HIV-1 drug resistance transmission cluster dynamics among men who have sex with men across Europe: a multi-regional molecular epidemiological study

Abstract The HIV epidemic among men who have sex with men (MSM) in Europe is sustained by structured transmission networks in which drug resistance mutations (DRMs) spread across geopolitical boundaries. Herein, we applied a systematic molecular epidemiological framework to characterise DRM prevalence, temporal trends, and identify transmission clusters from MSM across European geopolitical regions (Western Europe, Central and Eastern Europe, Southern Europe, and Northern Europe). This was a retrospective molecular epidemiological analysis conducted with 3300 HIV pol sequences from 1983 to 2016. Sequences were aligned with ViralMSA, the maximum likelihood (ML) tree was reconstructed with IQ-TREE, the transmission cluster was inferred with ClusterPicker, and HIVDR was evaluated with Stanford HIVdb. An overall DRM prevalence of 28% (95% CI: 26.5–29.5%) was detected, with NRTIs as the dominant drug class affected (12.8%). A significant decreasing temporal trend was detected (Mann–Kendall τ = − 0.52, p < 0.05), corresponding to an estimated reduction of 1.42 percentage points per year. ML phylogenetic inference followed by transmission cluster detection identified 492 clusters encompassing 49% of sequences; 92% were geographically confined to a single region, while 8% exhibited interregional spread predominantly linking Central and Eastern with Western Europe. Drug-resistant sequences in Western Europe were significantly less likely to belong to a transmission cluster (OR = 0.57; 95% CI: 0.48–0.68; p < 0.001). These findings reveal that resistant variants are actively clustering and spreading across European borders, underscoring the need for coordinated multi-regional molecular surveillance.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-09-18
DOI
https://doi.org/10.1038/s41598-026-71474-6
Primary Topic
HIV/AIDS drug development and treatment
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

HIV-1 drug resistance transmission cluster dynamics among men who have sex with men across Europe: a multi-regional molecular epidemiological study

Marta Pingarilho, Mafalda Miranda, Victor Pimentel, Ana B. Abecasis et al.
Scientific Reports
HIV/AIDS drug development and treatment
article

HIV-1 drug resistance transmission cluster dynamics among men who have sex with men across Europe: a multi-regional molecular epidemiological study

Marta Pingarilho, Mafalda Miranda, Victor Pimentel, Ana B. Abecasis, Cruz S. Sebastião, Beatriz Valadas, Luisa M. Lobo, Inês Alves
article en

Abstract

Abstract The HIV epidemic among men who have sex with men (MSM) in Europe is sustained by structured transmission networks in which drug resistance mutations (DRMs) spread across geopolitical boundaries. Herein, we applied a systematic molecular epidemiological framework to characterise DRM prevalence, temporal trends, and identify transmission clusters from MSM across European geopolitical regions (Western Europe, Central and Eastern Europe, Southern Europe, and Northern Europe). This was a retrospective molecular epidemiological analysis conducted with 3300 HIV pol sequences from 1983 to 2016. Sequences were aligned with ViralMSA, the maximum likelihood (ML) tree was reconstructed with IQ-TREE, the transmission cluster was inferred with ClusterPicker, and HIVDR was evaluated with Stanford HIVdb. An overall DRM prevalence of 28% (95% CI: 26.5–29.5%) was detected, with NRTIs as the dominant drug class affected (12.8%). A significant decreasing temporal trend was detected (Mann–Kendall τ = − 0.52, p < 0.05), corresponding to an estimated reduction of 1.42 percentage points per year. ML phylogenetic inference followed by transmission cluster detection identified 492 clusters encompassing 49% of sequences; 92% were geographically confined to a single region, while 8% exhibited interregional spread predominantly linking Central and Eastern with Western Europe. Drug-resistant sequences in Western Europe were significantly less likely to belong to a transmission cluster (OR = 0.57; 95% CI: 0.48–0.68; p < 0.001). These findings reveal that resistant variants are actively clustering and spreading across European borders, underscoring the need for coordinated multi-regional molecular surveillance.

Scientific Reports
Escola Nacional de Saúde Pública (BR), Centro de Investigação em Saúde de Angola (AO)
Fundação para a Ciência e a Tecnologia
Good health and well-being
Openalex Percentile: Top 11%
HIV/AIDS drug development and treatment
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.