Abstract
Essential hypertension is a common disease with multifactorial etiology affecting up to 10 million individuals in the United Kingdom alone. Current knowledge of the genetic contribution to this trait is restricted to a number of rare variants that produce hypertensive phenotypes in a Mendelian fashion and to genes highlighted by work on blood pressure regulation in rodent models. Recent advances in comparative genomics, genome-wide scans for linkage, transcriptomics, proteomics, and metabolomics allow a systematic approach to the prioritization of candidate genes for hypertension and other complex traits. We review the current state of play in these fields related to hypertension and show, with a particular example, how these data may help target genetic studies in the future.
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References
Ward, R. (1990) Familial aggregation and genetic epidemiology of blood pressure.In Hypertension: Pathophysiology, Diagnosis and Management (Laragh, J. H. and Brenner, B. M., eds.) Raven Press, New York pp. 81ā100.
Nicholls, M. G. and Robertson, J. I. (2000) The renin-angiotensin system in theyear 2000. J. Hum. Hypertens. 14, 649ā666.
Perazella, M. A. and Setaro, J. F. (2003) Renin-angiotensin-aldosterone system:fundamental aspects and clinical implications in renal and cardiovascular disorders.J. Nucl. Cardiol. 10, 184ā196.
Jeunemaitre, X., Soubrier, F., Kotelevtsev, Y., et al. (1992) Molecular basis ofhuman hypertension: role of angiotensinogen. Cell 71, 169ā180.
Caulfield, M., Lavender, P., Farrall, M., et al. (1994) Linkage of theangiotensinogen gene to essential hypertension. N. Engl. J. Med. 330, 1629ā1633.
Lalouel, J. M., Rohrwasser, A., Terreros, D., Morgan, T., and Ward, K. (2001)Angiotensinogen in essential hypertension: from genetics to nephrology. J. Am.Soc. Nephrol. 12, 606ā615.
Sethi, A. A., Nordestgaard, B. G., and Tybjaerg-Hansen, A. (2003)Angiotensinogen gene polymorphism, plasma angiotensinogen, and risk ofhypertension and ischemic heart disease: a meta-analysis. Arterioscler. Thromb.Vasc. Biol. 23, 1269ā1275.
Brand, E., Herrmann, S. M., Nicaud, V., et al. (1999) The 825C/T polymorphismof the G-protein subunit beta3 is not related to hypertension. Hypertension 33,1175ā1178.
Tomaszewski, M., Brain, N. J., Charchar, F. J., et al. (2002) Essential hypertensionand beta2-adrenergic receptor gene: linkage and association analysis.Hypertension 40, 286ā291.
Herrmann, S. M., Nicaud, V., Tiret, L., et al. (2002) Polymorphisms of the beta2-adrenoceptor (ADRB2) gene and essential hypertension: the ECTIM andPEGASE studies. J.Hypertens. 20, 229ā235.
Siffert, W. (2003) G-protein beta3 subunit 825T allele and hypertension. Curr.Hypertens. Rep. 5, 47ā53.
Lifton, R. P., Dluhy, R. G., Powers, M., et al. (1992) A chimeric 11 betahydroxylase/aldosteronesynthase gene causes glucocorticoid-remediable aldos-teronism and human hypertension. Nature 355, 262ā265.
Shimkets, R. A., Warnock, D. G., Bositis, C. M., et al. (1994) Liddleās syndrome:heritable human hypertension caused by mutations in the b subunit of the epithelialsodium channel. Cell 79, 407ā414.
Stewart, P. M., Krozowski, Z. S., Gupta, A., et al. (1996) Hypertension in thesyndrome of apparent mineralocorticoid excess due to mutation of the 11 betahydroxysteroiddehydrogenase type 2 gene. Lancet 347, 88ā91.
Wilson, F. H., Disse-Nicodeme, S., Choate, K. A., et al. (2001) Human hypertensioncaused by mutations in WNK kinases. Science 293, 1107ā1112.
Kumar, N. N., Benjafield, A. V., Lin, R. C., Wang, W. Y., Stowasser, M., and Morris, B. J. (2003) Haplotype analysis of aldosterone synthase gene (CYP11B2)123polymorphisms shows association with essential hypertension. J Hypertens. 21,1331ā1337.
Zhu, H., Sagnella, G. A., Dong, Y., et al. (2003) Contrasting associations betweenaldosterone synthase gene polymorphisms and essential hypertension in blacksand in whites. J Hypertens. 21, 87ā95.
