Abstract
Adrenal gland function is mediated through secreted hormones, which play a vital role in the autonomic and hypothalamic-pituitary-adrenal (HPA)-axis-mediated stress response. The genetic underpinnings of the stress response can be approached using a quantitative trait locus (QTL) analysis. This method has been used to investigate genomic regions associated with variation in complex phenotypes, but it has not been used to explore the structure of the adrenal. We used QTL analyses to identify candidate genes underlying adrenal weight and adrenal cortical zone and medulla widths. We used 64 BXD recombinant inbred (RI) strains of mice (n = 528) and 2 parental strains (C57BL/6J and DBA/2J; n = 20) to measure adrenal weights and adrenal zone widths. For adrenal weight, we found significant QTLs on chromosome 3 for females (Fawq1) and Chr 4 for males (Mawq1) and suggestive QTLs on Chrs 1, 3, 10, and 14 for females and Chrs 2, 4, 10, 17, and X for males. We identified a significant QTL on Chr 10 (Mawdq1) and a suggestive QTL on Chr 13 for male adrenal total width. For male adrenal medulla width, we found a significant QTL on Chr 5 (Mmwdq1) and a suggestive QTL on Chr 1. We also identified significant QTLs on Chrs 10 (Mxwdq1) and 14 (Mxwdq2) for male X-zone width. There are 113 genes that mapped within the significant QTL intervals, and we identified 4 candidate genes associated with adrenal structure and/or function. In summary, this study is an important first step for detecting genetic factors influencing the structure of the adrenal component of the HPA axis using QTL analyses, which may relate to adrenal function and provide further insights into elucidating genes critical for stress-related phenotypes.
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References
Aguilera G, Kiss A, Lu A, Camacho C (1996) Regulation of adrenal steroidogenesis during chronic stress. Endocr Res 22:433–443
Akana SF, Shinsako J, Dallman MF (1983) Relationships among adrenal weight, corticosterone, and stimulated adrenocorticotropin levels in rats. Endocrinology 113:226–231
Amsterdam JD, Marinelli DL, Arger P, Winokur A (1987) Assessment of adrenal gland volume by computed tomography in depressed patients and healthy volunteers: a pilot study. Psychiatry Res 21:189–197
Anisman H, Lacosta S, Kent P, McIntyre DC, Merali Z (1998) Stressor-induced corticotrophin-releasing hormone, bombesin, ACTH and corticosterone variations in strains of mice differentially responsive to stressors. Stress 2:209–220
Badr FM, Spickett SG (1971) Genetic variation in adrenal weight in young adult mice. J Endocrinol 49:105–111
Badr FM, Shire JG, Spickett SG (1968) Genetic variation in adrenal weight: strain differences in the development of the adrenal glands of mice. Acta Endocrinol (Copenh) 58:191–201
Bates SH, Dundon TA, Seifert M, Carlson M, Maratos-Flier E et al (2004) LRb-STAT3 signaling is required for the neuroendocrine regulation of energy expenditure by leptin. Diabetes 53(12):3067–3073
Belknap JK, Crabbe JC, Young ER (1993) Voluntary consumption of ethanol in 15 inbred mouse strains. Psychopharmacology 112:503–510
Beuschlein F, Keegan CE, Bavers DL, Mutch C, Hutz JE et al (2002) SF-1, DAX-1, and ACD: molecular determinants of adrenocortical growth and steroidogenesis. Endocr Res 28:597–607
Bielohuby M (2007) The mouse adrenal gland: age- and gender-dependent alterations of growth and function. Dissertation, Faculty of Veterinary Medicine, LMU, München
Buitenhuis AJ, Rodenburg TB, van Hierden YM, Siwek M, Cornelissen SJ et al (2003). Mapping quantitative trait loci affecting feather pecking behavior and stress response in laying hens. Poult Sci 82:1215–1222. Erratum 85:1115–1116 (2006)
