Evidence map›Paper›PMID 41800589›Full record

ArticleThe ISME journal2026

Microbial succession and assembly shaped by sulfur, spatial partitioning, and water flow in a volcanic acidic river of northern Patagonia.

Duarte-Ramírez Juan, Arisan Dilanaz, Rojas-Villalobos Camila, Díaz-González Fernando, Sepúlveda-Rebolledo Pedro, Moya-Beltrán Ana, Ulloa Ricardo, Johnson D Barrie, Vera Mario, Beatriz Díez and 5 more

Abstract read
In one paragraph

Article in The ISME 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

15 authors.

Duarte-Ramírez JuanCentro Científico y Tecnológico de Excelencia Ciencia & Vida, Santiago 8580702, Chile.ORCID 0000-0002-9673-3908
Arisan DilanazCentro Científico y Tecnológico de Excelencia Ciencia & Vida, Santiago 8580702, Chile.ORCID 0009-0008-1134-5537
Rojas-Villalobos CamilaCentro Científico y Tecnológico de Excelencia Ciencia & Vida, Santiago 8580702, Chile.ORCID 0000-0003-2228-342X
Díaz-González FernandoCentro Científico y Tecnológico de Excelencia Ciencia & Vida, Santiago 8580702, Chile.ORCID 0000-0001-5397-6179
Sepúlveda-Rebolledo PedroCentro Científico y Tecnológico de Excelencia Ciencia & Vida, Santiago 8580702, Chile.ORCID 0009-0007-5917-6173
Moya-Beltrán AnaDepartamento de Informática y Computación, Facultad de Ingeniería, Universidad Tecnológica Metropolitana, Santiago 7800002, Chile.ORCID 0000-0002-6924-5087
Ulloa RicardoPROBIEN (CCT Patagonia Confluencia-CONICET, UNCo), Facultad de Ingeniería, Departamento de Química, Universidad Nacional del Comahue, Neuquén Q8300, Argentina.
Johnson D BarrieSchool of Environmental and Natural Sciences, Bangor University, Bangor LL57 2UW, United Kingdom.ORCID 0000-0001-7348-4016
Vera MarioInstituto de Ingeniería Biológica y Médica, Escuelas de Ingeniería, Medicina y Ciencias Biológicas, Pontificia Universidad Católica de Chile, Macul, Santiago 7820436, Chile.ORCID 0000-0002-1762-4421
Beatriz DíezCentro Científico y Tecnológico de Excelencia Ciencia & Vida, Santiago 8580702, Chile.ORCID 0000-0002-9371-8083
Castro MatíasInstituto Milenio de Oceanografía (IMO), Universidad de Concepción, Concepción 4070386, Chile.ORCID 0000-0002-2013-3041
Temporetti PedroInstituto de Investigaciones en Biodiversidad y Medioambiente (INIBIOMA), Centro Regional Universitario Bariloche-UNComahue, CCT-Patagonia Norte, CONICET, San Carlos de Bariloche 8400, Argentina.ORCID 0009-0005-3052-2023
Giaveno AlejandraPROBIEN (CCT Patagonia Confluencia-CONICET, UNCo), Facultad de Ingeniería, Departamento de Química, Universidad Nacional del Comahue, Neuquén Q8300, Argentina.ORCID 0000-0003-1219-823X
Issotta FranciscoCentro Científico y Tecnológico de Excelencia Ciencia & Vida, Santiago 8580702, Chile.ORCID 0000-0001-6414-1935
Quatrini RaquelCentro Científico y Tecnológico de Excelencia Ciencia & Vida, Santiago 8580702, Chile.ORCID 0000-0003-2600-2605

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Extreme acidic environments represent natural laboratories for investigating the mechanisms of microbial community assembly, yet the ecological processes structuring these communities remain incompletely understood. Here, we investigate how spatial partitioning, hydrodynamics, and colonization history shape microbial succession in a unique sulfur-rich, acidic river of volcanic origin in northern Patagonia. We combined 16S rRNA gene profiling and shotgun metagenomics with a multi-scale experimental framework encompassing water column fractionation and colonization assays under native and controlled conditions. Microbial diversity was strongly influenced by spatial fractionation, with free-living communities exhibiting higher richness and temporal variability than particle-associated assemblages. Water flow modulated community structure, increasing evenness in free-living fractions under high-flow conditions, but had limited impact on particle-attached communities. Colonization of sulfur-beads followed a structured successional trajectory, with autotrophic sulfur oxidizers dominating early stages and heterotrophs adapted to biofilm lifestyles increasing over time. Ex situ recolonization assays revealed strong priority effects, with initial colonizers determining successional trajectories. Turnover analyses revealed that the balance among stochastic and deterministic assembly processes shifted across communities with pronounced stochasticity in the water column and flow-dependent effects in free-living communities, while biofilm associated communities on sulfur-beads exhibited stronger contribution of deterministic selection. These ecological patterns were mirrored by functional differentiation, with gene enrichment analyses revealing adaptive signatures of substrate attachment and resource acquisition. By integrating fine-scale environmental variation with colonization dynamics, this study reveals how microscale habitat structure and temporal fluxes jointly modulate microbial community assembly rules, offering a nuanced framework to dissect ecological processes in extreme systems.

Indexed as

ArchaeaBacteriaRiversSulfurArgentinaDNA, BacterialDNA, RibosomalMetagenomicsMolecular Sequence DataRNA, Ribosomal, 16SSequence Analysis, DNADNA, BacterialDNA, RibosomalRNA, Ribosomal, 16SSulfuracidophilesdeterministic processesdispersal limitationfree-livingmicrohabitatparticle-attachedstochastic processessulfur beadsulfur cyclingwater flow

Identifiers

PMID41800589
PMCPMC13122624

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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.