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

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.

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Publication Details

Journal
Brazilian Journal of Microbiology
Published
2026-07-22
DOI
https://doi.org/10.1007/s42770-026-02017-4
Primary Topic
Microbial Community Ecology and Physiology
Type
article
Field-Weighted Citation Impact
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article

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

Victor Satler Pylro, Alexandre Soares Rosado, Leandro Nascimento Lemos, Daniel Morais et al.
Brazilian Journal of Microbiology
Microbial Community Ecology and Physiology
article

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

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

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.

Brazilian Journal of MicrobiologyVol. 57(1)
Universidade Federal de Lavras (BR), Brazilian Center for Research in Energy and Materials (BR), King Abdullah University of Science and Technology (SA), UiT The Arctic University of Norway (NO)
Openalex Percentile: Top 8%
Microbial Community Ecology and Physiology
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