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Volumn 8, Issue 9, 2012, Pages

Determinants of Human Adipose Tissue Gene Expression: Impact of Diet, Sex, Metabolic Status, and Cis Genetic Regulation

(16)  Viguerie, Nathalie a   Montastier, Emilie a,b   Maoret, Jean José a,c   Roussel, Balbine a   Combes, Marion a   Valle, Carine a   Villa Vialaneix, Nathalie d   Iacovoni, Jason S a   Martinez, J Alfredo e   Holst, Claus f   Astrup, Arne g   Vidal, Hubert h   Clément, Karine i,j,k   Hager, Jorg l   Saris, Wim H M m   Langin, Dominique a,b  


Author keywords

[No Author keywords available]

Indexed keywords

ADIPOSE TISSUE; ADULT; ARTICLE; BODY FAT; BODY MASS; BODY WEIGHT; CALORIC RESTRICTION; CONTROLLED STUDY; DIET; ENVIRONMENTAL FACTOR; FEMALE; GENDER; GENE EXPRESSION REGULATION; GENETIC REGULATION; HUMAN; HUMAN TISSUE; LIPOGENESIS; LOW CALORY DIET; MAJOR CLINICAL STUDY; MALE; METABOLIC DISORDER; METABOLISM; OBESITY; PROSPECTIVE STUDY; RANDOMIZED CONTROLLED TRIAL; SIGNAL TRANSDUCTION; WEIGHT CHANGE; WEIGHT REDUCTION;

EID: 84866943614     PISSN: 15537390     EISSN: 15537404     Source Type: Journal    
DOI: 10.1371/journal.pgen.1002959     Document Type: Article
Times cited : (52)

References (54)
  • 1
    • 67749091052 scopus 로고    scopus 로고
    • Management of the metabolic syndrome and type 2 diabetes through lifestyle modification
    • Magkos F, Yannakoulia M, Chan JL, Mantzoros CS, (2009) Management of the metabolic syndrome and type 2 diabetes through lifestyle modification. Annual review of nutrition 29: 223-256.
    • (2009) Annual Review of Nutrition , vol.29 , pp. 223-256
    • Magkos, F.1    Yannakoulia, M.2    Chan, J.L.3    Mantzoros, C.S.4
  • 2
    • 0035799806 scopus 로고    scopus 로고
    • Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance
    • Tuomilehto J, Lindstrom J, Eriksson JG, Valle TT, Hamalainen H, et al. (2001) Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance. N Engl J Med 344: 1343-1350.
    • (2001) N Engl J Med , vol.344 , pp. 1343-1350
    • Tuomilehto, J.1    Lindstrom, J.2    Eriksson, J.G.3    Valle, T.T.4    Hamalainen, H.5
  • 3
    • 77952747823 scopus 로고    scopus 로고
    • Adipokines and dietary interventions in human obesity
    • Klimcakova E, Kovacikova M, Stich V, Langin D, (2010) Adipokines and dietary interventions in human obesity. Obes Rev 11: 446-456.
    • (2010) Obes Rev , vol.11 , pp. 446-456
    • Klimcakova, E.1    Kovacikova, M.2    Stich, V.3    Langin, D.4
  • 4
    • 33748992313 scopus 로고    scopus 로고
    • Adipocytokines: mediators linking adipose tissue, inflammation and immunity
    • Tilg H, Moschen AR, (2006) Adipocytokines: mediators linking adipose tissue, inflammation and immunity. Nat Rev Immunol 6: 772-783.
    • (2006) Nat Rev Immunol , vol.6 , pp. 772-783
    • Tilg, H.1    Moschen, A.R.2
  • 5
    • 34548655196 scopus 로고    scopus 로고
    • Regulation of inflammation-related genes in human adipose tissue
    • Clement K, Langin D, (2007) Regulation of inflammation-related genes in human adipose tissue. J Intern Med 262: 422-430.
