Evidence map›Paper›PMID 42307646›Full record

ArticleDysphagia2026

Development and Validation of Quantitative Greyscale Analyses for the Detection of Aspiration-related Lung Pathophysiology in an Infant Pig Model.

Nicole Schapker, Sarah Sheldon, Chloe Edmonds, Ana Kasumova, Kristen Crish, Francois Gould, Rebecca German

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Article in Dysphagia, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

7 authors.

Nicole SchapkerNortheast Ohio Medical University, 4209 St Rt 44, PO Box 95, Rootstown, OH, 44272, USA. nschapker@neomed.edu.ORCID http://orcid.org/0000-0001-9138-5433
Sarah SheldonNortheast Ohio Medical University, 4209 St Rt 44, PO Box 95, Rootstown, OH, 44272, USA.
Chloe EdmondsNortheast Ohio Medical University, 4209 St Rt 44, PO Box 95, Rootstown, OH, 44272, USA.
Ana KasumovaNortheast Ohio Medical University, 4209 St Rt 44, PO Box 95, Rootstown, OH, 44272, USA.
Kristen CrishUniversity of Akron, 302 E. Buchtel Ave, Akron, OH, 44325, USA.
Francois GouldRowan University, 201 Mullica Hill Rd, Glassboro, NJ, 08028, USA.
Rebecca GermanNortheast Ohio Medical University, 4209 St Rt 44, PO Box 95, Rootstown, OH, 44272, USA.

Funding

Eunice Kennedy Shriver National Institute of Child Health and Human Development R01HD096881
6 · The paper itself

Abstract

Existing scales for the detection of penetration and aspiration of material into the airway do not reliably predict pulmonary outcomes like pneumonia. We present here the development and validation of methods to track the short-term and long-term effects of aspiration on the appearance of the lungs in an infant pig model. Six pigs that varied in frequency and severity of aspiration were recorded as they fed on barium milk over two weeks (from 1 to 9 months human equivalent), capturing the entire airway in high-speed videofluoroscopic recordings (125 fps). Dorsoventral views of the lungs were used to collect minimum and mean greyscale measurements in relation to two phenomena: (1) liquid infiltration in the lungs during a feed and (2) liquid accumulation in the lungs due to repeated aspiration and development of inflammation over several days. Measurements were reliable within and across four raters (intra- and inter-rater ICC ≥ 0.67). We measured the darkening of the lungs due to the infiltration of liquid (paired t-test, p ≤ 0.016) and the accumulation of liquid over five days (p ≤ 0.001). Lastly, we compared the lung greyscale of all six pigs to their swallow safety scores (Infant Mammalian Penetration Aspiration Scale). Worsened lung greyscale was weakly correlated with high frequency of aspiration (Pearson's correlation coefficient - 0.16 to -0.21), indicating other factors play a role in the development of negative health outcomes following aspiration. Using these techniques, future longitudinal studies in the infant pig model may shed light on the links between airway protection and lung health.

Indexed as

Animal modelAspirationDeglutitionDeglutition disordersDysphagiaGreyscaleImage analysis

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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.