Skip to main content
Top
Published in: BMC Medical Genetics 1/2010

Open Access 01-12-2010 | Research article

A meta-analysis of genome-wide data from five European isolates reveals an association of COL22A1, SYT1, and GABRR2with serum creatinine level

Authors: Cristian Pattaro, Alessandro De Grandi, Veronique Vitart, Caroline Hayward, Andre Franke, Yurii S Aulchenko, Asa Johansson, Sarah H Wild, Scott A Melville, Aaron Isaacs, Ozren Polasek, David Ellinghaus, Ivana Kolcic, Ute Nöthlings, Lina Zgaga, Tatijana Zemunik, Carsten Gnewuch, Stefan Schreiber, Susan Campbell, Nick Hastie, Mladen Boban, Thomas Meitinger, Ben A Oostra, Peter Riegler, Cosetta Minelli, Alan F Wright, Harry Campbell, Cornelia M van Duijn, Ulf Gyllensten, James F Wilson, Michael Krawczak, Igor Rudan, Peter P Pramstaller, the EUROSPAN consortium

Published in: BMC Medical Genetics | Issue 1/2010

Login to get access

Abstract

Background

Serum creatinine (SCR) is the most important biomarker for a quick and non-invasive assessment of kidney function in population-based surveys. A substantial proportion of the inter-individual variability in SCR level is explicable by genetic factors.

Methods

We performed a meta-analysis of genome-wide association studies of SCR undertaken in five population isolates ('discovery cohorts'), all of which are part of the European Special Population Network (EUROSPAN) project. Genes showing the strongest evidence for an association with SCR (candidate loci) were replicated in two additional population-based samples ('replication cohorts').

Results

After the discovery meta-analysis, 29 loci were selected for replication. Association between SCR level and polymorphisms in the collagen type XXII alpha 1 (COL22A1) gene, on chromosome 8, and in the synaptotagmin-1 (SYT1) gene, on chromosome 12, were successfully replicated in the replication cohorts (p value = 1.0 × 10-6 and 1.7 × 10-4, respectively). Evidence of association was also found for polymorphisms in a locus including the gamma-aminobutyric acid receptor rho-2 (GABRR2) gene and the ubiquitin-conjugating enzyme E2-J1 (UBE2J1) gene (replication p value = 3.6 × 10-3). Previously reported findings, associating glomerular filtration rate with SNPs in the uromodulin (UMOD) gene and in the schroom family member 3 (SCHROOM3) gene were also replicated.