    • (2007) J Intern Med , vol.262 , pp. 422-430
    • Clement, K.1    Langin, D.2
  • 6
    • 77956690343 scopus 로고    scopus 로고
    • Insulin resistance at the crossroads of metabolic syndrome: systemic analysis using microarrays
    • Kim E, (2010) Insulin resistance at the crossroads of metabolic syndrome: systemic analysis using microarrays. Biotechnol J 5: 919-929.
    • (2010) Biotechnol J , vol.5 , pp. 919-929
    • Kim, E.1
  • 7
    • 81355164232 scopus 로고    scopus 로고
    • Transcriptomic coordination in the human metabolic network reveals links between n-3 fat intake, adipose tissue gene expression and metabolic health
    • 10.1371/journal.pcbi.1002223
    • Morine MJ, Tierney AC, van Ommen B, Daniel H, Toomey S, et al. (2011) Transcriptomic coordination in the human metabolic network reveals links between n-3 fat intake, adipose tissue gene expression and metabolic health. PLoS Comput Biol 7: e1002223 doi:10.1371/journal.pcbi.1002223.
    • (2011) PLoS Comput Biol , vol.7
    • Morine, M.J.1    Tierney, A.C.2    van Ommen, B.3    Daniel, H.4    Toomey, S.5
  • 8
    • 45849087630 scopus 로고    scopus 로고
    • High throughput gene expression measurement with real time PCR in a microfluidic dynamic array
    • 10.1371/journal.pone.0001662
    • Spurgeon SL, Jones RC, Ramakrishnan R, (2008) High throughput gene expression measurement with real time PCR in a microfluidic dynamic array. PLoS ONE 3: e1662 doi:10.1371/journal.pone.0001662.
    • (2008) PLoS ONE , vol.3
    • Spurgeon, S.L.1    Jones, R.C.2    Ramakrishnan, R.3
  • 9
    • 74049084247 scopus 로고    scopus 로고
    • The Diet, Obesity and Genes (Diogenes) Dietary Study in eight European countries - a comprehensive design for long-term intervention
    • Larsen TM, Dalskov S, van Baak M, Jebb S, Kafatos A, et al. (2009) The Diet, Obesity and Genes (Diogenes) Dietary Study in eight European countries- a comprehensive design for long-term intervention. Obes Rev.
    • (2009) Obes Rev
    • Larsen, T.M.1    Dalskov, S.2    van Baak, M.3    Jebb, S.4    Kafatos, A.5
  • 10
    • 78649398034 scopus 로고    scopus 로고
    • Diets with high or low protein content and glycemic index for weight-loss maintenance
    • Larsen TM, Dalskov SM, van Baak M, Jebb SA, Papadaki A, et al. (2010) Diets with high or low protein content and glycemic index for weight-loss maintenance. N Engl J Med 363: 2102-2113.
    • (2010) N Engl J Med , vol.363 , pp. 2102-2113
    • Larsen, T.M.1    Dalskov, S.M.2    van Baak, M.3    Jebb, S.A.4    Papadaki, A.5
  • 11
    • 70350245011 scopus 로고    scopus 로고
    • Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity
    • Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, et al. (2009) Harmonizing the metabolic syndrome: a joint interim statement of the International Diabetes Federation Task Force on Epidemiology and Prevention; National Heart, Lung, and Blood Institute; American Heart Association; World Heart Federation; International Atherosclerosis Society; and International Association for the Study of Obesity. Circulation 120: 1640-1645.
    • (2009) Circulation , vol.120 , pp. 1640-1645
    • Alberti, K.G.1    Eckel, R.H.2    Grundy, S.M.3    Zimmet, P.Z.4    Cleeman, J.I.5
  • 12
    • 67650224475 scopus 로고    scopus 로고
    • Macrophages and adipocytes in human obesity: adipose tissue gene expression and insulin sensitivity during calorie restriction and weight stabilization
    • Capel F, Klimcakova E, Viguerie N, Roussel B, Vitkova M, et al. (2009) Macrophages and adipocytes in human obesity: adipose tissue gene expression and insulin sensitivity during calorie restriction and weight stabilization. Diabetes 58: 1558-1567.
