DNA Microarray Analysis of Whole Blood Cells and Insulin-Sensitive Tissues Reveals the Usefulness of Blood RNA Profiling as a Source of Markers for Predicting Type 2 Diabetes

被引:15
作者
Hayashi, Yasuhiro [1 ]
Kajimoto, Kazuaki [1 ]
Iida, Shinya [2 ]
Sato, Yuichiro [2 ]
Mizufune, Shogo [3 ]
Kaji, Noritada [3 ,4 ]
Kamiya, Hiroyuki [2 ]
Baba, Yoshinobu [3 ,4 ,5 ,6 ]
Harashima, Hideyoshi [1 ,2 ]
机构
[1] Hokkaido Univ, Grad Sch Pharmaceut Sci, Lab Innovat Nanomed, Sapporo, Hokkaido 0608638, Japan
[2] Hokkaido Univ, Fac Pharmaceut Sci, Lab Mol Design Pharmaceut, Sapporo, Hokkaido 0600812, Japan
[3] Nagoya Univ, Grad Sch Engn, Dept Appl Chem, Nagoya, Aichi 4648603, Japan
[4] Nagoya Univ, MEXT Innovat Res Ctr Prevent Med Engn, Nagoya, Aichi 4648603, Japan
[5] Nagoya Univ, Grad Sch Med, Dept Adv Med Sci, Nagoya, Aichi 2668550, Japan
[6] Natl Inst Adv Ind Sci & Technol, Hlth Technol Res Ctr, Takamatsu, Kagawa 7610395, Japan
关键词
whole blood cell; type 2 diabetes mellitus; gene expression; DNA microarray; Otsuka Long-Evans Tokushima Fatty rat; diagnosis; FATTY OLETF RATS; BINDING-PROTEIN; 4; GENE-EXPRESSION; SKELETAL-MUSCLE; ADIPOSE-TISSUE; UNCOUPLING PROTEIN-3; BREAST-CANCER; GLUCOSE; RESISTANCE; RECEPTOR;
D O I
10.1248/bpb.33.1033
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
To determine if gene expression profiling of whole blood cells is a useful source of markers for the early diagnosis of the onset of type 2 diabetes, we examined gene expression profiling of whole blood cells and type 2 diabetes-related organs, such as liver, adipose tissue, and skeletal muscle, of Otsuka Long-Evans Tokushima Fatty (OLETF) rats. At the age of 6 weeks, RNA was isolated from tissues of fasted OLETF and control Long-Evans Tokushima Otsuka (LETO) rats. Gene expression was analyzed using the Agilent rat oligo microarray. Gene ontology analysis showed that gene expression of biologically meaningful groups of genes in liver, adipose tissue, and skeletal muscle, which are involved in the pathogenesis of type 2 diabetes, differed between OLETF and LETO rats. Three hundred genes of whole blood cells were differentially expressed. Four out of these 300 genes were related to the insulin-signaling pathway and 57 out of 300 genes were up- or down-regulated in at least one tissues in OLETF rats. These results support our hypothesis that gene expression profiling of whole blood cells might be a useful source of markers to predict the onset of type 2 diabetes.
引用
收藏
页码:1033 / 1042
页数:10
相关论文
共 33 条
  • [1] LPIN2 is associated with type 2 diabetes, glucose metabolism, and body composition
    Aulchenko, Yurii S.
    Pullen, Jan
    Kloosterman, Wigard P.
    Yazdanpanah, Mojgan
    Hofman, Albert
    Vaessen, Norbert
    Snijders, Pieter J. L. M.
    Zubakov, Dmitry
    Mackay, Ian
    Olavesen, Mark
    Sidhu, Balbinder
    Smith, Vicki E.
    Carey, Alisoun
    Berezikov, Eugene
    Uitterlinden, Andre G.
    Plasterk, Ronald H. A.
    Oostra, Ben A.
    van Duijn, Cornelia M.
    [J]. DIABETES, 2007, 56 (12) : 3020 - 3026
  • [2] Genome-wide expression profiling of human blood reveals biomarkers for Huntington's disease
    Borovecki, F
    Lovrecic, L
    Zhou, J
    Jeong, H
    Then, F
    Rosas, HD
    Hersch, SM
    Hogarth, P
    Bouzou, B
    Jensen, RV
    Krainc, D
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (31) : 11023 - 11028
  • [3] Retinol-binding protein 4 is associated with impaired glucose tolerance but not with whole body or hepatic insulin resistance in Mexican Americans
    Chavez, Alberto O.
    Coletta, Dawn K.
    Kamath, Subhash
    Cromack, Douglas T.
    Monroy, Adriana
    Folli, Franco
    DeFronzo, Ralph A.
    Tripathy, Devjit
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-ENDOCRINOLOGY AND METABOLISM, 2009, 296 (04): : E758 - E764
  • [4] GENETIC-VARIATION IN THE BETA(3)-ADRENERGIC RECEPTOR AND AN INCREASED CAPACITY TO GAIN WEIGHT IN PATIENTS WITH MORBID-OBESITY
    CLEMENT, K
    VAISSE, C
    MANNING, BS
    BASDEVANT, A
    GUYGRAND, B
    RUIZ, J
    SILVER, KD
    SHULDINER, AR
    FROGUEL, P
    STROSBERG, AD
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 1995, 333 (06) : 352 - 354
  • [5] Identification of a novel rat hepatic gene induced early by insulin, independently of glucose
    Coffy, S
    Decaux, JF
    Girard, J
    de Keyzer, Y
    Asfari, M
    [J]. BIOCHEMICAL JOURNAL, 2005, 385 : 165 - 171
  • [6] IMPAIRED EXPRESSION AND FUNCTIONAL-ACTIVITY OF THE BETA(3)-ADRENERGIC AND BETA(1)-ADRENERGIC RECEPTORS IN ADIPOSE-TISSUE OF CONGENITALLY OBESE (C57BL/6J OB/OB) MICE
    COLLINS, S
    DANIEL, KW
    ROHLFS, EM
    RAMKUMAR, V
    TAYLOR, IL
    GETTYS, TW
    [J]. MOLECULAR ENDOCRINOLOGY, 1994, 8 (04) : 518 - 527
  • [7] Induction of adiponectin in skeletal muscle of type 2 diabetic mice: in vivo and in vitro studies
    Delaigle, AM
    Senou, M
    Guiot, Y
    Many, MC
    Brichard, SM
    [J]. DIABETOLOGIA, 2006, 49 (06) : 1311 - 1323
  • [8] Three mammalian lipins act as phosphatidate phosphatases with distinct tissue expression patterns
    Donkor, Jimmy
    Sariahmetoglu, Meltem
    Dewald, Jay
    Brindley, David N.
    Reue, Karen
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2007, 282 (06) : 3450 - 3457
  • [9] Increased adipose tissue PC-1 protein content, but not tumour necrosis factor-alpha gene expression, is associated with a reduction of both whole body insulin sensitivity and insulin receptor tyrosine-kinase activity
    Frittitta, L
    Youngren, JF
    Sbraccia, P
    DAdamo, M
    Buongiorno, A
    Vigneri, R
    Goldfine, ID
    Trischitta, V
    [J]. DIABETOLOGIA, 1997, 40 (03) : 282 - 289
  • [10] NR4A orphan nuclear receptors modulate insulin action and the glucose transport system - Potential role in insulin resistance
    Fu, Yuchang
    Luo, Liehong
    Luo, Nanlan
    Zhu, Xiaolin
    Garvey, Timothy
    [J]. JOURNAL OF BIOLOGICAL CHEMISTRY, 2007, 282 (43) : 31525 - 31533