Bureau C, Hennequet-Antier C, Couty M, Guémené D (2009) Gene array analysis of adrenal glands in broiler chickens following ACTH treatment. BMC Genomics 10:430
Cannon B, Nedergaard J (2004) Brown adipose tissue: function and physiological significance. Physiol Rev 84:277–359
Chang YT, Kappy MS, Iwamoto K, Wang J, Yang X et al (1993) Mutations in the type II 3 beta-hydroxysteroid dehydrogenase gene in a patient with classic salt-wasting 3 beta-hydroxysteroid dehydrogenase deficiency congenital adrenal hyperplasia. Pediatr Res 34:698–700
Crabbe JC (1998) Provisional mapping of quantitative trait loci for chronic ethanol withdrawal severity in BXD recombinant inbred mice. J Pharmacol Exp Ther 286:263–271
Crabbe JC, Kosobud A, Young ER, Janowsky JS (1983) Polygenic and single-gene determination of responses to ethanol in BXD/Ty recombinant inbred mouse strains. Neurobehav Toxicol Teratol 5:181–187
Cui ZH, Ikeda K, Kawakami K, Gonda T, Nabika T et al (2003) Exaggerated response to restraint stress in rats congenic for the chromosome 1 blood pressure quantitative trait locus. Clin Exp Pharmacol Physiol 30:464–469
Deacon CF, Mosley W, Jones IC (1986) The X-zone of the mouse adrenal cortex of the Swiss albino strain. Gen Comp Endocrinol 61:87–99
Deanesly R (1931) The histology of adrenal enlargement under experimental conditions. Am J Anat 47:475–498
Désautés C, Bidanelt JP, Milant D, Iannuccelli N, Amigues Y et al (2002) Genetic linkage mapping of quantitative trait loci for behavioral and neuroendocrine stress response traits in pigs. J Anim Sci 80(9):2276–2285
Deschepper CF, Olson JL, Otis M, Gallo-Payet N (2004) Characterization of blood pressure and morphological traits in cardiovascular-related organs in 13 different inbred mouse strains. J Appl Physiol 97:369–376
Ehrhart-Bornstein M, Bornstein SR (2008) Cross-talk between adrenal medulla and adrenal cortex in stress. Ann NY Acad Sci 1148:112–117
Ehrhart-Bornstein M, Hinson JP, Bornstein SR, Scherbaum W, Vinson GP (1998) Intraadrenal interactions in the regulation of adrenocortical steroidogenesis. Endocr Rev 19:101–143
Eleftheriou BE (1974) A gene influencing hypothalamic norepinephrine levels in mice. Brain Res 70(3):538–540
Eleftheriou BE, Elias PK (1975) Recombinant inbred strains: a novel genetic approach for psychopharmacogeneticists. In: Eleftheriou BE (ed) Psychopharmacogenetics. Plenum Press, New York, pp 43–71
Flint J (2001) Is this mouse anxious? The difficulties of interpreting the effects of genetic action. Commentary on Belzung “The genetic basis of the pharmacological effects of anxiolytics” and Olivier et al. “The 5-HT (1A) receptor knockout mouse and anxiety”. Behav Pharmacol 12(6–7):461–465
Flint J (2002) Genetic effects on an animal model of anxiety. FEBS Lett 529:131–134
Flint J, Corley R, DeFries JC, Fulker DW, Gray JA et al (1995) A simple genetic basis for a complex psychological trait in laboratory mice. Science 269:1432–1435
Fujieda K, Tajima T (2005) Molecular basis of adrenal insufficiency. Pediatr Res 57(5):62R–69R
Gersh I, Grollmann A (1939) The nature of the X zone of the adrenal gland of the mouse. Anat Rec 75:131–153
Gershenfeld HK, Paul SM (1997) Mapping quantitative trait loci for fear-like behaviors in mice. Genomics 46:1–8
Gershenfeld HK, Neumann PE, Li X, St Jean PL, Paul SM (1999) Mapping quantitative trait loci for seizure response to a GABAA receptor inverse agonist in mice. J Neurosci 19(10):3731–3738
