Evidence map›Paper›PMID 41951678›Full record

ArticleScientific data2026

De-novo assembly of 82 bacterial genomes using Nanopore sequencing and prediction of biosynthetic capacity.

Dimitra Basdani, Sokratis Zekkas, Athanasios Kylonis, Dimosthenis Tzimotoudis, Giannoulis Fakis, Tamás Felföldi, Károly Márialigeti, Sotiria Boukouvala

Abstract readDataset
In one paragraph

Article in Scientific data, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

8 authors.

Dimitra Basdani *Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece.
Sokratis Zekkas *Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece.
Athanasios KylonisDepartment of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece.
Dimosthenis TzimotoudisDepartment of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece.
Giannoulis FakisDepartment of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece.
Tamás FelföldiDepartment of Microbiology, ELTE Eötvös Loránd University, Budapest, Hungary.ORCID 0000-0003-2009-2478
Károly MárialigetiDepartment of Microbiology, ELTE Eötvös Loránd University, Budapest, Hungary.
Sotiria BoukouvalaDepartment of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece. sboukouv@mbg.duth.gr.

Funding

Magyar Tudományos Akadémia (Hungarian Academy of Sciences) FFT NP FTA
6 · The paper itself

Abstract

Historically, antibiotic development has been driven by research into secondary metabolism which is responsible for the biosynthesis of so-called natural products. This research has been revolutionized by our growing capacity to rapidly generate and analyze prokaryotic genome sequences, facilitating the identification of biosynthetic gene clusters (BGCs) involved in secondary metabolism. We present the genomic analysis of 82 bacterial isolates from our collection, covering a broad taxonomic spectrum. The bulk of analyzed isolates belong to the actinobacterial class of Actinomycetes, known for their remarkable ability to generate antimicrobial compounds with diverse chemistries. Whole genome sequencing was performed using the Oxford Nanopore technology and the majority of assembled sequences exhibit over 90% gene completeness, enabling reliable functional annotation. Genome mining analyses revealed variability in BGC content across different phyla, confirming isolates in the Streptomyces genus as preeminent producers of secondary metabolites. Utilization of the current dataset holds potential not only for the elucidation of the bacterial biosynthetic machinery, but also for phylogenetic comparison and biotechnological exploitation of the isolates under study.

Indexed as

ActinobacteriaGenome, BacterialNanopore SequencingMultigene FamilyPhylogenySecondary Metabolism

Identifiers

PMID41951678
PMCPMC13237243

What OpenQuestion holds

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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.