Mapping the Mountains of Giants: Anthropometric Data from the Western Balkans Reveal a Nucleus of Extraordinary Physical Stature in Europe
Abstract
:Simple Summary
Abstract
1. Introduction
2. Methods
3. Results
4. Discussion
4.1. Factors Associated with Dinaric Tallness
4.2. Current Genomic Evidence
4.3. Future Perspectives
4.4. Dinaric Populations Outside the Balkans
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Coon, C. The Races of Europe; Macmillan Publishers: New York, NY, USA, 1939; pp. 590–591. [Google Scholar]
- Mrehić, E.; Marjanović, D.; Hadžiselimović, R.; Feri, E. An examination of growth acceleration trends within a male population in Bosnia and Herzegovina between the 19th and 21st centuries. Anthropol. Noteb. 2016, 22, 107–115. [Google Scholar]
- Hatton, T.J.; Bray, B.E. Long run trends in the heights of European men, 19th–20th centuries. Econ. Hum. Biol. 2010, 8, 405–413. [Google Scholar] [CrossRef] [PubMed]
- Komlos, J. Anthropometric evidence on economic growth, biological well-being and regional convergence in the Habsburg Monarchy, c. 1850–1910. Cliometrica 2007, 1, 211–237. [Google Scholar] [CrossRef]
- Valšik, J.A. Études anthropologiques sur les Monténégrins du Dourmitor. L’Anthropologie 1937, 47, 41–80. [Google Scholar]
- Coon, C. The Mountains of Giants; Papers of the Peabody Museum of American Anthropology; Harvard University: Cambridge, MA, USA, 1950; pp. 86–89. [Google Scholar]
- Pineau, J.-C.; Delamarche, P.; Bozinovic, S. Les Alpes Dinariques: Un peuple de sujets de grande taille. Comptes Rendus. Biol. 2005, 328, 841–846. [Google Scholar] [CrossRef]
- Agency for Statistics of Bosnia and Herzegovina; The Federal Ministry of Health; The Ministry of Health and Social Welfare of the Republic of Srpska; The Institute for Public Health of the Federation of Bosnia and Herzegovina. Bosnia and Herzegovina Multiple Indicator Cluster Survey (MICS): 2011–2012; Final Report; UNICEF: Sarajevo, Bosnia and Herzegovina, 2013; (Data obtained from A. Pilav—Personal communication, 2013). [Google Scholar]
- Albania DHS (Demographic and Health Survey). 2017–2018. Institute of Statistics, Institute of Public Health, and ICF: Tirana, Albania, 2018. Available online: https://www.dhsprogram.com/data/available-datasets.cfm (accessed on 31 December 2021).
- Popović, S. Local geographical differences in adult body height in Montenegro. Montenegrin J. Sports Sci. Med. 2017, 6, 81–87. [Google Scholar]
- Mašanović, B.; Bavčević, T.; Prskalo, I. Regional Differences in Adult Body Height in Kosovo. Montenegrin J. Sports Sci. Med. 2019, 8, 69–76. [Google Scholar] [CrossRef]
- Grasgruber, P.; Popović, S.; Bokuvka, D.; Davidović, I.; Hřebíčková, S.; Ingrová, P.; Potpara, P.; Prce, S.; Stračárová, N. The mountains of giants: An anthropometric survey of male youths in Bosnia and Herzegovina. R. Soc. Open Sci. 2017, 4, 161054. [Google Scholar] [CrossRef] [Green Version]
- Grasgruber, P.; Prce, S.; Stračárová, N.; Hrazdíra, E.; Cacek, J.; Popović, S.; Hřebíčková, S.; Potpara, P.; Davidovič, I.; Kalina, T. The coast of giants: An anthropometric survey of high schoolers on the Adriatic coast of Croatia. PeerJ 2019, 7, e6598. [Google Scholar] [CrossRef]
- Ministry of Health Republic of Serbia; The Institute of Public Health of Serbia; Belgrade, Serbia. Results of the National Health Survey of the Republic of Serbia 2013. Personal communication, 2014. [Google Scholar]
- Gontarev, S.; Zivkovic, V.; Velickovska, L.A.; Naumovski, M. First normative reference of standing long jump indicates gender difference in lower muscular strength of Macedonian school children. Health 2014, 6, 99–106. [Google Scholar] [CrossRef]