Gililland KR, Finn DA (2007) The impact of gonadectomy and adrenalectomy on acute withdrawal severity in male and female C57BL/6J and DBA/2J mice following a single high dose of ethanol. Alcohol Clin Exp Res 31:1846–1857
Gill KJ, Boyle AE (2005) Quantitative trait loci for novelty/stress-induced locomotor activation in recombinant inbred (RI) and recombinant congenic (RC) strains of mice. Behav Brain Res 161:113–124
Gill K, Liu Y, Deitrich RA (1996) Voluntary alcohol consumption in BXD recombinant inbred mice: relationship to alcohol metabolism. Alcohol Clin Exp Res 20(1):185–190
Goldstein DB, Kakihana R (1974) Alcohol withdrawal reactions and reserpine effects in inbred strains in mice. Life Sci 15:415–425
Goldstein DS, Kopin IJ (2008) Adrenomedullary, adrenocortical, and sympathoneural responses to stressors: a meta-analysis. Endocr Regul 42:111–119
Griffiths PJ, Littleton JM (1977) Concentrations of free amino acids in brains of mice of different strains during the physical syndrome of withdrawal from alcohol. Br J Exp Pathol 58:391–399
Hegmann JP, Possidente B (1981) Estimating genetic correlations from inbred strains. Behav Genet 11:103–114
Heikkilä M, Peltoketo H, Leppäluoto J, Ilves M, Vuolteenaho O et al (2002) Wnt-4 deficiency alters mouse adrenal cortex function, reducing aldosterone production. Endocrinology 143(11):4358–4365
Henderson ND, Turri MG, DeFries JC, Flint J (2004) QTL analysis of multiple behavioral measures of anxiety in mice. Behav Genet 34:267–293
Herman JP, Adams D, Prewitt C (1995) Regulatory changes in neuroendocrine stress-integrative circuitry produced by a variable stress paradigm. Neuroendocrinology 61:180–190
Hershkovitz L, Beuschlein F, Klammer S, Krup M, Weinstein Y (2006) Adrenal 20α-hydroxysteroid dehydrogenase in the mouse catabolizes progesterone and 11-deoxycorticosterone and is restricted to the X-zone. Endocrinology 148(3):976–988
Holmes PV, Dickson AD (1971) X-zone degeneration in the adrenal glands of adult and immature female mice. J Anat 108:159–168
Howard-Miller E (1928) A transitory zone in the adrenal cortex which shows age and sex relationships. Am J Anat 40:251–293
Janat MF, Shire JG (1987) The adrenal X-zone of mice: genetic analysis of its development with recombinant-inbred strains. Exp Biol 46:217–221
Jirout ML, Friese RS, Mahapatra NR, Mahata M, Taupenot L et al (2010) Genetic regulation of catecholamine synthesis, storage and secretion in the spontaneously hypertensive rat. Hum Mol Genet 19(13):2567–2580
Jouffe V, Rowe S, Liaubet L, Buitenhuis B, Hornshøj H et al (2009) Using microarrays to identify positional candidate genes for QTL: the case study of ACTH response in pigs. BMC Proc 3(Suppl 4):S14
Kakihana R, Butte JC, Noble EP (1968) Corticosterone response to ethanol in inbred strains of mice. Nature 218:360–361
Keegan CE, Hammer GD (2002) Recent insights into organogenesis of the adrenal cortex. Trends Endocrinol Metab 13(5):200–208
Lad HV, Liu L, Payá-Cano JL, Fernandes C, Schalkwyk LC (2007) Quantitative traits for the tail suspension test: automation, optimization, and BXD RI mapping. Mamm Genome 18:482–491
Lamblin F, Meert TF, De Witte P (1996) Adrenalectomy protects ethanol-withdrawn rats from harmine-induced tremor. Alcohol Alcohol 31(2):175–181
Lemos DR, Downs JL, Urbanski HF (2006) Twenty-four-hour rhythmic gene expression in the rhesus macaque adrenal gland. Mol Endocrinol 20(5):1164–1176
Li H, Brochu M, Wang SP, Rochdi L, Côté M et al (2002) Hormone-sensitive lipase deficiency in mice causes lipid storage in the adrenal cortex and impaired corticosterone response to corticotrophin stimulation. Endocrinology 143(9):3333–3340