    • (2009) Diabetes , vol.58 , pp. 1558-1567
    • Capel, F.1    Klimcakova, E.2    Viguerie, N.3    Roussel, B.4    Vitkova, M.5
  • 13
    • 57349147307 scopus 로고    scopus 로고
    • Contribution of energy restriction and macronutrient composition to changes in adipose tissue gene expression during dietary weight-loss programs in obese women
    • Capel F, Viguerie N, Vega N, Dejean S, Arner P, et al. (2008) Contribution of energy restriction and macronutrient composition to changes in adipose tissue gene expression during dietary weight-loss programs in obese women. J Clin Endocrinol Metab 93: 4315-4322.
    • (2008) J Clin Endocrinol Metab , vol.93 , pp. 4315-4322
    • Capel, F.1    Viguerie, N.2    Vega, N.3    Dejean, S.4    Arner, P.5
  • 14
    • 78049439798 scopus 로고    scopus 로고
    • Adipose tissue transcriptome reflects variations between subjects with continued weight loss and subjects regaining weight 6 mo after caloric restriction independent of energy intake
    • Marquez-Quinones A, Mutch DM, Debard C, Wang P, Combes M, et al. (2010) Adipose tissue transcriptome reflects variations between subjects with continued weight loss and subjects regaining weight 6 mo after caloric restriction independent of energy intake. Am J Clin Nutr 92: 975-984.
    • (2010) Am J Clin Nutr , vol.92 , pp. 975-984
    • Marquez-Quinones, A.1    Mutch, D.M.2    Debard, C.3    Wang, P.4    Combes, M.5
  • 15
    • 79953826690 scopus 로고    scopus 로고
    • Macrophage gene expression is related to obesity and the metabolic syndrome in human subcutaneous fat as well as in visceral fat
    • Klimcakova E, Roussel B, Kovacova Z, Kovacikova M, Siklova-Vitkova M, et al. (2011) Macrophage gene expression is related to obesity and the metabolic syndrome in human subcutaneous fat as well as in visceral fat. Diabetologia 54: 876-887.
    • (2011) Diabetologia , vol.54 , pp. 876-887
    • Klimcakova, E.1    Roussel, B.2    Kovacova, Z.3    Kovacikova, M.4    Siklova-Vitkova, M.5
  • 16
    • 78650882667 scopus 로고    scopus 로고
    • Worsening of obesity and metabolic status yields similar molecular adaptations in human subcutaneous and visceral adipose tissue: decreased metabolism and increased immune response
    • Klimcakova E, Roussel B, Marquez-Quinones A, Kovacova Z, Kovacikova M, et al. (2010) Worsening of obesity and metabolic status yields similar molecular adaptations in human subcutaneous and visceral adipose tissue: decreased metabolism and increased immune response. J Clin Endocrinol Metab 96: E73-82.
    • (2010) J Clin Endocrinol Metab , vol.96
    • Klimcakova, E.1    Roussel, B.2    Marquez-Quinones, A.3    Kovacova, Z.4    Kovacikova, M.5
  • 17
    • 50449083989 scopus 로고    scopus 로고
    • The metabolic syndrome as a concept of adipose tissue disease
    • Oda E, (2008) The metabolic syndrome as a concept of adipose tissue disease. Hypertens Res 31: 1283-1291.
    • (2008) Hypertens Res , vol.31 , pp. 1283-1291
    • Oda, E.1
  • 18
    • 58149312870 scopus 로고    scopus 로고
    • Nanoliter high-throughput PCR for DNA and RNA profiling
    • Brenan CJ, Roberts D, Hurley J, (2009) Nanoliter high-throughput PCR for DNA and RNA profiling. Methods Mol Biol 496: 161-174.
