Heritability in the genomics era — concepts and misconceptions
Abstract
Heritability allows a comparison of the relative importance of genes and environment to the variation of traits within and across populations. The concept of heritability and its definition as an estimable, dimensionless population parameter was introduced by Sewall Wright and Ronald Fisher nearly a century ago. Despite continuous misunderstandings and controversies over its use and application, heritability remains key to the response to selection in evolutionary biology and agriculture, and to the prediction of disease risk in medicine. Recent reports of substantial heritability for gene expression and new estimation methods using marker data highlight the relevance of heritability in the genomics era.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The SD of IQ observed among siblings (±12 points around the parental mean) is three times higher than the effect size of the 15q11.2 deletion.
“In particular, the SD of IQ observed among siblings (±12 points around the parental mean)42 is three times higher than the effect size of the 15q11.2 deletion.”
From Estimating the effect size of the 15Q11.2 BP1–BP2 deletion and its contribution to neurodevelopmental symptoms: recommendations for practice (2019) · cites this paper as [42]
Standard quantitative genetic theory provides ample support for the infinitesimal model.
“standard quantitative genetic theory provides ample support for the infinitesimal model7,8.”
From Rare and common variants: twenty arguments (2012) · cites this paper as [8]
Cites
Introduction to Quantitative Genetics.
Edwards, A. W. F., & Falconer, D. S. (1982) · Biometrics · doi:10.2307/2529912 · Cited by 21,447 · see citing works
The genetical theory of natural selection
Fisher, R. A. (1930) · doi:10.5962/bhl.title.27468 · Cited by 17,617 · see citing works
Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene
Caspi, A., Sugden, K., Moffitt, T. E., Taylor, A., Craig, I. W., Harrington, H., McClay, J., Mill, J., Martin, J., Braithwaite, A., et al. (2003) · Science · doi:10.1126/science.1083968 · Cited by 8,120 · see citing works
Genetics and Analysis of Quantitative Traits
(2002) · Journal of Animal Breeding and Genetics · doi:10.1046/j.1439-0388.2002.00356.x · Cited by 6,172 · see citing works
The measurement of selection on correlated characters
Lande, R., & Arnold, S. J. (1983) · Evolution · doi:10.1111/j.1558-5646.1983.tb00236.x · Cited by 5,437 · see citing works
XV.—The Correlation between Relatives on the Supposition of Mendelian Inheritance.
Fisher, R. A. (1919) · Transactions of the Royal Society of Edinburgh · doi:10.1017/s0080456800012163 · Cited by 4,387 · see citing works
Recovery of Inter-Block Information when Block Sizes are Unequal
Patterson, H. D., & Thompson, R. (1971) · Biometrika · doi:10.1093/biomet/58.3.545 · Cited by 4,073 · see citing works
The Bell Curve: Intelligence and Class Structure in American Life.
Preston, S. H., Herrnstein, R. J., & Murray, C. A. (1995) · Population and Development Review · doi:10.2307/2137757 · Cited by 4,027 · see citing works
Introduction to Quantitative Genetics
J.-M., G., & Falconer, D. S. (1962) · Population · doi:10.2307/1525780 · Cited by 3,773 · see citing works
Genetic Epidemiology of Major Depression: Review and Meta-Analysis
Sullivan, P. F., Neale, M. C., & Kendler, K. S. (2000) · American Journal of Psychiatry · doi:10.1176/appi.ajp.157.10.1552 · Cited by 3,431 · see citing works
Merlin—rapid analysis of dense genetic maps using sparse gene flow trees
Abecasis, G. R., Cherny, S. S., Cookson, W., & Cardon, L. R. (2001) · Nature Genetics · doi:10.1038/ng786 · Cited by 3,323 · see citing works
Multipoint Quantitative-Trait Linkage Analysis in General Pedigrees
Almasy, L. A., & Blangero, J. (1998) · The American Journal of Human Genetics · doi:10.1086/301844 · Cited by 3,007 · see citing works
QUANTITATIVE GENETIC ANALYSIS OF MULTIVARIATE EVOLUTION, APPLIED TO BRAIN:BODY SIZE ALLOMETRY
Lande, R. (1979) · Evolution · doi:10.1111/j.1558-5646.1979.tb04694.x · Cited by 2,648 · see citing works
Genetics and analysis of quantitative traits
Ewens, W. J. (1999) · American Journal of Human Biology · doi:10.1002/(sici)1520-6300(199911/12)11:6 · Cited by 2,084 · see citing works
Comparing evolvability and variability of quantitative traits.
Houle, D. (1992) · Genetics · doi:10.1093/genetics/130.1.195 · Cited by 1,984 · see citing works
Massive IQ gains in 14 nations: What IQ tests really measure.
Flynn, J. R. (1987) · Psychological Bulletin · doi:10.1037/0033-2909.101.2.171 · Cited by 1,918 · see citing works
The inheritance of liability to certain diseases, estimated from the incidence among relatives
Falconer, D. (1965) · Annals of Human Genetics · doi:10.1111/j.1469-1809.1965.tb00500.x · Cited by 1,662 · see citing works
Natural selection and the heritability of fitness components
Mousseau, T. A., & Roff, D. A. (1987) · Heredity · doi:10.1038/hdy.1987.113 · Cited by 1,635 · see citing works
Genetics of gene expression surveyed in maize, mouse and man
Schadt, E., Monks, S. A., Drake, T., Lusis, A., Che, N., Colinayo, V. V., Ruff, T., Milligan, S. B., Lamb, J., Cavet, G., et al. (2003) · Nature · doi:10.1038/nature01434 · Cited by 1,594 · see citing works
Genetic variants regulating ORMDL3 expression contribute to the risk of childhood asthma
Moffatt, M. F., Kabesch, M., Liang, L., Dixon, A. L., Strachan, D. P., Heath, S. C., Depner, M., Berg, A. V., Bufe, A., Rietschel, E., et al. (2007) · Nature · doi:10.1038/nature06014 · Cited by 1,590 · see citing works
Genetic Dissection of Transcriptional Regulation in Budding Yeast
Brem, R. B., Yvert, G., Clinton, R., & Kruglyak, L. (2002) · Science · doi:10.1126/science.1069516 · Cited by 1,392 · see citing works
Murray, C. A., & Herrnstein, R. J. (1994) · Cited by 1,383 · see citing works
Socioeconomic Status Modifies Heritability of IQ in Young Children
Turkheimer, E., Haley, A., Waldron, M., D'Onofrio, B., & Gottesman, I. I. (2003) · Psychological Science · doi:10.1046/j.0956-7976.2003.psci_1475.x · Cited by 1,373 · see citing works
Estimating genetic parameters in natural populations using the ‘animal model’
Kruuk, L. E. B. (2004) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2003.1437 · Cited by 1,196 · see citing works
Data and Theory Point to Mainly Additive Genetic Variance for Complex Traits
Hill, W. G., Goddard, M. E., & Visscher, P. M. (2008) · PLoS Genetics · doi:10.1371/journal.pgen.1000008 · Cited by 1,039 · see citing works
Self-citationGenetical genomics: the added value from segregation
Jansen, R. (2001) · Trends in Genetics · doi:10.1016/s0168-9525(01)02310-1 · Cited by 1,010 · see citing works
The Effect of Selection on Genetic Variability
Bulmer, M. G. (1971) · The American Naturalist · doi:10.1086/282718 · Cited by 989 · see citing works
Likelihood, Bayesian, and MCMC Methods in Quantitative Genetics
Sørensen, D., & Gianola, D. (2002) · Statistics for biology and health · doi:10.1007/b98952 · Cited by 925 · see citing works
HERITABILITY OF THRESHOLD CHARACTERS
Dempster, E. R., & Lerner, I. M. (1950) · Genetics · doi:10.1093/genetics/35.2.212 · Cited by 848 · see citing works
Understanding quantitative genetic variation
Barton, N., & Keightley, P. D. (2002) · Nature Reviews Genetics · doi:10.1038/nrg700 · Cited by 839 · see citing works
Effective deme sizes during long-term evolution estimated from rates of chromosomal rearrangement
Lande, R. (1979) · Evolution · doi:10.1111/j.1558-5646.1979.tb04678.x · Cited by 792 · see citing works
Heritable variation and evolution under favourable and unfavourable conditions.
