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. 2021 Sep 20;2(4):368-378.
doi: 10.1016/j.bpsgos.2021.09.001. eCollection 2022 Oct.

Common Genetic Variation and Age of Onset of Anorexia Nervosa

Hunna J Watson  1   2   3 Laura M Thornton  1 Zeynep Yilmaz  1 Jessica H Baker  1 Jonathan R I Coleman  4   5 Roger A H Adan  6   7   8 Lars Alfredsson  9 Ole A Andreassen  10 Helga Ask  11 Wade H Berrettini  12 Michael Boehnke  13 Ilka Boehm  14 Claudette Boni  15 Katharina Buehren  16 Josef Bulant  17 Roland Burghardt  18 Xiao Chang  19 Sven Cichon  20   21   22   23   24 Roger D Cone  25 Philippe Courtet  26 Scott Crow  20   21   22   23   24 James J Crowley  27   28 Unna N Danner  29   8 Martina de Zwaan  30 George Dedoussis  31 Janiece E DeSocio  32 Danielle M Dick  33   34   35 Dimitris Dikeos  36 Christian Dina  37 Srdjan Djurovic  38   39 Monika Dmitrzak-Weglarz  40 Elisa Docampo-Martinez  41   42   43 Philibert Duriez  15   44 Karin Egberts  45 Stefan Ehrlich  14 Johan G Eriksson  46   47   48 Geòrgia Escaramís  41   42   43 Tõnu Esko  49   50 Xavier Estivill  41   42   43   51 Anne Farmer  4 Fernando Fernández-Aranda  52   53 Manfred M Fichter  54   55 Manuel Föcker  56 Lenka Foretova  22 Andreas J Forstner  22   57   58 Oleksandr Frei  10   59 Steven Gallinger  60   26   61 Ina Giegling  62 Johanna Giuranna  63 Fragiskos Gonidakis  36 Philip Gorwood  15   64 Mònica Gratacòs  41   42   43 Sébastien Guillaume  60   26   61 Yiran Guo  19 Hakon Hakonarson  65   19 Joanna Hauser  63   66 Alexandra Havdahl  67   11   63 Johannes Hebebrand  63   66 Sietske G Helder  4   68 Stefan Herms  23   24 Beate Herpertz-Dahlmann  16 Wolfgang Herzog  69 Anke Hinney  67   11   63 Christopher Hübel  5 James I Hudson  70 Hartmut Imgart  71 Stephanie Jamain  72 Vladimir Janout  73 Susana Jiménez-Murcia  52   53 Ian R Jones  74 Antonio Julià  75 Gursharan Kalsi  4 Deborah Kaminská  76 Jaakko Kaprio  77 Leila Karhunen  78   79 Martien J H Kas  7   80 Pamela K Keel  81 James L Kennedy  82   83   84 Anna Keski-Rahkonen  85 Kirsty Kiezebrink  86 Lars Klareskog  78   79 Kelly L Klump  87 Gun Peggy S Knudsen  11 Maria C La Via  1 Stephanie Le Hellard  88   89   90 Marion Leboyer  91   92   72 Dong Li  19 Lisa Lilenfeld  93 Bochao Lin  7 Jolanta Lissowska  7   94 Jurjen Luykx  7   94 Pierre Magistretti  95   96   97 Mario Maj  10   98 Sara Marsal  99   100   75 Christian R Marshall  101 Morten Mattingsdal  10   98 Ingrid Meulenbelt  102 Nadia Micali  103   104 Karen S Mitchell  105   106 Alessio Maria Monteleone  98 Palmiero Monteleone  95   96   97 Richard Myers  107 Marie Navratilova  108 Ionna Ntalla  31 Julie K O'Toole  109 Roel A Ophoff  110   111 Leonid Padyukov  78 Jacques Pantel  112 Hana Papežová  113 Dalila Pinto  114 Anu Raevuori  115   85   116   117 Nicolas Ramoz  15 Ted Reichborn-Kjennerud  118   11 Valdo Ricca  119   120 Samuli Ripatti  49   121   122   123   77   124   125 Stephan Ripke  49   121   122   123   77   124   125 Franziska Ritschel  14   126   127 Marion Roberts  4 Alessandro Rotondo  85   116   117 Dan Rujescu  62 Filip Rybakowski  14   126   127 André Scherag  128   129 Stephen W Scherer  130   131 Ulrike Schmidt  132   5 Laura J Scott  13 Jochen Seitz  16 Yasmina Silén  85 Lenka Šlachtová  133 P Eline Slagboom  102 Margarita C T Slof-Op 't Landt  134   135 Agnieszka Slopien  128   129 Sandro Sorbi  119   136 Beata Świątkowska  137 Alfonso Tortorella  138   139 Federica Tozzi  140 Janet Treasure  132   5 Artemis Tsitsika  138   139 Marta Tyszkiewicz-Nwafor  129 Konstantinos Tziouvas  141 Annemarie A van Elburg  29   8 Eric F van Furth  134   135 Esther Walton  14   142 Elisabeth Widen  14   142 Stephanie Zerwas  1   143   144 Stephan Zipfel  1   143   144 Andrew W Bergen  145   146 Joseph M Boden  147 Harry Brandt  21 Steven Crawford  20   21   22   23   24 Katherine A Halmi  148 L John Horwood  147 Craig Johnson  149 Allan S Kaplan  82   83   84 Walter H Kaye  150 James E Mitchell  151 Catherine M Olsen  152 John F Pearson  153 Nancy L Pedersen  91 Michael Strober  154   155 Thomas Werge  156 David C Whiteman  60 D Blake Woodside  82   83   157   158 Scott Gordon  60   26   61 Sarah Maguire  99   100   75 Janne T Larsen  159   160   161 Richard Parker  60 Liselotte V Petersen  159   160   161 Jennifer Jordan  147   162 Martin Kennedy  163 Tracey D Wade  164 Andreas Birgegård  91 Paul Lichtenstein  91 Mikael Landén  91   92   72 Nicholas G Martin  60 Preben Bo Mortensen  159   160   161 Gerome Breen  4   5 Cynthia M Bulik  1   165   91
Affiliations