    • (2009) Methods Mol Biol , vol.496 , pp. 161-174
    • Brenan, C.J.1    Roberts, D.2    Hurley, J.3
  • 19
    • 79952332770 scopus 로고    scopus 로고
    • Quantitative miRNA expression analysis using fluidigm microfluidics dynamic arrays
    • Jang JS, Simon VA, Feddersen RM, Rakhshan F, Schultz DA, et al. (2011) Quantitative miRNA expression analysis using fluidigm microfluidics dynamic arrays. BMC Genomics 12: 144.
    • (2011) BMC Genomics , vol.12 , pp. 144
    • Jang, J.S.1    Simon, V.A.2    Feddersen, R.M.3    Rakhshan, F.4    Schultz, D.A.5
  • 20
    • 83055198312 scopus 로고    scopus 로고
    • Human embryonic stem cells express elevated levels of multiple pro-apoptotic BCL-2 family members
    • 10.1371/journal.pone.0028530
    • Madden DT, Davila-Kruger D, Melov S, Bredesen DE, (2011) Human embryonic stem cells express elevated levels of multiple pro-apoptotic BCL-2 family members. PLoS ONE 6: e28530 doi:10.1371/journal.pone.0028530.
    • (2011) PLoS ONE , vol.6
    • Madden, D.T.1    Davila-Kruger, D.2    Melov, S.3    Bredesen, D.E.4
  • 22
    • 0035710746 scopus 로고    scopus 로고
    • Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method
    • Livak KJ, Schmittgen TD, (2001) Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 25: 402-408.
    • (2001) Methods , vol.25 , pp. 402-408
    • Livak, K.J.1    Schmittgen, T.D.2
  • 23
    • 0029050937 scopus 로고
    • Overexpression of the obese (ob) gene in adipose tissue of human obese subjects
    • Lonnqvist F, Arner P, Nordfors L, Schalling M, (1995) Overexpression of the obese (ob) gene in adipose tissue of human obese subjects. Nat Med 1: 950-953.
    • (1995) Nat Med , vol.1 , pp. 950-953
    • Lonnqvist, F.1    Arner, P.2    Nordfors, L.3    Schalling, M.4
  • 24
    • 33746681910 scopus 로고    scopus 로고
    • Tissue-specific expression and regulation of sexually dimorphic genes in mice
    • Yang X, Schadt EE, Wang S, Wang H, Arnold AP, et al. (2006) Tissue-specific expression and regulation of sexually dimorphic genes in mice. Genome Res 16: 995-1004.
    • (2006) Genome Res , vol.16 , pp. 995-1004
    • Yang, X.1    Schadt, E.E.2    Wang, S.3    Wang, H.4    Arnold, A.P.5
  • 25
    • 20144388667 scopus 로고    scopus 로고
    • Serum amyloid A: production by human white adipocyte and regulation by obesity and nutrition
    • Poitou C, Viguerie N, Cancello R, De Matteis R, Cinti S, et al. (2005) Serum amyloid A: production by human white adipocyte and regulation by obesity and nutrition. Diabetologia 48: 519-528.
    • (2005) Diabetologia , vol.48 , pp. 519-528
    • Poitou, C.1    Viguerie, N.2    Cancello, R.3    de Matteis, R.4    Cinti, S.5
  • 26
    • 78650382390 scopus 로고    scopus 로고
    • Gene expression profiling of subcutaneous adipose tissue in morbid obesity using a focused microarray: distinct expression of cell-cycle- and differentiation-related genes
    • Rodriguez-Acebes S, Palacios N, Botella-Carretero JI, Olea N, Crespo L, et al. (2010) Gene expression profiling of subcutaneous adipose tissue in morbid obesity using a focused microarray: distinct expression of cell-cycle- and differentiation-related genes. BMC Med Genomics 3: 61.
