Evidence map›Paper›PMID 37440461›Full record

ArticleJCI insight2023

An integrated single-cell analysis of human adrenal cortex development.

Ignacio Del Valle, Matthew D Young, Gerda Kildisiute, Olumide K Ogunbiyi, Federica Buonocore, Ian C Simcock, Eleonora Khabirova, Berta Crespo, Nadjeda Moreno, Tony Brooks and 7 more

Open access · goldAbstract read
In one paragraph

Article in JCI insight, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
4.2field-weighted citation impact, top 5% of its field
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

12 citing papers in PubMed, 21 citations in OpenAlex.

  1. Article
  2. Mapping of sex hormones in the testicular vein of healthy men.The Journal of clinical endocrinology and metabolism · 2026
    Article
  3. Glucocorticoid trajectories in preterm infants-born too soon, wired differently.The Journal of clinical endocrinology and metabolism · 2026
    Article
  4. OCT4 and NANOG are involved in adrenocortical tumorigenesis.Archives of endocrinology and metabolism · 2026
    Article
  5. Article
  6. Adrenocortical stem cells in health and disease.Nature reviews. Endocrinology · 2025
    Review
  7. Article
  8. Article
  9. Observational
  10. Review
  11. Article
  12. Review
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

17 authors at 5 institutions in 1 country.

Ignacio Del ValleGenetics and Genomic Medicine Research and Teaching Department, University College London (UCL) Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Matthew D YoungWellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom.
Gerda KildisiuteWellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom.
Olumide K OgunbiyiDepartment of Histopathology, Great Ormond Street Hospital for Children National Health Service (NHS) Foundation Trust, London, United Kingdom.
Federica BuonocoreGenetics and Genomic Medicine Research and Teaching Department, University College London (UCL) Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Ian C SimcockDepartment of Clinical Radiology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, United Kingdom.
Eleonora KhabirovaWellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom.
Berta CrespoDevelopmental Biology and Cancer Research and Teaching Department, UCL Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Nadjeda MorenoDevelopmental Biology and Cancer Research and Teaching Department, UCL Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Tony BrooksUCL Genomics, Zayed Centre for Research, UCL Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Paola NiolaUCL Genomics, Zayed Centre for Research, UCL Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Katherine SwarbrickDepartment of Histopathology, Great Ormond Street Hospital for Children National Health Service (NHS) Foundation Trust, London, United Kingdom.
Jenifer P SuntharalinghamGenetics and Genomic Medicine Research and Teaching Department, University College London (UCL) Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Sinead M McGlacken-ByrneGenetics and Genomic Medicine Research and Teaching Department, University College London (UCL) Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Owen J ArthursDepartment of Clinical Radiology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, United Kingdom.
Sam BehjatiWellcome Sanger Institute, Wellcome Genome Campus, Hinxton, United Kingdom.
John C AchermannGenetics and Genomic Medicine Research and Teaching Department, University College London (UCL) Great Ormond Street Institute of Child Health, UCL, London, United Kingdom.
Great Ormond Street Hospital · GBWellcome Sanger Institute · GBCRUK Lung Cancer Centre of Excellence · GBGreat Ormond Street Hospital for Children NHS Foundation Trust · GBUniversity of Cambridge · GB

Funding

Medical Research Council MR/R002118/1Medical Research Council MR/R006237/1Wellcome Trust
6 · The paper itself

Abstract

The adrenal glands synthesize and release essential steroid hormones such as cortisol and aldosterone, but many aspects of human adrenal gland development are not well understood. Here, we combined single-cell and bulk RNA sequencing, spatial transcriptomics, IHC, and micro-focus computed tomography to investigate key aspects of adrenal development in the first 20 weeks of gestation. We demonstrate rapid adrenal growth and vascularization, with more cell division in the outer definitive zone (DZ). Steroidogenic pathways favored androgen synthesis in the central fetal zone, but DZ capacity to synthesize cortisol and aldosterone developed with time. Core transcriptional regulators were identified, with localized expression of HOPX (also known as Hop homeobox/homeobox-only protein) in the DZ. Potential ligand-receptor interactions between mesenchyme and adrenal cortex were seen (e.g., RSPO3/LGR4). Growth-promoting imprinted genes were enriched in the developing cortex (e.g., IGF2, PEG3). These findings reveal aspects of human adrenal development and have clinical implications for understanding primary adrenal insufficiency and related postnatal adrenal disorders, such as adrenal tumor development, steroid disorders, and neonatal stress.

Indexed as

Adrenal CortexAldosteroneAdrenal GlandsHomeodomain ProteinsHumansHydrocortisoneInfant, NewbornSteroidsAldosteroneHomeodomain ProteinsHydrocortisoneSteroidsDevelopmentEmbryonic developmentEndocrinologyGenetic diseasesTranscription

Identifiers

PMID37440461
PMCPMC10443814
OpenAlexW4384277093

What OpenQuestion 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 OpenQuestion graph.