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Genetics of Diabetic Micro- and Macrovascular Complications

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Book cover The Genetics of Type 2 Diabetes and Related Traits

Abstract

The micro- and macrovascular long-term complications of diabetes account for the majority of mortality and morbidity in diabetes. The diagnosis of diabetic nephropathy is highly correlated with the presence of other complications and associated with an increased risk of mortality, whereas cardiovascular disease is often the final cause of death in diabetes. While environmental factors, especially the blood glucose level, play an important role in the development of diabetic complications, the familial clustering of diabetic complications suggests that genetic factors affect their risk as well. As for most of the common and complex diseases, linkage studies and candidate gene studies have resulted in only a few robust genetic risk factors for diabetic complications. Whereas genome-wide association studies have identified multiple susceptibility loci for chronic kidney disease and cardiovascular disease in the nondiabetic population, the first results are now emerging from genome-wide association studies on micro-and macrovascular complications in persons with diabetes as well.

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Abbreviations

ACE:

Angiotensin I-converting enzyme

AER:

Albumin excretion rate

AGE:

Advanced glycation end products

BMI:

Body mass index

CAC:

Calcium content

CAD:

Coronary artery disease

CAN:

Cardiovascular autonomic neuropathy

CARe:

Candidate gene association resource

CI:

Confidence interval

cM:

Centimorgan

CVD:

Cardiovascular disease

DCCT:

Diabetes control and complications trial

DN:

Diabetic nephropathy

DR:

Diabetic retinopathy

eGFR:

Estimated glomerular filtration rate

ERα:

Estrogen receptor α

ESRD:

End-stage renal disease

GENIE:

Genetics of nephropathy and international effort

GoKinD:

Genetics of kidneys in diabetes

GWAS:

Genome-wide association study

h2 :

Heritability

JHS:

Joslin heart study

HDL:

High-density lipoprotein

LD:

Linkage disequilibrium

LDL:

Low-density lipoprotein

LOD:

Logarithm of odds

MI:

Myocardial infarction

OR:

Odds ratio

SNP:

Single nucleotide polymorphism

T1D:

Type 1 diabetes

T2D:

Type 2 diabetes

References

  • Abhary S, Hewitt AW, Burdon KP, Craig JE (2009) A systematic meta-analysis of genetic association studies for diabetic retinopathy. Diabetes 58(9):2137–2147

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Abifadel M, Varret M, Rabes JP, Allard D, Ouguerram K, Devillers M, Cruaud C, Benjannet S, Wickham L, Erlich D, Derre A, Villeger L, Farnier M, Beucler I, Bruckert E, Chambaz J, Chanu B, Lecerf JM, Luc G, Moulin P, Weissenbach J, Prat A, Krempf M, Junien C, Seidah NG, Boileau C (2003) Mutations in PCSK9 cause autosomal dominant hypercholesterolemia. Nat Genet 34(2):154–156

    Article  CAS  PubMed  Google Scholar 

  • Afkarian M, Sachs MC, Kestenbaum B, Hirsch IB, Tuttle KR, Himmelfarb J, de Boer IH (2013) Kidney disease and increased mortality risk in type 2 diabetes. J Am Soc Nephrol 24(2):302–308

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Arar NH, Freedman BI, Adler SG, Iyengar SK, Chew EY, Davis MD, Satko SG, Bowden DW, Duggirala R, Elston RC, Guo X, Hanson RL, Igo RP, Jr Ipp E, Kimmel PL, Knowler WC, Molineros J, Nelson RG, Pahl MV, Quade SR, Rasooly RS, Rotter JI, Saad MF, Scavini M, Schelling JR, Sedor JR, Shah VO, Zager PG, Abboud HE, Family Investigation of Nephropathy and Diabetes Research Group (2008) Heritability of the severity of diabetic retinopathy: the FIND-Eye study. Invest Ophthalmol Vis Sci 49(9):3839–3845

    Article  PubMed  PubMed Central  Google Scholar 

  • Bacci S, Rizza S, Prudente S, Spoto B, Powers C, Facciorusso A, Pacilli A, Lauro D, Testa A, Zhang YY, Di SG, Mallamaci F, Tripepi G, Xu R, Mangiacotti D, Aucella F, Lauro R, Gervino EV, Hauser TH, Copetti M, De CS, Pellegrini F, Zoccali C, Federici M, Doria A, Trischitta V (2011) The ENPP1 Q121 variant predicts major cardiovascular events in high-risk individuals: evidence for interaction with obesity in diabetic patients. Diabetes 60(3):1000–1007

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Bacci S, Prudente S, Copetti M, Spoto B, Rizza S, Baratta R, di Pietro N, Morini E, Di PR, Testa A, Mallamaci F, Tripepi G, Zhang YY, Mercuri L, Di SS, Lauro R, Malatino L, Consoli A, Pellegrini F, Pandolfi A, Frittitta L, Zoccali C, Federici M, Doria A, Trischitta V (2013) Joint effect of insulin signaling genes on cardiovascular events and on whole body and endothelial insulin resistance. Atherosclerosis 226(1):140–145

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Barton A, Eyre S, Ke X, Hinks A, Bowes J, Flynn E, Martin P, Consortium YEAR, Consortium BIRAC, Wilson AG, Morgan AW, Emery P, Steer S, Hocking LJ, Reid DM, Harrison P, Wordsworth P, Thomson W, Worthington J (2009) Identification of AF4/FMR2 family, member 3 (AFF3) as a novel rheumatoid arthritis susceptibility locus and confirmation of two further pan-autoimmune susceptibility genes. Hum Mol Genet 18(13):2518–2522

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Beckman JA, Creager MA, Libby P (2002) Diabetes and atherosclerosis: epidemiology, pathophysiology, and management. JAMA 287(19):2570–2581

    Article  CAS  PubMed  Google Scholar 

  • Böger CA, Chen MH, Tin A, Olden M, Kottgen A, de Boer IH, Fuchsberger C, O’Seaghdha CM, Pattaro C, Teumer A, Liu CT, Glazer NL, Li M, O’Connell JR, Tanaka T, Peralta CA, Kutalik Z, Luan J, Zhao JH, Hwang SJ, Akylbekova E, Kramer H, van der Harst P, Smith AV, Lohman K, de Andrade M, Hayward C, Kollerits B, Tonjes A, Aspelund T, Ingelsson E, Eiriksdottir G, Launer LJ, Harris TB, Shuldiner AR, Mitchell BD, Arking DE, Franceschini N, Boerwinkle E, Egan J, Hernandez D, Reilly M, Townsend RR, Lumley T, Siscovick DS, Psaty BM, Kestenbaum B, Haritunians T, Bergmann S, Vollenweider P, Waeber G, Mooser V, Waterworth D, Johnson AD, Florez JC, Meigs JB, Lu X, Turner ST, Atkinson EJ, Leak TS, Aasarod K, Skorpen F, Syvanen AC, Illig T, Baumert J, Koenig W, Kramer BK, Devuyst O, Mychaleckyj JC, Minelli C, Bakker SJ, Kedenko L, Paulweber B, Coassin S, Endlich K, Kroemer HK, Biffar R, Stracke S, Volzke H, Stumvoll M, Magi R, Campbell H, Vitart V, Hastie ND, Gudnason V, Kardia SL, Liu Y, Polasek O, Curhan G, Kronenberg F, Prokopenko I, Rudan I, Arnlov J, Hallan S, Navis G, CKDGen C, Parsa A, Ferrucci L, Coresh J, Shlipak MG, Bull SB, Paterson NJ, Wichmann HE, Wareham NJ, Loos RJ, Rotter JI, Pramstaller PP, Cupples LA, Beckmann JS, Yang Q, Heid IM, Rettig R, Dreisbach AW, Bochud M, Fox CS, Kao WH (2011) CUBN is a gene locus for albuminuria. J Am Soc Nephrol 22(3):555–570

