Evidence map›Paper›PMID 29563246›Full record

ArticleJournal of the Royal Society, Interface2018

Clonal interference can cause wavelet-like oscillations of multilocus linkage disequilibrium.

Victor Garcia, Emily C Glassberg, Arbel Harpak, Marcus W Feldman

Abstract read
In one paragraph

Article in Journal of the Royal Society, Interface, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. 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.

Victor GarciaDepartment of Biology, Stanford University, 371 Serra Mall, Stanford, CA 94305, USA victor.garcia_palencia@alumni.ethz.ch.ORCID 0000-0001-6667-7098
Emily C GlassbergDepartment of Biology, Stanford University, 371 Serra Mall, Stanford, CA 94305, USA.
Arbel HarpakDepartment of Biology, Stanford University, 371 Serra Mall, Stanford, CA 94305, USA.
Marcus W FeldmanDepartment of Biology, Stanford University, 371 Serra Mall, Stanford, CA 94305, USA.ORCID 0000-0002-0664-3803

Funding

INSTITUTIONAL TRAINING GRANT IN GENOME SCIENCET32HG000044 · NHGRI · STANFORD UNIVERSITY · PI MICHAEL P. SNYDER · 1995 to 2026
$32.2M
NHGRI NIH HHS T32 HG000044
6 · The paper itself

Abstract

Within-host adaptation of pathogens such as human immunodeficiency virus (HIV) often occurs at more than two loci. Multiple beneficial mutations may arise simultaneously on different genetic backgrounds and interfere, affecting each other's fixation trajectories. Here, we explore how these evolutionary dynamics are mirrored in multilocus linkage disequilibrium (MLD), a measure of multi-way associations between alleles. In the parameter regime corresponding to HIV, we show that deterministic early infection models induce MLD to oscillate over time in a wavelet-like fashion. We find that the frequency of these oscillations is proportional to the rate of adaptation. This signature is robust to drift, but can be eroded by high variation in fitness effects of beneficial mutations. Our findings suggest that MLD oscillations could be used as a signature of interference among multiple equally advantageous mutations and may aid the interpretation of MLD in data.

Indexed as

Evolution, MolecularLinkage DisequilibriumModels, GeneticMutationSelection, GeneticAdaptation, PhysiologicalAllelesHIV-1Humansgenetic interferencehuman immunodeficiency virusmultilocus linkage disequilibrium

Identifiers

PMID29563246
PMCPMC5908532

What OpenQuestion holds

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Registered trials

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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.