Evidence map›Paper›PMID 35145034›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2022

Mutation bias shapes the spectrum of adaptive substitutions.

Alejandro V Cano, Hana Rozhoňová, Arlin Stoltzfus, David M McCandlish, Joshua L Payne

Open access · bronzeAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.

0numbers the graph read from it
0cells of the map it votes in
35citing papers in PubMed
11.4field-weighted citation impact, top 1% 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

35 citing papers in PubMed, 63 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Extended sequence context shapes mutational bias inProceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  5. Article
  6. Module-Selection Balance in the Evolution of Modular Organisms.bioRxiv : the preprint server for biology · 2026
    Article
  7. Article
  8. Review
  9. Article
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  16. 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

5 authors at 3 institutions in 2 countries.

Alejandro V CanoInstitute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland.ORCID 0000-0003-4728-8489
Hana RozhoňováInstitute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland.ORCID 0000-0001-6327-1017
Arlin StoltzfusData Science Group, Office of Data and Informatics, Material Measurement Laboratory, National Institute of Standards and Technology, Rockville, MD 20899.ORCID 0000-0002-0963-1357
David M McCandlishSimons Center for Quantitative Biology, Cold Spring Harbor Laboratory, Cold Spring Harbor, NY 11724 mccandlish@cshl.edu joshua.payne@env.ethz.ch.
Joshua L PayneInstitute of Integrative Biology, ETH Zurich, 8092 Zurich, Switzerland; mccandlish@cshl.edu joshua.payne@env.ethz.ch.
SIB Swiss Institute of Bioinformatics · CHCold Spring Harbor Laboratory · USNational Institute of Standards and Technology · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evolutionary adaptation often occurs by the fixation of beneficial mutations. This mode of adaptation can be characterized quantitatively by a spectrum of adaptive substitutions, i.e., a distribution for types of changes fixed in adaptation. Recent work establishes that the changes involved in adaptation reflect common types of mutations, raising the question of how strongly the mutation spectrum shapes the spectrum of adaptive substitutions. We address this question with a codon-based model for the spectrum of adaptive amino acid substitutions, applied to three large datasets covering thousands of amino acid changes identified in natural and experimental adaptation in

Indexed as

Adaptation, PhysiologicalBacterial ProteinsEscherichia coliFungal ProteinsGene Expression Regulation, BacterialGene Expression Regulation, FungalMutationMycobacterium tuberculosisSaccharomyces cerevisiaeSpecies SpecificityBacterial ProteinsFungal Proteinsadaptationmolecular evolutionmutation biaspopulation geneticsproteins

Identifiers

PMID35145034
PMCPMC8851560
OpenAlexW4220660251

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.