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Borch-Johnsen K, Norgaard K, Hommel E, Mathiesen ER, Jensen JS, Deckert T, Parving HH (1992) Is diabetic nephropathy an inherited complication. Kidney Int 41(4):719–722

    Article  CAS  PubMed  Google Scholar 

  • Bowden DW, Colicigno CJ, Langefeld CD, Sale MM, Williams A, Anderson PJ, Rich SS, Freedman BI (2004) A genome scan for diabetic nephropathy in African Americans. Kidney Int 66(4):1517–1526

    Article  CAS  PubMed  Google Scholar 

  • Boyle AP, Hong EL, Hariharan M, Cheng Y, Schaub MA, Kasowski M, Karczewski KJ, Park J, Hitz BC, Weng S, Cherry JM, Snyder M (2012) Annotation of functional variation in personal genomes using RegulomeDB. Genome Res 22(9):1790–1797

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Broadbent HM, Peden JF, Lorkowski S, Goel A, Ongen H, Green F, Clarke R, Collins R, Franzosi MG, Tognoni G, Seedorf U, Rust S, Eriksson P, Hamsten A, Farrall M, Watkins H (2008) Susceptibility to coronary artery disease and diabetes is encoded by distinct, tightly linked SNPs in the ANRIL locus on chromosome 9p. Hum Mol Genet 17(6):806–814

    Article  CAS  PubMed  Google Scholar 

  • Brownlee M (1994) Lilly lecture 1993. Glycation and diabetic complications. Diabetes 43(6):836–841

    Article  CAS  PubMed  Google Scholar 

  • Campbell KN, Raij L, Mundel P (2011) Role of angiotensin II in the development of nephropathy and podocytopathy of diabetes. Curr Diabetes Rev 7(1):3–7

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Ciccacci C, Di Fusco D, Cacciotti L, Morganti R, D’Amato C, Novelli G, Sangiuolo F, Spallone V, Borgiani P (2013) TCF7L2 gene polymorphisms and type 2 diabetes: association with diabetic retinopathy and cardiovascular autonomic neuropathy. Acta Diabetol 50(5):789–799

    Article  CAS  PubMed  Google Scholar 

  • Coronary Artery Disease (C4D) Genetics Consortium 2011 (2011) A genome-wide association study in Europeans and South Asians identifies five new loci for coronary artery disease. Nat Genet 43(4):339–344

    Article  CAS  Google Scholar 

  • Craig DW, Millis MP, DiStefano JK (2009) Genome-wide SNP genotyping study using pooled DNA to identify candidate markers mediating susceptibility to end-stage renal disease attributed to Type 1 diabetes. Diabet Med 26(11):1090–1098

    Article  CAS  PubMed  Google Scholar 

  • Deloukas P, Kanoni S, Willenborg C, Farrall M, Assimes TL, Thompson JR, Ingelsson E, Saleheen D, Erdmann J, Goldstein BA, Stirrups K, Konig IR, Cazier JB, Johansson A, Hall AS, Lee JY, Willer CJ, Chambers JC, Esko T, Folkersen L, Goel A, Grundberg E, Havulinna AS, Ho WK, Hopewell JC, Eriksson N, Kleber ME, Kristiansson K, Lundmark P, Lyytikainen LP, Rafelt S, Shungin D, Strawbridge RJ, Thorleifsson G, Tikkanen E, Van Zuydam N, Voight BF, Waite LL, Zhang W, Ziegler A, Absher D, Altshuler D, Balmforth AJ, Barroso I, Braund PS, Burgdorf C, Claudi-Boehm S, Cox D, Dimitriou M, Do R, Doney AS, El MN, Eriksson P, Fischer K, Fontanillas P, Franco-Cereceda A, Gigante B, Groop L, Gustafsson S, Hager J, Hallmans G, Han BG, Hunt SE, Kang HM, Illig T, Kessler T, Knowles JW, Kolovou G, Kuusisto J, Langenberg C, Langford C, Leander K, Lokki ML, Lundmark A, McCarthy MI, Meisinger C, Melander O, Mihailov E, Maouche S, Morris AD, Muller-Nurasyid M, Nikus K, Peden JF, Rayner NW, Rasheed A, Rosinger S, Rubin D, Rumpf MP, Schafer A, Sivananthan M, Song C, Stewart AF, Tan ST, Thorgeirsson G, van der Schoot CE, Wagner PJ, Wells GA, Wild PS, Yang TP, Amouyel P, Arveiler D, Basart H, Boehnke M, Boerwinkle E, Brambilla P, Cambien F, Cupples AL, de Faire U, Dehghan A, Diemert P, Epstein SE, Evans A, Ferrario MM, Ferrieres J, Gauguier D, Go AS, Goodall AH, Gudnason V, Hazen SL, Holm H, Iribarren C, Jang Y, Kahonen M, Kee F, Kim HS, Klopp N, Koenig W, Kratzer W, Kuulasmaa K, Laakso M, Laaksonen R, Lee JY, Lind L, Ouwehand WH, Parish S, Park JE, Pedersen NL, Peters A, Quertermous T, Rader DJ, Salomaa V, Schadt E, Shah SH, Sinisalo J, Stark K, Stefansson K, Tregouet DA, Virtamo J, Wallentin L, Wareham N, Zimmermann ME, Nieminen MS, Hengstenberg C, Sandhu MS, Pastinen T, Syvanen AC, Hovingh GK, Dedoussis G, Franks PW, Lehtimaki T, Metspalu A, Zalloua PA, Siegbahn A, Schreiber S, Ripatti S, Blankenberg SS, Perola M, Clarke R, Boehm BO, O’Donnell C, Reilly MP, Marz W, Collins R, Kathiresan S, Hamsten A, Kooner JS, Thorsteinsdottir U, Danesh J, Palmer CN, Roberts R, Watkins H, Schunkert H, Samani NJ (2013) Large-scale association analysis identifies new risk loci for coronary artery disease. Nat Genet 45(1):25–33

    Article  CAS  PubMed  Google Scholar 

  • Deshmukh HA, Palmer CN, Morris AD, Colhoun HM (2013) Investigation of known estimated glomerular filtration rate loci in patients with type 2 diabetes. Diabet Med 30(10):1230–1235

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Doria A, Wojcik J, Xu R, Gervino EV, Hauser TH, Johnstone MT, Nolan D, Hu FB, Warram JH (2008) Interaction between poor glycemic control and 9p21 locus on risk of coronary artery disease in type 2 diabetes. JAMA 300(20):2389–2397

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Forsblom C, Harjutsalo V, Thorn LM, Waden J, Tolonen N, Saraheimo M, Gordin D, Moran JL, Thomas MC, Groop PH, FinnDiane Study Group (2011) Competing-risk analysis of ESRD and death among patients with type 1 diabetes and macroalbuminuria. J Am Soc Nephrol 22(3):537–544

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Freedman BI, Langefeld CD, Lu L, Divers J, Comeau ME, Kopp JB, Winkler CA, Nelson GW, Johnson RC, Palmer ND, Hicks PJ, Bostrom MA, Cooke JN, McDonough CW, Bowden DW (2011) Differential effects of MYH9 and APOL1 risk variants on FRMD3 Association with Diabetic ESRD in African Americans. PLoS Genet 7(6):e1002150

