Evidence map›Paper›PMID 42075773›Full record

ArticlePathogens (Basel, Switzerland)2026

Global Patterns of Human Rhinovirus Activity and Epidemic Duration, 2016-2025: Before, During, and After the COVID-19 Pandemic.

Alessandra Picelli, Emma Papini, Guglielmo Bonaccorsi, Angela Bechini, Fabiola Berti, Sara Boccalini, Paolo Bonanni, Manuela Chiavarini, Claudia Cosma, Chiara Lorini and 5 more

Abstract read
In one paragraph

Article in Pathogens (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

15 authors.

Alessandra PicelliDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0009-0005-5962-1375
Emma PapiniDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0009-0004-6368-9316
Guglielmo BonaccorsiDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0002-5171-4308
Angela BechiniDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0002-6013-8779
Fabiola BertiDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0009-0006-4895-4358
Sara BoccaliniDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0002-9695-7549
Paolo BonanniDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0003-2875-3744
Manuela ChiavariniDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0002-3551-7486
Claudia CosmaDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0009-0000-6958-0275
Chiara LoriniDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0003-3170-1857
Cristina SalvatiDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0009-0001-7652-3487
Valentina SaviozziDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.
Patrizio ZanobiniDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0002-8202-2937
Marco Del RiccioDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0002-2742-0297
Saverio CainiDepartment of Health Sciences, University of Florence, Viale Morgagni 48, 50134 Florence, Italy.ORCID 0000-0002-2262-1102

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHuman rhinoviruses (HRVs) exhibit a global circulation characterized by prolonged epidemics and a less concentrated seasonal distribution compared with other respiratory viruses. In this study, we describe the timing, amplitude and duration of HRV epidemics on a global scale, analyzing seasonal patterns in relation to geographic latitude.

methodsHRV surveillance data reported to WHO FluNet from 2016 to 2025 were analyzed. Epidemic peak timing, amplitude and duration were estimated as a function of geographic latitude using harmonic analyses, with a comparison between the pre-pandemic (2016-2019) and post-pandemic (2021-2025) periods.

resultsDuring the study period, 432,399 HRV detections were reported to WHO FluNet across 50 countries. Among these, 24 countries met the predefined criteria for seasonal analysis. Epidemic peak timing showed differences consistent with latitude, with peaks occurring in late autumn and winter in the Northern Hemisphere, during the central months of the year in the Southern Hemisphere, and greater temporal variability in the intertropical belt. Peak amplitude showed marked heterogeneity across countries (median 68.2%, range 28.1-96.7%), while epidemic duration indicated prolonged circulation (median 31 weeks, range 5-48 weeks). A secondary seasonal peak was identifiable in most countries, further supporting the relatively diffuse seasonal profile of HRV circulation. Comparison between the pre- and post-pandemic periods showed largely stable peak timing in most countries, alongside heterogeneous changes in peak amplitude.

conclusionsHRV is characterized by prolonged and weakly concentrated seasonal activity, with epidemic circulation often extending over several months. Despite major epidemiological perturbations during the COVID-19 pandemic, the timing of seasonal peaks remained largely stable across countries, highlighting the epidemiological resilience of HRV and the need for continuous, pathogen-specific surveillance.

Indexed as

COVID-19Picornaviridae InfectionsRhinovirusEpidemicsGlobal HealthHumansPandemicsSARS-CoV-2Seasonsepidemic durationepidemic timingglobal surveillancehuman rhinovirusseasonality

Identifiers

PMID42075773
PMCPMC13119256

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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.