Conclusions

While confirming earlier results, our study provides new insights in the understanding of the genetic basis of serum creatinine regulatory processes. In particular, the association with the genes SYT1 and GABRR2 corroborate previous findings that highlighted a possible role of the neurotransmitters GABAA receptors in the regulation of the glomerular basement membrane and a possible interaction between GABAAreceptors and synaptotagmin-I at the podocyte level.
Appendix
Available only for authorised users
Literature
1.
go back to reference Stevens LA, Coresh J, Greene T, Levey AS: Assessing kidney function--measured and estimated glomerular filtration rate. N Engl J Med. 2006, 354 (23): 2473-2483. 10.1056/NEJMra054415.CrossRefPubMed Stevens LA, Coresh J, Greene T, Levey AS: Assessing kidney function--measured and estimated glomerular filtration rate. N Engl J Med. 2006, 354 (23): 2473-2483. 10.1056/NEJMra054415.CrossRefPubMed
2.
go back to reference Praught ML, Shlipak MG: Are small changes in serum creatinine an important risk factor?. Curr Opin Nephrol Hypertens. 2005, 14 (3): 265-270. 10.1097/01.mnh.0000165894.90748.72.CrossRefPubMed Praught ML, Shlipak MG: Are small changes in serum creatinine an important risk factor?. Curr Opin Nephrol Hypertens. 2005, 14 (3): 265-270. 10.1097/01.mnh.0000165894.90748.72.CrossRefPubMed
3.
go back to reference Whitfield JB, Martin NG: The effects of inheritance on constituents of plasma: a twin study on some biochemical variables. Ann Clin Biochem. 1984, 21 (3): 176-183.CrossRefPubMed Whitfield JB, Martin NG: The effects of inheritance on constituents of plasma: a twin study on some biochemical variables. Ann Clin Biochem. 1984, 21 (3): 176-183.CrossRefPubMed
4.
go back to reference Pattaro C, Aulchenko YS, Isaacs A, Vitart V, Hayward C, Franklin CS, Polasek O, Kolcic I, Biloglav Z, Campbell S, Hastie N, Lauc G, Meitinger T, Oostra BA, Gyllensten U, Wilson JF, Pichler I, Hicks AA, Campbell H, Wright AF, Rudan I, van Duijn CM, Riegler P, Marroni F, Pramstaller PP: Genome-wide linkage analysis of serum creatinine in three isolated European populations. Kidney Int. 2009, 76 (3): 297-306. 10.1038/ki.2009.135.CrossRefPubMed Pattaro C, Aulchenko YS, Isaacs A, Vitart V, Hayward C, Franklin CS, Polasek O, Kolcic I, Biloglav Z, Campbell S, Hastie N, Lauc G, Meitinger T, Oostra BA, Gyllensten U, Wilson JF, Pichler I, Hicks AA, Campbell H, Wright AF, Rudan I, van Duijn CM, Riegler P, Marroni F, Pramstaller PP: Genome-wide linkage analysis of serum creatinine in three isolated European populations. Kidney Int. 2009, 76 (3): 297-306. 10.1038/ki.2009.135.CrossRefPubMed
5.
go back to reference Fox CS, Yang Q, Cupples LA, Guo CY, Larson MG, Leip EP, Wilson PW, Levy D: Genomewide linkage analysis to serum creatinine, GFR, and creatinine clearance in a community-based population: the Framingham Heart Study. J Am Soc Nephrol. 2004, 15 (9): 2457-2461. 10.1097/01.ASN.0000135972.13396.6F.CrossRefPubMed Fox CS, Yang Q, Cupples LA, Guo CY, Larson MG, Leip EP, Wilson PW, Levy D: Genomewide linkage analysis to serum creatinine, GFR, and creatinine clearance in a community-based population: the Framingham Heart Study. J Am Soc Nephrol. 2004, 15 (9): 2457-2461. 10.1097/01.ASN.0000135972.13396.6F.CrossRefPubMed
6.
go back to reference Hunt SC, Coon H, Hasstedt SJ, Cawthon RM, Camp NJ, Wu LL, Hopkins PN: Linkage of serum creatinine and glomerular filtration rate to chromosome 2 in Utah pedigrees. Am J Hypertens. 2004, 17 (6): 511-515. 10.1016/j.amjhyper.2004.02.019.CrossRefPubMed Hunt SC, Coon H, Hasstedt SJ, Cawthon RM, Camp NJ, Wu LL, Hopkins PN: Linkage of serum creatinine and glomerular filtration rate to chromosome 2 in Utah pedigrees. Am J Hypertens. 2004, 17 (6): 511-515. 10.1016/j.amjhyper.2004.02.019.CrossRefPubMed
7.
go back to reference Arar NH, Voruganti VS, Nath SD, Thameem F, Bauer R, Cole SA, Blangero J, MacCluer JW, Comuzzie AG, Abboud HE: A genome-wide search for linkage to chronic kidney disease in a community-based sample: the SAFHS. Nephrol Dial Transplant. 2008, 23 (10): 3184-3191. 10.1093/ndt/gfn215.CrossRefPubMedPubMedCentral Arar NH, Voruganti VS, Nath SD, Thameem F, Bauer R, Cole SA, Blangero J, MacCluer JW, Comuzzie AG, Abboud HE: A genome-wide search for linkage to chronic kidney disease in a community-based sample: the SAFHS. Nephrol Dial Transplant. 2008, 23 (10): 3184-3191. 10.1093/ndt/gfn215.CrossRefPubMedPubMedCentral
8.
go back to reference Chen G, Adeyemo AA, Zhou J, Chen Y, Doumatey A, Lashley K, Huang H, Amoah A, Agyenim-Boateng K, Eghan BA, Okafor G, Acheampong J, Oli J, Fasanmade O, Johnson T, Rotimi C: A genome-wide search for linkage to renal function phenotypes in West Africans with type 2 diabetes. Am J Kidney Dis. 2007, 49 (3): 394-400. 10.1053/j.ajkd.2006.12.011.CrossRefPubMed Chen G, Adeyemo AA, Zhou J, Chen Y, Doumatey A, Lashley K, Huang H, Amoah A, Agyenim-Boateng K, Eghan BA, Okafor G, Acheampong J, Oli J, Fasanmade O, Johnson T, Rotimi C: A genome-wide search for linkage to renal function phenotypes in West Africans with type 2 diabetes. Am J Kidney Dis. 2007, 49 (3): 394-400. 10.1053/j.ajkd.2006.12.011.CrossRefPubMed
