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Published in: Diabetologia 1/2012

01-01-2012 | Article

A common variant upstream of the PAX6 gene influences islet function in man

Authors: E. Ahlqvist, F. Turrini, S. T. Lang, J. Taneera, Y. Zhou, P. Almgren, O. Hansson, B. Isomaa, T. Tuomi, K. Eriksson, J. G. Eriksson, V. Lyssenko, L. Groop

Published in: Diabetologia | Issue 1/2012

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Abstract

Aims/hypothesis

Impaired glucose tolerance and impaired insulin secretion have been reported in families with PAX6 mutations and it is suggested that they result from defective proinsulin processing due to lack of prohormone convertase 1/3, encoded by PCSK1. We investigated whether a common PAX6 variant would mimic these findings and explored in detail its effect on islet function in man.

Methods

A PAX6 candidate single nucleotide polymorphism (rs685428) was associated with fasting insulin levels in the Diabetes Genetics Initiative genome-wide association study. We explored its potential association with glucose tolerance and insulin processing and secretion in three Scandinavian cohorts (N = 8,897 individuals). In addition, insulin secretion and the expression of PAX6 and transcriptional target genes were studied in human pancreatic islets.

Results

rs685428 G allele carriers had lower islet mRNA expression of PAX6 (p = 0.01) and PCSK1 (p = 0.001) than AA homozygotes. The G allele was associated with increased fasting insulin (p replication = 0.02, p all = 0.0008) and HOMA-insulin resistance (p replication = 0.02, p all = 0.001) as well as a lower fasting proinsulin/insulin ratio (p all = 0.008) and lower fasting glucagon (p = 0.04) and gastric inhibitory peptide (GIP) (p = 0.05) concentrations. Arginine-stimulated (p = 0.02) insulin secretion was reduced in vivo, which was further reflected by a reduction of glucose- and potassium-stimulated insulin secretion (p = 0.002 and p = 0.04, respectively) in human islets in vitro.