Hoffmann, A., & Merilä, J. (1999) · Trends in Ecology & Evolution · doi:10.1016/s0169-5347(99)01595-5 · Cited by 779 · see citing works
Genetic determination of telomere size in humans: a twin study of three age groups.
Slagboom, P. E., Droog, S., & Boomsma, D. I. (1994) · PubMed Central · Cited by 741 · see citing works
Substantial Genetic Influence on Cognitive Abilities in Twins 80 or More Years Old
McClearn, G. E., Johansson, B. E. A., Berg, S., Pedersen, N. L., Ahern, F. M., Petrill, S. A., & Plomin, R. J. (1997) · Science · doi:10.1126/science.276.5318.1560 · Cited by 727 · see citing works
Prediction of individual genetic risk to disease from genome-wide association studiesPreprint
Wray, N. R., Goddard, M. E., & Visscher, P. M. (2007) · Genome Research · doi:10.1101/gr.6665407 · Cited by 714 · see citing works
Self-citationThe Bell Curve: Intelligence and Class Structure in American Life
Aubrey, C., Herrnstein, R. J., & Murray, C. A. (1995) · British Journal of Educational Studies · doi:10.2307/3121812 · Cited by 710 · see citing works
Genetics of global gene expression
Rockman, M. V., & Kruglyak, L. (2006) · Nature Reviews Genetics · doi:10.1038/nrg1964 · Cited by 666 · see citing works
DETERMINANTS OF VARIATION IN ADULT BODY HEIGHT
Silventoinen, K. (2003) · Journal of Biosocial Science · doi:10.1017/s0021932003002633 · Cited by 660 · see citing works
Telomere Length as an Indicator of Biological Aging
Bénétos, A., Okuda, K., Lajemi, M., Kimura, M., Thomas, F., Skurnick, J., Labat, C., Bean, K., & Aviv, A. (2001) · Hypertension · doi:10.1161/01.hyp.37.2.381 · Cited by 621 · see citing works
Visscher, P. M., Medland, S. E., Ferreira, M. A. R., Morley, K. I., Zhu, G., Cornes, B. K., Montgomery, G. W., & Martin, N. G. (2006) · PLoS Genetics · doi:10.1371/journal.pgen.0020041 · Cited by 613 · see citing works
Self-citationANTLER SIZE IN RED DEER: HERITABILITY AND SELECTION BUT NO EVOLUTION
Kruuk, L. E. B., Slate, J., Pemberton, J. M., Brotherstone, S., GUINNESS, F. E., & Clutton-Brock, T. H. (2002) · Evolution · doi:10.1111/j.0014-3820.2002.tb01480.x · Cited by 569 · see citing works
Libioulle, C., Louis, E. J., Hansoul, S., Sandor, C., Farnir, F., Franchimont, D. P., Vermeire, S., Dewit, O., Vos, M. D., Dixon, A., et al. (2007) · PLoS Genetics · doi:10.1371/journal.pgen.0030058 · Cited by 561 · see citing works
Natural variation in human gene expression assessed in lymphoblastoid cells
Cheung, V. G., Conlin, L. K., Weber, T. M., Arcaro, M., Jen, K., Morley, M. P., & Spielman, R. S. (2003) · Nature Genetics · doi:10.1038/ng1094 · Cited by 550 · see citing works
Annotation: the analysis of variance and the analysis of causes.
Lewontin, R. C. (1974) · Europe PMC (PubMed Central) · Cited by 533 · see citing works
Cole, T. J. (2000) · Proceedings of The Nutrition Society · doi:10.1017/s0029665100000355 · Cited by 530 · see citing works
Environmental quality and evolutionary potential: lessons from wild populations
Charmantier, A., & Garant, D. (2005) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2005.3117 · Cited by 527 · see citing works
Heritability of fitness in a wild mammal population
Kruuk, L. E. B., Clutton-Brock, T. H., Slate, J., Pemberton, J. M., Brotherstone, S., & GUINNESS, F. E. (2000) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.97.2.698 · Cited by 522 · see citing works
The genetics of plant metabolism
Keurentjes, J. J. B., Fu, J., de Vos, C. H. R., Lommen, A., Hall, R. D., Bino, R. J., van der Plas, L. H. W., Jansen, R. C., Vreugdenhil, D., & Koornneef, M. (2006) · Nature Genetics · doi:10.1038/ng1815 · Cited by 499 · see citing works
Devlin, B., Daniels, M., & Roeder, K. (1997) · Nature · doi:10.1038/41319 · Cited by 478 · see citing works
Quantitative genetics and fitness: lessons from Drosophila
Roff, D. A., & Mousseau, T. A. (1987) · Heredity · doi:10.1038/hdy.1987.15 · Cited by 475 · see citing works
Wright, S. (1920) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.6.6.320 · Cited by 433 · see citing works
A mathematical model of the culling process in dairy cattle
Robertson, A. (1966) · Animal Science · doi:10.1017/s0003356100037752 · Cited by 421 · see citing works
Mohan, S. (1973) · Cited by 416 · see citing works
A common variant of HMGA2 is associated with adult and childhood height in the general population
Initiative, T. D. G., Weedon, M. N., Lettre, G., Freathy, R. M., Lindgren, C. M., Voight, B. F., Perry, J. R. B., Elliott, K. S., Hackett, R., Guiducci, C., et al. (2007) · Nature Genetics · doi:10.1038/ng2121 · Cited by 411 · see citing works
Willham, R. L. (1963) · Biometrics · doi:10.2307/2527570 · Cited by 393 · see citing works
West, M. A. L., Kim, K., Kliebenstein, D. J., van Leeuwen, H., Michelmore, R. W., Doerge, R. W., & Clair, D. A. S. (2006) · Genetics · doi:10.1534/genetics.106.064972 · Cited by 379 · see citing works
Analyses of published genetic parameter estimates for beef production traits. 1. Heritability
Koots, K. R., Gibson, J. P., & Smith, C. D. (1994) · Cited by 378 · see citing works
The association between brain volume and intelligence is of genetic origin
Posthuma, D., De Geus, E. J. C., Baaré, W. F. C., Pol, H. E. H., Kahn, R. S., & Boomsma, D. I. (2002) · Nature Neuroscience · doi:10.1038/nn0202-83 · Cited by 356 · see citing works
Telomere Length Inversely Correlates With Pulse Pressure and Is Highly Familial
Jeanclos, E. M., Schork, N. J., Kyvik, K. O., Kimura, M., Skurnick, J., & Aviv, A. (2000) · Hypertension · doi:10.1161/01.hyp.36.2.195 · Cited by 352 · see citing works
Mixed Model Methodology for Farm and Ranch Beef Cattle Testing Programs
Quaas, R. L., & Pollak, E. J. (1980) · Journal of Animal Science · doi:10.2527/jas1981.5161277x · Cited by 343 · see citing works
A tale of two matrices: multivariate approaches in evolutionary biology
Blows, M. W. (2006) · Journal of Evolutionary Biology · doi:10.1111/j.1420-9101.2006.01164.x · Cited by 342 · see citing works
Lush, J. L. (1940) · Journal of Animal Science · doi:10.2527/jas1940.19401293x · Cited by 334 · see citing works
