IDEAS home Printed from https://ideas.repec.org/a/plo/pgen00/1002655.html
   My bibliography  Save this article

Evidence of Inbreeding Depression on Human Height

Author

Listed:
  • Ruth McQuillan
  • Niina Eklund
  • Nicola Pirastu
  • Maris Kuningas
  • Brian P McEvoy
  • Tõnu Esko
  • Tanguy Corre
  • Gail Davies
  • Marika Kaakinen
  • Leo-Pekka Lyytikäinen
  • Kati Kristiansson
  • Aki S Havulinna
  • Martin Gögele
  • Veronique Vitart
  • Albert Tenesa
  • Yurii Aulchenko
  • Caroline Hayward
  • Åsa Johansson
  • Mladen Boban
  • Sheila Ulivi
  • Antonietta Robino
  • Vesna Boraska
  • Wilmar Igl
  • Sarah H Wild
  • Lina Zgaga
  • Najaf Amin
  • Evropi Theodoratou
  • Ozren Polašek
  • Giorgia Girotto
  • Lorna M Lopez
  • Cinzia Sala
  • Jari Lahti
  • Tiina Laatikainen
  • Inga Prokopenko
  • Mart Kals
  • Jorma Viikari
  • Jian Yang
  • Anneli Pouta
  • Karol Estrada
  • Albert Hofman
  • Nelson Freimer
  • Nicholas G Martin
  • Mika Kähönen
  • Lili Milani
  • Markku Heliövaara
  • Erkki Vartiainen
  • Katri Räikkönen
  • Corrado Masciullo
  • John M Starr
  • Andrew A Hicks
  • Laura Esposito
  • Ivana Kolčić
  • Susan M Farrington
  • Ben Oostra
  • Tatijana Zemunik
  • Harry Campbell
  • Mirna Kirin
  • Marina Pehlic
  • Flavio Faletra
  • David Porteous
  • Giorgio Pistis
  • Elisabeth Widén
  • Veikko Salomaa
  • Seppo Koskinen
  • Krista Fischer
  • Terho Lehtimäki
  • Andrew Heath
  • Mark I McCarthy
  • Fernando Rivadeneira
  • Grant W Montgomery
  • Henning Tiemeier
  • Anna-Liisa Hartikainen
  • Pamela A F Madden
  • Pio d'Adamo
  • Nicholas D Hastie
  • Ulf Gyllensten
  • Alan F Wright
  • Cornelia M van Duijn
  • Malcolm Dunlop
  • Igor Rudan
  • Paolo Gasparini
  • Peter P Pramstaller
  • Ian J Deary
  • Daniela Toniolo
  • Johan G Eriksson
  • Antti Jula
  • Olli T Raitakari
  • Andres Metspalu
  • Markus Perola
  • Marjo-Riitta Järvelin
  • André Uitterlinden
  • Peter M Visscher
  • James F Wilson
  • on behalf of the ROHgen Consortium

