to trimers) only. Overall, our results suggest that combining the catalytic effect of phosphate chains with the crystalline order present in amino acid:phosphoric acid salts represents a viable solution that could be utilized to generate the first oligopeptide sequences in a mild acidic hydrothermal field scenario. Further, we propose that crystallization could help overcoming cyclic oligomer formation that is a generally known bottleneck of prebiotic polymerization processes preventing further chain growth.
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Affiliation(s)
- Judit E Šponer
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, Brno, Czech Republic.
- CATRIN-Regional Centre of Advanced Technologies and Materials, Šlechtitelů 27, Olomouc, Czech Republic.
| | - Rémi Coulon
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, Brno, Czech Republic
- CATRIN-Regional Centre of Advanced Technologies and Materials, Šlechtitelů 27, Olomouc, Czech Republic
- Department of Physical Chemistry, Faculty of Science, Palacký University, 17. listopadu 12, Olomouc, Czech Republic
| | - Michal Otyepka
- CATRIN-Regional Centre of Advanced Technologies and Materials, Šlechtitelů 27, Olomouc, Czech Republic
- IT4Innovations, VSB-Technical University of Ostrava, 17. listopadu 2172/15, 708 00, Ostrava, Poruba, Czech Republic
| | - Jiří Šponer
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, Brno, Czech Republic
- CATRIN-Regional Centre of Advanced Technologies and Materials, Šlechtitelů 27, Olomouc, Czech Republic
| | - Alexander F Siegle
- Department Chemie, Ludwig-Maximilians-Universität München, Butenandtstr. 5-13, München, Germany
| | - Oliver Trapp
- Department Chemie, Ludwig-Maximilians-Universität München, Butenandtstr. 5-13, München, Germany
| | - Katarzyna Ślepokura
- University of Wrocław, Faculty of Chemistry, 14 F. Joliot-Curie, Wrocław, Poland
| | - Zbyněk Zdráhal
- Central European Institute of Technology, Masaryk University, Campus Bohunice, Kamenice 5, Brno, Czech Republic
| | - Ondrej Šedo
- Central European Institute of Technology, Masaryk University, Campus Bohunice, Kamenice 5, Brno, Czech Republic.
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3
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Verma A, Mateo T, Quintero Botero J, Mohankumar N, Fraccia TP. Microfluidics-Based Drying-Wetting Cycles to Investigate Phase Transitions of Small Molecules Solutions. Life (Basel) 2024; 14:472. [PMID: 38672743 PMCID: PMC11050796 DOI: 10.3390/life14040472] [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: 02/05/2024] [Revised: 03/24/2024] [Accepted: 03/28/2024] [Indexed: 04/28/2024] Open
Abstract
Drying-wetting cycles play a crucial role in the investigation of the origin of life as processes that both concentrate and induce the supramolecular assembly and polymerization of biomolecular building blocks, such as nucleotides and amino acids. Here, we test different microfluidic devices to study the dehydration-hydration cycles of the aqueous solutions of small molecules, and to observe, by optical microscopy, the insurgence of phase transitions driven by self-assembly, exploiting water pervaporation through polydimethylsiloxane (PDMS). As a testbed, we investigate solutions of the chromonic dye Sunset Yellow (SSY), which self-assembles into face-to-face columnar aggregates and produces nematic and columnar liquid crystal (LC) phases as a function of concentration. We show that the LC temperature-concentration phase diagram of SSY can be obtained with a fair agreement with previous reports, that droplet hydration-dehydration can be reversibly controlled and automated, and that the simultaneous incubation of samples with different final water contents, corresponding to different phases, can be implemented. These methods can be further extended to study the assembly of diverse prebiotically relevant small molecules and to characterize their phase transitions.
