Transcriptomic analysis to identify genes associated with hypothalamus vulnerability in aging mice with cognitive decline

被引:2
|
作者
Tian, Xiaofeng [1 ]
Zhao, Zhixing [1 ]
Zhao, Jing [1 ]
Su, Dongmei [2 ]
He, Bin [2 ]
Shi, Cuige [2 ,3 ]
Shi, Ying [1 ]
机构
[1] Zhengzhou Univ, Affiliated Hosp 3, Dept Clin Lab, 7 Kangfu Front St, Zhengzhou 450052, Peoples R China
[2] Natl Res Inst Family Planning, NHC Key Lab Reprod Hlth Engn Technol Res, Beijing, Peoples R China
[3] Natl Res Inst Family Planning, 12 Dahuisi Rd, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
aging; cognition; RNA-seq; hypothalamus; differentially expressed genes; ALZHEIMERS-DISEASE; DOPAMINE-RECEPTORS; RNA-SEQ;
D O I
10.1016/j.bbr.2024.114943
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
The normal aging process is accompanied by cognitive decline, and previous studies have indicated the crucial role of the hypothalamus in regulating both aging and cognition. However, the precise molecular mechanism underlying this relationship remains unclear. Therefore, this present study aimed to identify potential predictors of cognitive decline associated with aging specifically within the hypothalamus. To achieve this, we employed Morris water maze (MWM) testing to assess learning and memory differences between young and aged mice. Additionally, transcriptome sequencing was conducted on the hypothalamus of young and aged mice to identify potential genes. Subsequently, GO and KEGG analyses were performed to investigate the functions of differentially expressed genes (DEGs) and their associated biological pathways. Finally, the results obtained from sequencing analysis were further validated using qRT-PCR. Notably, MWM testing revealed a significant decrease in spatial learning and memory ability among aged mice. According to KEGG analysis, the DEGs primarily encompassed various biochemical signaling pathways related to immune system (e.g., C3; C4b; Ccl2; Ccl7; Cebpb; Clec7a; Col3a1; Cxcl10; Cxcl2; Fosb; Fosl1; Gbp5; H2-Ab1; Hspa1a; Hspa1b; Icam1; Il1b; Itga5; Itgax; Lilrb4a; Plaur; Ptprc; Serpine1; Tnfrsf10b; Tnfsf10), neurodegenerative disease (e.g., Atp2a1; Creb5; Fzd10; Hspa1a; Hspa1b; Il1b; Kcnj10; Nxf3; Slc6a3; Tubb6; Uba1y; Wnt9b), nervous system function (e.g., Chrna4; Chrna6; Creb5; Slc6a3),and aging (e.g., Creb5; Hspa1a; Hspa1b) among others. These identified genes may serve as potential predictors for cognitive function in elderly individuals and will provide a crucial foundation for further exploration into the underlying molecular mechanisms.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Machine learning applied to transcriptomic data to identify genes associated with feed efficiency in pigs
    Piles, Miriam
    Fernandez-Lozano, Carlos
    Velasco-Galilea, Maria
    Gonzalez-Rodriguez, Olga
    Pablo Sanchez, Juan
    Torrallardona, David
    Ballester, Maria
    Quintanilla, Raquel
    GENETICS SELECTION EVOLUTION, 2019, 51 (1)
  • [22] Machine learning applied to transcriptomic data to identify genes associated with feed efficiency in pigs
    Miriam Piles
    Carlos Fernandez-Lozano
    María Velasco-Galilea
    Olga González-Rodríguez
    Juan Pablo Sánchez
    David Torrallardona
    Maria Ballester
    Raquel Quintanilla
    Genetics Selection Evolution, 51
  • [23] Transcriptomic and functional analyses identify genes associated with embryogenic callus formation in Neolamarckia cadamba
    Ma, Yunying
    Zhao, Bo
    Zhang, Deng
    Ouyang, Kunxi
    Li, Jingjian
    INDUSTRIAL CROPS AND PRODUCTS, 2024, 216
  • [24] Transcriptomic analysis reveals gender differences in gene expression profiling of the hypothalamus of rhesus macaque with aging
    Fan, Yong
    Li, Congru
    Pei, Wendi
    Tan, Tao
    Li, Rong
    Qiao, Jie
    Yu, Yang
    AGING-US, 2020, 12 (18): : 18251 - 18273
  • [25] Transcriptomic changes in the hypothalamus of ovariectomized mice: Data from RNA-seq analysis
    Wang, Wenjuan
    Yang, Qiyue
    Zhou, Changman
    Jiang, Hai
    Sun, Yanrong
    Wang, Hanfei
    Luo, Xiaofeng
    Zhang, Jinglin
    Wang, Ziyue
    Jia, Jing
    Qin, Lihua
    ANNALS OF ANATOMY-ANATOMISCHER ANZEIGER, 2022, 241
  • [26] What do subjective cognitive complaints in persons with aging-associated cognitive decline reflect?
    Kliegel, MK
    Zimprich, D
    Eschen, A
    INTERNATIONAL PSYCHOGERIATRICS, 2005, 17 (03) : 499 - 512
  • [27] Transcriptomic profile of the mice aging lung is associated with inflammation and apoptosis as important pathways
    Calyeca, Jazmin
    Balderas-Martinez, Yalbi, I
    Selman, Moises
    Pardo, Annie
    AGING-US, 2021, 13 (09): : 12378 - 12394
  • [28] Mentally Challenging Occupations Are Associated With More Rapid Cognitive Decline at Later Stages of Cognitive Aging
    Hyun, Jinshil
    Katz, Mindy J.
    Lipton, Richard B.
    Sliwinski, Martin J.
    JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES, 2021, 76 (04): : 671 - 680
  • [29] Early-life infection is a vulnerability factor for aging-related glial alterations and cognitive decline
    Bilbo, Staci D.
    NEUROBIOLOGY OF LEARNING AND MEMORY, 2010, 94 (01) : 57 - 64
  • [30] Epigenetic Mechanisms in Memory and Cognitive Decline Associated with Aging and Alzheimer's Disease
    Maity, Sabyasachi
    Farrell, Kayla
    Navabpour, Shaghayegh
    Narayanan, Sareesh Naduvil
    Jarome, Timothy J.
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2021, 22 (22)