Abstract

Stature is a classical and highly heritable complex trait, with 80%–90% of variation explained by genetic factors. In recent years, genome-wide association studies (GWAS) have successfully identified many common additive variants influencing human height; however, little attention has been given to the potential role of recessive genetic effects. Here, we investigated genome-wide recessive effects by an analysis of inbreeding depression on adult height in over 35,000 people from 21 different population samples. We found a highly significant inverse association between height and genome-wide homozygosity, equivalent to a height reduction of up to 3 cm in the offspring of first cousins compared with the offspring of unrelated individuals, an effect which remained after controlling for the effects of socio-economic status, an important confounder (χ2 = 83.89, df = 1; p = 5.2×10−20). There was, however, a high degree of heterogeneity among populations: whereas the direction of the effect was consistent across most population samples, the effect size differed significantly among populations. It is likely that this reflects true biological heterogeneity: whether or not an effect can be observed will depend on both the variance in homozygosity in the population and the chance inheritance of individual recessive genotypes. These results predict that multiple, rare, recessive variants influence human height. Although this exploratory work focuses on height alone, the methodology developed is generally applicable to heritable quantitative traits (QT), paving the way for an investigation into inbreeding effects, and therefore genetic architecture, on a range of QT of biomedical importance. Author Summary: Studies investigating the extent to which genetics influences human characteristics such as height have concentrated mainly on common variants of genes, where having one or two copies of a given variant influences the trait or risk of disease. This study explores whether a different type of genetic variant might also be important. We investigate the role of recessive genetic variants, where two identical copies of a variant are required to have an effect. By measuring genome-wide homozygosity—the phenomenon of inheriting two identical copies at a given point of the genome—in 35,000 individuals from 21 European populations, and by comparing this to individual height, we found that the more homozygous the genome, the shorter the individual. The offspring of first cousins (who have increased homozygosity) were predicted to be up to 3 cm shorter on average than the offspring of unrelated parents. Height is influenced by the combined effect of many recessive variants dispersed across the genome. This may also be true for other human characteristics and diseases, opening up a new way to understand how genetic variation influences our health.

Suggested Citation

  • Ruth McQuillan & Niina Eklund & Nicola Pirastu & Maris Kuningas & Brian P McEvoy & Tõnu Esko & Tanguy Corre & Gail Davies & Marika Kaakinen & Leo-Pekka Lyytikäinen & Kati Kristiansson & Aki S Havulinn, 2012. "Evidence of Inbreeding Depression on Human Height," PLOS Genetics, Public Library of Science, vol. 8(7), pages 1-14, July.
  • Handle: RePEc:plo:pgen00:1002655
    DOI: 10.1371/journal.pgen.1002655
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1002655
    Download Restriction: no