    • (2010) BMC Med Genomics , vol.3 , pp. 61
    • Rodriguez-Acebes, S.1    Palacios, N.2    Botella-Carretero, J.I.3    Olea, N.4    Crespo, L.5
  • 27
    • 67649644714 scopus 로고    scopus 로고
    • Elucidating the role of gonadal hormones in sexually dimorphic gene coexpression networks
    • van Nas A, Guhathakurta D, Wang SS, Yehya N, Horvath S, et al. (2009) Elucidating the role of gonadal hormones in sexually dimorphic gene coexpression networks. Endocrinology 150: 1235-1249.
    • (2009) Endocrinology , vol.150 , pp. 1235-1249
    • van Nas, A.1    Guhathakurta, D.2    Wang, S.S.3    Yehya, N.4    Horvath, S.5
  • 28
    • 76649083327 scopus 로고    scopus 로고
    • The adipokine zinc-alpha2-glycoprotein (ZAG) is downregulated with fat mass expansion in obesity
    • Mracek T, Ding Q, Tzanavari T, Kos K, Pinkney J, et al. (2010) The adipokine zinc-alpha2-glycoprotein (ZAG) is downregulated with fat mass expansion in obesity. Clin Endocrinol (Oxf) 72: 334-341.
    • (2010) Clin Endocrinol (Oxf) , vol.72 , pp. 334-341
    • Mracek, T.1    Ding, Q.2    Tzanavari, T.3    Kos, K.4    Pinkney, J.5
  • 30
    • 77149178714 scopus 로고    scopus 로고
    • Antidiabetic properties of zinc-alpha2-glycoprotein in ob/ob mice
    • Russell ST, Tisdale MJ, (2010) Antidiabetic properties of zinc-alpha2-glycoprotein in ob/ob mice. Endocrinology 151: 948-957.
    • (2010) Endocrinology , vol.151 , pp. 948-957
    • Russell, S.T.1    Tisdale, M.J.2
  • 31
    • 76749132709 scopus 로고    scopus 로고
    • The key roles of elongases and desaturases in mammalian fatty acid metabolism: Insights from transgenic mice
    • Guillou H, Zadravec D, Martin PG, Jacobsson A, (2010) The key roles of elongases and desaturases in mammalian fatty acid metabolism: Insights from transgenic mice. Prog Lipid Res 49: 186-199.
    • (2010) Prog Lipid Res , vol.49 , pp. 186-199
    • Guillou, H.1    Zadravec, D.2    Martin, P.G.3    Jacobsson, A.4
  • 32
    • 78651272950 scopus 로고    scopus 로고
    • Dietary intervention-induced weight loss decreases macrophage content in adipose tissue of obese women
    • Kovacikova M, Sengenes C, Kovacova Z, Siklova-Vitkova M, Klimcakova E, et al. (2011) Dietary intervention-induced weight loss decreases macrophage content in adipose tissue of obese women. Int J Obes (Lond) 35: 91-98.
    • (2011) Int J Obes (Lond) , vol.35 , pp. 91-98
    • Kovacikova, M.1    Sengenes, C.2    Kovacova, Z.3    Siklova-Vitkova, M.4    Klimcakova, E.5
  • 33
    • 63449111894 scopus 로고    scopus 로고
    • A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance
    • Newgard CB, An J, Bain JR, Muehlbauer MJ, Stevens RD, et al. (2009) A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance. Cell Metab 9: 311-326.
    • (2009) Cell Metab , vol.9 , pp. 311-326
    • Newgard, C.B.1    An, J.2    Bain, J.R.3    Muehlbauer, M.J.4    Stevens, R.D.5
  • 36
    • 79960642153 scopus 로고    scopus 로고
    • Integrated expression profiling and genome-wide analysis of ChREBP targets reveals the dual role for ChREBP in glucose-regulated gene expression
    • 10.1371/journal.pone.0022544
    • Jeong YS, Kim D, Lee YS, Kim HJ, Han JY, et al. (2011) Integrated expression profiling and genome-wide analysis of ChREBP targets reveals the dual role for ChREBP in glucose-regulated gene expression. PLoS ONE 6: e22544 doi:10.1371/journal.pone.0022544.
