Integrated transcriptomics reveals the brain and blood biomarkers in Alzheimer's disease

被引:9
作者
Yu, Haitao [1 ,3 ]
Wang, Fangzhou [1 ]
Wu, Jia-jun [1 ]
Gong, Juan [1 ]
Bi, Shuguang [1 ]
Mao, Yumin [1 ]
Jia, Dongdong [2 ]
Chai, Gao-shang [1 ,3 ]
机构
[1] Jiangnan Univ, Wuxi Sch Med, Dept Fundamental Med, Wuxi, Peoples R China
[2] Jiangnan Univ, Wuxi Cent Rehabil Hosp, Affiliated Mental Hlth Ctr, Wuxi, Peoples R China
[3] Jiangnan Univ, Wuxi Sch Med, Dept Fundamental Med, Wuxi 214122, Jiangsu, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Alzheimer's disease; blood; entorhinal cortex; peripheral biomarkers; transcriptomics; LACTATE-DEHYDROGENASE; DYSFUNCTION; LYSOSOMES; GENES;
D O I
10.1111/cns.14316
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
BackgroundThe systematic molecular associations between the peripheral blood cells and brain in Alzheimer's disease (AD) remains unclear, which hinders our understanding of AD pathological mechanisms and the exploration of new diagnostic biomarkers. MethodsHere, we performed an integrated analysis of the brain and peripheral blood cells transcriptomics to establish peripheral biomarkers of AD. By employing multiple statistical analyses plus machine learning, we identified and validated multiple regulated central and peripheral network in patients with AD. ResultsBy bioinformatics analysis, a total of 243 genes were differentially expressed in the central and peripheral systems, mainly enriched in three modules: immune response, glucose metabolism and lysosome. In addition, lysosome related gene ATP6V1E1 and immune response related genes (IL2RG, OSM, EVI2B TNFRSF1A, CXCR4, STAT5A) were significantly correlated with A beta or Tau pathology. Finally, receiver operating characteristic (ROC) analysis revealed that ATP6V1E1 showed high-diagnostic potential for AD. ConclusionTaken together, our data identified the main pathological pathways in AD progression, particularly the systemic dysregulation of the immune response, and provided peripheral biomarkers for AD diagnosis.
引用
收藏
页码:3943 / 3951
页数:9
相关论文
共 37 条
  • [1] Effects of Hypoperfusion in Alzheimer's Disease
    Austin, Benjamin P.
    Nair, Veena A.
    Meier, Timothy B.
    Xu, Guofan
    Rowley, Howard A.
    Carlsson, Cynthia M.
    Johnson, Sterling C.
    Prabhakaran, Vivek
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2011, 26 : 123 - 133
  • [2] Chemokines and their receptors in the central nervous system
    Bajetto, A
    Bonavia, R
    Barbero, S
    Florio, T
    Schettini, G
    [J]. FRONTIERS IN NEUROENDOCRINOLOGY, 2001, 22 (03) : 147 - 184
  • [3] NCBI GEO: archive for functional genomics data sets-update
    Barrett, Tanya
    Wilhite, Stephen E.
    Ledoux, Pierre
    Evangelista, Carlos
    Kim, Irene F.
    Tomashevsky, Maxim
    Marshall, Kimberly A.
    Phillippy, Katherine H.
    Sherman, Patti M.
    Holko, Michelle
    Yefanov, Andrey
    Lee, Hyeseung
    Zhang, Naigong
    Robertson, Cynthia L.
    Serova, Nadezhda
    Davis, Sean
    Soboleva, Alexandra
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D991 - D995
  • [4] Bettcher BM, 2021, NAT REV NEUROL, V17, P689, DOI 10.1038/s41582-021-00549-x
  • [5] Alzheimer's disease
    Scheltens, Philip
    De Strooper, Bart
    Kivipelto, Miia
    Holstege, Henne
    Chetelat, Gael
    Teunissen, Charlotte E.
    Cummings, Jeffrey
    van der Flier, Wiesje M.
    [J]. LANCET, 2021, 397 (10284) : 1577 - 1590
  • [6] The use of biomarkers for the etiologic diagnosis of MCI in Europe: An EADC survey
    Bocchetta, Martina
    Galluzzi, Samantha
    Kehoe, Patrick Gavin
    Aguera, Eduardo
    Bernabei, Roberto
    Bullock, Roger
    Ceccaldi, Mathieu
    Dartigues, Jean-Francois
    de Mendonca, Alexandre
    Didic, Mira
    Eriksdotter, Maria
    Felician, Olivier
    Froelich, Lutz
    Gertz, Hermann-Josef
    Hallikainen, Merja
    Hasselbalch, Steen G.
    Hausner, Lucrezia
    Heuser, Isabell
    Jessen, Frank
    Jones, Roy W.
    Kurz, Alexander
    Lawlor, Brian
    Lleo, Alberto
    Martinez-Lage, Pablo
    Mecocci, Patrizia
    Mehrabian, Shima
    Monsch, Andreas
    Nobili, Flavio
    Nordberg, Agneta
    Rikkert, Marcel Olde
    Orgogozo, Jean-Marc
    Pasquier, Florence
    Peters, Oliver
    Salmon, Eric
    Sanchez-Castellano, Carmen
    Santana, Isabel
    Sarazin, Marie
    Traykov, Latchezar
    Tsolaki, Magda
    Visser, Pieter Jelle
    Wallin, Asa K.
    Wilcock, Gordon
    Wilkinson, David
    Wolf, Henrike
    Yener, Goersev
    Zekry, Dina
    Frisoni, Giovanni B.
    [J]. ALZHEIMERS & DEMENTIA, 2015, 11 (02) : 195 - 206
  • [7] Signaling through JAK2-STAT5 pathway is essential for IL-3-Induced activation of microglia
    Bright, JJ
    Natarajan, C
    Sriram, S
    Muthian, G
    [J]. GLIA, 2004, 45 (02) : 188 - 196
  • [8] The crucial impact of lysosomes in aging and longevity
    Carmona-Gutierrez, Didac
    Hughes, Adam L.
    Madeo, Frank
    Ruckenstuhl, Christoph
    [J]. AGEING RESEARCH REVIEWS, 2016, 32 : 2 - 12
  • [9] Microglia-mediated T cell infiltration drives neurodegeneration in tauopathy
    Chen, Xiaoying
    Firulyova, Maria
    Manis, Melissa
    Herz, Jasmin
    Smirnov, Igor
    Aladyeva, Ekaterina
    Wang, Chanung
    Bao, Xin
    Finn, Mary Beth
    Hu, Hao
    Shchukina, Irina
    Kim, Min Woo
    Yuede, Carla M.
    Kipnis, Jonathan
    Artyomov, Maxim N.
    Ulrich, Jason D.
    Holtzman, David M.
    [J]. NATURE, 2023, 615 (7953) : 668 - +
  • [10] Altered glucose metabolism in Alzheimer's disease: Role of mitochondrial dysfunction and oxidative stress
    Dewanjee, Saikat
    Chakraborty, Pratik
    Bhattacharya, Hiranmoy
    Chacko, Leena
    Singh, Birbal
    Chaudhary, Anupama
    Javvaji, Kalpana
    Pradhan, Saumya Ranjan
    Vallamkondu, Jayalakshmi
    Dey, Abhijit
    Kalra, Rajkumar Singh
    Jha, Niraj Kumar
    Jha, Saurabh Kumar
    Reddy, P. Hemachandra
    Kandimalla, Ramesh
    [J]. FREE RADICAL BIOLOGY AND MEDICINE, 2022, 193 : 134 - 157