Evidence map›Paper›PMID 30862287›Full record

ArticleProceedings. Biological sciences2019

When one phenotype is not enough: divergent evolutionary trajectories govern venom variation in a widespread rattlesnake species.

Giulia Zancolli, Juan J Calvete, Michael D Cardwell, Harry W Greene, William K Hayes, Matthew J Hegarty, Hans-Werner Herrmann, Andrew T Holycross, Dominic I Lannutti, John F Mulley and 5 more

Open access · bronzeAbstract read
In one paragraph

Article in Proceedings. Biological sciences, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 59 papers.

0numbers the graph read from it
0cells of the map it votes in
59citing papers in PubMed
10.0field-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

59 citing papers in PubMed, 103 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Frontiers in pharmacology · 2026
    Article
  5. Snakebite envenoming in India: it is time we look beyond the concept of the Big Four species.Transactions of the Royal Society of Tropical Medicine and Hygiene · 2025
    Review
  6. Article
  7. 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

15 authors at 10 institutions in 3 countries.

Giulia Zancolli1 Molecular Ecology and Fisheries Genetics Laboratory, School of Natural Sciences, Bangor University , Bangor LL57 2UW , UK.
Juan J Calvete2 Evolutionary and Translational Venomics Laboratory, CSIC , Jaume Roig 11, Valencia 46010 , Spain.
Michael D Cardwell3 Department of Biology, San Diego State University , San Diego, CA 92182 , USA.
Harry W Greene4 Department of Ecology and Evolutionary Biology, Cornell University , Corson Hall, Ithaca, NY 14853 , USA.
William K Hayes5 Department of Earth and Biological Sciences, School of Medicine, Loma Linda University , Loma Linda, CA 92350 , USA.
Matthew J Hegarty6 Institute of Biological, Environmental and Rural Sciences, Aberystwyth University , Aberystwyth SY23 3EE , UK.
Hans-Werner Herrmann7 Wildlife Conservation and Management, School of Natural Resources and the Environment, University of Arizona , 1064 East Lowell Street (ENR2), Tucson, AZ 85721 , USA.
Andrew T Holycross8 Natural History Collections, Arizona State University , 734 W. Alameda Drive, Tempe, AZ 85282 , USA.
Dominic I Lannutti9 Department of Biological Sciences, University of Texas at El Paso , 500 W. University, El Paso, TX 79968 , USA.
John F Mulley1 Molecular Ecology and Fisheries Genetics Laboratory, School of Natural Sciences, Bangor University , Bangor LL57 2UW , UK.
Libia Sanz2 Evolutionary and Translational Venomics Laboratory, CSIC , Jaume Roig 11, Valencia 46010 , Spain.
Zachary D Travis5 Department of Earth and Biological Sciences, School of Medicine, Loma Linda University , Loma Linda, CA 92350 , USA.
Joshua R Whorley10 Seattle Central College, Science, Technology, Engineering & Mathematics Division , 1701 Broadway Ave. E., Seattle, WA 98122 , USA.
Catharine E Wüster1 Molecular Ecology and Fisheries Genetics Laboratory, School of Natural Sciences, Bangor University , Bangor LL57 2UW , UK.
Wolfgang Wüster1 Molecular Ecology and Fisheries Genetics Laboratory, School of Natural Sciences, Bangor University , Bangor LL57 2UW , UK.
Bangor University · GBConsejo Superior de Investigaciones Científicas · ESLoma Linda University · USAberystwyth University · GBArizona State University · USCornell University · USSan Diego State University · USSeattle Central College · USThe University of Texas at El Paso · USUniversity of Arizona · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the origin and maintenance of phenotypic variation, particularly across a continuous spatial distribution, represents a key challenge in evolutionary biology. For this, animal venoms represent ideal study systems: they are complex, variable, yet easily quantifiable molecular phenotypes with a clear function. Rattlesnakes display tremendous variation in their venom composition, mostly through strongly dichotomous venom strategies, which may even coexist within a single species. Here, through dense, widespread population-level sampling of the Mojave rattlesnake, Crotalus scutulatus, we show that genomic structural variation at multiple loci underlies extreme geographical variation in venom composition, which is maintained despite extensive gene flow. Unexpectedly, neither diet composition nor neutral population structure explain venom variation. Instead, venom divergence is strongly correlated with environmental conditions. Individual toxin genes correlate with distinct environmental factors, suggesting that different selective pressures can act on individual loci independently of their co-expression patterns or genomic proximity. Our results challenge common assumptions about diet composition as the key selective driver of snake venom evolution and emphasize how the interplay between genomic architecture and local-scale spatial heterogeneity in selective pressures may facilitate the retention of adaptive functional polymorphisms across a continuous space.

Indexed as

Biological EvolutionGenotypePhenotypeAnimalsArizonaCaliforniaCrotalid VenomsCrotalusDietEnvironmentGene-Environment InteractionPopulation DynamicsCrotalid Venomsadaptive traitdietphenotypic variationpopulation structurestructural polymorphismvenom

Identifiers

PMID30862287
PMCPMC6458317
OpenAlexW2891983706

What OpenQuestion holds

Textmetadata
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.