- Petranović, M.Z.; Tomas, Ž.; Narančić, N.S.; Škarić Jurić, T.; Veček, A.; Miličić, J. A six decades long follow-up on body size in adolescents from Zagreb, Croatia (1951–2010). Econ. Hum. Biol. 2014, 13, 55–164. [Google Scholar] [CrossRef] [PubMed]
- Schönbeck, Y.; Talma, H.; Van Dommelen, P.; Bakker, B.; Buitendijk, S.E.; HiraSing, R.A.; van Buuren, S. The world’s tallest nation has stopped growing taller: The height of Dutch children from 1955 to 2009. Pediatr. Res. 2012, 73, 371–377. [Google Scholar] [CrossRef] [PubMed]
- Grasgruber, P.; Hrazdíra, E. Nutritional and socio-economic predictors of adult height in 152 world populations. Econ. Hum. Biol. 2020, 37, 100848. [Google Scholar] [CrossRef]
- Silventoinen, K. Determinants of Variation in Adult Body Height. J. Biosoc. Sci. 2003, 35, 263–285. [Google Scholar] [CrossRef]
- Grasgruber, P.; Cacek, J.; Kalina, T.; Sebera, M. The role of nutrition and genetics as key determinants of the positive height trend. Econ. Hum. Biol. 2014, 15, 81–100. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Komlós, J.; Kriwy, P. Social status and adult heights in the two Germanies. Ann. Hum. Biol. 2002, 29, 641–648. [Google Scholar] [CrossRef]
- Sunder, M. The making of giants in a welfare state: The Norwegian experience in the 20th century. Econ. Hum. Biol. 2003, 1, 267–276. [Google Scholar] [CrossRef]
- Komlos, J.; Breitfelder, A. Height of US-born non-Hispanic children and adolescents ages 2–19, born 1942–2002 in the NHANES samples. Am. J. Hum. Biol. 2008, 20, 66–71. [Google Scholar] [CrossRef] [Green Version]
- World Bank. GDP per Capita, PPP (Current International $). Available online: https://data.worldbank.org/indicator/NY.GDP.PCAP.PP.CD (accessed on 31 December 2021).
- FAOSTAT. Food Balance. Available online: https://www.fao.org/faostat/en/#data/FBS(2010–2019) (accessed on 31 January 2022).
- Fu, Q.; Posth, C.; Hajdinjak, M.; Petr, M.; Mallick, S.; Fernandes, D.; Furtwängler, A.; Haak, W.; Meyer, M.; Mittnik, A.; et al. The genetic history of Ice Age Europe. Nature 2016, 534, 200–205. [Google Scholar] [CrossRef] [Green Version]
- Mathieson, I.; Alpaslan-Roodenberg, S.; Posth, C.; Szécsényi-Nagy, A.; Rohland, N.; Mallick, S.; Olalde, I.; Broomandkhoshbacht, N.; Candilio, F.; Cheronet, O.; et al. The genomic history of southeastern Europe. Nature 2018, 555, 197–203. [Google Scholar] [CrossRef] [Green Version]
- Peričić, M.; Lauc, L.B.; Klarić, I.M.; Rootsi, S.; Janićijević, B.; Rudan, I.; Terzić, R.; Ćolak, I.; Kvesić, A.; Popović, D.; et al. High-Resolution Phylogenetic Analysis of Southeastern Europe Traces Major Episodes of Paternal Gene Flow Among Slavic Populations. Mol. Biol. Evol. 2005, 22, 1964–1975. [Google Scholar] [CrossRef] [PubMed]
- Šarac, J.; Šarić, T.; Auguštin, D.H.; Novokmet, N.; Vekarić, N.; Mustać, M.; Grahovac, B.; Kapović, M.; Nevajda, B.; Glasnović, A.; et al. Genetic heritage of Croatians in the Southeastern European gene pool-Y chromosome analysis of the Croatian continental and Island population. Am. J. Hum. Biol. 2016, 28, 837–845. [Google Scholar] [CrossRef] [PubMed]
- Marjanovic, D.; Fornarino, S.; Montagna, S.; Primorac, D.; Hadziselimovic, R.; Vidovic, S.; Pojskic, N.; Battaglia, V.; Achilli, A.; Drobnic, K.; et al. The Peopling of Modern Bosnia-Herzegovina: Y-chromosome Haplogroups in the Three Main Ethnic Groups. Ann. Hum. Genet. 2005, 69, 757–763. [Google Scholar] [CrossRef] [PubMed]
- Regueiro, M.; Rivera, L.; Damnjanovic, T.; Lukovic, L.; Milasin, J.; Herrera, R.J. High levels of Paleolithic Y-chromosome lineages characterize Serbia. Gene 2012, 498, 59–67. [Google Scholar] [CrossRef] [PubMed]
- Ancient Human DNA. Available online: https://umap.openstreetmap.fr/en/map/ancient-human-dna_41837#7/44.147/18.688 (accessed on 4 May 2022).