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Affiliation(s)
- Ajay Verma
- IPGG, CBI UMR 8231—CNRS—ESPCI Paris, PSL Research University, 75005 Paris, France
| | - Tiphaine Mateo
- IPGG, CBI UMR 8231—CNRS—ESPCI Paris, PSL Research University, 75005 Paris, France
| | | | - Nishanth Mohankumar
- IPGG, CBI UMR 8231—CNRS—ESPCI Paris, PSL Research University, 75005 Paris, France
| | - Tommaso P. Fraccia
- IPGG, CBI UMR 8231—CNRS—ESPCI Paris, PSL Research University, 75005 Paris, France
- Department of Pharmacological and Biomolecular Sciences, University of Milan, 20133 Milan, Italy
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4
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Bartolucci G, Calaça Serrão A, Schwintek P, Kühnlein A, Rana Y, Janto P, Hofer D, Mast CB, Braun D, Weber CA. Sequence self-selection by cyclic phase separation. Proc Natl Acad Sci U S A 2023; 120:e2218876120. [PMID: 37847736 PMCID: PMC10614837 DOI: 10.1073/pnas.2218876120] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 09/06/2023] [Indexed: 10/19/2023] Open
Abstract
The emergence of functional oligonucleotides on early Earth required a molecular selection mechanism to screen for specific sequences with prebiotic functions. Cyclic processes such as daily temperature oscillations were ubiquitous in this environment and could trigger oligonucleotide phase separation. Here, we propose sequence selection based on phase separation cycles realized through sedimentation in a system subjected to the feeding of oligonucleotides. Using theory and experiments with DNA, we show sequence-specific enrichment in the sedimented dense phase, in particular of short 22-mer DNA sequences. The underlying mechanism selects for complementarity, as it enriches sequences that tightly interact in the dense phase through base-pairing. Our mechanism also enables initially weakly biased pools to enhance their sequence bias or to replace the previously most abundant sequences as the cycles progress. Our findings provide an example of a selection mechanism that may have eased screening for auto-catalytic self-replicating oligonucleotides.
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Affiliation(s)
- Giacomo Bartolucci
- Division Biological Physics, Max Planck Institute for the Physics of Complex Systems, Dresden01187, Germany
- Center for Systems Biology Dresden, Dresden01307, Germany
| | - Adriana Calaça Serrão
- Ludwigs-Maximilian-Universität München and Center for NanoScience, Munich80799, Germany
| | - Philipp Schwintek
- Ludwigs-Maximilian-Universität München and Center for NanoScience, Munich80799, Germany
| | - Alexandra Kühnlein
- Ludwigs-Maximilian-Universität München and Center for NanoScience, Munich80799, Germany
| | - Yash Rana
- Division Biological Physics, Max Planck Institute for the Physics of Complex Systems, Dresden01187, Germany
- Center for Systems Biology Dresden, Dresden01307, Germany
| | - Philipp Janto
- Ludwigs-Maximilian-Universität München and Center for NanoScience, Munich80799, Germany
| | - Dorothea Hofer
- Ludwigs-Maximilian-Universität München and Center for NanoScience, Munich80799, Germany
| | - Christof B. Mast
- Ludwigs-Maximilian-Universität München and Center for NanoScience, Munich80799, Germany
| | - Dieter Braun
- Ludwigs-Maximilian-Universität München and Center for NanoScience, Munich80799, Germany
| | - Christoph A. Weber
- Faculty of Mathematics, Natural Sciences, and Materials Engineering: Institute of Physics, University of Augsburg, Augsburg86159, Germany
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5
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Šponer JE, Šponer J, Výravský J, Matyášek R, Kovařík A, Dudziak W, Ślepokura K. Crystallization as a selection force at the polymerization of nucleotides in a prebiotic context. iScience 2023; 26:107600. [PMID: 37664611 PMCID: PMC10470394 DOI: 10.1016/j.isci.2023.107600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 07/14/2023] [Accepted: 08/08/2023] [Indexed: 09/05/2023] Open
Abstract
Accumulation and selection of nucleotides is one of the most challenging problems surrounding the origin of the first RNA molecules on our planet. In the current work we propose that guanosine 3',5' cyclic monophosphate could selectively crystallize upon evaporation of an acidic prebiotic pool containing various other nucleotides. The conditions of the evaporative crystallization are fully compatible with the subsequent acid catalyzed polymerization of this cyclic nucleotide reported in earlier studies and may be relevant in a broad range of possible prebiotic environments. Albeit cytidine 3',5' cyclic monophosphate has the ability to selectively accumulate under the same conditions, its crystal structure is not likely to support polymer formation.
