Evidence map›Paper›PMID 28320440›Full record

ArticleActa veterinaria Scandinavica2017

Ecological niche modeling of rabies in the changing Arctic of Alaska.

Falk Huettmann, Emily Elizabeth Magnuson, Karsten Hueffer

Open access · goldAbstract read
In one paragraph

Article in Acta veterinaria Scandinavica, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
1.4field-weighted citation impact, top 22% 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

13 citing papers in PubMed, 1 synthesis or guideline pooled it, 26 citations in OpenAlex.

  1. The impact of climate change on neglected tropical diseases: a systematic review.Transactions of the Royal Society of Tropical Medicine and Hygiene · 2021
    Pooled it
  2. Modeling of Human Rabies Cases in Brazil in Different Future Global Warming Scenarios.International journal of environmental research and public health · 2024
    Article
  3. Digital health for climate change mitigation and response: a scoping review.Journal of the American Medical Informatics Association : JAMIA · 2022
    Article
  4. Article
  5. Review
  6. Article
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  8. Article
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  11. Review
  12. Rabies in Alaska, from the past to an uncertain future.International journal of circumpolar health · 2018
    Review
  13. Review
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

3 authors at 1 institution in 1 country.

Falk HuettmannEWHALE Lab, Institute of Arctic Biology, Department of Wildlife Biology, University of Alaska Fairbanks, 902 N. Koyukuk Dr., P.O. Box 757000, Fairbanks, AK, 99775, USA.
Emily Elizabeth MagnusonDepartment of Biology and Wildlife, University of Alaska Fairbanks, 982 N. Koyukuk Dr., PO Box 756100, Fairbanks, AK, 99775, USA.
Karsten HuefferDepartment of Veterinary Medicine, University of Alaska Fairbanks, 901 Koyukuk Drive, PO Box 757750, Fairbanks, AK, 99775, USA. khueffer@alaska.edu.
University of Alaska Fairbanks · US

Funding

Biomedical Learning and Student Training (BLaST) ProgramUL1GM118991 · NIGMS · UNIVERSITY OF ALASKA FAIRBANKS · PI HUEFFER, KARSTEN · 2015 to 2023
$19.0M
Biomedical Learning and Student Training (BLaST) ProgramRL5GM118990 · NIGMS · UNIVERSITY OF ALASKA FAIRBANKS · PI HUEFFER, KARSTEN, REYNOLDS, ARLEIGH JAMES · 2015 to 2023
$10.5M
Biomedical Learning and Student Training (BLaST) ProgramTL4GM118992 · NIGMS · UNIVERSITY OF ALASKA FAIRBANKS · PI HUEFFER, KARSTEN, REYNOLDS, ARLEIGH JAMES · 2015 to 2023
$7.1M
NIGMS NIH HHS RL5 GM118990NIGMS NIH HHS TL4 GM118992NIGMS NIH HHS UL1 GM118991
6 · The paper itself

Abstract

backgroundRabies is a disease of global significance including in the circumpolar Arctic. In Alaska enzootic rabies persist in northern and western coastal areas. Only sporadic cases have occurred in areas outside of the regions considered enzootic for the virus, such as the interior of the state and urbanized regions.

resultsHere we examine the distribution of diagnosed rabies cases in Alaska, explicit in space and time. We use a geographic information system (GIS), 20 environmental data layers and provide a quantitative non-parsimonious estimate of the predicted ecological niche, based on data mining, machine learning and open access data. We identify ecological correlates and possible drivers that determine the ecological niche of rabies virus in Alaska. More specifically, our models show that rabies cases are closely associated with human infrastructure, and reveal an ecological niche in remote northern wilderness areas. Furthermore a model utilizing climate modeling suggests a reduction of the current ecological niche for detection of rabies virus in Alaska, a state that is disproportionately affected by a changing climate.

conclusionsOur results may help to better inform public health decisions in the future and guide further studies on individual drivers of rabies distribution in the Arctic.

Indexed as

Climate ChangeAlaskaAlgorithmsAnimalsArctic RegionsEnvironmentGeographic Information SystemsHumansMachine LearningModels, TheoreticalRabiesRabies virusAlaskaData miningEcologic nichePredictionsRabies

Identifiers

PMID28320440
PMCPMC5359834
OpenAlexW2602803495

What OpenQuestion holds

Textmetadata
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.