Evidence map›Paper›PMID 41068133›Full record

ArticleScientific data2025

Multiomics analysis of the Silkworm cocoon shell.

Panagiota Fragkou, Ioannis Martakos, Georgia Rouni, Demetrios Vasilakos, Evangelos Koutsoukos, Alesssio Saviane, Silvia Cappellozza, Nikolaos S Thomaidis, Marios G Kostakis, Martina Samiotaki and 3 more

Abstract readDataset
In one paragraph

Article in Scientific data, 2025. 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

13 authors.

Panagiota FragkouDepartment of Biology, National and Kapodistrian University of Athens, Panepistimioupoli Zografou, Athens, 15784, Greece.ORCID 0009-0006-9231-9650
Ioannis MartakosDepartment of Chemistry, National and Kapodistrian University of Athens, Panepistimiopolis Zographou, Athens, 15771, Greece.
Georgia RouniInstitute for Bio-Innovation, BSRC "Alexander Fleming", 16672, Vari, Greece.
Demetrios VasilakosDepartment of Biology, National and Kapodistrian University of Athens, Panepistimioupoli Zografou, Athens, 15784, Greece.
Evangelos KoutsoukosDepartment of Biology, National and Kapodistrian University of Athens, Panepistimioupoli Zografou, Athens, 15784, Greece.
Alesssio SavianeCouncil for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Sericulture Laboratory of Padova, Padova, Italy.
Silvia CappellozzaCouncil for Agricultural Research and Economics, Research Centre for Agriculture and Environment, Sericulture Laboratory of Padova, Padova, Italy.
Nikolaos S ThomaidisDepartment of Chemistry, National and Kapodistrian University of Athens, Panepistimiopolis Zographou, Athens, 15771, Greece.ORCID 0000-0002-4624-4735
Marios G KostakisDepartment of Chemistry, National and Kapodistrian University of Athens, Panepistimiopolis Zographou, Athens, 15771, Greece.
Martina SamiotakiInstitute for Bio-Innovation, BSRC "Alexander Fleming", 16672, Vari, Greece.
Sotiris KotsiantisDepartment of Mathematics, University of Patras, 26504, Patras, Greece.
Mariana BarcenasMetabolomics Core Facility, EMBL Heidelberg, Meyerhofstraße 1, 69117, Heidelberg, Germany. mariana.barcenas@embl.de.
Skarlatos G DedosDepartment of Biology, National and Kapodistrian University of Athens, Panepistimioupoli Zografou, Athens, 15784, Greece. sdedos@biol.uoa.gr.ORCID 0000-0002-0432-338X

Funding

National Metabolomics Data Repository - nextgen Metabolomics WorkbenchU2CDK119886 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SUBRAMANIAM, SHANKAR · 2018 to 2021
$12.7M
Biomedical Data Commons Workbench (BDCW)OT2OD030544 · OD · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SUBRAMANIAM, SHANKAR · 2020 to 2024
$3.2M
EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101095188NIDDK NIH HHS U2C DK119886NIH HHS OT2 OD030544
6 · The paper itself

Abstract

In this study we combined phenomics, proteomics, metabolomics and lipidomics analyses of historical and contemporary Bombyx mori cocoon shells to case-study the human-driven introduction and diversification of this species in Europe. Prompted by recent findings on the genomic variability that underlies the ancestry and cocoon shell colour of this species, we carried out optical and fluorescence imaging analysis of 148 cocoons shells to identify overt and covert phenotypic traits and employed LC-MS/MS analyses protocols for 80 cocoon shell samples to identify that the cocoon shell of this species contains on average 98 ± 13 (Mean ± SD) proteins, while we identified 141 metabolites and 981 lipids. We validated these generated datasets through multiple validation protocols, through a series of dimensionality reduction methods and clustering algorithms and through narratives from historical archives and manuscripts. Our multiomics datasets provide a valuable foundation for advancing further exploitations of silkworm cocoon shells in multiple scientific perspectives.

Indexed as

Animal ShellsBombyxAnimalsLipidomicsMetabolomicsMultiomicsPhenomicsProteomics

Identifiers

PMID41068133
PMCPMC12511437

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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 OpenQuestion graph.