Home LiteratureArticle Details
PMID: 23316348 Published · ppublish English Journal Article

Glucocorticoids and type 2 diabetes: from physiology to pathology.

Journal of nutrition and metabolism ·Vol. 2012 ·2012-00-00 ·Pages 525093

Di Dalmazi G, Pagotto U, Pasquali R, Vicennati V

Abstract

Type 2 diabetes mellitus is the result of interaction between genetic and environmental factors, leading to heterogeneous and progressive pancreatic β-cell dysfunction. Overweight and obesity are major contributors to the development of insulin resistance and impaired glucose tolerance. The inability of β cells to secrete enough insulin produces type 2 diabetes. Abnormalities in other hormones such as reduced secretion of the incretin glucagon-like peptide 1 (GLP-1), hyperglucagonemia, and raised concentrations of other counterregulatory hormones also contribute to insulin resistance, reduced insulin secretion, and hyperglycaemia in type 2 diabetes. Clinical-overt and experimental cortisol excess is associated with profound metabolic disturbances of intermediate metabolism resulting in abdominal obesity, insulin resistance, and low HDL-cholesterol levels, which can lead to diabetes. It was therefore suggested that subtle abnormalities in cortisol secretion and action are one of the missing links between insulin resistance and other features of the metabolic syndrome. The aim of this paper is to address the role of glucocorticoids on glucose homeostasis and to explain the relationship between hypercortisolism and type 2 diabetes.

Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Di Dalmazi Guido
Division of Endocrinology, Department of Medical and Surgical Science, S. Orsola-Malpighi Hospital, University Alma Mater Studiorum, Via Massarenti 9, 40138 Bologna, Italy.
Pagotto Uberto
Pasquali Renato
Vicennati Valentina
References (118)
118 references, click to expand
  1. Peripheral CLOCK regulates target-tissue glucocorticoid receptor transcriptional activity in a circadian fashion in man.
    PLoS One. 2011;6(9):e25612 PMID: 21980503
  2. Type 2 diabetes: principles of pathogenesis and therapy.
    Lancet. 2005 Apr 9-15;365(9467):1333-46 PMID: 15823385
  3. High cardiovascular risk in patients with Cushing's syndrome according to 1999 WHO/ISH guidelines.
    Clin Endocrinol (Oxf). 2004 Dec;61(6):768-77 PMID: 15579193
  4. Clinical correlates of major depression in Cushing's disease.
    Psychopathology. 1998 Nov-Dec;31(6):302-6 PMID: 9780396
  5. Apelin, diabetes, and obesity.
    Endocrine. 2011 Aug;40(1):1-9 PMID: 21725702
  6. Pancreatic alpha-cell dysfunction in diabetes.
    Diabetes Metab. 2008 Feb;34 Suppl 2:S49-55 PMID: 18640586
  7. Severe impairment of bone mass and turnover in Cushing's disease: comparison between childhood-onset and adulthood-onset disease.
    Clin Endocrinol (Oxf). 2002 Feb;56(2):153-8 PMID: 11874405
  8. The burden of Cushing's disease: clinical and health-related quality of life aspects.
    Eur J Endocrinol. 2012 Sep;167(3):311-26 PMID: 22728347
  9. Adrenal incidentalomas and subclinical Cushing's syndrome: diagnosis and treatment.
    Curr Opin Endocrinol Diabetes Obes. 2009 Jun;16(3):203-10 PMID: 19390321
  10. Pathophysiology of diabetes mellitus in Cushing's syndrome.
    Neuroendocrinology. 2010;92 Suppl 1:77-81 PMID: 20829623
  11. Effects of an 11β-hydroxysteroid dehydrogenase type 1 inhibitor, MK-0916, in patients with type 2 diabetes mellitus and metabolic syndrome.
