Evidence map›Paper›PMID 41589896›Full record

ArticleApplied and environmental microbiology2026

Metagenome-based vertical profiling of the Gulf of Mexico highlights its uniqueness and far-reaching effects of freshwater input.

Roth E Conrad, Despina Tsementzi, Alexandra Meziti, Janet K Hatt, Joseph Montoya, Konstantinos T Konstantinidis

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

6 authors.

Roth E ConradOcean Science & Engineering, School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, USA.ORCID 0000-0001-8155-8441
Despina TsementziSchool of Civil & Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA.
Alexandra MezitiSchool of Civil & Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA.
Janet K HattSchool of Civil & Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA.
Joseph MontoyaOcean Science & Engineering, School of Biological Sciences, Georgia Institute of Technology, Atlanta, Georgia, USA.
Konstantinos T KonstantinidisSchool of Civil & Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia, USA.ORCID 0000-0002-0954-4755

Funding

Gulf of Mexico Research Initiative ECOGIG ConsortiumNational Science Foundation 1831582National Science Foundation 2129823
6 · The paper itself

Abstract

Genomic and metagenomic explorations of the oceans have identified well-structured microbial assemblages showing endemic genomic adaptations with increasing depth. However, deep water column surveys have been limited, especially of the Gulf of Mexico (GoM) basin, despite its importance for human activities. To fill this gap, we report on 19 deeply sequenced (~5 Gbp/sample) shotgun metagenomes collected along a vertical gradient, from the surface to about 2,000 m deep, at three GoM stations. Beta diversity analysis revealed strong clustering by depth, and not by station. However, a community-level pangenome style gene content analysis revealed ~54% of predicted gene sequences to be station-specific within our GoM samples. Of the 154 medium-to-high-quality MAGs recovered, 145 represent novel species compared with the NCBI genomes and Tara Oceans MAGs databases. Two of these MAGs were relatively abundant at both surface and deep samples, revealing remarkable versatility across the water column. A few MAGs of freshwater origin (~6% of total detected) were relatively abundant at 600 m deep and 270 miles from the coast at one station, revealing that the effects of freshwater input in the GoM can sometimes be far-reaching and long-lasting. Notably, 1,447/16,068 of the total COGs detected were positively (Pearson's r ≥ 0.5) or negatively (Pearson's r ≤ -0.5) correlated with depth, including beta-lactamases, dehydrogenases, and CoA-associated oxidoreductases. Taken together, our results reveal substantial novel genome and gene diversity across the GoM's water column, and testable hypotheses for some of the diversity patterns observed.IMPORTANCETo what extent microbial communities are similar between different ocean basins at similar depths, and what the impact of freshwater input by major rivers may be on these communities, remain poorly understood issues with potentially important implications for modeling and managing marine biodiversity. In this study, we performed metagenomic sequencing and recovered 154 medium-to-high-quality metagenome-assembled genomes (MAGs) from three stations in the Gulf of Mexico (GoM) and from various depths up to about 2,000 m. Comparison to MAGs recovered from other ocean basins highlighted the unique diversity harbored by the GoM, which could be driven by more substantial input from the Mississippi River and by human activities, including offshore oil drilling. The data and results provided by this study should be useful for future comparative analysis of marine biodiversity and contribute to its more complete characterization.

Indexed as

Fresh WaterMetagenomeBacteriaGulf of AmericaHuman ActivitiesHumansMicrobiotaSeawaterdeep-seadepth adaptationMAGsmarine microbiologymetagenome-assembled-genomes

Identifiers

PMID41589896
PMCPMC12915328

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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.