Evidence map›Paper›PMID 41597613›Full record

ArticleMicroorganisms2026

Predicted Bacterial Metabolic Landscapes of the Sumaco Volcano: A Picrust2 Analysis of 16S rRNA Data from Amazonian Ecuador.

Pablo Jarrín-V, Julio C Carrión-Olmedo, Pamela Loján, Daniela Reyes-Barriga, María Lara, Andrés Oña, Cristian Quiroz-Moreno, Pablo Castillejo, Gabriela N Tenea, Magdalena Díaz and 2 more

Abstract read
In one paragraph

Article in Microorganisms, 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
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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

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

12 authors.

Pablo Jarrín-VInstituto Nacional de Biodiversidad, Quito 170506, Ecuador.ORCID 0000-0002-7431-0381
Julio C Carrión-OlmedoInstituto Nacional de Biodiversidad, Quito 170506, Ecuador.ORCID 0000-0002-4536-6052
Pamela LojánInstituto Nacional de Biodiversidad, Quito 170506, Ecuador.ORCID 0009-0003-7191-8548
Daniela Reyes-BarrigaInstituto Nacional de Biodiversidad, Quito 170506, Ecuador.ORCID 0009-0000-4981-9226
María LaraInstituto Nacional de Biodiversidad, Quito 170506, Ecuador.ORCID 0009-0002-9385-4293
Andrés OñaInstituto Nacional de Biodiversidad, Quito 170506, Ecuador.ORCID 0009-0007-9393-7175
Cristian Quiroz-MorenoDepartment of Horticulture and Crop Science, The Ohio State University, Columbus, OH 43210, USA.ORCID 0000-0002-9069-9147
Pablo CastillejoGrupo de Investigación en Biodiversidad, Medio Ambiente y Salud (BIOMAS), Universidad de Las Américas, Quito 170530, Ecuador.ORCID 0000-0001-9806-0877
Gabriela N TeneaBiofood and Nutraceutics Research and Development Group, Faculty of Engineering in Agricultural and Environmental Sciences, Universidad Técnica del Norte, Ibarra 100150, Ecuador.ORCID 0000-0001-7819-9679
Magdalena DíazFacultad de Ingeniería Química, Instituto de Investigación en Zoonosis-CIZ, Universidad Central del Ecuador, Quito 170129, Ecuador.ORCID 0009-0003-7519-4102
Pablo Monfort-LanzasInstitute of Integrative Systems Biology (I2SysBio), University of Valencia and CSIC, 46010 Valencia, Spain.ORCID 0000-0003-2589-3960
C Alfonso MolinaFacultad Medicina Veterinaria y Zootecnia, Instituto de Investigación en Zoonosis-CIZ, Universidad Central del Ecuador, Quito 170129, Ecuador.ORCID 0000-0003-3972-8528

Funding

National Institute of Biological Resources (NIBR) and the Korea International Cooperation Agency (KOICA) of the Republic of Korea NA
6 · The paper itself

Abstract

The Sumaco volcano in Ecuador, which has a distinct geological origin from the Andes and is located in the Amazon basin, offers an opportunity to study untouched microbiomes. We explored comparative patterns of abundance from predicted functional profiling in soil samples collected along the elevation and sulfur gradients on its slopes. Using 16S rRNA gene metabarcoding, we inferred metagenome functional profiles, contrasting sample groups by altitude or soil sulfur concentration. We inferred that high-altitude communities may have higher predicted abundance for anaerobic metabolism (crotonate fermentation), coenzyme B12 synthesis, and degradation of diverse carbon sources (sugars and octane). High-sulfur soils were associated with an inferred enrichment of pathways for degrading complex organic compounds and nitrogen metabolism, reflecting adaptation to unique geochemical conditions. In contrast, low-sulfur soils are consistent with a higher predicted abundance of glycerol degradation. Within the limitation imposed by the potential weak associations of the applied predicted functional profiling to actual gene content, we propose that the inferred metabolic changes represent different ecological strategies for resource acquisition, energy generation, and stress tolerance, and they are optimized for varying conditions in this unique volcanic ecosystem. Our findings highlight how environmental gradients shape soil microbiome functional diversity and offer insights into microbial adaptation in Sumaco's exceptional geochemistry within the Amazon. Further efforts linking functional predictions back to specific taxa will offer a complete ecological perspective of the microbiome exploration in the Sumaco volcano.

Indexed as

adaptationaltitudemetabolismmicrobiomePICRUSt2sulfurSumaco

Identifiers

PMID41597613
PMCPMC12843676

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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.