Evidence map›Paper›PMID 28507669›Full record

ArticleChemical science2017

Continuous variables logic

S Lilienthal, M Klein, R Orbach, I Willner, F Remacle, R D Levine

Open access · diamondAbstract read
In one paragraph

Article in Chemical science, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
3.0field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 32 citations in OpenAlex.

  1. Plasmonic Nano-bolas Hunt DNA Targets.ACS nanoscience Au · 2026
    Article
  2. A DNA-Based Plasmonic Nano-Ruler.International journal of molecular sciences · 2025
    Article
  3. Article
  4. Construction and Application of DNAzyme-based Nanodevices.Chemical research in Chinese universities · 2023
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 3 institutions in 3 countries.

S LilienthalInstitute of Chemistry , The Hebrew University of Jerusalem , Jerusalem 91904 , Israel . Email: rafi@fh.huji.ac.il.
M KleinInstitute of Chemistry , The Hebrew University of Jerusalem , Jerusalem 91904 , Israel . Email: rafi@fh.huji.ac.il.
R OrbachInstitute of Chemistry , The Hebrew University of Jerusalem , Jerusalem 91904 , Israel . Email: rafi@fh.huji.ac.il.
I WillnerInstitute of Chemistry , The Hebrew University of Jerusalem , Jerusalem 91904 , Israel . Email: rafi@fh.huji.ac.il.
F RemacleInstitute of Chemistry , The Hebrew University of Jerusalem , Jerusalem 91904 , Israel . Email: rafi@fh.huji.ac.il.
R D LevineInstitute of Chemistry , The Hebrew University of Jerusalem , Jerusalem 91904 , Israel . Email: rafi@fh.huji.ac.il.
Jerusalem College of Technology · ILHebrew University of Jerusalem · ILUniversity of California, Los Angeles · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The concentration of molecules can be changed by chemical reactions and thereby offer a continuous readout. Yet computer architecture is cast in textbooks in terms of binary valued, Boolean variables. To enable reactive chemical systems to compute we show how, using the Cox interpretation of probability theory, one can transcribe the equations of chemical kinetics as a sequence of coupled logic gates operating on continuous variables. It is discussed how the distinct chemical identity of a molecule allows us to create a common language for chemical kinetics and Boolean logic. Specifically, the logic AND operation is shown to be equivalent to a bimolecular process. The logic XOR operation represents chemical processes that take place concurrently. The values of the rate constants enter the logic scheme as inputs. By designing a reaction scheme with a feedback we endow the logic gates with a built in memory because their output then depends on the input and also on the present state of the system. Technically such a logic machine is an automaton. We report an experimental realization of three such coupled automata using a DNAzyme multilayer signaling cascade. A simple model verifies analytically that our experimental scheme provides an integrator generating a power series that is third order in time. The model identifies two parameters that govern the kinetics and shows how the initial concentrations of the substrates are the coefficients in the power series.

Identifiers

PMID28507669
PMCPMC5407271
OpenAlexW2559744409

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.