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Fu YP, Hallman DM, Gonzalez VH, Klein BE, Klein R, Hayes MG, Cox NJ, Bell GI, Hanis CL (2010) Identification of diabetic retinopathy genes through a Genome-Wide Association Study among Mexican-Americans from Starr County, Texas. J Ophthalmol 2010:pii: 861291. doi:10.1155/2010/861291, Epub 2010 Sep 2

    Google Scholar 

  • Gassmann M, Casagranda F, Orioli D, Simon H, Lai C, Klein R, Lemke G (1995) Aberrant neural and cardiac development in mice lacking the ErbB4 neuregulin receptor. Nature 378(6555):390–394

    Article  CAS  PubMed  Google Scholar 

  • Gibson G (2012) Rare and common variants: twenty arguments. Nat Rev Genet 13(2):135–145

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Grassi MA, Tikhomirov A, Ramalingam S, Below JE, Cox NJ, Nicolae DL (2011) Genome-wide meta-analysis for severe diabetic retinopathy. Hum Mol Genet 20(12):2472–2481

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Groop PH, Thomas MC, Moran JL, Wadèn J, Thorn LM, Mäkinen VP, Rosengård-Bärlund M, Saraheimo M, Hietala K, Heikkilä O, Forsblom C, FinnDiane Study Group (2009) The presence and severity of chronic kidney disease predicts all-cause mortality in type 1 diabetes. Diabetes 58(7):1651

    Google Scholar 

  • Haffner SM (1999) Epidemiological studies on the effects of hyperglycemia and improvement of glycemic control on macrovascular events in type 2 diabetes. Diabetes Care 22(Suppl 3):C54–C56

    PubMed  Google Scholar 

  • Haffner SM, Lehto S, Ronnemaa T, Pyorala K, Laakso M (1998) Mortality from coronary heart disease in subjects with type 2 diabetes and in nondiabetic subjects with and without prior myocardial infarction. N Engl J Med 339(4):229–234

    Article  CAS  PubMed  Google Scholar 

  • Hallman DM, Huber JC Jr, Gonzalez VH, Klein BE, Klein R, Hanis CL (2005) Familial aggregation of severity of diabetic retinopathy in Mexican Americans from Starr County, Texas. Diabetes Care 28(5):1163–1168

    Article  PubMed  Google Scholar 

  • Hannon GJ, Beach D (1994) p15INK4B is a potential effector of TGF-beta-induced cell cycle arrest. Nature 371(6494):257–261

    Article  CAS  PubMed  Google Scholar 

  • Harjutsalo V, Katoh S, Sarti C, Tajima N, Tuomilehto J (2004) Population-based assessment of familial clustering of diabetic nephropathy in type 1 diabetes. Diabetes 53(9):2449–2454

    Article  CAS  PubMed  Google Scholar 

  • He B, Österholm AM, Hoverfält A, Forsblom C, Hjörleifsdóttir EE, Nilsson AS, Parkkonen M, Pitkäniemi J, Hreidarsson A, Sarti C, McKnight AJ, Maxwell AP, Tuomilehto J, Groop PH, Tryggvason K (2009) Association of genetic variants at 3q22 with nephropathy in patients with type 1 diabetes mellitus. Am J Hum Genet 84(1):5–13

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hietala K, Forsblom C, Summanen P, Groop PH, FinnDiane Study Group (2008) Heritability of proliferative diabetic retinopathy. Diabetes 57(8):2176–2180

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hinks A, Eyre S, Ke X, Barton A, Martin P, Flynn E, Packham J, Worthington J, Childhood Arthritis Prospective Study, UKRAG Consortium, BSPAR Study Group, Thomson W (2010) Association of the AFF3 gene and IL2/IL21 gene region with juvenile idiopathic arthritis. Genes Immun 11(2):194–198

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Hotaling JM, Waggott DR, Goldberg J, Jarvik G, Paterson AD, Cleary PA, Lachin J, Sarma A, Wessells H, DCCT/EDIC Research Group (2012) Pilot genome-wide association search identifies potential loci for risk of erectile dysfunction in type 1 diabetes using the DCCT/EDIC study cohort. J Urol 188(2):514–520

    Article  PubMed  PubMed Central  Google Scholar 

  • Huang YC, Lin JM, Lin HJ, Chen CC, Chen SY, Tsai CH, Tsai FJ (2011) Genome-wide association study of diabetic retinopathy in a Taiwanese population. Ophthalmology 118(4):642–648

    Article  PubMed  Google Scholar 

  • Imperatore G, Hanson RL, Pettitt DJ, Kobes S, Bennett PH, Knowler WC (1998) Sib-pair linkage analysis for susceptibility genes for microvascular complications among Pima Indians with type 2 diabetes. Pima Diabetes Genes Group. Diabetes 47(5):821–830

    Article  CAS  PubMed  Google Scholar 

  • Jarinova O, Stewart AF, Roberts R, Wells G, Lau P, Naing T, Buerki C, McLean BW, Cook RC, Parker JS, McPherson R (2009) Functional analysis of the chromosome 9p21.3 coronary artery disease risk locus. Arterioscler Thromb Vasc Biol 29(10):1671–1677

    Article  CAS  PubMed  Google Scholar 

  • Jones N, Blasutig IM, Eremina V, Ruston JM, Bladt F, Li H, Huang H, Larose L, Li SS, Takano T, Quaggin SE, Pawson T (2006) Nck adaptor proteins link nephrin to the actin cytoskeleton of kidney podocytes. Nature 440(7085):818–823

    Article  CAS  PubMed  Google Scholar 

  • Kadowaki T, Yamauchi T (2005) Adiponectin and adiponectin receptors. Endocr Rev 26(3):439–451

    Article  CAS  PubMed  Google Scholar 

  • Kamb A, Gruis NA, Weaver-Feldhaus J, Liu Q, Harshman K, Tavtigian SV, Stockert E, Day RS III, Johnson BE, Skolnick MH (1994) A cell cycle regulator potentially involved in genesis of many tumor types. Science 264(5157):436–440

    Article  CAS  PubMed  Google Scholar 

  • Keating ST, El-Osta A (2013) Glycemic memories and the epigenetic component of diabetic nephropathy. Curr Diabetes Rep 13(4):574–581

    Article  CAS  Google Scholar 

  • Klein R (1987) The epidemiology of diabetic retinopathy: findings from the Wisconsin Epidemiologic Study of Diabetic Retinopathy. Int Ophthalmol Clin 27(4):230–238

    Article  CAS  PubMed  Google Scholar 

  • Köttgen 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, 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, van Duijn CM, Chasman DI, Pare G, Ridker PM, Kao WH, Witteman JC, Coresh J, Shlipak MG, Fox CS (2009) Multiple loci associated with indices of renal function and chronic kidney disease. Nat Genet 41(6):712–717