Lin D, Sugawara T, Strauss JF, Clark BJ, Stocco DM et al (1995) Role of steroidogenic acute regulatory protein in adrenal and gonadal steroidogenesis. Science 267:1828–1831
Liu X, Stancliffe D, Lee S, Mathur S, Gershenfeld HK (2007) Genetic dissection of the tail suspension test: a mouse model of stress vulnerability and antidepressant response. Biol Psychiatry 62(1):81–91
Llamas B, Contesse V, Guyonnet-Duperat V, Vaudry H, Mormède P et al (2005) QTL mapping for traits associated with stress neuroendocrine reactivity in rats. Mamm Genome 16:505–515
Marissal-Arvy N, Lombès M, Petterson J, Moisan MP, Mormède P (2004) Gain of function mutation in the mineralocorticoid receptor of the Brown Norway rat. J Biol Chem 279:39232–39239
Masui K, Tamura Y (1924) The effect of gonadectomy on the structure of the suprarenal gland of mice, with special reference to the functional relation between this gland and the sex gland of female. Jpn J Zootech Sci 1:55–79
Moog F, Bennett CJ, Dean CM Jr (1954) Growth and cytochemistry of the adrenal gland of the mouse from birth to maturity. Anat Rec 120:873–891
Moore AW, McInnes L, Kreidberg J, Hastie ND, Schedl A (1999) YAC complementation shows a requirement for Wt1 in the development of epicardium, adrenal gland and throughout nephrogenesis. Development 126(9):1845–1857
Muráni E, Ponsuksili S, D’Eath RB, Turner SP, Kurt E et al (2010) Association of HPA axis-related genetic variation with stress reactivity and aggressive behaviour in pigs. BMC Genet 11:74
Nemeroff CB, Krishnan KR, Reed D, Leder R, Beam C et al (1992) Adrenal gland enlargement in major depression. A computed tomographic study. Arch Gen Psychiatry 49:384–387
Nussdorfer GG (1986) Cytophysiology of the adrenal cortex. Int Rev Cytol 98:1–405
Oldfield BJ, Giles ME, Watson A, Anderson C, Colvill LM et al (2002) The neurochemical characterisation of hypothalamic pathways projecting polysynaptically to brown adipose tissue in the rat. Neuroscience 110:515–526
Parker TL, Kesse WK, Mohamed AA, Afework M (1993) The innervation of the mammalian adrenal gland. J Anat 183(2):265–276
Pawlus M (1983) Genetic differences in mouse adrenocortical structure. Folia Histochem Cytochem 21:239–251
Philip VM, Duvvuru S, Gomero B, Ansah TA, Blaha CD et al (2010) High-throughput behavioral phenotyping in the expanded panel of BXD recombinant inbred strains. Genes Brain Behav 9(2):129–159
Ponder CA, Kliethermes CL, Drew MR, Muller J, Das K et al (2007a) Selection for contextual fear conditioning affects anxiety-like behaviors and gene expression. Genes Brain Behav 6:736–749
Ponder CA, Munoz M, Gilliam TC, Palmer AA (2007b) Genetic architecture of fear conditioning in chromosome substitution strains: relationship to measures of innate (unlearned) anxiety-like behavior. Mamm Genome 18(4):221–228
Potenza MN, Brodkin ES, Joe B, Luo X, Remmers EF et al (2004) Genomic regions controlling corticosterone level in rats. Biol Psychiatry 55:634–641
Prewitt CM, Herman JP (1997) Hypothalamo-pituitary-adrenocortical regulation following lesions of the central nucleus of the amygdala. Stress l(4):263–279
Rainey WE, Parker CR Jr, Rehman K, Carr BR (2002) The adrenal genetic puzzle: how do the fetal and adult pieces differ? Endocr Res 28(4):611–622
Redei EE (2008) Molecular genetics of the stress-responsive adrenocortical axis. Ann Med 40(2):139–148
Reiner DJ, Jan TA, Boughter JD Jr, Li CX, Lu L et al (2008) Genetic analysis of tongue size and taste papillae number and size in recombinant inbred strains of mice. Chem Senses 33(8):693–707
