Evidence map›Paper›PMID 40259975›Full record

ArticleIntegrative organismal biology (Oxford, England)2025

The Diffusion Diaries: Diffusible Iodine-Based Contrast-Enhanced Computed Tomography for Vertebrate Natural History Specimens.

J A Gray, E L Stanley, C M Sheehy, Z S Randall, G J Watkins-Colwell, D C Blackburn

Abstract read
In one paragraph

Article in Integrative organismal biology (Oxford, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

6 authors.

J A GrayThe University of Texas at Austin, Department of Earth and Planetary Sciences, 2275 Speedway Stop C9000, Austin, TX 78712-1722, USA.ORCID https://orcid.org/0000-0002-4758-8572
E L StanleyFlorida Museum of Natural History, University of Florida, 1659 Musuem Road, Gainesville, FL 32606, USA.ORCID https://orcid.org/0000-0001-5257-037X
C M SheehyFlorida Museum of Natural History, University of Florida, 1659 Musuem Road, Gainesville, FL 32606, USA.ORCID https://orcid.org/0000-0002-9534-9197
Z S RandallFlorida Museum of Natural History, University of Florida, 1659 Musuem Road, Gainesville, FL 32606, USA.ORCID https://orcid.org/0000-0001-8973-3304
G J Watkins-ColwellYale Peabody Museum, Division of Vertebrate Zoology, 170-210 Whitney Avenue, New Haven, CT 06511,  USA.ORCID https://orcid.org/0000-0002-7789-9806
D C BlackburnFlorida Museum of Natural History, University of Florida, 1659 Musuem Road, Gainesville, FL 32606, USA.ORCID https://orcid.org/0000-0002-1810-9886

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diffusible iodine-based contrast-enhanced CT (diceCT) is commonly used to create three-dimensional (3D) representations of the soft tissue anatomy of preserved vertebrate specimens. While widely applied, there is currently no documentation of protocols that can be adapted to a morphological and taxonomically broad range of vertebrates. We present the most taxonomically and morphologically broad sampling of diceCT vertebrates, imaged for the openVertebrate Thematic Collections Network. Within this study, we document our methods, outcomes, and observations throughout the preparation, staining, scanning, and data processing steps. Larger specimens take a longer time to stain, but the final staining time depends on the taxon, whether there is dermal and/or bony armor present, and whether any internal structures (e.g., eggs, embryos, large fat deposits) require large amounts of iodine to become fully saturated. We established a scoring system for diceCT-imaged soft tissues that reflects the usefulness of the data. We also provide examples of datasets that demonstrate severe soft tissue damage, incomplete preservation, permanent specimen alteration, and understaining. Finally, we have made all the diceCT datasets produced here freely available to download via the data repository MorphoSource, and hope that our work can serve as a resource for scientists and the public to explore and study vertebrate anatomy.

Identifiers

PMID40259975
PMCPMC12010875

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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.