Lim, P. O., Macdonald, T. M., Holloway, C., et al. (2002) Variation at the aldosteronesynthase (CYP11B2) locus contributes to hypertension in subjects with araised aldosterone-to-renin ratio. J.Clin. Endocrinol. Metab. 87, 4398ā4402.
Melander, O., Orho-Melander, M., Bengtsson, K., et al. (2000) Associationbetween a variant in the 11 beta-hydroxysteroid dehydrogenase type 2 gene andprimary hypertension. J.Hum. Hypertens. 14, 819ā823.
Ferrari, P. and Krozowski, Z. (2000) Role of the 1 1beta-hydroxysteroid dehydrogenasetype 2 in blood pressure regulation. Kidney Int. 57, 1374ā1381.
Dong, Y.B., Zhu, H.D., Baker, E.H., et al. (2001) T594M and G442V polymorphismsof the sodium channel beta subunit and hypertension in a black popula-tion. J.Hum. Hypertens. 15, 425ā430.
Iwai, N., Baba, S., Mannami, T., et al. (2001) Association of sodium channelgamma-subunit promoter variant with blood pressure. Hypertension 38, 86ā89.
Iwai, N., Baba, S., Mannami, T., Ogihara, T., and Ogata, J. (2002) Association ofa sodium channel alpha subunit promoter variant with blood pressure. J. Am.Soc. Nephrol. 13, 80ā85.
Persu, A., Barbry, P., Bassilana, F., et al. (1998) Genetic analysis of the betasubunit of the epithelial Na+channel in essential hypertension. Hypertension 32,129ā137.
Persu, A., Coscoy, S., Houot, A.M., Corvol, P., Barbry, P., and Jeunemaitre, X.(1999) Polymorphisms of the gamma subunit of the epithelial Na+channel inessential hypertension. J.Hypertens. 17, 639ā645.
Wilson, F. H., Kahle, K. T., Sabath, E., et al. (2003) Molecular pathogenesis ofinherited hypertension with hyperkalemia: the Na-Cl cotransporter is inhibitedby wild-type but not mutant WNK4. Proc. Natl. Acad. Sci. USA. 100, 680ā684.
Erlich, P. M., Cui, J., Chazaro, I., et al. (2003) Genetic variants of WNK4 inwhites and African Americans with hypertension. Hypertension 41, 1191ā1195.
Hilbert, P., Lindpaintner, K., Beckmann, J. S., et al. (1991) Chromosomal mappingof two genetic loci associated with blood-pressure regulation in hereditaryhypertensive rats. Nature 353, 521ā529.
Jacob, H. J., Lindpaintner, K., Lincoln, S. E., et al. (1991) Genetic mapping of agene causing hypertension in the stroke-prone spontaneously hypertensive rat.Cell 67, 213ā224.
Stoll, M., Kwitek-Black, A. E., Cowley, A. W., Jr., et al. (2000) New targetregions for human hypertension via comparative genomics. Genome Res. 10,473ā482.
Jacob, H. J. and Kwitek, A. E. (2002) Rat genetics: attaching physiology andpharmacology to the genome. Nat. Rev. Genet. 3, 33ā42.
Wakeland, E., Morel, L., Achey, K., Yui, M., and Longmate, J. (1997) Speedcongenics: a classic technique in the fast lane (relatively speaking). Immunol.Today. 18, 472ā477.
Jeffs, B., Negrin, C. D., Graham, D., et al. (2000) Applicability of a āspeedācongenic strategy to dissect blood pressure quantitative trait loci on rat chromosome 2.Hypertension. 35, 179ā187.
Collins, S. C., Wallis, R. H., Wallace, K., Bihoreau, M. T., and Gauguier, D.(2003) Marker-assisted congenic screening (MACS): a database tool for theefficient production and characterization of congenic lines. Mamm. Genome 14,350ā356.
Kreutz, R. and Hubner, N. (2002) Congenic rat strains are important tools forthe genetic dissection of essential hypertension. Semin. Nephrol. 22, 135ā147.
Dukhanina, O. I., Dene, H., Deng, A. Y., Choi, C. R., Hoebee, B., and Rapp, J. P.(1997) Linkage map and congenic strains to localize blood pressure QTL on ratchromosome 10. Mamm. Genome 8, 229ā235.
Sivo, Z., Malo, B., Dutil, J., and Deng, A. Y. (2002) Accelerated congenics formapping two blood pressure quantitative trait loci on chromosome 10 of Dahlrats. J.Hypertens. 20, 45ā53.
