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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 7

Imprinted genes in human adrenal development.

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Imprinted genes in human adrenal development.
(A) Venn diagram showing t...
(A) Venn diagram showing the 15 imprinted genes (non-placental-specific) that are differentially expressed in the adrenal cortex cluster (bulk RNA-Seq adrenal > control, log2FC > 1.5, padj < 0.05). (B) Violin plots (normalized counts) of bulk RNA-Seq expression of several key imprinted genes in the adrenal gland (n = 32) compared with control tissues (n = 14). (C) Dot plot of key differentially expressed imprinted genes in different scRNA-Seq clusters of the developing human adrenal gland. (D) Violin plots showing time series bulk RNA-Seq expression of key imprinted factors in the developing human adrenal gland (n = 8 at each stage). (E) Heatmap of the expression of key imprinted genes in different clusters of the adrenal cortex at 19wpc (see Figure 6F). (F) UMAP of adrenal cortex subclusters at 19wpc. (G) Spatial transcriptomic spot plot (7wpc+4d) of paternally expressed gene 3 (PEG3) showing strong expression, especially in the central FZ. (H) Feature plots of 6 key paternally expressed (maternally imprinted) genes in the adrenal cortex (19wpc). (I) Feature plot of 3 key maternally expressed (paternally imprinted) genes in the adrenal cortex (19wpc).

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