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Affiliation(s)
- Judit E. Šponer
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 61200 Brno, Czech Republic
| | - Jiří Šponer
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 61200 Brno, Czech Republic
| | - Jakub Výravský
- TESCAN Brno, s.r.o, Libušina třída 1, 62300 Brno, Czech Republic
- Department of Geological Sciences, Faculty of Science, Masaryk University, Kotlářská 2, 61137 Brno, Czech Republic
| | - Roman Matyášek
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 61200 Brno, Czech Republic
| | - Aleš Kovařík
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 61200 Brno, Czech Republic
| | - Wojciech Dudziak
- University of Wrocław, Faculty of Chemistry, 14 F. Joliot-Curie, 50-383 Wrocław, Poland
| | - Katarzyna Ślepokura
- University of Wrocław, Faculty of Chemistry, 14 F. Joliot-Curie, 50-383 Wrocław, Poland
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6
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Dagar S, Sarkar S, Rajamani S. Nonenzymatic Template-Directed Primer Extension Using 2'-3' Cyclic Nucleotides Under Wet-Dry Cycles. ORIGINS LIFE EVOL B 2023; 53:43-60. [PMID: 37243884 DOI: 10.1007/s11084-023-09636-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Accepted: 04/15/2023] [Indexed: 05/29/2023]
Abstract
RNA World Hypothesis is centred around the idea of a period in the early history of life's origin, wherein nonenzymatic oligomerization and replication of RNA resulted in functional ribozymes. Previous studies in this endeavour have demonstrated template-directed primer extension using chemically modified nucleotides and primers. Nonetheless, similar studies that used non-activated nucleotides led to the formation of RNA only with abasic sites. In this study, we report template-directed primer extension with prebiotically relevant cyclic nucleotides, under dehydration-rehydration (DH-RH) cycles occurring at high temperature (90 °C) and alkaline conditions (pH 8). 2'-3' cyclic nucleoside monophosphates (cNMP) resulted in primer extension, while 3'-5' cNMP failed to do so. Intact extension of up to two nucleotide additions was observed with both canonical hydroxy-terminated (OH-primer) and activated amino-terminated (NH2-primer) primers. We demonstrate primer extension reactions using both purine and pyrimidine 2'-3' cNMPs, with higher product yield observed during cAMP additions. Further, the presence of lipid was observed to significantly enhance the extended product in cCMP reactions. In all, our study provides a proof-of-concept for nonenzymatic primer extension of RNA, using intrinsically activated prebiotically relevant cyclic nucleotides as monomers.
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Affiliation(s)
- Shikha Dagar
- Department of Biology, Indian Institute of Science Education and Research, Pune, 411008, India
| | - Susovan Sarkar
- Department of Biology, Indian Institute of Science Education and Research, Pune, 411008, India
| | - Sudha Rajamani
- Department of Biology, Indian Institute of Science Education and Research, Pune, 411008, India.
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7
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Guo X, Fu S, Ying J, Zhao Y. Prebiotic chemistry: a review of nucleoside phosphorylation and polymerization. Open Biol 2023; 13:220234. [PMID: 36629018 PMCID: PMC9832566 DOI: 10.1098/rsob.220234] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 12/06/2022] [Indexed: 01/12/2023] Open
Abstract
The phosphorylation of nucleosides and their polymerization are crucial issues concerning the origin of life. The question of how these plausible chemical processes took place in the prebiotic Earth is still perplexing, despite several studies that have attempted to explain these prebiotic processes. The purpose of this article is to review these chemical reactions with respect to chemical evolution in the primeval Earth. Meanwhile, from our perspective, the chiral properties and selection of biomolecules should be considered in the prebiotic chemical origin of life, which may contribute to further research in this field to some extent.
