Lake Malawi, like the other Great African Lakes, is home to hundreds of
described species in the family Cichlidae. In the case of Lake Malawi, nearly
all of these species arose within the two million years that the lake has been
in existence. There are active debates on
the actual mode of speciation, and the kinds of divergent natural selection that
may have caused the species. In December of 2002 the Hey lab traveled to
Malawi to collect samples from three genera of Mbuna (members of the
rock-dwelling species of Lake Malawi). Our goal is to assess the role that
gene exchange plays in the speciation process. We are using a newly
developed type of genetic marker which include Short Tandem Repeat regions
(STRs, or microsatellites) and the flanking unique sequence region.
These 'HapSTRs' (i.e. haplotypes with STRs) should permit high resolution
of recent events including gene flow, as needed for these recently formed
species.
Won YJ, Wang Y, Sivasundar A, Raincrow J, Hey J. 2006. Nuclear gene variation
and molecular dating of the cichlid species flock of Lake Malawi. Mol Biol Evol
23:828-837.
Won, Y. J., A. Sivasundar, Y. Wang, and J. Hey. 2005. On the origin of
Lake Malawi cichlid species: a population genetic analysis of divergence. Proc
Natl Acad Sci U S A 102:6581-6586.
Hey, J., Y.-J. Won, A. Sivasundar, R. Nielsen, and J. A. Markert. 2004. Using
nuclear haplotypes with microsatellites to study gene flow between recently
separated Cichlid species. Molecular Ecology 13: 909-919
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The soil nematode C. elegans has rapidly become the model organism of
choice for many genetic, developmental, and functional studies. However
little is known about its evolutionary history or of its basic population
biology. What few studies that have been done reveal a surprisingly low
amount of genetic variation at the DNA sequence level. We are
beginning investigations of the structure of natural populations of C.
elegans.
Recently with grad student Arjun Sivasundar we developed a new method for
sampling C. elegans from nature using a novel RNA interference (RNAi)
approach.
Sivasundar, A., and J. Hey. 2005. Sampling from Natural Populations with RNAi
Reveals High Outcrossing and Population Structure in Caenorhabditis elegans.
Current Biology 15:1598-1602.
Sivasundar, A., and J. Hey. 2003. Population Genetics of Caenorhabditis elegans.
The paradox of low polymorphism in a widespread species. Genetics 163:147-57.
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Divergence Population Genetics (DPG) is a name given to
the study of population, or species, divergence using population genetics.
Traditionally population genetic theory was fairly limited with regard to
discerning the parameters associated with the divergence of populations.
In recent years newer likelihood methods, based on coalescent theory, have
lead to new methods for studying the roles of genetic drift, mutation, and
natural selection in the divergence of populations.
The coalescent is a stochastic process (or a family of
stochastic processes) that are very useful for modeling the depths of gene
trees (branching evolutionary trees that describe the ancestry of a set of
homologous DNA sequences). Coalescent models are analytically tractable,
easily simulated, and are explicitly focused on the properties of samples of
DNA sequences (and not on entire populations of items). Thus they are very
suitable for developing probabilistic models of evolutionary processes and
their effects on the gene trees of DNA sequences. Most of my theoretical
research has been directed at coalescent models within the context of
species divergence, particularly on the use of fixed and shared differences
between species to estimate parameters in speciation models.
Recent theoretical and statistical work has focused on the "Isolation with
Migration" model of population divergence. This is a general model,
with many parameters, that can encapsulate many of the processes that
evolutionary biologists think about when wondering how divergence has
occurred. Much of this work has been done in collaboration with Rasmus
Nielsen (University of Copenhagen).
-
Hey, J., and R. Nielsen. 2007. Integration within the Felsenstein equation for
improved Markov chain Monte Carlo methods in population genetics. PNAS
104:2785–2790.
-
Hey J. 2006. Recent advances in assessing gene flow between diverging
populations and species. Current Opinion in Genetics & Development 16:592-596.