    • (2011) PLoS ONE , vol.6
    • Jeong, Y.S.1    Kim, D.2    Lee, Y.S.3    Kim, H.J.4    Han, J.Y.5
  • 37
    • 33749407193 scopus 로고    scopus 로고
    • ChREBP*Mlx is the principal mediator of glucose-induced gene expression in the liver
    • Ma L, Robinson LN, Towle HC, (2006) ChREBP*Mlx is the principal mediator of glucose-induced gene expression in the liver. J Biol Chem 281: 28721-28730.
    • (2006) J Biol Chem , vol.281 , pp. 28721-28730
    • Ma, L.1    Robinson, L.N.2    Towle, H.C.3
  • 38
    • 84859921736 scopus 로고    scopus 로고
    • A novel ChREBP isoform in adipose tissue regulates systemic glucose metabolism
    • Herman MA, Peroni OD, Villoria J, Schon MR, Abumrad NA, et al. (2012) A novel ChREBP isoform in adipose tissue regulates systemic glucose metabolism. Nature 484: 333-338.
    • (2012) Nature , vol.484 , pp. 333-338
    • Herman, M.A.1    Peroni, O.D.2    Villoria, J.3    Schon, M.R.4    Abumrad, N.A.5
  • 39
    • 64149103134 scopus 로고    scopus 로고
    • Markers of de novo lipogenesis in adipose tissue: associations with small adipocytes and insulin sensitivity in humans
    • Roberts R, Hodson L, Dennis AL, Neville MJ, Humphreys SM, et al. (2009) Markers of de novo lipogenesis in adipose tissue: associations with small adipocytes and insulin sensitivity in humans. Diabetologia 52: 882-890.
    • (2009) Diabetologia , vol.52 , pp. 882-890
    • Roberts, R.1    Hodson, L.2    Dennis, A.L.3    Neville, M.J.4    Humphreys, S.M.5
  • 41
    • 79959916375 scopus 로고    scopus 로고
    • A survey of the genetics of stomach, liver, and adipose gene expression from a morbidly obese cohort
    • Greenawalt DM, Dobrin R, Chudin E, Hatoum IJ, Suver C, et al. (2011) A survey of the genetics of stomach, liver, and adipose gene expression from a morbidly obese cohort. Genome Res 21: 1008-1016.
    • (2011) Genome Res , vol.21 , pp. 1008-1016
    • Greenawalt, D.M.1    Dobrin, R.2    Chudin, E.3    Hatoum, I.J.4    Suver, C.5
  • 42
    • 80052306102 scopus 로고    scopus 로고
    • Dissecting cis regulation of gene expression in human metabolic tissues
    • 10.1371/journal.pone.0023480
    • Dobrin R, Greenawalt DM, Hu G, Kemp DM, Kaplan LM, et al. (2011) Dissecting cis regulation of gene expression in human metabolic tissues. PLoS ONE 6: e23480 doi:10.1371/journal.pone.0023480.
    • (2011) PLoS ONE , vol.6
    • Dobrin, R.1    Greenawalt, D.M.2    Hu, G.3    Kemp, D.M.4    Kaplan, L.M.5
  • 44
    • 77956629388 scopus 로고    scopus 로고
    • Adipose acyl-CoA synthetase-1 directs fatty acids toward beta-oxidation and is required for cold thermogenesis
    • Ellis JM, Li LO, Wu PC, Koves TR, Ilkayeva O, et al. (2010) Adipose acyl-CoA synthetase-1 directs fatty acids toward beta-oxidation and is required for cold thermogenesis. Cell metabolism 12: 53-64.
