Evidence map›Paper›PMID 42750054›Full record

ArticleVirology journal2026

Genomic surveillance of SARS-CoV-2 in Tunisia during the omicron era: insights from the national influenza & other respiratory viruses laboratory.

Zaineb Hamzaoui, Sana Ferjani, Takoua Bouchouicha, Latifa Charaa, Ichrak Landolsi, Ines Medini, Roua Ben Ali, Sarra Chammam, Salma Abid, Lamia Kanzari and 3 more

Abstract read
In one paragraph

Article in Virology journal, 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

13 authors.

Zaineb HamzaouiResearch Laboratory "Antimicrobial Resistance" (LR99ES09), Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia. zaineb.hamzaoui@etudiant-fmt.utm.tn.
Sana FerjaniResearch Laboratory "Antimicrobial Resistance" (LR99ES09), Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia.
Takoua BouchouichaResearch Laboratory "Antimicrobial Resistance" (LR99ES09), Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia.
Latifa CharaaLaboratory of Microbiology, National Reference Laboratory of Influenza and other Respiratory Viruses, Charles Nicolle Hospital, Tunis, Tunisia.
Ichrak LandolsiLaboratory of Microbiology, National Reference Laboratory of Influenza and other Respiratory Viruses, Charles Nicolle Hospital, Tunis, Tunisia.
Ines MediniLaboratory of Clinical Pharmacology, National Center Chalbibelkahia of Pharmacovigilance, Tunis, Tunisia.
Roua Ben AliLaboratory of Clinical Pharmacology, National Center Chalbibelkahia of Pharmacovigilance, Tunis, Tunisia.
Sarra ChammamLaboratory of Clinical Pharmacology, National Center Chalbibelkahia of Pharmacovigilance, Tunis, Tunisia.
Salma AbidResearch Laboratory "Antimicrobial Resistance" (LR99ES09), Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia.
Lamia KanzariResearch Laboratory "Antimicrobial Resistance" (LR99ES09), Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia.
Mouna Ben SassiLaboratory of Clinical Pharmacology, National Center Chalbibelkahia of Pharmacovigilance, Tunis, Tunisia.
Sameh TrabelsiLaboratory of Clinical Pharmacology, National Center Chalbibelkahia of Pharmacovigilance, Tunis, Tunisia.
Ilhem Boutiba Ben BoubakerResearch Laboratory "Antimicrobial Resistance" (LR99ES09), Faculty of Medicine of Tunis, University of Tunis El Manar, Tunis, Tunisia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundOmicron sublineages have dominated global SARS-CoV-2 circulation since late 2021, but there aren't enough multi-year datasets that detail lineage dynamics and genomic surveillance performance in North Africa. The National Influenza and Other Respiratory Viruses Laboratory in Tunisia has been conducting integrated SARS-CoV-2 genomic surveillance for four years.

methodsBetween 1 November 2021 and 30 September 2025, 8,635 nasopharyngeal swabs (NPS) received through the national sentinel network were tested for SARS-CoV-2 by real-time RT-PCR, of which 1,020 (11.8%) were positive. A total of 669 (65.6%) positive samples were successfully sequenced using Illumina RNA Prep with Enrichment and a respiratory virus panel. Pango lineages and GISAID clades were assigned with standard tools, and sequencing coverage, geographic representativeness, turnaround times, temporal trends, lineage diversity, mutational profiles, and phylogenetic placement were summarized descriptively.

resultsThe overall SARS-CoV-2 positivity rate was 11.8%. Median governorate-level sequencing coverage among RT-PCR-positive samples was 60.0% (IQR 28.6-88.9), and the share of sequences closely matched the share of positives (r = 0.992), indicating near-proportional sampling.While SARS-CoV-2-positive NPS displayed several waves, including substantial peaks in mid-2022 and mid-2023 and subsequent winter peaks, each linked to the establishment or replacement of dominant Omicron lineages, testing volumes indicated recurrent winter rises. Among the 669 sequenced SARS-CoV-2-positive samples, 92 (13.8%) showed co-detection with at least one other respiratory virus, including 16 (2.4%) involving influenza viruses.XBB* lineages accounted for 25.0% of genomes, followed by BA.4/BA.5* (22.1%), JN.1* and descendants (13.6%), BA.2* (12.6%), and BA.1* (9.0%), while Delta represented 8.7% of genomes; the remaining 9.1% belonged to other lineages, including pre-Omicron variants and non-XBB recombinants. Almost all genomes belonged to Omicron-associated GISAID clades GK and GRA. Overall, sequencing quality was high (mapped reads typically ≥0.9), while Tunisian SARS-CoV-2 genomes showed a progressive increase in amino acid changes-from ~30-50 substitutions in early Delta/BA.1/BA.2 to >70-80 in later XBB and JN.1* sublineages, with some recombinants approaching 100 substitutions. Phylogenetic analyses showed that Tunisian genomes clustered within globally circulating Delta and Omicron clades.

conclusionsRapid Omicron sublineage turnover and co-detections with other respiratory viruses, including influenza, were captured by genomic monitoring integrated into Tunisia's influenza-based sentinel network, which achieved broad sequencing coverage and overall near-proportional sampling despite subnational heterogeneity.This integrated, multi-pathogen approach provides a scalable model for sustained genomic surveillance and future respiratory pandemic preparedness in the region.

Indexed as

COVID-19Genome, ViralSARS-CoV-2GenomicsHumansNasopharynxPhylogenyRNA, ViralTunisiaRNA, ViralGenomic surveillanceLineage dynamicsMolecular epidemiologyOmicronSARS-CoV-2TunisiaWhole-genome sequencing

Identifiers

PMID42750054
PMCPMC13579714

What OpenQuestion holds

Textmetadata
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.