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Köttgen A, Pattaro C, Boger CA, Fuchsberger C, Olden M, Glazer NL, Parsa A, Gao X, Yang Q, Smith AV, O’Connell JR, Li M, Schmidt H, Tanaka T, Isaacs A, Ketkar S, Hwang SJ, Johnson AD, Dehghan A, Teumer A, Pare G, Atkinson EJ, Zeller T, Lohman K, Cornelis MC, Probst-Hensch NM, Kronenberg F, Tonjes A, Hayward C, Aspelund T, Eiriksdottir G, Launer LJ, Harris TB, Rampersaud E, Mitchell BD, Arking DE, Boerwinkle E, Struchalin M, Cavalieri M, Singleton A, Giallauria F, Metter J, de Boer IH, Haritunians T, Lumley T, Siscovick D, Psaty BM, Zillikens MC, Oostra BA, Feitosa M, Province M, de Andrade M, Turner ST, Schillert A, Ziegler A, Wild PS, Schnabel RB, Wilde S, Munzel TF, Leak TS, Illig T, Klopp N, Meisinger C, Wichmann HE, Koenig W, Zgaga L, Zemunik T, Kolcic I, Minelli C, Hu FB, Johansson A, Igl W, Zaboli G, Wild SH, Wright AF, Campbell H, Ellinghaus D, Schreiber S, Aulchenko YS, Felix JF, Rivadeneira F, Uitterlinden AG, Hofman A, Imboden M, Nitsch D, Brandstatter A, Kollerits B, Kedenko L, Magi R, Stumvoll M, Kovacs P, Boban M, Campbell S, Endlich K, Volzke H, Kroemer HK, Nauck M, Volker U, Polasek O, Vitart V, Badola S, Parker AN, Ridker PM, Kardia SL, Blankenberg S, Liu Y, Curhan GC, Franke A, Rochat T, Paulweber B, Prokopenko I, Wang W, Gudnason V, Shuldiner AR, Coresh J, Schmidt R, Ferrucci L, Shlipak MG, van Duijn CM, Borecki I, Kramer BK, Rudan I, Gyllensten U, Wilson JF, Witteman JC, Pramstaller PP, Rettig R, Hastie N, Chasman DI, Kao WH, Heid IM, Fox CS (2010) New loci associated with kidney function and chronic kidney disease. Nat Genet 42(5):376–384

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Krebs HA (1935) Metabolism of amino-acids: the synthesis of glutamine from glutamic acid and ammonia, and the enzymic hydrolysis of glutamine in animal tissues. Biochem J 29(8):1951–1969

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Krolewski AS, Warram JH (2005) Epidemiology of late complications of diabetes: a basis for the development and evaluation of preventive program. In: Kahn CR, Weir GC, King GL, Jacobson AM, Moses AC, Smith RJ (eds) Joslin's Diabetes Mellitus. Lippincott, Williams & Wilkins, New York

    Google Scholar 

  • Laakso M (1999) Hyperglycemia and cardiovascular disease in type 2 diabetes. Diabetes 48(5):937–942

    Article  CAS  PubMed  Google Scholar 

  • Lange LA, Bowden DW, Langefeld CD, Wagenknecht LE, Carr JJ, Rich SS, Riley WA, Freedman BI (2002) Heritability of carotid artery intima-medial thickness in type 2 diabetes. Stroke 33(7):1876–1881

    Article  PubMed  Google Scholar 

  • Leak TS, Perlegas PS, Smith SG, Keene KL, Hicks PJ, Langefeld CD, Mychaleckyj JC, Rich SS, Kirk JK, Freedman BI, Bowden DW, Sale MM (2009) Variants in intron 13 of the ELMO1 gene are associated with diabetic nephropathy in African Americans. Ann Hum Genet 73(2):152–159

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Libby P, Plutzky J (2002) Diabetic macrovascular disease: the glucose paradox? Circulation 106(22):2760–2763

    Article  PubMed  Google Scholar 

  • Maeda S, Araki S, Babazono T, Toyoda M, Umezono T, Kawai K, Imanishi M, Uzu T, Watada H, Suzuki D, Kashiwagi A, Iwamoto Y, Kaku K, Kawamori R, Nakamura Y (2010a) Replication study for the association between four Loci identified by a genome-wide association study on European American subjects with type 1 diabetes and susceptibility to diabetic nephropathy in Japanese subjects with type 2 diabetes. Diabetes 59(8):2075–2079

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Maeda S, Kobayashi MA, Araki S, Babazono T, Freedman BI, Bostrom MA, Cooke JN, Toyoda M, Umezono T, Tarnow L, Hansen T, Gaede P, Jorsal A, Ng DP, Ikeda M, Yanagimoto T, Tsunoda T, Unoki H, Kawai K, Imanishi M, Suzuki D, Shin HD, Park KS, Kashiwagi A, Iwamoto Y, Kaku K, Kawamori R, Parving HH, Bowden DW, Pedersen O, Nakamura Y (2010b) A single nucleotide polymorphism within the acetyl-coenzyme A carboxylase beta gene is associated with proteinuria in patients with type 2 diabetes. PLoS Genet 6(2):e1000842

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  • Marenberg ME, Risch N, Berkman LF, Floderus B, De Faire U (1994) Genetic susceptibility to death from coronary heart disease in a study of twins. N Engl J Med 330(15):1041–1046

    Article  CAS  PubMed  Google Scholar 

  • McDonough CW, Palmer ND, Hicks PJ, Roh BH, An SS, Cooke JN, Hester JM, Wing MR, Bostrom MA, Rudock ME, Lewis JP, Talbert ME, Blevins RA, Lu L, Ng MC, Sale MM, Divers J, Langefeld CD, Freedman BI, Bowden DW (2010) A genome-wide association study for diabetic nephropathy genes in African Americans. Kidney Int 79(5):563–572

    Article  PubMed  PubMed Central  Google Scholar 

  • McPherson R, Pertsemlidis A, Kavaslar N, Stewart A, Roberts R, Cox DR, Hinds DA, Pennacchio LA, Tybjaerg-Hansen A, Folsom AR, Boerwinkle E, Hobbs HH, Cohen JC (2007) A common allele on chromosome 9 associated with coronary heart disease. Science 316(5830):1488–1491

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Melko M, Douguet D, Bensaid M, Zongaro S, Verheggen C, Gecz J, Bardoni B (2011) Functional characterization of the AFF (AF4/FMR2) family of RNA-binding proteins: insights into the molecular pathology of FRAXE intellectual disability. Hum Mol Genet 20(10):1873–1885

    Article  CAS  PubMed  Google Scholar 

  • Meng W, Deshmukh HA, van Zuydam NR, Liu Y, Donnelly LA, Zhou K, Wellcome Trust Case Control Consortium 2 (WTCCC2), Surrogate Markers for Micro- and Macro-Vascular Hard Endpoints for Innovative Diabetes Tools (SUMMIT) Study Group, Morris AD, Colhoun HM, Palmer CN, Smith BH (2014) A genome-wide association study suggests an association of Chr8p21.3 (GFRA2) with diabetic neuropathic pain. Eur J Pain 19(3):392–399

    Article  CAS  Google Scholar 

  • Menzaghi C, Trischitta V, Doria A (2007) Genetic influences of adiponectin on insulin resistance, type 2 diabetes, and cardiovascular disease. Diabetes 56(5):1198–1209

    Article  CAS  PubMed  Google Scholar 

  • Moczulski DK, Rogus JJ, Antonellis A, Warram JH, Krolewski AS (1998) Major susceptibility locus for nephropathy in type 1 diabetes on chromosome 3q: results of novel discordant sib-pair analysis. Diabetes 47(7):1164

    Article  CAS  PubMed  Google Scholar 

  • Monastiriotis C, Papanas N, Trypsianis G, Karanikola K, Veletza S, Maltezos E (2013) The epsilon4 allele of the APOE gene is associated with more severe peripheral neuropathy in type 2 diabetic patients. Angiology 64(6):451–455

    Article  CAS  PubMed  Google Scholar 

  • Mooyaart A, Valk EJJ, van Es L, Bruijn J, de Heer E, Freedman B, Dekkers O, Baelde H (2011) Genetic associations in diabetic nephropathy: a meta-analysis. Diabetologia 1–10

    Google Scholar 

  • Morini E, Prudente S, Succurro E, Chandalia M, Zhang YY, Mammarella S, Pellegrini F, Powers C, Proto V, Dallapiccola B, Cama A, Sesti G, Abate N, Doria A, Trischitta V (2009) IRS1 G972R polymorphism and type 2 diabetes: a paradigm for the difficult ascertainment of the contribution to disease susceptibility of ‘low-frequency-low-risk’ variants. Diabetologia 52(9):1852–1857

