Evidence map›Paper›PMID 29973397›Full record

ReviewOpen biology2018

On the networked architecture of genotype spaces and its critical effects on molecular evolution.

Jacobo Aguirre, Pablo Catalán, José A Cuesta, Susanna Manrubia

Abstract readReview
In one paragraph

Review in Open biology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
–field-weighted citation impact
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

21 citing papers in PubMed.

  1. Constrained Diffusion as a Paradigm for Evolution.bioRxiv : the preprint server for biology · 2026
    Article
  2. A complex network perspective on brain disease.Biological reviews of the Cambridge Philosophical Society · 2026
    Review
  3. Article
  4. Review
  5. Physics of diffusion in viral genome evolution.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  6. Article
  7. Article
  8. Article
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  10. Article
  11. Life finds a way.Nature ecology & evolution · 2022
    Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
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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

4 authors.

Jacobo AguirreGrupo Interdisciplinar de Sistemas Complejos (GISC), Madrid, Spain.ORCID 0000-0003-2196-5103
Pablo CatalánGrupo Interdisciplinar de Sistemas Complejos (GISC), Madrid, Spain.ORCID 0000-0003-2826-4684
José A CuestaGrupo Interdisciplinar de Sistemas Complejos (GISC), Madrid, Spain.
Susanna ManrubiaGrupo Interdisciplinar de Sistemas Complejos (GISC), Madrid, Spain smanrubia@cnb.csic.es.ORCID 0000-0003-0134-2785

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evolutionary dynamics is often viewed as a subtle process of change accumulation that causes a divergence among organisms and their genomes. However, this interpretation is an inheritance of a gradualistic view that has been challenged at the macroevolutionary, ecological and molecular level. Actually, when the complex architecture of genotype spaces is taken into account, the evolutionary dynamics of molecular populations becomes intrinsically non-uniform, sharing deep qualitative and quantitative similarities with slowly driven physical systems: nonlinear responses analogous to critical transitions, sudden state changes or hysteresis, among others. Furthermore, the phenotypic plasticity inherent to genotypes transforms classical fitness landscapes into multiscapes where adaptation in response to an environmental change may be very fast. The quantitative nature of adaptive molecular processes is deeply dependent on a network-of-networks multilayered structure of the map from genotype to function that we begin to unveil.

Indexed as

Evolution, MolecularGenotypeGenetic FitnessModels, Theoreticaladaptive multiscapesgenotype–phenotype mapmolecular promiscuitynetwork-of-networksphenotypic plasticitypunctuated dynamics

Identifiers

PMID29973397
PMCPMC6070719

What OpenQuestion holds

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LicenceCC BY
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.