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Hey, J. 2005. On the Number of New World Founders: A Population Genetic Portrait
of the Peopling of the Americas. PLoS Biol 3:e193.
-
Won, Y. J., and J. Hey. 2005. Divergence population genetics of chimpanzees. Mol
Biol Evol 22:297-307.
-
Hey, J., and R. Nielsen. 2004. Multilocus methods for estimating population
sizes, migration rates and divergence time, with applications to the divergence
of Drosophila pseudoobscura and D. persimilis. Genetics 167:747-760.
-
Hey, J., Y.-J. Won, A. Sivasundar, R. Nielsen, and J. A. Markert. 2004. Using
nuclear haplotypes with microsatellites to study gene flow between recently
separated Cichlid species. Molecular Ecology 13: 909-919
-
Hey, J., and C. A. Machado. 2003. The study of structured populations--new
hope for a difficult and divided science. Nat Rev Genet 4:535-43.
-
Hey,
J., and E. Harris, 1999. Population bottlenecks and patterns of human polymorphism
[letter]. Mol Biol Evol 16: 1423-6.
-
Wang,
R. L., A. Stec, J. Hey, L. Lukens and J. Doebley. 1999 The
limits of selection during maize domestication. Nature 398:236-239.
-
Wakeley, J. and J. Hey.
1998. Testing speciation models with DNA sequence data. pp157-175 in Molecular Approaches
to Ecology and Evolution. edited by R. DeSalle and B. Schierwater.
Birkhäuser-Verlag, Basel.
-
Hey,
J. 1998. Selfish genes, pleiotropy and the origin of recombination. Genetics
149: 2089-2097.
-
Hey,
J., and J. Wakeley, 1997. A coalescent estimator of the population recombination
rate. Genetics 145: 833-846
-
Wakeley,
J., and J. Hey, 1997. Estimating ancestral population parameters. Genetics 145:
847-855 .
-
Hey,
J., 1994 Bridging phylogenetics and population genetics with gene tree
models. in B. Schierwater, B. Streit, G. Wagner and R. DeSalle, eds.
Molecular Approaches to Ecology and Evolution. Birkhäuser-Verlag, Basel.
-
Hey,
J., 1991. A multi-dimensional coalescent process applied to multi-allelic
selection models and migration models. Theor. Pop. Biol. 39: 30-48.
-
Hey,
J., 1991. The structure of genealogies and the distribution of fixed differences
between DNA sequence samples from natural populations. Genetics 128:
831-840.
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Research
on the genetics of speciation, and of species divergence, is difficult. Genetics
can be done on organisms from closely related populations that may be incipient
species, however it is not known whether present day incipient species are
representative of speciation events that occurred long ago and that have lead to
what are now clearly unambiguous species. On the other hand, genetics cannot
usually be done on clearly distinct species that have separated long ago, for
the simple reason that they cannot usually be crossed to yield fertile progeny.
In recent years we have bridged a gap of sorts and undertaken the approach of
comparing the DNA sequences from individuals randomly sampled from closely
related, yet clearly distinct, species. A typical data set includes multiple
sequences for a nuclear gene randomly drawn from each of two or more closely
related species. Furthermore, we typically extend these data sets to include
multiple genetic loci. One of the major discoveries to come from this research
is that the age of variation within species is often as great or greater than
the time since the formation of sister taxa. In short, closely related species
often reveal DNA sequence variation that is shared since the time of common
ancestry. The presence of this variation means that it is possible to ask
questions about forces (traditionally associated with population genetics) over
a time frame that is more often associated with macroevolutionary issues (i.e.
the divergence of species). In effect, we are doing population genetics on
relatively ancient speciation events (105 - 106
years, which is ancient from the viewpoint of traditional population genetics).
Much of the research also focuses on the variation that is observed among loci
in the history they reveal. This variation among loci can reveal historical
patterns of gene flow and natural selection associated with species formation.