    Diabetes Obes Metab. 2011 Jun;13(6):498-504 PMID: 21272190
  12. Glucocorticoid-induced diabetes and adrenal suppression: how to detect and manage them.
    Cleve Clin J Med. 2011 Nov;78(11):748-56 PMID: 22049542
  13. Incidence and late prognosis of cushing's syndrome: a population-based study.
    J Clin Endocrinol Metab. 2001 Jan;86(1):117-23 PMID: 11231987
  14. Cortisol, energy intake, and food frequency in overweight/obese women.
    Nutrition. 2011 Jun;27(6):677-80 PMID: 20934852
  15. Adult weight gain and diabetes among African American and white adults in southeastern US communities.
    Prev Med. 2009 Dec;49(6):476-81 PMID: 19874842
  16. Gender-related differences in the presentation and course of Cushing's disease.
    J Clin Endocrinol Metab. 2003 Apr;88(4):1554-8 PMID: 12679438
  17. Diagnosis and classification of diabetes mellitus.
    Diabetes Care. 2011 Jan;34 Suppl 1:S62-9 PMID: 21193628
  18. NIH state-of-the-science statement on management of the clinically inapparent adrenal mass ("incidentaloma").
    NIH Consens State Sci Statements. 2002 Feb 4-6;19(2):1-25 PMID: 14768652
  19. An in vivo and in vitro study of the mechanism of prednisone-induced insulin resistance in healthy subjects.
    J Clin Invest. 1983 Nov;72(5):1814-20 PMID: 6355186
  20. Increased cortisol bioavailability, abdominal obesity, and the metabolic syndrome in obese women.
    Obes Res. 2005 Jul;13(7):1157-66 PMID: 16076984
  21. A transgenic model of visceral obesity and the metabolic syndrome.
    Science. 2001 Dec 7;294(5549):2166-70 PMID: 11739957
  22. Surgical versus conservative management for subclinical Cushing syndrome in adrenal incidentalomas: a prospective randomized study.
    Ann Surg. 2009 Mar;249(3):388-91 PMID: 19247023
  23. Visceral fat and psychosocial stress in identical twins discordant for obesity.
    J Intern Med. 2002 Jan;251(1):35-43 PMID: 11851863
  24. Continuous monitoring of circadian glycemic patterns in patients receiving prednisolone for COPD.
    J Clin Endocrinol Metab. 2011 Jun;96(6):1789-96 PMID: 21411550
  25. Mortality and morbidity in Cushing's disease over 50 years in Stoke-on-Trent, UK: audit and meta-analysis of literature.
    J Clin Endocrinol Metab. 2011 Mar;96(3):632-42 PMID: 21193542
  26. The relationship between body mass index and the prevalence of obesity-related diseases based on the 1995 National Health Interview Survey in Korea.
    Obes Rev. 2002 Aug;3(3):191-6 PMID: 12164471
  27. Glucocorticoid increases glucose cycling and inhibits insulin release in pancreatic islets of ob/ob mice.
    Am J Physiol. 1992 Oct;263(4 Pt 1):E663-6 PMID: 1384356
  28. The prevalence and management of hyperglycaemia in patients with rheumatoid arthritis on corticosteroid therapy.
    Scott Med J. 2004 Nov;49(4):139-41 PMID: 15648707
  29. Comment on the provisional report from the WHO consultation. European Group for the Study of Insulin Resistance (EGIR)
    Diabet Med. 1999 May;16(5):442-3 PMID: 10342346
  30. Subclinical hypercortisolism: correlation between biochemical diagnostic criteria and clinical aspects.
    Clin Endocrinol (Oxf). 2010 Aug;73(2):161-6 PMID: 20184600
  31. The longitudinal course of psychopathology in Cushing's syndrome after correction of hypercortisolism.
    J Clin Endocrinol Metab. 1997 Mar;82(3):912-9 PMID: 9062506
  32. Glucocorticoid-induced diabetes mellitus: prevalence and risk factors in primary renal diseases.
    Nephron Clin Pract. 2007;105(2):c54-7 PMID: 17135768
  33. Cushing's syndrome.
    Lancet. 2001 Mar 10;357(9258):783-91 PMID: 11253984
  34. Long-term morphological, hormonal, and clinical follow-up in a single unit on 118 patients with adrenal incidentalomas.