Common Genetic Variation and Age of Onset of Anorexia Nervosa

Hunna J Watson et al. Biol Psychiatry Glob Open Sci. .

Abstract

Background: Genetics and biology may influence the age of onset of anorexia nervosa (AN). The aims of this study were to determine whether common genetic variation contributes to age of onset of AN and to investigate the genetic associations between age of onset of AN and age at menarche.

Methods: A secondary analysis of the Psychiatric Genomics Consortium genome-wide association study (GWAS) of AN was performed, which included 9335 cases and 31,981 screened controls, all from European ancestries. We conducted GWASs of age of onset, early-onset AN (<13 years), and typical-onset AN, and genetic correlation, genetic risk score, and Mendelian randomization analyses.

Results: Two loci were genome-wide significant in the typical-onset AN GWAS. Heritability estimates (single nucleotide polymorphism-h 2) were 0.01-0.04 for age of onset, 0.16-0.25 for early-onset AN, and 0.17-0.25 for typical-onset AN. Early- and typical-onset AN showed distinct genetic correlation patterns with putative risk factors for AN. Specifically, early-onset AN was significantly genetically correlated with younger age at menarche, and typical-onset AN was significantly negatively genetically correlated with anthropometric traits. Genetic risk scores for age of onset and early-onset AN estimated from independent GWASs significantly predicted age of onset. Mendelian randomization analysis suggested a causal link between younger age at menarche and early-onset AN.

Conclusions: Our results provide evidence consistent with a common variant genetic basis for age of onset and implicate biological pathways regulating menarche and reproduction.

Keywords: Age of onset; Anorexia nervosa; Early-onset; GWAS; Genetic risk score; Genetics; Menarche; Mendelian randomization; Puberty.

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Figures

Figure 1
Figure 1
Early-onset and typical-onset AN show significantly different genetic correlation patterns with risk and comorbid traits. FDR-significant differences in genetic correlations were detected in two categories—anthropometric and reproductive—within six previously identified categories of risk or comorbid traits of interest for AN. (A) Sixty-two phenotypes were tested; duplicate phenotypes are not plotted (for duplicate phenotypes, we prioritized published summary statistics or the rg difference with the lowest SE). Full results are shown in Table S9 in Supplement 2. (B) Shows the rgs between the phenotypes and the age of onset subphenotypes. The error bars in both plots represent the SE. ADHD, attention-deficit/hyperactivity disorder; AN, anorexia nervosa; BMI, body mass index; FDR, false discovery rate; HbA1C, hemoglobin A1c; HDL, high-density lipoprotein; HOMA-B, homeostatic model assessment for beta cell function; HOMA-IR, HOMA for insulin resistance; LDL, low-density lipoprotein; PGC, Psychiatric Genomics Consortium; RGC, ReproGen Consortium; UKB, UK Biobank.
Figure 2
Figure 2
GRSage of onset and GRSearly-onset AN significantly predict age of onset of AN. The p values are false discovery rate–corrected for multiple testing. ∗p < .05; ∗∗∗p < .001. (A) Unstandardized βs represent the average increase in age of onset (years) per 1-unit increase in GRS. The error bars are 95% confidence intervals. The eight data points in each field, from left to right, represent ascending p value selection thresholds (pT < .001, pT < .01, pT < .1, pT < .2, pT < .3, pT < .4, pT < .5, pT < 1) for inclusion of SNPs from the GWAS into the GRS (i.e., pT < 1 means that all SNPs were included in score calculation). Table S10 in Supplement 2 reports descriptive statistics for GRS. (B) Marginal means and standard errors are plotted. The tests of significant difference are from fixed-effects inverse-variance weighted meta-analyses of mean difference in age of onset by GRS quartile. The data include 13 cohorts (n = 9335) for GRSage of onset and GRSAN and 5 cohorts (n = 8267) for GRSearly-onset AN. AN, anorexia nervosa; GRS, genetic risk score; GRSAAO, GRS computed from the within-case age of onset GWAS; GRSAN, GRS computed from the case-control AN GWAS (2); GRSearly−onset AN, GRS computed from the case-control early-onset AN GWAS; GWAS, genome-wide association study; SNP, single nucleotide polymorphism.

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