Palijan, A., Lambert, R., Dutil, J., Sivo, Z., and Deng, A. Y. (2003) Comprehensivecongenic coverage revealing multiple blood pressure quantitative trait locion Dahl rat chromosome 10. Hypertension. 42, 515ā522.
Monti, J., Zimdahl, H., Schulz, H., Plehm, R., Ganten, D., and Hubner, N. (2003)The role of Wnk4 in polygenic hypertension: a candidate gene analysis on ratchromosome 10. Hypertension 41, 938ā942.
Julier, C., Delepine, M., Keavney, B., et al. (1997) Genetic susceptibility forhuman familial essential hypertension in a region of homology with blood pressurelinkage on rat chromosome 10. Hum. Mol. Genet. 6, 2077ā2285.
Baima, J., Nicolaou, M., Schwartz, F., et al. (1999) Evidence for linkage betweenessential hypertension and a putative locus on human chromosome 17. Hypertension 34, 4ā7.
Levy, D., DeStefano, A.L., Larson, M. G., et al. (2000) Evidence for a geneinfluencing blood pressure on chromosome 17. Genome scan linkage results forlongitudinal blood pressure phenotypes in subjects from the Framingham heartstudy. Hypertension. 36, 477ā483.
Rutherford, S., Johnson, M. P., Curtain, R.P., and Griffiths, L. R. (2001)Chromosome 17 and the inducible nitric oxide synthase gene in human essentialhypertension. Hum. Genet. 109, 408ā415.
Caulfield, M., Munroe, P., Pembroke, J., et al. (2003) Genome-wide mapping ofhuman loci for essential hypertension. Lancet. 361, 2118ā2123.
Knight, J., Munroe, P. B., Pembroke, J. C., and Caulfield, M. J. (2003) Humanchromosome 17 in essential hypertension. Ann. Hum. Genet. 67, 193ā206.
Risch, N. (1990) Linkage strategies for genetically complex traits. I. multilocusmodels. Am. J. Hum. Genet. 46, 222ā228.
Risch, N. (1990) Linkage strategies for genetically complex traits. II. The powerof affected relative pairs. Am. J. Hum. Genet. 46, 229ā241.
Risch, N. (1990) Linkage strategies for genetically complex traits. III. The effectof marker polymorphism on analysis of affected relative pairs. Am. J. Hum.Genet. 46, 242ā253.
Samani, N. J. (2003) Genome scans for hypertension and blood pressure regulation.Am. J. Hypertens. 16,167ā171.
Garcia, E. A., Newhouse, S., Caulfield, M. J., and Munroe, P. B. (2003) Genesand hypertension. Curr. Pharm. Des. 9, 1679ā1689.
Lander, E. and Kruglyak, L. (1995) Genetic dissection of complex traits: guidelinesfor interpreting and reporting linkage results. Nat. Genet. 11, 241ā247.
Roberts, S. B., MacLean, C. J., Neale, M. C., Eaves, L. J., and Kendler, K. S.(1999) Replication of linkage studies of complex traits: an examination of variationin location estimates. Am. J. Hum. Genet. 65, 876ā884.
Goring, H. H., Terwilliger, J. D., and Blangero, J. (2001) Large upward bias inestimation of locus-specific effects from genomewide scans. Am. J. Hum. Genet. 69, 1357ā1369.
Siegmund, D. (2002) Upward bias in estimation of genetic effects. Am. J. Hum.Genet. 71, 1183ā1138.
Suarez, B., Hampe, C., and Van Eerdewegh, P. (1994) Problems of replicatinglinkage claims in psychiatry. In Genetic Approaches to Mental Disorder (Cloninger, C., ed.) American Psychiatric Press, Washington, DC, pp. 23ā46.
Krushkal, J., Ferrell, R., Mockrin, S., Turner, S., Sing, C. F., and Boerwinkle, E.(1999) Genome-wide linkage analysis of systolic blood pressure using highlydiscordant siblings. Circulation. 99, 1407ā1410.
Hsueh, W. C., Mitchell, B. D., Schneider, J. L., et al. (2000) QTL influencingblood pressure maps to the region of PPH1 on chromosome 2q31-34 in Old OrderAmish. Circulation 101, 2810ā2816.
Atwood, L. D., Samollow, P. B., Hixson, J. E., Stern, M. P., and MacCluer, J. W.(2001) Genome-wide linkage analysis of blood pressure in Mexican Americans.Genet. Epidemiol. 20, 373ā382.
