Evidence map›Paper›PMID 41688582›Full record

ArticleScientific reports2026

Exploring the underlying gene expression profiles of differences of sex development phenotypes through transcriptome analysis.

Helena Fabbri-Scallet, Verónica Calonga-Solís, Gil Guerra-Júnior, Maricilda Palandi de Mello, Andréa Trevas Maciel-Guerra, Márcio Lopes Miranda, Arthur Antolini-Tavares, Hauke Busch, Axel Künstner, Ralf Werner and 1 more

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Helena Fabbri-ScalletCenter for Molecular Biology and Genetic Engineering, State University of Campinas, São Paulo, Brazil. hfs@unicamp.br.
Verónica Calonga-SolísDepartment of Biological Sciences, The University of North Carolina at Charlotte, Charlotte, NC, USA.
Gil Guerra-JúniorPostgraduate Program in Child and Adolescent Health, School of Medical Sciences, State University of Campinas, São Paulo, Brazil.
Maricilda Palandi de MelloCenter for Molecular Biology and Genetic Engineering, State University of Campinas, São Paulo, Brazil.
Andréa Trevas Maciel-GuerraDepartment of Medical Genetics and Genomics Medicine, School of Medical Sciences, State University of Campinas, São Paulo, Brazil.
Márcio Lopes MirandaPediatric Surgery Department, School of Medical Sciences, State University of Campinas, São Paulo, Brazil.
Arthur Antolini-TavaresDepartament of Pathology, School of Medical Sciences, State University of Campinas, São Paulo, Brazil.
Hauke BuschMedical Systems Biology Division, Lübeck Institute of Experimental Dermatology, University of Lübeck, Lübeck, Germany.
Axel KünstnerMedical Systems Biology Division, Lübeck Institute of Experimental Dermatology, University of Lübeck, Lübeck, Germany.
Ralf WernerDepartment of Paediatric and Adolescent Medicine, Division of Paediatric Endocrinology and Diabetes, University of Lübeck, Lübeck, Germany.
Olaf HiortDepartment of Paediatric and Adolescent Medicine, Division of Paediatric Endocrinology and Diabetes, University of Lübeck, Lübeck, Germany.

Funding

Deutsche Forschungsgemeinschaft CRC-1665 -515637292Fundação de Amparo à Pesquisa do Estado de São Paulo 2019/26382-3Fundação de Amparo à Pesquisa do Estado de São Paulo 2020/13421-8
6 · The paper itself

Abstract

Differences of sex development (DSD) comprise a heterogeneous group of conditions involving atypical chromosomal, gonadal, or anatomical sex. While genetic causes have been extensively studied, transcriptional programs underlying human gonadal differentiation remain poorly understood. In this study, we performed transcriptome profiling of gonadal tissue from 11 individuals with DSD and compared them to developmental stage-matched control samples from public datasets. Dimensionality reduction using sex-differentiation genes revealed that DSD samples do not align with typical male or female transcriptomes. Instead, they occupy an intermediate transcriptional space, reflecting varying degrees of masculinization or feminization, independent of chromosomal sex. Key sex-determining genes showed different expression in DSD samples, with reduced ovarian markers and dysregulated testicular factors. In 46,XY DSD individuals, testis-specific pathways, especially those related to spermatogenesis, cell proliferation, and metabolism, were downregulated. In contrast, 46,XX DSD samples exhibited a mixed expression profile, activating both testicular and ovarian gene programs, aligning with their variable histological features. These results suggest that gonadal identity in DSD is defined by a transcriptional range rather than a binary model. This is the first study to characterize gene expression directly in gonadal tissue from DSD patients, providing new insights into the molecular complexity of human sex development.

Indexed as

Disorders of Sex DevelopmentGene Expression ProfilingSexual DevelopmentTranscriptomeFemaleGene Expression Regulation, DevelopmentalHumansMaleOvaryPhenotypeSex DifferentiationTestisDifferences of sex development (DSD)Gonadal dysgenesisOvotesticular DSDRNA-seqTranscriptomics

Identifiers

PMID41688582
PMCPMC12982596

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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.