In
practice this research entails a large amount of PCR and DNA sequencing. The
analysis of the data also often entails a fair amount of theoretical work, both
analytical and via computer simulation. In general the empirical research focus
is very closely linked with the use of coalescent models and my theoretical
research.
To
date this research has been carried out on several species groups of Drosophila.
Including the D. melanogaster complex; the virilis phylad of the D. virilis group;
and in D. pseudoobscura and close relatives.
The
Drosophila melanogaster species complex.
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Kliman,
R. M., P. Andolfatto, J. A. Coyne, F. Depaulis, M. Kreitman et al., 2000 The
population genetics of the origin and divergence of the Drosophila simulans
complex species. Genetics 156: 1913-31.
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Hey,
J., and R. M. Kliman, 1994 Genealogical portraits of speciation in the
Drosophila
melanogaster species complex. pp. 208-216 in B. Golding, ed.
Non-Neutral Evolution. Chapman and Hall, London.
-
Hilton,
H., R. M. Kliman and J. Hey, 1994. Using hitchhiking genes to study adaptation
and divergence during speciation within the Drosophila melanogaster
complex. Evolution 48: 1900-1913.
-
Hey,
J., and R. M. Kliman, 1993. Population genetics and phylogenetics of DNA
sequence variation at multiple loci within the Drosophila melanogaster
species complex. Mol. Biol. Evol. 10: 804-822.
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Kliman,
R. M., and J. Hey, 1993. DNA sequence variation at the period locus within
and among species of the Drosophila melanogaster complex. Genetics
133:
375-387.
Drosophila
pseudoobscura and closely related species.
-
Hey, J., and R. Nielsen. 2004. Multilocus methods for estimating population
sizes, migration rates and divergence time, with applications to the
divergence of Drosophila pseudoobscura and D. persimilis. Genetics
167:747-760.
-
Machado, C. A., and J. Hey. 2003. The causes of phylogenetic conflict in a
classic Drosophila species group. Proceedings of the Royal Society, London,
Series B 270:1193-1202.
-
MACHADO, C., R. M. KLIMAN, J. M. MARKERT and J. HEY, 2002 Inferring the
history of speciation from multilocus DNA sequence data: the case of
Drosophila pseudoobscura and its close relatives. Molecular Biology and
Evolution 19: 472-488.
-
Wang,
R. L., J. Wakeley and J. Hey, 1997 Gene flow and natural selection in the
origin of Drosophila pseudoobscura and close relatives. Genetics
147:
1091-1106.
-
Wang,
R. L., and J. Hey, 1996. The speciation history of Drosophila pseudoobscura
and close relatives: inferences from DNA sequence variation at the period
locus. Genetics 144: 1113-1126.
Drosophila
virilis and closely related species.
Other
Related Papers
-
Wakeley, J. an J. Hey.
1998. Testing speciation models with DNA sequence data. pp157-175
in Molecular Approaches
to Ecology and Evolution. edited by R. DeSalle and B. Schierwater.
Birkhäuser-Verlag, Basel.
-
Wakeley,
J., and J. Hey, 1997. Estimating ancestral population parameters. Genetics
145:
847-855 .
-
Hey,
J., 1994 Bridging phylogenetics and population genetics with gene tree
models. in B. Schierwater, B. Streit, G. Wagner and R. DeSalle, eds.
Molecular Approaches to Ecology and Evolution. Birkhäuser-Verlag, Basel.
Back to Top
Patterns
of DNA sequence variation within and among human populations shows a great deal
of variation from one gene to another. A fundamental question that arises
in many evolutionary genetic contexts is: How much of this variation can be
explained by historical demographic processes that act on all the genes in the
genome, and how much remains to be explained by natural selection that acts on
localized areas (individual genes and tightly linked genes) of the
genome.
Recently we have devised new approaches that permit
us to develop more detailed pictures of how populations spread and diverged.
These methods make use of the 'Isolation with Migration' model, and have been
developed in collaboration with Dr. Rasmus Nielsen (University of Copenhagen and
Cornell University).