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Affiliation(s)
- Xiaofan Guo
- Institute of Drug Discovery Technology, Ningbo University, Ningbo 315211, Zhejiang, People's Republic of China
| | - Songsen Fu
- Institute of Drug Discovery Technology, Ningbo University, Ningbo 315211, Zhejiang, People's Republic of China
| | - Jianxi Ying
- Institute of Drug Discovery Technology, Ningbo University, Ningbo 315211, Zhejiang, People's Republic of China
| | - Yufen Zhao
- Institute of Drug Discovery Technology, Ningbo University, Ningbo 315211, Zhejiang, People's Republic of China
- Department of Chemical Biology, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, Fujian, People's Republic of China
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8
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Tekin E, Salditt A, Schwintek P, Wunnava S, Langlais J, Saenz J, Tang D, Schwille P, Mast C, Braun D. Prebiotic Foam Environments to Oligomerize and Accumulate RNA. Chembiochem 2022; 23:e202200423. [PMID: 36354762 PMCID: PMC10100173 DOI: 10.1002/cbic.202200423] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 10/24/2022] [Indexed: 11/12/2022]
Abstract
When water interacts with porous rocks, its wetting and surface tension properties create air bubbles in large number. To probe their relevance as a setting for the emergence of life, we microfluidically created foams that were stabilized with lipids. A persistent non-equilibrium setting was provided by a thermal gradient. The foam's large surface area triggers capillary flows and wet-dry reactions that accumulate, aggregate and oligomerize RNA, offering a compelling habitat for RNA-based early life as it offers both wet and dry conditions in direct neighborhood. Lipids were screened to stabilize the foams. The prebiotically more probable myristic acid stabilized foams over many hours. The capillary flow created by the evaporation at the water-air interface provided an attractive force for molecule localization and selection for molecule size. For example, self-binding oligonucleotide sequences accumulated and formed micrometer-sized aggregates which were shuttled between gas bubbles. The wet-dry cycles at the foam bubble interfaces triggered a non-enzymatic RNA oligomerization from 2',3'-cyclic CMP and GMP which despite the small dry reaction volume was superior to the corresponding dry reaction. The found characteristics make heated foams an interesting, localized setting for early molecular evolution.
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Affiliation(s)
- Emre Tekin
- Systems BiophysicsCenter for Nano-Science and Origins Cluster Initiative Department of PhysicsLudwig-Maximilians-Universität MünchenAmalienstrasse 5480799MünchenGermany
| | - Annalena Salditt
- Systems BiophysicsCenter for Nano-Science and Origins Cluster Initiative Department of PhysicsLudwig-Maximilians-Universität MünchenAmalienstrasse 5480799MünchenGermany
| | - Philipp Schwintek
- Systems BiophysicsCenter for Nano-Science and Origins Cluster Initiative Department of PhysicsLudwig-Maximilians-Universität MünchenAmalienstrasse 5480799MünchenGermany
| | - Sreekar Wunnava
- Systems BiophysicsCenter for Nano-Science and Origins Cluster Initiative Department of PhysicsLudwig-Maximilians-Universität MünchenAmalienstrasse 5480799MünchenGermany
| | - Juliette Langlais
- Systems BiophysicsCenter for Nano-Science and Origins Cluster Initiative Department of PhysicsLudwig-Maximilians-Universität MünchenAmalienstrasse 5480799MünchenGermany
| | - James Saenz
- Center for Molecular BioengineeringTechnische Universität DresdenHelmholtzstrasse 1001069DresdenGermany
| | - Dora Tang
- Dynamic Protocellular SystemsMax-Planck Institute for Molecular Cell Biology and GeneticsPfotenhauerstrasse 10801307DresdenGermany
| | - Petra Schwille
- Cellular and Molecular BiophysicsMax-Planck Institute of BiochemistryAm Klopferspitz 1882152MartinsriedGermany
| | - Christof Mast
- Systems BiophysicsCenter for Nano-Science and Origins Cluster Initiative Department of PhysicsLudwig-Maximilians-Universität MünchenAmalienstrasse 5480799MünchenGermany
| | - Dieter Braun
- Systems BiophysicsCenter for Nano-Science and Origins Cluster Initiative Department of PhysicsLudwig-Maximilians-Universität MünchenAmalienstrasse 5480799MünchenGermany