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Nishikawa T, Edelstein D, Du XL, Yamagishi S, Matsumura T, Kaneda Y, Yorek MA, Beebe D, Oates PJ, Hammes HP, Giardino I, Brownlee M (2000) Normalizing mitochondrial superoxide production blocks three pathways of hyperglycaemic damage. Nature 404(6779):787–790

    Article  CAS  PubMed  Google Scholar 

  • Orchard TJ, Secrest AM, Miller RG, Costacou T (2010) In the absence of renal disease, 20 year mortality risk in type 1 diabetes is comparable to that of the general population: a report from the Pittsburgh Epidemiology of Diabetes Complications Study. Diabetologia 53(11):2312–2319

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Osterholm AM, He B, Pitkaniemi J, Albinsson L, Berg T, Sarti C, Tuomilehto J, Tryggvason K (2007) Genome-wide scan for type 1 diabetic nephropathy in the Finnish population reveals suggestive linkage to a single locus on chromosome 3q. Kidney Int 71(2):140–145

    Article  CAS  PubMed  Google Scholar 

  • Paatero I, Elenius K (2008) ErbB4 and its isoforms: patentable drug targets? Recent Pat DNA Gene Seq 2(1):27–33

    Article  CAS  PubMed  Google Scholar 

  • Parving HH, Smidt UM (1986) Hypotensive therapy reduces microvascular albumin leakage in insulin-dependent diabetic patients with nephropathy. Diabet Med 3(4):312–315

    Article  CAS  PubMed  Google Scholar 

  • Pattaro C, Kottgen A, Teumer A, Garnaas M, Boger CA, Fuchsberger C, Olden M, Chen MH, Tin A, Taliun D, Li M, Gao X, Gorski M, Yang Q, Hundertmark C, Foster MC, O’Seaghdha CM, Glazer N, Isaacs A, Liu CT, Smith AV, O’Connell JR, Struchalin M, Tanaka T, Li G, Johnson AD, Gierman HJ, Feitosa M, Hwang SJ, Atkinson EJ, Lohman K, Cornelis MC, Johansson A, Tonjes A, Dehghan A, Chouraki V, Holliday EG, Sorice R, Kutalik Z, Lehtimaki T, Esko T, Deshmukh H, Ulivi S, Chu AY, Murgia F, Trompet S, Imboden M, Kollerits B, Pistis G, CARDIoGRAM Consortium, ICBP Consortium, CARe Consortium, Wellcome Trust Case Control Consortium 2 (WTCCC2), Harris TB, Launer LJ, Aspelund T, Eiriksdottir G, Mitchell BD, Boerwinkle E, Schmidt H, Cavalieri M, Rao M, Hu FB, Demirkan A, Oostra BA, de Andrade M, Turner ST, Ding J, Andrews JS, Freedman BI, Koenig W, Illig T, Doring A, Wichmann HE, Kolcic I, Zemunik T, Boban M, Minelli C, Wheeler HE, Igl W, Zaboli G, Wild SH, Wright AF, Campbell H, Ellinghaus D, Nothlings U, Jacobs G, Biffar R, Endlich K, Ernst F, Homuth G, Kroemer HK, Nauck M, Stracke S, Volker U, Volzke H, Kovacs P, Stumvoll M, Magi R, Hofman A, Uitterlinden AG, Rivadeneira F, Aulchenko YS, Polasek O, Hastie N, Vitart V, Helmer C, Wang JJ, Ruggiero D, Bergmann S, Kahonen M, Viikari J, Nikopensius T, Province M, Ketkar S, Colhoun H, Doney A, Robino A, Giulianini F, Kramer BK, Portas L, Ford I, Buckley BM, Adam M, Thun GA, Paulweber B, Haun M, Sala C, Metzger M, Mitchell P, Ciullo M, Kim SK, Vollenweider P, Raitakari O, Metspalu A, Palmer C, Gasparini P, Pirastu M, Jukema JW, Probst-Hensch NM, Kronenberg F, Toniolo D, Gudnason V, Shuldiner AR, Coresh J, Schmidt R, Ferrucci L, Siscovick DS, van Duijn CM, Borecki I, Kardia SL, Liu Y, Curhan GC, Rudan I, Gyllensten U, Wilson JF, Franke A, Pramstaller PP, Rettig R, Prokopenko I, Witteman JC, Hayward C, Ridker P, Parsa A, Bochud M, Heid IM, Goessling W, Chasman DI, Kao WH, Fox CS (2012) Genome-wide association and functional follow-up reveals new loci for kidney function. PLoS Genet 8(3):e1002584

    Article  PubMed  PubMed Central  Google Scholar 

  • Pezzolesi MG, Poznik GD, Mychaleckyj JC, Paterson AD, Barati MT, Klein JB, Ng DPK, Placha G, Canani LH, Bochenski J, Waggott D, Merchant ML, Krolewski B, Mirea L, Wanic K, Katavetin P, Kure M, Wolkow P, Dunn JS, Smiles A, Walker WH, Boright AP, Bull SB; DCCT/EDIC Research Group, Doria A, Rogus JJ, Rich SS, Warram JH, Krolewski AS (2009a) Genome-wide association scan for diabetic nephropathy susceptibility genes in type 1 diabetes. Diabetes 58(6):1403–1410

    Google Scholar 

  • Pezzolesi MG, Katavetin P, Kure M, Poznik GD, Skupien J, Mychaleckyj JC, Rich SS, Warram JH, Krolewski AS (2009b) Confirmation of genetic associations at ELMO1 in the GoKinD collection supports its role as a susceptibility gene in diabetic nephropathy. Diabetes 58(11):2698–2702

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Pezzolesi MG, Skupien J, Mychaleckyj JC, Warram JH, Krolewski AS (2010) Insights to the genetics of diabetic nephropathy through a genome-wide association study of the GoKinD collection. Semin Nephrol 30(2):126–140

    Article  PubMed  PubMed Central  Google Scholar 

  • Pizzuti A, Frittitta L, Argiolas A, Baratta R, Goldfine ID, Bozzali M, Ercolino T, Scarlato G, Iacoviello L, Vigneri R, Tassi V, Trischitta V (1999) A polymorphism (K121Q) of the human glycoprotein PC-1 gene coding region is strongly associated with insulin resistance. Diabetes 48(9):1881–1884

    Article  CAS  PubMed  Google Scholar 

  • Pomerantz J, Schreiber-Agus N, Liegeois NJ, Silverman A, Alland L, Chin L, Potes J, Chen K, Orlow I, Lee HW, Cordon-Cardo C, DePinho RA (1998) The Ink4a tumor suppressor gene product, p19Arf, interacts with MDM2 and neutralizes MDM2’s inhibition of p53. Cell 92(6):713–723

    Article  CAS  PubMed  Google Scholar 

  • Prickett TD, Agrawal NS, Wei X, Yates KE, Lin JC, Wunderlich JR, Cronin JC, Cruz P, Rosenberg SA, Samuels Y (2009) Analysis of the tyrosine kinome in melanoma reveals recurrent mutations in ERBB4. Nat Genet 41(10):1127–1132

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Prudente S, Scarpelli D, Chandalia M, Zhang YY, Morini E, Del Guerra S, Perticone F, Li R, Powers C, Andreozzi F, Marchetti P, Dallapiccola B, Abate N, Doria A, Sesti G, Trischitta V (2009) The TRIB3 Q84R polymorphism and risk of early-onset type 2 diabetes. J Clin Endocrinol Metab 94(1):190–196