Sullivan, P. F. (2005) · PLoS Medicine · doi:10.1371/journal.pmed.0020212 · Cited by 324 · see citing works
Telomere maintenance and disease
Wong, J. M. Y., & Collins, K. (2003) · The Lancet · doi:10.1016/s0140-6736(03)14369-3 · Cited by 313 · see citing works
Environmental Coupling of Selection and Heritability Limits Evolution
Wilson, A. J., Pemberton, J. M., PILKINGTON, J. G., Coltman, D. W., Mifsud, D. V., Clutton-Brock, T. H., & Kruuk, L. E. B. (2006) · PLoS Biology · doi:10.1371/journal.pbio.0040216 · Cited by 291 · see citing works
Marker‐inferred relatedness as a tool for detecting heritability in nature
Ritland, K. (2000) · Molecular Ecology · doi:10.1046/j.1365-294x.2000.00971.x · Cited by 284 · see citing works
Deary, I. J., Spinath, F. M., & Bates, T. C. (2006) · European Journal of Human Genetics · doi:10.1038/sj.ejhg.5201588 · Cited by 254 · see citing works
Andrew, T., Aviv, A., Falchi, M., Surdulescu, G. L., Gardner, J. P., Lu, X., Kimura, M., Kato, B. S., Valdes, A. M., & Spector, T. D. (2006) · The American Journal of Human Genetics · doi:10.1086/500052 · Cited by 252 · see citing works
Heckman, J. J. (1995) · Journal of Political Economy · doi:10.1086/262014 · Cited by 250 · see citing works
Natural selection and quantitative genetics of life-history traits in Western women: a twin study
Kirk, K. M., Blomberg, S. P., Duffy, D. L., Heath, A. C., Owens, I. P. F., & Martin, N. G. (2001) · Evolution · doi:10.1111/j.0014-3820.2001.tb01304.x · Cited by 245 · see citing works
THE EFFECT OF INBREEDING ON THE VARIATION DUE TO RECESSIVE GENES
Robertson, A. (1952) · Genetics · doi:10.1093/genetics/37.2.189 · Cited by 242 · see citing works
A MARKER-BASED METHOD FOR INFERENCES ABOUT QUANTITATIVE INHERITANCE IN NATURAL POPULATIONS
Ritland, K. (1996) · Evolution · doi:10.1111/j.1558-5646.1996.tb02347.x · Cited by 224 · see citing works
Maize selection passes the century mark: a unique resource for 21st century genomics
Moose, S. P., Dudley, J. W., & Rocheford, T. (2004) · Trends in Plant Science · doi:10.1016/j.tplants.2004.05.005 · Cited by 222 · see citing works
Meyer, K. (1985) · Biometrics · doi:10.2307/2530651 · Cited by 221 · see citing works
Genetic and Environmental Influences on the Development of Intelligence
Bartels, M., Rietveld, M. J. H., Van Baal, G. C. M., & Boomsma, D. I. (2002) · Behavior Genetics · doi:10.1023/a:1019772628912 · Cited by 215 · see citing works
Kempthorne, O. (1978) · Biometrics · doi:10.2307/2529584 · Cited by 214 · see citing works
Predictions of response to artificial selection from new mutations
Hill, W. G. (1982) · Genetics Research · doi:10.1017/s0016672300019145 · Cited by 213 · see citing works
Self-citationHeritability: One Word, Three Concepts
Jacquard, A. (1983) · Biometrics · doi:10.2307/2531017 · Cited by 192 · see citing works
Heritability of milk yield and composition at different levels and variability of production
Hill, W. G., Edwards, M. R., Ahmed, M.-K. A., & Thompson, R. (1983) · Animal Science · doi:10.1017/s0003356100039933 · Cited by 189 · see citing works
Self-citationPrediction of rates of inbreeding in selected populations
Wray, N. R., & Thompson, R. (1990) · Genetics Research · doi:10.1017/s0016672300025180 · Cited by 177 · see citing works
Self-citationBias, precision and heritability of self-reported and clinically measured height in Australian twins
MacGregor, S., Cornes, B. K., Martin, N. G., & Visscher, P. M. (2006) · Human Genetics · doi:10.1007/s00439-006-0240-z · Cited by 166 · see citing works
Self-citationEFFECTS OF GENETIC DRIFT ON VARIANCE COMPONENTS UNDER A GENERAL MODEL OF EPISTASIS
Barton, N., & Turelli, M. (2004) · Evolution · doi:10.1111/j.0014-3820.2004.tb01591.x · Cited by 153 · see citing works
Genome Partitioning of Genetic Variation for Height from 11,214 Sibling Pairs
Visscher, P. M., MacGregor, S., Benyamin, B., Zhu, G., Gordon, S. D., Medland, S. E., Hill, W. G., Hottenga, J., Willemsen, G. A. H. M., Boomsma, D. I., et al. (2007) · The American Journal of Human Genetics · doi:10.1086/522934 · Cited by 145 · see citing works
Self-citationThe Changes in Genetic and Environmental Variance With Inbreeding in Drosophila melanogaster
Whitlock, M. C., & Fowler, K. (1999) · Genetics · doi:10.1093/genetics/152.1.345 · Cited by 141 · see citing works
The mysterious trend in American heights in the 20th century
Komlos, J. H., & Lauderdale, B. E. (2007) · Annals of Human Biology · doi:10.1080/03014460601116803 · Cited by 137 · see citing works
Berry, D. P., Buckley, F., Dillon, P., Evans, R. D., Rath, M., & Veerkamp, R. F. (2003) · Journal of Dairy Science · doi:10.3168/jds.s0022-0302(03)73976-9 · Cited by 131 · see citing works
Merilä, J. (1997) · Evolution · doi:10.1111/j.1558-5646.1997.tb02440.x · Cited by 126 · see citing works
Genetics of sow reproduction, including puberty, oestrus, pregnancy, farrowing and lactation
Rydhmer, L. (2000) · Livestock Production Science · doi:10.1016/s0301-6226(99)00170-0 · Cited by 126 · see citing works
POWER AND POTENTIAL BIAS IN FIELD STUDIES OF NATURAL SELECTION
Hersch, E. I., & Phillips, P. C. (2004) · Evolution · doi:10.1111/j.0014-3820.2004.tb01671.x · Cited by 122 · see citing works
Long-term selection for 8-week body weight in chickens — direct and correlated responses
DUNNINGTON, E. A., & Siegel, P. B. (1985) · Theoretical and Applied Genetics · doi:10.1007/bf00252072 · Cited by 113 · see citing works
A novel method for estimating heritability using molecular markers
Mousseau, T. A., Ritland, K., & Heath, D. D. (1998) · Heredity · doi:10.1046/j.1365-2540.1998.00269.x · Cited by 97 · see citing works
Thomas, S. C., Coltman, D. W., & Pemberton, J. M. (2002) · Journal of Evolutionary Biology · doi:10.1046/j.1420-9101.2002.00372.x · Cited by 91 · see citing works
Genetic parameters for tropical beef cattle in northern Australia: a review
Davis, G. (1993) · Australian Journal of Agricultural Research · doi:10.1071/ar9930179 · Cited by 90 · see citing works
Models to estimate maternal effects for juvenile body weight in broiler chickens