Several
years ago I noticed that DNA sequence variation in nuclear genes did not show
the same patterns as found in the DNA of the human mitochondria.
More recently, with Eugene Harris, we observed strongly contrasting patterns of
variation at two X-linked genes, PDHA1 and Factor IX. The human
PDHA1 gene appears to have had an ancestral DNA that existed about 1.9 Million
years ago. We also observed a fixed DNA sequence difference at PDHA1
between samples collected within and outside of Africa. When we studied
the same samples at a different locus, the gene for clotting factor
IX, we found a much shorter history with common ancestry less than 300,000
years. The presence of such widely varying histories, for two
randomly sampled X chromosome genes, suggests that human history has been one
that elevates variation among loci, such that no-one locus can be expected to be
a good indicator of human history.
-
Shimada, M. K., K. Panchapakesan, S. A. Tishkoff, A. Q. Nato, Jr, and J. Hey.
2007. Divergent Haplotypes and Human History as Revealed in a Worldwide Survey
of X-Linked DNA Sequence Variation. Mol Biol Evol 24:687-698.
-
Hey, J. 2005. On the Number of New World Founders: A Population Genetic
Portrait of the Peopling of the Americas. PLoS Biol 3:e193.
-
Hey, J. 2003. Speciation and inversions: Chimps and humans. Bioessays
25:825-8.
-
Harris,
E. E., and J. Hey, 2001 Human populations show reduced DNA sequence
variation at the Factor IX locus. Curr. Biol. 11: 774-778.
-
Harris,
E. E. and J. Hey. X Chromosome Evidence for Ancient Human Histories.
Proceedings of the National Academy of Sciences, USA. 96: 3320-3324.
-
Hey,
J., and E. Harris, 1999. Population bottlenecks and patterns of human polymorphism
[letter]. Mol Biol Evol 16: 1423-6.
-
Harris,
E. E. and J. Hey. 1999 Human
demography in the Pleistocene: do mitochondrial and nuclear genes tell
the same story? Evolutionary Anthropology 8: 81-86.
-
Hey,
J. 1998. Population Genetics and Human Origins Haplotypes are Key!.
Trends in Genetics 14: 303-304.
-
Hey,
J., 1997. Mitochondrial and nuclear genes present conflicting portraits
of human origins. Mol. Biol. Evol. 14: 166-172.
Back to Top
One
of the most pernicious uncertainties in evolutionary biology is the meaning of
the word "species". This question, and the general absence of
consensus on the best methods to identify species, have been called the species
problem. The debate has raged at various levels and on various fronts for
several decades, and it ranges over very practical applied aspects as well as
over very theoretical and philosophical aspects. The debate is also played out
on two very different fronts: the systematic front, where researchers are most
concerned with methods of identification and classification; and the population biology front,
where researchers are most concerned with a species as a kind (what kind?) of
natural group- a level of biological organization.
The species problem is not just an academic debate,
for it has a large effect on the way that biologists work to discover and
preserve biological diversity. In recent years, discussions over how to
identify species and define "species" have come to the fore in the
literature on biological conservation. Nor will they dissipate without
some widespread recognition of the basic causes of our uncertainty.
Recently I wrote a piece commenting on the use of
the "concept" in the history of the species problem before and after Ernst
Mayr's famous 1942 book (Mayr E. 1942. Systematics and the origin of species.
Columbia University Press, New York.).
Hey J. 2006. On the failure of modern species concepts. Trends Ecol Evol
21:447-450.
A few years ago, with several colleagues, we wrote an
essay on confronting species uncertainty
Hey, J., R. S. Waples, M. L. Arnold, R. K. Butlin, and R. G. Harrison. 2003.
Understanding and confronting species uncertainty in biology and conservation.
Trends in Ecology and Evolution 18:597-603.