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Qi L, Doria A, Manson JE, Meigs JB, Hunter D, Mantzoros CS, Hu FB (2006) Adiponectin genetic variability, plasma adiponectin, and cardiovascular risk in patients with type 2 diabetes. Diabetes 55(5):1512–1516

    Article  CAS  PubMed  Google Scholar 

  • Qi L, Qi Q, Prudente S, Mendonca C, Andreozzi F, di Pietro N, Sturma M, Novelli V, Mannino GC, Formoso G, Gervino EV, Hauser TH, Muehlschlegel JD, Niewczas MA, Krolewski AS, Biolo G, Pandolfi A, Rimm E, Sesti G, Trischitta V, Hu F, Doria A (2013) Association between a genetic variant related to glutamic acid metabolism and coronary heart disease in individuals with type 2 diabetes. JAMA 310(8):821–828

    Article  CAS  PubMed  Google Scholar 

  • Rask-Madsen C, King GL (2005) Proatherosclerotic mechanisms involving protein kinase C in diabetes and insulin resistance. Arterioscler Thromb Vasc Biol 25(3):487–496

    Article  CAS  PubMed  Google Scholar 

  • Reaven GM (1997) Banting lecture 1988. Role of insulin resistance in human disease. Nutrition 13(1):65

    CAS  PubMed  Google Scholar 

  • Reichard P, Nilsson BY, Rosenqvist U (1993) The effect of long-term intensified insulin treatment on the development of microvascular complications of diabetes mellitus. N Engl J Med 329(5):304–309

    Article  CAS  PubMed  Google Scholar 

  • Rema M, Saravanan G, Deepa R, Mohan V (2002) Familial clustering of diabetic retinopathy in South Indian Type 2 diabetic patients. Diabet Med 19(11):910–916

    Article  CAS  PubMed  Google Scholar 

  • Resnikoff S, Pascolini D, Etya’ale D, Kocur I, Pararajasegaram R, Pokharel GP, Mariotti SP (2004) Global data on visual impairment in the year 2002. Bull World Health Organ 82(11):844–851

    PubMed  PubMed Central  Google Scholar 

  • Rigat B, Hubert C, Alhenc-Gelas F, Cambien F, Corvol P, Soubrier F (1990) An insertion/deletion polymorphism in the angiotensin I-converting enzyme gene accounting for half the variance of serum enzyme levels. J Clin Invest 86(4):1343–1346

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Rogus JJ, Poznik GD, Pezzolesi MG, Smiles AM, Dunn J, Walker W, Wanic K, Moczulski D, Canani L, Araki S,  Makita Y, Warram JH, Krolewski AS (2008) High-density single nucleotide polymorphism genome-wide linkage scan for susceptibility genes for diabetic nephropathy in type 1 diabetes. Diabetes 57(9):2519

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sambo F, Malovini A, Sandholm N, Stavarachi M, Forsblom C, Makinen VP, Harjutsalo V, Lithovius R, Gordin D, Parkkonen M, Saraheimo M, Thorn LM, Tolonen N, Waden J, He B, Osterholm AM, Tuomilehto J, Lajer M, Salem RM, McKnight AJ, The GENIE Consortium, Tarnow L, Panduru NM, Barbarini N, Di Camillo B, Toffolo GM, Tryggvason K, Bellazzi R, Cobelli C, The FinnDiane Study Group, Groop PH (2014) Novel genetic susceptibility loci for diabetic end-stage renal disease identified through robust naive Bayes classification. Diabetologia 57(8):1611–1622

    Article  CAS  PubMed  Google Scholar 

  • Sandholm N, Salem RM, McKnight AJ, Brennan EP, Forsblom C, Isakova T, McKay GJ, Williams WW, Sadlier DM, Makinen VP, Swan EJ, Palmer C, Boright AP, Ahlqvist E, Deshmukh HA, Keller BJ, Huang H, Ahola AJ, Fagerholm E, Gordin D, Harjutsalo V, He B, Heikkila O, Hietala K, Kyto J, Lahermo P, Lehto M, Lithovius R, Osterholm AM, Parkkonen M, Pitkaniemi J, Rosengard-Barlund M, Saraheimo M, Sarti C, Soderlund J, Soro-Paavonen A, Syreeni A, Thorn LM, Tikkanen H, Tolonen N, Tryggvason K, Tuomilehto J, Waden J, Gill GV, Prior S, Guiducci C, Mirel DB, Taylor A, Hosseini SM, DCCT/EDIC Research Group, Parving HH, Rossing P, Tarnow L, Ladenvall C, Alhenc-Gelas F, Lefebvre P, Rigalleau V, Roussel R, Tregouet DA, Maestroni A, Maestroni S, Falhammar H, Gu T, Mollsten A, Cimponeriu D, Ioana M, Mota M, Mota E, Serafinceanu C, Stavarachi M, Hanson RL, Nelson RG, Kretzler M, Colhoun HM, Panduru NM, Gu HF, Brismar K, Zerbini G, Hadjadj S, Marre M, Groop L, Lajer M, Bull SB, Waggott D, Paterson AD, Savage DA, Bain SC, Martin F, Hirschhorn JN, Godson C, Florez JC, Groop PH, Maxwell AP (2012) New susceptibility Loci associated with kidney disease in type 1 diabetes. PLoS Genet 8(9):e1002921

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sandholm N, McKnight AJ, Salem RM, Brennan EP, Forsblom C, Harjutsalo V, Makinen VP, McKay GJ, Sadlier DM, Williams WW, Martin F, Panduru NM, Tarnow L, Tuomilehto J, Tryggvason K, Zerbini G, Comeau ME, Langefeld CD, FIND Consortium, Godson C, Hirschhorn JN, Maxwell AP, Florez JC, Groop PH, FinnDiane Study Group and the GENIE Consortium (2013) Chromosome 2q31.1 associates with ESRD in women with type 1 diabetes. J Am Soc Nephrol 24(10):1537–1543

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Sandholm N, Forsblom C, Makinen VP, McKnight AJ, Osterholm AM, He B, Harjutsalo V, Lithovius R, Gordin D, Parkkonen M, Saraheimo M, Thorn LM, Tolonen N, Waden J, Tuomilehto J, Lajer M, Ahlqvist E, Mollsten A, Marcovecchio ML, Cooper J, Dunger D, Paterson AD, Zerbini G, Groop L, Consortium SUMMIT, Tarnow L, Maxwell AP, Tryggvason K, Groop PH, FinnDiane Study Group (2014) Genome-wide association study of urinary albumin excretion rate in patients with type 1 diabetes. Diabetologia 57(6):1143–1153

    Article  CAS  PubMed  Google Scholar 

  • Saraheimo M, Forsblom C, Fagerudd J, Teppo AM, Pettersson-Fernholm K, Frystyk J, Flyvbjerg A, Groop PH, FinnDiane study group (2005) Serum adiponectin is increased in type 1 diabetic patients with nephropathy. Diabetes Care 28(6):1410–1414

    Article  CAS  PubMed  Google Scholar 

  • Scherer PE, Williams S, Fogliano M, Baldini G, Lodish HF (1995) A novel serum protein similar to C1q, produced exclusively in adipocytes. J Biol Chem 270(45):26746–26749