Koerhuis, A. N. M., & Thompson, R. (1997) · Genetics Selection Evolution · doi:10.1186/1297-9686-29-2-225 · Cited by 89 · see citing works
THE DISTRIBUTION OF PHENOTYPIC VARIANCE WITH INBREEDING
Fowler, K., & Whitlock, M. C. (1999) · Evolution · doi:10.1111/j.1558-5646.1999.tb04528.x · Cited by 88 · see citing works
Zhang, X., & Hill, W. G. (2005) · Evolution · doi:10.1111/j.0014-3820.2005.tb01774.x · Cited by 84 · see citing works
Self-citationBreeding plans for rainbow trout
Gjedrem, T. (1992) · Aquaculture · doi:10.1016/0044-8486(92)90340-q · Cited by 82 · see citing works
Wade, M. J., Shuster, S. M., & Stevens, L. (1996) · Evolution · doi:10.1111/j.1558-5646.1996.tb03882.x · Cited by 81 · see citing works
Ritland, K., & Ritland, C. E. (1996) · Evolution · doi:10.1111/j.1558-5646.1996.tb02348.x · Cited by 74 · see citing works
Estimating variance components in natural populations using inferred relationships
Thomas, S. C., Pemberton, J. M., & Hill, W. G. (2000) · Heredity · doi:10.1046/j.1365-2540.2000.00681.x · Cited by 67 · see citing works
Self-citationThomas, S. C. (2005) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2005.1675 · Cited by 66 · see citing works
Evidence for a major gene for rapid postweaning growth in mice
Bradford, G. E., & Famula, T. R. (1984) · Genetics Research · doi:10.1017/s0016672300026537 · Cited by 65 · see citing works
TONG, A. K. W., Kennedy, B. W., & Moxley, J. E. (1979) · Journal of Dairy Science · doi:10.3168/jds.s0022-0302(79)83497-9 · Cited by 64 · see citing works
Shaw, R. G., Byers, D. L., & Shaw, F. H. (1998) · Genetics · doi:10.1093/genetics/150.4.1649 · Cited by 61 · see citing works
Roff, D. A., & Simons, A. M. (1997) · Heredity · doi:10.1038/hdy.1997.37 · Cited by 53 · see citing works
Regulatory Variation at Glypican-3 Underlies a Major Growth QTL in Mice
Oliver, F., Christians, J. K., Liu, X., Rhind, S. M., Verma, V., Davison, C., Brown, S. D. M., Denny, P., & Keightley, P. D. (2005) · PLoS Biology · doi:10.1371/journal.pbio.0030135 · Cited by 52 · see citing works
Variation in genetic identity within kinships
Hill, W. G. (1993) · Heredity · doi:10.1038/hdy.1993.190 · Cited by 50 · see citing works
Self-citationGenetic variation for total fitness inDrosophila melanogaster
Fowler, K., Semple, C. A. M., Barton, N., & Partridge, L. (1997) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1997.0027 · Cited by 49 · see citing works
Visscher, P. M., Thompson, R., & Hill, W. G. (1991) · Livestock Production Science · doi:10.1016/0301-6226(91)90010-n · Cited by 47 · see citing works
Self-citationBeniwal, B. K., Hastings, I. M., Thompson, R., & Hill, W. G. (1992) · Heredity · doi:10.1038/hdy.1992.135 · Cited by 43 · see citing works
Self-citationComing to terms with heritability
Stoltenberg, S. F. (1997) · Genetica · doi:10.1007/bf02259512 · Cited by 41 · see citing works
Variation in Genetic Identity among Relatives
Guo, S. (1996) · Human Heredity · doi:10.1159/000154328 · Cited by 37 · see citing works
Twin Studies, Heritability, and Intelligence
Feldman, M. W., & Otto, S. P. (1997) · Science · doi:10.1126/science.278.5342.1383a · Cited by 34 · see citing works
Quantitative genetics of zooplankton life histories
Spitze, K. (1995) · Cellular and Molecular Life Sciences · doi:10.1007/bf02143198 · Cited by 29 · see citing works
Replicated effects of sex and genotype on gene expression in human lymphoblastoid cell lines
McRae, A. F., Matigian, N., Vadlamudi, L., Mulley, J. C., Mowry, B. J., Martin, N. G., Berkovic, S. F., Hayward, N. K., & Visscher, P. M. (2006) · Human Molecular Genetics · doi:10.1093/hmg/ddl456 · Cited by 29 · see citing works
Self-citationApplication of a recombination model in calculating the variance of sib pair genetic identity
RISCH, N. J., & Lange, K. L. (1979) · Annals of Human Genetics · doi:10.1111/j.1469-1809.1979.tb02010.x · Cited by 27 · see citing works
Mutation‐Selection Balance for Environmental Variance
Zhang, X., & Hill, W. G. (2008) · The American Naturalist · doi:10.1086/527503 · Cited by 21 · see citing works
Self-citationPopulation genetics: Separating nurture from nature in estimating heritability
Xu, S. (2006) · Heredity · doi:10.1038/sj.hdy.6800859 · Cited by 11 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Finding the missing heritability of complex diseases
Manolio, T. A., Collins, F. S., Cox, N. J., Goldstein, D. B., Hindorff, L. A., Hunter, D. J., McCarthy, M. I., Ramos, E. M., Cardon, L. R., Chakravarti, A., et al. (2009) · Nature · doi:10.1038/nature08494 · Cited by 8,336 · see citing works
Self-citationCommon SNPs explain a large proportion of the heritability for human height
Yang, J., Benyamin, B., McEvoy, B. P., Gordon, S., Henders, A. K., Nyholt, D. R., Madden, P. A., Heath, A. C., Martin, N. G., Montgomery, G. W., et al. (2010) · Nature Genetics · doi:10.1038/ng.608 · Cited by 4,446 · see citing works
Self-citation10 Years of GWAS Discovery: Biology, Function, and Translation
Visscher, P. M., Wray, N. R., Zhang, Q., Sklar, P., McCarthy, M. I., Brown, M. A., & Yang, J. (2017) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2017.06.005 · Cited by 3,719 · see citing works
Self-citationRobust relationship inference in genome-wide association studies
Manichaikul, A., Mychaleckyj, J. C., Rich, S. S., Daly, K., Sale, M., & Chen, W.-M. (2010) · Bioinformatics · doi:10.1093/bioinformatics/btq559 · Cited by 3,541 · see citing works
Hindorff, L. A., Sethupathy, P., Junkins, H. A., Ramos, E. M., Mehta, J. P., Collins, F. S., & Manolio, T. A. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0903103106 · Cited by 4,013 · see citing works
Environment dominates over host genetics in shaping human gut microbiota
Rothschild, D., Weissbrod, O., Barkan, E., Kurilshikov, A., Korem, T., Zeevi, D., Costea, P. I., Godneva, A., Kalka, I. N., Bar, N., et al. (2018) · Nature · doi:10.1038/nature25973 · Cited by 2,859 · see citing works
Repeatability for Gaussian and non-Gaussian data: a practical guide for biologists.