Rhéaume E, Simard J, Morel Y, Mebarki F, Zachmann M et al (1992) Congenital adrenal hyperplasia due to point mutations in the type II 3 beta-hydroxysteroid dehydrogenase gene. Nat Genet 1(4):239–245
Roberts AJ, Crabbe JC, Keith LD (1992) Genetic differences in hypothalamic-pituitary-adrenal axis responsiveness to acute ethanol and acute ethanol withdrawal. Brain Res 579:296–302
Roberts AJ, Finn DA, Phillips TJ, Belknap JK, Keith LD (1995) Genetic analysis of the corticosterone response to ethanol in BxD recombinant inbred mice. Behav Neurosci 109(6):1199–1208
Rüsse I, Sinowatz F (1998) Nebenniere. In: Lehrbuch der Embryologie der Haustiere, 2nd edn. Blackwell, Berlin, London
Sato T (1968) The fine structure of the mouse adrenal X zone. Z Zellforsch Mikrosk Anat 87:315–329
Selye H (1936) Thymus and adrenals in the response of the organism to injuries and intoxications. Br J Exp Pathol 17:234–248
Shanks N, Griffiths J, Zalcman S, Zacharko RM, Anisman H (1990) Mouse strain differences in plasma corticosterone following uncontrollable footshock. Pharmacol Biochem Behav 36:515–519
Shelton JH, Jones AL (1971) The fine structure of the mouse adrenal cortex and the ultrastructural changes in the zona glomerulosa with low and high sodium diets. Anat Rec 170:147–182
Shima Y, Zubair M, Komatsu T, Oka S, Yokoyama C et al (2008) Pituitary homeobox 2 regulates adrenal 4 binding protein/steroidogenic factor-1 gene transcription in the pituitary gonadotrope through interaction with the intronic enhancer. Mol Endocrinol 22(7):1633–1646
Solberg LC, Baum AE, Ahmadiyeh N, Shimomura K, Li R et al (2006) Genetic analysis of the stress-responsive adrenocortical axis. Physiol Genomics 27:362–369
Strong MN, Kaufman KR, Crabbe JC, Finn DA (2009) Sex differences in acute ethanol withdrawal severity after adrenalectomy and gonadectomy in Withdrawal Seizure-Prone and Withdrawal Seizure-Resistant mice. Alcohol 43:367–377
Sze PY, Yanai J, Ginsburg BE (1974) Adrenal glucocorticoids as a required factor in the development of ethanol withdrawal seizures in mice. Brain Res 80(1):155–159
Tanaka S, Matsuzawa A (1995) Comparison of adrenocortical zonation in C57BL/6J and DDD mice. Exp Anim 44:285–291
Tanaka S, Nishimura M, Matsuzawa A (1994) Genetic association between Agouti locus and adrenal X-zone morphology in SM/J mice. Acta Anat (Basel) 149:170–173
Tanaka S, Nishimura M, Kitoh J, Matsuzawa A (1995) Strain difference of the adrenal cortex between A/J and SM/J mice, progenitors of SMXA recombinant inbred group. Exp Anim 44:127–130
Tarricone BJ, Hingtgen JN, Belknap JK, Mitchell SR, Nurnberger JI Jr (1995) Quantitative trait loci associated with the behavioural response of BxD recombinant inbred mice to restraint stress: a preliminary communication. Behav Genet 25(5):489–495
Thifault S, Ondřej S, Sun Y, Fortin A, Skamene E et al (2008) Genetic determinants of emotionality and stress response in AcB/BcA recombinant congenic mice and in silico evidence of convergence with cardiovascular genes. Hum Mol Genet 17(3):331–344
Trullas R, Skolnick P (1993) Differences in fear motivated behaviors among inbred mouse strains. Psychopharmacology (Berl) 111(3):323–331
Turri MG, Datta SR, DeFries J, Henderson ND, Flint J (2001) QTL analysis identifies multiple behavioral dimensions in ethological tests of anxiety in laboratory mice. Curr Biol 11:725–734
Turri MG, DeFries JC, Henderson ND, Flint J (2004) Multivariate analysis of quantitative trait loci influencing variation in anxiety-related behavior in laboratory mice. Mamm Genome 15(2):69–76
Ulrich-Lai YM, Figueiredo HF, Ostrander MM, Choi DC, Engeland WC et al (2006) Chronic stress induces adrenal hyperplasia and hypertrophy in a subregion-specific manner. Am J Physiol Endocrinol Metab 291:E965–E973