- Patterson, N.; Isakov, M.; Booth, T.; Büster, L.; Fischer, C.-E.; Olalde, I.; Ringbauer, H.; Akbari, A.; Cheronet, O.; Bleasdale, M.; et al. Large-scale migration into Britain during the Middle to Late Bronze Age. Nature 2022, 601, 588–594. Available online: https://static-content.springer.com/esm/art%3A10.1038%2Fs41586-021-04287-4/MediaObjects/41586_2021_4287_MOESM4_ESM.xlsx (accessed on 31 December 2021). [CrossRef]
- Utevska, O.M. Генoфoнд Українців за Різними Системами Генетичних Маркерів: Пoхoдження і Місце на Єврoпейськoму Генетичнoму Прoстoрі. [The Gene Pool of Ukrainians According to Different Systems of Genetic Markers: The Origin and Place in the European Genetic landscape]. Ph.D. Thesis, National Research Center for Radiation Medicine of National Academy of Sciences of Ukraine, Kyiv, Ukraine, 2017. Available online: https://drive.google.com/file/d/0B1bUIW1YACgZaHlTR3NEWlNjUU0/view?resourcekey=0-TyXs2Z6J3zo5CJBcY7KMyw (accessed on 31 December 2021).
- Frankl, A.; Lenaerts, T.; Radusinović, S.; Spalevic, V.; Nyssen, J. The regional geomorphology of Montenegro mapped using Land Surface Parameters. Z. Geomorphol. 2016, 60, 21–34. [Google Scholar] [CrossRef]
- Instat. Gross Domestic Product per Capita, AL=100 by Region, Type and Years. Available online: http://www.instat.gov.al/en/themes/economy-and-finance/regional-accounts-in-albania/#tab2 (accessed on 5 December 2020).
- Marouli, E.; Graff, M.; Medina-Gomez, C.; Lo, K.S.; Wood, A.R.; Kjaer, T.R.; Fine, R.S.; Lu, Y.; Schurmann, C.; Highland, H.M.; et al. Rare and low-frequency coding variants alter human adult height. Nature 2017, 542, 186–190. [Google Scholar] [CrossRef] [Green Version]
- Yengo, L.; Sidorenko, J.; Kemper, K.E.; Zheng, Z.; Wood, A.R.; Weedon, M.; Frayling, T.; Hirschhorn, J.; Yang, J.; Visscher, P.M.; et al. Meta-analysis of genome-wide association studies for height and body mass index in ∼700000 individuals of European ancestry. Hum. Mol. Genet. 2018, 27, 3641–3649. [Google Scholar] [CrossRef]
- Sohail, M.; Maier, R.M.; Ganna, A.; Bloemendal, A.; Martin, A.R.; Turchin, M.C.; Chiang, C.W.; Hirschhorn, J.; Daly, M.J.; Patterson, N.; et al. Author response: Polygenic adaptation on height is overestimated due to uncorrected stratification in genome-wide association studies. ELife 2019, 8, e39702. [Google Scholar] [CrossRef]
- Kaiser, J. Growth spurt for height genetics. Science 2020, 370, 645. [Google Scholar] [CrossRef]
- Berg, J.J.; Zhang, X.; Coop, G. Polygenic adaptation has impacted multiple anthropometric traits. bioRxiv 2017, 167551. [Google Scholar]
- Mostafavi, H.; Harpak, A.; Agarwal, I.; Conley, D.; Pritchard, J.K.; Przeworski, M. Variable prediction accuracy of polygenic scores within an ancestry group. Elife 2020, 9, e48376. [Google Scholar] [CrossRef] [PubMed]