Zhu, D. L., Wang, H. Y., Xiong, M. M., et al. (2001) Linkage of hypertension tochromosome 2q14-q23 in Chinese families. J.Hypertens. 19, 55ā61.
Perola, M., Kainulainen, K., Pajukanta, P., et al. (2000) Genome-wide scan ofpredisposing loci for increased diastolic blood pressure in Finnish siblings. J.Hypertens. 18, 1579ā1585.
Arngrimsson, R., Sigurard ttir, S., Frigge, M. L., et al. (1999) A genome-widescan reveals a maternal susceptibility locus for pre-eclampsia on chromosome2p13. Hum. Mol. Genet. 8,1799ā1805.
Moses, E. K., Lade, J. A., Guo, G., et al. (2000) A genome scan in families fromAustralia and New Zealand confirms the presence of a maternal susceptibilitylocus for pre-eclampsia, on chromosome 2. Am. J. Hum. Genet. 67, 1581ā1585.
Deng, Z., Morse, J. H., Slager, S. L., et al. (2000) Familial primary pulmonaryhypertension (gene PPH1) is caused by mutations in the bone morphogeneticprotein receptor-II gene. Am. J. Hum. Genet. 67, 737ā744.
Lane, K. B., Machado, R. D., Pauciulo, M. W., et al. (2000) Heterozygousgermline mutations in BMPR2, encoding a TGF-beta receptor, cause familialprimary pulmonary hypertension. The International PPH Consortium. Nat. Genet. 26, 81ā84.
Runo, J. R. and Loyd, J. E. (2003) Primary pulmonary hypertension. Lancet 361,1533ā1544.
Rindermann, M., Grunig, E., von Hippel, A., et al. (2003) Primary pulmonaryhypertension may be a heterogeneous disease with a second locus on chromosome2q31. J. Am. Coll. Cardiol. 41, 2237ā2244.
Zimmermann, K., Opitz, N., Dedio, J., Renne, C., Muller-Esterl, W., and Oess, S. (2002) NOSTRIN: a protein modulating nitric oxide release and subcellulardistribution of endothelial nitric oxide synthase. Proc. Natl. Acad. Sci. USA. 99,17167ā17172.
Rapp, J. P. (2000) Genetic analysis of inherited hypertension in the rat. Physiol.Rev. 80,135ā172.
Podolin, P. L., Denny, P., Lord, C. J., et al. (1997) Congenic mapping of theinsulin-dependent diabetes (Idd) gene, Idd10, localizes two genes mediating theIdd10 effect and eliminates the candidate Fcgr1. J.Immunol. 159, 1835ā1843.
Podolin, P. L., Armitage, N., Lord, C. J., et al. (1998) Localization of two insu-lin-dependent diabetes (Idd) genes to the Idd10 region on mouse chromosome 3.Mamm. Genome. 9, 283ā286.
Serreze, D. V., Bridgett, M., Chapman, H. D., et al. (1998) Subcongenic analysisof the Idd13 locus in NOD/Lt mice: evidence for several susceptibility genesincluding a possible diabetogenic role for beta 2-microglobulin. J. Immunol. 160,1472ā1478.
McBride, M. W., Carr, F. J., Graham, D., et al. (2003) Microarray analysis of ratchromosome 2 congenic strains. Hypertension 41, 847ā853.
Dutil, J. and Deng, A. Y. (2001) Further chromosomal mapping of a blood pres-sure QTL in Dahl rats on chromosome 2 using congenic strains. Physiol.Genomics. 6, 3ā9.
Takami, S., Higaki, J., Miki, T., et al. (1996) Analysis and comparison of newcandidate loci for hypertension between genetic hypertensive rat strains.Hypertens. Res. 19, 51ā56.
Rapp, J. P., Garrett, M. R., Dene, H., Meng, H., Hoebee, B., and Lathrop, G.M.(1998) Linkage analysis and construction of a congenic strain for a blood pressureQTL on rat chromosome 9. Genomics. 51, 191ā196.
Meng, H., Garrett, M. R., Dene, H., and Rapp, J.P. (2003) Localization of a bloodpressure QTL to a 2.4-cM interval on rat chromosome 9 using congenic strains.Genomics 81, 210ā220.
Clark, J. S., Jeffs, B., Davidson, A. O., et al. (1996) Quantitative trait loci ingenetically hypertensive rats. Possible sex specificity. Hypertension 28, 898ā906.
