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DNA Strand-Displacement Temporal Logic Circuits
[Image: see text] Molecular circuits capable of processing temporal information are essential for complex decision making in response to both the presence and history of a molecular environment. A particular type of temporal information that has been recognized to be important is the relative timing...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Chemical Society
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284558/ https://www.ncbi.nlm.nih.gov/pubmed/35785961 http://dx.doi.org/10.1021/jacs.2c04325 |
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author | Lapteva, Anna P. Sarraf, Namita Qian, Lulu |
author_facet | Lapteva, Anna P. Sarraf, Namita Qian, Lulu |
author_sort | Lapteva, Anna P. |
collection | PubMed |
description | [Image: see text] Molecular circuits capable of processing temporal information are essential for complex decision making in response to both the presence and history of a molecular environment. A particular type of temporal information that has been recognized to be important is the relative timing of signals. Here we demonstrate the strategy of temporal memory combined with logic computation in DNA strand-displacement circuits capable of making decisions based on specific combinations of inputs as well as their relative timing. The circuit encodes the timing information on inputs in a set of memory strands, which allows for the construction of logic gates that act on current and historical signals. We show that mismatches can be employed to reduce the complexity of circuit design and that shortening specific toeholds can be useful for improving the robustness of circuit behavior. We also show that a detailed model can provide critical insights for guiding certain aspects of experimental investigations that an abstract model cannot. We envision that the design principles explored in this study can be generalized to more complex temporal logic circuits and incorporated into other types of circuit architectures, including DNA-based neural networks, enabling the implementation of timing-dependent learning rules and opening up new opportunities for embedding intelligent behaviors into artificial molecular machines. |
format | Online Article Text |
id | pubmed-9284558 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | American Chemical Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-92845582022-07-16 DNA Strand-Displacement Temporal Logic Circuits Lapteva, Anna P. Sarraf, Namita Qian, Lulu J Am Chem Soc [Image: see text] Molecular circuits capable of processing temporal information are essential for complex decision making in response to both the presence and history of a molecular environment. A particular type of temporal information that has been recognized to be important is the relative timing of signals. Here we demonstrate the strategy of temporal memory combined with logic computation in DNA strand-displacement circuits capable of making decisions based on specific combinations of inputs as well as their relative timing. The circuit encodes the timing information on inputs in a set of memory strands, which allows for the construction of logic gates that act on current and historical signals. We show that mismatches can be employed to reduce the complexity of circuit design and that shortening specific toeholds can be useful for improving the robustness of circuit behavior. We also show that a detailed model can provide critical insights for guiding certain aspects of experimental investigations that an abstract model cannot. We envision that the design principles explored in this study can be generalized to more complex temporal logic circuits and incorporated into other types of circuit architectures, including DNA-based neural networks, enabling the implementation of timing-dependent learning rules and opening up new opportunities for embedding intelligent behaviors into artificial molecular machines. American Chemical Society 2022-07-02 2022-07-13 /pmc/articles/PMC9284558/ /pubmed/35785961 http://dx.doi.org/10.1021/jacs.2c04325 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Lapteva, Anna P. Sarraf, Namita Qian, Lulu DNA Strand-Displacement Temporal Logic Circuits |
title | DNA
Strand-Displacement Temporal Logic Circuits |
title_full | DNA
Strand-Displacement Temporal Logic Circuits |
title_fullStr | DNA
Strand-Displacement Temporal Logic Circuits |
title_full_unstemmed | DNA
Strand-Displacement Temporal Logic Circuits |
title_short | DNA
Strand-Displacement Temporal Logic Circuits |
title_sort | dna
strand-displacement temporal logic circuits |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284558/ https://www.ncbi.nlm.nih.gov/pubmed/35785961 http://dx.doi.org/10.1021/jacs.2c04325 |
work_keys_str_mv | AT laptevaannap dnastranddisplacementtemporallogiccircuits AT sarrafnamita dnastranddisplacementtemporallogiccircuits AT qianlulu dnastranddisplacementtemporallogiccircuits |