Conclusions/interpretation

A common variant in PAX6 is associated with reduced PAX6 and PCSK1 expression in human islets and reduced insulin response, as well as decreased glucagon and GIP concentrations and decreased insulin sensitivity. These findings emphasise the central role of PAX6 in the regulation of islet function and glucose metabolism in man.
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Literature
1.
go back to reference Sander M, Neubuser A, Kalamaras J, Ee HC, Martin GR, German MS (1997) Genetic analysis reveals that PAX6 is required for normal transcription of pancreatic hormone genes and islet development. Genes Dev 11:1662–1673PubMedCrossRef Sander M, Neubuser A, Kalamaras J, Ee HC, Martin GR, German MS (1997) Genetic analysis reveals that PAX6 is required for normal transcription of pancreatic hormone genes and islet development. Genes Dev 11:1662–1673PubMedCrossRef
2.
go back to reference Ritz-Laser B, Estreicher A, Gauthier BR, Mamin A, Edlund H, Philippe J (2002) The pancreatic beta-cell-specific transcription factor Pax-4 inhibits glucagon gene expression through Pax-6. Diabetologia 45:97–107PubMedCrossRef Ritz-Laser B, Estreicher A, Gauthier BR, Mamin A, Edlund H, Philippe J (2002) The pancreatic beta-cell-specific transcription factor Pax-4 inhibits glucagon gene expression through Pax-6. Diabetologia 45:97–107PubMedCrossRef
3.
go back to reference Glaser T, Walton DS, Maas RL (1992) Genomic structure, evolutionary conservation and aniridia mutations in the human PAX6 gene. Nat Genet 2:232–239PubMedCrossRef Glaser T, Walton DS, Maas RL (1992) Genomic structure, evolutionary conservation and aniridia mutations in the human PAX6 gene. Nat Genet 2:232–239PubMedCrossRef
4.
go back to reference Nishi M, Sasahara M, Shono T et al (2005) A case of novel de novo paired box gene 6 (PAX6) mutation with early-onset diabetes mellitus and aniridia. Diabet Med 22:641–644PubMedCrossRef Nishi M, Sasahara M, Shono T et al (2005) A case of novel de novo paired box gene 6 (PAX6) mutation with early-onset diabetes mellitus and aniridia. Diabet Med 22:641–644PubMedCrossRef
5.
go back to reference Yasuda T, Kajimoto Y, Fujitani Y et al (2002) PAX6 mutation as a genetic factor common to aniridia and glucose intolerance. Diabetes 51:224–230PubMedCrossRef Yasuda T, Kajimoto Y, Fujitani Y et al (2002) PAX6 mutation as a genetic factor common to aniridia and glucose intolerance. Diabetes 51:224–230PubMedCrossRef
6.
go back to reference Wen JH, Chen YY, Song SJ et al (2009) Paired box 6 (PAX6) regulates glucose metabolism via proinsulin processing mediated by prohormone convertase 1/3 (PC1/3). Diabetologia 52:504–513PubMedCrossRef Wen JH, Chen YY, Song SJ et al (2009) Paired box 6 (PAX6) regulates glucose metabolism via proinsulin processing mediated by prohormone convertase 1/3 (PC1/3). Diabetologia 52:504–513PubMedCrossRef
7.
go back to reference Ashery-Padan R, Zhou X, Marquardt T et al (2004) Conditional inactivation of Pax6 in the pancreas causes early onset of diabetes. Dev Biol 269:479–488PubMedCrossRef Ashery-Padan R, Zhou X, Marquardt T et al (2004) Conditional inactivation of Pax6 in the pancreas causes early onset of diabetes. Dev Biol 269:479–488PubMedCrossRef
8.
go back to reference Larsson LIS-OL, Hougaard DM, Sosa-Pineda B, Gruss P (1998) Pax 4 and 6 regulate gastrointestinal endocrine cell development. Mech Dev 79:153–159PubMedCrossRef Larsson LIS-OL, Hougaard DM, Sosa-Pineda B, Gruss P (1998) Pax 4 and 6 regulate gastrointestinal endocrine cell development. Mech Dev 79:153–159PubMedCrossRef
9.
go back to reference Fujita Y, Chui JW, King DS et al (2008) Pax6 and Pdx1 are required for production of glucose-dependent insulinotropic polypeptide in proglucagon-expressing L cells. Am J Physiol Endocrinol Metab 295:E648–E657PubMedCrossRef Fujita Y, Chui JW, King DS et al (2008) Pax6 and Pdx1 are required for production of glucose-dependent insulinotropic polypeptide in proglucagon-expressing L cells. Am J Physiol Endocrinol Metab 295:E648–E657PubMedCrossRef
10.
go back to reference Ritz-Laser B, Estreicher A, Klages N, Saule S, Philippe J (1999) Pax-6 and Cdx-2/3 interact to activate glucagon gene expression on the G1 control element. J Biol Chem 274:4124–4132PubMedCrossRef Ritz-Laser B, Estreicher A, Klages N, Saule S, Philippe J (1999) Pax-6 and Cdx-2/3 interact to activate glucagon gene expression on the G1 control element. J Biol Chem 274:4124–4132PubMedCrossRef