Nakagawa, S., & Schielzeth, H. (2010) · Biological Reviews · doi:10.1111/j.1469-185x.2010.00141.x · Cited by 2,584 · see citing works
Benefits and limitations of genome-wide association studies
Tam, V., Patel, N. K., Turcotte, M., Bossé, Y., Paré, G., & Meyre, D. (2019) · Nature Reviews Genetics · doi:10.1038/s41576-019-0127-1 · Cited by 2,092 · see citing works
Tutorial: a guide to performing polygenic risk score analyses
Choi, S. W., Mak, T. S. H., & O’Reilly, P. F. (2020) · Nature Protocols · doi:10.1038/s41596-020-0353-1 · Cited by 1,913 · see citing works
Morgan, I. G., Ohno‐Matsui, K., & Saw, S. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60272-4 · Cited by 1,879 · see citing works
Genetic Investigation of ANthropometric Traits (GIANT) Consortium, Yang, J., DIAbetes Genetics Replication And Meta-analysis (DIAGRAM) Consortium, Ferreira, T., Morris, A. P., Medland, S. E., Madden, P. A. F., Heath, A. C., Martin, N. G., Montgomery, G. W., et al. (2012) · Nature Genetics · doi:10.1038/ng.2213 · Cited by 1,712 · see citing works
Self-citationMissing heritability and strategies for finding the underlying causes of complex disease
Eichler, E. E., Jonathan Flint, C., Gibson, G. C., Kong, A., Leal, S. M., Moore, J. H., & Nadeau, J. H. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2809 · Cited by 1,671 · see citing works
The advantages and limitations of trait analysis with GWAS: a review
Korte, A., & Farlow, A. (2013) · Plant Methods · doi:10.1186/1746-4811-9-29 · Cited by 1,673 · see citing works
Genomewide Association Studies and Assessment of the Risk of Disease
Manolio, T. A. (2010) · New England Journal of Medicine · doi:10.1056/nejmra0905980 · Cited by 1,512 · see citing works
Rare and common variants: twenty arguments
Gibson, G. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3118 · Cited by 1,278 · see citing works
New approaches to population stratification in genome-wide association studies
Price, A. L., Zaitlen, N., Reich, D., & Patterson, N. J. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2813 · Cited by 1,181 · see citing works
Estimating Missing Heritability for Disease from Genome-wide Association Studies
Lee, S. H., Wray, N. R., Goddard, M. E., & Visscher, P. M. (2011) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2011.02.002 · Cited by 1,064 · see citing works
Self-citationEmergence of artemisinin-resistant malaria on the western border of Thailand: a longitudinal study
Phyo, A. P., Nkhoma, S. C., Stepniewska, K., Ashley, E. A., Nair, S., McGready, R. M., Moo, C. L., Al‐Saai, S., Dondorp, A. M., Lwin, K. M., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)60484-x · Cited by 927 · see citing works
Genome partitioning of genetic variation for complex traits using common SNPs
Yang, J., Manolio, T. A., Pasquale, L. R., Boerwinkle, E., Caporaso, N., Cunningham, J. M., de Andrade, M., Feenstra, B., Feingold, E., Hayes, M. G., et al. (2011) · Nature Genetics · doi:10.1038/ng.823 · Cited by 890 · see citing works
Self-citationMapping complex disease traits with global gene expression
Cookson, W., Liang, L., Abecasis, G., Moffatt, M., & Lathrop, M. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2537 · Cited by 849 · see citing works
The Heritability of Autism Spectrum Disorder
Sandin, S., Lichtenstein, P., Kuja-Halkola, R., Hultman, C., Larsson, H., & Reichenberg, A. (2017) · JAMA · doi:10.1001/jama.2017.12141 · Cited by 776 · see citing works
Sex-specific genetic architecture of human disease
Ober, C., Loisel, D. A., & Gilad, Y. (2008) · Nature Reviews Genetics · doi:10.1038/nrg2415 · Cited by 787 · see citing works
Variability in the Heritability of Body Mass Index: A Systematic Review and Meta-Regression
Elks, C. E., den Hoed, M., Zhao, J. H., Sharp, S. J., Wareham, N. J., Loos, R. J. F., & Ong, K. K. (2012) · Frontiers in Endocrinology · doi:10.3389/fendo.2012.00029 · Cited by 700 · see citing works
Pitfalls of predicting complex traits from SNPs
Wray, N. R., Yang, J., Hayes, B. J., Price, A. L., Goddard, M. E., & Visscher, P. M. (2013) · Nature Reviews Genetics · doi:10.1038/nrg3457 · Cited by 672 · see citing works
Self-citationEpigenetics as a unifying principle in the aetiology of complex traits and diseases
Petronis, A. (2010) · Nature · doi:10.1038/nature09230 · Cited by 727 · see citing works
Research Review: Polygenic methods and their application to psychiatric traits
Wray, N. R., Lee, S., Mehta, D., Vinkhuyzen, A. A. E., Dudbridge, F., & Middeldorp, C. M. (2014) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12295 · Cited by 657 · see citing works
Self-citationThe environment and susceptibility to schizophrenia
Brown, A. S. (2011) · Progress in Neurobiology · doi:10.1016/j.pneurobio.2010.09.003 · Cited by 664 · see citing works
Genome-wide association studies establish that human intelligence is highly heritable and polygenic
Davies, G., Tenesa, A., Payton, A., Yang, J., Harris, S. E., Liewald, D., Ke, X., Le Hellard, S., Christoforou, A., Luciano, M., et al. (2011) · Molecular Psychiatry · doi:10.1038/mp.2011.85 · Cited by 608 · see citing works
Self-citationThe MHC locus and genetic susceptibility to autoimmune and infectious diseases
Matzaraki, V., Kumar, V., Wijmenga, C., & Zhernakova, A. (2017) · Genome biology · doi:10.1186/s13059-017-1207-1 · Cited by 566 · see citing works
Hilker, R., Helenius, D., Fagerlund, B., Skytthe, A., Christensen, K., Werge, T. M., Nordentoft, M., & Glenthøj, B. (2018) · Biological Psychiatry · doi:10.1016/j.biopsych.2017.08.017 · Cited by 615 · see citing works