    Eur J Endocrinol. 2010 Apr;162(4):779-85 PMID: 20103607
  35. Diagnosis and complications of Cushing's syndrome: a consensus statement.
    J Clin Endocrinol Metab. 2003 Dec;88(12):5593-602 PMID: 14671138
  36. Management of type 2 diabetes: new and future developments in treatment.
    Lancet. 2011 Jul 9;378(9786):182-97 PMID: 21705062
  37. Is 11beta-hydroxysteroid dehydrogenase type 1 a good therapeutic target for blockade of glucocorticoid actions?
    Proc Natl Acad Sci U S A. 2004 Apr 27;101(17):6329-30 PMID: 15096596
  38. Insulin resistance and impaired beta cell function in rheumatoid arthritis.
    Arthritis Rheum. 2006 Sep;54(9):2765-75 PMID: 16947779
  39. Glucocorticoid-induced hyperglycemia.
    Endocr Pract. 2009 Jul-Aug;15(5):469-74 PMID: 19454391
  40. Subclinical Cushing's syndrome.
    Endocrinol Metab Clin North Am. 2000 Mar;29(1):43-56 PMID: 10732263
  41. Effect of dexamethasone on oral glucose tolerance in healthy adults.
    Endocr Pract. 2010 Sep-Oct;16(5):770-7 PMID: 20350917
  42. Tissue production of cortisol by 11beta-hydroxysteroid dehydrogenase type 1 and metabolic disease.
    Ann N Y Acad Sci. 2006 Nov;1083:165-84 PMID: 17148739
  43. Patients with subclinical Cushing's syndrome due to adrenal adenoma have increased cardiovascular risk.
    J Clin Endocrinol Metab. 2002 Nov;87(11):4872-8 PMID: 12414841
  44. Melatonin receptors in pancreatic islets: good morning to a novel type 2 diabetes gene.
    Diabetologia. 2009 Jul;52(7):1240-9 PMID: 19377888
  45. Comment: response of the hypothalamic-pituitary-adrenocortical axis to high-protein/fat and high-carbohydrate meals in women with different obesity phenotypes.
    J Clin Endocrinol Metab. 2002 Aug;87(8):3984-8 PMID: 12161547
  46. Association between the metabolic syndrome and serum cortisol in overweight Latino youth.
    J Clin Endocrinol Metab. 2008 Apr;93(4):1372-8 PMID: 18252788
  47. Efficacy and safety of the selective 11β-HSD-1 inhibitors MK-0736 and MK-0916 in overweight and obese patients with hypertension.
    J Am Soc Hypertens. 2011 May-Jun;5(3):166-76 PMID: 21419745
  48. Psychiatric disorders associated with Cushing's syndrome. Epidemiology, pathophysiology and treatment.
    CNS Drugs. 2001;15(5):361-73 PMID: 11475942
  49. Inhibition of 11beta-hydroxysteroid dehydrogenase type 1 as a promising therapeutic target.
    Drug Discov Today. 2007 Jul;12(13-14):504-20 PMID: 17631244
  50. Consistently stable or decreased body mass index in young adulthood and longitudinal changes in metabolic syndrome components: the Coronary Artery Risk Development in Young Adults Study.
    Circulation. 2007 Feb 27;115(8):1004-11 PMID: 17283263
  51. Cortisol secretion in relation to body fat distribution in obese premenopausal women.
    Metabolism. 1992 Aug;41(8):882-6 PMID: 1640867
  52. Population pharmacokinetic/pharmacodynamic model of subcutaneous adipose 11β-hydroxysteroid dehydrogenase type 1 (11β-HSD1) activity after oral administration of AMG 221, a selective 11β-HSD1 inhibitor.
    J Clin Pharmacol. 2011 Jun;51(6):830-41 PMID: 20663992
  53. The hypothalamic-pituitary-adrenal axis in obese women with different patterns of body fat distribution.
    J Clin Endocrinol Metab. 1993 Aug;77(2):341-6 PMID: 8393881
  54. Bone loss is more severe in primary adrenal than in pituitary-dependent Cushing's syndrome.
    Osteoporos Int. 2004 Nov;15(11):855-61 PMID: 15034643
  55. Insulin, body mass index, and cardiovascular risk factors in premenopausal women.
    Arteriosclerosis. 1989 Jul-Aug;9(4):479-84 PMID: 2665702
  56. Stress-related cortisol secretion in men: relationships with abdominal obesity and endocrine, metabolic and hemodynamic abnormalities.
    J Clin Endocrinol Metab. 1998 Jun;83(6):1853-9 PMID: 9626108
  57. The incretin system: glucagon-like peptide-1 receptor agonists and dipeptidyl peptidase-4 inhibitors in type 2 diabetes.
