Evidence map›Paper›PMID 42379812›Full record

ArticleMicrobiology spectrum2026

The Deep Darkness microbiome: functional and taxonomic diversity in an oligotrophic temperate cave.

Philips O Akinwole, Nina G Shaffer, Emma E C Jacobs, Zoe Green, Thi Doan, Crimson Hickman, Kaija M Carr, Kenneth L Brown

Abstract read
In one paragraph

Article in Microbiology spectrum, 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

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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

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3 · Its place in the literature

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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

8 authors.

Philips O AkinwoleBiology Department, DePauw University, Greencastle, Indiana, USA.ORCID 0000-0002-4025-9338
Nina G ShafferBiology Department, DePauw University, Greencastle, Indiana, USA.
Emma E C JacobsBiology Department, DePauw University, Greencastle, Indiana, USA.
Zoe GreenBiology Department, DePauw University, Greencastle, Indiana, USA.
Thi DoanBiology Department, DePauw University, Greencastle, Indiana, USA.
Crimson HickmanBiology Department, DePauw University, Greencastle, Indiana, USA.
Kaija M CarrBiology Department, DePauw University, Greencastle, Indiana, USA.
Kenneth L BrownDepartment of Geology and Environmental Geosciences, DePauw University, Greencastle, Indiana, USA.

Funding

DePauw Fisher FellowshipDePauw University Professional Development Fund Grant
6 · The paper itself

Abstract

Many subterranean ecosystems are chronically energy limited, yet the mechanisms governing microbial community assembly and metabolic function under extreme carbon scarcity remain poorly resolved. We combined 16S rRNA gene sequencing with community-level physiological profiling (CLPP) to examine how physicochemical gradients regulate microbial diversity and carbon-use strategies across a surface-subsurface transition into the Deep Darkness zone of Indiana Caverns. Progressive isolation from surface inputs resulted in sharp declines in microbial biomass, total organic carbon, and nitrogen, accompanied by increased water content and C:N ratios, indicating strong attenuation of allochthonous organic matter and intensified resource filtering. Microbial communities spanned 42 bacterial phyla, but exhibited compositional shifts consistent with selection for carbon-efficient and non-heterotrophic metabolisms. Cave sediments were dominated by Proteobacteria (47.6%), Acidobacteria (13.6%), Chloroflexi (9.1%), and Nitrospirae (8.3%). In contrast, Actinobacteria, typically abundant in oligotrophic caves, were exceptionally rare (1.2%), suggesting that extreme depletion of refractory organic substrates constrains decomposer-based energy acquisition and favors taxa adapted to chemolithotrophy or resource-conserving strategies. Despite severe carbon limitation, cave communities retained high phylogenetic richness, but were strongly structured by sediment chemistry and moisture availability, indicating niche differentiation driven by environmental filtering rather than passive dispersal. Only 19.8% of operational taxonomic units (OTUs) were shared across all sites, consistent with a small, persistent core microbiome. CLPP analyses further revealed functional reorganization: surface reference soil preferentially oxidized labile substrates, whereas cave communities relied more heavily on recalcitrant and polymeric carbon sources. Together, these results demonstrate that extreme oligotrophy restructures cave microbiomes around resource-efficient metabolic guilds shaped by hydrological and geochemical constraints. IMPORTANCE: Caves provide natural laboratories for understanding how microbial communities persist under extreme energy limitation. Yet, the mechanisms linking subterranean physicochemistry with microbial functional capacity remain largely unresolved. By integrating culture-independent sequencing with metabolic profiling across spatial and hydrological gradients, this study shows how carbon scarcity, sediment stoichiometry, and microhabitat structure filter microbial taxa and select for specialized metabolic guilds. The work highlights that subterranean environments can harbor high microbial diversity despite chronic oligotrophy, and that functional potential shifts predictably toward degradation of complex substrates under nutrient scarcity. The unusually low abundance of Actinobacteria, typically dominant in oligotrophic caves, highlights a distinct subterranean energy regime that favors slow-growing, resource-efficient taxa. Our findings provide new insight into how environmental filtering, hydrologic connectivity, and metabolic specialization structure microbiomes in deep karst systems, informing broader models of microbial survival in low-energy environments.

Indexed as

BacteriaCavesMicrobiotaBiodiversityCarbonEcosystemGeologic SedimentsNitrogenPhylogenyProteobacteriaRNA, Ribosomal, 16SCarbonNitrogenRNA, Ribosomal, 16Scommunity-level physiological profilesDeep Darknesslimestone cavemicrobial communitiesmicrobial diversityoligotrophic

Identifiers

PMID42379812
PMCPMC13435898

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LicenceCC BY
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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.