Evidence map›Paper›PMID 41870062›Full record

ArticleApplied and environmental microbiology2026

Cave microbial communities are structured by environmental matrix and depth and can be characterized with field-portable assays.

Eric A Weingarten, Brianna M Fernando, Madelaine R Freitas, Karl J Indest

Abstract read
In one paragraph

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Eric A WeingartenEnvironmental Laboratory, U.S. Army Engineer Research and Development Center, Vicksburg, Mississippi, USA.ORCID 0009-0007-5751-9515
Brianna M FernandoCold Regions Research and Engineering Laboratory, U.S. Army Engineer Research and Development Center, Hanover, New Hampshire, USA.
Madelaine R FreitasEnvironmental Laboratory, U.S. Army Engineer Research and Development Center, Vicksburg, Mississippi, USA.
Karl J IndestEnvironmental Laboratory, U.S. Army Engineer Research and Development Center, Vicksburg, Mississippi, USA.ORCID 0000-0002-6912-666X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Terrestrial caves are unique ecosystems characterized by environmental stability, nutrient limitation, and absence of light, yet they host diverse microbial communities with ecological and public health relevance. Microbiome studies of caves have typically been limited in scope, sampling only select environments or cave depths. We conducted a broad survey of microbial diversity in three natural limestone caves and two abandoned mines spanning continental, subtropical, and arid climates in the United States. Using amplicon sequencing of 382 samples composed of soil, rock, water, air, and bat and rodent feces, microbiome composition was found to be primarily structured by cave location, followed by environmental matrix (soil, water, air, etc.), and transect distance from the cave entrance. Significant heterogeneity was observed both between and within caves, underscoring the need for spatially explicit and multi-matrix sampling to capture representative community profiles. Portable DNA extraction and quantitative PCR (qPCR) technologies for onsite detection of microbial pathogens were further validated, demonstrating comparable results to laboratory-based workflows and reducing sample-to-result turnaround time from several days to less than 2 h. Pathogen panels detected zoonotic and waterborne agents of human health concern, including IMPORTANCE: Caves and mines represent extreme and isolated environments that harbor unique microbial communities, yet they remain among the least studied environments on Earth. Understanding how these communities are structured across different habitats and locations is essential for both ecological research and public health monitoring. In this study, we surveyed microbiomes across multiple caves and environmental materials to reveal how location, substrate type, and depth shape microbial diversity. We also demonstrated that portable DNA extraction and analysis tools can be used in the field to rapidly detect microorganisms, including potential pathogens, without the need for laboratory infrastructure. These results provide new insight into how microbial life is distributed in subterranean ecosystems and establish practical methods for monitoring microbial diversity and detecting pathogens in remote environments.

Indexed as

BacteriaCavesMicrobiotaAnimalsRNA, Ribosomal, 16SSoil MicrobiologyRNA, Ribosomal, 16S16S rRNA gene sequencingcave microbiomeenvironmental DNA (eDNA)microbial community structureportable DNA extractionsubterranean ecosystemszoonotic pathogens

Identifiers

PMID41870062
PMCPMC13101471

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.