Valdar W, Solberg LC, Gauguier D, Cookson WO, Rawlins JN et al (2006) Genetic and environmental effects on complex traits in mice. Genetics 174:959–984
VanWeerden WM, Bierings HG, VanSteenbrugge GJ, DeJong FH, Schröder FH (1992) Adrenal glands of mouse and rat do not synthesize androgens. Life Sci 50:857–861
Vidal V, Schedl A (2000) Requirement of WT1 for gonad and adrenal development: insights from transgenic animals. Endocr Res 26(4):1075–1082
Võikar V, Polus A, Vasar E, Rauvala H (2005) Long-term individual housing in C57BL/6J and DBA/2 mice: assessment of behavioral consequences. Genes Brain Behav 4:240–252
Williams RW, Strom RC, Goldowitz D (1998) Natural variation in neuron number in mice is linked to a major quantitative trait locus on chr 11. J Neurosci 18(1):138–146
Williams R 4th, Lim JE, Harr B, Wing C, Walters R et al (2009) A common and unstable copy number variant is associated with differences in Glo1 expression and anxiety-like behavior. PLoS One 4(3):e4649
Willis-Owen SA, Flint J (2006) The genetic basis of emotional behaviour in mice. Eur J Hum Genet 14:721–728
Wurtman RJ (2002) Stress and the adrenocortical control of epinephrine synthesis. Metabolism 51((6 Suppl 1)):11–14
Yang RJ, Mozhui K, Karlsson RM, Cameron HA, Williams RW et al (2008) Variation in mouse basolateral amygdala volume is associated with differences in stress reactivity and fear learning. Neuropsychopharmacology 33(11):2595–2604
Yilmazer-Hanke DM, Roskoden T, Zilles K, Schwegler H (2003) Anxiety-related behavior and densities of glutamate, GABAA, acetylcholine and serotonin receptors in the amygdala of seven inbred mouse strains. Behav Brain Res 145(1–2):145–159
Zelander T (1959) Ultrastructure of mouse adrenal cortex: an electron microscopical study in intact and hydrocortisone-treated male adults. J Ultrastruct Res 2(Suppl):1–111
Zelena D, Mergl Z, Földes A, Kovács KJ, Tóth Z et al (2003) Role of hypothalamic inputs in maintaining pituitary-adrenal responsiveness in repeated restraint. Am J Physiol Endocrinol Metab 285:E1110–E1117
Zhang S, Lou Y, Amstein TM, Anyango M, Mohibullah N et al (2005) Fine mapping of a major locus on chromosome 10 for exploratory and fear-like behavior in mice. Mamm Genome 16(5):306–318
Zhang HT, Huang Y, Masood A, Stolinski LR, Li Y et al (2008) Anxiogenic-like behavioral phenotype of mice deficient in phosphodiesterase 4B (PDE4B). Neuropsychopharmacology 33(7):1611–1623
Acknowledgments
Animals used in this study were provided primarily by Oak Ridge National Laboratory. Generous funding from the National Institutes of Health (NIH) enabled this project to be performed (DA020677 and AA016666). We thank Dr. Elissa Chesler, Richard Cushing, Meifen Lu, Barbara Jackson, Leslie Galloway, Darla Miller, Dr. Robert Williams, Heena Lad, and Dr. Douglas Matthews for their expert assistance, as well as Dr. Nicole Gallo-Payet, Dr. James P. Herman, and Dr. Yvonne Ulrich-Lai for their expertise and assistance with adrenal gland endocrinology. We also thank those in the Goldowitz Lab who assisted with this project, including Suvina To, Gurjit Rai, Mussawar Ahmed, Christopher Yeh, Derek Rains, and Ann Lu.
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Di Curzio, D.L., Goldowitz, D. The genetic basis of adrenal gland weight and structure in BXD recombinant inbred mice. Mamm Genome 22, 209–234 (2011). https://doi.org/10.1007/s00335-011-9315-9
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DOI: https://doi.org/10.1007/s00335-011-9315-9