    File URL: https://journals.plos.org/plosgenetics/article/file?id=10.1371/journal.pgen.1002655&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pgen.1002655?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Cole, T. J., 2003. "The secular trend in human physical growth: a biological view," Economics & Human Biology, Elsevier, vol. 1(2), pages 161-168, June.
    2. Silventoinen, K. & Kaprio, J. & Lahelma, E. & Koskenvuo, M., 2000. "Relative effect of genetic and environmental factors on body height: Differences across birth cohorts among finnish men and women," American Journal of Public Health, American Public Health Association, vol. 90(4), pages 627-630.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Karin J H Verweij & Abdel Abdellaoui & Juha Veijola & Sylvain Sebert & Markku Koiranen & Matthew C Keller & Marjo-Riitta Järvelin & Brendan P Zietsch, 2014. "The Association of Genotype-Based Inbreeding Coefficient with a Range of Physical and Psychological Human Traits," PLOS ONE, Public Library of Science, vol. 9(7), pages 1-6, July.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Timothy J. Hatton, 2015. "Stature and Sibship: Historical Evidence," CEH Discussion Papers 039, Centre for Economic History, Research School of Economics, Australian National University.
    2. Olivier Bargain & Jinan Zeidan, 2017. "Stature, Skills and Adult Life Outcomes: Evidence from Indonesia," Journal of Development Studies, Taylor & Francis Journals, vol. 53(6), pages 873-890, June.
    3. McEvoy, Brian P. & Visscher, Peter M., 2009. "Genetics of human height," Economics & Human Biology, Elsevier, vol. 7(3), pages 294-306, December.
    4. Angus Deaton & Jean Dreze, 2008. "Nutrition in India: Facts and Interpretations," Working Papers 1071, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    5. Eric B. Schneider & Kota Ogasawara & Tim J. Cole, 2021. "Health Shocks, Recovery, and the First Thousand Days: The Effect of the Second World War on Height Growth in Japanese Children," Population and Development Review, The Population Council, Inc., vol. 47(4), pages 1075-1105, December.
    6. Ahmad A Obeidat, 2019. "Growth Indices for Children and Adolescents in Yanbu as Compared to WHO 2007 Growth References," Current Research in Diabetes & Obesity Journal, Juniper Publishers Inc., vol. 12(2), pages 44-48, October.
    7. LaFave, Daniel & Thomas, Duncan, 2017. "Extended families and child well-being," Journal of Development Economics, Elsevier, vol. 126(C), pages 52-65.
    8. Schultz, T. Paul, 2010. "Population and Health Policies," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4785-4881, Elsevier.
    9. Timothy J. Hatton, 2014. "How have Europeans grown so tall?," Oxford Economic Papers, Oxford University Press, vol. 66(2), pages 349-372.
    10. Scott A. Carson, 2017. "Assessing Cumulative Net Nutrition and the Transition from 19th Century Bound to Free-Labor by Ethnic Status," CESifo Working Paper Series 6813, CESifo.
    11. Vignerova, J. & Humenikova, L. & Brabec, M. & Riedlova, J. & Blaha, P., 2007. "Long-term changes in body weight, BMI, and adiposity rebound among children and adolescents in the Czech republic," Economics & Human Biology, Elsevier, vol. 5(3), pages 409-425, December.
    12. Ramon Ramon-Muñoz & Josep-Maria Ramon-Muñoz & Begoña Candela-Martínez, 2021. "Sibship Size, Height and Cohort Selection: A Methodological Approach," IJERPH, MDPI, vol. 18(24), pages 1-29, December.
    13. Dusko Bjelica & Jovan Gardasevic & Zoran Milosevic & Predrag R. Bozic & Bojan Masanovic, 2021. "Trajectories of Body Height, Body Weight, BMI, and Nutrition Status from 1979 to 1987: A Measurement-Based Analysis of 8740 Montenegrin Male Adolescents from the Municipality of Berane," IJERPH, MDPI, vol. 18(10), pages 1-10, May.
    14. Komlos, John & Baur, Marieluise, 2004. "From the tallest to (one of) the fattest: the enigmatic fate of the American population in the 20th century," Economics & Human Biology, Elsevier, vol. 2(1), pages 57-74, March.
    15. Spijker, Jeroen J.A. & Cámara, Antonio D. & Blanes, Amand, 2012. "The health transition and biological living standards: Adult height and mortality in 20th-century Spain," Economics & Human Biology, Elsevier, vol. 10(3), pages 276-288.
    16. Miloš Hitka & Róbert Sedmák & Pavel Joščák & Lenka Ližbetinová, 2018. "Positive Secular Trend in Slovak Population Urges on Updates of Functional Dimensions of Furniture," Sustainability, MDPI, vol. 10(10), pages 1-12, September.
    17. Elena Sánchez-García & José-Miguel Martinez-Carrión & Jose Manuel Terán & Carlos Varea, 2021. "Biological Well-Being during the “Economic Miracle” in Spain: Height, Weight and Body Mass Index of Conscripts in the City of Madrid, 1955–1974," IJERPH, MDPI, vol. 18(24), pages 1-16, December.
    18. Joan Costa-i-Font & Lucia Kossarova, 2015. "Anthropometric Dividends of Czechoslovakia’s Break Up," LEQS – LSE 'Europe in Question' Discussion Paper Series 95, European Institute, LSE.
    19. Javier Núñez & Graciela Pérez, 2021. "The Escape from Malnutrition of Chilean Boys and Girls: Height-for-Age Z Scores in Late XIX and XX Centuries," IJERPH, MDPI, vol. 18(19), pages 1-20, October.
    20. Schneider, Eric & Ogasawara, Kota & Cole, Tim J., 2020. "The Effect of the Second World War on the Growth Pattern of Height in Japanese Children: Catch-up Growth, Critical Windows and," CEPR Discussion Papers 14808, C.E.P.R. Discussion Papers.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pgen00:1002655. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosgenetics (email available below). General contact details of provider: https://journals.plos.org/plosgenetics/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.