Matsumoto, C., Nara, Y., Ikeda, K., et al. (1996) Cosegregation of the new regionon chromosome 3 with salt-induced hypertension in female F2 progeny fromstroke-prone spontaneously hypertensive and Wistar-Kyoto rats. Clin. Exp.Pharmacol. Physiol. 23, 1028ā1034.
Cicila, G. T., Rapp, J. P., Bloch, K. D., et al. (1994) Cosegregation of theendothelin-3 locus with blood pressure and relative heart weight in inbred Dahlrats. J.Hypertens. 12, 643ā651.
Garrett, M. R., Dene, H., Walder, R., et al. (1998) Genome scan and congenicstrains for blood pressure QTL using Dahl salt-sensitive rats. Genome Res. 8,711ā723.
Cicila, G. T., Choi, C., Dene, H., Lee, S. J., and Rapp, J. P. (1999) Two bloodpressure/cardiac mass quantitative trait loci on chromosome 3 in Dahl rats.Mamm. Genome. 10, 112ā116.
Kato, N., Hyne, G., Bihoreau, M. T., Gauguier, D., Lathrop, G. M., and Rapp, J.P. (1999) Complete genome searches for quantitative trait loci controlling bloodpressure and related traits in four segregating populations derived from Dahlhypertensive rats. Mamm. Genome 10, 259ā265.
Kreutz, R., Struk, B., Stock, P., Hubner, N., Ganten, D., and Lindpaintner, K.(1997) Evidence for primary genetic determination of heart rate regulation: chromosomalmapping of a genetic locus in the rat. Circulation 96,1078ā1081.
Hamet, P., Pausova, Z., Dumas, P., et al. (1998) Newborn and adult recombinantinbred strains: a tool to search for genetic determinants of target organ damage inhypertension. Kidney Int. 53, 1488ā1492.
Sebkhi, A., Zhao, L., Lu, L., Haley, C. S., Nunez, D. J., and Wilkins, M. R.(1999) Genetic determination of cardiac mass in normotensive rats: results froman F344 x WKY cross. Hypertension. 33, 949ā953.
Barczak, A., Rodriguez, M. W., Hanspers, K., et al. (2003) Spotted longoligonucleotide arrays for human gene expression analysis. Genome Res. 13,1775ā1785.
Su, A. I., Cooke, M. P., Ching, K. A., et al. (2002) Large-scale analysis of thehuman and mouse transcriptomes. Proc. Natl. Acad. Sci. USA. 99, 4465ā4470.
Skrabanek, L. and Campagne, F. (2001) TissueInfo: high-throughput identificationof tissue expression profiles and specificity. Nucleic Acids Res. 29, E102āE102.
Lash, A. E., Tolstoshev, C. M., Wagner, L., et al. (2000) SAGEmap: a publicgene expression resource. Genome Res. 10, 1051ā1060.
Huminiecki, L., Lloyd, A. T., and Wolfe, K. H. (2003) Congruence of tissueexpression profiles from Gene Expression Atlas, SAGEmap and TissueInfo da-tabases. BMC Genomics 4, 31.
Geraci, M. W., Moore, M., Gesell, T., et al. (2001) Gene expression patterns inthe lungs of patients with primary pulmonary hypertension: a gene microarrayanalysis. Circ. Res. 88, 555ā562.
Okuda, T., Sumiya, T., Mizutani, K., et al. (2002) Analyses of differential geneexpression in genetic hypertensive rats by microarray. Hypertens. Res. 25, 249ā255.
Okuda, T., Sumiya, T., Iwai, N. & Miyata, T. (2002) Difference of gene expressionprofiles in spontaneous hypertensive rats and Wistar-Kyoto rats from twosources. Biochem. Biophys. Res. Commun. 296, 537ā543.
Hu, W. Y., Fukuda, N., and Kanmatsuse, K. (2002) Growth characteristics,angiotensin II generation, and microarray-determined gene expression in vascularsmooth muscle cells from young spontaneously hypertensive rats. J.Hypertens. 20, 1323ā1333.
Ueno, S., Ohki, R., Hashimoto, T., et al. (2003) DNA microarray analysis of invivo progression mechanism of heart failure. Biochem. Biophys. Res. Commun. 307, 771ā777.
Liang, M., Yuan, B., Rute, E., et al. (2002) Renal medullary genes in salt-sensitivehypertension: a chromosomal substitution and cDNA microarray study. Physiol. Genomics. 8, 139ā149.
Brazma, A., Hingamp, P., Quackenbush, J., et al. (2001) Minimum informationabout a microarray experiment (MIAME)-toward standards for microarray data. Nat. Genet. 29, 365ā371.
