# Microbial community assembly and pathogen signatures in groundwater and tap water systems in greater Cairo, Egypt

**Authors:** Neveen M. Rizk, Ayda K. Kelany, Sayeda M. Abdo, Mohammed Yosri, Fagr Kh. Abdel-Gawad, Khaled Haider, Akram B. Sultan, Ahmed M. Younis, Mahmoud Gad

PMC · DOI: 10.1186/s42506-026-00211-8 · 2026-03-19

## TL;DR

This study explores microbial communities in groundwater and tap water in Cairo, Egypt, identifying distinct patterns and potential pathogens, highlighting the need for better water quality management.

## Contribution

The study provides new insights into microbial community assembly and pathogen signatures in water systems in Cairo, Egypt.

## Key findings

- Distinct microbial community structures were observed between groundwater and tap water.
- Ecological drift was identified as a dominant force shaping microbial communities in both water sources.
- Potential pathogens like Legionella and Acinetobacter were detected, suggesting risks to public health.

## Abstract

Microbial communities in aquatic ecosystems are integral to water quality and public health, yet their structure and underlying ecological processes in regions like Egypt remain underexplored. To address this gap, this research explores the structure and dynamics of prokaryotic communities in tap water and groundwater in Cairo, Egypt.

Using environmental DNA metabarcoding, bioinformatics, and statistical modeling, we investigated microbial composition, pathogen identification, environmental factors, and ecological assembly processes.

The sequence analysis revealed the presence of 6,868 amplicon sequence variants (ASVs), with distinct community structures between groundwater and tap water. Proteobacteria dominated both habitats, with significant habitat-specific variations in Firmicutes, Actinobacteria, Verrucomicrobia, and Bacteroidota. Key genera included Methylobacterium in tap water, and Thauera and Legionella in groundwater, reflecting habitat-specific adaptations. The potential presence of Legionella—detected through 16 S rRNA gene signatures—may indicate conditions that could support organisms associated with diseases such as Legionnaires’ disease; however, 16 S-based detection does not confirm viability or infectivity. Similarly, the surrogate presence of taxa such as Streptococcus salivarius, Stenotrophomonas maltophilia, and Acinetobacter baumannii in tap-water samples suggests possible post-treatment contamination or biofilm-associated persistence, warranting further targeted monitoring using methods capable of confirming viability. Ecological assessments indicated that stochastic mechanisms, particularly ecological drift, were the dominant forces shaping microbial community assembly in both water sources, whereas homogeneous selection exerted a moderate influence specifically within groundwater environments. Environmental parameters such as DO%, NO₂-N, and NO₃-N were critical in shaping tap water communities, while NH₄-N and TDS influenced groundwater communities.

This study highlights the distinct microbial dynamics of groundwater and tap water, emphasizing the importance of integrated water quality management strategies to mitigate nutrient pollution, monitor potential pathogen signatures, and protect public health.

## Linked entities

- **Chemicals:** TDS (PubChem CID 3001376)
- **Diseases:** Legionnaires’ disease (MONDO:0005824)
- **Species:** Methylobacterium (taxon 407), Thauera (taxon 33057), Legionella (taxon 445), Streptococcus salivarius (taxon 1304), Stenotrophomonas maltophilia (taxon 40324), Acinetobacter baumannii (taxon 470)

## Full-text entities

- **Genes:** MT1IP (metallothionein 1I, pseudogene) [NCBI Gene 644314] {aka MT1, MT1I, MTE}, MT3 (metallothionein 3) [NCBI Gene 4504] {aka GIF, GIFB, GRIF, ZnMT3}
- **Diseases:** meningitis (MESH:D008580), bloodstream infections (MESH:D018805), HoS (MESH:D009155), DR (MESH:D014085), water loss (MESH:D000069578), urinary tract infections (MESH:D014552), opportunistic (MESH:D009894), RDP (MESH:C536977), endocarditis (MESH:D004696), pneumonia (MESH:D011014), DL (MESH:C563184), infections (MESH:D007239), Legionnaires' disease (MESH:D007877)
- **Chemicals:** PVC (MESH:D011143), stainless-steel (MESH:D013193), Nitrogen (MESH:D009584), Water (MESH:D014867), phosphorus (MESH:D010758), ascorbic acid (MESH:D001205), mercuric sulfate (MESH:C028430), oxygen (MESH:D010100), carbon (MESH:D002244), nitrate (MESH:D009566), DO (-), Nitrite (MESH:D009573), Chlorine (MESH:D002713), Ammonium (MESH:D064751), sodium salicylate (MESH:D012980)
- **Species:** Melissococcus (genus) [taxon 33969], Ralstonia pickettii (species) [taxon 329], Thauera (genus) [taxon 33057], Acinetobacter baumannii (species) [taxon 470], Legionella (genus) [taxon 445], Bacillota (clostridial firmicutes, phylum) [taxon 1239], Stenotrophomonas maltophilia (species) [taxon 40324], Actinomycetota (actinobacteria, phylum) [taxon 201174], Cutibacterium (genus) [taxon 1912216], Streptococcus salivarius (species) [taxon 1304], Verrucomicrobiota (phylum) [taxon 74201], Methylobacterium (genus) [taxon 407], Holophaga (genus) [taxon 35838], Proteus vulgaris (species) [taxon 585], Faucicola osloensis (species) [taxon 34062], Acinetobacter johnsonii (species) [taxon 40214], Prevotella melaninogenica (species) [taxon 28132], Pseudomonas (RNA similarity group I, genus) [taxon 286], Homo sapiens (human, species) [taxon 9606], Thiothrix (genus) [taxon 1030]

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13003065/full.md

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Source: https://tomesphere.com/paper/PMC13003065