    Lancet. 2006 Nov 11;368(9548):1696-705 PMID: 17098089
  58. 11beta-Hydroxysteroid dehydrogenase type 1 inhibitors: novel agents for the treatment of metabolic syndrome and obesity-related disorders?
    Metabolism. 2013 Jan;62(1):21-33 PMID: 22652056
  59. Glucose metabolism in patients with subclinical Cushing's syndrome.
    Endocrine. 2012 Jun;41(3):415-23 PMID: 22391939
  60. A survey on adrenal incidentaloma in Italy. Study Group on Adrenal Tumors of the Italian Society of Endocrinology.
    J Clin Endocrinol Metab. 2000 Feb;85(2):637-44 PMID: 10690869
  61. Does central obesity reflect "Cushing's disease of the omentum"?
    Lancet. 1997 Apr 26;349(9060):1210-3 PMID: 9130942
  62. Stress and body shape: stress-induced cortisol secretion is consistently greater among women with central fat.
    Psychosom Med. 2000 Sep-Oct;62(5):623-32 PMID: 11020091
  63. Pancreatic beta-cell signaling: toward better understanding of diabetes and its treatment.
    Proc Jpn Acad Ser B Phys Biol Sci. 2010;86(6):563-77 PMID: 20551594
  64. Hypothalamic arousal, insulin resistance and Type 2 diabetes mellitus.
    Diabet Med. 1999 May;16(5):373-83 PMID: 10342336
  65. Progressively increased patterns of subclinical cortisol hypersecretion in adrenal incidentalomas differently predict major metabolic and cardiovascular outcomes: a large cross-sectional study.
    Eur J Endocrinol. 2012 Apr;166(4):669-77 PMID: 22267278
  66. Subclinical Cushing's syndrome in adrenal incidentalomas.
    Endocrinol Metab Clin North Am. 2005 Jun;34(2):423-39, x PMID: 15850851
  67. 11beta-hydroxysteroid dehydrogenases: changing glucocorticoid action.
    Curr Opin Pharmacol. 2004 Dec;4(6):597-602 PMID: 15525550
  68. Mortality and morbidity in Cushing's syndrome in New Zealand.
    Clin Endocrinol (Oxf). 2011 Oct;75(4):436-42 PMID: 21609352
  69. Glucocorticoid receptor variants: clinical implications.
    J Steroid Biochem Mol Biol. 2002 Jun;81(2):103-22 PMID: 12137800
  70. Body mass index history and risk of type 2 diabetes: results from the European Prospective Investigation into Cancer and Nutrition (EPIC)-Potsdam Study.
    Am J Clin Nutr. 2006 Aug;84(2):427-33 PMID: 16895894
  71. Transgenic amplification of glucocorticoid action in adipose tissue causes high blood pressure in mice.
    J Clin Invest. 2003 Jul;112(1):83-90 PMID: 12840062
  72. Cortisol and ACTH response to oral dexamethasone in obesity and effects of sex, body fat distribution, and dexamethasone concentrations: a dose-response study.
    J Clin Endocrinol Metab. 2002 Jan;87(1):166-75 PMID: 11788642
  73. The impact of obesity on diabetes mellitus and the role of bariatric surgery.
    Maturitas. 2011 Jun;69(2):137-40 PMID: 21493021
  74. American Association of Clinical Endocrinologists (AACE) consensus conference on the insulin resistance syndrome: 25-26 August 2002, Washington, DC.
    Diabetes Care. 2003 Apr;26(4):1297-303 PMID: 12663612
  75. Adipocyte-derived hormones, cytokines, and mediators.
    Endocrine. 2006 Feb;29(1):81-90 PMID: 16622295
  76. The abdominal obesity phenotype and insulin resistance are associated with abnormalities of the hypothalamic-pituitary-adrenal axis in humans.
    Horm Metab Res. 2000 Nov-Dec;32(11-12):521-5 PMID: 11246819
  77. Differential stimulation of cortisol and dehydroepiandrosterone levels by food in obese and normal subjects: relation to body fat distribution.
    Clin Endocrinol (Oxf). 1996 Dec;45(6):699-706 PMID: 9039335
  78. Obesity, fat distribution, and weight gain as risk factors for clinical diabetes in men.
    Diabetes Care. 1994 Sep;17(9):961-9 PMID: 7988316
  79. New-onset diabetes after transplantation: 2003 International consensus guidelines. Proceedings of an international expert panel meeting. Barcelona, Spain, 19 February 2003.
