Evidence map›Paper›PMID 42484695›Full record

ArticleBrazilian journal of microbiology : [publication of the Brazilian Society for Microbiology]2026

Uneven global coverage of halophilic metagenomes limits comparative analyses of microbial adaptation to saline environments.

Camila de Souza Vieira, Leandro Nascimento Lemos, Daniel Kumazawa Morais, Alexandre Soares Rosado, Victor Satler Pylro

Abstract read
In one paragraph

Article in Brazilian journal of microbiology : [publication of the Brazilian Society for 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
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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

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

5 authors.

Camila de Souza VieiraKing Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
Leandro Nascimento LemosIlum School of Science, Brazilian Center for Research in Energy and Materials (CNPEM), Campinas, São Paulo, Brazil.
Daniel Kumazawa MoraisNorwegian College of Fishery Science, UiT, The Arctic University of Norway, Tromsø, Norway.
Alexandre Soares RosadoKing Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
Victor Satler PylroUniversidade Federal de Lavras (UFLA), Lavras, Brazil. victor.pylro@ufla.br.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Halophilic microorganisms are central to biotechnology, bioremediation, and astrobiology because they persist under extreme and polyextreme conditions analogous to extraterrestrial environments. Although metagenomics has transformed the study of halophilic biodiversity, available datasets remain fragmented and unevenly documented. To assess how halophilic metagenomic research reflects the global exploration of hypersaline environments, we analyzed PubMed-indexed studies and associated sequencing metadata deposited at the National Center for Biotechnology Information (NCBI) Sequence Read Archive (SRA) using a curation workflow. Our quantitative analysis reveals a severe geographic bias linked to uneven global research investment (Gini coefficient = 0.736), with a small number of countries contributing to many publicly available datasets. In contrast, the environmental distribution of these samples showed moderate ecological uniformity (Pielou's Evenness = 0.818), though we identified pervasive gaps in metadata completeness that hinder dataset interoperability. Our curated dataset highlights a strong research focus on polyextremophilic habitats, positioning these ecosystems as prime targets for biotechnological and astrobiological bioprospecting. Additionally, the geographical bias highlights the need for interoperable global data frameworks and more equitable investment in data generation and analysis, especially in underrepresented regions of the Global South.

Indexed as

Adaptation, PhysiologicalBacteriaMetagenomeBiodiversityEcosystemMetagenomicsSalinityHalophilic microorganismsHypersaline environmentsMetadata curationMetagenomicsResearch inequality

Identifiers

PMID42484695
PMCPMC13391466

What OpenQuestion holds

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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.