11.
go back to reference Katz LS, Gosmain Y, Marthinet E, Philippe J (2009) Pax6 regulates the proglucagon processing enzyme PC2 and its chaperone 7B2. Mol Cell Biol 29:2322–2334PubMedCrossRef Katz LS, Gosmain Y, Marthinet E, Philippe J (2009) Pax6 regulates the proglucagon processing enzyme PC2 and its chaperone 7B2. Mol Cell Biol 29:2322–2334PubMedCrossRef
12.
go back to reference Ugleholdt R, Poulsen ML, Holst PJ et al (2006) Prohormone convertase 1/3 is essential for processing of the glucose-dependent insulinotropic polypeptide precursor. J Biol Chem 281:11050–11057PubMedCrossRef Ugleholdt R, Poulsen ML, Holst PJ et al (2006) Prohormone convertase 1/3 is essential for processing of the glucose-dependent insulinotropic polypeptide precursor. J Biol Chem 281:11050–11057PubMedCrossRef
13.
go back to reference Ugleholdt R, Zhu X, Deacon CF, Orskov C, Steiner DF, Holst JJ (2004) Impaired intestinal proglucagon processing in mice lacking prohormone convertase 1. Endocrinology 145:1349–1355PubMedCrossRef Ugleholdt R, Zhu X, Deacon CF, Orskov C, Steiner DF, Holst JJ (2004) Impaired intestinal proglucagon processing in mice lacking prohormone convertase 1. Endocrinology 145:1349–1355PubMedCrossRef
14.
go back to reference Ding J, Gao Y, Zhao J et al (2009) Pax6 haploinsufficiency causes abnormal metabolic homeostasis by down-regulating glucagon-like peptide 1 in mice. Endocrinology 150:2136–2144PubMedCrossRef Ding J, Gao Y, Zhao J et al (2009) Pax6 haploinsufficiency causes abnormal metabolic homeostasis by down-regulating glucagon-like peptide 1 in mice. Endocrinology 150:2136–2144PubMedCrossRef
15.
go back to reference Kaneto H, Matsuoka TA, Miyatsuka T et al (2008) PDX-1 functions as a master factor in the pancreas. Front Biosci 13:6406–6420PubMedCrossRef Kaneto H, Matsuoka TA, Miyatsuka T et al (2008) PDX-1 functions as a master factor in the pancreas. Front Biosci 13:6406–6420PubMedCrossRef
16.
go back to reference Guillam MT, Hummler E, Schaerer E et al (1997) Early diabetes and abnormal postnatal pancreatic islet development in mice lacking Glut-2. Nat Genet 17:327–330PubMedCrossRef Guillam MT, Hummler E, Schaerer E et al (1997) Early diabetes and abnormal postnatal pancreatic islet development in mice lacking Glut-2. Nat Genet 17:327–330PubMedCrossRef
17.
go back to reference Saxena R, Voight BF, Lyssenko V et al (2007) Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels. Science 316:1331–1336PubMedCrossRef Saxena R, Voight BF, Lyssenko V et al (2007) Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels. Science 316:1331–1336PubMedCrossRef
18.
go back to reference Eriksson JG, Osmond C, Kajantie E, Forsen TJ, Barker DJ (2006) Patterns of growth among children who later develop type 2 diabetes or its risk factors. Diabetologia 49:2853–2858PubMedCrossRef Eriksson JG, Osmond C, Kajantie E, Forsen TJ, Barker DJ (2006) Patterns of growth among children who later develop type 2 diabetes or its risk factors. Diabetologia 49:2853–2858PubMedCrossRef
19.
go back to reference Eriksson KF, Lindgarde F (1990) Impaired glucose tolerance in a middle-aged male urban population: a new approach for identifying high-risk cases. Diabetologia 33:526–531PubMedCrossRef Eriksson KF, Lindgarde F (1990) Impaired glucose tolerance in a middle-aged male urban population: a new approach for identifying high-risk cases. Diabetologia 33:526–531PubMedCrossRef
20.
go back to reference Eriksson KF, Lindgarde F (1991) Prevention of type 2 (non-insulin-dependent) diabetes mellitus by diet and physical exercise. The 6-year Malmo feasibility study. Diabetologia 34:891–898PubMedCrossRef Eriksson KF, Lindgarde F (1991) Prevention of type 2 (non-insulin-dependent) diabetes mellitus by diet and physical exercise. The 6-year Malmo feasibility study. Diabetologia 34:891–898PubMedCrossRef
21.
go back to reference Tripathy D, Eriksson KF, Orho-Melander M, Fredriksson J, Ahlqvist G, Groop L (2004) Parallel manifestation of insulin resistance and beta cell decompensation is compatible with a common defect in type 2 diabetes. Diabetologia 47:782–793PubMedCrossRef Tripathy D, Eriksson KF, Orho-Melander M, Fredriksson J, Ahlqvist G, Groop L (2004) Parallel manifestation of insulin resistance and beta cell decompensation is compatible with a common defect in type 2 diabetes. Diabetologia 47:782–793PubMedCrossRef
22.