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9
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Cosgrove SC, Miller GJ. Advances in biocatalytic and chemoenzymatic synthesis of nucleoside analogues. Expert Opin Drug Discov 2022; 17:355-364. [PMID: 35133222 DOI: 10.1080/17460441.2022.2039620] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
INTRODUCTION Nucleoside analogues represent a cornerstone of achievement in drug discovery, rising to prominence particularly in the fields of antiviral and anticancer discovery over the last 60 years. Traditionally accessed using chemical synthesis, a paradigm shift to include the use of biocatalytic synthesis is now apparent. AREAS COVERED Herein, the authors discuss the recent advances using this technology to access nucleoside analogues. Two key aspects are covered, the first surrounding methodology concepts, effectively using enzymes to access diverse nucleoside analogue space and also for producing key building blocks. The second focuses on the use of biocatalytic cascades for de novo syntheses of nucleoside analogue drugs. Finally, recent advances in technologies for effecting enzymatic nucleoside synthesis are considered, chiefly immobilization and flow. EXPERT OPINION Enzymatic synthesis of nucleoside analogues is maturing but has yet to usurp chemical synthesis as a first-hand synthesis technology, with scalability and substrate modification primary issues. Moving forward, tandem approaches that harness expertise across molecular microbiology and chemical synthesis will be vital to unlocking the potential of next generation nucleoside analogue drug discovery.
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Affiliation(s)
- Sebastian C Cosgrove
- Lennard-Jones Laboratory, School of Chemical and Physical Sciences, Keele University, Keele, Staffordshire, UK.,Centre for Glycoscience Research, Keele University, Keele, Staffordshire, UK
| | - Gavin J Miller
- Lennard-Jones Laboratory, School of Chemical and Physical Sciences, Keele University, Keele, Staffordshire, UK.,Centre for Glycoscience Research, Keele University, Keele, Staffordshire, UK
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10
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Jia TZ, Nishikawa S, Fujishima K. Sequencing the Origins of Life. BBA ADVANCES 2022; 2:100049. [PMID: 37082609 PMCID: PMC10074849 DOI: 10.1016/j.bbadva.2022.100049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 02/27/2022] [Accepted: 03/02/2022] [Indexed: 01/10/2023] Open
Abstract
One goal of origins of life research is to understand how primitive informational and catalytic biopolymers emerged and evolved. Recently, a number of sequencing techniques have been applied to analysis of replicating and evolving primitive biopolymer systems, providing a sequence-specific and high-resolution view of primitive chemical processes. Here, we review application of sequencing techniques to analysis of synthetic and primitive nucleic acids and polypeptides. This includes next-generation sequencing of primitive polymerization and evolution processes, followed by discussion of other novel biochemical techniques that could contribute to sequence analysis of primitive biopolymer driven chemical systems. Further application of sequencing to origins of life research, perhaps as a life detection technology, could provide insight into the origin and evolution of informational and catalytic biopolymers on early Earth or elsewhere.
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Affiliation(s)
- Tony Z. Jia
- Earth-Life Science Institute, Tokyo Institute of Technology, 2-12-1-IE-1 Ookayama, Meguro-ku, Tokyo 152-8550, Japan
- Blue Marble Space Institute of Science, 600 1st Ave, Floor 1, Seattle, WA 98104, USA
- Corresponding author
| | - Shota Nishikawa
- Earth-Life Science Institute, Tokyo Institute of Technology, 2-12-1-IE-1 Ookayama, Meguro-ku, Tokyo 152-8550, Japan
- School of Life Science and Technology, Tokyo Institute of Technology, Yokohama, Kanagawa 226-8501, Japan
| | - Kosuke Fujishima
- Earth-Life Science Institute, Tokyo Institute of Technology, 2-12-1-IE-1 Ookayama, Meguro-ku, Tokyo 152-8550, Japan
- Graduate School of Media and Governance, Keio University, 5322 Endo, Fujisawa-shi, Kanagawa 252-0882, Japan
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