ReviewToxins2022
Toxic Habits: An Analysis of General Trends and Biases in Snake Venom Research.
Review in Toxins, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled 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.
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
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pooled it
- Venom Variation as a Window into the Ecology and Evolution of Snakes.Integrative and comparative biology · 2026Review
- Snakes of Ko Pha-ngan in the Surat Thani Province, Thailand.Biodiversity data journal · 2026Article
- Exploring gaps, biases, and research priorities in the evidence for reptile conservation actions.Conservation biology : the journal of the Society for Conservation Biology · 2025Article
- The biology and toxinology of blunt-nosed vipers.npj biodiversity · 2025Review
- A Vision for VenomsBase: An Integrated Knowledgebase for the Study of Venoms and Their Applications.Integrative organismal biology (Oxford, England) · 2025Article
- Article
- Venomics and Peptidomics of Palearctic Vipers: A Clade-Wide Analysis of Seven Taxa of the GeneraJournal of proteome research · 2024Article
- A Guide to the Clinical Management ofToxins · 2024Review
- Article
- Knowledge and perceptions of snakes, snakebites and their management among health care workers in Sudan.PloS one · 2024Article
- Article
- Venomous Bites, Stings and Poisoning by European Vertebrates as an Overlooked and Emerging Medical Problem: Recognition, Clinical Aspects and Therapeutic Management.Life (Basel, Switzerland) · 2023Review
- Venomics of the milos viper (Frontiers in molecular biosciences · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Biases in snake venom research have been partially identified but seldomly quantified. Using the Google Scholar web search engine, we collected a total of 267 articles published between 1964 and 2021, and reviewed them to assess the main trends in this field of study. We developed a 4-category classification of the harmful potential of each of the 298 snake species retrieved from the analysed publications, and tested whether taxonomy, realm of origin, and/or assigned hazard category could affect how often each of them appeared in the articles considered. Overall, viperids were significantly more represented than any other snake taxon retrieved. The Neotropics were the most represented biogeographic realm for number of studied species, whereas information about the country of origin of the analysed specimens was often incomplete. The vast majority of the publications focused on snake venom characterisation, whereas more ecology-related topics were rarely considered. Hazard category and biogeographic realm of origin of each species had a significant effect on the number of articles dedicated to it, suggesting that a snake's harmful potential and place of origin influence its popularity in venom studies. Our analysis showed an overall positive trend in the number of snake venom studies published yearly, but also underlined severe neglect of snake families of supposedly minor medical relevance (e.g., Atractaspididae), underrepresentation of some of the areas most impacted by snakebite (i.e., Indomalayan and Afrotropic realms), and limited interest in the ecological and functional context of snake venom.
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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.