9.
go back to reference DeWan AT, Arnett DK, Atwood LD, Province MA, Lewis CE, Hunt SC, Eckfeldt J: A genome scan for renal function among hypertensives: the HyperGEN study. Am J Hum Genet. 2001, 68 (1): 136-144. 10.1086/316927.CrossRefPubMed DeWan AT, Arnett DK, Atwood LD, Province MA, Lewis CE, Hunt SC, Eckfeldt J: A genome scan for renal function among hypertensives: the HyperGEN study. Am J Hum Genet. 2001, 68 (1): 136-144. 10.1086/316927.CrossRefPubMed
10.
go back to reference Leon JM, Freedman BI, Miller MB, North KE, Hunt SC, Eckfeldt JH, Lewis CE, Kraja AT, Djousse L, Arnett DK: Genome scan of glomerular filtration rate and albuminuria: the HyperGEN study. Nephrol Dial Transplant. 2007, 22 (3): 763-771. 10.1093/ndt/gfl674.CrossRefPubMed Leon JM, Freedman BI, Miller MB, North KE, Hunt SC, Eckfeldt JH, Lewis CE, Kraja AT, Djousse L, Arnett DK: Genome scan of glomerular filtration rate and albuminuria: the HyperGEN study. Nephrol Dial Transplant. 2007, 22 (3): 763-771. 10.1093/ndt/gfl674.CrossRefPubMed
11.
go back to reference Mottl AK, Vupputuri S, Cole SA, Almasy L, Goring HH, Diego VP, Laston S, Franceschini N, Shara NM, Lee ET, Best LG, Fabsitz RR, MacCluer JW, Umans JG, North KE: Linkage analysis of glomerular filtration rate in American Indians. Kidney Int. 2008, 74 (9): 1185-1191. 10.1038/ki.2008.410.CrossRefPubMedPubMedCentral Mottl AK, Vupputuri S, Cole SA, Almasy L, Goring HH, Diego VP, Laston S, Franceschini N, Shara NM, Lee ET, Best LG, Fabsitz RR, MacCluer JW, Umans JG, North KE: Linkage analysis of glomerular filtration rate in American Indians. Kidney Int. 2008, 74 (9): 1185-1191. 10.1038/ki.2008.410.CrossRefPubMedPubMedCentral
12.
go back to reference Placha G, Poznik GD, Dunn J, Smiles A, Krolewski B, Glew T, Puppala S, Schneider J, Rogus JJ, Rich SS, Duggirala R, Warram JH, Krolewski AS: A genome-wide linkage scan for genes controlling variation in renal function estimated by serum cystatin C levels in extended families with type 2 diabetes. Diabetes. 2006, 55 (12): 3358-3365. 10.2337/db06-0781.CrossRefPubMed Placha G, Poznik GD, Dunn J, Smiles A, Krolewski B, Glew T, Puppala S, Schneider J, Rogus JJ, Rich SS, Duggirala R, Warram JH, Krolewski AS: A genome-wide linkage scan for genes controlling variation in renal function estimated by serum cystatin C levels in extended families with type 2 diabetes. Diabetes. 2006, 55 (12): 3358-3365. 10.2337/db06-0781.CrossRefPubMed
13.
go back to reference Puppala S, Arya R, Thameem F, Arar NH, Bhandari K, Lehman DM, Schneider J, Fowler S, Farook VS, Diego VP, Almasy L, Blangero J, Stern MP, Duggirala R, Abboud HE: Genotype by diabetes interaction effects on the detection of linkage of glomerular filtration rate to a region on chromosome 2q in Mexican Americans. Diabetes. 2007, 56 (11): 2818-2828. 10.2337/db06-0984.CrossRefPubMed Puppala S, Arya R, Thameem F, Arar NH, Bhandari K, Lehman DM, Schneider J, Fowler S, Farook VS, Diego VP, Almasy L, Blangero J, Stern MP, Duggirala R, Abboud HE: Genotype by diabetes interaction effects on the detection of linkage of glomerular filtration rate to a region on chromosome 2q in Mexican Americans. Diabetes. 2007, 56 (11): 2818-2828. 10.2337/db06-0984.CrossRefPubMed
14.
go back to reference Schelling JR, Abboud HE, Nicholas SB, Pahl MV, Sedor JR, Adler SG, Arar NH, Bowden DW, Elston RC, Freedman BI, Goddard KA, Guo X, Hanson RL, Ipp E, Iyengar SK, Jun G, Kao WH, Kasinath BS, Kimmel PL, Klag MJ, Knowler WC, Nelson RG, Parekh RS, Quade SR, Rich SS, Saad MF, Scavini M, Smith MW, Taylor K, Winkler CA, et al: Genome-wide scan for estimated glomerular filtration rate in multi-ethnic diabetic populations: the Family Investigation of Nephropathy and Diabetes (FIND). Diabetes. 2008, 57 (1): 235-243. 10.2337/db07-0313.CrossRefPubMed Schelling JR, Abboud HE, Nicholas SB, Pahl MV, Sedor JR, Adler SG, Arar NH, Bowden DW, Elston RC, Freedman BI, Goddard KA, Guo X, Hanson RL, Ipp E, Iyengar SK, Jun G, Kao WH, Kasinath BS, Kimmel PL, Klag MJ, Knowler WC, Nelson RG, Parekh RS, Quade SR, Rich SS, Saad MF, Scavini M, Smith MW, Taylor K, Winkler CA, et al: Genome-wide scan for estimated glomerular filtration rate in multi-ethnic diabetic populations: the Family Investigation of Nephropathy and Diabetes (FIND). Diabetes. 2008, 57 (1): 235-243. 10.2337/db07-0313.CrossRefPubMed
15.
go back to reference Turner ST, Kardia SL, Mosley TH, Rule AD, Boerwinkle E, de Andrade M: Influence of genomic loci on measures of chronic kidney disease in hypertensive sibships. J Am Soc Nephrol. 2006, 17 (7): 2048-2055. 10.1681/ASN.2005121254.CrossRefPubMed Turner ST, Kardia SL, Mosley TH, Rule AD, Boerwinkle E, de Andrade M: Influence of genomic loci on measures of chronic kidney disease in hypertensive sibships. J Am Soc Nephrol. 2006, 17 (7): 2048-2055. 10.1681/ASN.2005121254.CrossRefPubMed