Large-scale replicated field study of maize rhizosphere identifies heritable microbes
Walters, W. A., Jin, Z. Y., Youngblut, N. D., Wallace, J. G., Sutter, J. L., Zhang, W., González-Peña, A., Peiffer, J. A., Koren, O., Shi, Q., et al. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1800918115 · Cited by 615 · see citing works
Pučić‐Baković, M., Knežević, A., Vidič, J., Adamczyk, B., Novokmet, M., Polašek, O., Gornik, O., Goreta, S. Š., Wormald, M. R., Redžić, I., et al. (2011) · Molecular & Cellular Proteomics · doi:10.1074/mcp.m111.010090 · Cited by 521 · see citing works
A “Candidate-Interactome” Aggregate Analysis of Genome-Wide Association Data in Multiple Sclerosis
Mechelli, R., Umeton, R., Policano, C., Annibali, V., Coarelli, G., Ricigliano, V. A. G., Vittori, D., Fornasiero, A., Buscarinu, M. C., Romano, S., et al. (2013) · PLoS ONE · doi:10.1371/journal.pone.0063300 · Cited by 513 · see citing works
Zhang, H., Ahearn, T. U., Lecarpentier, J., Barnes, D. R., Beesley, J., Jiang, X., O’Mara, T. A., Qi, G., Zhao, N., Bolla, M. K., et al. (2020) · Nature Genetics · doi:10.1038/s41588-020-0609-2 · Cited by 484 · see citing works
The Genetics of Stress-Related Disorders: PTSD, Depression, and Anxiety Disorders
Smoller, J. W. (2015) · Neuropsychopharmacology · doi:10.1038/npp.2015.266 · Cited by 479 · see citing works
Genetic architecture: the shape of the genetic contribution to human traits and disease
Timpson, N. J., Greenwood, C. M. T., Soranzo, N., Lawson, D. J., & Richards, J. B. (2018) · Nature Reviews Genetics · doi:10.1038/nrg.2017.101 · Cited by 434 · see citing works
Genetics of Type 2 Diabetes—Pitfalls and Possibilities
Prasad, R., & Groop, L. (2015) · Genes · doi:10.3390/genes6010087 · Cited by 458 · see citing works
Sizing up human height variation
Visscher, P. M. (2008) · Nature Genetics · doi:10.1038/ng0508-489 · Cited by 461 · see citing works
Self-citationPerformance, Personality, and Energetics: Correlation, Causation, and Mechanism
Careau, V., & Garland, T. (2012) · Physiological and Biochemical Zoology · doi:10.1086/666970 · Cited by 455 · see citing works
QST–FST comparisons: evolutionary and ecological insights from genomic heterogeneity
Leinonen, T., McCairns, R. J. S., O'Hara, R. B., & Merilä, J. (2013) · Nature Reviews Genetics · doi:10.1038/nrg3395 · Cited by 422 · see citing works
Detecting epistasis in human complex traits
Wei, W., Hemani, G., & Haley, C. (2014) · Nature Reviews Genetics · doi:10.1038/nrg3747 · Cited by 403 · see citing works
Update on NAFLD genetics: From new variants to the clinic
Trépo, E., & Valenti, L. (2020) · Journal of Hepatology · doi:10.1016/j.jhep.2020.02.020 · Cited by 393 · see citing works
From Basic Science to Clinical Application of Polygenic Risk Scores: A Primer
Wray, N. R., Lin, T., Austin, J., McGrath, J. J., Hickie, I. B., Murray, G. K., & Visscher, P. M. (2021) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2020.3049 · Cited by 367 · see citing works
Self-citationChen, D., Neumann, K., Friedel, S., Kilian, B., Chen, M., Altmann, T., & Klukas, C. (2014) · The Plant Cell · doi:10.1105/tpc.114.129601 · Cited by 404 · see citing works
Pigeyre, M., Yazdi, F., Kaur, Y., & Meyre, D. (2016) · Clinical Science · doi:10.1042/cs20160136 · Cited by 405 · see citing works
Reconciling the analysis of IBD and IBS in complex trait studies
Powell, J. E., Visscher, P. M., & Goddard, M. E. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2865 · Cited by 391 · see citing works
Self-citationNew insights into the aetiology of colorectal cancer from genome-wide association studies
Tenesa, A., & Dunlop, M. G. (2009) · Nature Reviews Genetics · doi:10.1038/nrg2574 · Cited by 386 · see citing works
The continuing value of twin studies in the omics era
van Dongen, J., Slagboom, P., Draisma, H., Martin, N. G., & Boomsma, D. (2012) · Nature reviews genetics · doi:10.1038/nrg3243 · Cited by 398 · see citing works
Heritability and genomics of gene expression in peripheral blood
Wright, F. A., Sullivan, P. F., Brooks, A. I., Zou, F., Sun, W., Xia, K., Madar, V., Jansen, R., Chung, W., Zhou, Y.-H., et al. (2014) · Nature Genetics · doi:10.1038/ng.2951 · Cited by 362 · see citing works
Quantitative variability of 342 plasma proteins in a human twin population
Liu, Y., Buil, A., Collins, B. C., Gillet, L. C., Blum, L. C., Cheng, L., Vitek, O., Mouritsen, J., Lachance, G., Spector, T. D., et al. (2015) · Molecular Systems Biology · doi:10.15252/msb.20145728 · Cited by 328 · see citing works
Paşaniuc, B., & Zaitlen, N. (2013) · eScholarship (California Digital Library) · Cited by 362 · see citing works
A twin approach to unraveling epigenetics
Bell, J. T., & Spector, T. D. (2011) · Trends in Genetics · doi:10.1016/j.tig.2010.12.005 · Cited by 353 · see citing works
Metabolic syndrome: from epidemiology to systems biology
Lusis, A. J., Attie, A., & Reue, K. (2008) · Nature Reviews Genetics · doi:10.1038/nrg2468 · Cited by 340 · see citing works
Smith, G. D. (2011) · International Journal of Epidemiology · doi:10.1093/ije/dyr117 · Cited by 334 · see citing works
Using genomics to characterize evolutionary potential for conservation of wild populations
Harrisson, K. A., Pavlova, A., Telonis‐Scott, M., & Sunnucks, P. (2014) · Evolutionary Applications · doi:10.1111/eva.12149 · Cited by 318 · see citing works
Genetics of osteoporosis from genome-wide association studies: advances and challenges
Richards, J. B., Zheng, H., & Spector, T. D. (2012) · Nature Reviews Genetics · doi:10.1038/nrg3228 · Cited by 310 · see citing works
Genomic Heritability: What Is It?
