Single-nucleus multiomics unravels the genetic mechanisms underlying musk secretion in Chinese forest musk deer ( Moschus berezovskii) )

被引:0
作者
Liu, Chenmiao [1 ]
Hong, Tingting [1 ]
Yu, Lin [1 ]
Chen, Yuan [1 ]
Dong, Xianggui [1 ]
Ren, Zhanjun [1 ]
机构
[1] Northwest A&F Univ, Coll Anim Sci & Technol, Yangling 712100, Shaanxi, Peoples R China
关键词
Single-cell multiome ATAC plus gene expression; Chinese forest musk deer; Musk secretion; Genetic mechanism; BONE MORPHOGENETIC PROTEIN-6; CELL TRANSCRIPTOMES; DIFFERENTIATION; CONSERVATION; GONADOTROPIN; MARKERS; REVEAL; MOUSE;
D O I
10.1016/j.ijbiomac.2024.135050
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Musk secreted by the musk glands in male forest musk deer (FMD; Moschus berezovskii) ) is highly valued for its pharmaceutical and perfumery applications. However, the regulatory mechanisms underlying musk secretion are not well understood. This study aimed to investigate the genes and transcription factors involved in musk secretion across different periods and ages. We analyzed the musk glands of adult male FMD during the non- secretory and secretory periods, as well as juvenile and adult male FMD during the secretory period, using single-cell multiome ATAC+gene +gene expression technique. Our analysis identified 13 cell types, including acinar cells of Types 1 and 2. Chromatin accessibility analysis and gene expression data confirmed that the genes Map3k2, , Hsd17b12, , and Jun are critical for musk secretion. Additionally, EHF, NR4A2, and FOXO1 proteins play crucial regulatory roles. Weighted gene co-expression network analysis (WGCNA) highlighted the importance of GnRH signaling pathway in musk secretion. Gene set enrichment analysis (GSEA) showed that the steroid hormone biosynthesis pathway is notably enriched in acinar cells. Furthermore, intercellular communication appears to influence both the initiation and maintenance of musk secretion. These findings provide valuable insights into the molecular pathways of musk secretion in FMD, offering potential avenues for increasing musk production and developing treatment for inflammation and tumors.
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页数:15
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共 72 条
  • [1] [Anonymous], 2005, Qilu Pharm. Affairs
  • [2] Single-nucleus and single-cell transcriptomes compared in matched cortical cell types
    Bakken, Trygve E.
    Hodge, Rebecca D.
    Miller, Jeremy A.
    Yao, Zizhen
    Thuc Nghi Nguyen
    Aevermann, Brian
    Barkan, Eliza
    Bertagnolli, Darren
    Casper, Tamara
    Dee, Nick
    Garren, Emma
    Goldy, Jeff
    Graybuck, Lucas T.
    Kroll, Matthew
    Lasken, Roger S.
    Lathia, Kanan
    Parry, Sheana
    Rimorin, Christine
    Scheuermann, Richard H.
    Schork, Nicholas J.
    Shehata, Soraya I.
    Tieu, Michael
    Phillips, John W.
    Bernard, Amy
    Smith, Kimberly A.
    Zeng, Hongkui
    Lein, Ed S.
    Tasic, Bosiljka
    [J]. PLOS ONE, 2018, 13 (12):
  • [3] A Cellular Taxonomy of the Bone Marrow Stroma in Homeostasis and Leukemia
    Baryawno, Ninib
    Przybylski, Dariusz
    Kowalczyk, Monika S.
    Kfoury, Youmna
    Severe, Nicolas
    Gustafsson, Karin
    Kokkaliaris, Konstantinos D.
    Mercier, Francois
    Tabaka, Marcin
    Hofree, Matan
    Dionne, Danielle
    Papazian, Ani
    Lee, Dongjun
    Ashenberg, Orr
    Subramanian, Ayshwarya
    Vaishnav, Eeshit Dhaval
    Rozenblatt-Rosen, Orit
    Regev, Aviv
    Scadden, David T.
    [J]. CELL, 2019, 177 (07) : 1915 - +
  • [4] Differential androgen and estrogen substrates specificity in the mouse and primates type 12 17β-hydroxysteroid dehydrogenase
    Blanchard, Pierre-Gilles
    Luu-The, Van
    [J]. JOURNAL OF ENDOCRINOLOGY, 2007, 194 (02) : 449 - 455
  • [5] Integrating single-cell transcriptomic data across different conditions, technologies, and species
    Butler, Andrew
    Hoffman, Paul
    Smibert, Peter
    Papalexi, Efthymia
    Satija, Rahul
    [J]. NATURE BIOTECHNOLOGY, 2018, 36 (05) : 411 - +
  • [6] eggNOG-mapper v2: Functional Annotation, Orthology Assignments, and Domain Prediction at the Metagenomic Scale
    Cantalapiedra, Carlos P.
    Hernandez-Plaza, Ana
    Letunic, Ivica
    Bork, Peer
    Huerta-Cepas, Jaime
    [J]. MOLECULAR BIOLOGY AND EVOLUTION, 2021, 38 (12) : 5825 - 5829
  • [7] JASPAR 2022: the 9th release of the open-access database of transcription factor binding profiles
    Castro-Mondragon, Jaime A.
    Riudavets-Puig, Rafael
    Rauluseviciute, Ieva
    Lemma, Roza Berhanu
    Turchi, Laura
    Blanc-Mathieu, Romain
    Lucas, Jeremy
    Boddie, Paul
    Khan, Aziz
    Perez, Nicolas Manosalva
    Fornes, Oriol
    Leung, Tiffany Y.
    Aguirre, Alejandro
    Hammal, Fayrouz
    Schmelter, Daniel
    Baranasic, Damir
    Ballester, Benoit
    Sandelin, Albin
    Lenhard, Boris
    Vandepoele, Klaas
    Wasserman, Wyeth W.
    Parcy, Francois
    Mathelier, Anthony
    [J]. NUCLEIC ACIDS RESEARCH, 2022, 50 (D1) : D165 - D173
  • [8] Adrenomedullin in the rat testis. I: Its production, actions on testosterone secretion, regulation by human chorionic gonadotropin, and its interaction with endothelin 1 in the Leydig cell
    Chan, Yuen-Fan
    O, Wai-Sum
    Tang, Fai
    [J]. BIOLOGY OF REPRODUCTION, 2008, 78 (04) : 773 - 779
  • [9] High-throughput sequencing of the transcriptome and chromatin accessibility in the same cell
    Chen, Song
    Lake, Blue B.
    Zhang, Kun
    [J]. NATURE BIOTECHNOLOGY, 2019, 37 (12) : 1452 - +
  • [10] Association of Interferon- and Transforming Growth Factor β-Regulated Genes and Macrophage Activation With Systemic Sclerosis-Related Progressive Lung Fibrosis
    Christmann, Romy B.
    Sampaio-Barros, Percival
    Stifano, Giuseppina
    Borges, Claudia L.
    de Carvalho, Carlos R.
    Kairalla, Ronaldo
    Parra, Edwin R.
    Spira, Avrum
    Simms, Robert
    Capellozzi, Vera L.
    Lafyatis, Robert
    [J]. ARTHRITIS & RHEUMATOLOGY, 2014, 66 (03) : 714 - 725