    Article  CAS  PubMed  Google Scholar 

  • Schunkert H, Konig IR, Kathiresan S, Reilly MP, Assimes TL, Holm H, Preuss M, Stewart AF, Barbalic M, Gieger C, Absher D, Aherrahrou Z, Allayee H, Altshuler D, Anand SS, Andersen K, Anderson JL, Ardissino D, Ball SG, Balmforth AJ, Barnes TA, Becker DM, Becker LC, Berger K, Bis JC, Boekholdt SM, Boerwinkle E, Braund PS, Brown MJ, Burnett MS, Buysschaert I, Carlquist JF, Chen L, Cichon S, Codd V, Davies RW, Dedoussis G, Dehghan A, Demissie S, Devaney JM, Diemert P, Do R, Doering A, Eifert S, Mokhtari NE, Ellis SG, Elosua R, Engert JC, Epstein SE, de Faire U, Fischer M, Folsom AR, Freyer J, Gigante B, Girelli D, Gretarsdottir S, Gudnason V, Gulcher JR, Halperin E, Hammond N, Hazen SL, Hofman A, Horne BD, Illig T, Iribarren C, Jones GT, Jukema JW, Kaiser MA, Kaplan LM, Kastelein JJ, Khaw KT, Knowles JW, Kolovou G, Kong A, Laaksonen R, Lambrechts D, Leander K, Lettre G, Li M, Lieb W, Loley C, Lotery AJ, Mannucci PM, Maouche S, Martinelli N, McKeown PP, Meisinger C, Meitinger T, Melander O, Merlini PA, Mooser V, Morgan T, Muhleisen TW, Muhlestein JB, Munzel T, Musunuru K, Nahrstaedt J, Nelson CP, Nothen MM, Olivieri O, Patel RS, Patterson CC, Peters A, Peyvandi F, Qu L, Quyyumi AA, Rader DJ, Rallidis LS, Rice C, Rosendaal FR, Rubin D, Salomaa V, Sampietro ML, Sandhu MS, Schadt E, Schafer A, Schillert A, Schreiber S, Schrezenmeir J, Schwartz SM, Siscovick DS, Sivananthan M, Sivapalaratnam S, Smith A, Smith TB, Snoep JD, Soranzo N, Spertus JA, Stark K, Stirrups K, Stoll M, Tang WH, Tennstedt S, Thorgeirsson G, Thorleifsson G, Tomaszewski M, Uitterlinden AG, van Rij AM, Voight BF, Wareham NJ, Wells GA, Wichmann HE, Wild PS, Willenborg C, Witteman JC, Wright BJ, Ye S, Zeller T, Ziegler A, Cambien F, Goodall AH, Cupples LA, Quertermous T, Marz W, Hengstenberg C, Blankenberg S, Ouwehand WH, Hall AS, Deloukas P, Thompson JR, Stefansson K, Roberts R, Thorsteinsdottir U, O’Donnell CJ, McPherson R, Erdmann J, Samani NJ (2011) Large-scale association analysis identifies 13 new susceptibility loci for coronary artery disease. Nat Genet 43(4):333–338

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Schwarz K, Simons M, Reiser J, Saleem MA, Faul C, Kriz W, Shaw AS, Holzman LB, Mundel P (2001) Podocin, a raft-associated component of the glomerular slit diaphragm, interacts with CD2AP and nephrin. J Clin Invest 108(11):1621–1629

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Seaquist ER, Goetz FC, Rich S, Barbosa J (1989) Familial clustering of diabetic kidney disease. N Engl J Med 320(18):1161–1165

    Article  CAS  PubMed  Google Scholar 

  • Sharma R, Prudente S, Andreozzi F, Powers C, Mannino G, Bacci S, Gervino EV, Hauser TH, Succurro E, Mercuri L, Goheen EH, Shah H, Trischitta V, Sesti G, Doria A (2011) The type 2 diabetes and insulin-resistance locus near IRS1 is a determinant of HDL cholesterol and triglycerides levels among diabetic subjects. Atherosclerosis 216(1):157–160

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shea S, Ottman R, Gabrieli C, Stein Z, Nichols A (1984) Family history as an independent risk factor for coronary artery disease. J Am Coll Cardiol 4(4):793–801

    Article  CAS  PubMed  Google Scholar 

  • Sheu WH, Kuo JZ, Lee IT, Hung YJ, Lee WJ, Tsai HY, Wang JS, Goodarzi MO, Klein R, Klein BE, Ipp E, Lin SY, Guo X, Hsieh CH, Taylor KD, Fu CP, Rotter JI, Chen YD (2013) Genome-wide association study in a Chinese population with diabetic retinopathy. Hum Mol Genet 22(15):3165–3173

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shih NY, Li J, Cotran R, Mundel P, Miner JH, Shaw AS (2001) CD2AP localizes to the slit diaphragm and binds to nephrin via a novel C-terminal domain. Am J Pathol 159(6):2303–2308

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Shimazaki A, Kawamura Y, Kanazawa A, Sekine A, Saito S, Tsunoda T, Koya D, Babazono T, Tanaka Y, Matsuda M, Kawai K, Iiizumi T, Imanishi M, Shinosaki T, Yanagimoto T, Ikeda M, Omachi S, Kashiwagi A, Kaku K, Iwamoto Y, Kawamori R, Kikkawa R, Nakajima M, Nakamura Y, Maeda S (2005) Genetic variations in the gene encoding ELMO1 are associated with susceptibility to diabetic nephropathy. Diabetes 54(4):1171–1178

    Article  CAS  PubMed  Google Scholar 

  • Sobrin L, Green T, Sim X, Jensen RA, Tai ES, Tay WT, Wang JJ, Mitchell P, Sandholm N, Liu Y, Hietala K, Iyengar SK, Family Investigation of Nephropathy and Diabetes-Eye Research Group, Brooks M, Buraczynska M, Van Zuydam N, Smith AV, Gudnason V, Doney AS, Morris AD, Leese GP, Palmer CN, Wellcome Trust Case Control Consortium 2, Swaroop A, Taylor HA, Jr Wilson JG, Penman A, Chen CJ, Groop PH, Saw SM, Aung T, Klein BE, Rotter JI, Siscovick DS, Cotch MF, Klein R, Daly MJ, Wong TY (2011) Candidate gene association study for diabetic retinopathy in persons with type 2 diabetes: the Candidate gene Association Resource (CARe). Invest Ophthalmol Vis Sci 52(10):7593–7602

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Soccio T, Zhang YY, Bacci S, Mlynarski W, Placha G, Raggio G, Di Paola R, Marucci A, Johnstone MT, Gervino EV, Abumrad NA, Klein S, Trischitta V, Doria A (2006) Common haplotypes at the adiponectin receptor 1 (ADIPOR1) locus are associated with increased risk of coronary artery disease in type 2 diabetes. Diabetes 55(10):2763–2770

    Article  CAS  PubMed  Google Scholar 

  • Stamler J, Vaccaro O, Neaton JD, Wentworth D (1993) Diabetes, other risk factors, and 12-yr cardiovascular mortality for men screened in the Multiple Risk Factor Intervention Trial. Diabetes Care 16(2):434–444

    Article  CAS  PubMed  Google Scholar 

  • Stoner M, Wang F, Wormke M, Nguyen T, Samudio I, Vyhlidal C, Marme D, Finkenzeller G, Safe S (2000) Inhibition of vascular endothelial growth factor expression in HEC1A endometrial cancer cells through interactions of estrogen receptor alpha and Sp3 proteins. J Biol Chem 275(30):22769–22779

    Article  CAS  PubMed  Google Scholar 

  • Stoner M, Wormke M, Saville B, Samudio I, Qin C, Abdelrahim M, Safe S (2004) Estrogen regulation of vascular endothelial growth factor gene expression in ZR-75 breast cancer cells through interaction of estrogen receptor alpha and SP proteins. Oncogene 23(5):1052–1063

