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An integrated single-cell analysis of human adrenal cortex development
Ignacio del Valle, … , Sam Behjati, John C. Achermann
Ignacio del Valle, … , Sam Behjati, John C. Achermann
Published June 6, 2023
Citation Information: JCI Insight. 2023;8(14):e168177. https://doi.org/10.1172/jci.insight.168177.
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Research Research Article Development Endocrinology

An integrated single-cell analysis of human adrenal cortex development

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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.

Authors

Ignacio del Valle, Matthew D. Young, Gerda Kildisiute, Olumide K. Ogunbiyi, Federica Buonocore, Ian C. Simcock, Eleonora Khabirova, Berta Crespo, Nadjeda Moreno, Tony Brooks, Paola Niola, Katherine Swarbrick, Jenifer P. Suntharalingham, Sinead M. McGlacken-Byrne, Owen J. Arthurs, Sam Behjati, John C. Achermann

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Figure 1

Study design, adrenal development, and transcriptome analysis.

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Study design, adrenal development, and transcriptome analysis.
(A) Overv...
(A) Overview of the study design for generating bulk transcriptomes (bulk RNA-Seq), single-cell mRNA transcriptomes (scRNA-Seq), spatial transcriptomics, micro-CT (micro-focus computed tomography), and histology/immunohistochemistry. Stages are shown as weeks (w) and days (d) postconception (pc). (B) Growth curve of the adrenal gland between 7 weeks postconception and 2 days (7wpc+2d) and 20wpc (n = 36). Data for single glands are shown. (C) Photographs of adrenal glands (10% formalin) at 6wpc+6d (left, scale bar: 300 μm) and 16wpc (right, scale bar: 3 mm) to show marked growth and anatomical changes. (D) Micro-CT surface image of the adrenal gland at 17wpc showing the anterior sulcus and vascularization (maximum dimension, 15 mm). (E) Principal component analysis (PCA) of bulk transcriptome data for adrenal glands at 7wpc (n = 8), 8wpc (n = 8), 9wpc (n = 8), and 11.5wpc (n = 8) and control tissues (n = 14, from 8 different tissues) as indicated. (F) Volcano plot showing differential gene expression of genes in the bulk transcriptome adrenal gland data set (total n = 32) compared with controls (n = 14). Selected highly differentially expressed adrenal genes are indicated. (G) Uniform manifold approximation and projection (UMAP) of scRNA-Seq transcriptome data from 4 adrenal glands (6w, 6wpc+6d, 8wpc+5d, 19w) with the major different cell populations annotated (6wpc, n = 3,047 cells; 6wpc+6d, n = 2,650 cells; 8wpc+5d, n = 23,313 cells; 19wpc, n = 15,348 cells). (H) Relative proportion of mesenchyme and vascular endothelial cells in the adrenal gland at each time point studied. (I) Feature plot showing expression of FLT1 (encoding vascular endothelial growth factor receptor 1, VEGFR1) in the vascular endothelial cluster (see G for annotation). (J) Micro-CT (17wpc) to show the extensive surface vascular network on the inferior surface of the gland (maximum dimension, 15 mm).

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