- Nelson, M.R.; Bryc, K.; King, K.S.; Indap, A.; Boyko, A.R.; Novembre, J.; Briley, L.P.; Maruyama, Y.; Waterworth, D.M.; Waeber, G.; et al. The Population Reference Sample, POPRES: A Resource for Population, Disease, and Pharmacological Genetics Research. Am. J. Hum. Genet. 2008, 3, 347–358. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mathieson, I.; Lazaridis, I.; Rohland, N.; Mallick, S.; Patterson, N.; Roodenberg, S.A.; Harney, E.; Stewardson, K.; Fernandes, D.; Novak, M.; et al. Genome-wide patterns of selection in 230 ancient Eurasians. Nature 2015, 528, 499–503. [Google Scholar] [CrossRef] [Green Version]
- Popovic, S.; Masanovic, B.; Martinovic, S.; Bjelica, D.; Gardasevic, J. Trajectories in Body Height, Body Weight, BMI, and Nutrition Status From 1979 to 1987: A Measurement-Based Analysis of 15,717 Male Adolescents from the Capital City of Montenegro. Front. Public Health 2020, 8, 765. [Google Scholar] [CrossRef]
- Juresa, V.; Musil, V.; Kujundžić Tiljak, M. Growth charts for Croatian school children and secular trends in past twenty years. Coll. Antropol. 2012, 36, 47–57. [Google Scholar] [CrossRef]
- Vecek, A.; Tomas, Ž.; Petranovic, M.Z.; Vecek, N.; Škaric-Juric, T.; Narancic, N.S.; Arch-Vecek, B.; Milicic, J. Secular Trend in Height Mirrors Socio-Economic Changes: A Study of Adolescent Population from Zagreb, Croatia. Anthropologist 2012, 14, 353–358. [Google Scholar] [CrossRef]
- Hadžihalilovic, J. Aceleracija rasta i razvoja muške djece i omladine sa područja Tuzle u periodu od 1980. do 2003. godine Bosna i Hercegovina. Glasnik ADJ 2006, 41, 403–416. [Google Scholar]
Country/Region | Year | Age | Males | Females | ||||||
---|---|---|---|---|---|---|---|---|---|---|
n | Mean Height (cm) | SD | SE | n | Mean Height (cm) | SD | SE | |||
Montenegro | 2013 | 17–20 | 981 | 183.4 (182.9 *) | 6.9 | 0.22 | 1107 | 169.4 (168.8 *) | 6.4 | 0.19 |
Central region | 664 | 183.6 | 7.0 | 0.27 | 711 | 169.7 | 6.3 | 0.24 | ||
Coastal Croatia | 2015–2017 | 17–20 | 1803 | 182.7 (182.6 *) | 6.7 | 0.16 | 782 | 167.4 (168.0 *) | 6.2 | 0.22 |
Dalmatia | 1143 | 183.6 (183.7 *) | 6.7 | 0.20 | 279 | 168.8 (168.5 *) | 6.0 | 0.36 | ||
Bosnia & Herzegovina | 2015–2016 | 17–20 | 3192 | 181.7 (181.2 *) | 6.8 | 0.12 | 69 | 169.4 | 6.0 | 0.72 |
Bosnia | 2209 | 180.9 (180.8 *) | 6.5 | 0.14 | ||||||
Herzegovina | 983 | 183.6 (183.4 *) | 6.9 | 0.22 | ||||||
Serbia | 2013 | 17–25 | 724 | 180.7 (180.7 *) | 7.4 | 0.27 | 787 | 166.8 (166.8 *) | 6.4 | 0.23 |
Beograd | 155 | 181.8 | 7.3 | 0.59 | 184 | 168.3 | 6.5 | 0.48 | ||
Šumadija & W. Serbia | 225 | 181.1 | 7.6 | 0.51 | 225 | 167.4 | 6.2 | 0.41 | ||
Vojvodina | 154 | 180.2 | 7.4 | 0.60 | 194 | 166.1 | 6.2 | 0.45 | ||
South & East Serbia | 190 | 179.8 | 7.3 | 0.53 | 184 | 165.2 | 6.5 | 0.48 | ||
Slovenia | 2015–2017 | 18 | 15,112 | 180.2 | 6.8 | 0.06 | 15,429 | 166.9 | 6.1 | 0.05 |
Croatia: Zagreb | 2010 | 18–19 | 131 | 180.1 ** | 111 | 165.2 ** | ||||
Kosovo | 2016 | 18–20 | 830 | 179.5 | 6.0 | 0.21 | 793 | 165.7 | 4.9 | 0.17 |
North Macedonia | 2012 | 18 | 596 | 177.4 | 6.5 | 0.27 | 552 | 164.5 | 6.2 | 0.26 |
Albania | 2017–2018 | 17–25 | 1273 | 174.3 (174.4 *) | 6.7 | 0.19 | 2886 | 161.5 (161.6 *) | 6.5 | 0.12 |
Males | Females | ||||||||
---|---|---|---|---|---|---|---|---|---|
