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Hauptverfasser: Ibanco-Cañete, Ricardo, Carbonell-Garzón, Estela, Amorós-Trujillo, Sergio, Sanchez-Jerez, Pablo, Marhuenda Egea, Frutos Carlos
Format: Artículo científico
Sprache:en
Veröffentlicht: Metabolites 2026
Online-Zugang:https://pubmed.ncbi.nlm.nih.gov/41893360/
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author Ibanco-Cañete, Ricardo
Carbonell-Garzón, Estela
Amorós-Trujillo, Sergio
Sanchez-Jerez, Pablo
Marhuenda Egea, Frutos Carlos
author_facet Ibanco-Cañete, Ricardo
Carbonell-Garzón, Estela
Amorós-Trujillo, Sergio
Sanchez-Jerez, Pablo
Marhuenda Egea, Frutos Carlos
Ibanco-Cañete, Ricardo
Carbonell-Garzón, Estela
Amorós-Trujillo, Sergio
Sanchez-Jerez, Pablo
Marhuenda Egea, Frutos Carlos
collection PubMed - marine biology
contents Sex-Driven Variation in Polar Metabolites and Lipid Motifs of Gonads Profiled by H NMR. Ibanco-Cañete, Ricardo Carbonell-Garzón, Estela Amorós-Trujillo, Sergio Sanchez-Jerez, Pablo Marhuenda Egea, Frutos Carlos Sea urchin gonads ("roe") are a valuable seafood product and a chemically complex matrix whose composition varies with physiology and environment. We present a biphasic extraction and H NMR workflow to build a reusable reference inventory of polar metabolites and apolar lipid features in Paracentrotus lividus. Gonads from 37 adults (23 males, 14 females) collected at two sites (Alicante and Jávea-Dénia, Spain; October 2024) were lyophilized, extracted with methanol/chloroform/water, and analyzed by 400 MHz H NMR in buffered aqueous solution (polar) and CDCl (apolar). Polar metabolite identification combined 1D patterns with database matching and H-C HSQC confirmation on representative samples, yielding 71 annotated resonances corresponding to 37 metabolites spanning amino acids, osmolytes/quaternary amines, carbohydrates/aminosugars, and nucleoside/purine-related compounds. Polar fingerprints enabled supervised modelling: PLS-LDA separated sexes with low cross-validated error, and SPA/COSS ranking highlighted glycine, alanine, creatine and osmolyte-associated signals as key discriminants; pathway mapping supported the enrichment of amino-acid and one-carbon/purine networks. Apolar spectra were annotated at the motif level and used for lipid-index estimation, indicating substantial unsaturation but low docosahexaenoic acid (DHA) and modest sex effects. The curated peak lists and reporting framework facilitate reproducible NMR annotation and future comparative studies of gonads.
format Artículo científico
id pubmed_41893360
institution PubMed
language en
publishDate 2026
publisher Metabolites
record_format pubmed
spellingShingle Sex-Driven Variation in Polar Metabolites and Lipid Motifs of Gonads Profiled by H NMR.
Ibanco-Cañete, Ricardo
Carbonell-Garzón, Estela
Amorós-Trujillo, Sergio
Sanchez-Jerez, Pablo
Marhuenda Egea, Frutos Carlos
Sex-Driven Variation in Polar Metabolites and Lipid Motifs of Gonads Profiled by H NMR. Ibanco-Cañete, Ricardo Carbonell-Garzón, Estela Amorós-Trujillo, Sergio Sanchez-Jerez, Pablo Marhuenda Egea, Frutos Carlos Sea urchin gonads ("roe") are a valuable seafood product and a chemically complex matrix whose composition varies with physiology and environment. We present a biphasic extraction and H NMR workflow to build a reusable reference inventory of polar metabolites and apolar lipid features in Paracentrotus lividus. Gonads from 37 adults (23 males, 14 females) collected at two sites (Alicante and Jávea-Dénia, Spain; October 2024) were lyophilized, extracted with methanol/chloroform/water, and analyzed by 400 MHz H NMR in buffered aqueous solution (polar) and CDCl (apolar). Polar metabolite identification combined 1D patterns with database matching and H-C HSQC confirmation on representative samples, yielding 71 annotated resonances corresponding to 37 metabolites spanning amino acids, osmolytes/quaternary amines, carbohydrates/aminosugars, and nucleoside/purine-related compounds. Polar fingerprints enabled supervised modelling: PLS-LDA separated sexes with low cross-validated error, and SPA/COSS ranking highlighted glycine, alanine, creatine and osmolyte-associated signals as key discriminants; pathway mapping supported the enrichment of amino-acid and one-carbon/purine networks. Apolar spectra were annotated at the motif level and used for lipid-index estimation, indicating substantial unsaturation but low docosahexaenoic acid (DHA) and modest sex effects. The curated peak lists and reporting framework facilitate reproducible NMR annotation and future comparative studies of gonads.
title Sex-Driven Variation in Polar Metabolites and Lipid Motifs of Gonads Profiled by H NMR.
url https://pubmed.ncbi.nlm.nih.gov/41893360/