    Transplantation. 2003 May 27;75(10 Suppl):SS3-24 PMID: 12775942
  80. Midnight serum cortisol as a marker of increased cardiovascular risk in patients with a clinically inapparent adrenal adenoma.
    Eur J Endocrinol. 2005 Aug;153(2):307-15 PMID: 16061838
  81. Glucocorticoids regulate transcription of the gene for phosphoenolpyruvate carboxykinase in the liver via an extended glucocorticoid regulatory unit.
    J Biol Chem. 2005 Oct 7;280(40):33873-84 PMID: 16100117
  82. Cushing's Syndrome.
    Endocrinol Metab Clin North Am. 2008 Mar;37(1):135-49, ix PMID: 18226734
  83. Mechanisms linking obesity to insulin resistance and type 2 diabetes.
    Nature. 2006 Dec 14;444(7121):840-6 PMID: 17167471
  84. Muscle and adipose tissue morphology and metabolism in Cushing's syndrome.
    J Clin Endocrinol Metab. 1988 Dec;67(6):1122-8 PMID: 3142910
  85. Metabolic adaptations to dexamethasone-induced insulin resistance in healthy volunteers.
    Obes Res. 2003 May;11(5):625-31 PMID: 12740452
  86. Physiologic roles of 11beta-hydroxysteroid dehydrogenase type 2 in kidney.
    Metabolism. 2006 Oct;55(10):1352-7 PMID: 16979406
  87. Executive Summary of The Third Report of The National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, And Treatment of High Blood Cholesterol In Adults (Adult Treatment Panel III).
    JAMA. 2001 May 16;285(19):2486-97 PMID: 11368702
  88. LXRβ is required for glucocorticoid-induced hyperglycemia and hepatosteatosis in mice.
    J Clin Invest. 2011 Jan;121(1):431-41 PMID: 21123945
  89. Subclinical Cushing's syndrome in patients with adrenal incidentaloma: clinical and biochemical features.
    J Clin Endocrinol Metab. 2000 Apr;85(4):1440-8 PMID: 10770179
  90. Mortality in patients treated for Cushing's disease is increased, compared with patients treated for nonfunctioning pituitary macroadenoma.
    J Clin Endocrinol Metab. 2007 Mar;92(3):976-81 PMID: 17200171
  91. Tissue-specific Cushing's syndrome uncovers a new target in treating the metabolic syndrome--11beta-hydroxysteroid dehydrogenase type 1.
    Clin Med (Lond). 2005 Mar-Apr;5(2):142-6 PMID: 15847006
  92. Weight gain as a risk factor for clinical diabetes mellitus in women.
    Ann Intern Med. 1995 Apr 1;122(7):481-6 PMID: 7872581
  93. Is there value in routine screening for Cushing's syndrome in patients with diabetes?
    J Clin Endocrinol Metab. 2010 May;95(5):2262-5 PMID: 20237165
  94. Do patients with type 2 diabetes mellitus have an increased prevalence of Cushing's syndrome?
    Diabetes Metab Res Rev. 2012 Mar;28(3):219-27 PMID: 22162117
  95. Fat distribution in obese women is associated with subtle alterations of the hypothalamic-pituitary-adrenal axis activity and sensitivity to glucocorticoids.
    Clin Endocrinol (Oxf). 2001 Oct;55(4):447-54 PMID: 11678826
  96. Hypothalamic-pituitary-adrenal axis activity and its relationship to the autonomic nervous system in women with visceral and subcutaneous obesity: effects of the corticotropin-releasing factor/arginine-vasopressin test and of stress.
