ArticleFrontiers in microbiology2014
Macromolecular networks and intelligence in microorganisms.
Article in Frontiers in microbiology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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.
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.
Who cites it
17 citing papers in PubMed.
- Hallmarks of disease: how tuned hierarchies of intelligent molecular neural networks (MNNs) may matter.Endocrine-related cancer · 2026Review
- Plant intelligence dux: a comprehensive rebuttal of Kingsland and Taiz.Protoplasma · 2025Article
- A minimal model of cognition based on oscillatory and current-based reinforcement processes.Journal of the Royal Society, Interface · 2025Article
- Foraging strategies of fungal mycelial networks: responses to quantity and distance of new resources.Frontiers in cell and developmental biology · 2023Article
- Competency in Navigating Arbitrary Spaces as an Invariant for Analyzing Cognition in Diverse Embodiments.Entropy (Basel, Switzerland) · 2022Article
- Gut Microbiota and Neuroplasticity.Cells · 2021Review
- From Bench to Keyboard and Back Again: A Brief History of Lambda Phage Modeling.Annual review of biophysics · 2021Review
- Awareness and integrated information theory identify plant meristems as sites of conscious activity.Protoplasma · 2021Article
- Adaptive behaviour and learning in slime moulds: the role of oscillations.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2021Article
- Biological Prescience: The Role of Anticipation in Organismal Processes.Frontiers in physiology · 2021Review
- Self-Cognizant Bionic Liquid Sensor for Pathogen Diagnosis.Cyborg and bionic systems (Washington, D.C.) · 2021Article
- Plants are intelligent, here's how.Annals of botany · 2020Article
- The Less Expensive Choice: Bacterial Strategies to Achieve Successful and Sustainable Reciprocal Interactions.Frontiers in microbiology · 2020Review
- Evolutionary convergence and biologically embodied cognition.Interface focus · 2017Review
- Phylogenetic origins of biological cognition: convergent patterns in the early evolution of learning.Interface focus · 2017Review
- Understanding spatial and temporal patterning of astrocyte calcium transients via interactions between network transport and extracellular diffusion.Physical biology · 2017Article
- Learning Without Neurons: A Review of Associative Memory in Protists.The Journal of eukaryotic microbiologyReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Living organisms persist by virtue of complex interactions among many components organized into dynamic, environment-responsive networks that span multiple scales and dimensions. Biological networks constitute a type of information and communication technology (ICT): they receive information from the outside and inside of cells, integrate and interpret this information, and then activate a response. Biological networks enable molecules within cells, and even cells themselves, to communicate with each other and their environment. We have become accustomed to associating brain activity - particularly activity of the human brain - with a phenomenon we call "intelligence." Yet, four billion years of evolution could have selected networks with topologies and dynamics that confer traits analogous to this intelligence, even though they were outside the intercellular networks of the brain. Here, we explore how macromolecular networks in microbes confer intelligent characteristics, such as memory, anticipation, adaptation and reflection and we review current understanding of how network organization reflects the type of intelligence required for the environments in which they were selected. We propose that, if we were to leave terms such as "human" and "brain" out of the defining features of "intelligence," all forms of life - from microbes to humans - exhibit some or all characteristics consistent with "intelligence." We then review advances in genome-wide data production and analysis, especially in microbes, that provide a lens into microbial intelligence and propose how the insights derived from quantitatively characterizing biomolecular networks may enable synthetic biologists to create intelligent molecular networks for biotechnology, possibly generating new forms of intelligence, first in silico and then in vivo.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.