Abstract:
Recent essays on the species problem have
emphasized the commonality that many species concepts have with basic
evolutionary theory. Although true, such consensus fails to address the nature
of the ambiguity that is associated with species-related research. We argue that
biologists who endure the species problem can benefit from a synthesis in which
individual taxonomic species are used as hypotheses of evolutionary entities. We
discuss two sources of species uncertainty: one that is a semantic confusion,
and a second that is caused by the inherent uncertainty of evolutionary
entities. The former can be dispelled with careful communication, whereas the
latter is a conventional scientific uncertainty that can only be mitigated by
research. This scientific uncertainty cannot be `solved' or stamped out, but
neither need it be ignored or feared.
Debates
over species tend to be repetitive and obdurate, and biologists rarely treat the
species-problem questions as they do other scientific questions. In
particular, they do not ask of what new information is needed to address the
problem. While
on sabbatical in 1998 and 1999 I began a book that addresses both the
evolutionary and the human cognitive aspects of the species problem.
The book was published in June 2001 by Oxford University
Press. It is
entitled: Genes, Categories and Species: the evolutionary and cognitive causes
of the species problem. It contains a forward by John
Maynard Smith.
A
short essay on the species problem, that describes some of the main themes
developed in Genes, Categories, and Species was published in Trends in
Ecology and Evolution
Hey,
J., 2001 The mind of the species problem. Tr. Ecol. Evol. 16: 326-329.
Biologists often wish that the species problem
would go away or that it can be ignored. One of the best examples occurred
in the founding of the All
Species Foundation, which had the mission of discovering all
(literally) species on the planet within a generation. In 2002
several evolutionary biologists and I wrote a letter to the All Species
Foundation, expressing strong support for the general goals of conservation and
discovery, as well as strong concern that conservation and discovery efforts
will be hampered if biologists overlook the basic sources of species
uncertainty. To read the letter, click
here.
Well
before Genes, Categories and Species , I spent a fair bit of time
puzzling over the reality of species and definitions of the word
"species". The manuscript that resulted from those efforts is
entitled "A Reduction of "Species" and a Resolution of the Species Problem" and
it is
available here.
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In
some single celled organisms, it has been known for some time that natural
selection acts on codon usage. However multicellular eukaryotes are expected to
have smaller effective population sizes, and it had often been assumed that
synonymous variation in protein coding regions of eukaryote genomes was not
under selection. With Richard Kliman we investigated both the natural selection
and mutational contributions to codon bias variation among the genes of Drosophila melanogaster. Perhaps our most significant
finding was that regions of the genome that experience reduced recombination
also have much reduced codon bias. Since natural selection is expected to be
less effective in regions with low crossing over rates, this observation is
exactly as expected if natural selection has contributed to the high codon bias
observed in some genes.
-
Hey,
J., and R. M. Kliman, 2002 Interactions between natural selection,
recombination and gene density in the genes of Drosophila. Genetics 160:
595-608.
-
Hey,
J. 1999. The neutralist, the fly, and the selectionist. Trends in Ecology
and Evolution 14: 35-38
-
Kliman,
R. M., and J. Hey, 1994. The effects of mutations and natural selection
on codon bias in the genes of Drosophila. Genetics 137: 1049-1056.
-
Kliman,
R. M., and J. Hey, 1994. Reduced natural selection associated with low
recombination in Drosophila melanogaster. Mol. Biol. Evol. 10:
1239-1258.
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Recombination is the process whereby a segment of DNA breaks with a
contiguous segment, and rejoins with a different DNA. It is a nearly ubiquitous
process, occurring in prokaryotes, as well as eukaryotes. However the
evolutionary advantage of recombination, the reason why it has evolved, is not
known - though there are a large list of possible candidates. An investigation
of this molecular behavior was done from a selfish gene perspective. The result
is a very general expectation that recombination is expected to evolve as a
byproduct of the conflicts that occur when multiple sites are simultaneously
under linkage and selection.
Hey, J. 2004. What's so hot about recombination hotspots. Public Library of
Science 2:0730-0733.
Full Text
Hey, J. 1998. Selfish genes, pleiotropy and the origin of recombination.
Genetics 149: 2089-2097.
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web page last updated
July 23, 2007 . |