Patterson, S. D. and Aebersold, R. H. (2003) Proteomics: the first decade andbeyond. Nat. Genet. 33 (Suppl.), 311ā323.
Jager, D., Jungblut, P. R., and Muller-Werdan, U. (2002) Separation and identificationof human heart proteins. J.Chromatogr. B, Anal. Technol. Biomed. LifeSci. 771, 131ā153.
Lee, R. T. (2001) Functional genomics and cardiovascular drug discovery. Circulation. 104, 1441ā1446.
Arrell, D. K., Neverova, I., and Van Eyk, J. E. (2001) Cardiovascular proteomics:evolution and potential. Circ. Res. 88, 763ā773.
Gromov, P. S., Ostergaard, M., Gromova, I., and Celis, J. E. (2002) Humanproteomic databases: a powerful resource for functional genomics in health anddisease. Prog. Biophys. Mol. Biol. 80, 3ā22.
Brooks, H. L., Sorensen, A. M., Terris, J., et al. (2001) Profiling of renal tubuleNa+transporter abundances in NHE3 and NCC null mice using targetedproteomics. J.Physiol. 530, 359ā366.
Thongboonkerd, V., Gozal, E., Sachleben, L. R., Jr., et al. (2002) Proteomicanalysis reveals alterations in the renal kallikrein pathway during hypoxia-induced hypertension. J.Biol. Chem. 277, 34708ā34716.
Taurin, S., Seyrantepe, V., Orlov, S. N., et al. (2002) Proteome analysis andfunctional expression identify mortalin as an antiapoptotic gene induced byelevation of [Na+]i/[K+]i ratio in cultured vascular smooth muscle cells. Circ.Res. 91, 915ā922.
Risch, N. and Merikangas, K. (1996) The future of genetic studies of complexhuman diseases. Science 273, 1516ā1517.
Teng, J. and Risch, N. (1999) The relative power of family-based and case-controldesigns for linkage disequilibrium studies of complex human diseases. II.Individual genotyping. Genome Res. 9, 234ā241.
Risch, N. and Teng, J. (1998) The relative power of family-based and case-controldesigns for linkage disequilibrium studies of complex human diseases I. DNApooling. Genome Res. 8, 1273ā1288.
Herr, M., Dudbridge, F., Zavattari, P., et al. (2000) Evaluation of fine mappingstrategies for a multifactorial disease locus: systematic linkage and associationanalysis of IDDM1 in the HLA region on chromosome 6p21. Hum. Mol. Genet. 9, 1291ā1301.
Kruglyak, L. (1999) Prospects for whole-genome linkage disequilibrium mappingof common disease genes. Nat. Genet. 22, 139ā144.
Couzin, J. (2002) Human genome. HapMap launched with pledges of $100 million.Science 298, 941ā942.
Terwilliger, J. D. and Weiss, K. M. (1998) Linkage disequilibrium mapping ofcomplex disease: fantasy or reality? Curr. Opin. Biotechnol. 9, 578ā594.
Weiss, K. M. and Terwilliger, J. D. (2000) How many diseases does it take tomap a gene with SNPs? Nat. Genet. 26, 151ā157.
Ozaki, K., Ohnishi, Y., Iida, A., et al. (2002) Functional SNPs in thelymphotoxin-alpha gene that are associated with susceptibility to myocardial infarction.Nat. Genet. 32, 650ā654.
Raamsdonk, L. M., Teusink, B., Broadhurst, D., et al. (2001) A functionalgenomics strategy that uses metabolome data to reveal the phenotype of silentmutations. Nat. Biotechnol. 19, 45ā50.
Phelps, T. J., Palumbo, A. V., and Beliaev, A. S. (2002) Metabolomics andmicroarrays for improved understanding of phenotypic characteristics controlledby both genomics and environmental constraints. Curr. Opin. Biotechnol. 13,20ā24.
van Ommen, B. and Stierum, R. (2002) Nutrigenomics: exploiting systems biologyin the nutrition and health arena. Curr. Opin. Biotechnol. 13, 517ā521.
Watkins, S. M. and German, J. B. (2002) Toward the implementation ofmetabolomic assessments of human health and nutrition. Curr. Opin. Biotechnol 13, 512ā516.
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Charles, A. (2005). Selection of Candidate Genes in Hypertension. In: Fennell, J.P., Baker, A.H. (eds) Hypertension. Methods In Molecular Medicineā¢, vol 108. Humana Press. https://doi.org/10.1385/1-59259-850-1:107
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