Evidence map›Paper›PMID 41696223›Full record

ArticleACS omega2026

Semiautomated Monitoring of Longitudinal Microbial Metabolic Dynamics: A Study Case for Lignin Degradation.

João Vítor Guimarães Ferreira, Gabriel Santos Arini, Tiago Cabral Borelli, Isabela Victorino da Silva Amatto, Winner Duque Rodrigues, Igor Sepulveda Rodrigues, Nathália Gonsales da Rosa-Garzon, Izabel Cristina Casanova Turatti, Henrique Marcel Yudi de Oliveira Tsuji, Iasmin Cartaxo Taveira and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in ACS omega, 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

14 authors.

João Vítor Guimarães FerreiraSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.ORCID https://orcid.org/0000-0003-0340-138X
Gabriel Santos AriniSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Tiago Cabral BorelliSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Isabela Victorino da Silva AmattoSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Winner Duque RodriguesSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.ORCID https://orcid.org/0000-0001-7760-7060
Igor Sepulveda RodriguesSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Nathália Gonsales da Rosa-GarzonFaculty of Philosophy, Sciences and Letters at Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Izabel Cristina Casanova TurattiSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Henrique Marcel Yudi de Oliveira TsujiSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Iasmin Cartaxo TaveiraRibeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Livia Soares ZaramelaRibeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.
Norberto Peporine LopesSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.ORCID https://orcid.org/0000-0002-8159-3658
Hamilton CabralSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.ORCID https://orcid.org/0000-0002-7365-1694
Ricardo Roberto da SilvaSchool of Pharmaceutical Sciences of Ribeirão Preto, University of São Paulo, Ribeirão Preto, São Paulo 14040-900, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study introduces a low-cost, open-source, semiautomated bioreactor system, developed using Arduino and Raspberry Pi, for longitudinal microbial culture studies. The system protocol includes detailed instructions for custom-designed components, specifications for easily purchasable parts, and open-source code for a web-based control interface. It was validated for sterility and tested in a case study involving the cultivation of

Identifiers

PMID41696223
PMCPMC12903019

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.