go back to reference Sobey WJ, Beer SF, Carrington CA et al (1989) Sensitive and specific two-site immunoradiometric assays for human insulin, proinsulin, 65–66 split and 32–33 split proinsulins. Biochem J 260:535–541PubMed Sobey WJ, Beer SF, Carrington CA et al (1989) Sensitive and specific two-site immunoradiometric assays for human insulin, proinsulin, 65–66 split and 32–33 split proinsulins. Biochem J 260:535–541PubMed
23.
go back to reference Lyssenko V, Nagorny CL, Erdos MR et al (2009) Common variant in MTNR1B associated with increased risk of type 2 diabetes and impaired early insulin secretion. Nat Genet 41:82–88PubMedCrossRef Lyssenko V, Nagorny CL, Erdos MR et al (2009) Common variant in MTNR1B associated with increased risk of type 2 diabetes and impaired early insulin secretion. Nat Genet 41:82–88PubMedCrossRef
24.
go back to reference Sluiter WJ, Erkelens DW, Reitsma WD, Doorenbos H (1976) Glucose tolerance and insulin release, a mathematical approach I. Assay of the beta-cell response after oral glucose loading. Diabetes 25:241–244PubMedCrossRef Sluiter WJ, Erkelens DW, Reitsma WD, Doorenbos H (1976) Glucose tolerance and insulin release, a mathematical approach I. Assay of the beta-cell response after oral glucose loading. Diabetes 25:241–244PubMedCrossRef
25.
go back to reference Vandesompele J, de Preter K, Pattyn F, et al. (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3: RESEARCH0034 Vandesompele J, de Preter K, Pattyn F, et al. (2002) Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Genome Biol 3: RESEARCH0034
26.
go back to reference Carmona-Saez P, Chagoyen M, Tirado F, Carazo JM, Pascual-Montano A (2007) GENECODIS: a web-based tool for finding significant concurrent annotations in gene lists. Genome Biol 8:R3PubMedCrossRef Carmona-Saez P, Chagoyen M, Tirado F, Carazo JM, Pascual-Montano A (2007) GENECODIS: a web-based tool for finding significant concurrent annotations in gene lists. Genome Biol 8:R3PubMedCrossRef
27.
go back to reference Nogales-Cadenas R, Carmona-Saez P, Vazquez M et al (2009) GeneCodis: interpreting gene lists through enrichment analysis and integration of diverse biological information. Nucleic Acids Res 37:W317–W322PubMedCrossRef Nogales-Cadenas R, Carmona-Saez P, Vazquez M et al (2009) GeneCodis: interpreting gene lists through enrichment analysis and integration of diverse biological information. Nucleic Acids Res 37:W317–W322PubMedCrossRef
28.
go back to reference Purcell S, Neale B, Todd-Brown K et al (2007) PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81:559–575PubMedCrossRef Purcell S, Neale B, Todd-Brown K et al (2007) PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81:559–575PubMedCrossRef
29.
go back to reference Zhang X, Friedman A, Heaney S, Purcell P, Maas RL (2002) Meis homeoproteins directly regulate Pax6 during vertebrate lens morphogenesis. Genes Dev 16:2097–2107PubMedCrossRef Zhang X, Friedman A, Heaney S, Purcell P, Maas RL (2002) Meis homeoproteins directly regulate Pax6 during vertebrate lens morphogenesis. Genes Dev 16:2097–2107PubMedCrossRef
30.
go back to reference Dupuis J, Langenberg C, Prokopenko I et al (2010) New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk. Nat Genet 42:105–116PubMedCrossRef Dupuis J, Langenberg C, Prokopenko I et al (2010) New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk. Nat Genet 42:105–116PubMedCrossRef
31.
go back to reference Ward WK, Bolgiano DC, McKnight B, Halter JB, Porte D Jr (1984) Diminished B cell secretory capacity in patients with noninsulin-dependent diabetes mellitus. J Clin Invest 74:1318–1328PubMedCrossRef Ward WK, Bolgiano DC, McKnight B, Halter JB, Porte D Jr (1984) Diminished B cell secretory capacity in patients with noninsulin-dependent diabetes mellitus. J Clin Invest 74:1318–1328PubMedCrossRef
32.
go back to reference Carlsson A, Sundkvist G, Groop L, Tuomi T (2000) Insulin and glucagon secretion in patients with slowly progressing autoimmune diabetes (LADA). J Clin Endocrinol Metab 85:76–80PubMedCrossRef Carlsson A, Sundkvist G, Groop L, Tuomi T (2000) Insulin and glucagon secretion in patients with slowly progressing autoimmune diabetes (LADA). J Clin Endocrinol Metab 85:76–80PubMedCrossRef
33.
go back to reference Voight BF, Scott LJ, Steinthorsdottir V et al (2010) Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis. Nat Genet 42:579–589PubMedCrossRef Voight BF, Scott LJ, Steinthorsdottir V et al (2010) Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis. Nat Genet 42:579–589PubMedCrossRef