Campos, G. D. L., Sørensen, D., & Daniel Gianola, B. (2015) · PLoS Genetics · doi:10.1371/journal.pgen.1005048 · Cited by 306 · see citing works
The heritability of human disease: estimation, uses and abuses.
Tenesa, A., & Haley, C. S. (2013) · Nature Reviews Genetics · doi:10.1038/nrg3377 · Cited by 283 · see citing works
Deconstructing a Syndrome: Genomic Insights Into PCOS Causal Mechanisms and Classification
Dapas, M., & Dunaif, A. (2022) · Endocrine Reviews · doi:10.1210/endrev/bnac001 · Cited by 300 · see citing works
Long, M. T., Noureddin, M., & Lim, J. K. (2022) · Gastroenterology · doi:10.1053/j.gastro.2022.06.023 · Cited by 299 · see citing works
Genotype × environment interaction QTL mapping in plants: lessons from Arabidopsis
El‐Soda, M., Malosetti, M., Zwaan, B. J., Koornneef, M., & Aarts, M. G. M. (2014) · Trends in Plant Science · doi:10.1016/j.tplants.2014.01.001 · Cited by 295 · see citing works
Evolutionary principles and their practical application
Hendry, A. P., Kinnison, M. T., Heino, M., Day, T., Smith, T. B., Fitt, G. P., Bergstrom, C. T., Oakeshott, J. G., Jørgensen, P. S., Zalucki, M. P., et al. (2011) · Evolutionary Applications · doi:10.1111/j.1752-4571.2010.00165.x · Cited by 295 · see citing works
Trépo, E., Romeo, S., Zucman‐Rossi, J., & Nahon, P. (2016) · Journal of Hepatology · doi:10.1016/j.jhep.2016.03.011 · Cited by 293 · see citing works
Kayser, M., & Schneider, P. (2009) · Forensic Science International: Genetics · doi:10.1016/j.fsigen.2009.01.012 · Cited by 261 · see citing works
Most Reported Genetic Associations with General Intelligence Are Probably False Positives
Chabris, C., Hebert, B. M., Benjamin, D. J., Beauchamp, J., Cesarini, D., van der Loos, M., Johannesson, M., Magnusson, P., Lichtenstein, P., Atwood, C., et al. (2012) · Psychology Science · doi:10.1177/0956797611435528 · Cited by 301 · see citing works
A scale‐dependent framework for trade‐offs, syndromes, and specialization in organismal biology
Agrawal, A. A. (2020) · Ecology · doi:10.1002/ecy.2924 · Cited by 272 · see citing works
Gagnaire, P., Broquet, T., Aurelle, D., Viard, F., Souissi, A., Bonhomme, F., Arnaud‐Haond, S., & Bierne, N. (2015) · Evolutionary Applications · doi:10.1111/eva.12288 · Cited by 272 · see citing works
Cortese, S. (2012) · European Journal of Paediatric Neurology · doi:10.1016/j.ejpn.2012.01.009 · Cited by 335 · see citing works
Thinking About the Evolution of Complex Traits in the Era of Genome-Wide Association Studies
Sella, G., & Barton, N. (2019) · Annual Review of Genomics and Human Genetics · doi:10.1146/annurev-genom-083115-022316 · Cited by 263 · see citing works
The genetics of bipolar disorder
Gordovez, F. J. A., & McMahon, F. J. (2020) · Molecular Psychiatry · doi:10.1038/s41380-019-0634-7 · Cited by 268 · see citing works
Dubois, L., Kyvik, K. O., Girard, M., Tatone-Tokuda, F., Perusse, D., Hjelmborg, J., Skytthe, A., Rasmussen, F., Wright, M., Lichtenstein, P., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0030153 · Cited by 277 · see citing works
Quantitative analysis of population-scale family trees with millions of relatives
Kaplanis, J., Gordon, A., Shor, T., Weissbrod, O., Geiger, D., Wahl, M., Gershovits, M., Markus, B., Sheikh, M., Gymrek, M., et al. (2018) · Science · doi:10.1126/science.aam9309 · Cited by 245 · see citing works
The environmental contribution to gene expression profiles
Gibson, G. (2008) · Nature reviews genetics · doi:10.1038/nrg2383 · Cited by 269 · see citing works
de Villemereuil, P., Giménez, O., & Doligez, B. (2012) · Methods in Ecology and Evolution · doi:10.1111/2041-210x.12011 · Cited by 247 · see citing works
European Association of Urology Guidelines on the Diagnosis and Treatment of Urolithiasis
Skolarikos, A. A., Geraghty, R. M., Somani, B. K., Tailly, T. O., Jung, H., Andreas Neisius, F., Petřík, A., Kamphuis, G. M., Davis, N. F., Bezuidenhout, C., et al. (2025) · European Urology · doi:10.1016/j.eururo.2025.03.011 · Cited by 247 · see citing works
Simpkin, A. J., Hemani, G., Suderman, M., Gaunt, T. R., Lyttleton, O., Mcardle, W. L., Ring, S. M., Sharp, G. C., Tilling, K., Horvath, S., et al. (2016) · Human Molecular Genetics · doi:10.1093/hmg/ddv456 · Cited by 246 · see citing works
Xu, B., Mu, Y., Mao, Z., Xie, Z., Wu, H., Zhang, Y., Jin, C., Chi, Z., Liu, S., Xu, J., et al. (2016) · Chemical Science · doi:10.1039/c5sc04155d · Cited by 246 · see citing works
Bernatchez, L. (2016) · Journal of Fish Biology · doi:10.1111/jfb.13145 · Cited by 244 · see citing works
Genetic impacts on DNA methylation: research findings and future perspectives
Villicaña, S., & Bell, J. T. (2021) · Genome biology · doi:10.1186/s13059-021-02347-6 · Cited by 247 · see citing works
Gut microbiome heritability is nearly universal but environmentally contingent
Grieneisen, L., Dasari, M., Gould, T. J., Björk, J. R., Grenier, J.-C., Yotova, V., Jansen, D., Gottel, N., Gordon, J. B., Learn, N. H., et al. (2021) · Science · doi:10.1126/science.aba5483 · Cited by 243 · see citing works
Haplotype Reference Consortium, Evans, L. M., Tahmasbi, R., Vrieze, S. I., Abecasis, G. R., Das, S., Gazal, S., Bjelland, D. W., de Candia, T. R., Goddard, M. E., et al. (2018) · Nature Genetics · doi:10.1038/s41588-018-0108-x · Cited by 239 · see citing works
Self-citationUnderstanding and monitoring the consequences of human impacts on intraspecific variation
Mimura, M., Yahara, T., Faith, D. P., Vázquez‐Domínguez, E., Colautti, R. I., Araki, H., Javadi, F., Núñez‐Farfán, J., Mori, A. S., Zhou, S., et al. (2016) · Evolutionary Applications · doi:10.1111/eva.12436 · Cited by 242 · see citing works
Phenome-wide heritability analysis of the UK Biobank