    Article  CAS  PubMed  Google Scholar 

  • Tarnow L, Groop PH, Hadjadj S, Kazeem G, Cambien F, Marre M, Forsblom C, Parving HH, Tregouet D, Thevard A, Farrall M, Gut I, Gauguier D, Cox R, Matsuda F, Lathrop M, Vionnet N, EURAGEDIC Consortium (2008) European rational approach for the genetics of diabetic complications--EURAGEDIC: patient populations and strategy. Nephrol Dial Transplant 23(1):161–168

    Article  CAS  PubMed  Google Scholar 

  • Tavakkoly-Bazzaz J, Amoli MM, Pravica V, Chandrasecaran R, Boulton AJ, Larijani B, Hutchinson IV (2010) VEGF gene polymorphism association with diabetic neuropathy. Mol Biol Rep 37(7):3625–3630

    Article  CAS  PubMed  Google Scholar 

  • The DCCT Research Group (1997) Clustering of long-term complications in families with diabetes in the diabetes control and complications trial. Diabetes 46(11):1829–1839

    Article  Google Scholar 

  • Tidcombe H, Jackson-Fishert A, Mathers K, Stern DF, Gassmann M, Golding JP (2003) Neural and mammary gland defects in Erbb4 knockout mice genetically rescued from embryonic lethality. Proc Natl Acad Sci U S A 100(14):8281–8286

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Todd JA, Walker NM, Cooper JD, Smyth DJ, Downes K, Plagnol V, Bailey R, Nejentsev S, Field SF, Payne F, Lowe CE, Szeszko JS, Hafler JP, Zeitels L, Yang JH, Vella A, Nutland S, Stevens HE, Schuilenburg H, Coleman G, Maisuria M, Meadows W, Smink LJ, Healy B, Burren OS, Lam AA, Ovington NR, Allen J, Adlem E, Leung HT, Wallace C, Howson JM, Guja C, Ionescu-Tirgoviste C, Genetics of Type 1 Diabetes in Finland, Simmonds MJ, Heward JM, Gough SC, Wellcome Trust Case Control C, Dunger DB, Wicker LS, Clayton DG (2007) Robust associations of four new chromosome regions from genome-wide analyses of type 1 diabetes. Nat Genet 39(7):857–864

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Tolonen N, Forsblom C, Thorn L, Waden J, Rosengard-Barlund M, Saraheimo M, Feodoroff M, Makinen VP, Gordin D, Taskinen MR, Groop PH, FinnDiane Study Group (2009) Lipid abnormalities predict progression of renal disease in patients with type 1 diabetes. Diabetologia 52(12):2522–2530

    Article  CAS  PubMed  Google Scholar 

  • Tong Z, Yang Z, Patel S, Chen H, Gibbs D, Yang X, Hau VS, Kaminoh Y, Harmon J, Pearson E,  Buehler J, Chen Y, Yu B, Tinkham NH, Zabriskie NA, Zeng J, Luo L, Sun JK, Prakash M, Hamam RN, Tonna S, Constantine R, Ronquillo CC, Sadda S, Avery RL, Brand JM, London N, Anduze AL, King GL, Bernstein PS, Watkins S; Genetics of Diabetes and Diabetic Complication Study Group, Jorde LB, Li DY, Aiello LP, Pollak MR, Zhang K (2008) Promoter polymorphism of the erythropoietin gene in severe diabetic eye and kidney complications. Proc Natl Acad Sci 105(19):6998

    Google Scholar 

  • UK Prospective Diabetes Study (UKPDS) Group (1998) Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). UK Prospective Diabetes Study (UKPDS) Group. Lancet 352(9131):837–853

    Google Scholar 

  • Veikkolainen V, Naillat F, Railo A, Chi L, Manninen A, Hohenstein P, Hastie N, Vainio S, Elenius K (2012) ErbB4 modulates tubular cell polarity and lumen diameter during kidney development. J Am Soc Nephrol 23(1):112–122

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Vionnet N, Tregouet D, Kazeem G, Gut I, Groop PH, Tarnow L, Parving HH, Hadjadj S, Forsblom C, Farrall M, Gauguier D, Cox R, Matsuda F, Heath S, Thevard A, Rousseau R, Cambien F, Marre M, Lathrop M (2006) Analysis of 14 candidate genes for diabetic nephropathy on chromosome 3q in European populations: strongest evidence for association with a variant in the promoter region of the adiponectin gene. Diabetes 55(11):3166–3174

    Article  CAS  PubMed  Google Scholar 

  • Wagenknecht LE, Bowden DW, Carr JJ, Langefeld CD, Freedman BI, Rich SS (2001) Familial aggregation of coronary artery calcium in families with type 2 diabetes. Diabetes 50(4):861–866

    Article  CAS  PubMed  Google Scholar 

  • Warram JH, Kopczynski J, Janka HU, Krolewski AS (1997) Epidemiology of non-insulin-dependent diabetes mellitus and its macrovascular complications. A basis for the development of cost-effective programs. Endocrinol Metab Clin North Am 26(1):165–188

    Article  CAS  PubMed  Google Scholar 

  • Wessman M, Forsblom C, Kaunisto MA, Soderlund J, Ilonen J, Sallinen R, Hiekkalinna T, Parkkonen M, Maxwell AP, Tarnow L, Parving HH, Hadjadj S, Marre M, Peltonen L, Groop PH, FinnDiane Study Group (2011) Novel susceptibility locus at 22q11 for diabetic nephropathy in type 1 diabetes. PLoS ONE 6(9):e24053

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Wild SH, Dunn CJ, McKeigue PM, Comte S (1999) Glycemic control and cardiovascular disease in type 2 diabetes: a review. Diabetes Metab Res Rev 15(3):197–204

    Article  CAS  PubMed  Google Scholar 

  • Williams WW, Salem RM, McKnight AJ, Sandholm N, Forsblom C, Taylor A, Guiducci C, McAteer JB, McKay GJ, Isakova T, Brennan EP, Sadlier DM, Palmer C, Soderlund J, Fagerholm E, Harjutsalo V, Lithovius R, Gordin D, Hietala K, Kyto J, Parkkonen M, Rosengard-Barlund M, Thorn L, Syreeni A, Tolonen N, Saraheimo M, Waden J, Pitkaniemi J, Sarti C, Tuomilehto J, Tryggvason K, Osterholm AM, He B, Bain S, Martin F, Godson C, Hirschhorn JN, Maxwell AP, Groop PH, Florez JC, GENIE Consortium (2012) Association testing of previously reported variants in a large case–control meta-analysis of diabetic nephropathy. Diabetes 61(8):2187–2194

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Woroniecka KI, Park AS, Mohtat D, Thomas DB, Pullman JM, Susztak K (2011) Transcriptome analysis of human diabetic kidney disease. Diabetes 60(9):2354–2369

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Yoshida K, Hirokawa J, Tagami S, Kawakami Y, Urata Y, Kondo T (1995) Weakened cellular scavenging activity against oxidative stress in diabetes mellitus: regulation of glutathione synthesis and efflux. Diabetologia 38(2):201–210

    Article  CAS  PubMed  Google Scholar 

  • Zheng XL, Yuan SG, Peng DQ (2007) Phenotype-specific inhibition of the vascular smooth muscle cell cycle by high glucose treatment. Diabetologia 50(4):881–890

    Article  CAS  PubMed  Google Scholar 

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Correspondence to Alessandro Doria .

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Sandholm, N., Groop, PH., Doria, A. (2016). Genetics of Diabetic Micro- and Macrovascular Complications. In: Florez, J. (eds) The Genetics of Type 2 Diabetes and Related Traits. Springer, Cham. https://doi.org/10.1007/978-3-319-01574-3_7

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