Evidence map›Paper›PMID 41772733›Full record

ArticleEnvironmental microbiome2026

Unveiling the viral frontier in a warming world: temperature as a key ecological driver of viral diversity in subantarctic Chilean Patagonia fjords.

Marianne Buscaglia, Wilson Castillo-Inaipil, Frederik Schulz, Sergio Guajardo-Leiva, José Luis Iriarte, Pilar Aparicio-Rizzo, Italo Masotti, Beatriz Díez

Abstract read
In one paragraph

Article in Environmental microbiome, 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
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0citing papers in PubMed
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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

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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

8 authors.

Marianne BuscagliaCenter for Mathematical Modeling, Universidad de Chile, Av. Beauchef 851, 8370458, Santiago, Chile.
Wilson Castillo-InaipilMillennium Institute Center for Genome Regulation (MI-CGR), Av. Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile.
Frederik SchulzLawrence Berkeley National Laboratory, DOE Joint Genome Institute, 1 Cyclotron Rd, Berkeley, CA, 94720, USA.
Sergio Guajardo-LeivaDirección de Investigación, Vicerrectoría Académica, Universidad de Talca, Av. Lircay s/n, 3460000, Talca, Chile.
José Luis IriarteInstituto de Acuicultura y Medio Ambiente, Universidad Austral de Chile, Los Pinos s/n Balneario Pelluco, 5500000, Puerto Montt, Chile.
Pilar Aparicio-RizzoCenter for Climate and Resilience Research (CR)2, Universidad de Chile, Av. Blanco Encalada 2002, 8370449, Santiago, Chile.
Italo MasottiCenter for Climate and Resilience Research (CR)2, Universidad de Chile, Av. Blanco Encalada 2002, 8370449, Santiago, Chile.
Beatriz DíezMillennium Institute Center for Genome Regulation (MI-CGR), Av. Libertador Bernardo O'Higgins 340, 8331150, Santiago, Chile. Beatriz.diez@umayor.cl.

Funding

ANID 21190726ANID AUB1900003ANID-FONDAP 151500003ANID-FONDAP 1523A0002ANID - Millennium Science Initiative Program ICN2021_044CONA-SHOA CIMAR25FINACH DG_06-20
6 · The paper itself

Abstract

backgroundThe fjords of Chilean Patagonia (~ 41.5-55.9 °S) lie at the forefront of global warming, where rising temperatures threaten to disrupt microbial processes central to ocean productivity and carbon cycling. Despite their ecological relevance, the diversity and environmental drivers of viral communities, both giant viruses and prokaryotic viruses, remain poorly understood in high-latitude fjords.

resultsHere, we leveraged metagenomics across a 500 km latitudinal gradient in Chilean Patagonia (4-10 °C; salinity 18-33 PSU) to decode the structure and distribution of marine viral communities. We recovered 126 giant viruses (polB sequences dereplicated at 100% average nucleotide identity) and 9213 prokaryotic viruses (viral contigs dereplicated at 95% average nucleotide identity), primarily affiliated with Prasinoviridae (proposed genus g177, order Algavirales) and Caudoviricetes, respectively. Consistent with global-scale studies, temperature emerged as the strongest driver structuring viral communities, outpacing the effects of salinity, depth, dissolved oxygen, chlorophyll-a, and geography. Viral diversity was consistently higher in the northern warmer waters (7.5-10.4 °C), while southern colder sites (4.0-7.4 °C) harbored less diverse and compositionally distinct communities. Giant viruses shift from Pandoravirales and AG_04 (Algavirales) at lower temperatures to increasing dominance of IM_01 (Imitervirales) and Prasinoviridae (AG_01) in warmer habitats. Prokaryotic virus communities also displayed strong temperature structuring, with additional influence from salinity.

conclusionsTogether, our findings underscore the environmental sensitivity of viral communities in subpolar marine systems and highlight their vulnerability to climate-driven changes. Given the critical role of viruses in microbial turnover, nutrient cycling, and ecosystem resilience, shifts in their diversity and structure may have far-reaching consequences for biogeochemical fluxes and food web dynamics in the fjords of Chilean Patagonia.

Indexed as

BacteriophagesChilean PatagoniaFjord ecosystemGiant virusesMarine viromeSub-Antarctic

Identifiers

PMID41772733
PMCPMC13001362

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Textmetadata
LicenceCC BY-NC-ND
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Registered trials

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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.