16.
go back to reference Hwang SJ, Yang Q, Meigs JB, Pearce EN, Fox CS: A genome-wide association for kidney function and endocrine-related traits in the NHLBI's Framingham Heart Study. BMC Med Genet. 2007, 8 (Suppl 1): S10-10.1186/1471-2350-8-S1-S10.CrossRefPubMedPubMedCentral Hwang SJ, Yang Q, Meigs JB, Pearce EN, Fox CS: A genome-wide association for kidney function and endocrine-related traits in the NHLBI's Framingham Heart Study. BMC Med Genet. 2007, 8 (Suppl 1): S10-10.1186/1471-2350-8-S1-S10.CrossRefPubMedPubMedCentral
17.
go back to reference Kottgen A, Kao WH, Hwang SJ, Boerwinkle E, Yang Q, Levy D, Benjamin EJ, Larson MG, Astor BC, Coresh J, Fox CS: Genome-wide association study for renal traits in the Framingham Heart and Atherosclerosis Risk in Communities Studies. BMC Med Genet. 2008, 9: 49-10.1186/1471-2350-9-49.CrossRefPubMedPubMedCentral Kottgen A, Kao WH, Hwang SJ, Boerwinkle E, Yang Q, Levy D, Benjamin EJ, Larson MG, Astor BC, Coresh J, Fox CS: Genome-wide association study for renal traits in the Framingham Heart and Atherosclerosis Risk in Communities Studies. BMC Med Genet. 2008, 9: 49-10.1186/1471-2350-9-49.CrossRefPubMedPubMedCentral
18.
go back to reference Kottgen A, Glazer NL, Dehghan A, Hwang SJ, Katz R, Li M, Yang Q, Gudnason V, Launer LJ, Harris TB, Smith AV, Arking DE, Astor BC, Boerwinkle E, Ehret GB, Ruczinski I, Scharpf RB, Ida Chen YD, de Boer IH, Haritunians T, Lumley T, Sarnak M, Siscovick D, Benjamin EJ, Levy D, Upadhyay A, Aulchenko YS, Hofman A, Rivadeneira F, Uitterlinden AG, et al: Multiple loci associated with indices of renal function and chronic kidney disease. Nat Genet. 2009, 41: 712-717. 10.1038/ng.377.CrossRefPubMedPubMedCentral Kottgen A, Glazer NL, Dehghan A, Hwang SJ, Katz R, Li M, Yang Q, Gudnason V, Launer LJ, Harris TB, Smith AV, Arking DE, Astor BC, Boerwinkle E, Ehret GB, Ruczinski I, Scharpf RB, Ida Chen YD, de Boer IH, Haritunians T, Lumley T, Sarnak M, Siscovick D, Benjamin EJ, Levy D, Upadhyay A, Aulchenko YS, Hofman A, Rivadeneira F, Uitterlinden AG, et al: Multiple loci associated with indices of renal function and chronic kidney disease. Nat Genet. 2009, 41: 712-717. 10.1038/ng.377.CrossRefPubMedPubMedCentral
19.
go back to reference Kao WH, Klag MJ, Meoni LA, Reich D, Berthier-Schaad Y, Li M, Coresh J, Patterson N, Tandon A, Powe NR, Fink NE, Sadler JH, Weir MR, Abboud HE, Adler SG, Divers J, Iyengar SK, Freedman BI, Kimmel PL, Knowler WC, Kohn OF, Kramp K, Leehey DJ, Nicholas SB, Pahl MV, Schelling JR, Sedor JR, Thornley-Brown D, Winkler CA, Smith MW, et al: MYH9 is associated with nondiabetic end-stage renal disease in African Americans. Nat Genet. 2008, 40 (10): 1185-1192. 10.1038/ng.232.CrossRefPubMed Kao WH, Klag MJ, Meoni LA, Reich D, Berthier-Schaad Y, Li M, Coresh J, Patterson N, Tandon A, Powe NR, Fink NE, Sadler JH, Weir MR, Abboud HE, Adler SG, Divers J, Iyengar SK, Freedman BI, Kimmel PL, Knowler WC, Kohn OF, Kramp K, Leehey DJ, Nicholas SB, Pahl MV, Schelling JR, Sedor JR, Thornley-Brown D, Winkler CA, Smith MW, et al: MYH9 is associated with nondiabetic end-stage renal disease in African Americans. Nat Genet. 2008, 40 (10): 1185-1192. 10.1038/ng.232.CrossRefPubMed
20.
go back to reference Freedman BI, Hicks PJ, Bostrom MA, Cunningham ME, Liu Y, Divers J, Kopp JB, Winkler CA, Nelson GW, Langefeld CD, Bowden DW: Polymorphisms in the non-muscle myosin heavy chain 9 gene (MYH9) are strongly associated with end-stage renal disease historically attributed to hypertension in African Americans. Kidney Int. 2009, 75 (7): 736-745. 10.1038/ki.2008.701.CrossRefPubMedPubMedCentral Freedman BI, Hicks PJ, Bostrom MA, Cunningham ME, Liu Y, Divers J, Kopp JB, Winkler CA, Nelson GW, Langefeld CD, Bowden DW: Polymorphisms in the non-muscle myosin heavy chain 9 gene (MYH9) are strongly associated with end-stage renal disease historically attributed to hypertension in African Americans. Kidney Int. 2009, 75 (7): 736-745. 10.1038/ki.2008.701.CrossRefPubMedPubMedCentral
21.
go back to reference Kopp JB, Smith MW, Nelson GW, Johnson RC, Freedman BI, Bowden DW, Oleksyk T, McKenzie LM, Kajiyama H, Ahuja TS, Berns JS, Briggs W, Cho ME, Dart RA, Kimmel PL, Korbet SM, Michel DM, Mokrzycki MH, Schelling JR, Simon E, Trachtman H, Vlahov D, Winkler CA: MYH9 is a major-effect risk gene for focal segmental glomerulosclerosis. Nat Genet. 2008, 40 (10): 1175-1184. 10.1038/ng.226.CrossRefPubMedPubMedCentral Kopp JB, Smith MW, Nelson GW, Johnson RC, Freedman BI, Bowden DW, Oleksyk T, McKenzie LM, Kajiyama H, Ahuja TS, Berns JS, Briggs W, Cho ME, Dart RA, Kimmel PL, Korbet SM, Michel DM, Mokrzycki MH, Schelling JR, Simon E, Trachtman H, Vlahov D, Winkler CA: MYH9 is a major-effect risk gene for focal segmental glomerulosclerosis. Nat Genet. 2008, 40 (10): 1175-1184. 10.1038/ng.226.CrossRefPubMedPubMedCentral