    • (2010) Cell Metabolism , vol.12 , pp. 53-64
    • Ellis, J.M.1    Li, L.O.2    Wu, P.C.3    Koves, T.R.4    Ilkayeva, O.5
  • 45
    • 77953490089 scopus 로고    scopus 로고
    • Gene-nutrient interactions with dietary fat modulate the association between genetic variation of the ACSL1 gene and metabolic syndrome
    • Phillips CM, Goumidi L, Bertrais S, Field MR, Cupples LA, et al. (2010) Gene-nutrient interactions with dietary fat modulate the association between genetic variation of the ACSL1 gene and metabolic syndrome. J Lipid Res 51: 1793-1800.
    • (2010) J Lipid Res , vol.51 , pp. 1793-1800
    • Phillips, C.M.1    Goumidi, L.2    Bertrais, S.3    Field, M.R.4    Cupples, L.A.5
  • 46
    • 73649141006 scopus 로고    scopus 로고
    • Peroxisome proliferator-activated receptor-alpha control of lipid and glucose metabolism in human white adipocytes
    • Ribet C, Montastier E, Valle C, Bezaire V, Mazzucotelli A, et al. (2010) Peroxisome proliferator-activated receptor-alpha control of lipid and glucose metabolism in human white adipocytes. Endocrinology 151: 123-133.
    • (2010) Endocrinology , vol.151 , pp. 123-133
    • Ribet, C.1    Montastier, E.2    Valle, C.3    Bezaire, V.4    Mazzucotelli, A.5
  • 47
    • 0037129827 scopus 로고    scopus 로고
    • Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes
    • RESEARCH0034
    • Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, et al. (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3: RESEARCH0034.
    • (2002) Genome Biol , vol.3
    • Vandesompele, J.1    de Preter, K.2    Pattyn, F.3    Poppe, B.4    van Roy, N.5
  • 48
    • 0038620211 scopus 로고    scopus 로고
    • Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach
    • Perez-Enciso M, Tenenhaus M, (2003) Prediction of clinical outcome with microarray data: a partial least squares discriminant analysis (PLS-DA) approach. Hum Genet 112: 581-592.
    • (2003) Hum Genet , vol.112 , pp. 581-592
    • Perez-Enciso, M.1    Tenenhaus, M.2
  • 49
    • 49549105313 scopus 로고    scopus 로고
    • Covariate-Adjusted Linear Mixed Effects Model with an Application to Longitudinal Data
    • Nguyen DV, Senturk D, Carroll RJ, (2008) Covariate-Adjusted Linear Mixed Effects Model with an Application to Longitudinal Data. J Nonparametr Stat (Print) 20: 459-481.
    • (2008) J Nonparametr Stat (Print) , vol.20 , pp. 459-481
    • Nguyen, D.V.1    Senturk, D.2    Carroll, R.J.3
  • 50
    • 0037433040 scopus 로고    scopus 로고
    • Identifying differentially expressed genes using false discovery rate controlling procedures
    • Reiner A, Yekutieli D, Benjamini Y, (2003) Identifying differentially expressed genes using false discovery rate controlling procedures. Bioinformatics 19: 368-375.
    • (2003) Bioinformatics , vol.19 , pp. 368-375
    • Reiner, A.1    Yekutieli, D.2    Benjamini, Y.3
  • 51
    • 15944364151 scopus 로고    scopus 로고
    • An empirical Bayes approach to inferring large-scale gene association networks
    • Schafer J, Strimmer K, (2005) An empirical Bayes approach to inferring large-scale gene association networks. Bioinformatics 21: 754-764.
    • (2005) Bioinformatics , vol.21 , pp. 754-764
    • Schafer, J.1    Strimmer, K.2
  • 52
    • 45849134070 scopus 로고    scopus 로고
    • Sparse inverse covariance estimation with the graphical lasso
    • Friedman J, Hastie T, Tibshirani R, (2008) Sparse inverse covariance estimation with the graphical lasso. Biostatistics 9: 432-441.
    • (2008) Biostatistics , vol.9 , pp. 432-441
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.