Evidence map›Paper›PMID 40133357›Full record

ArticleScientific reports2025

Nightlife and low immunity drove transmission of SARS-CoV-2 gamma in Luxembourg, 2021.

Yolanda Pires Afonso, Dritan Bejko, Corinna Ernst, Conny Huberty, Anke Wienecke-Baldacchino, Sibel Berger, Malte Herold, Cécile Walczak, Leslie Ogorzaly, Anne Vergison and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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

11 authors.

Yolanda Pires AfonsoHealth Directorate, Luxembourg, Luxembourg. yolanda.pires@ms.etat.lu.
Dritan BejkoHealth Directorate, Luxembourg, Luxembourg.
Corinna ErnstHealth Directorate, Luxembourg, Luxembourg.
Conny HubertyHealth Directorate, Luxembourg, Luxembourg.
Anke Wienecke-BaldacchinoDepartment of Microbiology, National Health Laboratory, Dudelange, Luxembourg.
Sibel BergerDepartment of Microbiology, National Health Laboratory, Dudelange, Luxembourg.
Malte HeroldLuxembourg Institute of Science and Technology, Esch-sur-Alzette, Luxembourg.
Cécile WalczakLuxembourg Institute of Science and Technology, Esch-sur-Alzette, Luxembourg.
Leslie OgorzalyLuxembourg Institute of Science and Technology, Esch-sur-Alzette, Luxembourg.
Anne VergisonHealth Directorate, Luxembourg, Luxembourg.
Joël MossongHealth Directorate, Luxembourg, Luxembourg.

Funding

Fonds National de la Recherche Luxembourg COVID-19/15929296
6 · The paper itself

Abstract

In summer 2021, while the Delta variant was predominant in many European countries, Luxembourg experienced a large outbreak of the P.1.17.1 SARS-CoV-2 Gamma variant. This surge coincided with the introduction of digital COVID-19 certificates and eased restrictions prior to national holiday festivities. We investigated the molecular and epidemiological factors contributing to SARS-CoV-2 Gamma transmission. All laboratory SARS-CoV-2 confirmed cases were interviewed by contact tracing teams on exposures at nightlife venues, family gatherings, schools, and workplaces. Gamma sublineages were investigated through environmental wastewater surveillance, in addition to whole genome sequencing of clinical data. Infection clusters were analysed combining phylogenetic with epidemiological exposures. From June 22 to August 12, 2021, we identified 1,049 cases of the Gamma P.1.17.1 sublineage, representing 39.2% of all sequenced cases. Initially, nightlife was the most frequent source setting (49.1%) with young adults accounting for 92.3% of these cases. Later, transmission shifted towards family (30.4%) setting with a corresponding increase in the age distribution. The C26645T mutation in the M-protein was associated with attending specific nightclub venues. Notably, 96.8% of cases were in unvaccinated individuals, and while P.1.17.1 was also detected in neighboring countries, 75.6% of the sequences submitted to GISAID were from Luxembourg. The study suggests the role of nightlife and low population immunity in driving the summer surge of SARS-CoV-2 among young adults, with digital certificates showing minimal impact on transmission. Sequencing of clinical and wastewater samples in combination with contact tracing was crucial to inform the outbreak investigation.

Indexed as

COVID-19SARS-CoV-2AdolescentAdultAgedChildChild, PreschoolContact TracingFemaleHumansInfantLuxembourgMaleMiddle AgedPhylogenyWhole Genome Sequencing

Identifiers

PMID40133357
PMCPMC11937271

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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.