Hui Wang, Ben Maggard, Huifei Sophia Zheng, Yuan Kang, Chen-Che Jeff Huang
{"title":"转录组轨迹揭示了小鼠肾上腺的性别和年龄依赖性变化。","authors":"Hui Wang, Ben Maggard, Huifei Sophia Zheng, Yuan Kang, Chen-Che Jeff Huang","doi":"10.1111/acel.70169","DOIUrl":null,"url":null,"abstract":"<p>In both humans and mice, the adrenal gland is a sexually dimorphic organ, but the extent of this diversity throughout development remains unclear. Here, we analyzed the mouse adrenal gland transcriptome at postnatal days 0, 7, 15, 21, 28, 35, and 49 to uncover its transcriptomic trajectory. Sex-dependent differences, indicated by the number of differentially expressed genes, gradually increase over time. Two Y-linked genes are consistently expressed in male adrenal glands, suggesting that factors beyond sex hormones may contribute to adrenal sexual dimorphism. Genes involved in steroidogenesis, cholesterol synthesis, and catecholamine synthesis exhibit sex- and age-dependent differential expression. Weighted gene co-expression network analysis (WGCNA) identified many genes with known zone-specific adrenal expression, including <i>Akr1c18</i>, <i>Pik3c2g</i>, <i>Cyp2f2</i>, <i>Dhcr24</i>, <i>Thrb</i>, and <i>Spp1</i>, clustering within the same module. FRZB, a WNT inhibitor, was also part of this module, exhibiting sex- and age-dependent expression. Immunostaining confirmed that FRZB is specifically expressed in the inner cortex, aligning with other inner cortex markers. Additionally, heatmap analysis revealed that many WNT downstream genes show age-dependent increases in expression in males, corresponding to progressively lower <i>Frzb</i> levels, suggesting a regulatory role for <i>Frzb</i> in adrenal sexual dimorphism. Furthermore, collagen-related genes were highlighted in the clustered heatmap of all differentially expressed genes due to their gradual decrease in expression over time. These observations suggest that this comprehensive dataset not only enhances our understanding of adrenal development and sexual dimorphism, aids in identifying novel marker genes for specific adrenal cell types, but also holds potential for contributing to aging research.</p>","PeriodicalId":55543,"journal":{"name":"Aging Cell","volume":"24 10","pages":""},"PeriodicalIF":7.1000,"publicationDate":"2025-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/acel.70169","citationCount":"0","resultStr":"{\"title\":\"The Transcriptome Trajectory Reveals Sex- and Age-Dependent Changes in the Mouse Adrenal Gland\",\"authors\":\"Hui Wang, Ben Maggard, Huifei Sophia Zheng, Yuan Kang, Chen-Che Jeff Huang\",\"doi\":\"10.1111/acel.70169\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>In both humans and mice, the adrenal gland is a sexually dimorphic organ, but the extent of this diversity throughout development remains unclear. Here, we analyzed the mouse adrenal gland transcriptome at postnatal days 0, 7, 15, 21, 28, 35, and 49 to uncover its transcriptomic trajectory. Sex-dependent differences, indicated by the number of differentially expressed genes, gradually increase over time. Two Y-linked genes are consistently expressed in male adrenal glands, suggesting that factors beyond sex hormones may contribute to adrenal sexual dimorphism. Genes involved in steroidogenesis, cholesterol synthesis, and catecholamine synthesis exhibit sex- and age-dependent differential expression. Weighted gene co-expression network analysis (WGCNA) identified many genes with known zone-specific adrenal expression, including <i>Akr1c18</i>, <i>Pik3c2g</i>, <i>Cyp2f2</i>, <i>Dhcr24</i>, <i>Thrb</i>, and <i>Spp1</i>, clustering within the same module. FRZB, a WNT inhibitor, was also part of this module, exhibiting sex- and age-dependent expression. Immunostaining confirmed that FRZB is specifically expressed in the inner cortex, aligning with other inner cortex markers. Additionally, heatmap analysis revealed that many WNT downstream genes show age-dependent increases in expression in males, corresponding to progressively lower <i>Frzb</i> levels, suggesting a regulatory role for <i>Frzb</i> in adrenal sexual dimorphism. Furthermore, collagen-related genes were highlighted in the clustered heatmap of all differentially expressed genes due to their gradual decrease in expression over time. These observations suggest that this comprehensive dataset not only enhances our understanding of adrenal development and sexual dimorphism, aids in identifying novel marker genes for specific adrenal cell types, but also holds potential for contributing to aging research.</p>\",\"PeriodicalId\":55543,\"journal\":{\"name\":\"Aging Cell\",\"volume\":\"24 10\",\"pages\":\"\"},\"PeriodicalIF\":7.1000,\"publicationDate\":\"2025-07-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1111/acel.70169\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Aging Cell\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1111/acel.70169\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Biochemistry, Genetics and Molecular Biology\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aging Cell","FirstCategoryId":"99","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1111/acel.70169","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Biochemistry, Genetics and Molecular Biology","Score":null,"Total":0}
The Transcriptome Trajectory Reveals Sex- and Age-Dependent Changes in the Mouse Adrenal Gland
In both humans and mice, the adrenal gland is a sexually dimorphic organ, but the extent of this diversity throughout development remains unclear. Here, we analyzed the mouse adrenal gland transcriptome at postnatal days 0, 7, 15, 21, 28, 35, and 49 to uncover its transcriptomic trajectory. Sex-dependent differences, indicated by the number of differentially expressed genes, gradually increase over time. Two Y-linked genes are consistently expressed in male adrenal glands, suggesting that factors beyond sex hormones may contribute to adrenal sexual dimorphism. Genes involved in steroidogenesis, cholesterol synthesis, and catecholamine synthesis exhibit sex- and age-dependent differential expression. Weighted gene co-expression network analysis (WGCNA) identified many genes with known zone-specific adrenal expression, including Akr1c18, Pik3c2g, Cyp2f2, Dhcr24, Thrb, and Spp1, clustering within the same module. FRZB, a WNT inhibitor, was also part of this module, exhibiting sex- and age-dependent expression. Immunostaining confirmed that FRZB is specifically expressed in the inner cortex, aligning with other inner cortex markers. Additionally, heatmap analysis revealed that many WNT downstream genes show age-dependent increases in expression in males, corresponding to progressively lower Frzb levels, suggesting a regulatory role for Frzb in adrenal sexual dimorphism. Furthermore, collagen-related genes were highlighted in the clustered heatmap of all differentially expressed genes due to their gradual decrease in expression over time. These observations suggest that this comprehensive dataset not only enhances our understanding of adrenal development and sexual dimorphism, aids in identifying novel marker genes for specific adrenal cell types, but also holds potential for contributing to aging research.
期刊介绍:
Aging Cell, an Open Access journal, delves into fundamental aspects of aging biology. It comprehensively explores geroscience, emphasizing research on the mechanisms underlying the aging process and the connections between aging and age-related diseases.