22.
go back to reference Neel J: Minority Populations as Genetic Isolates: The Interpretation of Inbreeding Results. Minority Populations. Edited by: Bittles AH, Roberts DF. 1992, Houndmills, Basingstoke, Hampshire and London: The MacMillan Press, 1-13.CrossRef Neel J: Minority Populations as Genetic Isolates: The Interpretation of Inbreeding Results. Minority Populations. Edited by: Bittles AH, Roberts DF. 1992, Houndmills, Basingstoke, Hampshire and London: The MacMillan Press, 1-13.CrossRef
23.
go back to reference Aulchenko YS, Heutink P, Mackay I, Bertoli-Avella AM, Pullen J, Vaessen N, Rademaker TA, Sandkuijl LA, Cardon L, Oostra B, van Duijn CM: Linkage disequilibrium in young genetically isolated Dutch population. Eur J Hum Genet. 2004, 12 (7): 527-534. 10.1038/sj.ejhg.5201188.CrossRefPubMed Aulchenko YS, Heutink P, Mackay I, Bertoli-Avella AM, Pullen J, Vaessen N, Rademaker TA, Sandkuijl LA, Cardon L, Oostra B, van Duijn CM: Linkage disequilibrium in young genetically isolated Dutch population. Eur J Hum Genet. 2004, 12 (7): 527-534. 10.1038/sj.ejhg.5201188.CrossRefPubMed
24.
go back to reference Pardo LM, MacKay I, Oostra B, van Duijn CM, Aulchenko YS: The effect of genetic drift in a young genetically isolated population. Ann Hum Genet. 2005, 69 (3): 288-295. 10.1046/J.1469-1809.2005.00162.x.CrossRefPubMed Pardo LM, MacKay I, Oostra B, van Duijn CM, Aulchenko YS: The effect of genetic drift in a young genetically isolated population. Ann Hum Genet. 2005, 69 (3): 288-295. 10.1046/J.1469-1809.2005.00162.x.CrossRefPubMed
25.
go back to reference Service S, DeYoung J, Karayiorgou M, Roos JL, Pretorious H, Bedoya G, Ospina J, Ruiz-Linares A, Macedo A, Palha JA, Heutink P, Aulchenko Y, Oostra B, van Duijn C, Jarvelin MR, Varilo T, Peddle L, Rahman P, Piras G, Monne M, Murray S, Galver L, Peltonen L, Sabatti C, Collins A, Freimer N: Magnitude and distribution of linkage disequilibrium in population isolates and implications for genome-wide association studies. Nat Genet. 2006, 38 (5): 556-560. 10.1038/ng1770.CrossRefPubMed Service S, DeYoung J, Karayiorgou M, Roos JL, Pretorious H, Bedoya G, Ospina J, Ruiz-Linares A, Macedo A, Palha JA, Heutink P, Aulchenko Y, Oostra B, van Duijn C, Jarvelin MR, Varilo T, Peddle L, Rahman P, Piras G, Monne M, Murray S, Galver L, Peltonen L, Sabatti C, Collins A, Freimer N: Magnitude and distribution of linkage disequilibrium in population isolates and implications for genome-wide association studies. Nat Genet. 2006, 38 (5): 556-560. 10.1038/ng1770.CrossRefPubMed
26.
go back to reference Pattaro C, Marroni F, Riegler A, Mascalzoni D, Pichler I, Volpato CB, Dal Cero U, De Grandi A, Egger C, Eisendle A, Fuchsberger C, Gogele M, Pedrotti S, Pinggera GK, Stefanov SA, Vogl FD, Wiedermann CJ, Meitinger T, Pramstaller PP: The genetic study of three population microisolates in South Tyrol (MICROS): study design and epidemiological perspectives. BMC Med Genet. 2007, 8: 29-10.1186/1471-2350-8-29.CrossRefPubMedPubMedCentral Pattaro C, Marroni F, Riegler A, Mascalzoni D, Pichler I, Volpato CB, Dal Cero U, De Grandi A, Egger C, Eisendle A, Fuchsberger C, Gogele M, Pedrotti S, Pinggera GK, Stefanov SA, Vogl FD, Wiedermann CJ, Meitinger T, Pramstaller PP: The genetic study of three population microisolates in South Tyrol (MICROS): study design and epidemiological perspectives. BMC Med Genet. 2007, 8: 29-10.1186/1471-2350-8-29.CrossRefPubMedPubMedCentral
27.
go back to reference Johansson A, Vavruch-Nilsson V, Cox DR, Frazer KA, Gyllensten U: Evaluation of the SNP tagging approach in an independent population sample--array-based SNP discovery in Sami. Hum Genet. 2007, 122 (2): 141-150. 10.1007/s00439-007-0379-2.CrossRefPubMed Johansson A, Vavruch-Nilsson V, Cox DR, Frazer KA, Gyllensten U: Evaluation of the SNP tagging approach in an independent population sample--array-based SNP discovery in Sami. Hum Genet. 2007, 122 (2): 141-150. 10.1007/s00439-007-0379-2.CrossRefPubMed
28.
go back to reference Johansson A, Vavruch-Nilsson V, Edin-Liljegren A, Sjolander P, Gyllensten U: Linkage disequilibrium between microsatellite markers in the Swedish Sami relative to a worldwide selection of populations. Hum Genet. 2005, 116 (1-2): 105-113. 10.1007/s00439-004-1213-8.CrossRefPubMed Johansson A, Vavruch-Nilsson V, Edin-Liljegren A, Sjolander P, Gyllensten U: Linkage disequilibrium between microsatellite markers in the Swedish Sami relative to a worldwide selection of populations. Hum Genet. 2005, 116 (1-2): 105-113. 10.1007/s00439-004-1213-8.CrossRefPubMed
29.
