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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, Paola Niola, Katherine Swarbrick, Jenifer P. Suntharalingham, Sinead M. McGlacken-Byrne, Owen J. Arthurs, Sam Behjati, John C. Achermann
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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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 5

HOPX is a potentially novel DZ factor.

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HOPX is a potentially novel DZ factor.
(A) HOPX expression (normalized c...
(A) HOPX expression (normalized counts) in the human developing adrenal gland (combined adrenal gland samples, bulk RNA-Seq, n = 32) compared with controls (n = 14). (B) Feature plot of HOPX expression in the adrenal cortex clusters (for annotation, see Figure 1G). (C) Spatial transcriptomic spot plot showing DZ expression of HOPX at 7wpc+4d. Msc, mesenchyme. (D) Immunohistochemistry showing expression of HOPX in the DZ at late 6wpc between the layer of outer Msc and inner adrenal FZ. Scale: 20 μm. (E) Immunohistochemistry showing representative DZ expression of HOPX at each stage. Scales: all 50 μm. (F) Feature plots of HOPX expression in the adrenal cortex cluster at 2 different ages (8wpc+5d, 19wpc) compared with the DZ marker NOV. (G) UMAP of key cortex clusters at 19wpc. (H) Dot plot of the top differentially expressed genes in cluster 0 compared with other clusters at 19wpc. (I) Dual-labeled IHC of HOPX expression (brown) and NOV (magenta). Scales: 250 μm, upper panel; 50 μm, center panel; 20 μm, lower panel.

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