34.
go back to reference Dames P, Puff R, Weise M et al (2010) Relative roles of the different Pax6 domains for pancreatic alpha cell development. BMC Dev Biol 10:39PubMedCrossRef Dames P, Puff R, Weise M et al (2010) Relative roles of the different Pax6 domains for pancreatic alpha cell development. BMC Dev Biol 10:39PubMedCrossRef
35.
go back to reference Yokoi N, Kanamori M, Horikawa Y et al (2006) Association studies of variants in the genes involved in pancreatic beta-cell function in type 2 diabetes in Japanese subjects. Diabetes 55:2379–2386PubMedCrossRef Yokoi N, Kanamori M, Horikawa Y et al (2006) Association studies of variants in the genes involved in pancreatic beta-cell function in type 2 diabetes in Japanese subjects. Diabetes 55:2379–2386PubMedCrossRef
36.
go back to reference Gaulton KJ, Willer CJ, Li Y et al (2008) Comprehensive association study of type 2 diabetes and related quantitative traits with 222 candidate genes. Diabetes 57:3136–3144PubMedCrossRef Gaulton KJ, Willer CJ, Li Y et al (2008) Comprehensive association study of type 2 diabetes and related quantitative traits with 222 candidate genes. Diabetes 57:3136–3144PubMedCrossRef
37.
go back to reference Sandhu MS, Weedon MN, Fawcett KA et al (2007) Common variants in WFS1 confer risk of type 2 diabetes. Nat Genet 39:951–953PubMedCrossRef Sandhu MS, Weedon MN, Fawcett KA et al (2007) Common variants in WFS1 confer risk of type 2 diabetes. Nat Genet 39:951–953PubMedCrossRef
38.
go back to reference Unger RH, Orci L (1975) The essential role of glucagon in the pathogenesis of diabetes mellitus. Lancet 1:14–16PubMedCrossRef Unger RH, Orci L (1975) The essential role of glucagon in the pathogenesis of diabetes mellitus. Lancet 1:14–16PubMedCrossRef
39.
go back to reference Goke B (2008) Islet cell function: alpha and beta cells—partners towards normoglycaemia. Int J Clin Pract Suppl 159:2–7PubMedCrossRef Goke B (2008) Islet cell function: alpha and beta cells—partners towards normoglycaemia. Int J Clin Pract Suppl 159:2–7PubMedCrossRef
40.
go back to reference Roder ME, Porte D Jr, Schwartz RS, Kahn SE (1998) Disproportionately elevated proinsulin levels reflect the degree of impaired B cell secretory capacity in patients with noninsulin-dependent diabetes mellitus. J Clin Endocrinol Metab 83:604–608PubMedCrossRef Roder ME, Porte D Jr, Schwartz RS, Kahn SE (1998) Disproportionately elevated proinsulin levels reflect the degree of impaired B cell secretory capacity in patients with noninsulin-dependent diabetes mellitus. J Clin Endocrinol Metab 83:604–608PubMedCrossRef
41.
go back to reference Wareham NJ, Byrne CD, Williams R, Day NE, Hales CN (1999) Fasting proinsulin concentrations predict the development of type 2 diabetes. Diabetes Care 22:262–270PubMedCrossRef Wareham NJ, Byrne CD, Williams R, Day NE, Hales CN (1999) Fasting proinsulin concentrations predict the development of type 2 diabetes. Diabetes Care 22:262–270PubMedCrossRef
42.
go back to reference Hanley AJ, D’Agostino R Jr, Wagenknecht LE et al (2002) Increased proinsulin levels and decreased acute insulin response independently predict the incidence of type 2 diabetes in the insulin resistance atherosclerosis study. Diabetes 51:1263–1270PubMedCrossRef Hanley AJ, D’Agostino R Jr, Wagenknecht LE et al (2002) Increased proinsulin levels and decreased acute insulin response independently predict the incidence of type 2 diabetes in the insulin resistance atherosclerosis study. Diabetes 51:1263–1270PubMedCrossRef
43.
go back to reference Zhang X, Rowan S, Yue Y et al (2006) Pax6 is regulated by Meis and Pbx homeoproteins during pancreatic development. Dev Biol 300:748–757PubMedCrossRef Zhang X, Rowan S, Yue Y et al (2006) Pax6 is regulated by Meis and Pbx homeoproteins during pancreatic development. Dev Biol 300:748–757PubMedCrossRef
Metadata
Title
A common variant upstream of the PAX6 gene influences islet function in man
Authors
E. Ahlqvist
F. Turrini
S. T. Lang
J. Taneera
Y. Zhou
P. Almgren
O. Hansson
B. Isomaa
T. Tuomi
K. Eriksson
J. G. Eriksson
V. Lyssenko
L. Groop
Publication date
01-01-2012
Publisher
Springer-Verlag
Published in
Diabetologia / Issue 1/2012
Print ISSN: 0012-186X
Electronic ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-011-2300-8

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