Evidence map›Paper›PMID 41854783›Full record

ArticleThe Journal of the Egyptian Public Health Association2026

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

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

Abstract read
In one paragraph

Article in The Journal of the Egyptian Public Health Association, 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
–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

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

9 authors.

Neveen M RizkWater Pollution Research Department, National Research Centre, Giza, 12622, Egypt.
Ayda K KelanyDepartment of Genomic Medicine, Cairo University Hospitals, Cairo University, Cairo, 11511, Egypt.
Sayeda M AbdoHydrobiology Laboratory, Water Pollution Research Department, National Research Centre, Giza, 12622, Egypt.
Mohammed YosriThe Regional Center for Mycology and Biotechnology, Al-Azhar University, Cairo, 11787, Egypt.
Fagr Kh Abdel-GawadWater Pollution Research Department, National Research Centre, Giza, 12622, Egypt.
Khaled HaiderDepartment of Medical Laboratory Sciences, College of Applied Medical Sciences, University of Bisha, Bisha, Saudi Arabia.
Akram B SultanDepartment of Biology, Faculty of Science, University of Bisha, Bisha, Saudi Arabia.
Ahmed M YounisBotany and Microbiology Department, Faculty of Science, Al-Azhar University, Cairo, Egypt.
Mahmoud GadWater Pollution Research Department, National Research Centre, Giza, 12622, Egypt. mahmoudafw@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMicrobial 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.

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

resultsThe 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.

conclusionThis 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.

Indexed as

16S rRNA amplicon sequencingEcosystem dynamicsEnvironmental factorsGroundwaterProkaryotic communitiesTap waterWaterborne pathogens

Identifiers

PMID41854783
PMCPMC13003065

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.