Evidence map›Paper›PMID 41629372›Full record

ArticleScientific reports2026

Household wastewater as a sentinel for community-level antimicrobial resistance: a cross-sectional study in Gombe, Nigeria.

Zeenatuddeen Muhammad, Muhammad Tukur Adamu, Lawal Garba, Tawfiq Abdullahi Umar, Saidu Saleh Adamu, Ibrahim Yusuf, Mabel K Aworh

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Genomic Surveillance of ESBL-ProducingPathogens (Basel, Switzerland) · 2026
    Article
  2. Article
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

7 authors.

Zeenatuddeen MuhammadDepartment of Microbiology, Gombe State University, Gombe, Nigeria. addazee31@gmail.com.
Muhammad Tukur AdamuDepartment of Microbiology, Gombe State University, Gombe, Nigeria.
Lawal GarbaDepartment of Microbiology, Gombe State University, Gombe, Nigeria.
Tawfiq Abdullahi UmarDepartment of Microbiology, Gombe State University, Gombe, Nigeria.
Saidu Saleh AdamuDepartment of Veterinary Public Health & Epidemiology, Faculty of Veterinary Medicine, University of Maiduguri, Borno, Nigeria.
Ibrahim YusufMicrobiology and AMR Research Unit, Kano Independent Research Centre Trust, Kano, Nigeria.
Mabel K AworhFayetteville State University, Fayetteville, NC, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Antimicrobial resistance (AMR) represents a critical global health challenge, with projections suggesting 10 million annual deaths by 2050. Environmental transmission routes, particularly through wastewater, remain understudied despite their significant role in resistance development and spread. This study investigated household wastewater as a sentinel for community-level AMR patterns in Gombe, Nigeria. A cross-sectional study was conducted between December 2024 and February 2025, collecting 320 household wastewater samples across seven districts in Gombe using multi-stage sampling techniques. Bacterial isolation followed standard conventional methods. Antibiotic susceptibility testing was performed using the disc diffusion method. Extended-spectrum beta-lactamase (ESBL) production was confirmed using double-disc synergy tests, and PCR detected key resistance genes in selected isolates. Microbiological analysis yielded 402 bacterial isolates, with 81% classified as multidrug-resistant (MDR). MDR prevalence across districts ranged from 60.3% to 95.9% (p < 0.01). Gram-negative bacteria predominated, with Escherichia coli (32.7%), Klebsiella pneumoniae (19.2%), and Pseudomonas aeruginosa (11.2%) being the most common. ESBL production was detected in 54% of tested isolates. MDR isolates demonstrated resistance to approximately 8 antibiotics (median), while non-MDR isolates showed resistance to only 1-2 antibiotics. Molecular analysis revealed a high prevalence of clinically significant resistance genes, with blaCTX-M detected in 100% of tested isolates. This study demonstrates household wastewater's value as a community-level antimicrobial resistance indicator. The high prevalence of MDR bacteria (81%) highlights significant environmental reservoirs that could contribute to community AMR transmission. Wastewater-based epidemiology can serve as a cost-effective complement to traditional clinical surveillance, especially in resource-limited settings.

Indexed as

Anti-Bacterial AgentsBacteriaDrug Resistance, Multiple, BacterialWastewaterbeta-LactamasesCross-Sectional StudiesHumansMicrobial Sensitivity TestsNigeriaAnti-Bacterial Agentsbeta-LactamasesWastewaterAntimicrobial resistanceCarbapanemaseEnvironmental stewardshipExtended-spectrum beta-lactamaseMulti-drug resistanceWastewater surveillance

Identifiers

PMID41629372
PMCPMC12868622

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.