    Metabolism. 1996 Mar;45(3):351-6 PMID: 8606643
  97. Effect of chronic stress and exogenous glucocorticoids on regional fat distribution and metabolism.
    Physiol Behav. 1992 Sep;52(3):583-90 PMID: 1409924
  98. Serum- and glucocorticoid-inducible kinase 1 (SGK1) mediates glucocorticoid-induced inhibition of insulin secretion.
    Diabetes. 2005 Apr;54(4):1090-9 PMID: 15793248
  99. Novel insights into glucocorticoid-mediated diabetogenic effects: towards expansion of therapeutic options?
    Eur J Clin Invest. 2009 Feb;39(2):81-93 PMID: 19200161
  100. Glucocorticoids and the risk for initiation of hypoglycemic therapy.
    Arch Intern Med. 1994 Jan 10;154(1):97-101 PMID: 8267494
  101. Glucocorticoid and mineralocorticoid receptors: biology and clinical relevance.
    Annu Rev Med. 1997;48:231-40 PMID: 9046958
  102. 11Beta-hydroxysteroid dehydrogenase type 1 and its role in the hypothalamus-pituitary-adrenal axis, metabolic syndrome, and inflammation.
    J Clin Endocrinol Metab. 2009 Dec;94(12):4645-54 PMID: 19837912
  103. Dexamethasone induces posttranslational degradation of GLUT2 and inhibition of insulin secretion in isolated pancreatic beta cells. Comparison with the effects of fatty acids.
    J Biol Chem. 1997 Feb 7;272(6):3216-22 PMID: 9013557
  104. Diagnosis and management of the metabolic syndrome: an American Heart Association/National Heart, Lung, and Blood Institute Scientific Statement.
    Circulation. 2005 Oct 25;112(17):2735-52 PMID: 16157765
  105. Effects of ACTH and cortisol administration on blood pressure, electrolyte metabolism, atrial natriuretic peptide and renal function in normal man.
    J Hypertens. 1987 Aug;5(4):425-33 PMID: 2822795
  106. Cushing's syndrome.
    Lancet. 2006 May 13;367(9522):1605-17 PMID: 16698415
  107. The 11-beta-hydroxysteroid dehydrogenase type 1 inhibitor INCB13739 improves hyperglycemia in patients with type 2 diabetes inadequately controlled by metformin monotherapy.
    Diabetes Care. 2010 Jul;33(7):1516-22 PMID: 20413513
  108. Association of hypertension, diabetes, dyslipidemia, and metabolic syndrome with obesity: findings from the National Health and Nutrition Examination Survey, 1999 to 2004.
    J Am Coll Surg. 2008 Dec;207(6):928-34 PMID: 19183541
  109. Morbidity and mortality in Cushing's disease: an epidemiological approach.
    Clin Endocrinol (Oxf). 1994 Apr;40(4):479-84 PMID: 8187313
  110. Persistence of increased cardiovascular risk in patients with Cushing's disease after five years of successful cure.
    J Clin Endocrinol Metab. 1999 Aug;84(8):2664-72 PMID: 10443657
  111. Adrenal incidentaloma: a new cause of the metabolic syndrome?
    J Clin Endocrinol Metab. 2002 Mar;87(3):998-1003 PMID: 11889151
  112. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man.
    Diabetologia. 1985 Jul;28(7):412-9 PMID: 3899825
  113. Reduced glucose tolerance and insulin resistance induced by steroid treatment, relative physical inactivity, and high-calorie diet impairs the incretin effect in healthy subjects.
    J Clin Endocrinol Metab. 2010 Jul;95(7):3309-17 PMID: 20410219
  114. Transsphenoidal microsurgery for Cushing's disease: initial outcome and long-term results.
    J Clin Endocrinol Metab. 2004 Dec;89(12):6348-57 PMID: 15579802
  115. Banting lecture 1988. Role of insulin resistance in human disease.
    Diabetes. 1988 Dec;37(12):1595-607 PMID: 3056758
  116. Activity of the hypothalamic-pituitary-adrenal axis in different obesity phenotypes.
    Int J Obes Relat Metab Disord. 2000 Jun;24 Suppl 2:S47-9 PMID: 10997608
  117. Deleterious effects of glucocorticoid replacement on bone in women after long-term remission of Cushing's syndrome.
    J Bone Miner Res. 2009 Nov;24(11):1841-6 PMID: 19453254
  118. Molecular determinants of glucocorticoid receptor function and tissue sensitivity to glucocorticoids.
    Endocr Rev. 1996 Jun;17(3):245-61 PMID: 8771358
Article Info
Journal
Journal of nutrition and metabolism
Abbr.
J Nutr Metab
ISSN
2090-0732
Published
2012-00-00
Epub
2012-00-18
Pages
525093
Language
English
Region
United States
NLM ID
101526296
PMCID
PMC3536319
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]