Country/Region | n | Age | Date | Height | Country/Region | n | Age | Date | Height |
Netherlands | * | 21 | 2009 | 183.8 | Netherlands | * | 21 | 2009 | 170.7 |
Montenegro | 981 | 17–20 | 2013 | 182.9 | Montenegro | 1107 | 17–20 | 2013 | 168.8 |
Iceland (Reykjavik) | 146 | 18 | 2008–2009 | 181.8 | Lithuania | 255 | 18 | 2012 | 168.4 |
Estonia | 644 | 18–19 | 2006–2009 | 181.5 | Estonia | 927 | 18–19 | 2006–2009 | 168.2 |
Sweden (Göteborg) | 2408 | 17–20 | 2008–2009 | 181.4 | Denmark | 315 | 18–24 | 2007–2008 | 168.1 |
Serbia | 1072 | 20–29 | 2013 | 181.2 | Iceland (Reykjavik) | 129 | 18 | 2008–2009 | 167.9 |
Bosnia and Herzegovina | 3192 | 17–20 | 2015–2016 | 181.2 | Sweden (Göteborg) | 2188 | 17–20 | 2008–2009 | 167.9 |
Denmark (conscripts) | 31,056 | ~18–26 | 2015 | 180.7 | Latvia | 636 | 20–29 | 2014 | 167.3 |
Czechia (Brno) | 1239 | 18–19 | 2015–2016 | 180.6 | Hungary | 6093 | 18–25 | 2016 | 166.9 |
Croatia | 358 | 18 | 2006–2008 | 180.5 | Slovenia | 15,429 | 18 | 2015–2017 | 166.9 |
Germany | 317 | 18-24 | 2008–2011 | 180.2 | Serbia | 1017 | 20–29 | 2013 | 166.6 |
Latvia | 342 | 20–29 | 2014 | 180.2 | Belarus | 344 | 18–29 | 2016–2017 | 166.6 |
Slovenia | 15,112 | 18 | 2015–2017 | 180.2 | Czechia (Brno) | 1213 | 18–19 | 2015–2016 | 166.5 |
Norway (conscripts) | 18,297 | ~18–19 | 2011 | 180.0 | Croatia | 360 | 18 | 2006–2008 | 166.3 |
Hungary | 4737 | 18–25 | 2016 | 179.9 | Belgium | 455 | 18–30 | 2013 | 166.2 |
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Grasgruber, P.; Mašanović, B.; Prce, S.; Popović, S.; Arifi, F.; Bjelica, D.; Bokůvka, D.; Cacek, J.; Davidović, I.; Gardašević, J.; et al. Mapping the Mountains of Giants: Anthropometric Data from the Western Balkans Reveal a Nucleus of Extraordinary Physical Stature in Europe. Biology 2022, 11, 786. https://doi.org/10.3390/biology11050786
Grasgruber P, Mašanović B, Prce S, Popović S, Arifi F, Bjelica D, Bokůvka D, Cacek J, Davidović I, Gardašević J, et al. Mapping the Mountains of Giants: Anthropometric Data from the Western Balkans Reveal a Nucleus of Extraordinary Physical Stature in Europe. Biology. 2022; 11(5):786. https://doi.org/10.3390/biology11050786
Chicago/Turabian StyleGrasgruber, Pavel, Bojan Mašanović, Stipan Prce, Stevo Popović, Fitim Arifi, Duško Bjelica, Dominik Bokůvka, Jan Cacek, Ivan Davidović, Jovan Gardašević, and et al. 2022. "Mapping the Mountains of Giants: Anthropometric Data from the Western Balkans Reveal a Nucleus of Extraordinary Physical Stature in Europe" Biology 11, no. 5: 786. https://doi.org/10.3390/biology11050786
APA StyleGrasgruber, P., Mašanović, B., Prce, S., Popović, S., Arifi, F., Bjelica, D., Bokůvka, D., Cacek, J., Davidović, I., Gardašević, J., Hrazdíra, E., Hřebíčková, S., Ingrová, P., Potpara, P., Stračárová, N., Starc, G., & Mihailović, N. (2022). Mapping the Mountains of Giants: Anthropometric Data from the Western Balkans Reveal a Nucleus of Extraordinary Physical Stature in Europe. Biology, 11(5), 786. https://doi.org/10.3390/biology11050786