Ge, T., Chen, C., Neale, B. M., Sabuncu, M. R., & Smoller, J. W. (2017) · PLoS Genetics · doi:10.1371/journal.pgen.1006711 · Cited by 234 · see citing works
Variability, Heritability and Environmental Determinants of Human Plasma N-Glycome
Gornik, O., Rudan, I., Campbell, H., Hayward, C., Bones, J., Rudd, P. M., Lauc, G., & Wright, A. F. (2008) · Cited by 235 · see citing works
Lamy, J., Delzon, S., Bouche, P. S., Alı́a, R., VENDRAMIN, G. G., Cochard, H., & Plomion, C. (2013) · New Phytologist · doi:10.1111/nph.12556 · Cited by 232 · see citing works
Haghighattalab, A., Pérez, L. G., Mondal, S., Singh, D., Schinstock, D. E., Rutkoski, J. E., Ortiz‐Monasterio, I., Singh, R. P., Goodin, D. G., & Poland, J. (2016) · Plant Methods · doi:10.1186/s13007-016-0134-6 · Cited by 232 · see citing works
Measuring selection in contemporary human populations
Stearns, S. C., Byars, S., Govindaraju, D. R., & Ewbank, D. C. (2010) · Nature Reviews Genetics · doi:10.1038/nrg2831 · Cited by 231 · see citing works
GPA: A Statistical Approach to Prioritizing GWAS Results by Integrating Pleiotropy and Annotation
Chung, D., Yang, C., Li, C., Gelernter, J. E., & Zhao, H. (2014) · PLoS Genetics · doi:10.1371/journal.pgen.1004787 · Cited by 224 · see citing works
Bornstein, M. H. (2015) · Wiley eBooks · doi:10.1002/9781118963418.childpsy403 · Cited by 227 · see citing works
Why Some Women Look Young for Their Age
Gunn, D. A., Rexbye, H., Griffiths, C. E. M., Murray, P., Fereday, A., Catt, S. D., Tomlin, C. C., Strongitharm, B. H., Perrett, D. I., Catt, M., et al. (2009) · PLoS ONE · doi:10.1371/journal.pone.0008021 · Cited by 225 · see citing works
Evolutionary response of landraces to climate change in centers of crop diversity
Mercer, K. L., & Perales, H. (2010) · Evolutionary Applications · doi:10.1111/j.1752-4571.2010.00137.x · Cited by 223 · see citing works
The genetic basis of major depression
Kendall, K. M., Van Assche, E., Andlauer, T. F. M., Choi, K. W., Luykx, J. J., Schulte, E. C., & Lu, Y. (2021) · Psychological Medicine · doi:10.1017/s0033291721000441 · Cited by 213 · see citing works
The Promises and Pitfalls of Genoeconomics
Benjamin, D. J., Cesarini, D. A., Chabris, C. F., Glaeser, E. L., Laibson, D., Age, G. S.-R. S., Gudnason, V. G., Harris, T. B., Launer, L. J., Purcell, S., et al. (2012) · Annual Review of Economics · doi:10.1146/annurev-economics-080511-110939 · Cited by 209 · see citing works
Lee, S. H., Harold, D., Nyholt, D. R., ANZGene Consortium, International Endogene Consortium, the Genetic and Environmental Risk for Alzheimer's disease (GERAD1) Consortium, Goddard, M. E., Zondervan, K. T., Williams, J., Montgomery, G. W., et al. (2013) · Human Molecular Genetics · doi:10.1093/hmg/dds491 · Cited by 217 · see citing works
Self-citationHeritability and Genetic Correlations Explained by Common SNPs for Metabolic Syndrome Traits
Vattikuti, S., Guo, J., & Chow, C. C. (2012) · PLoS Genetics · doi:10.1371/journal.pgen.1002637 · Cited by 211 · see citing works
The Predictive Capacity of Personal Genome Sequencing
Roberts, N. J., Vogelstein, J. T., Parmigiani, G., Kinzler, K. W., Vogelstein, B., & Velculescu, V. E. (2012) · Science Translational Medicine · doi:10.1126/scitranslmed.3003380 · Cited by 216 · see citing works
The genetic and epigenetic basis of type 2 diabetes and obesity
Drong, A. W., Lindgren, C. M., & McCarthy, M. I. (2012) · Clinical Pharmacology & Therapeutics · doi:10.1038/clpt.2012.149 · Cited by 212 · see citing works
Estimating Kinship in Admixed Populations
Thornton, T. A., Tang, H., Hoffmann, T. J., Ochs‐Balcom, H. M., Caan, B. J., & RISCH, N. J. (2012) · The American Journal of Human Genetics · doi:10.1016/j.ajhg.2012.05.024 · Cited by 206 · see citing works
Quantitative Trait Locus Mapping Methods for Diversity Outbred Mice
Gatti, D. M., Svenson, K. L., Shabalin, A. A., Wu, L.-Y., Valdar, W. S. J., Šimeček, P., Goodwin, N. C., Cheng, R., Pomp, D., Palmer, A. A., et al. (2014) · G3 Genes Genomes Genetics · doi:10.1534/g3.114.013748 · Cited by 212 · see citing works
Genetics of Obesity: What We Have Learned Over Decades of Research
Bouchard, C. (2021) · Obesity · doi:10.1002/oby.23116 · Cited by 219 · see citing works
- Authors
- Visscher, P. M., Hill, W. G., & Wray, N. R.
- Affiliations
- QIMR Berghofer Medical Research Institute (AU)
- University of Edinburgh (GB)
- Corresponding author
- Visscher, Peter M.
- Venue
- Nature Reviews Genetics
- Published
- 2008-03-04
- Volume
- 9
- Issue
- 4
- Pages
- 255-266
- ISSN
- 1471-0056 (ISSN-L)
- 1471-0064
- OpenAlex
- W2086799994
- Cited by
- 1,921
- References
- 118
- Citations by year
- 2026: 75 · 2025: 112 · 2024: 88 · 2023: 117 · 2022: 135 · 2021: 132 · 2020: 140 · 2019: 126 · 2018: 119 · 2017: 113 · 2016: 112 · 2015: 109 · 2014: 126 · 2013: 120 · 2012: 110
- FWCI
- 5.71
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Reviews Genetics (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Australian Research Council
- National Health and Medical Research Council
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic and phenotypic traits in livestock
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Mapping and Diversity in Plants and Animals
- Keywords
- heritability, gene-environment interaction, genetic variation, heritability of gene expression, heritability estimation, selection response, disease risk prediction, Sewall Wright, Ronald Fisher
- MeSH terms
- Analysis of Variance, Animals, Bayes Theorem, Biological Evolution, Female, Humans, Inbreeding, Male, Models, Genetic, Phenotype, Regression Analysis, Selection, Genetic, Gene Expression, Linear Models, Quantitative Trait, Heritable, Genomics
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review