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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 4

Expression of transcription factors during human adrenal cortex development.

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Expression of transcription factors during human adrenal cortex developm...
(A) Venn diagram showing the overlap of differentially expressed transcription factors in the scRNA-Seq data set at each age. Differential expression was defined as being enriched in the adrenal cortex cluster compared with all other clusters in the whole adrenal sample at each age (log2FC > 0.25, padj < 0.05). A core group of 17 transcription factors common to all ages was identified. (B) Heatmap showing relative expression of these 17 transcription factors at each age in the scRNA-Seq data set. (C) Feature plots showing expression of these 17 transcription factors in adrenal cortex clusters (for annotation, see Figure 3C). (D) Spatial transcriptomic spot plot expression of the key nuclear receptors, NR0B1 (also known as DAX-1) and NR5A1 (also known as steroidogenic factor-1, SF-1) at 7wpc+4d. (E) Scatterplots of expression of NR5A1 in individual adrenal cortex single cells (scRNA-Seq) compared with NR0B1 (6wpc, 6wpc+5d, 19wpc).

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