go back to reference McQuillan R, Leutenegger AL, Abdel-Rahman R, Franklin CS, Pericic M, Barac-Lauc L, Smolej-Narancic N, Janicijevic B, Polasek O, Tenesa A, Macleod AK, Farrington SM, Rudan P, Hayward C, Vitart V, Rudan I, Wild SH, Dunlop MG, Wright AF, Campbell H, Wilson JF: Runs of homozygosity in European populations. Am J Hum Genet. 2008, 83 (3): 359-372. 10.1016/j.ajhg.2008.08.007.CrossRefPubMedPubMedCentral McQuillan R, Leutenegger AL, Abdel-Rahman R, Franklin CS, Pericic M, Barac-Lauc L, Smolej-Narancic N, Janicijevic B, Polasek O, Tenesa A, Macleod AK, Farrington SM, Rudan P, Hayward C, Vitart V, Rudan I, Wild SH, Dunlop MG, Wright AF, Campbell H, Wilson JF: Runs of homozygosity in European populations. Am J Hum Genet. 2008, 83 (3): 359-372. 10.1016/j.ajhg.2008.08.007.CrossRefPubMedPubMedCentral
30.
go back to reference Rudan I, Biloglav Z, Vorko-Jovic A, Kujundzic-Tiljak M, Stevanovic R, Ropac D, Puntaric D, Cucevic B, Salzer B, Campbell H: Effects of inbreeding, endogamy, genetic admixture, and outbreeding on human health: a (1001 Dalmatians) study. Croat Med J. 2006, 47 (4): 601-610.PubMedPubMedCentral Rudan I, Biloglav Z, Vorko-Jovic A, Kujundzic-Tiljak M, Stevanovic R, Ropac D, Puntaric D, Cucevic B, Salzer B, Campbell H: Effects of inbreeding, endogamy, genetic admixture, and outbreeding on human health: a (1001 Dalmatians) study. Croat Med J. 2006, 47 (4): 601-610.PubMedPubMedCentral
31.
go back to reference Rudan I, Campbell H, Rudan P: Genetic epidemiological studies of eastern Adriatic Island isolates, Croatia: objective and strategies. Coll Antropol. 1999, 23 (2): 531-546.PubMed Rudan I, Campbell H, Rudan P: Genetic epidemiological studies of eastern Adriatic Island isolates, Croatia: objective and strategies. Coll Antropol. 1999, 23 (2): 531-546.PubMed
32.
go back to reference Guder WG, Hoffmann GE, Hubbuch A, Poppe WA, Siedel J, Price CP: Multicentre evaluation of an enzymatic method for creatinine determination using a sensitive colour reagent. J Clin Chem Clin Biochem. 1986, 24 (11): 889-902.PubMed Guder WG, Hoffmann GE, Hubbuch A, Poppe WA, Siedel J, Price CP: Multicentre evaluation of an enzymatic method for creatinine determination using a sensitive colour reagent. J Clin Chem Clin Biochem. 1986, 24 (11): 889-902.PubMed
33.
go back to reference Krawczak M, Nikolaus S, von Eberstein H, Croucher PJ, El Mokhtari NE, Schreiber S: PopGen: population-based recruitment of patients and controls for the analysis of complex genotype-phenotype relationships. Community Genet. 2006, 9 (1): 55-61. 10.1159/000090694.PubMed Krawczak M, Nikolaus S, von Eberstein H, Croucher PJ, El Mokhtari NE, Schreiber S: PopGen: population-based recruitment of patients and controls for the analysis of complex genotype-phenotype relationships. Community Genet. 2006, 9 (1): 55-61. 10.1159/000090694.PubMed
34.
go back to reference Polasek O, Marusic A, Rotim K, Hayward C, Vitart V, Huffman J, Campbell S, Jankovic S, Boban M, Biloglav Z, Kolcic I, Krzelj V, Terzic J, Matec L, Tometic G, Nonkovic D, Nincevic J, Pehlic M, Zedelj J, Velagic V, Juricic D, Kirac I, Belak Kovacevic S, Wright AF, Campbell H, Rudan I: Genome-wide association study of anthropometric traits in Korcula Island, Croatia. Croat Med J. 2009, 50 (1): 7-16. 10.3325/cmj.2009.50.7.CrossRefPubMedPubMedCentral Polasek O, Marusic A, Rotim K, Hayward C, Vitart V, Huffman J, Campbell S, Jankovic S, Boban M, Biloglav Z, Kolcic I, Krzelj V, Terzic J, Matec L, Tometic G, Nonkovic D, Nincevic J, Pehlic M, Zedelj J, Velagic V, Juricic D, Kirac I, Belak Kovacevic S, Wright AF, Campbell H, Rudan I: Genome-wide association study of anthropometric traits in Korcula Island, Croatia. Croat Med J. 2009, 50 (1): 7-16. 10.3325/cmj.2009.50.7.CrossRefPubMedPubMedCentral
35.
go back to reference Amin N, van Duijn CM, Aulchenko YS: A genomic background based method for association analysis in related individuals. PLoS One. 2007, 2 (12): e1274-10.1371/journal.pone.0001274.CrossRefPubMedPubMedCentral Amin N, van Duijn CM, Aulchenko YS: A genomic background based method for association analysis in related individuals. PLoS One. 2007, 2 (12): e1274-10.1371/journal.pone.0001274.CrossRefPubMedPubMedCentral
36.
37.
go back to reference Aulchenko YS, Ripke S, Isaacs A, van Duijn CM: GenABEL: an R library for genome-wide association analysis. Bioinformatics. 2007, 23 (10): 1294-1296. 10.1093/bioinformatics/btm108.CrossRefPubMed Aulchenko YS, Ripke S, Isaacs A, van Duijn CM: GenABEL: an R library for genome-wide association analysis. Bioinformatics. 2007, 23 (10): 1294-1296. 10.1093/bioinformatics/btm108.CrossRefPubMed
38.
39.
go back to reference Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PI, Daly MJ, Sham PC: PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007, 81 (3): 559-575. 10.1086/519795.CrossRefPubMedPubMedCentral Purcell S, Neale B, Todd-Brown K, Thomas L, Ferreira MA, Bender D, Maller J, Sklar P, de Bakker PI, Daly MJ, Sham PC: PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet. 2007, 81 (3): 559-575. 10.1086/519795.CrossRefPubMedPubMedCentral
40.
go back to reference Fisher R: Statistical methods for research workers. 1932, Edinburgh: Oliver and Boyd, 4 Fisher R: Statistical methods for research workers. 1932, Edinburgh: Oliver and Boyd, 4
41.
go back to reference Benjamini Y, Hochberg Y: Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Series B (Methodological). 1995, 57 (1): 289-300. Benjamini Y, Hochberg Y: Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Series B (Methodological). 1995, 57 (1): 289-300.
42.
go back to reference Gabriel SB, Schaffner SF, Nguyen H, Moore JM, Roy J, Blumenstiel B, Higgins J, DeFelice M, Lochner A, Faggart M, Liu-Cordero SN, Rotimi C, Adeyemo A, Cooper R, Ward R, Lander ES, Daly MJ, Altshuler D: The structure of haplotype blocks in the human genome. Science. 2002, 296 (5576): 2225-2229. 10.1126/science.1069424.CrossRefPubMed Gabriel SB, Schaffner SF, Nguyen H, Moore JM, Roy J, Blumenstiel B, Higgins J, DeFelice M, Lochner A, Faggart M, Liu-Cordero SN, Rotimi C, Adeyemo A, Cooper R, Ward R, Lander ES, Daly MJ, Altshuler D: The structure of haplotype blocks in the human genome. Science. 2002, 296 (5576): 2225-2229. 10.1126/science.1069424.CrossRefPubMed
43.
go back to reference R Development Core Team: R: A Language and Environment for Statistical Computing. 2.8.0 edn. 2008, Vienna, Austria: R Foundation for Statistical Computing R Development Core Team: R: A Language and Environment for Statistical Computing. 2.8.0 edn. 2008, Vienna, Austria: R Foundation for Statistical Computing
44.
go back to reference Devlin B, Roeder K: Genomic control for association studies. Biometrics. 1999, 55 (4): 997-1004. 10.1111/j.0006-341X.1999.00997.x.CrossRefPubMed Devlin B, Roeder K: Genomic control for association studies. Biometrics. 1999, 55 (4): 997-1004. 10.1111/j.0006-341X.1999.00997.x.CrossRefPubMed
45.
go back to reference Hudson BG, Tryggvason K, Sundaramoorthy M, Neilson EG: Alport's syndrome, Goodpasture's syndrome, and type IV collagen. N Engl J Med. 2003, 348 (25): 2543-2556. 10.1056/NEJMra022296.CrossRefPubMed Hudson BG, Tryggvason K, Sundaramoorthy M, Neilson EG: Alport's syndrome, Goodpasture's syndrome, and type IV collagen. N Engl J Med. 2003, 348 (25): 2543-2556. 10.1056/NEJMra022296.CrossRefPubMed
46.
go back to reference Badenas C, Praga M, Tazon B, Heidet L, Arrondel C, Armengol A, Andres A, Morales E, Camacho JA, Lens X, Davila S, Mila M, Antignac C, Darnell A, Torra R: Mutations in theCOL4A4 and COL4A3 genes cause familial benign hematuria. J Am Soc Nephrol. 2002, 13 (5): 1248-1254.PubMed Badenas C, Praga M, Tazon B, Heidet L, Arrondel C, Armengol A, Andres A, Morales E, Camacho JA, Lens X, Davila S, Mila M, Antignac C, Darnell A, Torra R: Mutations in theCOL4A4 and COL4A3 genes cause familial benign hematuria. J Am Soc Nephrol. 2002, 13 (5): 1248-1254.PubMed
47.
go back to reference Greene CS, Penrod NM, Williams SM, Moore JH: Failure to replicate a genetic association may provide important clues about genetic architecture. PLoS One. 2009, 4 (6): e5639-10.1371/journal.pone.0005639.CrossRefPubMedPubMedCentral Greene CS, Penrod NM, Williams SM, Moore JH: Failure to replicate a genetic association may provide important clues about genetic architecture. PLoS One. 2009, 4 (6): e5639-10.1371/journal.pone.0005639.CrossRefPubMedPubMedCentral
48.
go back to reference Koch M, Schulze J, Hansen U, Ashwodt T, Keene DR, Brunken WJ, Burgeson RE, Bruckner P, Bruckner-Tuderman L: A novel marker of tissue junctions, collagen XXII. J Biol Chem. 2004, 279 (21): 22514-22521. 10.1074/jbc.M400536200.CrossRefPubMedPubMedCentral Koch M, Schulze J, Hansen U, Ashwodt T, Keene DR, Brunken WJ, Burgeson RE, Bruckner P, Bruckner-Tuderman L: A novel marker of tissue junctions, collagen XXII. J Biol Chem. 2004, 279 (21): 22514-22521. 10.1074/jbc.M400536200.CrossRefPubMedPubMedCentral
49.
go back to reference Tokuoka H, Goda Y: Synaptotagmin in Ca2+ -dependent exocytosis: dynamic action in a flash. Neuron. 2003, 38 (4): 521-524. 10.1016/S0896-6273(03)00290-3.CrossRefPubMed Tokuoka H, Goda Y: Synaptotagmin in Ca2+ -dependent exocytosis: dynamic action in a flash. Neuron. 2003, 38 (4): 521-524. 10.1016/S0896-6273(03)00290-3.CrossRefPubMed
50.
go back to reference Rastaldi MP, Armelloni S, Berra S, Calvaresi N, Corbelli A, Giardino LA, Li M, Wang GQ, Fornasieri A, Villa A, Heikkila E, Soliymani R, Boucherot A, Cohen CD, Kretzler M, Nitsche A, Ripamonti M, Malgaroli A, Pesaresi M, Forloni GL, Schlondorff D, Holthofer H, D'Amico G: Glomerular podocytes contain neuron-like functional synaptic vesicles. Faseb J. 2006, 20 (7): 976-978. 10.1096/fj.05-4962fje.CrossRefPubMed Rastaldi MP, Armelloni S, Berra S, Calvaresi N, Corbelli A, Giardino LA, Li M, Wang GQ, Fornasieri A, Villa A, Heikkila E, Soliymani R, Boucherot A, Cohen CD, Kretzler M, Nitsche A, Ripamonti M, Malgaroli A, Pesaresi M, Forloni GL, Schlondorff D, Holthofer H, D'Amico G: Glomerular podocytes contain neuron-like functional synaptic vesicles. Faseb J. 2006, 20 (7): 976-978. 10.1096/fj.05-4962fje.CrossRefPubMed
51.
go back to reference Mikoshiba K, Fukuda M, Ibata K, Kabayama H, Mizutani A: Role of synaptotagmin, a Ca2+ and inositol polyphosphate binding protein, in neurotransmitter release and neurite outgrowth. Chem Phys Lipids. 1999, 98 (1-2): 59-67. 10.1016/S0009-3084(99)00018-3.CrossRefPubMed Mikoshiba K, Fukuda M, Ibata K, Kabayama H, Mizutani A: Role of synaptotagmin, a Ca2+ and inositol polyphosphate binding protein, in neurotransmitter release and neurite outgrowth. Chem Phys Lipids. 1999, 98 (1-2): 59-67. 10.1016/S0009-3084(99)00018-3.CrossRefPubMed
52.
go back to reference Nothnagel M, Ellinghaus D, Schreiber S, Krawczak M, Franke A: A comprehensive evaluation of SNP genotype imputation. Hum Genet. 2009, 125 (2): 163-171. 10.1007/s00439-008-0606-5.CrossRefPubMed Nothnagel M, Ellinghaus D, Schreiber S, Krawczak M, Franke A: A comprehensive evaluation of SNP genotype imputation. Hum Genet. 2009, 125 (2): 163-171. 10.1007/s00439-008-0606-5.CrossRefPubMed
53.
go back to reference Vitart V, Biloglav Z, Hayward C, Janicijevic B, Smolej-Narancic N, Barac L, Pericic M, Klaric IM, Skaric-Juric T, Barbalic M, Polasek O, Kolcic I, Carothers A, Rudan P, Hastie N, Wright A, Campbell H, Rudan I: 3000 years of solitude: extreme differentiation in the island isolates of Dalmatia, Croatia. Eur J Hum Genet. 2006, 14 (4): 478-487. 10.1038/sj.ejhg.5201589.CrossRefPubMed Vitart V, Biloglav Z, Hayward C, Janicijevic B, Smolej-Narancic N, Barac L, Pericic M, Klaric IM, Skaric-Juric T, Barbalic M, Polasek O, Kolcic I, Carothers A, Rudan P, Hastie N, Wright A, Campbell H, Rudan I: 3000 years of solitude: extreme differentiation in the island isolates of Dalmatia, Croatia. Eur J Hum Genet. 2006, 14 (4): 478-487. 10.1038/sj.ejhg.5201589.CrossRefPubMed
54.
go back to reference Sarang SS, Plotkin MD, Gullans SR, Cummings BS, Grant DF, Schnellmann RG: Identification of the gamma-aminobutyric acid receptor beta(2) and beta(3) subunits in rat, rabbit, and human kidneys. J Am Soc Nephrol. 2001, 12 (6): 1107-1113.PubMed Sarang SS, Plotkin MD, Gullans SR, Cummings BS, Grant DF, Schnellmann RG: Identification of the gamma-aminobutyric acid receptor beta(2) and beta(3) subunits in rat, rabbit, and human kidneys. J Am Soc Nephrol. 2001, 12 (6): 1107-1113.PubMed
55.
go back to reference Marcos I, Ruiz A, Blaschak CJ, Borrego S, Cutting GR, Antinolo G: Mutation analysis of GABRR1 and GABRR2 in autosomal recessive retinitis pigmentosa. J Med Genet. 2000, 37 (6): E5-10.1136/jmg.37.6.e5.CrossRefPubMedPubMedCentral Marcos I, Ruiz A, Blaschak CJ, Borrego S, Cutting GR, Antinolo G: Mutation analysis of GABRR1 and GABRR2 in autosomal recessive retinitis pigmentosa. J Med Genet. 2000, 37 (6): E5-10.1136/jmg.37.6.e5.CrossRefPubMedPubMedCentral
56.
go back to reference Marroni F, Grazio D, Pattaro C, Devoto M, Pramstaller P: Estimates of genetic and environmental contribution to 43 quantitative traits support sharing of a homogeneous environment in an isolated population from South Tyrol, Italy. Hum Hered. 2008, 65 (3): 175-182. 10.1159/000109734.CrossRefPubMed Marroni F, Grazio D, Pattaro C, Devoto M, Pramstaller P: Estimates of genetic and environmental contribution to 43 quantitative traits support sharing of a homogeneous environment in an isolated population from South Tyrol, Italy. Hum Hered. 2008, 65 (3): 175-182. 10.1159/000109734.CrossRefPubMed
57.
58.
go back to reference Levey AS, Coresh J, Greene T, Stevens LA, Zhang YL, Hendriksen S, Kusek JW, Van Lente F: Using standardized serum creatinine values in the modification of diet in renal disease study equation for estimating glomerular filtration rate. Ann Intern Med. 2006, 145 (4): 247-254.CrossRefPubMed Levey AS, Coresh J, Greene T, Stevens LA, Zhang YL, Hendriksen S, Kusek JW, Van Lente F: Using standardized serum creatinine values in the modification of diet in renal disease study equation for estimating glomerular filtration rate. Ann Intern Med. 2006, 145 (4): 247-254.CrossRefPubMed
Metadata
Title
A meta-analysis of genome-wide data from five European isolates reveals an association of COL22A1, SYT1, and GABRR2with serum creatinine level
Authors
Cristian Pattaro
Alessandro De Grandi
Veronique Vitart
Caroline Hayward
Andre Franke
Yurii S Aulchenko
Asa Johansson
Sarah H Wild
Scott A Melville
Aaron Isaacs
Ozren Polasek
David Ellinghaus
Ivana Kolcic
Ute Nöthlings
Lina Zgaga
Tatijana Zemunik
Carsten Gnewuch
Stefan Schreiber
Susan Campbell
Nick Hastie
Mladen Boban
Thomas Meitinger
Ben A Oostra
Peter Riegler
Cosetta Minelli
Alan F Wright
Harry Campbell
Cornelia M van Duijn
Ulf Gyllensten
James F Wilson
Michael Krawczak
Igor Rudan
Peter P Pramstaller
the EUROSPAN consortium
Publication date
01-12-2010
Publisher
BioMed Central
Published in
BMC Medical Genetics / Issue 1/2010
Electronic ISSN: 1471-2350
DOI
https://doi.org/10.1186/1471-2350-11-41

Other articles of this Issue 1/2010

BMC Medical Genetics 1/2010 Go to the issue